From 4afe0f058c1f312f074763c05c7a2f5fe12d5188 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Tue, 9 Jul 2024 14:54:12 -0400 Subject: [PATCH 01/55] in progress for replacing covidcast --- .../delphi_utils/validator/datafetcher.py | 46 +++++++++++++++++-- .../delphi_utils/validator/dynamic.py | 3 +- .../delphi_utils/validator/run.py | 4 +- 3 files changed, 47 insertions(+), 6 deletions(-) diff --git a/_delphi_utils_python/delphi_utils/validator/datafetcher.py b/_delphi_utils_python/delphi_utils/validator/datafetcher.py index 39c8555cf..13edc7681 100644 --- a/_delphi_utils_python/delphi_utils/validator/datafetcher.py +++ b/_delphi_utils_python/delphi_utils/validator/datafetcher.py @@ -10,6 +10,7 @@ import pandas as pd import numpy as np import covidcast +from delphi_epidata import Epidata from .errors import APIDataFetchError, ValidationFailure FILENAME_REGEX = re.compile( @@ -115,7 +116,16 @@ def get_geo_signal_combos(data_source, api_key): meta_response.raise_for_status() source_signal_mappings = {i['source']:i['db_source'] for i in meta_response.json()} - meta = covidcast.metadata() + + response = Epidata._request("covidcast_meta") + + if response["result"] != 1: + # Something failed in the API and we did not get real metadata + raise RuntimeError("Error when fetching metadata from the API", + response["message"]) + + meta = pd.DataFrame.from_dict(response["epidata"]) + source_meta = meta[meta['data_source'] == data_source] # Need to convert np.records to tuples so they are hashable and can be used in sets and dicts. geo_signal_combos = list(map(tuple, @@ -160,8 +170,38 @@ def fetch_api_reference(data_source, start_date, end_date, geo_type, signal_type """ with warnings.catch_warnings(): warnings.simplefilter("ignore") - api_df = covidcast.signal( - data_source, signal_type, start_date, end_date, geo_type) + # api_df = covidcast.signal( + # data_source, signal_type, start_date, end_date, geo_type) + + response = Epidata.covidcast(data_source, signal_type, time_type="day", + geo_type=geo_type, time_values=[start_date, end_date], + geo_value="*", as_of=None, + issues=None, lag=None) + + if response["result"] != 1: + # Something failed in the API and we did not get real metadata + raise RuntimeError("Error when fetching metadata from the API", + response["message"]) + + api_df = pd.DataFrame.from_dict(response["epidata"]) + + # # Two possible error conditions: no data or too much data. + # if day_data["message"] == "no results": + # warnings.warn(f"No {data_source} {signal} data found on {day_str} " + # f"for geography '{geo_type}'", + # NoDataWarning) + # if day_data["message"] not in {"success", "no results"}: + # warnings.warn(f"Problem obtaining {data_source} {signal} data on {day_str} " + # f"for geography '{geo_type}': {day_data['message']}", + # RuntimeWarning) + # + # # In the too-much-data case, we continue to try putting the truncated + # # data in our results. In the no-data case, skip this day entirely, + # # since there is no "epidata" in the response. + # if day_data.get("epidata"): + # dfs.append(pd.DataFrame.from_dict(day_data["epidata"])) + # cur_day += timedelta(1) if time_type == "day" else timedelta(7) + # error_context = f"when fetching reference data from {start_date} to {end_date} " +\ f"for data source: {data_source}, signal type: {signal_type}, geo type: {geo_type}" diff --git a/_delphi_utils_python/delphi_utils/validator/dynamic.py b/_delphi_utils_python/delphi_utils/validator/dynamic.py index 9bc72ec1c..1f3698d69 100644 --- a/_delphi_utils_python/delphi_utils/validator/dynamic.py +++ b/_delphi_utils_python/delphi_utils/validator/dynamic.py @@ -6,6 +6,7 @@ import pandas as pd import numpy as np import covidcast +from delphi_epidata import Epidata from .errors import ValidationFailure from .datafetcher import get_geo_signal_combos, threaded_api_calls from .utils import relative_difference_by_min, TimeWindow, lag_converter @@ -79,7 +80,7 @@ def validate(self, all_frames, report): outlier_lookbehind = timedelta(days=14) # Authenticate API - covidcast.use_api_key(self.params.api_key) + # Epidata.auth = ("epidata", api) # Get all expected combinations of geo_type and signal. geo_signal_combos = get_geo_signal_combos(self.params.data_source, diff --git a/_delphi_utils_python/delphi_utils/validator/run.py b/_delphi_utils_python/delphi_utils/validator/run.py index f26b0ddec..0e80cd8b2 100644 --- a/_delphi_utils_python/delphi_utils/validator/run.py +++ b/_delphi_utils_python/delphi_utils/validator/run.py @@ -5,7 +5,7 @@ when the module is run with `python -m delphi_utils.validator`. """ import argparse as ap -import covidcast +from delphi_epidata import Epidata from .. import read_params, get_structured_logger from .validate import Validator @@ -18,7 +18,7 @@ def run_module(): args = parser.parse_args() params = read_params() assert "validation" in params - covidcast.use_api_key(params["validation"]["common"]["api_credentials"]) + Epidata.auth = ("epidata", params["validation"]["common"]["api_credentials"]) dry_run_param = params["validation"]["common"].get("dry_run", False) params["validation"]["common"]["dry_run"] = args.dry_run or dry_run_param validator = Validator(params) From 67a312c007d555dbd0b40457ca6dce491705f085 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Thu, 25 Jul 2024 13:56:56 -0400 Subject: [PATCH 02/55] moving wrapper in seperate module --- .../delphi_utils/covidcast_wrapper.py | 202 ++++++++++++++++++ .../delphi_utils/validator/datafetcher.py | 48 +---- 2 files changed, 207 insertions(+), 43 deletions(-) create mode 100644 _delphi_utils_python/delphi_utils/covidcast_wrapper.py diff --git a/_delphi_utils_python/delphi_utils/covidcast_wrapper.py b/_delphi_utils_python/delphi_utils/covidcast_wrapper.py new file mode 100644 index 000000000..13d288fd4 --- /dev/null +++ b/_delphi_utils_python/delphi_utils/covidcast_wrapper.py @@ -0,0 +1,202 @@ +from datetime import datetime, date, timedelta +from typing import List, Tuple, Union, Iterable + +import pandas as pd + +from delphi_epidata import Epidata + +def date_generator(startdate, enddate): + while startdate <= enddate: + yield startdate.strftime('%Y-%m-%d') + startdate = startdate + timedelta(days=1) + + + +def metadata(): + response = Epidata._request("covidcast_meta") + + if response["result"] != 1: + # Something failed in the API and we did not get real metadata + raise RuntimeError("Error when fetching metadata from the API", + response["message"]) + + df = pd.DataFrame.from_dict(response["epidata"]) + return df + + +def signal( + data_source: str, + signal: str, # pylint: disable=W0621 + start_day: date = None, + end_day: date = None, + geo_type: str = "county", + geo_values: Union[str, Iterable[str]] = "*", + as_of: date = None, + issues: Union[date, Tuple[date], List[date]] = None, + lag: int = None, + time_type: str = "day", +) -> Union[pd.DataFrame, None]: + """Download a Pandas data frame for one signal. + + Obtains data for selected date ranges for all geographic regions of the + United States. Available data sources and signals are documented in the + `COVIDcast signal documentation + `_. + Most (but not all) data sources are available at the county level, but the + API can also return data aggregated to metropolitan statistical areas, + hospital referral regions, or states, as desired, by using the ``geo_type`` + argument. + + The COVIDcast API tracks updates and changes to its underlying data, and + records the first date each observation became available. For example, a + data source may report its estimate for a specific state on June 3rd on June + 5th, once records become available. This data is considered "issued" on June + 5th. Later, the data source may update its estimate for June 3rd based on + revised data, creating a new issue on June 8th. By default, ``signal()`` + returns the most recent issue available for every observation. The + ``as_of``, ``issues``, and ``lag`` parameters allow the user to select + specific issues instead, or to see all updates to observations. These + options are mutually exclusive; if you specify more than one, ``as_of`` will + take priority over ``issues``, which will take priority over ``lag``. + + Note that the API only tracks the initial value of an estimate and *changes* + to that value. If a value was first issued on June 5th and never updated, + asking for data issued on June 6th (using ``issues`` or ``lag``) would *not* + return that value, though asking for data ``as_of`` June 6th would. + + Note also that the API enforces a maximum result row limit; results beyond + the maximum limit are truncated. This limit is sufficient to fetch + observations in all counties in the United States on one day. This client + automatically splits queries for multiple days across multiple API calls. + However, if data for one day has been issued many times, using the + ``issues`` argument may return more results than the query limit. A warning + will be issued in this case. To see all results, split your query across + multiple calls with different ``issues`` arguments. + + See the `COVIDcast API documentation + `_ for more + information on available geography types, signals, and data formats, and + further discussion of issue dates and data versioning. + + :param data_source: String identifying the data source to query, such as + ``"fb-survey"``. + :param signal: String identifying the signal from that source to query, + such as ``"smoothed_cli"``. + :param start_day: Query data beginning on this date. Provided as a + ``datetime.date`` object. If ``start_day`` is ``None``, defaults to the + first day data is available for this signal. If ``time_type == "week"``, then + this is rounded to the epiweek containing the day (i.e. the previous Sunday). + :param end_day: Query data up to this date, inclusive. Provided as a + ``datetime.date`` object. If ``end_day`` is ``None``, defaults to the most + recent day data is available for this signal. If ``time_type == "week"``, then + this is rounded to the epiweek containing the day (i.e. the previous Sunday). + :param geo_type: The geography type for which to request this data, such as + ``"county"`` or ``"state"``. Available types are described in the + COVIDcast signal documentation. Defaults to ``"county"``. + :param geo_values: The geographies to fetch data for. The default, ``"*"``, + fetches all geographies. To fetch one geography, specify its ID as a + string; multiple geographies can be provided as an iterable (list, tuple, + ...) of strings. + :param as_of: Fetch only data that was available on or before this date, + provided as a ``datetime.date`` object. If ``None``, the default, return + the most recent available data. If ``time_type == "week"``, then + this is rounded to the epiweek containing the day (i.e. the previous Sunday). + :param issues: Fetch only data that was published or updated ("issued") on + these dates. Provided as either a single ``datetime.date`` object, + indicating a single date to fetch data issued on, or a tuple or list + specifying (start, end) dates. In this case, return all data issued in + this range. There may be multiple rows for each observation, indicating + several updates to its value. If ``None``, the default, return the most + recently issued data. If ``time_type == "week"``, then these are rounded to + the epiweek containing the day (i.e. the previous Sunday). + :param lag: Integer. If, for example, ``lag=3``, fetch only data that was + published or updated exactly 3 days after the date. For example, a row + with ``time_value`` of June 3 will only be included in the results if its + data was issued or updated on June 6. If ``None``, the default, return the + most recently issued data regardless of its lag. + :param time_type: The temporal resolution to request this data. Most signals + are available at the "day" resolution (the default); some are only + available at the "week" resolution, representing an MMWR week ("epiweek"). + :returns: A Pandas data frame with matching data, or ``None`` if no data is + returned. Each row is one observation on one day in one geographic location. + Contains the following columns: + + ``geo_value`` + Identifies the location, such as a state name or county FIPS code. The + geographic coding used by COVIDcast is described in the `API + documentation here + `_. + + ``signal`` + Name of the signal, same as the value of the ``signal`` input argument. Used for + downstream functions to recognize where this signal is from. + + ``time_value`` + Contains a `pandas Timestamp object + `_ + identifying the date this estimate is for. For data with ``time_type = "week"``, this + is the first day of the corresponding epiweek. + + ``issue`` + Contains a `pandas Timestamp object + `_ + identifying the date this estimate was issued. For example, an estimate + with a ``time_value`` of June 3 might have been issued on June 5, after + the data for June 3rd was collected and ingested into the API. + + ``lag`` + Integer giving the difference between ``issue`` and ``time_value``, + in days. + + ``value`` + The signal quantity requested. For example, in a query for the + ``confirmed_cumulative_num`` signal from the ``usa-facts`` source, + this would be the cumulative number of confirmed cases in the area, as + of the ``time_value``. + + ``stderr`` + The value's standard error, if available. + + ``sample_size`` + Indicates the sample size available in that geography on that day; + sample size may not be available for all signals, due to privacy or + other constraints. + + ``geo_type`` + Geography type for the signal, same as the value of the ``geo_type`` input argument. + Used for downstream functions to parse ``geo_value`` correctly + + ``data_source`` + Name of the signal source, same as the value of the ``data_source`` input argument. Used for + downstream functions to recognize where this signal is from. + + Consult the `signal documentation + `_ + for more details on how values and standard errors are calculated for + specific signals. + + """ + if start_day > end_day: + raise ValueError( + "end_day must be on or after start_day, but " f"start_day = '{start_day}', end_day = '{end_day}'" + ) + + time_values = list(date_generator(start_day, end_day)) + issues = list(date_generator(start_day, end_day)) #TODO placesholder + response = Epidata.covidcast(data_source, signal, time_type=time_type, + geo_type=geo_type, time_values=time_values, + geo_value=geo_values, as_of=as_of, + issues=issues, lag=lag) + if response["result"] != 1: + # Something failed in the API and we did not get real metadata + raise RuntimeError("Error when fetching metadata from the API", + response["message"]) + + api_df = pd.DataFrame.from_dict(response["epidata"]) + api_df["issue"] = pd.to_datetime(api_df["issue"], format='%Y%m%d') + api_df["time_value"] = pd.to_datetime(api_df["time_value"], format='%Y%m%d') + api_df.drop("direction", axis=1, inplace=True) + api_df["data_source"] = data_source + api_df["signal"] = signal + + return api_df diff --git a/_delphi_utils_python/delphi_utils/validator/datafetcher.py b/_delphi_utils_python/delphi_utils/validator/datafetcher.py index 13edc7681..61ec2ac9d 100644 --- a/_delphi_utils_python/delphi_utils/validator/datafetcher.py +++ b/_delphi_utils_python/delphi_utils/validator/datafetcher.py @@ -9,8 +9,8 @@ import requests import pandas as pd import numpy as np -import covidcast -from delphi_epidata import Epidata + +from ..covidcast_wrapper import metadata, signal from .errors import APIDataFetchError, ValidationFailure FILENAME_REGEX = re.compile( @@ -117,14 +117,7 @@ def get_geo_signal_combos(data_source, api_key): source_signal_mappings = {i['source']:i['db_source'] for i in meta_response.json()} - response = Epidata._request("covidcast_meta") - - if response["result"] != 1: - # Something failed in the API and we did not get real metadata - raise RuntimeError("Error when fetching metadata from the API", - response["message"]) - - meta = pd.DataFrame.from_dict(response["epidata"]) + meta = metadata() source_meta = meta[meta['data_source'] == data_source] # Need to convert np.records to tuples so they are hashable and can be used in sets and dicts. @@ -169,39 +162,8 @@ def fetch_api_reference(data_source, start_date, end_date, geo_type, signal_type Formatting is changed to match that of source data CSVs. """ with warnings.catch_warnings(): - warnings.simplefilter("ignore") - # api_df = covidcast.signal( - # data_source, signal_type, start_date, end_date, geo_type) - - response = Epidata.covidcast(data_source, signal_type, time_type="day", - geo_type=geo_type, time_values=[start_date, end_date], - geo_value="*", as_of=None, - issues=None, lag=None) - - if response["result"] != 1: - # Something failed in the API and we did not get real metadata - raise RuntimeError("Error when fetching metadata from the API", - response["message"]) - - api_df = pd.DataFrame.from_dict(response["epidata"]) - - # # Two possible error conditions: no data or too much data. - # if day_data["message"] == "no results": - # warnings.warn(f"No {data_source} {signal} data found on {day_str} " - # f"for geography '{geo_type}'", - # NoDataWarning) - # if day_data["message"] not in {"success", "no results"}: - # warnings.warn(f"Problem obtaining {data_source} {signal} data on {day_str} " - # f"for geography '{geo_type}': {day_data['message']}", - # RuntimeWarning) - # - # # In the too-much-data case, we continue to try putting the truncated - # # data in our results. In the no-data case, skip this day entirely, - # # since there is no "epidata" in the response. - # if day_data.get("epidata"): - # dfs.append(pd.DataFrame.from_dict(day_data["epidata"])) - # cur_day += timedelta(1) if time_type == "day" else timedelta(7) - # + api_df = signal(data_source, signal_type, start_date, end_date, geo_type) + error_context = f"when fetching reference data from {start_date} to {end_date} " +\ f"for data source: {data_source}, signal type: {signal_type}, geo type: {geo_type}" From e4f2679c6b069f41c26b40f7674532e5d368a075 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Mon, 29 Jul 2024 17:02:11 -0400 Subject: [PATCH 03/55] working on test --- _delphi_utils_python/setup.py | 1 + .../tests/test_covidcast_wrapper.py | 40 ++++++++++++++++++ .../tests/test_data/covidcast_metadata.pkl | Bin 0 -> 368298 bytes .../doctor-visits_smoothed_adj_cli.pkl | Bin 0 -> 63570 bytes .../test_data/doctor-visits_smoothed_cli.pkl | Bin 0 -> 63566 bytes .../google-symptoms_s01_raw_search.pkl | Bin 0 -> 69123 bytes .../google-symptoms_s01_smoothed_search.pkl | Bin 0 -> 69128 bytes .../google-symptoms_s02_raw_search.pkl | Bin 0 -> 69123 bytes .../google-symptoms_s02_smoothed_search.pkl | Bin 0 -> 69128 bytes .../google-symptoms_s03_raw_search.pkl | Bin 0 -> 69123 bytes .../google-symptoms_s03_smoothed_search.pkl | Bin 0 -> 69128 bytes .../google-symptoms_s04_raw_search.pkl | Bin 0 -> 69123 bytes .../google-symptoms_s04_smoothed_search.pkl | Bin 0 -> 69128 bytes .../google-symptoms_s05_raw_search.pkl | Bin 0 -> 29830 bytes .../google-symptoms_s05_smoothed_search.pkl | Bin 0 -> 47117 bytes .../google-symptoms_s06_raw_search.pkl | Bin 0 -> 69123 bytes .../google-symptoms_s06_smoothed_search.pkl | Bin 0 -> 69128 bytes .../google-symptoms_scontrol_raw_search.pkl | Bin 0 -> 69128 bytes ...ogle-symptoms_scontrol_smoothed_search.pkl | Bin 0 -> 69133 bytes ...sions_smoothed_adj_covid19_from_claims.pkl | Bin 0 -> 64288 bytes ...dmissions_smoothed_covid19_from_claims.pkl | Bin 0 -> 64284 bytes 21 files changed, 41 insertions(+) create mode 100644 _delphi_utils_python/tests/test_covidcast_wrapper.py create mode 100644 _delphi_utils_python/tests/test_data/covidcast_metadata.pkl create mode 100644 _delphi_utils_python/tests/test_data/doctor-visits_smoothed_adj_cli.pkl create mode 100644 _delphi_utils_python/tests/test_data/doctor-visits_smoothed_cli.pkl create mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_s01_raw_search.pkl create mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_s01_smoothed_search.pkl create mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_s02_raw_search.pkl create mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_s02_smoothed_search.pkl create mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_s03_raw_search.pkl create mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_s03_smoothed_search.pkl create mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_s04_raw_search.pkl create mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_s04_smoothed_search.pkl create mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_s05_raw_search.pkl create mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_s05_smoothed_search.pkl create mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_s06_raw_search.pkl create mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_s06_smoothed_search.pkl create mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_scontrol_raw_search.pkl create mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_scontrol_smoothed_search.pkl create mode 100644 _delphi_utils_python/tests/test_data/hospital-admissions_smoothed_adj_covid19_from_claims.pkl create mode 100644 _delphi_utils_python/tests/test_data/hospital-admissions_smoothed_covid19_from_claims.pkl diff --git a/_delphi_utils_python/setup.py b/_delphi_utils_python/setup.py index 3dee89b53..0bb38ad8a 100644 --- a/_delphi_utils_python/setup.py +++ b/_delphi_utils_python/setup.py @@ -7,6 +7,7 @@ required = [ "boto3", "covidcast", + "delphi-epidata", "cvxpy", "scs<3.2.6", # TODO: remove this ; it is a cvxpy dependency, and the excluded version appears to break our jenkins build. see: https://github.com/cvxgrp/scs/issues/283 "darker[isort]~=2.1.1", diff --git a/_delphi_utils_python/tests/test_covidcast_wrapper.py b/_delphi_utils_python/tests/test_covidcast_wrapper.py new file mode 100644 index 000000000..986e31297 --- /dev/null +++ b/_delphi_utils_python/tests/test_covidcast_wrapper.py @@ -0,0 +1,40 @@ +from datetime import datetime, timedelta +from pathlib import Path +import pandas as pd +from delphi_utils import covidcast_wrapper +import covidcast +from freezegun import freeze_time +import os +from pandas.testing import assert_frame_equal + +TEST_DIR = Path(__file__).parent +API_KEY = os.environ.get('DELPHI_API_KEY') +covidcast.use_api_key(API_KEY) +class TestCovidcastWrapper: + API_KEY = os.environ.get('DELPHI_API_KEY') + covidcast.use_api_key(API_KEY) + def test_metadata(self): + expected_df = pd.read_pickle(f"{TEST_DIR}/test_data/covidcast_metadata.pkl") + df = covidcast_wrapper.metadata() + assert_frame_equal(expected_df, df) + + @freeze_time("2024-07-29") + def test_signal(self): + meta_df = covidcast_wrapper.metadata() + data_filter = ((meta_df["max_time"] >= datetime(year=2024, month=6, day=1)) & (meta_df["time_type"] == "day")) + signal_df = meta_df[data_filter].groupby("data_source")["signal"].agg(['unique']) + enddate = datetime.today() + startdate = enddate - timedelta(days=15) + for data_source, row in signal_df.iterrows(): + signals = list(row[0]) + for signal in signals: + # expected_df = covidcast.signal(data_source, signal, start_day=startdate, end_day=enddate, geo_type="state") + expected_df = pd.read_pickle(f"{TEST_DIR}/test_data/{data_source}_{signal}.pkl") + if expected_df is None: + print("%s %s %s %s not existing", data_source, signal, startdate, enddate) + continue + df = covidcast_wrapper.signal(data_source, signal, start_day=startdate, end_day=enddate, geo_type="state") + + check = df.merge(expected_df, indicator=True) + assert (check["_merge"] == "both").all() + diff --git a/_delphi_utils_python/tests/test_data/covidcast_metadata.pkl b/_delphi_utils_python/tests/test_data/covidcast_metadata.pkl new file mode 100644 index 0000000000000000000000000000000000000000..55b3c7677cdf5423745a05ead28e4801580c8c51 GIT binary patch literal 368298 zcmbTe2RxPk`#)}PW$(RZ@9lNjqpTvMC83m2(ohtU2xTQD8HGeyk?lx!MU)*;Mo2bE z`WY!0&C|!l+w-vdX=#tco`;XR zc%P1opwV^rIni;j!Mp2_n2ltb=rPN${u=fp*9KXk_Pq}!1b?kCVe z)SuD8+|X}{~|w1BBuE3{x%M@UFU+# zkz7qw^!4~7@^TdvVlmkD)lLqr1{<9v;1xyssZ>I*Uz(uH&qo@)&hjC@j)fk=E(4@{ 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| 30 +++++++++++++++++-- 1 file changed, 28 insertions(+), 2 deletions(-) diff --git a/_delphi_utils_python/delphi_utils/covidcast_wrapper.py b/_delphi_utils_python/delphi_utils/covidcast_wrapper.py index 13d288fd4..9a22e47cf 100644 --- a/_delphi_utils_python/delphi_utils/covidcast_wrapper.py +++ b/_delphi_utils_python/delphi_utils/covidcast_wrapper.py @@ -1,9 +1,11 @@ -from datetime import datetime, date, timedelta +from datetime import date, timedelta from typing import List, Tuple, Union, Iterable +import numpy as np import pandas as pd from delphi_epidata import Epidata +from epiweeks import Week def date_generator(startdate, enddate): while startdate <= enddate: @@ -11,6 +13,27 @@ def date_generator(startdate, enddate): startdate = startdate + timedelta(days=1) +def _parse_datetimes(date_int: int, + time_type: str, + date_format: str = "%Y%m%d") -> Union[pd.Timestamp]: # annotating nan errors + """Convert a date or epiweeks string into timestamp objects. + + Datetimes (length 8) are converted to their corresponding date, while epiweeks (length 6) + are converted to the date of the start of the week. Returns nan otherwise + + Epiweeks use the CDC format. + + :param date_int: Int representation of date. + :param date_format: String of the date format to parse. + :returns: Timestamp. + """ + date_str = str(date_int) + if time_type == "day": + return pd.to_datetime(date_str, format=date_format) + if time_type == "week": + epiwk = Week(int(date_str[:4]), int(date_str[-2:])) + return pd.to_datetime(epiwk.startdate()) + return np.nan def metadata(): response = Epidata._request("covidcast_meta") @@ -21,6 +44,9 @@ def metadata(): response["message"]) df = pd.DataFrame.from_dict(response["epidata"]) + df["min_time"] = df.apply(lambda x: _parse_datetimes(x.min_time, x.time_type), axis=1) + df["max_time"] = df.apply(lambda x: _parse_datetimes(x.max_time, x.time_type), axis=1) + df["last_update"] = pd.to_datetime(df["last_update"], unit="s") return df @@ -182,7 +208,7 @@ def signal( ) time_values = list(date_generator(start_day, end_day)) - issues = list(date_generator(start_day, end_day)) #TODO placesholder + issues = list(date_generator(start_day, end_day)) #TODO placesholder need to see how the issues params are coming in response = Epidata.covidcast(data_source, signal, time_type=time_type, geo_type=geo_type, time_values=time_values, geo_value=geo_values, as_of=as_of, From a5628acc9967493a5985fc40f708d14b3883f24b Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Tue, 30 Jul 2024 16:12:07 -0400 Subject: [PATCH 05/55] lint and cleanup --- .../delphi_utils/covidcast_wrapper.py | 71 ++++++++++++------- .../delphi_utils/validator/dynamic.py | 13 ++-- .../delphi_utils/validator/run.py | 4 +- 3 files changed, 57 insertions(+), 31 deletions(-) diff --git a/_delphi_utils_python/delphi_utils/covidcast_wrapper.py b/_delphi_utils_python/delphi_utils/covidcast_wrapper.py index 9a22e47cf..14d628f04 100644 --- a/_delphi_utils_python/delphi_utils/covidcast_wrapper.py +++ b/_delphi_utils_python/delphi_utils/covidcast_wrapper.py @@ -1,21 +1,32 @@ +"""module for covidcast api call wrapper.""" + from datetime import date, timedelta -from typing import List, Tuple, Union, Iterable +from typing import Iterable, Union -import numpy as np import pandas as pd - from delphi_epidata import Epidata from epiweeks import Week -def date_generator(startdate, enddate): - while startdate <= enddate: - yield startdate.strftime('%Y-%m-%d') - startdate = startdate + timedelta(days=1) + +def date_generator(startdate: date, enddate: date) -> Iterable[date]: + """ + Take start date and end date and generates date string. + + Parameters + ---------- + startdate: date + enddate: date + + Returns + ------- + generator of str + """ + while startdate <= enddate: + yield startdate.strftime("%Y-%m-%d") + startdate = startdate + timedelta(days=1) -def _parse_datetimes(date_int: int, - time_type: str, - date_format: str = "%Y%m%d") -> Union[pd.Timestamp]: # annotating nan errors +def _parse_datetimes(date_int: int, time_type: str, date_format: str = "%Y%m%d") -> Union[pd.Timestamp, None]: """Convert a date or epiweeks string into timestamp objects. Datetimes (length 8) are converted to their corresponding date, while epiweeks (length 6) @@ -33,15 +44,23 @@ def _parse_datetimes(date_int: int, if time_type == "week": epiwk = Week(int(date_str[:4]), int(date_str[-2:])) return pd.to_datetime(epiwk.startdate()) - return np.nan + return None + + +def metadata() -> Union[pd.DataFrame, None]: + """ + Make covidcast metadata api call. -def metadata(): + Returns + ------- + pd.DataFrame of covidcast metadata. + """ + # pylint: disable=W0212 response = Epidata._request("covidcast_meta") if response["result"] != 1: # Something failed in the API and we did not get real metadata - raise RuntimeError("Error when fetching metadata from the API", - response["message"]) + raise RuntimeError("Error when fetching metadata from the API", response["message"]) df = pd.DataFrame.from_dict(response["epidata"]) df["min_time"] = df.apply(lambda x: _parse_datetimes(x.min_time, x.time_type), axis=1) @@ -58,7 +77,6 @@ def signal( geo_type: str = "county", geo_values: Union[str, Iterable[str]] = "*", as_of: date = None, - issues: Union[date, Tuple[date], List[date]] = None, lag: int = None, time_type: str = "day", ) -> Union[pd.DataFrame, None]: @@ -208,19 +226,24 @@ def signal( ) time_values = list(date_generator(start_day, end_day)) - issues = list(date_generator(start_day, end_day)) #TODO placesholder need to see how the issues params are coming in - response = Epidata.covidcast(data_source, signal, time_type=time_type, - geo_type=geo_type, time_values=time_values, - geo_value=geo_values, as_of=as_of, - issues=issues, lag=lag) + + response = Epidata.covidcast( + data_source, + signal, + time_type=time_type, + geo_type=geo_type, + time_values=time_values, + geo_value=geo_values, + as_of=as_of, + lag=lag, + ) if response["result"] != 1: # Something failed in the API and we did not get real metadata - raise RuntimeError("Error when fetching metadata from the API", - response["message"]) + raise RuntimeError("Error when fetching metadata from the API", response["message"]) api_df = pd.DataFrame.from_dict(response["epidata"]) - api_df["issue"] = pd.to_datetime(api_df["issue"], format='%Y%m%d') - api_df["time_value"] = pd.to_datetime(api_df["time_value"], format='%Y%m%d') + api_df["issue"] = pd.to_datetime(api_df["issue"], format="%Y%m%d") + api_df["time_value"] = pd.to_datetime(api_df["time_value"], format="%Y%m%d") api_df.drop("direction", axis=1, inplace=True) api_df["data_source"] = data_source api_df["signal"] = signal diff --git a/_delphi_utils_python/delphi_utils/validator/dynamic.py b/_delphi_utils_python/delphi_utils/validator/dynamic.py index 1f3698d69..df09646b7 100644 --- a/_delphi_utils_python/delphi_utils/validator/dynamic.py +++ b/_delphi_utils_python/delphi_utils/validator/dynamic.py @@ -1,15 +1,16 @@ """Dynamic file checks.""" + +import re from dataclasses import dataclass from datetime import date, timedelta from typing import Dict, Set -import re -import pandas as pd + import numpy as np -import covidcast -from delphi_epidata import Epidata -from .errors import ValidationFailure +import pandas as pd + from .datafetcher import get_geo_signal_combos, threaded_api_calls -from .utils import relative_difference_by_min, TimeWindow, lag_converter +from .errors import ValidationFailure +from .utils import TimeWindow, lag_converter, relative_difference_by_min class DynamicValidator: diff --git a/_delphi_utils_python/delphi_utils/validator/run.py b/_delphi_utils_python/delphi_utils/validator/run.py index 0e80cd8b2..83aab9f95 100644 --- a/_delphi_utils_python/delphi_utils/validator/run.py +++ b/_delphi_utils_python/delphi_utils/validator/run.py @@ -5,8 +5,10 @@ when the module is run with `python -m delphi_utils.validator`. """ import argparse as ap + from delphi_epidata import Epidata -from .. import read_params, get_structured_logger + +from .. import get_structured_logger, read_params from .validate import Validator From 6e22db86603e26fd9efbea2a761cbbf9441568bb Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Tue, 30 Jul 2024 18:42:01 -0400 Subject: [PATCH 06/55] fixing for test --- _delphi_utils_python/delphi_utils/__init__.py | 12 ++++++------ .../delphi_utils/validator/datafetcher.py | 13 +++++++------ .../tests/test_covidcast_wrapper.py | 7 +------ .../tests/test_data/covidcast_metadata.pkl | Bin 368298 -> 0 bytes .../tests/validator/test_datafetcher.py | 4 ++-- 5 files changed, 16 insertions(+), 20 deletions(-) delete mode 100644 _delphi_utils_python/tests/test_data/covidcast_metadata.pkl diff --git a/_delphi_utils_python/delphi_utils/__init__.py b/_delphi_utils_python/delphi_utils/__init__.py index 7ff828440..c5a804c74 100644 --- a/_delphi_utils_python/delphi_utils/__init__.py +++ b/_delphi_utils_python/delphi_utils/__init__.py @@ -4,15 +4,15 @@ from __future__ import absolute_import from .archive import ArchiveDiffer, GitArchiveDiffer, S3ArchiveDiffer +from .covidcast_wrapper import metadata, signal from .export import create_export_csv -from .utils import read_params - -from .slack_notifier import SlackNotifier -from .logger import get_structured_logger from .geomap import GeoMapper -from .smooth import Smoother -from .signal import add_prefix +from .logger import get_structured_logger from .nancodes import Nans +from .signal import add_prefix +from .slack_notifier import SlackNotifier +from .smooth import Smoother +from .utils import read_params from .weekday import Weekday __version__ = "0.3.24" diff --git a/_delphi_utils_python/delphi_utils/validator/datafetcher.py b/_delphi_utils_python/delphi_utils/validator/datafetcher.py index 61ec2ac9d..b648b7567 100644 --- a/_delphi_utils_python/delphi_utils/validator/datafetcher.py +++ b/_delphi_utils_python/delphi_utils/validator/datafetcher.py @@ -3,14 +3,15 @@ import re import threading +import warnings from os import listdir from os.path import isfile, join -import warnings -import requests -import pandas as pd + import numpy as np +import pandas as pd +import requests +from delphi_utils import covidcast_wrapper -from ..covidcast_wrapper import metadata, signal from .errors import APIDataFetchError, ValidationFailure FILENAME_REGEX = re.compile( @@ -117,7 +118,7 @@ def get_geo_signal_combos(data_source, api_key): source_signal_mappings = {i['source']:i['db_source'] for i in meta_response.json()} - meta = metadata() + meta = covidcast_wrapper.metadata() source_meta = meta[meta['data_source'] == data_source] # Need to convert np.records to tuples so they are hashable and can be used in sets and dicts. @@ -162,7 +163,7 @@ def fetch_api_reference(data_source, start_date, end_date, geo_type, signal_type Formatting is changed to match that of source data CSVs. """ with warnings.catch_warnings(): - api_df = signal(data_source, signal_type, start_date, end_date, geo_type) + api_df = covidcast_wrapper.signal(data_source, signal_type, start_date, end_date, geo_type) error_context = f"when fetching reference data from {start_date} to {end_date} " +\ diff --git a/_delphi_utils_python/tests/test_covidcast_wrapper.py b/_delphi_utils_python/tests/test_covidcast_wrapper.py index 986e31297..d86df7a5e 100644 --- a/_delphi_utils_python/tests/test_covidcast_wrapper.py +++ b/_delphi_utils_python/tests/test_covidcast_wrapper.py @@ -4,17 +4,12 @@ from delphi_utils import covidcast_wrapper import covidcast from freezegun import freeze_time -import os from pandas.testing import assert_frame_equal TEST_DIR = Path(__file__).parent -API_KEY = os.environ.get('DELPHI_API_KEY') -covidcast.use_api_key(API_KEY) class TestCovidcastWrapper: - API_KEY = os.environ.get('DELPHI_API_KEY') - covidcast.use_api_key(API_KEY) def test_metadata(self): - expected_df = pd.read_pickle(f"{TEST_DIR}/test_data/covidcast_metadata.pkl") + expected_df = covidcast.metadata() df = covidcast_wrapper.metadata() assert_frame_equal(expected_df, df) diff --git a/_delphi_utils_python/tests/test_data/covidcast_metadata.pkl b/_delphi_utils_python/tests/test_data/covidcast_metadata.pkl deleted file mode 100644 index 55b3c7677cdf5423745a05ead28e4801580c8c51..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 368298 zcmbTe2RxPk`#)}PW$(RZ@9lNjqpTvMC83m2(ohtU2xTQD8HGeyk?lx!MU)*;Mo2bE z`WY!0&C|!l+w-vdX=#tco`;XR zc%P1opwV^rIni;j!Mp2_n2ltb=rPN${u=fp*9KXk_Pq}!1b?kCVe z)SuD8+|X}{~|w1BBuE3{x%M@UFU+# zkz7qw^!4~7@^TdvVlmkD)lLqr1{<9v;1xyssZ>I*Uz(uH&qo@)&hjC@j)fk=E(4@{ z&g34ml^$BxOIGytI)$>DpZpT1RzhU#``-|Fo1vNV8y_A=ox}T+{5F4pxYZc>=9e88i}M<&u2eJP*Q_FXp^`hWcS_q+9X%Jyo-yDG03gp*8JmGE4htijR1ubua)8fLU{e1(nUXguI( z+M z@i1(b1oE3DU)=N-9bmOtW?WI((%Vw{kKeV%GRK#*-{Y^(p}1giQmz*rpPY?o*t>ux zBI4S+j}U?PEMd#OBm5x3bs_xPHS(?N{0EDhk29(hZ?B@#;USuMhhmE}?{3%bMuu^T 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zE>u|5UrT=xQS?`cn6Rm1%um#q+AyCKY4%iF^38J@D&ddS5-HuLQM8$6c9U43<-l;5!L%yd&H te=3zorcWg%^wkg@jh_Sj(P+Fe=?ga0M Date: Wed, 31 Jul 2024 21:01:24 -0400 Subject: [PATCH 07/55] implimentating suggested changes --- .../delphi_utils/covidcast_wrapper.py | 153 ++++-------------- .../delphi_utils/validator/dynamic.py | 2 - .../tests/test_covidcast_wrapper.py | 9 +- .../tests/test_data/covidcast_metadata.pkl | Bin 0 -> 368298 bytes .../doctor-visits_smoothed_adj_cli.pkl | Bin 63570 -> 0 bytes .../test_data/doctor-visits_smoothed_cli.pkl | Bin 63566 -> 0 bytes .../google-symptoms_s01_raw_search.pkl | Bin 69123 -> 0 bytes .../google-symptoms_s01_smoothed_search.pkl | Bin 69128 -> 0 bytes .../google-symptoms_s02_raw_search.pkl | Bin 69123 -> 0 bytes .../google-symptoms_s02_smoothed_search.pkl | Bin 69128 -> 0 bytes .../google-symptoms_s03_raw_search.pkl | Bin 69123 -> 0 bytes .../google-symptoms_s03_smoothed_search.pkl | Bin 69128 -> 0 bytes .../google-symptoms_s04_raw_search.pkl | Bin 69123 -> 0 bytes .../google-symptoms_s04_smoothed_search.pkl | Bin 69128 -> 0 bytes .../google-symptoms_s05_raw_search.pkl | Bin 29830 -> 0 bytes .../google-symptoms_s05_smoothed_search.pkl | Bin 47117 -> 0 bytes .../google-symptoms_s06_raw_search.pkl | Bin 69123 -> 0 bytes .../google-symptoms_s06_smoothed_search.pkl | Bin 69128 -> 0 bytes .../google-symptoms_scontrol_raw_search.pkl | Bin 69128 -> 0 bytes ...ogle-symptoms_scontrol_smoothed_search.pkl | Bin 69133 -> 0 bytes ...sions_smoothed_adj_covid19_from_claims.pkl | Bin 64288 -> 0 bytes ...dmissions_smoothed_covid19_from_claims.pkl | Bin 64284 -> 0 bytes 22 files changed, 36 insertions(+), 128 deletions(-) create mode 100644 _delphi_utils_python/tests/test_data/covidcast_metadata.pkl delete mode 100644 _delphi_utils_python/tests/test_data/doctor-visits_smoothed_adj_cli.pkl delete mode 100644 _delphi_utils_python/tests/test_data/doctor-visits_smoothed_cli.pkl delete mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_s01_raw_search.pkl delete mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_s01_smoothed_search.pkl delete mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_s02_raw_search.pkl delete mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_s02_smoothed_search.pkl delete mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_s03_raw_search.pkl delete mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_s03_smoothed_search.pkl delete mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_s04_raw_search.pkl delete mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_s04_smoothed_search.pkl delete mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_s05_raw_search.pkl delete mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_s05_smoothed_search.pkl delete mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_s06_raw_search.pkl delete mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_s06_smoothed_search.pkl delete mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_scontrol_raw_search.pkl delete mode 100644 _delphi_utils_python/tests/test_data/google-symptoms_scontrol_smoothed_search.pkl delete mode 100644 _delphi_utils_python/tests/test_data/hospital-admissions_smoothed_adj_covid19_from_claims.pkl delete mode 100644 _delphi_utils_python/tests/test_data/hospital-admissions_smoothed_covid19_from_claims.pkl diff --git a/_delphi_utils_python/delphi_utils/covidcast_wrapper.py b/_delphi_utils_python/delphi_utils/covidcast_wrapper.py index 14d628f04..00baaf9d1 100644 --- a/_delphi_utils_python/delphi_utils/covidcast_wrapper.py +++ b/_delphi_utils_python/delphi_utils/covidcast_wrapper.py @@ -8,7 +8,7 @@ from epiweeks import Week -def date_generator(startdate: date, enddate: date) -> Iterable[date]: +def date_generator(startdate: date, enddate: date, time_type: str) -> Iterable[date]: """ Take start date and end date and generates date string. @@ -16,14 +16,21 @@ def date_generator(startdate: date, enddate: date) -> Iterable[date]: ---------- startdate: date enddate: date + time_type: str Returns ------- generator of str """ - while startdate <= enddate: - yield startdate.strftime("%Y-%m-%d") - startdate = startdate + timedelta(days=1) + if time_type.lower() == "day": + while startdate <= enddate: + yield startdate.strftime("%Y-%m-%d") + startdate = startdate + timedelta(days=1) + elif time_type.lower() == "week": + while startdate <= enddate: + epiweek = Week.fromdate(startdate) + yield epiweek + startdate = startdate + timedelta(days=7) def _parse_datetimes(date_int: int, time_type: str, date_format: str = "%Y%m%d") -> Union[pd.Timestamp, None]: @@ -34,8 +41,11 @@ def _parse_datetimes(date_int: int, time_type: str, date_format: str = "%Y%m%d") Epiweeks use the CDC format. - :param date_int: Int representation of date. - :param date_format: String of the date format to parse. + date_int: Int representation of date. + time_type: The temporal resolution to request this data. Most signals + are available at the "day" resolution (the default); some are only + available at the "week" resolution, representing an MMWR week ("epiweek"). + date_format: String of the date format to parse. :returns: Timestamp. """ date_str = str(date_int) @@ -55,8 +65,7 @@ def metadata() -> Union[pd.DataFrame, None]: ------- pd.DataFrame of covidcast metadata. """ - # pylint: disable=W0212 - response = Epidata._request("covidcast_meta") + response = Epidata.covidcast_meta() if response["result"] != 1: # Something failed in the API and we did not get real metadata @@ -80,145 +89,43 @@ def signal( lag: int = None, time_type: str = "day", ) -> Union[pd.DataFrame, None]: - """Download a Pandas data frame for one signal. - - Obtains data for selected date ranges for all geographic regions of the - United States. Available data sources and signals are documented in the - `COVIDcast signal documentation - `_. - Most (but not all) data sources are available at the county level, but the - API can also return data aggregated to metropolitan statistical areas, - hospital referral regions, or states, as desired, by using the ``geo_type`` - argument. - - The COVIDcast API tracks updates and changes to its underlying data, and - records the first date each observation became available. For example, a - data source may report its estimate for a specific state on June 3rd on June - 5th, once records become available. This data is considered "issued" on June - 5th. Later, the data source may update its estimate for June 3rd based on - revised data, creating a new issue on June 8th. By default, ``signal()`` - returns the most recent issue available for every observation. The - ``as_of``, ``issues``, and ``lag`` parameters allow the user to select - specific issues instead, or to see all updates to observations. These - options are mutually exclusive; if you specify more than one, ``as_of`` will - take priority over ``issues``, which will take priority over ``lag``. - - Note that the API only tracks the initial value of an estimate and *changes* - to that value. If a value was first issued on June 5th and never updated, - asking for data issued on June 6th (using ``issues`` or ``lag``) would *not* - return that value, though asking for data ``as_of`` June 6th would. - - Note also that the API enforces a maximum result row limit; results beyond - the maximum limit are truncated. This limit is sufficient to fetch - observations in all counties in the United States on one day. This client - automatically splits queries for multiple days across multiple API calls. - However, if data for one day has been issued many times, using the - ``issues`` argument may return more results than the query limit. A warning - will be issued in this case. To see all results, split your query across - multiple calls with different ``issues`` arguments. - - See the `COVIDcast API documentation - `_ for more - information on available geography types, signals, and data formats, and - further discussion of issue dates and data versioning. - - :param data_source: String identifying the data source to query, such as + """ + Makes covidcast signal api call. + + data_source: String identifying the data source to query, such as ``"fb-survey"``. - :param signal: String identifying the signal from that source to query, + signal: String identifying the signal from that source to query, such as ``"smoothed_cli"``. - :param start_day: Query data beginning on this date. Provided as a + start_day: Query data beginning on this date. Provided as a ``datetime.date`` object. If ``start_day`` is ``None``, defaults to the first day data is available for this signal. If ``time_type == "week"``, then this is rounded to the epiweek containing the day (i.e. the previous Sunday). - :param end_day: Query data up to this date, inclusive. Provided as a + end_day: Query data up to this date, inclusive. Provided as a ``datetime.date`` object. If ``end_day`` is ``None``, defaults to the most recent day data is available for this signal. If ``time_type == "week"``, then this is rounded to the epiweek containing the day (i.e. the previous Sunday). - :param geo_type: The geography type for which to request this data, such as + geo_type: The geography type for which to request this data, such as ``"county"`` or ``"state"``. Available types are described in the COVIDcast signal documentation. Defaults to ``"county"``. - :param geo_values: The geographies to fetch data for. The default, ``"*"``, + geo_values: The geographies to fetch data for. The default, ``"*"``, fetches all geographies. To fetch one geography, specify its ID as a string; multiple geographies can be provided as an iterable (list, tuple, ...) of strings. - :param as_of: Fetch only data that was available on or before this date, + as_of: Fetch only data that was available on or before this date, provided as a ``datetime.date`` object. If ``None``, the default, return the most recent available data. If ``time_type == "week"``, then this is rounded to the epiweek containing the day (i.e. the previous Sunday). - :param issues: Fetch only data that was published or updated ("issued") on - these dates. Provided as either a single ``datetime.date`` object, - indicating a single date to fetch data issued on, or a tuple or list - specifying (start, end) dates. In this case, return all data issued in - this range. There may be multiple rows for each observation, indicating - several updates to its value. If ``None``, the default, return the most - recently issued data. If ``time_type == "week"``, then these are rounded to - the epiweek containing the day (i.e. the previous Sunday). - :param lag: Integer. If, for example, ``lag=3``, fetch only data that was + lag: Integer. If, for example, ``lag=3``, fetch only data that was published or updated exactly 3 days after the date. For example, a row with ``time_value`` of June 3 will only be included in the results if its data was issued or updated on June 6. If ``None``, the default, return the most recently issued data regardless of its lag. - :param time_type: The temporal resolution to request this data. Most signals + time_type: The temporal resolution to request this data. Most signals are available at the "day" resolution (the default); some are only available at the "week" resolution, representing an MMWR week ("epiweek"). :returns: A Pandas data frame with matching data, or ``None`` if no data is returned. Each row is one observation on one day in one geographic location. Contains the following columns: - - ``geo_value`` - Identifies the location, such as a state name or county FIPS code. The - geographic coding used by COVIDcast is described in the `API - documentation here - `_. - - ``signal`` - Name of the signal, same as the value of the ``signal`` input argument. Used for - downstream functions to recognize where this signal is from. - - ``time_value`` - Contains a `pandas Timestamp object - `_ - identifying the date this estimate is for. For data with ``time_type = "week"``, this - is the first day of the corresponding epiweek. - - ``issue`` - Contains a `pandas Timestamp object - `_ - identifying the date this estimate was issued. For example, an estimate - with a ``time_value`` of June 3 might have been issued on June 5, after - the data for June 3rd was collected and ingested into the API. - - ``lag`` - Integer giving the difference between ``issue`` and ``time_value``, - in days. - - ``value`` - The signal quantity requested. For example, in a query for the - ``confirmed_cumulative_num`` signal from the ``usa-facts`` source, - this would be the cumulative number of confirmed cases in the area, as - of the ``time_value``. - - ``stderr`` - The value's standard error, if available. - - ``sample_size`` - Indicates the sample size available in that geography on that day; - sample size may not be available for all signals, due to privacy or - other constraints. - - ``geo_type`` - Geography type for the signal, same as the value of the ``geo_type`` input argument. - Used for downstream functions to parse ``geo_value`` correctly - - ``data_source`` - Name of the signal source, same as the value of the ``data_source`` input argument. Used for - downstream functions to recognize where this signal is from. - - Consult the `signal documentation - `_ - for more details on how values and standard errors are calculated for - specific signals. - """ if start_day > end_day: raise ValueError( @@ -239,7 +146,7 @@ def signal( ) if response["result"] != 1: # Something failed in the API and we did not get real metadata - raise RuntimeError("Error when fetching metadata from the API", response["message"]) + raise RuntimeError("Error when fetching signal data from the API", response["message"]) api_df = pd.DataFrame.from_dict(response["epidata"]) api_df["issue"] = pd.to_datetime(api_df["issue"], format="%Y%m%d") diff --git a/_delphi_utils_python/delphi_utils/validator/dynamic.py b/_delphi_utils_python/delphi_utils/validator/dynamic.py index df09646b7..dbdfe34e5 100644 --- a/_delphi_utils_python/delphi_utils/validator/dynamic.py +++ b/_delphi_utils_python/delphi_utils/validator/dynamic.py @@ -80,8 +80,6 @@ def validate(self, all_frames, report): # Get 14 days prior to the earliest list date outlier_lookbehind = timedelta(days=14) - # Authenticate API - # Epidata.auth = ("epidata", api) # Get all expected combinations of geo_type and signal. geo_signal_combos = get_geo_signal_combos(self.params.data_source, diff --git a/_delphi_utils_python/tests/test_covidcast_wrapper.py b/_delphi_utils_python/tests/test_covidcast_wrapper.py index d86df7a5e..24f4c2a17 100644 --- a/_delphi_utils_python/tests/test_covidcast_wrapper.py +++ b/_delphi_utils_python/tests/test_covidcast_wrapper.py @@ -4,19 +4,22 @@ from delphi_utils import covidcast_wrapper import covidcast from freezegun import freeze_time +from delphi_epidata import Epidata from pandas.testing import assert_frame_equal TEST_DIR = Path(__file__).parent class TestCovidcastWrapper: + Epidata.debug = True def test_metadata(self): expected_df = covidcast.metadata() df = covidcast_wrapper.metadata() assert_frame_equal(expected_df, df) - @freeze_time("2024-07-29") + @freeze_time("2022-01-29") def test_signal(self): - meta_df = covidcast_wrapper.metadata() - data_filter = ((meta_df["max_time"] >= datetime(year=2024, month=6, day=1)) & (meta_df["time_type"] == "day")) + meta_df = pd.read_pickle(f"{TEST_DIR}/test_data/covidcast_metadata.pkl") + + data_filter = (meta_df["max_time"] >= datetime(year=2024, month=6, day=1)) signal_df = meta_df[data_filter].groupby("data_source")["signal"].agg(['unique']) enddate = datetime.today() startdate = enddate - timedelta(days=15) diff --git a/_delphi_utils_python/tests/test_data/covidcast_metadata.pkl b/_delphi_utils_python/tests/test_data/covidcast_metadata.pkl new file mode 100644 index 0000000000000000000000000000000000000000..914faf6959f946c0302e9ba9d7bb0143380b5de3 GIT binary patch literal 368298 zcmbTe2RxPk`#)}PW$(RZ@9lNjqpTvMC86w+hN6f>C@U$+C?v`#vK`5;h_WLJg=CYY z-$Cc}`Mlqs_xJPp|L@0noY%R=ecji&@7KJZ*Xs@&`y!~8!y$^eyl=eF8efX%0 z@5zKH8eLDHBOYd3bV5A#OqSoL9P)H?Iw_4mCn0M4p;O++-Hv#8x*T%aI0>sA#o&F) 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test as a script --- _delphi_utils_python/delphi_utils/__init__.py | 1 - .../delphi_utils/validator/datafetcher.py | 62 +++++++++++++- .../tests/test_covidcast_wrapper.py | 38 --------- .../tests/test_data/covidcast_metadata.pkl | Bin 368298 -> 0 bytes google_symptoms/delphi_google_symptoms/run.py | 17 ++-- .../delphi_sir_complainsalot/check_source.py | 31 +++++-- .../delphi_sir_complainsalot/run.py | 11 ++- .../check_covidcast_port.py | 79 ++++++++++-------- 8 files changed, 137 insertions(+), 102 deletions(-) delete mode 100644 _delphi_utils_python/tests/test_covidcast_wrapper.py delete mode 100644 _delphi_utils_python/tests/test_data/covidcast_metadata.pkl rename _delphi_utils_python/delphi_utils/covidcast_wrapper.py => testing_utils/check_covidcast_port.py (75%) diff --git a/_delphi_utils_python/delphi_utils/__init__.py b/_delphi_utils_python/delphi_utils/__init__.py index c5a804c74..f0aeda068 100644 --- a/_delphi_utils_python/delphi_utils/__init__.py +++ b/_delphi_utils_python/delphi_utils/__init__.py @@ -4,7 +4,6 @@ from __future__ import absolute_import from .archive import ArchiveDiffer, GitArchiveDiffer, S3ArchiveDiffer -from .covidcast_wrapper import metadata, signal from .export import create_export_csv from .geomap import GeoMapper from .logger import get_structured_logger diff --git a/_delphi_utils_python/delphi_utils/validator/datafetcher.py b/_delphi_utils_python/delphi_utils/validator/datafetcher.py index b648b7567..b90ffd077 100644 --- a/_delphi_utils_python/delphi_utils/validator/datafetcher.py +++ b/_delphi_utils_python/delphi_utils/validator/datafetcher.py @@ -6,17 +6,42 @@ import warnings from os import listdir from os.path import isfile, join +from typing import Union import numpy as np import pandas as pd import requests -from delphi_utils import covidcast_wrapper +from delphi_epidata import Epidata +from epiweeks import Week from .errors import APIDataFetchError, ValidationFailure FILENAME_REGEX = re.compile( r'^(?P\d{8})_(?P\w+?)_(?P\w+)\.csv$') +def _parse_datetimes(date_int: int, time_type: str, date_format: str = "%Y%m%d") -> Union[pd.Timestamp, None]: + """Convert a date or epiweeks string into timestamp objects. + + Datetimes (length 8) are converted to their corresponding date, while epiweeks (length 6) + are converted to the date of the start of the week. Returns nan otherwise + + Epiweeks use the CDC format. + + date_int: Int representation of date. + time_type: The temporal resolution to request this data. Most signals + are available at the "day" resolution (the default); some are only + available at the "week" resolution, representing an MMWR week ("epiweek"). + date_format: String of the date format to parse. + :returns: Timestamp. + """ + date_str = str(date_int) + if time_type == "day": + return pd.to_datetime(date_str, format=date_format) + if time_type == "week": + epiwk = Week(int(date_str[:4]), int(date_str[-2:])) + return pd.to_datetime(epiwk.startdate()) + return None + def make_date_filter(start_date, end_date): """ Create a function to filter dates in the specified date range (inclusive). @@ -118,7 +143,16 @@ def get_geo_signal_combos(data_source, api_key): source_signal_mappings = {i['source']:i['db_source'] for i in meta_response.json()} - meta = covidcast_wrapper.metadata() + response = Epidata.covidcast_meta() + + if response["result"] != 1: + # Something failed in the API and we did not get real metadata + raise RuntimeError("Error when fetching metadata from the API", response["message"]) + + meta = pd.DataFrame.from_dict(response["epidata"]) + meta["min_time"] = meta.apply(lambda x: _parse_datetimes(x.min_time, x.time_type), axis=1) + meta["max_time"] = meta.apply(lambda x: _parse_datetimes(x.max_time, x.time_type), axis=1) + meta["last_update"] = pd.to_datetime(meta["last_update"], unit="s") source_meta = meta[meta['data_source'] == data_source] # Need to convert np.records to tuples so they are hashable and can be used in sets and dicts. @@ -162,8 +196,28 @@ def fetch_api_reference(data_source, start_date, end_date, geo_type, signal_type Formatting is changed to match that of source data CSVs. """ - with warnings.catch_warnings(): - api_df = covidcast_wrapper.signal(data_source, signal_type, start_date, end_date, geo_type) + if start_date > end_date: + raise ValueError( + "end_day must be on or after start_day, but " f"start_day = '{start_date}', end_day = '{end_date}'" + ) + response = Epidata.covidcast( + data_source, + signal_type, + time_type="day", + geo_type=geo_type, + time_values=Epidata.range(start_date.strftime("%Y%m%d"), end_date.strftime("%Y%m%d")), + geo_value=geo_type, + ) + if response["result"] != 1: + # Something failed in the API and we did not get real metadata + raise RuntimeError("Error when fetching signal data from the API", response["message"]) + + api_df = pd.DataFrame.from_dict(response["epidata"]) + api_df["issue"] = pd.to_datetime(api_df["issue"], format="%Y%m%d") + api_df["time_value"] = pd.to_datetime(api_df["time_value"], format="%Y%m%d") + api_df.drop("direction", axis=1, inplace=True) + api_df["data_source"] = data_source + api_df["signal"] = signal_type error_context = f"when fetching reference data from {start_date} to {end_date} " +\ diff --git a/_delphi_utils_python/tests/test_covidcast_wrapper.py b/_delphi_utils_python/tests/test_covidcast_wrapper.py deleted file mode 100644 index 24f4c2a17..000000000 --- a/_delphi_utils_python/tests/test_covidcast_wrapper.py +++ /dev/null @@ -1,38 +0,0 @@ -from datetime import datetime, timedelta -from pathlib import Path -import pandas as pd -from delphi_utils import covidcast_wrapper -import covidcast -from freezegun import freeze_time -from delphi_epidata import Epidata -from pandas.testing import assert_frame_equal - -TEST_DIR = Path(__file__).parent -class TestCovidcastWrapper: - Epidata.debug = True - def test_metadata(self): - expected_df = covidcast.metadata() - df = covidcast_wrapper.metadata() - assert_frame_equal(expected_df, df) - - @freeze_time("2022-01-29") - def test_signal(self): - meta_df = pd.read_pickle(f"{TEST_DIR}/test_data/covidcast_metadata.pkl") - - data_filter = (meta_df["max_time"] >= datetime(year=2024, month=6, day=1)) - signal_df = meta_df[data_filter].groupby("data_source")["signal"].agg(['unique']) - enddate = datetime.today() - startdate = enddate - timedelta(days=15) - for data_source, row in signal_df.iterrows(): - signals = list(row[0]) - for signal in signals: - # expected_df = covidcast.signal(data_source, signal, start_day=startdate, end_day=enddate, geo_type="state") - expected_df = pd.read_pickle(f"{TEST_DIR}/test_data/{data_source}_{signal}.pkl") - if expected_df is None: - print("%s %s %s %s not existing", data_source, signal, startdate, enddate) - continue - df = covidcast_wrapper.signal(data_source, signal, start_day=startdate, end_day=enddate, geo_type="state") - - check = df.merge(expected_df, indicator=True) - assert (check["_merge"] == "both").all() - diff --git a/_delphi_utils_python/tests/test_data/covidcast_metadata.pkl b/_delphi_utils_python/tests/test_data/covidcast_metadata.pkl deleted file mode 100644 index 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""" import time -from datetime import datetime, date +from datetime import date, datetime from itertools import product -import covidcast import numpy as np -from pandas import to_datetime -from delphi_utils import ( - create_export_csv, - get_structured_logger -) +from delphi_epidata import Epidata +from delphi_utils import create_export_csv, get_structured_logger from delphi_utils.validator.utils import lag_converter +from pandas import to_datetime -from .constants import (COMBINED_METRIC, - GEO_RESOLUTIONS, SMOOTHERS, SMOOTHERS_MAP) +from .constants import COMBINED_METRIC, GEO_RESOLUTIONS, SMOOTHERS, SMOOTHERS_MAP from .geo import geo_map from .pull import pull_gs_data @@ -66,8 +62,7 @@ def run_module(params): ) # Fetch metadata to check how recent each signal is - covidcast.use_api_key(params["indicator"]["api_credentials"]) - metadata = covidcast.metadata() + metadata = Epidata.covidcast_meta() # Filter to only those we currently want to produce, ignore any old or deprecated signals gs_metadata = metadata[(metadata.data_source == "google-symptoms") & (metadata.signal.isin(sensor_names))] diff --git a/sir_complainsalot/delphi_sir_complainsalot/check_source.py b/sir_complainsalot/delphi_sir_complainsalot/check_source.py index 840575cbf..b8107eba3 100644 --- a/sir_complainsalot/delphi_sir_complainsalot/check_source.py +++ b/sir_complainsalot/delphi_sir_complainsalot/check_source.py @@ -6,6 +6,7 @@ import covidcast import pandas as pd +from delphi_epidata import Epidata covidcast.covidcast._ASYNC_CALL = True # pylint: disable=protected-access @@ -64,22 +65,36 @@ def check_source(data_source, meta, params, grace, logger): # pylint: disable=t age_complaints = {} gap_complaints = {} + start_date = datetime.now() - timedelta(days=14) + end_date = datetime.now() + for _, row in signals.iterrows(): logger.info("Retrieving signal", data_source=data_source, signal=row["signal"], - start_day=(datetime.now() - timedelta(days = 14)).strftime("%Y-%m-%d"), - end_day=datetime.now().strftime("%Y-%m-%d"), + start_day=start_date.strftime("%Y-%m-%d"), + end_day=end_date.strftime("%Y-%m-%d"), geo_type=row["geo_type"]) - latest_data = covidcast.signal( - data_source, row["signal"], - start_day=datetime.now() - timedelta(days = 14), - end_day=datetime.now(), - geo_type=row["geo_type"] + response = Epidata.covidcast( + data_source, + row["signal"], + time_type=row["time_type"], + geo_type=row["geo_type"], + time_values=Epidata.range(start_date.strftime("%Y%m%d"), end_date.strftime("%Y%m%d")), + geo_value="*", ) - current_lag_in_days = (now - row["max_time"]).days + if response["result"] != 1: + # Something failed in the API and we did not get real metadata + raise RuntimeError("Error when fetching signal data from the API", response["message"]) + + latest_data = pd.DataFrame.from_dict(response["epidata"]) + latest_data["issue"] = pd.to_datetime(latest_data["issue"], format="%Y%m%d") + latest_data["time_value"] = pd.to_datetime(latest_data["time_value"], format="%Y%m%d") + latest_data.drop("direction", axis=1, inplace=True) + + current_lag_in_days = (now - datetime.strptime(str(row["max_time"]), "%Y%m%d")).days lag_calculated_from_api = False if latest_data is not None: diff --git a/sir_complainsalot/delphi_sir_complainsalot/run.py b/sir_complainsalot/delphi_sir_complainsalot/run.py index a1555b9c2..498edd836 100644 --- a/sir_complainsalot/delphi_sir_complainsalot/run.py +++ b/sir_complainsalot/delphi_sir_complainsalot/run.py @@ -8,10 +8,9 @@ import time from itertools import groupby -import covidcast -from delphi_utils import SlackNotifier -from delphi_utils import get_structured_logger -from delphi_utils import read_params +import pandas as pd +from delphi_epidata import Epidata +from delphi_utils import SlackNotifier, get_structured_logger, read_params from .check_source import check_source @@ -29,8 +28,8 @@ def run_module(): """Run SirCAL.""" start_time = time.time() params = read_params() - covidcast.use_api_key(params["api_credentials"]) - meta = covidcast.metadata() + Epidata.auth = ("epidata", params["api_credentials"]) + meta = pd.DataFrame.from_dict(Epidata.covidcast_meta().get("epidata", dict())) slack_notifier = None if "channel" in params and "slack_token" in params: slack_notifier = SlackNotifier(params["channel"], params["slack_token"]) diff --git a/_delphi_utils_python/delphi_utils/covidcast_wrapper.py b/testing_utils/check_covidcast_port.py similarity index 75% rename from _delphi_utils_python/delphi_utils/covidcast_wrapper.py rename to testing_utils/check_covidcast_port.py index 00baaf9d1..dbc1140cd 100644 --- a/_delphi_utils_python/delphi_utils/covidcast_wrapper.py +++ b/testing_utils/check_covidcast_port.py @@ -1,37 +1,20 @@ -"""module for covidcast api call wrapper.""" - -from datetime import date, timedelta -from typing import Iterable, Union - +""" +script to check converting covidcast api calls with Epidata.covidcast Epidata.covidcast_meta +""" +from typing import Union, Iterable +from datetime import datetime, timedelta, date import pandas as pd +import covidcast from delphi_epidata import Epidata +from pandas.testing import assert_frame_equal +import os from epiweeks import Week +API_KEY = os.environ.get('DELPHI_API_KEY') +covidcast.use_api_key(API_KEY) -def date_generator(startdate: date, enddate: date, time_type: str) -> Iterable[date]: - """ - Take start date and end date and generates date string. - - Parameters - ---------- - startdate: date - enddate: date - time_type: str - - Returns - ------- - generator of str - """ - if time_type.lower() == "day": - while startdate <= enddate: - yield startdate.strftime("%Y-%m-%d") - startdate = startdate + timedelta(days=1) - elif time_type.lower() == "week": - while startdate <= enddate: - epiweek = Week.fromdate(startdate) - yield epiweek - startdate = startdate + timedelta(days=7) - +Epidata.debug = True +Epidata.auth = ("epidata", API_KEY) def _parse_datetimes(date_int: int, time_type: str, date_format: str = "%Y%m%d") -> Union[pd.Timestamp, None]: """Convert a date or epiweeks string into timestamp objects. @@ -57,7 +40,7 @@ def _parse_datetimes(date_int: int, time_type: str, date_format: str = "%Y%m%d") return None -def metadata() -> Union[pd.DataFrame, None]: +def ported_metadata() -> Union[pd.DataFrame, None]: """ Make covidcast metadata api call. @@ -78,7 +61,7 @@ def metadata() -> Union[pd.DataFrame, None]: return df -def signal( +def ported_signal( data_source: str, signal: str, # pylint: disable=W0621 start_day: date = None, @@ -132,14 +115,12 @@ def signal( "end_day must be on or after start_day, but " f"start_day = '{start_day}', end_day = '{end_day}'" ) - time_values = list(date_generator(start_day, end_day)) - response = Epidata.covidcast( data_source, signal, time_type=time_type, geo_type=geo_type, - time_values=time_values, + time_values=Epidata.range(start_day.strftime("%Y%m%d"), end_day.strftime("%Y%m%d")), geo_value=geo_values, as_of=as_of, lag=lag, @@ -156,3 +137,33 @@ def signal( api_df["signal"] = signal return api_df + +def check_metadata(): + expected_df = covidcast.metadata() + df = ported_metadata().metadata() + assert_frame_equal(expected_df, df) + +def check_signal(): + meta_df = covidcast.metadata() + startdate = datetime(year=2022, month=2, day=1) + data_filter = (meta_df["max_time"] >= startdate) + signal_df = meta_df[data_filter].groupby("data_source")["signal"].agg(['unique']) + enddate = startdate + timedelta(days=3) + + for data_source, row in signal_df.iterrows(): + signals = list(row[0]) + for signal in signals: + expected_df = covidcast.signal(data_source, signal, start_day=startdate, end_day=enddate, geo_type="state") + if expected_df is None: + print("%s %s %s %s not existing", data_source, signal, startdate, enddate) + + df = ported_signal(data_source, signal, start_day=startdate, end_day=enddate, geo_type="state") + + check = df.merge(expected_df, indicator=True) + assert (check["_merge"] == "both").all() + assert check["_left_only"].empty + assert check["_right_only"].empty + +if __name__ == "__main__": + # check_metadata() + check_signal() From 8e67b6c11069c9c197c1ea46e4a237d672acacd5 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Mon, 5 Aug 2024 18:28:19 -0400 Subject: [PATCH 09/55] modifing test --- .../delphi_utils/validator/datafetcher.py | 15 ++-- .../test_data/sample_epidata_metadata.json | 28 ++++++ .../test_data/sample_epidata_signal_a.json | 9 ++ .../sample_epidata_signal_county.json | 9 ++ .../tests/validator/test_datafetcher.py | 85 +++++++------------ 5 files changed, 85 insertions(+), 61 deletions(-) create mode 100644 _delphi_utils_python/tests/test_data/sample_epidata_metadata.json create mode 100644 _delphi_utils_python/tests/test_data/sample_epidata_signal_a.json create mode 100644 _delphi_utils_python/tests/test_data/sample_epidata_signal_county.json diff --git a/_delphi_utils_python/delphi_utils/validator/datafetcher.py b/_delphi_utils_python/delphi_utils/validator/datafetcher.py index b90ffd077..b8f429c9e 100644 --- a/_delphi_utils_python/delphi_utils/validator/datafetcher.py +++ b/_delphi_utils_python/delphi_utils/validator/datafetcher.py @@ -212,13 +212,14 @@ def fetch_api_reference(data_source, start_date, end_date, geo_type, signal_type # Something failed in the API and we did not get real metadata raise RuntimeError("Error when fetching signal data from the API", response["message"]) - api_df = pd.DataFrame.from_dict(response["epidata"]) - api_df["issue"] = pd.to_datetime(api_df["issue"], format="%Y%m%d") - api_df["time_value"] = pd.to_datetime(api_df["time_value"], format="%Y%m%d") - api_df.drop("direction", axis=1, inplace=True) - api_df["data_source"] = data_source - api_df["signal"] = signal_type - + api_df = None + if len(response["epidata"]) > 0: + api_df = pd.DataFrame.from_dict(response["epidata"]) + api_df["issue"] = pd.to_datetime(api_df["issue"], format="%Y%m%d") + api_df["time_value"] = pd.to_datetime(api_df["time_value"], format="%Y%m%d") + api_df.drop("direction", axis=1, inplace=True) + api_df["data_source"] = data_source + api_df["signal"] = signal_type error_context = f"when fetching reference data from {start_date} to {end_date} " +\ f"for data source: {data_source}, signal type: {signal_type}, geo type: {geo_type}" diff --git a/_delphi_utils_python/tests/test_data/sample_epidata_metadata.json b/_delphi_utils_python/tests/test_data/sample_epidata_metadata.json new file mode 100644 index 000000000..8dfa978f3 --- /dev/null +++ b/_delphi_utils_python/tests/test_data/sample_epidata_metadata.json @@ -0,0 +1,28 @@ +{"data_source": ["chng", "chng", "chng", + "covid-act-now", + "covid-act-now", + "covid-act-now", + "chng"], + "signal": ["smoothed_outpatient_cli", + "smoothed_outpatient_covid", + "smoothed_outpatient_covid", + "pcr_specimen_positivity_rate", + "pcr_specimen_positivity_rate", + "pcr_specimen_total_tests", + "inactive"], + "geo_type": ["state", "state", "county", + "hrr", "msa", "msa", + "state"], + "min_time": ["20200101", "20200101", "20200101", + "20200101", "20200101", "20200101", + "20200101"], + "max_time": ["20240101", "20240101", "20240101", + "20240101", "20240101", "20240101", + "20240101"], + "last_update": [1711963480, 1711963480, 1711963480, + 1711963480, 1711963480, 1711963480, + 1711963480], + "time_type": ["day", "day", "day", + "day", "day", "day", + "day"] + } diff --git a/_delphi_utils_python/tests/test_data/sample_epidata_signal_a.json b/_delphi_utils_python/tests/test_data/sample_epidata_signal_a.json new file mode 100644 index 000000000..73b4686f7 --- /dev/null +++ b/_delphi_utils_python/tests/test_data/sample_epidata_signal_a.json @@ -0,0 +1,9 @@ +{"geo_value": ["1044"], + "stderr": [null], + "value": [3], + "issue": [20200101], + "lag": [7], + "sample_size": [null], + "time_value": [20200101], + "direction": [null] + } \ No newline at end of file diff --git a/_delphi_utils_python/tests/test_data/sample_epidata_signal_county.json b/_delphi_utils_python/tests/test_data/sample_epidata_signal_county.json new file mode 100644 index 000000000..78787b361 --- /dev/null +++ b/_delphi_utils_python/tests/test_data/sample_epidata_signal_county.json @@ -0,0 +1,9 @@ +{"geo_value": ["0888"], + "stderr": [2], + "value": [14], + "issue": [20200101], + "lag": [1], + "sample_size": [100], + "time_value": [20200101], + "direction": [null] + } \ No newline at end of file diff --git a/_delphi_utils_python/tests/validator/test_datafetcher.py b/_delphi_utils_python/tests/validator/test_datafetcher.py index 7139c3ae7..92fa44f34 100644 --- a/_delphi_utils_python/tests/validator/test_datafetcher.py +++ b/_delphi_utils_python/tests/validator/test_datafetcher.py @@ -1,7 +1,9 @@ """Tests for datafetcher.py.""" -from datetime import date +from datetime import date, datetime import mock +import json +from pathlib import Path import numpy as np import pandas as pd import pytest @@ -14,6 +16,7 @@ from delphi_utils.validator.errors import ValidationFailure +TEST_DIR = Path(__file__).parent.parent class TestDataFetcher: """Tests for various data fetching utilities.""" @@ -45,6 +48,27 @@ def raise_for_status(self): {'source': 'covid-act-now', 'db_source': 'covid-act-now'}], 200) elif "params" in kwargs and kwargs["params"] == {'signal': 'chng:inactive'}: return MockResponse([{"signals": [{"active": False}]}], 200) + elif args[1] == 'https://api.delphi.cmu.edu/epidata/covidcast_meta/' and \ + 'delphi_epidata' in kwargs["headers"]["user-agent"]: + with open(f"{TEST_DIR}/test_data/sample_epidata_metadata.json") as f: + epidata = json.load(f) + response = {"epidata": epidata, "result": 1, "message": "success"} + return MockResponse(response, 200) + elif args[0] == 'https://api.delphi.cmu.edu/epidata/covidcast/' and \ + 'delphi_epidata' in kwargs["headers"]["user-agent"]: + signal_type = args[1].get("signals") + geo_type = args[1].get("geo_type") + if signal_type == "a": + with open(f"{TEST_DIR}/test_data/sample_epidata_signal_a.json") as f: + epidata = json.load(f) + response = {"epidata": epidata, "result": 1, "message": "success"} + return MockResponse(response, 200) + if geo_type == "county": + with open(f"{TEST_DIR}/test_data/sample_epidata_signal_county.json") as f: + epidata = json.load(f) + response = {"epidata": epidata, "result": 1, "message": "success"} + return MockResponse(response, 200) + return MockResponse({"epidata": {}, "result": 1, "message": "success"}, 200) else: return MockResponse([{"signals": [{"active": True}]}], 200) @@ -57,27 +81,9 @@ def test_bad_api_key(self, **kwargs): get_geo_signal_combos("chng", api_key="") @mock.patch('requests.get', side_effect=mocked_requests_get) - @mock.patch("delphi_utils.covidcast_wrapper.metadata") - def test_get_geo_signal_combos(self, mock_metadata, mock_get): + def test_get_geo_signal_combos(self, mock_get): + """Test that the geo signal combos are correctly pulled from the covidcast metadata.""" - # Need to use actual data_source and signal names since we reference the API - # We let the chng signal "inactive" be an inactive signal - mock_metadata.return_value = pd.DataFrame({"data_source": ["chng", "chng", "chng", - "covid-act-now", - "covid-act-now", - "covid-act-now", - "chng"], - "signal": ["smoothed_outpatient_cli", - "smoothed_outpatient_covid", - "smoothed_outpatient_covid", - "pcr_specimen_positivity_rate", - "pcr_specimen_positivity_rate", - "pcr_specimen_total_tests", - "inactive"], - "geo_type": ["state", "state", "county", - "hrr", "msa", "msa", - "state"] - }) assert set(get_geo_signal_combos("chng", api_key="")) == set( [("state", "smoothed_outpatient_cli"), ("state", "smoothed_outpatient_covid"), @@ -87,49 +93,20 @@ def test_get_geo_signal_combos(self, mock_metadata, mock_get): ("msa", "pcr_specimen_positivity_rate"), ("msa", "pcr_specimen_total_tests")]) - @mock.patch("delphi_utils.covidcast_wrapper.signal") - def test_threaded_api_calls(self, mock_signal): + @mock.patch('requests.get', side_effect=mocked_requests_get) + def test_threaded_api_calls(self, mock_get): """Test that calls to the covidcast API are made.""" - - signal_data_1 = pd.DataFrame({"geo_value": ["1044"], - "stderr": [None], - "value": [3], - "issue": [10], - "lag": [7], - "sample_size": [None], - "time_value": [10] - }) - signal_data_2 = pd.DataFrame({"geo_value": ["0888"], - "stderr": [2], - "value": [14], - "issue": [10], - "lag": [1], - "sample_size": [100], - "time_value": [8] - }) - - def mock_signal_return_fn(unused_data_source, signal_type, unused_start_date, - unused_end_date, geo_type): - """Function to return data when covidcast.signal() is called.""" - if signal_type == "a": - return signal_data_1 - if geo_type == "county": - return signal_data_2 - return None - - mock_signal.side_effect = mock_signal_return_fn - processed_signal_data_1 = pd.DataFrame({"geo_id": ["1044"], "val": [3], "se": [np.nan], "sample_size": [np.nan], - "time_value": [10] + "time_value": [datetime.strptime("20200101", "%Y%m%d")], }) processed_signal_data_2 = pd.DataFrame({"geo_id": ["0888"], "val": [14], "se": [2], "sample_size": [100], - "time_value": [8] + "time_value": [datetime.strptime("20200101", "%Y%m%d")], }) expected = { ("county", "a"): processed_signal_data_1, From bf21d33803077623753314fbf91a6a285f1a1d34 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Tue, 6 Aug 2024 17:53:25 -0400 Subject: [PATCH 10/55] more suggestion --- .../delphi_utils/validator/datafetcher.py | 28 ++----------------- testing_utils/metadata_output.txt | 0 2 files changed, 3 insertions(+), 25 deletions(-) create mode 100644 testing_utils/metadata_output.txt diff --git a/_delphi_utils_python/delphi_utils/validator/datafetcher.py b/_delphi_utils_python/delphi_utils/validator/datafetcher.py index b8f429c9e..484da7183 100644 --- a/_delphi_utils_python/delphi_utils/validator/datafetcher.py +++ b/_delphi_utils_python/delphi_utils/validator/datafetcher.py @@ -19,29 +19,6 @@ FILENAME_REGEX = re.compile( r'^(?P\d{8})_(?P\w+?)_(?P\w+)\.csv$') -def _parse_datetimes(date_int: int, time_type: str, date_format: str = "%Y%m%d") -> Union[pd.Timestamp, None]: - """Convert a date or epiweeks string into timestamp objects. - - Datetimes (length 8) are converted to their corresponding date, while epiweeks (length 6) - are converted to the date of the start of the week. Returns nan otherwise - - Epiweeks use the CDC format. - - date_int: Int representation of date. - time_type: The temporal resolution to request this data. Most signals - are available at the "day" resolution (the default); some are only - available at the "week" resolution, representing an MMWR week ("epiweek"). - date_format: String of the date format to parse. - :returns: Timestamp. - """ - date_str = str(date_int) - if time_type == "day": - return pd.to_datetime(date_str, format=date_format) - if time_type == "week": - epiwk = Week(int(date_str[:4]), int(date_str[-2:])) - return pd.to_datetime(epiwk.startdate()) - return None - def make_date_filter(start_date, end_date): """ Create a function to filter dates in the specified date range (inclusive). @@ -150,8 +127,9 @@ def get_geo_signal_combos(data_source, api_key): raise RuntimeError("Error when fetching metadata from the API", response["message"]) meta = pd.DataFrame.from_dict(response["epidata"]) - meta["min_time"] = meta.apply(lambda x: _parse_datetimes(x.min_time, x.time_type), axis=1) - meta["max_time"] = meta.apply(lambda x: _parse_datetimes(x.max_time, x.time_type), axis=1) + # note: this will fail for signals with weekly data, but currently not supported for validation + meta["min_time"] = meta.apply(lambda x: pd.to_datetime(str(x.min_time), format="%Y%m%d"), axis=1) + meta["max_time"] = meta.apply(lambda x: pd.to_datetime(str(x.max_time), format="%Y%m%d"), axis=1) meta["last_update"] = pd.to_datetime(meta["last_update"], unit="s") source_meta = meta[meta['data_source'] == data_source] diff --git a/testing_utils/metadata_output.txt b/testing_utils/metadata_output.txt new file mode 100644 index 000000000..e69de29bb From d76cd402a4447b34f3c06a5c72bfd8d0320e6608 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Wed, 7 Aug 2024 12:50:31 -0400 Subject: [PATCH 11/55] sircomplainslot needs more filtering --- .../delphi_sir_complainsalot/check_source.py | 28 +++++++-------- .../delphi_sir_complainsalot/date_utils.py | 35 +++++++++++++++++++ .../delphi_sir_complainsalot/run.py | 2 ++ 3 files changed, 51 insertions(+), 14 deletions(-) create mode 100644 sir_complainsalot/delphi_sir_complainsalot/date_utils.py diff --git a/sir_complainsalot/delphi_sir_complainsalot/check_source.py b/sir_complainsalot/delphi_sir_complainsalot/check_source.py index b8107eba3..378a014c0 100644 --- a/sir_complainsalot/delphi_sir_complainsalot/check_source.py +++ b/sir_complainsalot/delphi_sir_complainsalot/check_source.py @@ -8,7 +8,8 @@ import pandas as pd from delphi_epidata import Epidata -covidcast.covidcast._ASYNC_CALL = True # pylint: disable=protected-access +from .date_utils import _date_to_api_string, _parse_datetimes + @dataclass class Complaint: @@ -34,6 +35,7 @@ def to_md(self): message=self.message, updated=self.last_updated.strftime("%Y-%m-%d")) + def check_source(data_source, meta, params, grace, logger): # pylint: disable=too-many-locals """Iterate over all signals from a source and check for problems. @@ -74,30 +76,28 @@ def check_source(data_source, meta, params, grace, logger): # pylint: disable=t signal=row["signal"], start_day=start_date.strftime("%Y-%m-%d"), end_day=end_date.strftime("%Y-%m-%d"), - geo_type=row["geo_type"]) + geo_type=row["geo_type"], + time_type=row["time_type"]) response = Epidata.covidcast( data_source, row["signal"], time_type=row["time_type"], geo_type=row["geo_type"], - time_values=Epidata.range(start_date.strftime("%Y%m%d"), end_date.strftime("%Y%m%d")), + time_values=Epidata.range(_date_to_api_string(start_date), _date_to_api_string(end_date)), geo_value="*", ) - if response["result"] != 1: - # Something failed in the API and we did not get real metadata - raise RuntimeError("Error when fetching signal data from the API", response["message"]) - - latest_data = pd.DataFrame.from_dict(response["epidata"]) - latest_data["issue"] = pd.to_datetime(latest_data["issue"], format="%Y%m%d") - latest_data["time_value"] = pd.to_datetime(latest_data["time_value"], format="%Y%m%d") - latest_data.drop("direction", axis=1, inplace=True) - - current_lag_in_days = (now - datetime.strptime(str(row["max_time"]), "%Y%m%d")).days + current_lag_in_days = (now - row["max_time"]).days lag_calculated_from_api = False + latest_data = None + + if response["result"] == 1: + latest_data = pd.DataFrame.from_dict(response["epidata"]) + latest_data["issue"] = latest_data.apply(lambda x: _parse_datetimes(x.issue, x.time_type), axis=1) + latest_data["time_value"] = latest_data.apply(lambda x: _parse_datetimes(x.time_value, x.time_type), axis=1) + latest_data.drop("direction", axis=1, inplace=True) - if latest_data is not None: unique_dates = [pd.to_datetime(val).date() for val in latest_data["time_value"].unique()] current_lag_in_days = (datetime.now().date() - max(unique_dates)).days diff --git a/sir_complainsalot/delphi_sir_complainsalot/date_utils.py b/sir_complainsalot/delphi_sir_complainsalot/date_utils.py new file mode 100644 index 000000000..2e57d3a95 --- /dev/null +++ b/sir_complainsalot/delphi_sir_complainsalot/date_utils.py @@ -0,0 +1,35 @@ +from datetime import datetime +from typing import Union + +from epiweeks import Week +import pandas as pd +def _date_to_api_string(date: datetime.date, time_type: str = "day") -> str: # pylint: disable=W0621 + """Convert a date object to a YYYYMMDD or YYYYMM string expected by the API.""" + if time_type == "day": + date_str = date.strftime("%Y%m%d") + elif time_type == "week": + date_str = Week.fromdate(date).cdcformat() + return date_str + +def _parse_datetimes(date_int: str, time_type: str, date_format: str = "%Y%m%d") -> Union[pd.Timestamp, None]: + """Convert a date or epiweeks string into timestamp objects. + + Datetimes (length 8) are converted to their corresponding date, while epiweeks (length 6) + are converted to the date of the start of the week. Returns nan otherwise + + Epiweeks use the CDC format. + + date_int: Int representation of date. + time_type: The temporal resolution to request this data. Most signals + are available at the "day" resolution (the default); some are only + available at the "week" resolution, representing an MMWR week ("epiweek"). + date_format: String of the date format to parse. + :returns: Timestamp. + """ + date_str = str(date_int) + if time_type == "day": + return pd.to_datetime(date_str, format=date_format) + if time_type == "week": + epiwk = Week(int(date_str[:4]), int(date_str[-2:])) + return pd.to_datetime(epiwk.startdate()) + return None \ No newline at end of file diff --git a/sir_complainsalot/delphi_sir_complainsalot/run.py b/sir_complainsalot/delphi_sir_complainsalot/run.py index 498edd836..b2824e0eb 100644 --- a/sir_complainsalot/delphi_sir_complainsalot/run.py +++ b/sir_complainsalot/delphi_sir_complainsalot/run.py @@ -13,6 +13,7 @@ from delphi_utils import SlackNotifier, get_structured_logger, read_params from .check_source import check_source +from .date_utils import _parse_datetimes def get_logger(): @@ -30,6 +31,7 @@ def run_module(): params = read_params() Epidata.auth = ("epidata", params["api_credentials"]) meta = pd.DataFrame.from_dict(Epidata.covidcast_meta().get("epidata", dict())) + meta["max_time"] = meta.apply(lambda x: _parse_datetimes(x.max_time, x.time_type), axis=1) slack_notifier = None if "channel" in params and "slack_token" in params: slack_notifier = SlackNotifier(params["channel"], params["slack_token"]) From fd50d9d9b15f177bd3a76bc77c9508db72dc9e31 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Thu, 8 Aug 2024 14:50:55 -0400 Subject: [PATCH 12/55] adding credential for google symptoms --- google_symptoms/delphi_google_symptoms/run.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/google_symptoms/delphi_google_symptoms/run.py b/google_symptoms/delphi_google_symptoms/run.py index a1bb5ae7b..56904fd6c 100644 --- a/google_symptoms/delphi_google_symptoms/run.py +++ b/google_symptoms/delphi_google_symptoms/run.py @@ -60,7 +60,7 @@ def run_module(params): "_".join([metric, smoother, "search"]) for metric, smoother in product(COMBINED_METRIC, SMOOTHERS) ) - + Epidata.auth = ("epidata", params["api_credentials"]) # Fetch metadata to check how recent each signal is metadata = Epidata.covidcast_meta() # Filter to only those we currently want to produce, ignore any old or deprecated signals From 76f151996d9256928017f0a6cdd58b2a61170d00 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Thu, 8 Aug 2024 14:55:45 -0400 Subject: [PATCH 13/55] mocking api call in google symptoms --- google_symptoms/delphi_google_symptoms/run.py | 2 +- google_symptoms/tests/conftest.py | 6 +++--- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/google_symptoms/delphi_google_symptoms/run.py b/google_symptoms/delphi_google_symptoms/run.py index 56904fd6c..215a3ebe5 100644 --- a/google_symptoms/delphi_google_symptoms/run.py +++ b/google_symptoms/delphi_google_symptoms/run.py @@ -60,7 +60,7 @@ def run_module(params): "_".join([metric, smoother, "search"]) for metric, smoother in product(COMBINED_METRIC, SMOOTHERS) ) - Epidata.auth = ("epidata", params["api_credentials"]) + Epidata.auth = ("epidata", params["indicator"]["api_credentials"]) # Fetch metadata to check how recent each signal is metadata = Epidata.covidcast_meta() # Filter to only those we currently want to produce, ignore any old or deprecated signals diff --git a/google_symptoms/tests/conftest.py b/google_symptoms/tests/conftest.py index 98835f7ef..519cbab93 100644 --- a/google_symptoms/tests/conftest.py +++ b/google_symptoms/tests/conftest.py @@ -73,7 +73,7 @@ def run_as_module(): makedirs("receiving") with mock.patch("delphi_google_symptoms.pull.initialize_credentials", - return_value=None) as mock_credentials: - with mock.patch("pandas_gbq.read_gbq", side_effect=[ - state_data, county_data]) as mock_read_gbq: + return_value=None) as mock_credentials, \ + mock.patch("pandas_gbq.read_gbq", side_effect=[state_data, county_data]) as mock_read_gbq, \ + mock.patch("delphi_google_symptoms.run.Epidata.covidcast_meta", return_value=None) as mock_covidcast_meta: delphi_google_symptoms.run.run_module(params) From 157c6c65ecfd048fc56e96f033f37bc1cdb23e6d Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Thu, 8 Aug 2024 15:55:33 -0400 Subject: [PATCH 14/55] organizing validations --- .../_template_testing_dir/README.md.template | 9 + .../_template_testing_dir/requirements.txt | 0 testing_utils/delphi_utils/README.md | 13 + .../delphi_utils/check_covidcast_port.py | 322 ++++++++++++++++++ testing_utils/delphi_utils/requirements.txt | 12 + 5 files changed, 356 insertions(+) create mode 100644 testing_utils/_template_testing_dir/README.md.template create mode 100644 testing_utils/_template_testing_dir/requirements.txt create mode 100644 testing_utils/delphi_utils/README.md create mode 100644 testing_utils/delphi_utils/check_covidcast_port.py create mode 100644 testing_utils/delphi_utils/requirements.txt diff --git a/testing_utils/_template_testing_dir/README.md.template b/testing_utils/_template_testing_dir/README.md.template new file mode 100644 index 000000000..115db4eab --- /dev/null +++ b/testing_utils/_template_testing_dir/README.md.template @@ -0,0 +1,9 @@ +# Validation for [module] +SHORT DESCRIPTION + +## [script_name] +### Background +DESCRIPTION of why this script exists + +### Instructions to Run + diff --git a/testing_utils/_template_testing_dir/requirements.txt b/testing_utils/_template_testing_dir/requirements.txt new file mode 100644 index 000000000..e69de29bb diff --git a/testing_utils/delphi_utils/README.md b/testing_utils/delphi_utils/README.md new file mode 100644 index 000000000..00b677996 --- /dev/null +++ b/testing_utils/delphi_utils/README.md @@ -0,0 +1,13 @@ +# Validation for _delphi_utils +This directory is used for one-time validations that would be too expensive +or wouldn't make sense to be in tests. + +## Check_covidcast_port +### Background +We were previously using [covidcast](https://github.com/cmu-delphi/covidcast) to grab signal and metadata that was not optimized for historical reasons. + We replaced with [Epidata](https://github.com/cmu-delphi/delphi-epidata) which is what covidcast runs under the hood anyway. To ensure that the results make this script was created to validate the results. + +### Instructions to Run +- requires an API key from Epidata [link](https://cmu-delphi.github.io/delphi-epidata/api/api_keys.html) +- export the api key as an environment variable +- set up virtual environment diff --git a/testing_utils/delphi_utils/check_covidcast_port.py b/testing_utils/delphi_utils/check_covidcast_port.py new file mode 100644 index 000000000..1f7f50ace --- /dev/null +++ b/testing_utils/delphi_utils/check_covidcast_port.py @@ -0,0 +1,322 @@ +""" +script to check converting covidcast api calls with Epidata.covidcast Epidata.covidcast_meta +""" +import time +from collections import defaultdict +from pathlib import Path +from typing import Union, Iterable, Tuple, List, Dict +from datetime import datetime, timedelta, date + +import numpy as np +import pandas as pd +import covidcast +from delphi_epidata import Epidata +from pandas.testing import assert_frame_equal +import os +from epiweeks import Week + +API_KEY = os.environ.get('DELPHI_API_KEY') +covidcast.use_api_key(API_KEY) + +Epidata.debug = True +Epidata.auth = ("epidata", API_KEY) + +CURRENT_DIR = Path(__file__).parent + +def _parse_datetimes(date_int: int, time_type: str, date_format: str = "%Y%m%d") -> Union[pd.Timestamp, None]: + """Convert a date or epiweeks string into timestamp objects. + + Datetimes (length 8) are converted to their corresponding date, while epiweeks (length 6) + are converted to the date of the start of the week. Returns nan otherwise + + Epiweeks use the CDC format. + + date_int: Int representation of date. + time_type: The temporal resolution to request this data. Most signals + are available at the "day" resolution (the default); some are only + available at the "week" resolution, representing an MMWR week ("epiweek"). + date_format: String of the date format to parse. + :returns: Timestamp. + """ + date_str = str(date_int) + if time_type == "day": + return pd.to_datetime(date_str, format=date_format) + if time_type == "week": + epiwk = Week(int(date_str[:4]), int(date_str[-2:])) + return pd.to_datetime(epiwk.startdate()) + return None + + +def ported_metadata() -> Union[pd.DataFrame, None]: + """ + Make covidcast metadata api call. + + Returns + ------- + pd.DataFrame of covidcast metadata. + """ + response = Epidata.covidcast_meta() + + if response["result"] != 1: + # Something failed in the API and we did not get real metadata + raise RuntimeError("Error when fetching metadata from the API", response["message"]) + + df = pd.DataFrame.from_dict(response["epidata"]) + df["min_time"] = df.apply(lambda x: _parse_datetimes(x.min_time, x.time_type), axis=1) + df["max_time"] = df.apply(lambda x: _parse_datetimes(x.max_time, x.time_type), axis=1) + df["last_update"] = pd.to_datetime(df["last_update"], unit="s") + return df + + +def ported_signal( + data_source: str, + signal: str, # pylint: disable=W0621 + start_day: date = None, + end_day: date = None, + geo_type: str = "county", + geo_values: Union[str, Iterable[str]] = "*", + as_of: date = None, + lag: int = None, + time_type: str = "day", +) -> Union[pd.DataFrame, None]: + """ + Makes covidcast signal api call. + + data_source: String identifying the data source to query, such as + ``"fb-survey"``. + signal: String identifying the signal from that source to query, + such as ``"smoothed_cli"``. + start_day: Query data beginning on this date. Provided as a + ``datetime.date`` object. If ``start_day`` is ``None``, defaults to the + first day data is available for this signal. If ``time_type == "week"``, then + this is rounded to the epiweek containing the day (i.e. the previous Sunday). + end_day: Query data up to this date, inclusive. Provided as a + ``datetime.date`` object. If ``end_day`` is ``None``, defaults to the most + recent day data is available for this signal. If ``time_type == "week"``, then + this is rounded to the epiweek containing the day (i.e. the previous Sunday). + geo_type: The geography type for which to request this data, such as + ``"county"`` or ``"state"``. Available types are described in the + COVIDcast signal documentation. Defaults to ``"county"``. + geo_values: The geographies to fetch data for. The default, ``"*"``, + fetches all geographies. To fetch one geography, specify its ID as a + string; multiple geographies can be provided as an iterable (list, tuple, + ...) of strings. + as_of: Fetch only data that was available on or before this date, + provided as a ``datetime.date`` object. If ``None``, the default, return + the most recent available data. If ``time_type == "week"``, then + this is rounded to the epiweek containing the day (i.e. the previous Sunday). + lag: Integer. If, for example, ``lag=3``, fetch only data that was + published or updated exactly 3 days after the date. For example, a row + with ``time_value`` of June 3 will only be included in the results if its + data was issued or updated on June 6. If ``None``, the default, return the + most recently issued data regardless of its lag. + time_type: The temporal resolution to request this data. Most signals + are available at the "day" resolution (the default); some are only + available at the "week" resolution, representing an MMWR week ("epiweek"). + :returns: A Pandas data frame with matching data, or ``None`` if no data is + returned. Each row is one observation on one day in one geographic location. + Contains the following columns: + """ + if start_day > end_day: + raise ValueError( + "end_day must be on or after start_day, but " f"start_day = '{start_day}', end_day = '{end_day}'" + ) + + if time_type == "day": + time_values = Epidata.range(start_day.strftime("%Y%m%d"), end_day.strftime("%Y%m%d")) + else: + time_values = Epidata.range(start_day.strftime("%Y%W"), end_day.strftime("%Y%W")) + response = Epidata.covidcast( + data_source, + signal, + time_type=time_type, + geo_type=geo_type, + time_values=time_values, + geo_value=geo_values, + as_of=as_of, + lag=lag, + ) + + if response["result"] != 1: + print(f"check {data_source} {signal}") + # Something failed in the API and we did not get real metadata + # raise RuntimeError("Error when fetching signal data from the API", response["message"]) + + api_df = pd.DataFrame.from_dict(response["epidata"]) + if not api_df.empty: + api_df["issue"] = api_df.apply(lambda x: _parse_datetimes(x.issue, x.time_type), axis=1) + api_df["time_value"] = api_df.apply(lambda x: _parse_datetimes(x.time_value, x.time_type), axis=1) + api_df.drop("direction", axis=1, inplace=True) + api_df["data_source"] = data_source + api_df["signal"] = signal + + return api_df + +def check_metadata(): + + expected_df = covidcast.metadata() + df = ported_metadata() + assert_frame_equal(expected_df, df) + +def ported_signal( + data_source: str, + signal: str, # pylint: disable=W0621 + start_day: date = None, + end_day: date = None, + geo_type: str = "county", + geo_values: Union[str, Iterable[str]] = "*", + as_of: date = None, + lag: int = None, + time_type: str = "day", +) -> Union[pd.DataFrame, None]: + """ + Makes covidcast signal api call. + + data_source: String identifying the data source to query, such as + ``"fb-survey"``. + signal: String identifying the signal from that source to query, + such as ``"smoothed_cli"``. + start_day: Query data beginning on this date. Provided as a + ``datetime.date`` object. If ``start_day`` is ``None``, defaults to the + first day data is available for this signal. If ``time_type == "week"``, then + this is rounded to the epiweek containing the day (i.e. the previous Sunday). + end_day: Query data up to this date, inclusive. Provided as a + ``datetime.date`` object. If ``end_day`` is ``None``, defaults to the most + recent day data is available for this signal. If ``time_type == "week"``, then + this is rounded to the epiweek containing the day (i.e. the previous Sunday). + geo_type: The geography type for which to request this data, such as + ``"county"`` or ``"state"``. Available types are described in the + COVIDcast signal documentation. Defaults to ``"county"``. + geo_values: The geographies to fetch data for. The default, ``"*"``, + fetches all geographies. To fetch one geography, specify its ID as a + string; multiple geographies can be provided as an iterable (list, tuple, + ...) of strings. + as_of: Fetch only data that was available on or before this date, + provided as a ``datetime.date`` object. If ``None``, the default, return + the most recent available data. If ``time_type == "week"``, then + this is rounded to the epiweek containing the day (i.e. the previous Sunday). + lag: Integer. If, for example, ``lag=3``, fetch only data that was + published or updated exactly 3 days after the date. For example, a row + with ``time_value`` of June 3 will only be included in the results if its + data was issued or updated on June 6. If ``None``, the default, return the + most recently issued data regardless of its lag. + time_type: The temporal resolution to request this data. Most signals + are available at the "day" resolution (the default); some are only + available at the "week" resolution, representing an MMWR week ("epiweek"). + :returns: A Pandas data frame with matching data, or ``None`` if no data is + returned. Each row is one observation on one day in one geographic location. + Contains the following columns: + """ + if start_day > end_day: + raise ValueError( + "end_day must be on or after start_day, but " f"start_day = '{start_day}', end_day = '{end_day}'" + ) + + if time_type == "day": + time_values = Epidata.range(start_day.strftime("%Y%m%d"), end_day.strftime("%Y%m%d")) + else: + time_values = Epidata.range(start_day.strftime("%Y%W"), end_day.strftime("%Y%W")) + response = Epidata.covidcast( + data_source, + signal, + time_type=time_type, + geo_type=geo_type, + time_values=time_values, + geo_value=geo_values, + as_of=as_of, + lag=lag, + ) + + if response["result"] != 1: + print(f"check {data_source} {signal}") + # Something failed in the API and we did not get real metadata + # raise RuntimeError("Error when fetching signal data from the API", response["message"]) + + api_df = pd.DataFrame.from_dict(response["epidata"]) + if not api_df.empty: + api_df["issue"] = api_df.apply(lambda x: _parse_datetimes(x.issue, x.time_type), axis=1) + api_df["time_value"] = api_df.apply(lambda x: _parse_datetimes(x.time_value, x.time_type), axis=1) + api_df.drop("direction", axis=1, inplace=True) + api_df["data_source"] = data_source + api_df["signal"] = signal + + return api_df + + +def generate_start_date_per_signal() -> Dict[Tuple[datetime, datetime, str], List[Tuple[str]]]: + """ + Generate a dictionary of date range associated with individual signals + + + :return: Dictionary of date ranges to list of data source, signal tuple + + Dict[Tuple[datetime.datetime, datetime.datetime, str],[List[Tuple[str, str]]] + """ + meta_df = pd.DataFrame.from_dict(Epidata.covidcast_meta()["epidata"]) + meta_df["min_time"] = meta_df["min_time"].astype('str') + signal_timeframe_dict = defaultdict(list) + + for start_str, data in meta_df.groupby("min_time"): + + data_source_groups = data.groupby("data_source") + for data_source, df in data_source_groups: + signals = list(df["signal"].unique()) + time_type = df["time_type"].values[0] + for signal in signals: + if time_type == "day": + start_time = datetime.strptime(start_str, "%Y%m%d") + # explicit start date for google symptom does not match what's in the metadata + if data_source == "google-symptoms": + start_time = datetime(year=2020, month=2, day=20) + end_time = start_time + timedelta(days=30) + date_range = (start_time, end_time, time_type) + signal_timeframe_dict[date_range].append((data_source, signal)) + + elif time_type == "week": + start_time = Week(year=int(start_str[:4]), week=int(start_str[-2:])) + end_time = (start_time + 2).startdate() + date_range = (start_time.startdate(), + end_time, time_type) + signal_timeframe_dict[date_range].append((data_source, signal)) + + return signal_timeframe_dict + + +def check_signal(): + """ + Compares the result from covidcast api with Epidata.covidcast + + :return: + """ + signal_timeframe_dict = generate_start_date_per_signal() + signal_df_dict = dict() + for date_range, data_source_signal_list in signal_timeframe_dict.items(): + for data_source, signal in data_source_signal_list: + time_type = date_range[2] + expected_df = covidcast.signal(data_source, signal, start_day=date_range[0], end_day=date_range[1], + geo_type="state", time_type=time_type) + if expected_df is None: + raise RuntimeError("Data should exists") + + else: + signal_df_dict[(data_source, signal, time_type)] = expected_df + + time.sleep(500)# TODO find a elegant way of seperating the logs for the calls from covidcast vs epidata + print("-" * 90) + for date_range, data_source_signal_list in signal_timeframe_dict.items(): + for data_source, signal in data_source_signal_list: + expected_df = signal_df_dict.get((data_source, signal, date_range[2])) + + df = ported_signal(data_source, signal, start_day=date_range[0], end_day=date_range[1], + time_type=date_range[2], + geo_type="state") + if not expected_df.empty: + check = df.merge(expected_df, indicator=True) + assert (check["_merge"] == "both").all() + else: + assert df.empty + + +if __name__ == "__main__": + # check_metadata() + check_signal() \ No newline at end of file diff --git a/testing_utils/delphi_utils/requirements.txt b/testing_utils/delphi_utils/requirements.txt new file mode 100644 index 000000000..ba610eb52 --- /dev/null +++ b/testing_utils/delphi_utils/requirements.txt @@ -0,0 +1,12 @@ +boto3 +covidcast +delphi-epidata +scs<3.2.6 # TODO: remove this ; it is a cvxpy dependency and the excluded version appears to break our jenkins build. see: https://github.com/cvxgrp/scs/issues/283 +epiweeks +importlib_resources>=1.3 +moto~=4.2.14 +numpy +pandas>=1.1.0 +pylint==2.8.3 +structlog +xlrd \ No newline at end of file From 23384e714fb2e1fdcfcd832be20ba5a28721d298 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Thu, 8 Aug 2024 22:49:00 -0400 Subject: [PATCH 15/55] extended date range and throws error when comes empty --- testing_utils/check_covidcast_port.py | 169 ------------------ .../delphi_utils/check_covidcast_port.py | 43 +++-- 2 files changed, 24 insertions(+), 188 deletions(-) delete mode 100644 testing_utils/check_covidcast_port.py diff --git a/testing_utils/check_covidcast_port.py b/testing_utils/check_covidcast_port.py deleted file mode 100644 index dbc1140cd..000000000 --- a/testing_utils/check_covidcast_port.py +++ /dev/null @@ -1,169 +0,0 @@ -""" -script to check converting covidcast api calls with Epidata.covidcast Epidata.covidcast_meta -""" -from typing import Union, Iterable -from datetime import datetime, timedelta, date -import pandas as pd -import covidcast -from delphi_epidata import Epidata -from pandas.testing import assert_frame_equal -import os -from epiweeks import Week - -API_KEY = os.environ.get('DELPHI_API_KEY') -covidcast.use_api_key(API_KEY) - -Epidata.debug = True -Epidata.auth = ("epidata", API_KEY) - -def _parse_datetimes(date_int: int, time_type: str, date_format: str = "%Y%m%d") -> Union[pd.Timestamp, None]: - """Convert a date or epiweeks string into timestamp objects. - - Datetimes (length 8) are converted to their corresponding date, while epiweeks (length 6) - are converted to the date of the start of the week. Returns nan otherwise - - Epiweeks use the CDC format. - - date_int: Int representation of date. - time_type: The temporal resolution to request this data. Most signals - are available at the "day" resolution (the default); some are only - available at the "week" resolution, representing an MMWR week ("epiweek"). - date_format: String of the date format to parse. - :returns: Timestamp. - """ - date_str = str(date_int) - if time_type == "day": - return pd.to_datetime(date_str, format=date_format) - if time_type == "week": - epiwk = Week(int(date_str[:4]), int(date_str[-2:])) - return pd.to_datetime(epiwk.startdate()) - return None - - -def ported_metadata() -> Union[pd.DataFrame, None]: - """ - Make covidcast metadata api call. - - Returns - ------- - pd.DataFrame of covidcast metadata. - """ - response = Epidata.covidcast_meta() - - if response["result"] != 1: - # Something failed in the API and we did not get real metadata - raise RuntimeError("Error when fetching metadata from the API", response["message"]) - - df = pd.DataFrame.from_dict(response["epidata"]) - df["min_time"] = df.apply(lambda x: _parse_datetimes(x.min_time, x.time_type), axis=1) - df["max_time"] = df.apply(lambda x: _parse_datetimes(x.max_time, x.time_type), axis=1) - df["last_update"] = pd.to_datetime(df["last_update"], unit="s") - return df - - -def ported_signal( - data_source: str, - signal: str, # pylint: disable=W0621 - start_day: date = None, - end_day: date = None, - geo_type: str = "county", - geo_values: Union[str, Iterable[str]] = "*", - as_of: date = None, - lag: int = None, - time_type: str = "day", -) -> Union[pd.DataFrame, None]: - """ - Makes covidcast signal api call. - - data_source: String identifying the data source to query, such as - ``"fb-survey"``. - signal: String identifying the signal from that source to query, - such as ``"smoothed_cli"``. - start_day: Query data beginning on this date. Provided as a - ``datetime.date`` object. If ``start_day`` is ``None``, defaults to the - first day data is available for this signal. If ``time_type == "week"``, then - this is rounded to the epiweek containing the day (i.e. the previous Sunday). - end_day: Query data up to this date, inclusive. Provided as a - ``datetime.date`` object. If ``end_day`` is ``None``, defaults to the most - recent day data is available for this signal. If ``time_type == "week"``, then - this is rounded to the epiweek containing the day (i.e. the previous Sunday). - geo_type: The geography type for which to request this data, such as - ``"county"`` or ``"state"``. Available types are described in the - COVIDcast signal documentation. Defaults to ``"county"``. - geo_values: The geographies to fetch data for. The default, ``"*"``, - fetches all geographies. To fetch one geography, specify its ID as a - string; multiple geographies can be provided as an iterable (list, tuple, - ...) of strings. - as_of: Fetch only data that was available on or before this date, - provided as a ``datetime.date`` object. If ``None``, the default, return - the most recent available data. If ``time_type == "week"``, then - this is rounded to the epiweek containing the day (i.e. the previous Sunday). - lag: Integer. If, for example, ``lag=3``, fetch only data that was - published or updated exactly 3 days after the date. For example, a row - with ``time_value`` of June 3 will only be included in the results if its - data was issued or updated on June 6. If ``None``, the default, return the - most recently issued data regardless of its lag. - time_type: The temporal resolution to request this data. Most signals - are available at the "day" resolution (the default); some are only - available at the "week" resolution, representing an MMWR week ("epiweek"). - :returns: A Pandas data frame with matching data, or ``None`` if no data is - returned. Each row is one observation on one day in one geographic location. - Contains the following columns: - """ - if start_day > end_day: - raise ValueError( - "end_day must be on or after start_day, but " f"start_day = '{start_day}', end_day = '{end_day}'" - ) - - response = Epidata.covidcast( - data_source, - signal, - time_type=time_type, - geo_type=geo_type, - time_values=Epidata.range(start_day.strftime("%Y%m%d"), end_day.strftime("%Y%m%d")), - geo_value=geo_values, - as_of=as_of, - lag=lag, - ) - if response["result"] != 1: - # Something failed in the API and we did not get real metadata - raise RuntimeError("Error when fetching signal data from the API", response["message"]) - - api_df = pd.DataFrame.from_dict(response["epidata"]) - api_df["issue"] = pd.to_datetime(api_df["issue"], format="%Y%m%d") - api_df["time_value"] = pd.to_datetime(api_df["time_value"], format="%Y%m%d") - api_df.drop("direction", axis=1, inplace=True) - api_df["data_source"] = data_source - api_df["signal"] = signal - - return api_df - -def check_metadata(): - expected_df = covidcast.metadata() - df = ported_metadata().metadata() - assert_frame_equal(expected_df, df) - -def check_signal(): - meta_df = covidcast.metadata() - startdate = datetime(year=2022, month=2, day=1) - data_filter = (meta_df["max_time"] >= startdate) - signal_df = meta_df[data_filter].groupby("data_source")["signal"].agg(['unique']) - enddate = startdate + timedelta(days=3) - - for data_source, row in signal_df.iterrows(): - signals = list(row[0]) - for signal in signals: - expected_df = covidcast.signal(data_source, signal, start_day=startdate, end_day=enddate, geo_type="state") - if expected_df is None: - print("%s %s %s %s not existing", data_source, signal, startdate, enddate) - - df = ported_signal(data_source, signal, start_day=startdate, end_day=enddate, geo_type="state") - - check = df.merge(expected_df, indicator=True) - assert (check["_merge"] == "both").all() - assert check["_left_only"].empty - assert check["_right_only"].empty - -if __name__ == "__main__": - # check_metadata() - check_signal() diff --git a/testing_utils/delphi_utils/check_covidcast_port.py b/testing_utils/delphi_utils/check_covidcast_port.py index 1f7f50ace..0ef6979a5 100644 --- a/testing_utils/delphi_utils/check_covidcast_port.py +++ b/testing_utils/delphi_utils/check_covidcast_port.py @@ -138,9 +138,8 @@ def ported_signal( ) if response["result"] != 1: - print(f"check {data_source} {signal}") # Something failed in the API and we did not get real metadata - # raise RuntimeError("Error when fetching signal data from the API", response["message"]) + raise RuntimeError("Error when fetching signal data from the API", response["message"]) api_df = pd.DataFrame.from_dict(response["epidata"]) if not api_df.empty: @@ -293,30 +292,36 @@ def check_signal(): for date_range, data_source_signal_list in signal_timeframe_dict.items(): for data_source, signal in data_source_signal_list: time_type = date_range[2] - expected_df = covidcast.signal(data_source, signal, start_day=date_range[0], end_day=date_range[1], - geo_type="state", time_type=time_type) - if expected_df is None: - raise RuntimeError("Data should exists") + filename = f"{CURRENT_DIR}/covidcast_result/{data_source}_{signal}.parquet" + if not Path(filename).is_file(): + # every signal except google-symptom has geo type of state + geo_type = "state" + if data_source == "google-symptom": + geo_type = "county" - else: - signal_df_dict[(data_source, signal, time_type)] = expected_df + expected_df = covidcast.signal(data_source, signal, start_day=date_range[0], end_day=date_range[1], + geo_type=geo_type, time_type=time_type) + if expected_df is None: + raise RuntimeError("Data should exists") + + expected_df.to_parquet(filename) + signal_df_dict[(data_source, signal, time_type)] = filename - time.sleep(500)# TODO find a elegant way of seperating the logs for the calls from covidcast vs epidata - print("-" * 90) for date_range, data_source_signal_list in signal_timeframe_dict.items(): for data_source, signal in data_source_signal_list: - expected_df = signal_df_dict.get((data_source, signal, date_range[2])) + expected_filename = signal_df_dict.get((data_source, signal, date_range[2])) + expected_df = pd.read_parquet(expected_filename) + # every signal except google-symptom has geo type of state + geo_type = "state" + if data_source == "google-symptom": + geo_type = "county" df = ported_signal(data_source, signal, start_day=date_range[0], end_day=date_range[1], time_type=date_range[2], - geo_type="state") - if not expected_df.empty: - check = df.merge(expected_df, indicator=True) - assert (check["_merge"] == "both").all() - else: - assert df.empty - + geo_type=geo_type) + check = df.merge(expected_df, indicator=True) + assert (check["_merge"] == "both").all() if __name__ == "__main__": - # check_metadata() + check_metadata() check_signal() \ No newline at end of file From e5c3b46373cc9a7a57f418c68e83197f21dd7d96 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Fri, 9 Aug 2024 12:11:23 -0400 Subject: [PATCH 16/55] delphi_utils/validator/datafetcher.py --- .../delphi_utils/validator/datafetcher.py | 25 +++++++++++-------- 1 file changed, 15 insertions(+), 10 deletions(-) diff --git a/_delphi_utils_python/delphi_utils/validator/datafetcher.py b/_delphi_utils_python/delphi_utils/validator/datafetcher.py index 484da7183..46130c86b 100644 --- a/_delphi_utils_python/delphi_utils/validator/datafetcher.py +++ b/_delphi_utils_python/delphi_utils/validator/datafetcher.py @@ -120,17 +120,21 @@ def get_geo_signal_combos(data_source, api_key): source_signal_mappings = {i['source']:i['db_source'] for i in meta_response.json()} - response = Epidata.covidcast_meta() + with warnings.catch_warnings(): + warnings.simplefilter("ignore") - if response["result"] != 1: - # Something failed in the API and we did not get real metadata - raise RuntimeError("Error when fetching metadata from the API", response["message"]) + response = Epidata.covidcast_meta() + + if response["result"] != 1: + # Something failed in the API and we did not get real metadata + raise RuntimeError("Error when fetching metadata from the API", response["message"]) - meta = pd.DataFrame.from_dict(response["epidata"]) - # note: this will fail for signals with weekly data, but currently not supported for validation - meta["min_time"] = meta.apply(lambda x: pd.to_datetime(str(x.min_time), format="%Y%m%d"), axis=1) - meta["max_time"] = meta.apply(lambda x: pd.to_datetime(str(x.max_time), format="%Y%m%d"), axis=1) - meta["last_update"] = pd.to_datetime(meta["last_update"], unit="s") + meta = pd.DataFrame.from_dict(response["epidata"]) + # note: this will fail for signals with weekly data, but currently not supported for validation + meta = meta[meta["time_type"] == "day"] + meta["min_time"] = meta.apply(lambda x: pd.to_datetime(str(x.min_time), format="%Y%m%d"), axis=1) + meta["max_time"] = meta.apply(lambda x: pd.to_datetime(str(x.max_time), format="%Y%m%d"), axis=1) + meta["last_update"] = pd.to_datetime(meta["last_update"], unit="s") source_meta = meta[meta['data_source'] == data_source] # Need to convert np.records to tuples so they are hashable and can be used in sets and dicts. @@ -184,7 +188,7 @@ def fetch_api_reference(data_source, start_date, end_date, geo_type, signal_type time_type="day", geo_type=geo_type, time_values=Epidata.range(start_date.strftime("%Y%m%d"), end_date.strftime("%Y%m%d")), - geo_value=geo_type, + geo_value="*" ) if response["result"] != 1: # Something failed in the API and we did not get real metadata @@ -193,6 +197,7 @@ def fetch_api_reference(data_source, start_date, end_date, geo_type, signal_type api_df = None if len(response["epidata"]) > 0: api_df = pd.DataFrame.from_dict(response["epidata"]) + # note: this will fail for signals with weekly data, but currently not supported for validation api_df["issue"] = pd.to_datetime(api_df["issue"], format="%Y%m%d") api_df["time_value"] = pd.to_datetime(api_df["time_value"], format="%Y%m%d") api_df.drop("direction", axis=1, inplace=True) From 33936a4fca1cff81d4cbbd3021c4308b9b13328b Mon Sep 17 00:00:00 2001 From: Dmitry Shemetov Date: Fri, 9 Aug 2024 15:33:29 -0700 Subject: [PATCH 17/55] test+refactor: tweak covidcast port tests and rewrite the _parse_datetimes function to use Pandas idioms --- .../delphi_sir_complainsalot/check_source.py | 8 +- .../delphi_sir_complainsalot/date_utils.py | 39 +++--- testing_utils/delphi_utils/.gitignore | 1 + .../delphi_utils/check_covidcast_port.py | 121 ++++++++++-------- testing_utils/delphi_utils/requirements.txt | 11 +- 5 files changed, 89 insertions(+), 91 deletions(-) create mode 100644 testing_utils/delphi_utils/.gitignore diff --git a/sir_complainsalot/delphi_sir_complainsalot/check_source.py b/sir_complainsalot/delphi_sir_complainsalot/check_source.py index 378a014c0..cc9c47fdd 100644 --- a/sir_complainsalot/delphi_sir_complainsalot/check_source.py +++ b/sir_complainsalot/delphi_sir_complainsalot/check_source.py @@ -94,12 +94,12 @@ def check_source(data_source, meta, params, grace, logger): # pylint: disable=t if response["result"] == 1: latest_data = pd.DataFrame.from_dict(response["epidata"]) - latest_data["issue"] = latest_data.apply(lambda x: _parse_datetimes(x.issue, x.time_type), axis=1) - latest_data["time_value"] = latest_data.apply(lambda x: _parse_datetimes(x.time_value, x.time_type), axis=1) + time_type = latest_data["time_type"].value[0] + latest_data = _parse_datetimes(latest_data, "time_value", time_type) + latest_data = _parse_datetimes(latest_data, "issue", time_type) latest_data.drop("direction", axis=1, inplace=True) - unique_dates = [pd.to_datetime(val).date() - for val in latest_data["time_value"].unique()] + unique_dates = list(latest_data["time_value"].dt.date.unique()) current_lag_in_days = (datetime.now().date() - max(unique_dates)).days lag_calculated_from_api = True diff --git a/sir_complainsalot/delphi_sir_complainsalot/date_utils.py b/sir_complainsalot/delphi_sir_complainsalot/date_utils.py index 2e57d3a95..a8f179320 100644 --- a/sir_complainsalot/delphi_sir_complainsalot/date_utils.py +++ b/sir_complainsalot/delphi_sir_complainsalot/date_utils.py @@ -1,35 +1,28 @@ from datetime import datetime -from typing import Union from epiweeks import Week import pandas as pd -def _date_to_api_string(date: datetime.date, time_type: str = "day") -> str: # pylint: disable=W0621 + +def _date_to_api_string(d: datetime, time_type: str = "day") -> str: """Convert a date object to a YYYYMMDD or YYYYMM string expected by the API.""" if time_type == "day": - date_str = date.strftime("%Y%m%d") + return d.strftime("%Y%m%d") elif time_type == "week": - date_str = Week.fromdate(date).cdcformat() - return date_str - -def _parse_datetimes(date_int: str, time_type: str, date_format: str = "%Y%m%d") -> Union[pd.Timestamp, None]: - """Convert a date or epiweeks string into timestamp objects. - - Datetimes (length 8) are converted to their corresponding date, while epiweeks (length 6) - are converted to the date of the start of the week. Returns nan otherwise + return Week.fromdate(d).cdcformat() + raise ValueError(f"Unknown time_type: {time_type}") - Epiweeks use the CDC format. +def _parse_datetimes(df: pd.DataFrame, col: str, time_type: str, date_format: str = "%Y%m%d") -> pd.DataFrame: + """Convert a DataFrame date or epiweek column into datetimes. - date_int: Int representation of date. - time_type: The temporal resolution to request this data. Most signals - are available at the "day" resolution (the default); some are only - available at the "week" resolution, representing an MMWR week ("epiweek"). - date_format: String of the date format to parse. - :returns: Timestamp. + Assumes the column is string type. Dates are assumed to be in the YYYYMMDD + format by default. Weeks are assumed to be in the epiweek CDC format YYYYWW + format and return the date of the first day of the week. """ - date_str = str(date_int) if time_type == "day": - return pd.to_datetime(date_str, format=date_format) + df[col] = pd.to_datetime(df[col], format=date_format) + return df if time_type == "week": - epiwk = Week(int(date_str[:4]), int(date_str[-2:])) - return pd.to_datetime(epiwk.startdate()) - return None \ No newline at end of file + df[col] = df[col].apply(lambda x: Week(int(x[:4]), int(x[-2:])).startdate()) + df[col] = pd.to_datetime(df[col]) + return df + raise ValueError(f"Unknown time_type: {time_type}") diff --git a/testing_utils/delphi_utils/.gitignore b/testing_utils/delphi_utils/.gitignore new file mode 100644 index 000000000..c5495365c --- /dev/null +++ b/testing_utils/delphi_utils/.gitignore @@ -0,0 +1 @@ +covidcast_result \ No newline at end of file diff --git a/testing_utils/delphi_utils/check_covidcast_port.py b/testing_utils/delphi_utils/check_covidcast_port.py index 0ef6979a5..114402887 100644 --- a/testing_utils/delphi_utils/check_covidcast_port.py +++ b/testing_utils/delphi_utils/check_covidcast_port.py @@ -1,50 +1,44 @@ """ script to check converting covidcast api calls with Epidata.covidcast Epidata.covidcast_meta """ -import time + from collections import defaultdict from pathlib import Path from typing import Union, Iterable, Tuple, List, Dict from datetime import datetime, timedelta, date -import numpy as np import pandas as pd import covidcast +import tqdm from delphi_epidata import Epidata from pandas.testing import assert_frame_equal import os from epiweeks import Week -API_KEY = os.environ.get('DELPHI_API_KEY') +API_KEY = os.environ.get("DELPHI_API_KEY", os.environ.get("DELPHI_EPIDATA_KEY")) covidcast.use_api_key(API_KEY) - -Epidata.debug = True Epidata.auth = ("epidata", API_KEY) - CURRENT_DIR = Path(__file__).parent +if not Path(f"{CURRENT_DIR}/covidcast_result").is_dir(): + os.mkdir(f"{CURRENT_DIR}/covidcast_result") -def _parse_datetimes(date_int: int, time_type: str, date_format: str = "%Y%m%d") -> Union[pd.Timestamp, None]: - """Convert a date or epiweeks string into timestamp objects. - Datetimes (length 8) are converted to their corresponding date, while epiweeks (length 6) - are converted to the date of the start of the week. Returns nan otherwise +def _parse_datetimes(df: pd.DataFrame, col: str, time_type: str, date_format: str = "%Y%m%d") -> pd.DataFrame: + """Convert a DataFrame date or epiweek column into datetimes. - Epiweeks use the CDC format. - - date_int: Int representation of date. - time_type: The temporal resolution to request this data. Most signals - are available at the "day" resolution (the default); some are only - available at the "week" resolution, representing an MMWR week ("epiweek"). - date_format: String of the date format to parse. - :returns: Timestamp. + Assumes the column is string type. Dates are assumed to be in the YYYYMMDD + format by default. Weeks are assumed to be in the epiweek CDC format YYYYWW + format and return the date of the first day of the week. """ - date_str = str(date_int) if time_type == "day": - return pd.to_datetime(date_str, format=date_format) + df[col] = pd.to_datetime(df[col], format=date_format) + return df if time_type == "week": - epiwk = Week(int(date_str[:4]), int(date_str[-2:])) - return pd.to_datetime(epiwk.startdate()) - return None + df[col] = df[col].apply(lambda x: Week(int(x[:4]), int(x[-2:])).startdate()) + df[col] = pd.to_datetime(df[col]) + return df + raise ValueError(f"Unknown time_type: {time_type}") + def ported_metadata() -> Union[pd.DataFrame, None]: @@ -62,8 +56,9 @@ def ported_metadata() -> Union[pd.DataFrame, None]: raise RuntimeError("Error when fetching metadata from the API", response["message"]) df = pd.DataFrame.from_dict(response["epidata"]) - df["min_time"] = df.apply(lambda x: _parse_datetimes(x.min_time, x.time_type), axis=1) - df["max_time"] = df.apply(lambda x: _parse_datetimes(x.max_time, x.time_type), axis=1) + time_type = df["time_type"].values[0] + df = _parse_datetimes(df, "time_value", time_type) + df = _parse_datetimes(df, "issue", time_type) df["last_update"] = pd.to_datetime(df["last_update"], unit="s") return df @@ -143,30 +138,32 @@ def ported_signal( api_df = pd.DataFrame.from_dict(response["epidata"]) if not api_df.empty: - api_df["issue"] = api_df.apply(lambda x: _parse_datetimes(x.issue, x.time_type), axis=1) - api_df["time_value"] = api_df.apply(lambda x: _parse_datetimes(x.time_value, x.time_type), axis=1) + time_type = api_df["time_type"].values[0] + api_df = _parse_datetimes(api_df, "time_value", time_type) + api_df = _parse_datetimes(api_df, "issue", time_type) api_df.drop("direction", axis=1, inplace=True) api_df["data_source"] = data_source api_df["signal"] = signal return api_df -def check_metadata(): +def check_metadata(): expected_df = covidcast.metadata() df = ported_metadata() assert_frame_equal(expected_df, df) + def ported_signal( - data_source: str, - signal: str, # pylint: disable=W0621 - start_day: date = None, - end_day: date = None, - geo_type: str = "county", - geo_values: Union[str, Iterable[str]] = "*", - as_of: date = None, - lag: int = None, - time_type: str = "day", + data_source: str, + signal: str, # pylint: disable=W0621 + start_day: date = None, + end_day: date = None, + geo_type: str = "county", + geo_values: Union[str, Iterable[str]] = "*", + as_of: date = None, + lag: int = None, + time_type: str = "day", ) -> Union[pd.DataFrame, None]: """ Makes covidcast signal api call. @@ -233,8 +230,9 @@ def ported_signal( api_df = pd.DataFrame.from_dict(response["epidata"]) if not api_df.empty: - api_df["issue"] = api_df.apply(lambda x: _parse_datetimes(x.issue, x.time_type), axis=1) - api_df["time_value"] = api_df.apply(lambda x: _parse_datetimes(x.time_value, x.time_type), axis=1) + time_type = api_df["time_type"].values[0] + api_df = _parse_datetimes(api_df, "time_value", time_type) + api_df = _parse_datetimes(api_df, "issue", time_type) api_df.drop("direction", axis=1, inplace=True) api_df["data_source"] = data_source api_df["signal"] = signal @@ -252,11 +250,11 @@ def generate_start_date_per_signal() -> Dict[Tuple[datetime, datetime, str], Lis Dict[Tuple[datetime.datetime, datetime.datetime, str],[List[Tuple[str, str]]] """ meta_df = pd.DataFrame.from_dict(Epidata.covidcast_meta()["epidata"]) - meta_df["min_time"] = meta_df["min_time"].astype('str') + meta_df["min_time"] = meta_df["min_time"].astype("str") + meta_df = meta_df.groupby("data_source").first() signal_timeframe_dict = defaultdict(list) for start_str, data in meta_df.groupby("min_time"): - data_source_groups = data.groupby("data_source") for data_source, df in data_source_groups: signals = list(df["signal"].unique()) @@ -274,8 +272,7 @@ def generate_start_date_per_signal() -> Dict[Tuple[datetime, datetime, str], Lis elif time_type == "week": start_time = Week(year=int(start_str[:4]), week=int(start_str[-2:])) end_time = (start_time + 2).startdate() - date_range = (start_time.startdate(), - end_time, time_type) + date_range = (start_time.startdate(), end_time, time_type) signal_timeframe_dict[date_range].append((data_source, signal)) return signal_timeframe_dict @@ -289,39 +286,51 @@ def check_signal(): """ signal_timeframe_dict = generate_start_date_per_signal() signal_df_dict = dict() - for date_range, data_source_signal_list in signal_timeframe_dict.items(): + for date_range, data_source_signal_list in tqdm.tqdm(signal_timeframe_dict.items()): for data_source, signal in data_source_signal_list: time_type = date_range[2] filename = f"{CURRENT_DIR}/covidcast_result/{data_source}_{signal}.parquet" if not Path(filename).is_file(): # every signal except google-symptom has geo type of state geo_type = "state" - if data_source == "google-symptom": + if data_source == "google-symptoms": geo_type = "county" - - expected_df = covidcast.signal(data_source, signal, start_day=date_range[0], end_day=date_range[1], - geo_type=geo_type, time_type=time_type) - if expected_df is None: - raise RuntimeError("Data should exists") + expected_df = covidcast.signal( + data_source, + signal, + start_day=date_range[0], + end_day=date_range[1], + geo_type=geo_type, + time_type=time_type, + ) + assert not expected_df.empty, "Received no data from covidcast API." expected_df.to_parquet(filename) signal_df_dict[(data_source, signal, time_type)] = filename - for date_range, data_source_signal_list in signal_timeframe_dict.items(): + for date_range, data_source_signal_list in tqdm.tqdm(signal_timeframe_dict.items()): for data_source, signal in data_source_signal_list: expected_filename = signal_df_dict.get((data_source, signal, date_range[2])) expected_df = pd.read_parquet(expected_filename) # every signal except google-symptom has geo type of state geo_type = "state" - if data_source == "google-symptom": + if data_source == "google-symptoms": geo_type = "county" - df = ported_signal(data_source, signal, start_day=date_range[0], end_day=date_range[1], - time_type=date_range[2], - geo_type=geo_type) + df = ported_signal( + data_source, + signal, + start_day=date_range[0], + end_day=date_range[1], + time_type=date_range[2], + geo_type=geo_type, + ) + assert not df.empty, "Received no data from covidcast API." + check = df.merge(expected_df, indicator=True) assert (check["_merge"] == "both").all() + if __name__ == "__main__": check_metadata() - check_signal() \ No newline at end of file + check_signal() diff --git a/testing_utils/delphi_utils/requirements.txt b/testing_utils/delphi_utils/requirements.txt index ba610eb52..c27ee99cc 100644 --- a/testing_utils/delphi_utils/requirements.txt +++ b/testing_utils/delphi_utils/requirements.txt @@ -1,12 +1,7 @@ -boto3 covidcast delphi-epidata -scs<3.2.6 # TODO: remove this ; it is a cvxpy dependency and the excluded version appears to break our jenkins build. see: https://github.com/cvxgrp/scs/issues/283 epiweeks -importlib_resources>=1.3 -moto~=4.2.14 numpy -pandas>=1.1.0 -pylint==2.8.3 -structlog -xlrd \ No newline at end of file +pandas==1.5.3 +pyarrow +tqdm \ No newline at end of file From 01a7f669156ac112fd79135e5f1994fcf7ef941e Mon Sep 17 00:00:00 2001 From: Dmitry Shemetov Date: Fri, 9 Aug 2024 15:39:04 -0700 Subject: [PATCH 18/55] fix: don't parse datetimes on unused columns --- _delphi_utils_python/delphi_utils/validator/datafetcher.py | 3 --- 1 file changed, 3 deletions(-) diff --git a/_delphi_utils_python/delphi_utils/validator/datafetcher.py b/_delphi_utils_python/delphi_utils/validator/datafetcher.py index 46130c86b..d896aa0b3 100644 --- a/_delphi_utils_python/delphi_utils/validator/datafetcher.py +++ b/_delphi_utils_python/delphi_utils/validator/datafetcher.py @@ -132,9 +132,6 @@ def get_geo_signal_combos(data_source, api_key): meta = pd.DataFrame.from_dict(response["epidata"]) # note: this will fail for signals with weekly data, but currently not supported for validation meta = meta[meta["time_type"] == "day"] - meta["min_time"] = meta.apply(lambda x: pd.to_datetime(str(x.min_time), format="%Y%m%d"), axis=1) - meta["max_time"] = meta.apply(lambda x: pd.to_datetime(str(x.max_time), format="%Y%m%d"), axis=1) - meta["last_update"] = pd.to_datetime(meta["last_update"], unit="s") source_meta = meta[meta['data_source'] == data_source] # Need to convert np.records to tuples so they are hashable and can be used in sets and dicts. From 6eeef4ebca3d3626990b402e1dc66c1be576170b Mon Sep 17 00:00:00 2001 From: Dmitry Shemetov Date: Fri, 9 Aug 2024 15:43:42 -0700 Subject: [PATCH 19/55] lint: remove unused types --- _delphi_utils_python/delphi_utils/validator/datafetcher.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/_delphi_utils_python/delphi_utils/validator/datafetcher.py b/_delphi_utils_python/delphi_utils/validator/datafetcher.py index d896aa0b3..76459982f 100644 --- a/_delphi_utils_python/delphi_utils/validator/datafetcher.py +++ b/_delphi_utils_python/delphi_utils/validator/datafetcher.py @@ -6,13 +6,11 @@ import warnings from os import listdir from os.path import isfile, join -from typing import Union import numpy as np import pandas as pd import requests from delphi_epidata import Epidata -from epiweeks import Week from .errors import APIDataFetchError, ValidationFailure From 1f59e068e1a34c72df8cb36ddc2c690070c71bc0 Mon Sep 17 00:00:00 2001 From: Dmitry Shemetov Date: Fri, 9 Aug 2024 16:52:33 -0700 Subject: [PATCH 20/55] fix: dont import covidcast in sir_complainsalot --- sir_complainsalot/delphi_sir_complainsalot/check_source.py | 1 - 1 file changed, 1 deletion(-) diff --git a/sir_complainsalot/delphi_sir_complainsalot/check_source.py b/sir_complainsalot/delphi_sir_complainsalot/check_source.py index cc9c47fdd..63277cbfb 100644 --- a/sir_complainsalot/delphi_sir_complainsalot/check_source.py +++ b/sir_complainsalot/delphi_sir_complainsalot/check_source.py @@ -4,7 +4,6 @@ from datetime import datetime, timedelta from typing import List -import covidcast import pandas as pd from delphi_epidata import Epidata From 7f60275b030de4ac7a2a9504502badd32be2b781 Mon Sep 17 00:00:00 2001 From: Dmitry Shemetov Date: Fri, 9 Aug 2024 16:53:22 -0700 Subject: [PATCH 21/55] fix: remove covidcast from indicator setup.py dependencies --- _delphi_utils_python/setup.py | 1 - _template_python/setup.py | 1 - changehc/setup.py | 1 - claims_hosp/setup.py | 1 - hhs_hosp/setup.py | 1 - quidel_covidtest/setup.py | 1 - sir_complainsalot/setup.py | 1 - 7 files changed, 7 deletions(-) diff --git a/_delphi_utils_python/setup.py b/_delphi_utils_python/setup.py index 0bb38ad8a..18b3ac49c 100644 --- a/_delphi_utils_python/setup.py +++ b/_delphi_utils_python/setup.py @@ -6,7 +6,6 @@ required = [ "boto3", - "covidcast", "delphi-epidata", "cvxpy", "scs<3.2.6", # TODO: remove this ; it is a cvxpy dependency, and the excluded version appears to break our jenkins build. see: https://github.com/cvxgrp/scs/issues/283 diff --git a/_template_python/setup.py b/_template_python/setup.py index d7bc44078..a83d9a4ff 100644 --- a/_template_python/setup.py +++ b/_template_python/setup.py @@ -2,7 +2,6 @@ from setuptools import find_packages required = [ - "covidcast", "darker[isort]~=2.1.1", "delphi-utils", "numpy", diff --git a/changehc/setup.py b/changehc/setup.py index d95beb771..41fff16c1 100644 --- a/changehc/setup.py +++ b/changehc/setup.py @@ -3,7 +3,6 @@ required = [ "boto3", - "covidcast", "darker[isort]~=2.1.1", "delphi-utils", "moto~=4.2.14", diff --git a/claims_hosp/setup.py b/claims_hosp/setup.py index 3b859c294..1fe63f2f0 100644 --- a/claims_hosp/setup.py +++ b/claims_hosp/setup.py @@ -2,7 +2,6 @@ from setuptools import find_packages required = [ - "covidcast", "darker[isort]~=2.1.1", "delphi-utils", "numpy", diff --git a/hhs_hosp/setup.py b/hhs_hosp/setup.py index 90a685ac8..46cf9d844 100644 --- a/hhs_hosp/setup.py +++ b/hhs_hosp/setup.py @@ -2,7 +2,6 @@ from setuptools import find_packages required = [ - "covidcast", "darker[isort]~=2.1.1", "delphi-epidata", "delphi-utils", diff --git a/quidel_covidtest/setup.py b/quidel_covidtest/setup.py index c2791930f..8e141e208 100644 --- a/quidel_covidtest/setup.py +++ b/quidel_covidtest/setup.py @@ -2,7 +2,6 @@ from setuptools import find_packages required = [ - "covidcast", "darker[isort]~=2.1.1", "delphi-utils", "imap-tools", diff --git a/sir_complainsalot/setup.py b/sir_complainsalot/setup.py index 157c001b2..9392ef07b 100644 --- a/sir_complainsalot/setup.py +++ b/sir_complainsalot/setup.py @@ -2,7 +2,6 @@ from setuptools import find_packages required = [ - "covidcast", "darker[isort]~=2.1.1", "delphi-utils", "pandas", From 55150bc3fc889589b8f54ec11d883dd013f29091 Mon Sep 17 00:00:00 2001 From: Dmitry Shemetov Date: Fri, 9 Aug 2024 17:17:39 -0700 Subject: [PATCH 22/55] fix: remove duplicate ported_signal --- .../delphi_utils/check_covidcast_port.py | 86 ------------------- 1 file changed, 86 deletions(-) diff --git a/testing_utils/delphi_utils/check_covidcast_port.py b/testing_utils/delphi_utils/check_covidcast_port.py index 114402887..f5611ae73 100644 --- a/testing_utils/delphi_utils/check_covidcast_port.py +++ b/testing_utils/delphi_utils/check_covidcast_port.py @@ -154,92 +154,6 @@ def check_metadata(): assert_frame_equal(expected_df, df) -def ported_signal( - data_source: str, - signal: str, # pylint: disable=W0621 - start_day: date = None, - end_day: date = None, - geo_type: str = "county", - geo_values: Union[str, Iterable[str]] = "*", - as_of: date = None, - lag: int = None, - time_type: str = "day", -) -> Union[pd.DataFrame, None]: - """ - Makes covidcast signal api call. - - data_source: String identifying the data source to query, such as - ``"fb-survey"``. - signal: String identifying the signal from that source to query, - such as ``"smoothed_cli"``. - start_day: Query data beginning on this date. Provided as a - ``datetime.date`` object. If ``start_day`` is ``None``, defaults to the - first day data is available for this signal. If ``time_type == "week"``, then - this is rounded to the epiweek containing the day (i.e. the previous Sunday). - end_day: Query data up to this date, inclusive. Provided as a - ``datetime.date`` object. If ``end_day`` is ``None``, defaults to the most - recent day data is available for this signal. If ``time_type == "week"``, then - this is rounded to the epiweek containing the day (i.e. the previous Sunday). - geo_type: The geography type for which to request this data, such as - ``"county"`` or ``"state"``. Available types are described in the - COVIDcast signal documentation. Defaults to ``"county"``. - geo_values: The geographies to fetch data for. The default, ``"*"``, - fetches all geographies. To fetch one geography, specify its ID as a - string; multiple geographies can be provided as an iterable (list, tuple, - ...) of strings. - as_of: Fetch only data that was available on or before this date, - provided as a ``datetime.date`` object. If ``None``, the default, return - the most recent available data. If ``time_type == "week"``, then - this is rounded to the epiweek containing the day (i.e. the previous Sunday). - lag: Integer. If, for example, ``lag=3``, fetch only data that was - published or updated exactly 3 days after the date. For example, a row - with ``time_value`` of June 3 will only be included in the results if its - data was issued or updated on June 6. If ``None``, the default, return the - most recently issued data regardless of its lag. - time_type: The temporal resolution to request this data. Most signals - are available at the "day" resolution (the default); some are only - available at the "week" resolution, representing an MMWR week ("epiweek"). - :returns: A Pandas data frame with matching data, or ``None`` if no data is - returned. Each row is one observation on one day in one geographic location. - Contains the following columns: - """ - if start_day > end_day: - raise ValueError( - "end_day must be on or after start_day, but " f"start_day = '{start_day}', end_day = '{end_day}'" - ) - - if time_type == "day": - time_values = Epidata.range(start_day.strftime("%Y%m%d"), end_day.strftime("%Y%m%d")) - else: - time_values = Epidata.range(start_day.strftime("%Y%W"), end_day.strftime("%Y%W")) - response = Epidata.covidcast( - data_source, - signal, - time_type=time_type, - geo_type=geo_type, - time_values=time_values, - geo_value=geo_values, - as_of=as_of, - lag=lag, - ) - - if response["result"] != 1: - print(f"check {data_source} {signal}") - # Something failed in the API and we did not get real metadata - # raise RuntimeError("Error when fetching signal data from the API", response["message"]) - - api_df = pd.DataFrame.from_dict(response["epidata"]) - if not api_df.empty: - time_type = api_df["time_type"].values[0] - api_df = _parse_datetimes(api_df, "time_value", time_type) - api_df = _parse_datetimes(api_df, "issue", time_type) - api_df.drop("direction", axis=1, inplace=True) - api_df["data_source"] = data_source - api_df["signal"] = signal - - return api_df - - def generate_start_date_per_signal() -> Dict[Tuple[datetime, datetime, str], List[Tuple[str]]]: """ Generate a dictionary of date range associated with individual signals From 329d3407e976bfef5208d468c482122b12afe41b Mon Sep 17 00:00:00 2001 From: Dmitry Shemetov Date: Mon, 12 Aug 2024 11:30:53 -0700 Subject: [PATCH 23/55] fix: revert _parse_datetimes --- .../delphi_sir_complainsalot/check_source.py | 5 ++-- .../delphi_sir_complainsalot/date_utils.py | 18 ++++++------ .../delphi_sir_complainsalot/run.py | 2 +- .../delphi_utils/check_covidcast_port.py | 28 +++++++++---------- 4 files changed, 25 insertions(+), 28 deletions(-) diff --git a/sir_complainsalot/delphi_sir_complainsalot/check_source.py b/sir_complainsalot/delphi_sir_complainsalot/check_source.py index 63277cbfb..9d9c7ca37 100644 --- a/sir_complainsalot/delphi_sir_complainsalot/check_source.py +++ b/sir_complainsalot/delphi_sir_complainsalot/check_source.py @@ -93,9 +93,8 @@ def check_source(data_source, meta, params, grace, logger): # pylint: disable=t if response["result"] == 1: latest_data = pd.DataFrame.from_dict(response["epidata"]) - time_type = latest_data["time_type"].value[0] - latest_data = _parse_datetimes(latest_data, "time_value", time_type) - latest_data = _parse_datetimes(latest_data, "issue", time_type) + latest_data["time_value"] = _parse_datetimes(latest_data, "time_value") + latest_data["issue"] = _parse_datetimes(latest_data, "issue") latest_data.drop("direction", axis=1, inplace=True) unique_dates = list(latest_data["time_value"].dt.date.unique()) diff --git a/sir_complainsalot/delphi_sir_complainsalot/date_utils.py b/sir_complainsalot/delphi_sir_complainsalot/date_utils.py index a8f179320..7df0b89bc 100644 --- a/sir_complainsalot/delphi_sir_complainsalot/date_utils.py +++ b/sir_complainsalot/delphi_sir_complainsalot/date_utils.py @@ -11,18 +11,18 @@ def _date_to_api_string(d: datetime, time_type: str = "day") -> str: return Week.fromdate(d).cdcformat() raise ValueError(f"Unknown time_type: {time_type}") -def _parse_datetimes(df: pd.DataFrame, col: str, time_type: str, date_format: str = "%Y%m%d") -> pd.DataFrame: +def _parse_datetimes(df: pd.DataFrame, col: str, date_format: str = "%Y%m%d") -> pd.Series: """Convert a DataFrame date or epiweek column into datetimes. Assumes the column is string type. Dates are assumed to be in the YYYYMMDD format by default. Weeks are assumed to be in the epiweek CDC format YYYYWW format and return the date of the first day of the week. """ - if time_type == "day": - df[col] = pd.to_datetime(df[col], format=date_format) - return df - if time_type == "week": - df[col] = df[col].apply(lambda x: Week(int(x[:4]), int(x[-2:])).startdate()) - df[col] = pd.to_datetime(df[col]) - return df - raise ValueError(f"Unknown time_type: {time_type}") + df[col] = df[col].astype("str") + def parse_row(row): + if row["time_type"] == "day": + return pd.to_datetime(row[col], format=date_format) + if row["time_type"] == "week": + return pd.to_datetime(Week(int(row[col][:4]), int(row[col][-2:])).startdate()) + return row[col] + return df.apply(parse_row, axis=1) \ No newline at end of file diff --git a/sir_complainsalot/delphi_sir_complainsalot/run.py b/sir_complainsalot/delphi_sir_complainsalot/run.py index b2824e0eb..fb56a2b83 100644 --- a/sir_complainsalot/delphi_sir_complainsalot/run.py +++ b/sir_complainsalot/delphi_sir_complainsalot/run.py @@ -31,7 +31,7 @@ def run_module(): params = read_params() Epidata.auth = ("epidata", params["api_credentials"]) meta = pd.DataFrame.from_dict(Epidata.covidcast_meta().get("epidata", dict())) - meta["max_time"] = meta.apply(lambda x: _parse_datetimes(x.max_time, x.time_type), axis=1) + meta["max_time"] = _parse_datetimes(meta, "max_time") slack_notifier = None if "channel" in params and "slack_token" in params: slack_notifier = SlackNotifier(params["channel"], params["slack_token"]) diff --git a/testing_utils/delphi_utils/check_covidcast_port.py b/testing_utils/delphi_utils/check_covidcast_port.py index f5611ae73..12573f12f 100644 --- a/testing_utils/delphi_utils/check_covidcast_port.py +++ b/testing_utils/delphi_utils/check_covidcast_port.py @@ -23,22 +23,21 @@ os.mkdir(f"{CURRENT_DIR}/covidcast_result") -def _parse_datetimes(df: pd.DataFrame, col: str, time_type: str, date_format: str = "%Y%m%d") -> pd.DataFrame: +def _parse_datetimes(df: pd.DataFrame, col: str, date_format: str = "%Y%m%d") -> pd.Series: """Convert a DataFrame date or epiweek column into datetimes. Assumes the column is string type. Dates are assumed to be in the YYYYMMDD format by default. Weeks are assumed to be in the epiweek CDC format YYYYWW format and return the date of the first day of the week. """ - if time_type == "day": - df[col] = pd.to_datetime(df[col], format=date_format) - return df - if time_type == "week": - df[col] = df[col].apply(lambda x: Week(int(x[:4]), int(x[-2:])).startdate()) - df[col] = pd.to_datetime(df[col]) - return df - raise ValueError(f"Unknown time_type: {time_type}") - + df[col] = df[col].astype("str") + def parse_row(row): + if row["time_type"] == "day": + return pd.to_datetime(row[col], format=date_format) + if row["time_type"] == "week": + return pd.to_datetime(Week(int(row[col][:4]), int(row[col][-2:])).startdate()) + return row[col] + return df.apply(parse_row, axis=1) def ported_metadata() -> Union[pd.DataFrame, None]: @@ -56,9 +55,8 @@ def ported_metadata() -> Union[pd.DataFrame, None]: raise RuntimeError("Error when fetching metadata from the API", response["message"]) df = pd.DataFrame.from_dict(response["epidata"]) - time_type = df["time_type"].values[0] - df = _parse_datetimes(df, "time_value", time_type) - df = _parse_datetimes(df, "issue", time_type) + df["min_time"] = _parse_datetimes(df, "min_time") + df["max_time"] = _parse_datetimes(df, "max_time") df["last_update"] = pd.to_datetime(df["last_update"], unit="s") return df @@ -139,8 +137,8 @@ def ported_signal( api_df = pd.DataFrame.from_dict(response["epidata"]) if not api_df.empty: time_type = api_df["time_type"].values[0] - api_df = _parse_datetimes(api_df, "time_value", time_type) - api_df = _parse_datetimes(api_df, "issue", time_type) + api_df["time_value"] = _parse_datetimes(api_df, "time_value") + api_df["issue"] = _parse_datetimes(api_df, "issue") api_df.drop("direction", axis=1, inplace=True) api_df["data_source"] = data_source api_df["signal"] = signal From 9d91be7eae92b4550eece050560fcd60b6542f6a Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Thu, 22 Aug 2024 10:17:33 -0400 Subject: [PATCH 24/55] adding conditional to fail if api fails --- .../delphi_utils/validator/datafetcher.py | 38 +++++++++++++------ .../delphi_sir_complainsalot/check_source.py | 18 ++++++--- .../delphi_sir_complainsalot/date_utils.py | 8 +++- .../delphi_sir_complainsalot/run.py | 10 ++++- 4 files changed, 55 insertions(+), 19 deletions(-) diff --git a/_delphi_utils_python/delphi_utils/validator/datafetcher.py b/_delphi_utils_python/delphi_utils/validator/datafetcher.py index 76459982f..066d0fbe1 100644 --- a/_delphi_utils_python/delphi_utils/validator/datafetcher.py +++ b/_delphi_utils_python/delphi_utils/validator/datafetcher.py @@ -118,15 +118,13 @@ def get_geo_signal_combos(data_source, api_key): source_signal_mappings = {i['source']:i['db_source'] for i in meta_response.json()} - with warnings.catch_warnings(): - warnings.simplefilter("ignore") + response = Epidata.covidcast_meta() - response = Epidata.covidcast_meta() - - if response["result"] != 1: - # Something failed in the API and we did not get real metadata - raise RuntimeError("Error when fetching metadata from the API", response["message"]) + if response["result"] != 1: + # Something failed in the API and we did not get real metadata + raise RuntimeError("Error when fetching metadata from the API", response["message"]) + else: meta = pd.DataFrame.from_dict(response["epidata"]) # note: this will fail for signals with weekly data, but currently not supported for validation meta = meta[meta["time_type"] == "day"] @@ -183,12 +181,32 @@ def fetch_api_reference(data_source, start_date, end_date, geo_type, signal_type time_type="day", geo_type=geo_type, time_values=Epidata.range(start_date.strftime("%Y%m%d"), end_date.strftime("%Y%m%d")), - geo_value="*" + geo_value="*", ) if response["result"] != 1: - # Something failed in the API and we did not get real metadata + # Something failed in the API and we did not get real signal data raise RuntimeError("Error when fetching signal data from the API", response["message"]) + if response["message"] not in {"success", "no results"}: + warnings.warn( + "Problem obtaining data", + RuntimeWarning, + message=response["message"], + data_source=data_source, + signal=signal, + time_value=params["time_values"], + geo_type=geo_type, + ) + logger.info(f"Trying calling covidcast again") + response = Epidata.covidcast( + data_source, + signal_type, + time_type="day", + geo_type=geo_type, + time_values=Epidata.range(start_date.strftime("%Y%m%d"), end_date.strftime("%Y%m%d")), + geo_value="*", + ) + api_df = None if len(response["epidata"]) > 0: api_df = pd.DataFrame.from_dict(response["epidata"]) @@ -204,8 +222,6 @@ def fetch_api_reference(data_source, start_date, end_date, geo_type, signal_type if api_df is None: raise APIDataFetchError("Error: no API data was returned " + error_context) - if not isinstance(api_df, pd.DataFrame): - raise APIDataFetchError("Error: API return value was not a dataframe " + error_context) column_names = ["geo_id", "val", "se", "sample_size", "time_value"] diff --git a/sir_complainsalot/delphi_sir_complainsalot/check_source.py b/sir_complainsalot/delphi_sir_complainsalot/check_source.py index 9d9c7ca37..59fc636e4 100644 --- a/sir_complainsalot/delphi_sir_complainsalot/check_source.py +++ b/sir_complainsalot/delphi_sir_complainsalot/check_source.py @@ -30,9 +30,12 @@ def __str__(self): def to_md(self): """Markdown formatted form of complaint.""" return "*{source}* `{signal}` ({geos}) {message}; last updated {updated}.".format( - source=self.data_source, signal=self.signal, geos=", ".join(self.geo_types), - message=self.message, updated=self.last_updated.strftime("%Y-%m-%d")) - + source=self.data_source, + signal=self.signal, + geos=", ".join(self.geo_types), + message=self.message, + updated=self.last_updated.strftime("%Y-%m-%d"), + ) def check_source(data_source, meta, params, grace, logger): # pylint: disable=too-many-locals @@ -76,7 +79,8 @@ def check_source(data_source, meta, params, grace, logger): # pylint: disable=t start_day=start_date.strftime("%Y-%m-%d"), end_day=end_date.strftime("%Y-%m-%d"), geo_type=row["geo_type"], - time_type=row["time_type"]) + time_type=row["time_type"], + ) response = Epidata.covidcast( data_source, @@ -91,7 +95,7 @@ def check_source(data_source, meta, params, grace, logger): # pylint: disable=t lag_calculated_from_api = False latest_data = None - if response["result"] == 1: + if response["result"] == 1 and response["message"] == "success": latest_data = pd.DataFrame.from_dict(response["epidata"]) latest_data["time_value"] = _parse_datetimes(latest_data, "time_value") latest_data["issue"] = _parse_datetimes(latest_data, "issue") @@ -101,6 +105,10 @@ def check_source(data_source, meta, params, grace, logger): # pylint: disable=t current_lag_in_days = (datetime.now().date() - max(unique_dates)).days lag_calculated_from_api = True + else: + # Something failed in the API and we did not get real signal data + raise RuntimeError("Error when fetching signal data from the API", message=response["message"]) + logger.info("Signal lag", current_lag_in_days = current_lag_in_days, data_source = data_source, diff --git a/sir_complainsalot/delphi_sir_complainsalot/date_utils.py b/sir_complainsalot/delphi_sir_complainsalot/date_utils.py index 7df0b89bc..ddaceca1d 100644 --- a/sir_complainsalot/delphi_sir_complainsalot/date_utils.py +++ b/sir_complainsalot/delphi_sir_complainsalot/date_utils.py @@ -1,7 +1,8 @@ from datetime import datetime -from epiweeks import Week import pandas as pd +from epiweeks import Week + def _date_to_api_string(d: datetime, time_type: str = "day") -> str: """Convert a date object to a YYYYMMDD or YYYYMM string expected by the API.""" @@ -11,6 +12,7 @@ def _date_to_api_string(d: datetime, time_type: str = "day") -> str: return Week.fromdate(d).cdcformat() raise ValueError(f"Unknown time_type: {time_type}") + def _parse_datetimes(df: pd.DataFrame, col: str, date_format: str = "%Y%m%d") -> pd.Series: """Convert a DataFrame date or epiweek column into datetimes. @@ -19,10 +21,12 @@ def _parse_datetimes(df: pd.DataFrame, col: str, date_format: str = "%Y%m%d") -> format and return the date of the first day of the week. """ df[col] = df[col].astype("str") + def parse_row(row): if row["time_type"] == "day": return pd.to_datetime(row[col], format=date_format) if row["time_type"] == "week": return pd.to_datetime(Week(int(row[col][:4]), int(row[col][-2:])).startdate()) return row[col] - return df.apply(parse_row, axis=1) \ No newline at end of file + + return df.apply(parse_row, axis=1) diff --git a/sir_complainsalot/delphi_sir_complainsalot/run.py b/sir_complainsalot/delphi_sir_complainsalot/run.py index fb56a2b83..4ffc8f15d 100644 --- a/sir_complainsalot/delphi_sir_complainsalot/run.py +++ b/sir_complainsalot/delphi_sir_complainsalot/run.py @@ -30,7 +30,15 @@ def run_module(): start_time = time.time() params = read_params() Epidata.auth = ("epidata", params["api_credentials"]) - meta = pd.DataFrame.from_dict(Epidata.covidcast_meta().get("epidata", dict())) + response = Epidata.covidcast_meta() + + meta = None + if response["result"] == 1: + meta = pd.DataFrame.from_dict(response["epidata"]) + else: + # Something failed in the API and we did not get real metadata + raise RuntimeError("Error when fetching signal data from the API", response["message"]) + meta["max_time"] = _parse_datetimes(meta, "max_time") slack_notifier = None if "channel" in params and "slack_token" in params: From 5ac98ab8915a2d606b55ee366c34556fd4afb782 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Fri, 13 Sep 2024 11:17:59 -0400 Subject: [PATCH 25/55] change --- testing_utils/delphi_utils/check_covidcast_port.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/testing_utils/delphi_utils/check_covidcast_port.py b/testing_utils/delphi_utils/check_covidcast_port.py index 12573f12f..db4f6ba42 100644 --- a/testing_utils/delphi_utils/check_covidcast_port.py +++ b/testing_utils/delphi_utils/check_covidcast_port.py @@ -18,9 +18,9 @@ API_KEY = os.environ.get("DELPHI_API_KEY", os.environ.get("DELPHI_EPIDATA_KEY")) covidcast.use_api_key(API_KEY) Epidata.auth = ("epidata", API_KEY) -CURRENT_DIR = Path(__file__).parent -if not Path(f"{CURRENT_DIR}/covidcast_result").is_dir(): - os.mkdir(f"{CURRENT_DIR}/covidcast_result") +DIR = Path(__file__).parent +if not Path(f"{DIR}/covidcast_result").is_dir(): + os.mkdir(f"{DIR}/covidcast_result") def _parse_datetimes(df: pd.DataFrame, col: str, date_format: str = "%Y%m%d") -> pd.Series: From 15ce75f2f2ca717f2660deeeb6c9558ac3345af2 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Fri, 13 Sep 2024 11:30:01 -0400 Subject: [PATCH 26/55] merge change that didn't make it for some reason --- .../delphi_google_symptoms/date_utils.py | 16 +++++++++++----- 1 file changed, 11 insertions(+), 5 deletions(-) diff --git a/google_symptoms/delphi_google_symptoms/date_utils.py b/google_symptoms/delphi_google_symptoms/date_utils.py index ebfe5109a..fc3ed5bd2 100644 --- a/google_symptoms/delphi_google_symptoms/date_utils.py +++ b/google_symptoms/delphi_google_symptoms/date_utils.py @@ -76,12 +76,18 @@ def generate_num_export_days(params: Dict, logger) -> [int]: num_export_days = params["indicator"]["num_export_days"] custom_run = False if not params["common"].get("custom_run") else params["common"].get("custom_run", False) - if num_export_days is None and not custom_run: + if num_export_days is None: + # Generate a list of signals we expect to produce + sensor_names = set( + "_".join([metric, smoother, "search"]) + for metric, smoother in product(COMBINED_METRIC, SMOOTHERS) + ) + Epidata.auth = ("epidata", params["indicator"]["api_credentials"]) # Fetch metadata to check how recent each signal is - covidcast.use_api_key(params["indicator"]["api_credentials"]) - metadata = covidcast.metadata() - # Filter to only those signals we currently want to produce for `google-symptoms` - gs_metadata = metadata[(metadata.data_source == "google-symptoms") & (metadata.signal.isin(sensor_names))] + metadata = Epidata.covidcast_meta() + # Filter to only those we currently want to produce, ignore any old or deprecated signals + gs_metadata = metadata[(metadata.data_source == "google-symptoms") & + (metadata.signal.isin(sensor_names))] if sensor_names.difference(set(gs_metadata.signal)): # If any signal not in metadata yet, we need to backfill its full history. From 6ee3e9e3dd785f20505b19b75b5990cd1bc0ae52 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Fri, 13 Sep 2024 11:36:38 -0400 Subject: [PATCH 27/55] lint --- sir_complainsalot/delphi_sir_complainsalot/date_utils.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/sir_complainsalot/delphi_sir_complainsalot/date_utils.py b/sir_complainsalot/delphi_sir_complainsalot/date_utils.py index ddaceca1d..da7c38d72 100644 --- a/sir_complainsalot/delphi_sir_complainsalot/date_utils.py +++ b/sir_complainsalot/delphi_sir_complainsalot/date_utils.py @@ -1,3 +1,7 @@ +""" +Utility for converting dates to a format accepted by epidata api. +""" + from datetime import datetime import pandas as pd @@ -6,6 +10,7 @@ def _date_to_api_string(d: datetime, time_type: str = "day") -> str: """Convert a date object to a YYYYMMDD or YYYYMM string expected by the API.""" + # pylint: disable=R1705 if time_type == "day": return d.strftime("%Y%m%d") elif time_type == "week": From f25605d8d317b94ced5daea70d89815ffb98338f Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Fri, 13 Sep 2024 11:39:11 -0400 Subject: [PATCH 28/55] lint again --- sir_complainsalot/delphi_sir_complainsalot/date_utils.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/sir_complainsalot/delphi_sir_complainsalot/date_utils.py b/sir_complainsalot/delphi_sir_complainsalot/date_utils.py index da7c38d72..43516415f 100644 --- a/sir_complainsalot/delphi_sir_complainsalot/date_utils.py +++ b/sir_complainsalot/delphi_sir_complainsalot/date_utils.py @@ -1,6 +1,4 @@ -""" -Utility for converting dates to a format accepted by epidata api. -""" +"""Utility for converting dates to a format accepted by epidata api.""" from datetime import datetime From 2654946113a538e81fb6a636b5385b65d2d05534 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Fri, 13 Sep 2024 11:48:14 -0400 Subject: [PATCH 29/55] fixing logic --- google_symptoms/delphi_google_symptoms/date_utils.py | 4 ++-- google_symptoms/delphi_google_symptoms/run.py | 3 --- 2 files changed, 2 insertions(+), 5 deletions(-) diff --git a/google_symptoms/delphi_google_symptoms/date_utils.py b/google_symptoms/delphi_google_symptoms/date_utils.py index fc3ed5bd2..b32c4f3f8 100644 --- a/google_symptoms/delphi_google_symptoms/date_utils.py +++ b/google_symptoms/delphi_google_symptoms/date_utils.py @@ -4,7 +4,7 @@ from itertools import product from typing import Dict, List, Union -import covidcast +from delphi_epidata import Epidata from delphi_utils.validator.utils import lag_converter from pandas import to_datetime @@ -76,7 +76,7 @@ def generate_num_export_days(params: Dict, logger) -> [int]: num_export_days = params["indicator"]["num_export_days"] custom_run = False if not params["common"].get("custom_run") else params["common"].get("custom_run", False) - if num_export_days is None: + if num_export_days is None and not custom_run: # Generate a list of signals we expect to produce sensor_names = set( "_".join([metric, smoother, "search"]) diff --git a/google_symptoms/delphi_google_symptoms/run.py b/google_symptoms/delphi_google_symptoms/run.py index 3e7b8db05..8303a9a8a 100644 --- a/google_symptoms/delphi_google_symptoms/run.py +++ b/google_symptoms/delphi_google_symptoms/run.py @@ -9,10 +9,7 @@ from itertools import product import numpy as np -from delphi_epidata import Epidata from delphi_utils import create_export_csv, get_structured_logger -from delphi_utils.validator.utils import lag_converter -from pandas import to_datetime from .constants import COMBINED_METRIC, FULL_BKFILL_START_DATE, GEO_RESOLUTIONS, SMOOTHERS, SMOOTHERS_MAP from .date_utils import generate_num_export_days From c63f0951f9dce0ac2a763b57186fbb561dfa7b2f Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Fri, 13 Sep 2024 14:00:14 -0400 Subject: [PATCH 30/55] remove covidcast from pyproject.toml --- _delphi_utils_python/pyproject.toml | 1 - 1 file changed, 1 deletion(-) diff --git a/_delphi_utils_python/pyproject.toml b/_delphi_utils_python/pyproject.toml index c47590a29..b642b691c 100644 --- a/_delphi_utils_python/pyproject.toml +++ b/_delphi_utils_python/pyproject.toml @@ -17,7 +17,6 @@ classifiers = [ ] dependencies = [ "boto3", - "covidcast", "cvxpy", "epiweeks", "gitpython", From 79bf5504a7a10b0d7e60fb33fc93e590f97c7d7d Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Fri, 13 Sep 2024 14:00:31 -0400 Subject: [PATCH 31/55] fix tests --- google_symptoms/tests/conftest.py | 14 ++++++++++++-- google_symptoms/tests/test_date_utils.py | 9 ++++----- google_symptoms/tests/test_patch.py | 2 +- 3 files changed, 17 insertions(+), 8 deletions(-) diff --git a/google_symptoms/tests/conftest.py b/google_symptoms/tests/conftest.py index 8a8ee33a7..39a2d0722 100644 --- a/google_symptoms/tests/conftest.py +++ b/google_symptoms/tests/conftest.py @@ -41,7 +41,6 @@ # from `bigquery-public-data.covid19_symptom_search.counties_daily_2020` # Counties by day; includes state and county name, + FIPS code # where timestamp(date) between timestamp("2020-07-15") and timestamp("2020-08-22") - good_input = { "state": f"{TEST_DIR}/test_data/small_states_2020_07_15_2020_08_22.csv", "county": f"{TEST_DIR}/test_data/small_counties_2020_07_15_2020_08_22.csv" @@ -59,6 +58,17 @@ county_data = pd.read_csv( good_input["county"], parse_dates=["date"])[keep_cols] +state_data_gap = pd.read_csv(patch_input["state"], parse_dates=["date"])[keep_cols] + +covidcast_backfill_metadata = pd.read_csv(f"{TEST_DIR}/test_data/covid_metadata_backfill.csv", + parse_dates=["max_time", "min_time", "max_issue", "last_update"]) +covidcast_metadata = pd.read_csv(f"{TEST_DIR}/test_data/covid_metadata.csv", + parse_dates=["max_time", "min_time", "max_issue", "last_update"]) + +NEW_DATE = "2024-02-20" +@pytest.fixture(scope="session") +def logger(): + return logging.getLogger() @pytest.fixture(scope="session") def params(): @@ -115,7 +125,7 @@ def run_as_module(params): return_value=None), \ mock.patch("pandas_gbq.read_gbq") as mock_read_gbq, \ mock.patch("delphi_google_symptoms.pull.initialize_credentials", return_value=None), \ - mock.patch("delphi_google_symptoms.run.Epidata.covidcast_meta", return_value=None) as mock_covidcast_meta: + mock.patch("delphi_google_symptoms.date_utils.Epidata.covidcast_meta", return_value=None) as mock_covidcast_meta: def side_effect(*args, **kwargs): if "symptom_search_sub_region_1_daily" in args[0]: df = state_data diff --git a/google_symptoms/tests/test_date_utils.py b/google_symptoms/tests/test_date_utils.py index 1c7888439..d3d7ac82d 100644 --- a/google_symptoms/tests/test_date_utils.py +++ b/google_symptoms/tests/test_date_utils.py @@ -4,13 +4,12 @@ from freezegun import freeze_time from conftest import TEST_DIR, NEW_DATE -import covidcast +from delphi_epidata import Epidata from delphi_utils.validator.utils import lag_converter from delphi_google_symptoms.constants import FULL_BKFILL_START_DATE from delphi_google_symptoms.date_utils import generate_query_dates, generate_num_export_days, generate_patch_dates - class TestDateUtils: @freeze_time("2021-01-05") @@ -41,7 +40,7 @@ def test_generate_query_dates_custom(self): def test_generate_export_dates(self, params, logger, monkeypatch): metadata_df = pd.read_csv(f"{TEST_DIR}/test_data/covid_metadata.csv") - monkeypatch.setattr(covidcast, "metadata", lambda: metadata_df) + monkeypatch.setattr(Epidata, "covidcast_meta", lambda: metadata_df) num_export_days = generate_num_export_days(params, logger) expected_num_export_days = params["indicator"]["num_export_days"] @@ -49,7 +48,7 @@ def test_generate_export_dates(self, params, logger, monkeypatch): def test_generate_export_dates_normal(self, params_w_no_date, logger, monkeypatch): metadata_df = pd.read_csv(f"{TEST_DIR}/test_data/covid_metadata.csv") - monkeypatch.setattr(covidcast, "metadata", lambda: metadata_df) + monkeypatch.setattr(Epidata, "covidcast_meta", lambda: metadata_df) num_export_days = generate_num_export_days(params_w_no_date, logger) @@ -61,7 +60,7 @@ def test_generate_export_dates_normal(self, params_w_no_date, logger, monkeypatc def test_generate_export_date_missing(self, params_w_no_date, logger, monkeypatch): metadata_df = pd.read_csv(f"{TEST_DIR}/test_data/covid_metadata_missing.csv") - monkeypatch.setattr(covidcast, "metadata", lambda: metadata_df) + monkeypatch.setattr(Epidata, "covidcast_meta", lambda: metadata_df) num_export_days = generate_num_export_days(params_w_no_date, logger) expected_num_export_days = (date.today() - FULL_BKFILL_START_DATE.date()).days + 1 diff --git a/google_symptoms/tests/test_patch.py b/google_symptoms/tests/test_patch.py index 4eb782860..58d10f11b 100644 --- a/google_symptoms/tests/test_patch.py +++ b/google_symptoms/tests/test_patch.py @@ -53,7 +53,7 @@ def mocked_patch(self, params_): with mock_patch("delphi_google_symptoms.patch.read_params", return_value=params_), \ mock_patch("delphi_google_symptoms.pull.pandas_gbq.read_gbq") as mock_read_gbq, \ mock_patch("delphi_google_symptoms.pull.initialize_credentials", return_value=None), \ - mock_patch("delphi_google_symptoms.date_utils.covidcast.metadata", return_value=covidcast_metadata), \ + mock_patch("delphi_google_symptoms.date_utils.Epidata.covidcast_meta", return_value=covidcast_metadata), \ mock_patch("delphi_google_symptoms.run.GEO_RESOLUTIONS", new=["state"]): def side_effect(*args, **kwargs): if "symptom_search_sub_region_1_daily" in args[0]: From 4c44d3aa47c8ca99814d285b5a7e1dce82e97c16 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Fri, 13 Sep 2024 14:11:02 -0400 Subject: [PATCH 32/55] need to update requirements --- _delphi_utils_python/pyproject.toml | 1 + google_symptoms/setup.py | 1 + 2 files changed, 2 insertions(+) diff --git a/_delphi_utils_python/pyproject.toml b/_delphi_utils_python/pyproject.toml index b642b691c..d634bb758 100644 --- a/_delphi_utils_python/pyproject.toml +++ b/_delphi_utils_python/pyproject.toml @@ -18,6 +18,7 @@ classifiers = [ dependencies = [ "boto3", "cvxpy", + "delphi-epidata", "epiweeks", "gitpython", "importlib_resources>=1.3", diff --git a/google_symptoms/setup.py b/google_symptoms/setup.py index 7fea275cd..6d0d05021 100644 --- a/google_symptoms/setup.py +++ b/google_symptoms/setup.py @@ -5,6 +5,7 @@ "darker[isort]~=2.1.1", "db-dtypes", "delphi-utils", + "delphi-epidata", "freezegun", "mock", "numpy", From 8a308c4d2daf981924f0e83b7b2c8a3818103642 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Fri, 13 Sep 2024 15:14:54 -0400 Subject: [PATCH 33/55] fix test --- changehc/tests/test_update_sensor.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/changehc/tests/test_update_sensor.py b/changehc/tests/test_update_sensor.py index 7ef25a608..f54b2d64b 100644 --- a/changehc/tests/test_update_sensor.py +++ b/changehc/tests/test_update_sensor.py @@ -91,7 +91,8 @@ def test_geo_reindex(self): "timestamp": [pd.Timestamp(f'03-{i}-2020') for i in range(1, 14)]}) if geo == "county": # test for rogue \N row_contain_N = {"num": 700, "fips": r"\N", "den": 2000, "timestamp": pd.Timestamp("03-15-2020")} - test_data = test_data.append(row_contain_N, ignore_index=True) + test_data = pd.concat([test_data, pd.DataFrame([row_contain_N])], ignore_index=True) + data_frame = su_inst.geo_reindex(test_data) assert data_frame.shape[0] == multiple*len(su_inst.fit_dates) assert (data_frame.sum(numeric_only=True) == (4200,19000)).all() From b4039c517758853eedb20c7609450620ffdc8b58 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Fri, 13 Sep 2024 15:34:30 -0400 Subject: [PATCH 34/55] lint and fix package --- _delphi_utils_python/delphi_utils/validator/datafetcher.py | 6 +++++- sir_complainsalot/setup.py | 1 + 2 files changed, 6 insertions(+), 1 deletion(-) diff --git a/_delphi_utils_python/delphi_utils/validator/datafetcher.py b/_delphi_utils_python/delphi_utils/validator/datafetcher.py index 066d0fbe1..a15b7ca76 100644 --- a/_delphi_utils_python/delphi_utils/validator/datafetcher.py +++ b/_delphi_utils_python/delphi_utils/validator/datafetcher.py @@ -120,10 +120,12 @@ def get_geo_signal_combos(data_source, api_key): response = Epidata.covidcast_meta() + # pylint: disable=R1720 if response["result"] != 1: # Something failed in the API and we did not get real metadata raise RuntimeError("Error when fetching metadata from the API", response["message"]) + # pylint: disable=I0021 else: meta = pd.DataFrame.from_dict(response["epidata"]) # note: this will fail for signals with weekly data, but currently not supported for validation @@ -187,9 +189,12 @@ def fetch_api_reference(data_source, start_date, end_date, geo_type, signal_type # Something failed in the API and we did not get real signal data raise RuntimeError("Error when fetching signal data from the API", response["message"]) + # pylint: disable=E1124 if response["message"] not in {"success", "no results"}: + # pylint: disable=E1123 warnings.warn( "Problem obtaining data", + # pylint: disable=E0602 RuntimeWarning, message=response["message"], data_source=data_source, @@ -197,7 +202,6 @@ def fetch_api_reference(data_source, start_date, end_date, geo_type, signal_type time_value=params["time_values"], geo_type=geo_type, ) - logger.info(f"Trying calling covidcast again") response = Epidata.covidcast( data_source, signal_type, diff --git a/sir_complainsalot/setup.py b/sir_complainsalot/setup.py index 9392ef07b..c278b2b27 100644 --- a/sir_complainsalot/setup.py +++ b/sir_complainsalot/setup.py @@ -3,6 +3,7 @@ required = [ "darker[isort]~=2.1.1", + "delphi-epidata", "delphi-utils", "pandas", "pylint==2.8.3", From 49164650b1801c8afa6432fee3cdeb0aac188e73 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Fri, 13 Sep 2024 15:46:07 -0400 Subject: [PATCH 35/55] fix test --- _delphi_utils_python/tests/validator/test_datafetcher.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_delphi_utils_python/tests/validator/test_datafetcher.py b/_delphi_utils_python/tests/validator/test_datafetcher.py index 92fa44f34..943972b04 100644 --- a/_delphi_utils_python/tests/validator/test_datafetcher.py +++ b/_delphi_utils_python/tests/validator/test_datafetcher.py @@ -48,7 +48,7 @@ def raise_for_status(self): {'source': 'covid-act-now', 'db_source': 'covid-act-now'}], 200) elif "params" in kwargs and kwargs["params"] == {'signal': 'chng:inactive'}: return MockResponse([{"signals": [{"active": False}]}], 200) - elif args[1] == 'https://api.delphi.cmu.edu/epidata/covidcast_meta/' and \ + elif args[0] == 'https://api.delphi.cmu.edu/epidata/covidcast_meta/' and \ 'delphi_epidata' in kwargs["headers"]["user-agent"]: with open(f"{TEST_DIR}/test_data/sample_epidata_metadata.json") as f: epidata = json.load(f) From 670bf046435285f9c7780524f1908191568d80a0 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Fri, 13 Sep 2024 17:15:21 -0400 Subject: [PATCH 36/55] lint --- .../delphi_utils/validator/datafetcher.py | 19 ++++++++++++++----- 1 file changed, 14 insertions(+), 5 deletions(-) diff --git a/_delphi_utils_python/delphi_utils/validator/datafetcher.py b/_delphi_utils_python/delphi_utils/validator/datafetcher.py index a15b7ca76..497c470e4 100644 --- a/_delphi_utils_python/delphi_utils/validator/datafetcher.py +++ b/_delphi_utils_python/delphi_utils/validator/datafetcher.py @@ -123,7 +123,9 @@ def get_geo_signal_combos(data_source, api_key): # pylint: disable=R1720 if response["result"] != 1: # Something failed in the API and we did not get real metadata - raise RuntimeError("Error when fetching metadata from the API", response["message"]) + raise RuntimeError( + "Error when fetching metadata from the API", response["message"] + ) # pylint: disable=I0021 else: @@ -175,19 +177,24 @@ def fetch_api_reference(data_source, start_date, end_date, geo_type, signal_type """ if start_date > end_date: raise ValueError( - "end_day must be on or after start_day, but " f"start_day = '{start_date}', end_day = '{end_date}'" + "end_day must be on or after start_day, but " + f"start_day = '{start_date}', end_day = '{end_date}'" ) response = Epidata.covidcast( data_source, signal_type, time_type="day", geo_type=geo_type, - time_values=Epidata.range(start_date.strftime("%Y%m%d"), end_date.strftime("%Y%m%d")), + time_values=Epidata.range( + start_date.strftime("%Y%m%d"), end_date.strftime("%Y%m%d") + ), geo_value="*", ) if response["result"] != 1: # Something failed in the API and we did not get real signal data - raise RuntimeError("Error when fetching signal data from the API", response["message"]) + raise RuntimeError( + "Error when fetching signal data from the API", response["message"] + ) # pylint: disable=E1124 if response["message"] not in {"success", "no results"}: @@ -207,7 +214,9 @@ def fetch_api_reference(data_source, start_date, end_date, geo_type, signal_type signal_type, time_type="day", geo_type=geo_type, - time_values=Epidata.range(start_date.strftime("%Y%m%d"), end_date.strftime("%Y%m%d")), + time_values=Epidata.range( + start_date.strftime("%Y%m%d"), end_date.strftime("%Y%m%d") + ), geo_value="*", ) From 2f94d155cc45e7f67224eef55db267bf52baff5b Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Fri, 13 Sep 2024 17:35:00 -0400 Subject: [PATCH 37/55] lint --- google_symptoms/delphi_google_symptoms/date_utils.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/google_symptoms/delphi_google_symptoms/date_utils.py b/google_symptoms/delphi_google_symptoms/date_utils.py index b32c4f3f8..3cfbd4e44 100644 --- a/google_symptoms/delphi_google_symptoms/date_utils.py +++ b/google_symptoms/delphi_google_symptoms/date_utils.py @@ -79,15 +79,13 @@ def generate_num_export_days(params: Dict, logger) -> [int]: if num_export_days is None and not custom_run: # Generate a list of signals we expect to produce sensor_names = set( - "_".join([metric, smoother, "search"]) - for metric, smoother in product(COMBINED_METRIC, SMOOTHERS) + "_".join([metric, smoother, "search"]) for metric, smoother in product(COMBINED_METRIC, SMOOTHERS) ) Epidata.auth = ("epidata", params["indicator"]["api_credentials"]) # Fetch metadata to check how recent each signal is metadata = Epidata.covidcast_meta() # Filter to only those we currently want to produce, ignore any old or deprecated signals - gs_metadata = metadata[(metadata.data_source == "google-symptoms") & - (metadata.signal.isin(sensor_names))] + gs_metadata = metadata[(metadata.data_source == "google-symptoms") & (metadata.signal.isin(sensor_names))] if sensor_names.difference(set(gs_metadata.signal)): # If any signal not in metadata yet, we need to backfill its full history. From 57fc5915f164ac9257f0a981671ca6c67ddfada6 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Wed, 18 Sep 2024 14:54:21 -0400 Subject: [PATCH 38/55] suggested changes --- .../delphi_utils}/date_utils.py | 11 +- .../delphi_utils/validator/datafetcher.py | 55 +- .../delphi_google_symptoms/date_utils.py | 14 +- google_symptoms/tests/conftest.py | 19 +- .../tests/test_data/covid_metadata.csv | 2473 ----------------- .../tests/test_data/covid_metadata.json | 1 + .../test_data/covid_metadata_backfill.csv | 2473 ----------------- .../test_data/covid_metadata_missing.csv | 2467 ---------------- .../test_data/covid_metadata_missing.json | 1 + google_symptoms/tests/test_date_utils.py | 44 +- google_symptoms/tests/test_patch.py | 34 +- .../delphi_sir_complainsalot/check_source.py | 26 +- .../delphi_sir_complainsalot/run.py | 11 +- .../_template_testing_dir/README.md.template | 9 - .../_template_testing_dir/requirements.txt | 0 testing_utils/metadata_output.txt | 0 16 files changed, 83 insertions(+), 7555 deletions(-) rename {sir_complainsalot/delphi_sir_complainsalot => _delphi_utils_python/delphi_utils}/date_utils.py (70%) delete mode 100644 google_symptoms/tests/test_data/covid_metadata.csv create mode 100644 google_symptoms/tests/test_data/covid_metadata.json delete mode 100644 google_symptoms/tests/test_data/covid_metadata_backfill.csv delete mode 100644 google_symptoms/tests/test_data/covid_metadata_missing.csv create mode 100644 google_symptoms/tests/test_data/covid_metadata_missing.json delete mode 100644 testing_utils/_template_testing_dir/README.md.template delete mode 100644 testing_utils/_template_testing_dir/requirements.txt delete mode 100644 testing_utils/metadata_output.txt diff --git a/sir_complainsalot/delphi_sir_complainsalot/date_utils.py b/_delphi_utils_python/delphi_utils/date_utils.py similarity index 70% rename from sir_complainsalot/delphi_sir_complainsalot/date_utils.py rename to _delphi_utils_python/delphi_utils/date_utils.py index 43516415f..f50ed4a18 100644 --- a/sir_complainsalot/delphi_sir_complainsalot/date_utils.py +++ b/_delphi_utils_python/delphi_utils/date_utils.py @@ -6,21 +6,20 @@ from epiweeks import Week -def _date_to_api_string(d: datetime, time_type: str = "day") -> str: +def date_to_api_string(d: datetime, time_type: str = "day") -> str: """Convert a date object to a YYYYMMDD or YYYYMM string expected by the API.""" - # pylint: disable=R1705 if time_type == "day": return d.strftime("%Y%m%d") - elif time_type == "week": + if time_type == "week": return Week.fromdate(d).cdcformat() raise ValueError(f"Unknown time_type: {time_type}") -def _parse_datetimes(df: pd.DataFrame, col: str, date_format: str = "%Y%m%d") -> pd.Series: +def convert_apitime_column_to_datetimes(df: pd.DataFrame, col: str, date_format: str = "%Y%m%d") -> pd.Series: """Convert a DataFrame date or epiweek column into datetimes. - Assumes the column is string type. Dates are assumed to be in the YYYYMMDD - format by default. Weeks are assumed to be in the epiweek CDC format YYYYWW + Dates are assumed to be in the YYYYMMDD format by default. + Weeks are assumed to be in the epiweek CDC format YYYYWW format and return the date of the first day of the week. """ df[col] = df[col].astype("str") diff --git a/_delphi_utils_python/delphi_utils/validator/datafetcher.py b/_delphi_utils_python/delphi_utils/validator/datafetcher.py index 497c470e4..52064a3d8 100644 --- a/_delphi_utils_python/delphi_utils/validator/datafetcher.py +++ b/_delphi_utils_python/delphi_utils/validator/datafetcher.py @@ -120,18 +120,9 @@ def get_geo_signal_combos(data_source, api_key): response = Epidata.covidcast_meta() - # pylint: disable=R1720 - if response["result"] != 1: - # Something failed in the API and we did not get real metadata - raise RuntimeError( - "Error when fetching metadata from the API", response["message"] - ) - - # pylint: disable=I0021 - else: - meta = pd.DataFrame.from_dict(response["epidata"]) - # note: this will fail for signals with weekly data, but currently not supported for validation - meta = meta[meta["time_type"] == "day"] + meta = pd.DataFrame.from_dict(Epidata.check(response)) + # note: this will fail for signals with weekly data, but currently not supported for validation + meta = meta[meta["time_type"] == "day"] source_meta = meta[meta['data_source'] == data_source] # Need to convert np.records to tuples so they are hashable and can be used in sets and dicts. @@ -177,52 +168,20 @@ def fetch_api_reference(data_source, start_date, end_date, geo_type, signal_type """ if start_date > end_date: raise ValueError( - "end_day must be on or after start_day, but " - f"start_day = '{start_date}', end_day = '{end_date}'" + "end_date must be on or after start_date, but " f"start_date = '{start_date}', end_date = '{end_date}'" ) response = Epidata.covidcast( data_source, signal_type, time_type="day", geo_type=geo_type, - time_values=Epidata.range( - start_date.strftime("%Y%m%d"), end_date.strftime("%Y%m%d") - ), + time_values=Epidata.range(start_date.strftime("%Y%m%d"), end_date.strftime("%Y%m%d")), geo_value="*", ) - if response["result"] != 1: - # Something failed in the API and we did not get real signal data - raise RuntimeError( - "Error when fetching signal data from the API", response["message"] - ) - # pylint: disable=E1124 - if response["message"] not in {"success", "no results"}: - # pylint: disable=E1123 - warnings.warn( - "Problem obtaining data", - # pylint: disable=E0602 - RuntimeWarning, - message=response["message"], - data_source=data_source, - signal=signal, - time_value=params["time_values"], - geo_type=geo_type, - ) - response = Epidata.covidcast( - data_source, - signal_type, - time_type="day", - geo_type=geo_type, - time_values=Epidata.range( - start_date.strftime("%Y%m%d"), end_date.strftime("%Y%m%d") - ), - geo_value="*", - ) + api_df = pd.DataFrame.from_dict(Epidata.check(response)) - api_df = None - if len(response["epidata"]) > 0: - api_df = pd.DataFrame.from_dict(response["epidata"]) + if isinstance(api_df, pd.DataFrame) and len(api_df) > 0: # note: this will fail for signals with weekly data, but currently not supported for validation api_df["issue"] = pd.to_datetime(api_df["issue"], format="%Y%m%d") api_df["time_value"] = pd.to_datetime(api_df["time_value"], format="%Y%m%d") diff --git a/google_symptoms/delphi_google_symptoms/date_utils.py b/google_symptoms/delphi_google_symptoms/date_utils.py index 3cfbd4e44..7925af9c4 100644 --- a/google_symptoms/delphi_google_symptoms/date_utils.py +++ b/google_symptoms/delphi_google_symptoms/date_utils.py @@ -4,9 +4,9 @@ from itertools import product from typing import Dict, List, Union +import pandas as pd from delphi_epidata import Epidata from delphi_utils.validator.utils import lag_converter -from pandas import to_datetime from .constants import COMBINED_METRIC, FULL_BKFILL_START_DATE, PAD_DAYS, SMOOTHERS @@ -68,11 +68,6 @@ def generate_num_export_days(params: Dict, logger) -> [int]: params["indicator"].get("export_end_date", datetime.strftime(date.today(), "%Y-%m-%d")), "%Y-%m-%d" ) - # Generate a list of signals we expect to produce - sensor_names = set( - "_".join([metric, smoother, "search"]) for metric, smoother in product(COMBINED_METRIC, SMOOTHERS) - ) - num_export_days = params["indicator"]["num_export_days"] custom_run = False if not params["common"].get("custom_run") else params["common"].get("custom_run", False) @@ -83,7 +78,8 @@ def generate_num_export_days(params: Dict, logger) -> [int]: ) Epidata.auth = ("epidata", params["indicator"]["api_credentials"]) # Fetch metadata to check how recent each signal is - metadata = Epidata.covidcast_meta() + response = Epidata.covidcast_meta() + metadata = pd.DataFrame.from_dict(Epidata.check(response)) # Filter to only those we currently want to produce, ignore any old or deprecated signals gs_metadata = metadata[(metadata.data_source == "google-symptoms") & (metadata.signal.isin(sensor_names))] @@ -92,7 +88,7 @@ def generate_num_export_days(params: Dict, logger) -> [int]: logger.warning("Signals missing in the epidata; backfilling full history") num_export_days = (export_end_date - FULL_BKFILL_START_DATE).days + 1 else: - latest_date_diff = (datetime.today() - to_datetime(min(gs_metadata.max_time))).days + 1 + latest_date_diff = (datetime.today() - pd.to_datetime(min(gs_metadata.max_time))).days + 1 expected_date_diff = params["validation"]["common"].get("span_length", 14) @@ -102,7 +98,7 @@ def generate_num_export_days(params: Dict, logger) -> [int]: expected_date_diff += global_max_expected_lag if latest_date_diff > expected_date_diff: - logger.info(f"Missing dates from: {to_datetime(min(gs_metadata.max_time)).date()}") + logger.info(f"Missing dates from: {pd.to_datetime(min(gs_metadata.max_time)).date()}") num_export_days = expected_date_diff diff --git a/google_symptoms/tests/conftest.py b/google_symptoms/tests/conftest.py index 39a2d0722..edae3b1a6 100644 --- a/google_symptoms/tests/conftest.py +++ b/google_symptoms/tests/conftest.py @@ -2,7 +2,7 @@ import logging from pathlib import Path import re - +import json import copy import pytest import mock @@ -41,6 +41,7 @@ # from `bigquery-public-data.covid19_symptom_search.counties_daily_2020` # Counties by day; includes state and county name, + FIPS code # where timestamp(date) between timestamp("2020-07-15") and timestamp("2020-08-22") + good_input = { "state": f"{TEST_DIR}/test_data/small_states_2020_07_15_2020_08_22.csv", "county": f"{TEST_DIR}/test_data/small_counties_2020_07_15_2020_08_22.csv" @@ -58,18 +59,13 @@ county_data = pd.read_csv( good_input["county"], parse_dates=["date"])[keep_cols] -state_data_gap = pd.read_csv(patch_input["state"], parse_dates=["date"])[keep_cols] -covidcast_backfill_metadata = pd.read_csv(f"{TEST_DIR}/test_data/covid_metadata_backfill.csv", - parse_dates=["max_time", "min_time", "max_issue", "last_update"]) -covidcast_metadata = pd.read_csv(f"{TEST_DIR}/test_data/covid_metadata.csv", - parse_dates=["max_time", "min_time", "max_issue", "last_update"]) +state_data_gap = pd.read_csv(patch_input["state"], parse_dates=["date"])[keep_cols] NEW_DATE = "2024-02-20" @pytest.fixture(scope="session") def logger(): return logging.getLogger() - @pytest.fixture(scope="session") def params(): params = { @@ -125,7 +121,7 @@ def run_as_module(params): return_value=None), \ mock.patch("pandas_gbq.read_gbq") as mock_read_gbq, \ mock.patch("delphi_google_symptoms.pull.initialize_credentials", return_value=None), \ - mock.patch("delphi_google_symptoms.date_utils.Epidata.covidcast_meta", return_value=None) as mock_covidcast_meta: + mock.patch("delphi_google_symptoms.date_utils.Epidata.covidcast_meta") as mock_covidcast_meta: def side_effect(*args, **kwargs): if "symptom_search_sub_region_1_daily" in args[0]: df = state_data @@ -140,5 +136,8 @@ def side_effect(*args, **kwargs): else: return pd.DataFrame() - mock_read_gbq.side_effect = side_effect - delphi_google_symptoms.run.run_module(params) + with open(f"{TEST_DIR}/test_data/covid_metadata.json", "r") as f: + covidcast_meta = json.load(f) + mock_covidcast_meta = covidcast_meta + mock_read_gbq.side_effect = side_effect + delphi_google_symptoms.run.run_module(params) diff --git a/google_symptoms/tests/test_data/covid_metadata.csv b/google_symptoms/tests/test_data/covid_metadata.csv deleted file mode 100644 index ac74bbbaf..000000000 --- a/google_symptoms/tests/test_data/covid_metadata.csv +++ /dev/null @@ -1,2473 +0,0 @@ -data_source,signal,time_type,geo_type,min_time,max_time,num_locations,min_value,max_value,mean_value,stdev_value,last_update,max_issue,min_lag,max_lag -chng,7dav_inpatient_covid,day,state,2020-01-01,2023-08-01,58,0.0,1.0,0.0379778,0.046107,2024-04-01 09:24:40,20230801,0,1308 -chng,7dav_outpatient_covid,day,state,2019-01-01,2023-08-01,56,0.0,1.0,0.0057763,0.0102741,2024-04-01 09:24:40,20230801,0,1673 -chng,smoothed_adj_outpatient_cli,day,county,2020-02-01,2024-02-14,3119,0.0009331,99.9980495,1.9238237,3.7179059,2024-02-20 03:40:32,20240219,3,674 -chng,smoothed_adj_outpatient_cli,day,hhs,2020-02-01,2024-02-14,10,0.0061953,99.9996572,2.1786572,2.9502248,2024-02-20 03:40:36,20240219,5,674 -chng,smoothed_adj_outpatient_cli,day,hrr,2020-02-01,2024-02-14,306,0.0010292,50.815903,1.9914499,2.5739816,2024-02-20 03:40:36,20240219,5,674 -chng,smoothed_adj_outpatient_cli,day,msa,2020-02-01,2024-02-14,392,0.0007662,99.9989806,1.8325651,2.7690113,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_adj_outpatient_cli,day,nation,2020-02-01,2024-02-14,1,0.0154639,12.0869746,2.3476915,2.2792631,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_adj_outpatient_cli,day,state,2020-02-01,2024-02-14,55,0.0013343,99.9995633,1.9595093,2.8460771,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_adj_outpatient_covid,day,county,2020-02-01,2024-02-14,3118,0.0007317,99.7382199,0.7897597,1.2604588,2024-02-20 03:40:33,20240219,3,674 -chng,smoothed_adj_outpatient_covid,day,hhs,2020-02-01,2024-02-14,10,9.94e-05,47.1757678,0.758748,1.2752592,2024-02-20 03:40:36,20240219,5,674 -chng,smoothed_adj_outpatient_covid,day,hrr,2020-02-01,2024-02-14,306,0.0004377,50.3590956,0.7379263,0.9213437,2024-02-20 03:40:36,20240219,5,674 -chng,smoothed_adj_outpatient_covid,day,msa,2020-02-01,2024-02-14,392,0.0003621,84.2126626,0.7507935,1.2899205,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_adj_outpatient_covid,day,nation,2020-02-01,2024-02-14,1,0.0002647,29.0740775,0.7761674,1.1225822,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_adj_outpatient_covid,day,state,2020-02-01,2024-02-14,55,0.0001764,99.984985,0.799901,2.2962465,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_adj_outpatient_flu,day,county,2020-02-01,2024-02-14,3118,0.0007864,99.8031496,0.2200146,0.5945624,2024-02-20 03:40:33,20240219,4,674 -chng,smoothed_adj_outpatient_flu,day,hhs,2020-02-01,2024-02-14,10,0.0001256,2.9665199,0.129573,0.2910451,2024-02-20 03:40:36,20240219,5,674 -chng,smoothed_adj_outpatient_flu,day,hrr,2020-02-01,2024-02-14,306,0.0006665,7.3989023,0.157989,0.3502602,2024-02-20 03:40:36,20240219,5,674 -chng,smoothed_adj_outpatient_flu,day,msa,2020-02-01,2024-02-14,392,0.0005895,9.1334945,0.1593255,0.3449737,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_adj_outpatient_flu,day,nation,2020-02-01,2024-02-14,1,0.0042567,2.1340409,0.1410768,0.2817595,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_adj_outpatient_flu,day,state,2020-02-01,2024-02-14,55,0.0003211,5.0601173,0.1349185,0.3161708,2024-02-20 03:40:38,20240219,5,674 -chng,smoothed_outpatient_cli,day,county,2020-02-01,2024-02-14,3119,0.0008986,99.911661,1.7494246,3.2141828,2024-02-20 03:40:34,20240219,3,674 -chng,smoothed_outpatient_cli,day,hhs,2020-02-01,2024-02-14,10,0.0057532,21.7526533,2.1935759,2.4568923,2024-02-20 03:40:36,20240219,5,674 -chng,smoothed_outpatient_cli,day,hrr,2020-02-01,2024-02-14,306,0.0010292,54.076492,2.0121518,2.5913195,2024-02-20 03:40:36,20240219,5,674 -chng,smoothed_outpatient_cli,day,msa,2020-02-01,2024-02-14,392,0.0007571,54.213362,1.7692415,2.3668653,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_outpatient_cli,day,nation,2020-02-01,2024-02-14,1,0.014286,13.183495,2.4016659,2.3445632,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_outpatient_cli,day,state,2020-02-01,2024-02-14,55,0.0012136,38.0980677,1.976939,2.4902626,2024-02-20 03:40:38,20240219,5,674 -chng,smoothed_outpatient_covid,day,county,2020-02-01,2024-02-14,3118,0.0007317,99.7382199,0.7295667,1.1518214,2024-02-20 03:40:35,20240219,3,674 -chng,smoothed_outpatient_covid,day,hhs,2020-02-01,2024-02-14,10,0.0001026,7.902697,0.7473772,0.7532255,2024-02-20 03:40:36,20240219,5,674 -chng,smoothed_outpatient_covid,day,hrr,2020-02-01,2024-02-14,306,0.0004265,13.8813489,0.75981,0.8821325,2024-02-20 03:40:36,20240219,5,674 -chng,smoothed_outpatient_covid,day,msa,2020-02-01,2024-02-14,392,0.0003196,15.0058502,0.6983567,0.8724389,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_outpatient_covid,day,nation,2020-02-01,2024-02-14,1,0.0002781,5.7484116,0.7763361,0.7077705,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_outpatient_covid,day,state,2020-02-01,2024-02-14,55,0.0001764,10.9664911,0.7277603,0.824994,2024-02-20 03:40:38,20240219,5,674 -chng,smoothed_outpatient_flu,day,county,2020-02-01,2024-02-14,3118,0.0007864,99.8031496,0.2120383,0.5747436,2024-02-20 03:40:35,20240219,4,674 -chng,smoothed_outpatient_flu,day,hhs,2020-02-01,2024-02-14,10,0.0001256,3.3283321,0.1325491,0.2889045,2024-02-20 03:40:36,20240219,5,674 -chng,smoothed_outpatient_flu,day,hrr,2020-02-01,2024-02-14,306,0.0007358,7.7181903,0.1580634,0.3454277,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_outpatient_flu,day,msa,2020-02-01,2024-02-14,392,0.0005895,7.7881801,0.1547919,0.327931,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_outpatient_flu,day,nation,2020-02-01,2024-02-14,1,0.0042154,1.8960681,0.1439693,0.2751247,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_outpatient_flu,day,state,2020-02-01,2024-02-14,55,0.0003211,5.2040069,0.1365516,0.3116242,2024-02-20 03:40:38,20240219,5,674 -covid-act-now,pcr_specimen_positivity_rate,day,county,2020-03-01,2021-12-02,3126,0.0,1.0,0.0979475,0.0903481,2021-12-10 17:59:11,20211210,2,529 -covid-act-now,pcr_specimen_positivity_rate,day,hhs,2020-03-01,2021-12-02,10,0.0,0.65,0.0806975,0.0559965,2021-12-10 17:59:14,20211210,8,585 -covid-act-now,pcr_specimen_positivity_rate,day,hrr,2020-03-01,2021-12-02,306,0.0,1.0,0.0864302,0.069691,2021-12-10 17:59:15,20211210,4,599 -covid-act-now,pcr_specimen_positivity_rate,day,msa,2020-03-01,2021-12-02,384,0.0,1.0,0.087359,0.0711056,2021-12-10 17:59:15,20211210,3,529 -covid-act-now,pcr_specimen_positivity_rate,day,nation,2020-03-01,2021-12-02,1,0.0180044,0.2183382,0.0809607,0.0406573,2021-12-10 17:59:15,20211210,8,529 -covid-act-now,pcr_specimen_positivity_rate,day,state,2020-03-01,2021-12-02,51,0.0,1.0,0.0834229,0.0659636,2021-12-10 17:59:15,20211210,3,585 -covid-act-now,pcr_specimen_total_tests,day,county,2020-03-01,2021-12-02,3126,0.14,161333.71,338.7239566,1757.0608222,2021-12-10 17:59:13,20211210,2,428 -covid-act-now,pcr_specimen_total_tests,day,hhs,2020-03-01,2021-12-02,10,2.0,387262.01,98225.6981138,78754.8915,2021-12-10 17:59:15,20211210,8,585 -covid-act-now,pcr_specimen_total_tests,day,hrr,2020-03-01,2021-12-02,306,1.55e-05,161288.2579186,3240.5090482,6316.7070508,2021-12-10 17:59:15,20211210,4,526 -covid-act-now,pcr_specimen_total_tests,day,msa,2020-03-01,2021-12-02,384,0.14,174380.71,2342.0841463,7999.6725139,2021-12-10 17:59:15,20211210,2,428 -covid-act-now,pcr_specimen_total_tests,day,nation,2020-03-01,2021-12-02,1,1433.8,1768763.07,981518.2845639,460852.3824205,2021-12-10 17:59:15,20211210,8,428 -covid-act-now,pcr_specimen_total_tests,day,state,2020-03-01,2021-12-02,51,0.14,344887.85,19433.6865717,31650.7665229,2021-12-10 17:59:15,20211210,2,585 -doctor-visits,smoothed_adj_cli,day,county,2020-02-01,2024-07-12,2594,0.0,87.670832,2.3358112,3.5540203,2024-07-17 00:18:37,20240716,2,129 -doctor-visits,smoothed_adj_cli,day,hhs,2020-02-01,2024-07-12,10,0.071857,31.731976,2.8805662,3.4617466,2024-07-17 00:18:40,20240716,4,126 -doctor-visits,smoothed_adj_cli,day,hrr,2020-02-01,2024-07-12,306,0.0,62.072299,2.6495845,3.6460135,2024-07-17 00:18:43,20240716,4,129 -doctor-visits,smoothed_adj_cli,day,msa,2020-02-01,2024-07-12,384,0.0,83.92411,2.4590565,3.5400049,2024-07-17 00:18:45,20240716,4,129 -doctor-visits,smoothed_adj_cli,day,nation,2020-02-01,2024-07-12,1,0.120549,21.575689,3.0877363,3.4208281,2024-07-17 00:18:48,20240716,4,126 -doctor-visits,smoothed_adj_cli,day,state,2020-02-01,2024-07-12,53,0.0,79.135443,2.6750998,3.9470251,2024-07-17 00:18:50,20240716,3,129 -doctor-visits,smoothed_cli,day,county,2020-02-01,2024-07-12,2594,0.0,76.569615,1.9889825,3.0497556,2024-07-17 00:18:39,20240716,2,129 -doctor-visits,smoothed_cli,day,hhs,2020-02-01,2024-07-12,10,0.055393,35.777605,3.1877169,3.8427966,2024-07-17 00:18:42,20240716,4,126 -doctor-visits,smoothed_cli,day,hrr,2020-02-01,2024-07-12,306,0.0,52.474626,2.5259156,3.5549362,2024-07-17 00:18:44,20240716,4,129 -doctor-visits,smoothed_cli,day,msa,2020-02-01,2024-07-12,385,0.0,65.645487,2.2165108,3.2350177,2024-07-17 00:18:47,20240716,4,129 -doctor-visits,smoothed_cli,day,nation,2020-02-01,2024-07-12,1,0.120689,26.252728,3.4213596,3.8325068,2024-07-17 00:18:49,20240716,4,126 -doctor-visits,smoothed_cli,day,state,2020-02-01,2024-07-12,53,0.0,61.764374,2.8345543,3.9843822,2024-07-17 00:18:52,20240716,3,129 -dsew-cpr,booster_doses_admin_7dav,day,hhs,2021-11-01,2023-02-22,10,360.8571429,211419.2857143,25422.797562,37932.1282922,2023-02-24 16:51:39,20230224,1,182 -dsew-cpr,booster_doses_admin_7dav,day,nation,2021-11-01,2023-02-22,1,14740.2857143,1100514.8571429,257525.9704433,312271.1870132,2023-02-24 16:51:40,20230224,1,182 -dsew-cpr,booster_doses_admin_7dav,day,state,2021-11-01,2023-02-22,56,0.0,194532.1428571,4613.3131688,11601.9151563,2023-02-24 16:51:40,20230224,1,182 -dsew-cpr,confirmed_admissions_covid_1d_7dav,day,county,2021-01-07,2023-02-21,3272,0.0,825.5714285714286,2.3294191,9.6538384,2023-02-24 16:51:16,20230224,3,480 -dsew-cpr,confirmed_admissions_covid_1d_7dav,day,hhs,2020-12-16,2023-02-21,10,23.2857143,4990.0,667.6785049,780.5578655,2023-02-24 16:51:30,20230224,3,502 -dsew-cpr,confirmed_admissions_covid_1d_7dav,day,msa,2021-01-07,2023-02-21,392,0.0,1902.7142857142856,14.2411998,42.714571,2023-02-24 16:51:31,20230224,3,480 -dsew-cpr,confirmed_admissions_covid_1d_7dav,day,nation,2020-12-16,2023-02-21,1,1338.2857143,21086.1428571,6676.7850488,4537.105663,2023-02-24 16:51:32,20230224,3,502 -dsew-cpr,confirmed_admissions_covid_1d_7dav,day,state,2020-12-16,2023-02-21,56,0.0,2379.0,119.5731249,215.9007672,2023-02-24 16:51:32,20230224,3,502 -dsew-cpr,confirmed_admissions_covid_1d_prop_7dav,day,county,2021-01-07,2023-02-21,3219,0.0,569.2346462,1.8762013,4.3113657,2023-02-24 16:51:24,20230224,3,480 -dsew-cpr,confirmed_admissions_covid_1d_prop_7dav,day,hhs,2020-12-16,2023-02-21,10,0.1568329,8.1781998,1.863108,1.4513172,2023-02-24 16:51:30,20230224,3,502 -dsew-cpr,confirmed_admissions_covid_1d_prop_7dav,day,msa,2021-01-07,2023-02-21,392,0.0,52.2139965155508,2.1629876,2.5039056,2023-02-24 16:51:32,20230224,3,480 -dsew-cpr,confirmed_admissions_covid_1d_prop_7dav,day,nation,2020-12-16,2023-02-21,1,0.4005607,6.3112681,1.9984205,1.3579956,2023-02-24 16:51:32,20230224,3,502 -dsew-cpr,confirmed_admissions_covid_1d_prop_7dav,day,state,2020-12-16,2023-02-21,56,0.0,35.7918347,1.9012573,1.9888021,2023-02-24 16:51:33,20230224,3,502 -dsew-cpr,covid_naat_pct_positive_7dav,day,county,2020-12-07,2023-02-20,3198,0.0,1.0,0.1155519,0.0997406,2023-02-24 16:51:15,20230224,4,522 -dsew-cpr,covid_naat_pct_positive_7dav,day,hhs,2020-12-07,2023-02-20,10,0.004,0.436,0.0919346,0.0679411,2023-02-24 16:51:16,20230224,4,522 -dsew-cpr,covid_naat_pct_positive_7dav,day,msa,2020-12-07,2023-02-20,392,0.0,1.0,0.1084464,0.0916635,2023-02-24 16:51:16,20230224,4,522 -dsew-cpr,covid_naat_pct_positive_7dav,day,nation,2020-12-07,2023-02-20,1,0.0197007,0.3145435,0.097572,0.0623476,2023-02-24 16:51:16,20230224,4,522 -dsew-cpr,covid_naat_pct_positive_7dav,day,state,2020-12-07,2023-02-20,55,0.0,0.946,0.0997204,0.0823642,2023-02-24 16:51:16,20230224,4,522 -dsew-cpr,doses_admin_7dav,day,hhs,2021-05-02,2023-02-22,10,-25415.0,416729.2857143,70956.6438044,69418.1294544,2023-02-24 16:51:39,20230224,1,365 -dsew-cpr,doses_admin_7dav,day,nation,2021-05-02,2023-02-22,1,84396.2857143,2405770.1428571,706882.2067602,508222.8169732,2023-02-24 16:51:40,20230224,1,365 -dsew-cpr,doses_admin_7dav,day,state,2021-05-02,2023-02-22,56,-34912.7142857,340911.8571429,12732.1491109,23061.218246,2023-02-24 16:51:40,20230224,1,365 -dsew-cpr,people_booster_doses,day,hhs,2021-11-01,2023-02-22,10,798354.0,21409818.0,9252301.1570292,5435063.9417483,2023-02-24 16:51:39,20230224,1,182 -dsew-cpr,people_booster_doses,day,nation,2021-11-01,2023-02-22,1,19141580.0,117047500.0,92522945.6153846,24244972.5200394,2023-02-24 16:51:40,20230224,1,182 -dsew-cpr,people_booster_doses,day,state,2021-11-01,2023-02-22,56,143.0,17335732.0,1652195.4574176,2259512.8844226,2023-02-24 16:51:40,20230224,1,182 -dsew-cpr,people_full_vaccinated,day,county,2021-04-12,2023-02-22,3272,18.0,7519699.0,59563.0639614,211223.6154859,2023-02-24 16:51:33,20230224,1,385 -dsew-cpr,people_full_vaccinated,day,hhs,2021-01-15,2023-02-22,10,62625.0,41839198.0,17210344.7447526,11586031.1172692,2023-02-24 16:51:39,20230224,1,472 -dsew-cpr,people_full_vaccinated,day,msa,2021-04-12,2023-02-22,392,70.0,15491795.0,418183.4066464,1051278.8411392,2023-02-24 16:51:39,20230224,1,385 -dsew-cpr,people_full_vaccinated,day,nation,2021-01-15,2023-02-22,1,1540774.0,228878714.0,172103447.4475262,65899353.6538525,2023-02-24 16:51:40,20230224,1,472 -dsew-cpr,people_full_vaccinated,day,state,2021-01-15,2023-02-22,56,0.0,29504730.0,3073275.8472773,4305501.1704603,2023-02-24 16:51:40,20230224,1,472 -fb-survey,raw_cli,day,county,2020-04-06,2022-06-25,642,0.0,19.047619047619047,0.9247258,0.998862,2022-07-01 14:59:42,20220701,1,150 -fb-survey,raw_cli,day,hrr,2020-04-06,2022-06-25,306,0.0,11.0607993,0.9550459,1.0436459,2022-07-01 14:59:57,20220701,3,150 -fb-survey,raw_cli,day,msa,2020-04-06,2022-06-25,342,0.0,10.9638047,0.8877732,0.9860774,2022-07-01 15:00:12,20220701,4,150 -fb-survey,raw_cli,day,nation,2020-04-06,2022-06-26,1,0.338621,4.9208848,1.1742658,0.7933958,2022-07-01 15:00:22,20220701,2,253 -fb-survey,raw_cli,day,state,2020-04-06,2022-06-25,51,0.0,11.081765,1.1699135,1.0178461,2022-07-01 15:00:26,20220701,4,150 -fb-survey,raw_hh_cmnty_cli,day,county,2020-04-15,2022-06-25,351,0.4092675,68.9130435,21.0312594,9.4592786,2022-07-01 14:59:42,20220701,1,141 -fb-survey,raw_hh_cmnty_cli,day,hrr,2020-04-15,2022-06-25,288,1.2711864,68.9054726,21.6422026,9.9707881,2022-07-01 14:59:57,20220701,4,141 -fb-survey,raw_hh_cmnty_cli,day,msa,2020-04-15,2022-06-25,215,2.2987534,68.9130435,20.9525067,9.5781275,2022-07-01 15:00:12,20220701,4,141 -fb-survey,raw_hh_cmnty_cli,day,nation,2020-04-15,2022-06-26,1,8.6940597,48.3062084,21.5924631,7.4691767,2022-07-01 15:00:23,20220701,2,244 -fb-survey,raw_hh_cmnty_cli,day,state,2020-04-15,2022-06-25,51,2.9411765,66.9255021,22.2057274,9.7290508,2022-07-01 15:00:26,20220701,4,141 -fb-survey,raw_ili,day,county,2020-04-06,2022-06-25,642,0.0,19.047619047619047,0.9478843,1.0147259,2022-07-01 14:59:42,20220701,1,150 -fb-survey,raw_ili,day,hrr,2020-04-06,2022-06-25,306,0.0,11.2681159,0.9779726,1.061052,2022-07-01 14:59:57,20220701,3,150 -fb-survey,raw_ili,day,msa,2020-04-06,2022-06-25,342,0.0,10.9638047,0.9124409,1.004418,2022-07-01 15:00:12,20220701,4,150 -fb-survey,raw_ili,day,nation,2020-04-06,2022-06-26,1,0.3525545,5.0480449,1.2000985,0.8120644,2022-07-01 15:00:23,20220701,2,253 -fb-survey,raw_ili,day,state,2020-04-06,2022-06-25,51,0.0,11.081765,1.1941615,1.0364316,2022-07-01 15:00:26,20220701,4,150 -fb-survey,raw_nohh_cmnty_cli,day,county,2020-04-15,2022-06-25,351,0.3267974,64.0283737,16.7370961,8.6774912,2022-07-01 14:59:42,20220701,1,141 -fb-survey,raw_nohh_cmnty_cli,day,hrr,2020-04-15,2022-06-25,288,0.3787879,64.0939597,17.3080434,9.1652301,2022-07-01 14:59:57,20220701,4,141 -fb-survey,raw_nohh_cmnty_cli,day,msa,2020-04-15,2022-06-25,215,0.5633451,64.0283737,16.6829469,8.7874763,2022-07-01 15:00:12,20220701,4,141 -fb-survey,raw_nohh_cmnty_cli,day,nation,2020-04-15,2022-06-26,1,5.7044523,41.8558786,17.0048453,6.824453,2022-07-01 15:00:23,20220701,2,244 -fb-survey,raw_nohh_cmnty_cli,day,state,2020-04-15,2022-06-25,51,0.3267974,60.9350753,17.5830578,9.0078233,2022-07-01 15:00:26,20220701,4,141 -fb-survey,raw_wcli,day,county,2020-04-06,2022-06-25,640,0.0,19.047619047619047,0.9389968,1.0065155,2022-07-01 14:59:42,20220701,2,150 -fb-survey,raw_wcli,day,hrr,2020-04-06,2022-06-25,306,0.0,11.1186835,0.9865602,1.0702621,2022-07-01 14:59:57,20220701,2,150 -fb-survey,raw_wcli,day,msa,2020-04-06,2022-06-25,340,0.0,11.7928697,0.9314997,1.0168941,2022-07-01 15:00:12,20220701,2,150 -fb-survey,raw_wcli,day,nation,2020-04-06,2022-06-25,1,0.4039215,5.408061,1.3702998,0.9063896,2022-07-01 15:00:23,20220701,4,253 -fb-survey,raw_wcli,day,state,2020-04-06,2022-06-25,51,0.0,11.2808901,1.2850101,1.1000853,2022-07-01 15:00:26,20220701,2,150 -fb-survey,raw_whh_cmnty_cli,day,county,2020-04-15,2022-06-25,343,0.4092675,69.7366276,21.2513547,9.4036702,2022-07-01 14:59:42,20220701,4,141 -fb-survey,raw_whh_cmnty_cli,day,hrr,2020-04-15,2022-06-25,287,1.4154066,69.0424071,21.8559408,9.9701793,2022-07-01 14:59:57,20220701,4,141 -fb-survey,raw_whh_cmnty_cli,day,msa,2020-04-15,2022-06-25,207,1.6579937,69.9032636,21.1068482,9.564647,2022-07-01 15:00:12,20220701,4,141 -fb-survey,raw_whh_cmnty_cli,day,nation,2020-04-15,2022-06-25,1,9.1761173,48.2407423,21.5503016,7.2072222,2022-07-01 15:00:23,20220701,4,244 -fb-survey,raw_whh_cmnty_cli,day,state,2020-04-15,2022-06-25,51,2.5278035,67.7211955,22.4708687,9.5978548,2022-07-01 15:00:27,20220701,4,141 -fb-survey,raw_wili,day,county,2020-04-06,2022-06-25,640,0.0,19.047619047619047,0.9617527,1.0224706,2022-07-01 14:59:42,20220701,2,150 -fb-survey,raw_wili,day,hrr,2020-04-06,2022-06-25,306,0.0,11.1227941,1.0088413,1.0878227,2022-07-01 14:59:57,20220701,2,150 -fb-survey,raw_wili,day,msa,2020-04-06,2022-06-25,340,0.0,11.7928697,0.9555916,1.0354607,2022-07-01 15:00:12,20220701,2,150 -fb-survey,raw_wili,day,nation,2020-04-06,2022-06-25,1,0.4144906,5.5247274,1.3975828,0.9277962,2022-07-01 15:00:23,20220701,4,253 -fb-survey,raw_wili,day,state,2020-04-06,2022-06-25,51,0.0,11.2808901,1.3091654,1.1199192,2022-07-01 15:00:27,20220701,2,150 -fb-survey,raw_wnohh_cmnty_cli,day,county,2020-04-15,2022-06-25,343,0.3267974,64.8845314,16.7082958,8.5360556,2022-07-01 14:59:42,20220701,4,141 -fb-survey,raw_wnohh_cmnty_cli,day,hrr,2020-04-15,2022-06-25,287,0.3787879,64.4127616,17.2542155,9.0633926,2022-07-01 14:59:57,20220701,4,141 -fb-survey,raw_wnohh_cmnty_cli,day,msa,2020-04-15,2022-06-25,207,0.7005145,64.8845314,16.5727216,8.6670007,2022-07-01 15:00:12,20220701,4,141 -fb-survey,raw_wnohh_cmnty_cli,day,nation,2020-04-15,2022-06-25,1,5.9588102,40.5355196,16.6488651,6.4672122,2022-07-01 15:00:23,20220701,4,244 -fb-survey,raw_wnohh_cmnty_cli,day,state,2020-04-15,2022-06-25,51,0.3267974,61.2646482,17.5685456,8.7803074,2022-07-01 15:00:27,20220701,4,141 -fb-survey,smoothed_accept_covid_vaccine,day,county,2020-12-20,2021-08-08,757,6.3106857,96.3920452,67.9237724,14.3796865,2021-08-13 12:54:15,20210813,1,44 -fb-survey,smoothed_accept_covid_vaccine,day,hrr,2020-12-20,2021-08-06,306,10.2941176,92.1875,61.1924903,16.7694796,2021-08-11 12:56:16,20210811,1,44 -fb-survey,smoothed_accept_covid_vaccine,day,msa,2020-12-20,2021-08-07,362,15.1563221,92.9292808,65.2383722,14.3516874,2021-08-12 12:54:50,20210812,1,44 -fb-survey,smoothed_accept_covid_vaccine,day,nation,2020-12-20,2021-08-08,1,17.755102,74.5601494,46.7574433,22.3505344,2021-08-13 12:57:00,20210813,1,44 -fb-survey,smoothed_accept_covid_vaccine,day,state,2020-12-20,2021-08-08,51,6.3106857,90.8967391,55.2646333,20.9437812,2021-08-13 12:57:04,20210813,1,44 -fb-survey,smoothed_accept_covid_vaccine_no_appointment,day,county,2021-05-20,2022-06-27,92,2.8931167,48.019802,15.5086319,5.4726703,2022-07-01 14:59:42,20220701,1,63 -fb-survey,smoothed_accept_covid_vaccine_no_appointment,day,hrr,2021-05-21,2022-06-27,168,1.1811024,47.5490196,15.5441133,5.3891774,2022-07-01 14:59:57,20220701,1,63 -fb-survey,smoothed_accept_covid_vaccine_no_appointment,day,msa,2021-05-21,2022-06-27,95,3.3219911,38.9585132,17.2049154,5.438195,2022-07-01 15:00:12,20220701,1,63 -fb-survey,smoothed_accept_covid_vaccine_no_appointment,day,nation,2021-05-20,2022-06-27,1,10.5194141,21.4088779,14.5975905,2.8074055,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_accept_covid_vaccine_no_appointment,day,state,2021-05-20,2022-06-27,48,2.8931167,31.7490615,14.3656827,4.2749012,2022-07-01 15:00:27,20220701,1,63 -fb-survey,smoothed_anxious_5d,day,county,2020-09-08,2021-03-15,754,2.496938,38.803681,17.3270685,3.6738037,2021-03-20 11:51:16,20210320,1,92 -fb-survey,smoothed_anxious_5d,day,hrr,2020-09-08,2021-03-11,306,4.4715447,33.9673913,16.9910865,3.0886278,2021-03-17 18:57:54,20210317,1,92 -fb-survey,smoothed_anxious_5d,day,msa,2020-09-08,2021-03-14,359,2.496938,37.2055658,17.3911656,3.5361126,2021-03-19 11:51:37,20210319,1,92 -fb-survey,smoothed_anxious_5d,day,nation,2020-09-08,2021-03-18,1,12.3224728,22.7558011,16.9176287,1.864669,2021-03-23 11:53:30,20210323,5,98 -fb-survey,smoothed_anxious_5d,day,state,2020-09-08,2021-03-15,51,6.7457199,38.803681,17.2987398,2.7756485,2021-03-20 11:52:09,20210320,5,92 -fb-survey,smoothed_anxious_7d,day,county,2021-03-02,2022-06-27,616,0.473738,30.7957769,12.7975556,3.1461309,2022-07-01 14:59:42,20220701,1,63 -fb-survey,smoothed_anxious_7d,day,hrr,2021-03-02,2022-06-27,306,1.3888889,31.8627451,12.7682873,2.9999053,2022-07-01 14:59:57,20220701,1,63 -fb-survey,smoothed_anxious_7d,day,msa,2021-03-02,2022-06-27,332,2.496278,27.8770477,12.9200141,3.0893081,2022-07-01 15:00:12,20220701,1,63 -fb-survey,smoothed_anxious_7d,day,nation,2021-03-02,2022-06-27,1,10.0859188,16.2442525,12.6390425,1.3485845,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_anxious_7d,day,state,2021-03-02,2022-06-27,51,3.0405405,22.815534,12.7942177,2.2673367,2022-07-01 15:00:27,20220701,1,63 -fb-survey,smoothed_appointment_not_vaccinated,day,county,2021-05-20,2022-06-27,99,0.1462927,17.1988482,3.3385882,1.8404781,2022-07-01 14:59:42,20220701,1,88 -fb-survey,smoothed_appointment_not_vaccinated,day,hrr,2021-05-21,2022-06-27,177,0.1851852,20.3846154,3.4699997,1.9600779,2022-07-01 14:59:57,20220701,1,87 -fb-survey,smoothed_appointment_not_vaccinated,day,msa,2021-05-21,2022-06-27,99,0.2074501,19.0133854,3.9230132,2.0474182,2022-07-01 15:00:12,20220701,1,87 -fb-survey,smoothed_appointment_not_vaccinated,day,nation,2021-05-20,2022-06-27,1,1.3645163,5.7176348,2.879369,1.0287608,2022-07-01 15:00:23,20220701,1,88 -fb-survey,smoothed_appointment_not_vaccinated,day,state,2021-05-20,2022-06-27,49,0.136612,14.0884056,3.0139223,1.5351489,2022-07-01 15:00:27,20220701,1,88 -fb-survey,smoothed_appointment_or_accept_covid_vaccine,day,county,2021-05-20,2022-06-27,97,2.8947834,55.6878788,18.1899701,6.4070756,2022-07-01 14:59:42,20220701,1,63 -fb-survey,smoothed_appointment_or_accept_covid_vaccine,day,hrr,2021-05-21,2022-06-27,178,2.2727273,55.8252427,18.2009257,6.2416784,2022-07-01 14:59:57,20220701,1,63 -fb-survey,smoothed_appointment_or_accept_covid_vaccine,day,msa,2021-05-20,2022-06-27,98,3.3219911,46.6146387,20.1795558,6.2956446,2022-07-01 15:00:12,20220701,1,63 -fb-survey,smoothed_appointment_or_accept_covid_vaccine,day,nation,2021-05-20,2022-06-27,1,11.9167877,25.8840354,17.0285233,3.5663794,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_appointment_or_accept_covid_vaccine,day,state,2021-05-20,2022-06-27,49,2.8947834,40.9091301,16.7679518,5.0595141,2022-07-01 15:00:27,20220701,1,63 -fb-survey,smoothed_belief_children_immune,day,county,2021-05-20,2022-02-18,362,0.2237989,19.3409509,4.8528498,2.2392157,2022-02-23 13:51:25,20220223,5,110 -fb-survey,smoothed_belief_children_immune,day,hrr,2021-05-20,2022-02-15,291,0.1333333,17.578125,4.9065365,2.1153129,2022-02-20 13:52:39,20220220,5,110 -fb-survey,smoothed_belief_children_immune,day,msa,2021-05-20,2022-02-17,216,0.1493704,18.8073394,4.7442141,2.0875794,2022-02-22 13:54:29,20220222,5,110 -fb-survey,smoothed_belief_children_immune,day,nation,2021-05-20,2022-02-19,1,2.9170739,6.4676486,4.712255,1.1693786,2022-02-24 13:53:42,20220224,5,110 -fb-survey,smoothed_belief_children_immune,day,state,2021-05-20,2022-02-18,51,0.4000003,12.3672014,4.6223851,1.5579756,2022-02-23 13:53:56,20220223,5,110 -fb-survey,smoothed_belief_created_small_group,day,county,2021-05-20,2022-06-27,363,1.5595178,38.9954032,16.9962957,5.1983294,2022-07-01 14:59:42,20220701,1,110 -fb-survey,smoothed_belief_created_small_group,day,hrr,2021-05-20,2022-06-27,291,2.4509804,50.4901961,18.915403,5.1776701,2022-07-01 14:59:57,20220701,1,110 -fb-survey,smoothed_belief_created_small_group,day,msa,2021-05-20,2022-06-27,216,2.0612317,40.4307125,17.6122869,4.8342499,2022-07-01 15:00:12,20220701,1,110 -fb-survey,smoothed_belief_created_small_group,day,nation,2021-05-20,2022-06-27,1,16.8966159,20.3157167,18.5028106,0.8152889,2022-07-01 15:00:23,20220701,1,110 -fb-survey,smoothed_belief_created_small_group,day,state,2021-05-20,2022-06-27,51,2.2522523,35.5991822,18.8051095,4.2701708,2022-07-01 15:00:27,20220701,1,110 -fb-survey,smoothed_belief_distancing_effective,day,county,2021-05-20,2022-06-27,375,49.3620543,96.961326,77.6388762,6.9251447,2022-07-01 14:59:42,20220701,1,110 -fb-survey,smoothed_belief_distancing_effective,day,hrr,2021-05-20,2022-06-27,293,47.7564103,96.2328767,75.1385342,6.9507118,2022-07-01 14:59:57,20220701,1,110 -fb-survey,smoothed_belief_distancing_effective,day,msa,2021-05-20,2022-06-27,219,46.7592593,95.2154174,76.469296,6.2078048,2022-07-01 15:00:12,20220701,1,110 -fb-survey,smoothed_belief_distancing_effective,day,nation,2021-05-20,2022-06-27,1,70.507751,81.219875,75.3967652,3.4605009,2022-07-01 15:00:23,20220701,1,110 -fb-survey,smoothed_belief_distancing_effective,day,state,2021-05-20,2022-06-27,51,49.5500005,95.5284553,74.454045,6.3504165,2022-07-01 15:00:27,20220701,1,110 -fb-survey,smoothed_belief_govt_exploitation,day,county,2021-05-20,2022-06-27,362,3.2557612,47.7401536,22.572586,6.8239109,2022-07-01 14:59:43,20220701,1,110 -fb-survey,smoothed_belief_govt_exploitation,day,hrr,2021-05-20,2022-06-27,291,4.4117647,55.8252427,25.3236335,6.7577857,2022-07-01 14:59:58,20220701,1,110 -fb-survey,smoothed_belief_govt_exploitation,day,msa,2021-05-20,2022-06-27,215,5.229548,49.2595629,23.8016288,6.0625237,2022-07-01 15:00:12,20220701,1,110 -fb-survey,smoothed_belief_govt_exploitation,day,nation,2021-05-20,2022-06-27,1,21.011988,28.2949287,24.8515407,1.8201246,2022-07-01 15:00:23,20220701,1,110 -fb-survey,smoothed_belief_govt_exploitation,day,state,2021-05-20,2022-06-27,51,4.1666667,46.4502192,25.6320025,5.8297068,2022-07-01 15:00:27,20220701,1,110 -fb-survey,smoothed_belief_masking_effective,day,county,2021-06-04,2022-06-27,376,43.2954171,97.9651163,77.5169356,8.2145814,2022-07-01 14:59:43,20220701,1,63 -fb-survey,smoothed_belief_masking_effective,day,hrr,2021-06-04,2022-06-27,293,41.3043478,97.4178404,74.1705489,8.2027679,2022-07-01 14:59:58,20220701,1,63 -fb-survey,smoothed_belief_masking_effective,day,msa,2021-06-04,2022-06-27,219,47.2142844,96.2759522,75.8904821,7.1293745,2022-07-01 15:00:12,20220701,1,63 -fb-survey,smoothed_belief_masking_effective,day,nation,2021-06-04,2022-06-27,1,69.7626672,80.7278994,74.5656604,3.3788714,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_belief_masking_effective,day,state,2021-06-04,2022-06-27,51,43.7072569,97.9651163,73.3523019,7.4305426,2022-07-01 15:00:27,20220701,1,63 -fb-survey,smoothed_belief_vaccinated_mask_unnecessary,day,county,2021-05-20,2022-02-18,361,1.171875,77.7116976,21.0331544,14.0003231,2022-02-23 13:51:27,20220223,5,110 -fb-survey,smoothed_belief_vaccinated_mask_unnecessary,day,hrr,2021-05-20,2022-02-15,291,1.4150943,70.0819672,21.7323839,14.1352958,2022-02-20 13:52:40,20220220,5,110 -fb-survey,smoothed_belief_vaccinated_mask_unnecessary,day,msa,2021-05-20,2022-02-17,216,2.136855,77.4233591,21.4733949,14.1658188,2022-02-22 13:54:30,20220222,5,110 -fb-survey,smoothed_belief_vaccinated_mask_unnecessary,day,nation,2021-05-20,2022-02-19,1,8.3996604,48.4696633,21.8394571,13.6131326,2022-02-24 13:53:42,20220224,5,110 -fb-survey,smoothed_belief_vaccinated_mask_unnecessary,day,state,2021-05-20,2022-02-18,51,3.4288513,64.2857587,22.6686765,14.605575,2022-02-23 13:53:57,20220223,5,110 -fb-survey,smoothed_cli,day,county,2020-04-06,2022-06-27,1536,0.0,13.0003763,1.027805,1.0362304,2022-07-01 14:59:43,20220701,1,150 -fb-survey,smoothed_cli,day,hrr,2020-04-06,2022-06-27,306,0.0,11.2962963,1.2269157,1.0692117,2022-07-01 14:59:58,20220701,1,150 -fb-survey,smoothed_cli,day,msa,2020-04-06,2022-06-27,382,0.0,12.5231652,1.1602289,1.0960308,2022-07-01 15:00:12,20220701,1,150 -fb-survey,smoothed_cli,day,nation,2020-04-06,2022-06-27,1,0.3647163,4.382599,1.1685062,0.7841888,2022-07-01 15:00:23,20220701,1,253 -fb-survey,smoothed_cli,day,state,2020-04-06,2022-06-27,52,0.0,7.4156739,1.2031664,0.9198052,2022-07-01 15:00:27,20220701,1,150 -fb-survey,smoothed_covid_vaccinated,day,county,2021-01-06,2022-06-27,753,1.3182512,99.806477,73.1689173,24.0625346,2022-07-01 14:59:43,20220701,1,63 -fb-survey,smoothed_covid_vaccinated,day,hrr,2021-01-06,2022-06-27,306,0.4950495,99.5065789,74.1336252,20.9790356,2022-07-01 14:59:58,20220701,1,63 -fb-survey,smoothed_covid_vaccinated,day,msa,2021-01-06,2022-06-27,361,1.3497978,98.6988259,73.0066824,22.7746073,2022-07-01 15:00:12,20220701,1,63 -fb-survey,smoothed_covid_vaccinated,day,nation,2021-01-06,2022-06-27,1,5.4455056,86.832716,75.3232519,20.8758334,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_covid_vaccinated,day,state,2021-01-06,2022-06-27,51,2.1550368,98.1481481,75.0844935,20.9783793,2022-07-01 15:00:27,20220701,1,63 -fb-survey,smoothed_covid_vaccinated_appointment_or_accept,day,county,2021-05-20,2022-06-27,657,65.1604516,99.8105963,88.0349635,5.2263187,2022-07-01 14:59:43,20220701,1,63 -fb-survey,smoothed_covid_vaccinated_appointment_or_accept,day,hrr,2021-05-20,2022-06-27,306,57.2625698,99.512987,85.9083299,5.3471261,2022-07-01 14:59:58,20220701,1,63 -fb-survey,smoothed_covid_vaccinated_appointment_or_accept,day,msa,2021-05-20,2022-06-27,347,62.9303278,99.0453217,86.8796612,4.9270324,2022-07-01 15:00:13,20220701,1,63 -fb-survey,smoothed_covid_vaccinated_appointment_or_accept,day,nation,2021-05-20,2022-06-27,1,86.0948981,88.5334628,87.1571506,0.5924003,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_covid_vaccinated_appointment_or_accept,day,state,2021-05-20,2022-06-27,51,67.1810851,99.0066225,86.6146821,4.4267436,2022-07-01 15:00:27,20220701,1,63 -fb-survey,smoothed_covid_vaccinated_friends,day,county,2021-05-20,2022-06-27,371,34.2579817,95.5645161,70.2740465,9.8389206,2022-07-01 14:59:43,20220701,1,110 -fb-survey,smoothed_covid_vaccinated_friends,day,hrr,2021-05-20,2022-06-27,291,27.3148148,93.9716312,66.4414807,10.0810154,2022-07-01 14:59:58,20220701,1,110 -fb-survey,smoothed_covid_vaccinated_friends,day,msa,2021-05-20,2022-06-27,220,28.2667809,93.9811262,68.6786081,8.9466352,2022-07-01 15:00:13,20220701,1,110 -fb-survey,smoothed_covid_vaccinated_friends,day,nation,2021-05-20,2022-06-27,1,61.9736031,70.6638435,67.1348906,2.0818524,2022-07-01 15:00:23,20220701,1,110 -fb-survey,smoothed_covid_vaccinated_friends,day,state,2021-05-20,2022-06-27,51,38.66509,90.8653846,66.2411893,8.9589405,2022-07-01 15:00:27,20220701,1,110 -fb-survey,smoothed_covid_vaccinated_or_accept,day,county,2020-12-20,2021-08-08,768,45.0788284,99.745469,80.9666545,8.1259498,2021-08-13 12:54:19,20210813,1,44 -fb-survey,smoothed_covid_vaccinated_or_accept,day,hrr,2020-12-20,2021-08-08,306,44.5652174,99.5327103,80.0951132,7.769323,2021-08-13 12:55:33,20210813,1,44 -fb-survey,smoothed_covid_vaccinated_or_accept,day,msa,2020-12-20,2021-08-08,364,45.4966234,98.3311996,80.1205091,7.9816216,2021-08-13 12:56:24,20210813,1,44 -fb-survey,smoothed_covid_vaccinated_or_accept,day,nation,2020-12-20,2021-08-08,1,70.120171,87.7644024,82.8202898,4.7302724,2021-08-13 12:57:00,20210813,1,44 -fb-survey,smoothed_covid_vaccinated_or_accept,day,state,2020-12-20,2021-08-08,51,52.3185241,97.8932584,81.9259577,6.6068393,2021-08-13 12:57:05,20210813,1,44 -fb-survey,smoothed_delayed_care_cost,day,county,2021-05-20,2022-06-27,349,7.1428571,58.7731136,30.5260235,5.4782579,2022-07-01 14:59:43,20220701,1,110 -fb-survey,smoothed_delayed_care_cost,day,hrr,2021-05-20,2022-06-27,288,13.2,52.9661017,30.7646315,5.1338922,2022-07-01 14:59:58,20220701,1,110 -fb-survey,smoothed_delayed_care_cost,day,msa,2021-05-20,2022-06-27,213,7.1428571,58.7731136,30.749201,5.2077782,2022-07-01 15:00:13,20220701,1,110 -fb-survey,smoothed_delayed_care_cost,day,nation,2021-05-20,2022-06-27,1,29.3886846,32.304431,30.9506304,0.6386159,2022-07-01 15:00:23,20220701,1,110 -fb-survey,smoothed_delayed_care_cost,day,state,2021-05-20,2022-06-27,51,15.2439024,46.5873026,31.4106402,4.2449509,2022-07-01 15:00:27,20220701,1,110 -fb-survey,smoothed_depressed_5d,day,county,2020-09-08,2021-03-15,750,1.3215125,28.5219101,12.6707491,2.9490081,2021-03-20 11:51:17,20210320,0,92 -fb-survey,smoothed_depressed_5d,day,hrr,2020-09-08,2021-03-11,306,4.0372671,27.3722628,12.5759003,2.4165054,2021-03-17 18:57:55,20210317,1,92 -fb-survey,smoothed_depressed_5d,day,msa,2020-09-08,2021-03-14,360,1.5728509,29.4046023,12.9635171,2.8413762,2021-03-19 11:51:37,20210319,1,92 -fb-survey,smoothed_depressed_5d,day,nation,2020-09-08,2021-03-18,1,10.6528256,13.9352609,12.3595309,0.7665024,2021-03-23 11:53:31,20210323,5,98 -fb-survey,smoothed_depressed_5d,day,state,2020-09-08,2021-03-15,51,5.9090802,20.6156453,12.6730155,1.8084615,2021-03-20 11:52:10,20210320,5,92 -fb-survey,smoothed_depressed_7d,day,county,2021-03-02,2022-06-27,613,0.5597399,26.1063583,10.2403199,2.7376668,2022-07-01 14:59:43,20220701,1,63 -fb-survey,smoothed_depressed_7d,day,hrr,2021-03-02,2022-06-27,306,0.4807692,26.4423077,10.4213618,2.6238609,2022-07-01 14:59:58,20220701,1,63 -fb-survey,smoothed_depressed_7d,day,msa,2021-03-02,2022-06-27,331,0.4680631,26.8705864,10.468143,2.6812753,2022-07-01 15:00:13,20220701,1,63 -fb-survey,smoothed_depressed_7d,day,nation,2021-03-02,2022-06-27,1,8.8132706,12.4159631,10.2226592,0.8368107,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_depressed_7d,day,state,2021-03-02,2022-06-27,51,2.3584906,19.6153846,10.4713187,1.8961675,2022-07-01 15:00:27,20220701,1,63 -fb-survey,smoothed_dontneed_reason_dont_spend_time,day,county,2021-02-09,2022-06-27,45,5.5555556,39.6263807,21.4008743,4.321096,2022-07-01 14:59:44,20220701,1,63 -fb-survey,smoothed_dontneed_reason_dont_spend_time,day,hrr,2021-02-12,2022-06-19,31,9.6899225,40.625,23.9224288,4.8282974,2022-06-24 12:52:41,20220624,4,63 -fb-survey,smoothed_dontneed_reason_dont_spend_time,day,msa,2021-02-11,2022-06-26,19,9.4119587,40.3463675,22.4776737,4.8522507,2022-07-01 15:00:13,20220701,2,63 -fb-survey,smoothed_dontneed_reason_dont_spend_time,day,nation,2021-02-09,2022-06-27,1,16.8978868,28.7211177,20.8719719,2.5463764,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_dontneed_reason_dont_spend_time,day,state,2021-02-09,2022-06-27,41,5.5555556,38.942329,21.3398772,4.238066,2022-07-01 15:00:27,20220701,1,63 -fb-survey,smoothed_dontneed_reason_had_covid,day,county,2021-02-09,2022-06-27,45,7.5999696,67.7883312,33.9147538,11.7913429,2022-07-01 14:59:44,20220701,1,63 -fb-survey,smoothed_dontneed_reason_had_covid,day,hrr,2021-02-12,2022-06-19,31,5.9090909,59.9056604,27.3755076,11.0428184,2022-06-24 12:52:41,20220624,4,63 -fb-survey,smoothed_dontneed_reason_had_covid,day,msa,2021-02-11,2022-06-26,19,4.9886613,60.5993142,32.0541118,11.767344,2022-07-01 15:00:13,20220701,2,63 -fb-survey,smoothed_dontneed_reason_had_covid,day,nation,2021-02-09,2022-06-27,1,16.3324104,50.1111523,34.9273113,11.0253327,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_dontneed_reason_had_covid,day,state,2021-02-09,2022-06-27,41,7.5999696,67.7883312,34.0707155,11.7727205,2022-07-01 15:00:27,20220701,1,63 -fb-survey,smoothed_dontneed_reason_not_beneficial,day,county,2021-02-09,2022-06-27,45,9.2224772,38.776445,22.6533446,3.8633949,2022-07-01 14:59:44,20220701,1,63 -fb-survey,smoothed_dontneed_reason_not_beneficial,day,hrr,2021-02-12,2022-06-19,31,9.3137255,36.5740741,21.3928019,4.3704203,2022-06-24 12:52:41,20220624,4,63 -fb-survey,smoothed_dontneed_reason_not_beneficial,day,msa,2021-02-11,2022-06-26,19,8.3386675,38.9421067,22.5059995,4.5892419,2022-07-01 15:00:13,20220701,2,63 -fb-survey,smoothed_dontneed_reason_not_beneficial,day,nation,2021-02-09,2022-06-27,1,19.1838094,26.9859256,22.7430719,2.2253834,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_dontneed_reason_not_beneficial,day,state,2021-02-09,2022-06-27,41,9.2224772,38.776445,22.6736772,3.8323621,2022-07-01 15:00:27,20220701,1,63 -fb-survey,smoothed_dontneed_reason_not_high_risk,day,county,2021-02-09,2022-06-27,45,22.0150329,56.250625,38.6763552,4.187104,2022-07-01 14:59:44,20220701,1,63 -fb-survey,smoothed_dontneed_reason_not_high_risk,day,hrr,2021-02-12,2022-06-19,31,27.4774775,60.4761905,40.7726616,4.7536919,2022-06-24 12:52:41,20220624,4,63 -fb-survey,smoothed_dontneed_reason_not_high_risk,day,msa,2021-02-11,2022-06-26,19,28.1531223,61.0581599,41.1034348,4.4102823,2022-07-01 15:00:13,20220701,2,63 -fb-survey,smoothed_dontneed_reason_not_high_risk,day,nation,2021-02-09,2022-06-27,1,34.6180556,41.5073,38.5047144,1.441484,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_dontneed_reason_not_high_risk,day,state,2021-02-09,2022-06-27,41,22.0150329,56.250625,38.6436171,4.1338582,2022-07-01 15:00:27,20220701,1,63 -fb-survey,smoothed_dontneed_reason_not_serious,day,county,2021-02-09,2022-06-27,45,18.9814991,63.4969607,38.0916004,5.7583841,2022-07-01 14:59:44,20220701,1,63 -fb-survey,smoothed_dontneed_reason_not_serious,day,hrr,2021-02-12,2022-06-19,31,20.8333333,61.2745098,36.1879966,6.2874237,2022-06-24 12:52:41,20220624,4,63 -fb-survey,smoothed_dontneed_reason_not_serious,day,msa,2021-02-11,2022-06-26,19,18.3854006,55.8194092,35.787947,5.7656897,2022-07-01 15:00:13,20220701,2,63 -fb-survey,smoothed_dontneed_reason_not_serious,day,nation,2021-02-09,2022-06-27,1,32.4725662,43.3047981,38.2416588,2.9637077,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_dontneed_reason_not_serious,day,state,2021-02-09,2022-06-27,41,18.5060327,63.4969607,38.1241797,5.7263057,2022-07-01 15:00:27,20220701,1,63 -fb-survey,smoothed_dontneed_reason_other,day,county,2021-02-09,2022-06-27,45,15.3592362,51.6000438,31.6656623,4.3952503,2022-07-01 14:59:44,20220701,1,63 -fb-survey,smoothed_dontneed_reason_other,day,hrr,2021-02-12,2022-06-19,31,12.3762376,48.5294118,29.3215505,5.4914016,2022-06-24 12:52:41,20220624,4,63 -fb-survey,smoothed_dontneed_reason_other,day,msa,2021-02-11,2022-06-26,19,15.3036239,48.2089811,30.2311313,4.9965866,2022-07-01 15:00:13,20220701,2,63 -fb-survey,smoothed_dontneed_reason_other,day,nation,2021-02-09,2022-06-27,1,22.0281863,35.1886422,31.4579475,2.4228659,2022-07-01 15:00:23,20220701,1,63 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14:59:59,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_distrust_gov,day,msa,2021-02-09,2022-06-27,182,10.8144015,63.5412222,34.8606277,9.7029899,2022-07-01 15:00:13,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_distrust_gov,day,nation,2021-02-09,2022-06-27,1,21.7519331,48.3679162,41.1213222,7.1859845,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_distrust_gov,day,state,2021-02-09,2022-06-27,50,13.345267,65.8658853,41.3420766,8.1618468,2022-07-01 15:00:27,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_distrust_vaccines,day,county,2021-02-09,2022-06-27,269,8.1357775,70.1762823,38.9057405,12.3176294,2022-07-01 14:59:44,20220701,1,36 -fb-survey,smoothed_hesitancy_reason_distrust_vaccines,day,hrr,2021-02-09,2022-06-27,264,8.3333333,69.8019802,38.3684199,11.035503,2022-07-01 14:59:59,20220701,1,36 -fb-survey,smoothed_hesitancy_reason_distrust_vaccines,day,msa,2021-02-09,2022-06-27,182,11.2684577,68.220897,36.617055,10.7274537,2022-07-01 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12:57:00,20210813,5,36 -fb-survey,smoothed_hesitancy_reason_health_condition,day,state,2021-02-09,2021-08-08,50,5.752447,25.4807711,13.7821031,2.58501,2021-08-13 12:57:06,20210813,5,36 -fb-survey,smoothed_hesitancy_reason_ineffective,day,county,2021-02-09,2022-06-27,269,7.6253143,41.5178571,23.6646706,4.6730662,2022-07-01 14:59:44,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_ineffective,day,hrr,2021-02-09,2022-06-27,264,8.3333333,45.3389831,23.8568069,5.0179228,2022-07-01 14:59:59,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_ineffective,day,msa,2021-02-09,2022-06-27,182,7.6046012,41.8429875,23.2509192,4.9052365,2022-07-01 15:00:13,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_ineffective,day,nation,2021-02-09,2022-06-27,1,18.6429566,29.2183088,24.8469856,3.1445592,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_ineffective,day,state,2021-02-09,2022-06-27,50,10.4982767,41.5178571,25.0455331,4.1267331,2022-07-01 15:00:27,20220701,1,63 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-fb-survey,smoothed_hesitancy_reason_other,day,msa,2021-02-09,2022-06-27,182,2.3625711,40.9060207,17.7624169,6.2768452,2022-07-01 15:00:13,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_other,day,nation,2021-02-09,2022-06-27,1,9.8386754,26.1018426,19.7260919,4.2675848,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_other,day,state,2021-02-09,2022-06-27,50,6.0416717,38.4353741,19.9759984,5.0931442,2022-07-01 15:00:28,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_pregnant,day,county,2021-02-09,2021-08-08,269,0.3552191,14.6540741,5.6372688,1.8499839,2021-08-13 12:54:21,20210813,5,36 -fb-survey,smoothed_hesitancy_reason_pregnant,day,hrr,2021-02-09,2021-08-06,264,0.3546099,16.0194175,5.5408598,1.8581863,2021-08-11 12:56:23,20210811,5,36 -fb-survey,smoothed_hesitancy_reason_pregnant,day,msa,2021-02-09,2021-08-07,182,0.3552191,15.2817242,5.6604232,1.8489533,2021-08-12 12:54:54,20210812,5,36 -fb-survey,smoothed_hesitancy_reason_pregnant,day,nation,2021-02-09,2021-08-08,1,4.768177,8.4482759,5.7052265,0.7252245,2021-08-13 12:57:00,20210813,5,36 -fb-survey,smoothed_hesitancy_reason_pregnant,day,state,2021-02-09,2021-08-08,50,0.4761905,14.6177141,5.6006103,1.4179715,2021-08-13 12:57:07,20210813,5,36 -fb-survey,smoothed_hesitancy_reason_religious,day,county,2021-02-09,2022-06-27,269,0.2360437,31.0896908,9.5731818,5.6135668,2022-07-01 14:59:44,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_religious,day,hrr,2021-02-09,2022-06-27,264,0.2145923,32.5242718,9.5878573,5.6824616,2022-07-01 14:59:59,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_religious,day,msa,2021-02-09,2022-06-27,182,0.2575795,33.000132,9.0745758,5.588583,2022-07-01 15:00:13,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_religious,day,nation,2021-02-09,2022-06-27,1,2.9005064,17.879135,11.4734824,4.4808544,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_religious,day,state,2021-02-09,2022-06-27,50,0.4587282,31.0896908,11.4886602,5.1003127,2022-07-01 15:00:28,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_sideeffects,day,county,2021-02-09,2022-06-27,269,32.1700956,77.7274672,54.5277961,6.6817846,2022-07-01 14:59:44,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_sideeffects,day,hrr,2021-02-09,2022-06-27,264,31.7391304,77.184466,54.6944144,6.8935509,2022-07-01 14:59:59,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_sideeffects,day,msa,2021-02-09,2022-06-27,182,31.3196644,77.8600854,54.208866,6.8612561,2022-07-01 15:00:13,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_sideeffects,day,nation,2021-02-09,2022-06-27,1,46.2099725,61.6628626,56.8816361,4.3930445,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_sideeffects,day,state,2021-02-09,2022-06-27,50,36.222644,77.7274672,56.8734399,5.5501117,2022-07-01 15:00:28,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_unnecessary,day,county,2021-02-09,2022-06-27,269,2.6923077,60.9159097,30.8502858,10.6748742,2022-07-01 14:59:44,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_unnecessary,day,hrr,2021-02-09,2022-06-27,264,3.9634146,60.738255,30.479742,9.5801621,2022-07-01 14:59:59,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_unnecessary,day,msa,2021-02-09,2022-06-27,182,4.9094519,60.2549363,29.5871094,9.7960234,2022-07-01 15:00:13,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_unnecessary,day,nation,2021-02-09,2022-06-27,1,14.985451,44.0741505,34.973603,7.3436236,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_unnecessary,day,state,2021-02-09,2022-06-27,50,9.8511649,60.9159097,35.3889361,8.6494152,2022-07-01 15:00:28,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_wait_safety,day,county,2021-02-09,2022-06-27,269,7.203921,61.8609084,33.163916,9.1076926,2022-07-01 14:59:44,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_wait_safety,day,hrr,2021-02-09,2022-06-27,264,7.4257426,58.6065574,34.2231687,7.8186749,2022-07-01 14:59:59,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_wait_safety,day,msa,2021-02-09,2022-06-27,182,8.4083875,56.0710642,35.301723,7.945878,2022-07-01 15:00:13,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_wait_safety,day,nation,2021-02-09,2022-06-27,1,15.5350781,42.261273,29.55581,8.3428445,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_wait_safety,day,state,2021-02-09,2022-06-27,50,7.203921,50.3012048,29.9396632,8.5442628,2022-07-01 15:00:28,20220701,1,63 -fb-survey,smoothed_hh_cmnty_cli,day,county,2020-04-15,2022-06-27,1254,1.4851485,71.4236679,21.7236053,10.0597465,2022-07-01 14:59:44,20220701,1,141 -fb-survey,smoothed_hh_cmnty_cli,day,hrr,2020-04-15,2022-06-27,306,2.0833333,69.6261682,22.5243714,10.1504462,2022-07-01 14:59:59,20220701,1,141 -fb-survey,smoothed_hh_cmnty_cli,day,msa,2020-04-15,2022-06-27,381,2.291879,71.5988029,22.9118476,10.3617076,2022-07-01 15:00:14,20220701,1,141 -fb-survey,smoothed_hh_cmnty_cli,day,nation,2020-04-15,2022-06-27,1,8.9571677,46.6586363,21.5844429,7.4300114,2022-07-01 15:00:23,20220701,1,244 -fb-survey,smoothed_hh_cmnty_cli,day,state,2020-04-15,2022-06-27,52,3.0,63.6425937,22.0163667,9.5743832,2022-07-01 15:00:28,20220701,1,141 -fb-survey,smoothed_ili,day,county,2020-04-06,2022-06-27,1536,0.0,13.0003763,1.0523321,1.0539384,2022-07-01 14:59:45,20220701,1,150 -fb-survey,smoothed_ili,day,hrr,2020-04-06,2022-06-27,306,0.0,12.4443956,1.2519422,1.0877521,2022-07-01 14:59:59,20220701,1,150 -fb-survey,smoothed_ili,day,msa,2020-04-06,2022-06-27,382,0.0,12.9951589,1.1853276,1.1148771,2022-07-01 15:00:14,20220701,1,150 -fb-survey,smoothed_ili,day,nation,2020-04-06,2022-06-27,1,0.3778058,4.5067924,1.1945039,0.8030019,2022-07-01 15:00:23,20220701,1,253 -fb-survey,smoothed_ili,day,state,2020-04-06,2022-06-27,52,0.0,7.5896827,1.2279235,0.9389695,2022-07-01 15:00:28,20220701,1,150 -fb-survey,smoothed_inperson_school_fulltime,day,county,2020-11-24,2021-12-24,295,2.4768475,95.9090909,44.5197765,24.4115893,2022-02-02 20:51:33,20220202,5,133 -fb-survey,smoothed_inperson_school_fulltime,day,hrr,2020-11-24,2021-12-22,264,2.5,96.6981132,46.6805616,23.126512,2022-02-02 20:52:47,20220202,5,133 -fb-survey,smoothed_inperson_school_fulltime,day,msa,2020-11-24,2021-12-24,181,2.4768475,95.8277046,45.6823519,23.6294977,2022-02-02 20:53:52,20220202,5,133 -fb-survey,smoothed_inperson_school_fulltime,day,nation,2020-11-24,2021-12-24,1,31.1474442,86.2974266,57.9919467,19.6343032,2022-02-02 20:54:38,20220202,5,133 -fb-survey,smoothed_inperson_school_fulltime,day,state,2020-11-24,2021-12-24,50,4.6188443,95.9090909,58.5177167,22.7773491,2022-02-02 20:54:50,20220202,5,133 -fb-survey,smoothed_inperson_school_fulltime_oldest,day,county,2021-12-19,2022-06-27,70,64.2528801,99.5454541,93.1441744,3.8302019,2022-07-01 14:59:45,20220701,1,14 -fb-survey,smoothed_inperson_school_fulltime_oldest,day,hrr,2021-12-21,2022-06-27,89,58.7378641,99.7326203,91.7818697,5.0539044,2022-07-01 14:59:59,20220701,1,14 -fb-survey,smoothed_inperson_school_fulltime_oldest,day,msa,2021-12-20,2022-06-27,53,58.9464332,99.6914588,92.912921,4.2150885,2022-07-01 15:00:14,20220701,1,14 -fb-survey,smoothed_inperson_school_fulltime_oldest,day,nation,2021-12-19,2022-06-27,1,88.4834058,95.8449786,93.797397,1.8885489,2022-07-01 15:00:23,20220701,1,14 -fb-survey,smoothed_inperson_school_fulltime_oldest,day,state,2021-12-19,2022-06-27,42,64.2528801,99.5454541,93.2461363,3.7585036,2022-07-01 15:00:28,20220701,1,14 -fb-survey,smoothed_inperson_school_parttime,day,county,2020-11-24,2021-12-24,293,0.4471104,75.0,23.66865,12.0654216,2022-02-02 20:51:34,20220202,1,133 -fb-survey,smoothed_inperson_school_parttime,day,hrr,2020-11-24,2021-12-22,259,0.4464286,64.9390244,24.6476029,11.1406814,2022-02-02 20:52:47,20220202,5,133 -fb-survey,smoothed_inperson_school_parttime,day,msa,2020-11-24,2021-12-23,178,0.4471104,67.5480642,23.7069805,11.3600091,2022-02-02 20:53:52,20220202,5,133 -fb-survey,smoothed_inperson_school_parttime,day,nation,2020-11-24,2021-12-24,1,14.670418,28.0281176,21.435269,4.6015634,2022-02-02 20:54:38,20220202,5,133 -fb-survey,smoothed_inperson_school_parttime,day,state,2020-11-24,2021-12-24,50,4.6727195,65.3645513,22.4179137,9.9737538,2022-02-02 20:54:50,20220202,5,133 -fb-survey,smoothed_inperson_school_parttime_oldest,day,county,2021-12-19,2022-06-27,70,0.1455601,25.061993,4.3675839,2.6485041,2022-07-01 14:59:45,20220701,1,14 -fb-survey,smoothed_inperson_school_parttime_oldest,day,hrr,2021-12-21,2022-06-27,89,0.1968504,27.4691358,5.2424037,3.457449,2022-07-01 14:59:59,20220701,1,14 -fb-survey,smoothed_inperson_school_parttime_oldest,day,msa,2021-12-20,2022-06-27,53,0.2105131,30.1952249,4.4253137,2.7792599,2022-07-01 15:00:14,20220701,1,14 -fb-survey,smoothed_inperson_school_parttime_oldest,day,nation,2021-12-19,2022-06-27,1,2.4698405,7.3677432,3.9326243,1.2549263,2022-07-01 15:00:23,20220701,1,14 -fb-survey,smoothed_inperson_school_parttime_oldest,day,state,2021-12-19,2022-06-27,42,0.1455601,21.0691824,4.3116651,2.6010067,2022-07-01 15:00:28,20220701,1,14 -fb-survey,smoothed_large_event_1d,day,county,2020-09-08,2021-03-15,835,0.2747253,35.0190308,9.9150598,5.0553773,2021-03-20 11:51:20,20210320,1,92 -fb-survey,smoothed_large_event_1d,day,hrr,2020-09-08,2021-03-11,306,0.5050505,38.372093,10.6125117,4.9980909,2021-03-17 18:57:57,20210317,2,92 -fb-survey,smoothed_large_event_1d,day,msa,2020-09-08,2021-03-14,370,0.2747253,41.2128132,10.5650454,5.0873737,2021-03-19 11:51:40,20210319,1,92 -fb-survey,smoothed_large_event_1d,day,nation,2020-09-08,2021-03-18,1,5.821922,14.4078957,9.8547453,2.9501063,2021-03-23 11:53:35,20210323,2,98 -fb-survey,smoothed_large_event_1d,day,state,2020-09-08,2021-03-15,51,1.3324856,27.9500957,10.08541,4.6567058,2021-03-20 11:52:11,20210320,2,92 -fb-survey,smoothed_large_event_indoors_1d,day,county,2021-03-02,2022-06-27,670,0.8426611,48.9674534,19.5557945,6.5286424,2022-07-01 14:59:45,20220701,1,63 -fb-survey,smoothed_large_event_indoors_1d,day,hrr,2021-03-02,2022-06-27,306,1.2,49.5535714,20.8342057,6.3583766,2022-07-01 14:59:59,20220701,1,63 -fb-survey,smoothed_large_event_indoors_1d,day,msa,2021-03-02,2022-06-27,349,1.0457604,48.695691,20.0899501,6.3579349,2022-07-01 15:00:14,20220701,1,63 -fb-survey,smoothed_large_event_indoors_1d,day,nation,2021-03-02,2022-06-27,1,9.2876428,28.4955233,20.3804892,4.9184689,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_large_event_indoors_1d,day,state,2021-03-02,2022-06-27,51,2.1613833,42.4393107,20.8737336,6.3113389,2022-07-01 15:00:28,20220701,1,63 -fb-survey,smoothed_nohh_cmnty_cli,day,county,2020-04-15,2022-06-27,1255,0.0873015873015873,64.9542619,17.3135055,9.2732346,2022-07-01 14:59:45,20220701,1,141 -fb-survey,smoothed_nohh_cmnty_cli,day,hrr,2020-04-15,2022-06-27,306,0.4385965,62.3015873,17.847692,9.3914735,2022-07-01 14:59:59,20220701,1,141 -fb-survey,smoothed_nohh_cmnty_cli,day,msa,2020-04-15,2022-06-27,381,0.4140571,62.6385053,18.2762835,9.6017706,2022-07-01 15:00:14,20220701,1,141 -fb-survey,smoothed_nohh_cmnty_cli,day,nation,2020-04-15,2022-06-27,1,5.9029574,40.1083297,17.0003805,6.7897742,2022-07-01 15:00:23,20220701,1,244 -fb-survey,smoothed_nohh_cmnty_cli,day,state,2020-04-15,2022-06-27,52,1.8,57.8524353,17.3921858,8.8588016,2022-07-01 15:00:28,20220701,1,141 -fb-survey,smoothed_others_distanced_public,day,county,2021-06-04,2022-06-27,360,3.3562166,57.5892857,20.6124184,6.831208,2022-07-01 14:59:45,20220701,1,63 -fb-survey,smoothed_others_distanced_public,day,hrr,2021-06-04,2022-06-27,290,3.0701754,57.2,19.9457339,6.4247535,2022-07-01 14:59:59,20220701,1,63 -fb-survey,smoothed_others_distanced_public,day,msa,2021-06-04,2022-06-27,214,3.0156712,57.5892857,20.1721024,6.5892291,2022-07-01 15:00:14,20220701,1,63 -fb-survey,smoothed_others_distanced_public,day,nation,2021-06-04,2022-06-27,1,12.6425317,30.5620336,19.4177543,3.9138545,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_others_distanced_public,day,state,2021-06-04,2022-06-27,51,6.1373559,54.1118421,19.1732815,5.9312161,2022-07-01 15:00:28,20220701,1,63 -fb-survey,smoothed_others_masked,day,county,2020-11-24,2021-08-08,726,0.4545455,99.5689655,76.7892852,20.3268655,2021-08-13 12:54:26,20210813,0,44 -fb-survey,smoothed_others_masked,day,hrr,2020-11-24,2021-08-08,306,0.3012048,97.8483607,70.5054701,23.0938682,2021-08-13 12:55:39,20210813,5,44 -fb-survey,smoothed_others_masked,day,msa,2020-11-24,2021-08-08,355,0.9678555,99.3561028,73.8146157,20.8637976,2021-08-13 12:56:27,20210813,5,44 -fb-survey,smoothed_others_masked,day,nation,2020-11-24,2021-08-08,1,11.3260333,83.3975338,62.0673298,26.5766067,2021-08-13 12:57:00,20210813,5,44 -fb-survey,smoothed_others_masked,day,state,2020-11-24,2021-08-08,51,0.4545455,97.3011364,65.3182332,27.4483035,2021-08-13 12:57:08,20210813,5,44 -fb-survey,smoothed_others_masked_public,day,county,2021-05-20,2022-06-27,363,0.1847656,91.411247,24.0853734,22.5073682,2022-07-01 14:59:45,20220701,1,63 -fb-survey,smoothed_others_masked_public,day,hrr,2021-05-20,2022-06-27,289,0.1552795,91.6666667,19.7083939,20.4022362,2022-07-01 15:00:00,20220701,1,63 -fb-survey,smoothed_others_masked_public,day,msa,2021-05-20,2022-06-27,215,0.1495027,88.8538176,20.9942671,20.7558111,2022-07-01 15:00:14,20220701,1,63 -fb-survey,smoothed_others_masked_public,day,nation,2021-05-20,2022-06-27,1,3.3426304,55.2231769,19.5272947,10.9635458,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_others_masked_public,day,state,2021-05-20,2022-06-27,51,0.2051755,86.6319444,17.6915699,18.9261281,2022-07-01 15:00:28,20220701,1,63 -fb-survey,smoothed_public_transit_1d,day,county,2020-09-08,2022-06-27,835,0.095057,62.1767008,4.0788632,4.2801094,2022-07-01 14:59:45,20220701,1,92 -fb-survey,smoothed_public_transit_1d,day,hrr,2020-09-08,2022-06-27,306,0.1347709,49.3869732,3.9592897,3.574987,2022-07-01 15:00:00,20220701,1,92 -fb-survey,smoothed_public_transit_1d,day,msa,2020-09-08,2022-06-27,370,0.134393,22.9349191,3.5387868,2.0462001,2022-07-01 15:00:14,20220701,1,92 -fb-survey,smoothed_public_transit_1d,day,nation,2020-09-08,2022-06-27,1,2.1052249,6.8432808,4.3162926,1.3625614,2022-07-01 15:00:23,20220701,1,98 -fb-survey,smoothed_public_transit_1d,day,state,2020-09-08,2022-06-27,51,0.2777778,40.6077348,4.2994529,3.2892331,2022-07-01 15:00:28,20220701,1,92 -fb-survey,smoothed_race_treated_fairly_healthcare,day,county,2021-05-20,2022-06-27,350,45.7284817,95.754717,80.5063719,5.9788001,2022-07-01 14:59:46,20220701,1,110 -fb-survey,smoothed_race_treated_fairly_healthcare,day,hrr,2021-05-20,2022-06-27,288,48.828125,96.7592593,80.9544846,5.5061638,2022-07-01 15:00:00,20220701,1,110 -fb-survey,smoothed_race_treated_fairly_healthcare,day,msa,2021-05-20,2022-06-27,213,55.8864608,96.0307321,81.0345777,5.0956802,2022-07-01 15:00:14,20220701,1,110 -fb-survey,smoothed_race_treated_fairly_healthcare,day,nation,2021-05-20,2022-06-27,1,79.5861654,82.0039327,80.7542663,0.6791153,2022-07-01 15:00:23,20220701,1,110 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-fb-survey,smoothed_received_news_experts,day,hrr,2021-05-20,2022-06-27,289,10.3960396,76.0869565,43.6024718,8.6323687,2022-07-01 15:00:00,20220701,1,110 -fb-survey,smoothed_received_news_experts,day,msa,2021-05-20,2022-06-27,214,15.4020118,76.4838488,45.2427395,8.5528722,2022-07-01 15:00:14,20220701,1,110 -fb-survey,smoothed_received_news_experts,day,nation,2021-05-20,2022-06-27,1,29.6171405,52.3496564,43.040267,6.3316409,2022-07-01 15:00:23,20220701,1,110 -fb-survey,smoothed_received_news_experts,day,state,2021-05-20,2022-06-27,51,15.7130176,70.0980392,42.9188447,8.2292133,2022-07-01 15:00:28,20220701,1,110 -fb-survey,smoothed_received_news_friends,day,county,2021-05-20,2022-06-27,352,7.7432706,50.7741956,26.7384901,5.8833039,2022-07-01 14:59:46,20220701,1,110 -fb-survey,smoothed_received_news_friends,day,hrr,2021-05-20,2022-06-27,289,5.1181102,51.1904762,25.5411159,5.6777075,2022-07-01 15:00:00,20220701,1,110 -fb-survey,smoothed_received_news_friends,day,msa,2021-05-20,2022-06-27,214,7.9338375,47.7828711,26.0776042,5.6801554,2022-07-01 15:00:14,20220701,1,110 -fb-survey,smoothed_received_news_friends,day,nation,2021-05-20,2022-06-27,1,18.5287658,32.7078103,25.0839403,4.232665,2022-07-01 15:00:23,20220701,1,110 -fb-survey,smoothed_received_news_friends,day,state,2021-05-20,2022-06-27,51,8.6484698,48.8970588,24.9527965,5.1881611,2022-07-01 15:00:28,20220701,1,110 -fb-survey,smoothed_received_news_govt_health,day,county,2021-05-20,2022-06-27,352,11.2360077,75.9390557,42.3387361,8.5996051,2022-07-01 14:59:46,20220701,1,110 -fb-survey,smoothed_received_news_govt_health,day,hrr,2021-05-20,2022-06-27,289,8.7155963,72.1238938,40.1722302,8.2112814,2022-07-01 15:00:00,20220701,1,110 -fb-survey,smoothed_received_news_govt_health,day,msa,2021-05-20,2022-06-27,214,10.7331883,75.9390557,41.4797682,8.2858454,2022-07-01 15:00:15,20220701,1,110 -fb-survey,smoothed_received_news_govt_health,day,nation,2021-05-20,2022-06-27,1,26.3702126,48.9312391,39.6279308,6.2032699,2022-07-01 15:00:23,20220701,1,110 -fb-survey,smoothed_received_news_govt_health,day,state,2021-05-20,2022-06-27,51,16.1182262,75.6849315,39.8700826,8.2698508,2022-07-01 15:00:28,20220701,1,110 -fb-survey,smoothed_received_news_journalists,day,county,2021-05-20,2022-06-27,352,18.1361571,71.5753425,40.9366511,6.6404217,2022-07-01 14:59:46,20220701,1,110 -fb-survey,smoothed_received_news_journalists,day,hrr,2021-05-20,2022-06-27,289,13.8095238,66.2601626,38.8559338,6.2780698,2022-07-01 15:00:00,20220701,1,110 -fb-survey,smoothed_received_news_journalists,day,msa,2021-05-20,2022-06-27,214,17.6076207,67.8437627,39.9352284,5.9403424,2022-07-01 15:00:15,20220701,1,110 -fb-survey,smoothed_received_news_journalists,day,nation,2021-05-20,2022-06-27,1,29.8004842,44.8232294,38.7965116,3.379436,2022-07-01 15:00:23,20220701,1,110 -fb-survey,smoothed_received_news_journalists,day,state,2021-05-20,2022-06-27,51,18.5121144,71.5753425,38.4492033,5.5845236,2022-07-01 15:00:28,20220701,1,110 -fb-survey,smoothed_received_news_local_health,day,county,2021-05-20,2022-06-27,352,13.086205,51.3641074,31.4615558,5.099061,2022-07-01 14:59:46,20220701,1,110 -fb-survey,smoothed_received_news_local_health,day,hrr,2021-05-20,2022-06-27,289,9.5041322,52.962963,30.9371166,5.0522055,2022-07-01 15:00:01,20220701,1,110 -fb-survey,smoothed_received_news_local_health,day,msa,2021-05-20,2022-06-27,214,12.7113586,52.5606046,31.4198377,5.0660626,2022-07-01 15:00:15,20220701,1,110 -fb-survey,smoothed_received_news_local_health,day,nation,2021-05-20,2022-06-27,1,25.7341349,35.5974473,30.3417511,3.5064817,2022-07-01 15:00:24,20220701,1,110 -fb-survey,smoothed_received_news_local_health,day,state,2021-05-20,2022-06-27,51,16.3908796,46.9298246,30.3429556,4.4405127,2022-07-01 15:00:28,20220701,1,110 -fb-survey,smoothed_received_news_none,day,county,2021-05-20,2022-06-27,352,2.0719957,51.741146,18.2266474,6.5932903,2022-07-01 14:59:46,20220701,1,110 -fb-survey,smoothed_received_news_none,day,hrr,2021-05-20,2022-06-27,289,3.2934132,51.3392857,20.2708858,6.7447741,2022-07-01 15:00:01,20220701,1,110 -fb-survey,smoothed_received_news_none,day,msa,2021-05-20,2022-06-27,214,3.4415375,50.8466214,19.0390409,6.2442693,2022-07-01 15:00:15,20220701,1,110 -fb-survey,smoothed_received_news_none,day,nation,2021-05-20,2022-06-27,1,13.285984,31.2890969,20.5412468,5.0736556,2022-07-01 15:00:24,20220701,1,110 -fb-survey,smoothed_received_news_none,day,state,2021-05-20,2022-06-27,51,3.3980583,51.741146,21.024077,6.7603186,2022-07-01 15:00:29,20220701,1,110 -fb-survey,smoothed_received_news_politicians,day,county,2021-05-20,2022-06-27,352,0.8940556,32.5937989,14.0008319,4.2653918,2022-07-01 14:59:46,20220701,1,110 -fb-survey,smoothed_received_news_politicians,day,hrr,2021-05-20,2022-06-27,289,1.4018692,34.2975207,13.6821224,4.1663945,2022-07-01 15:00:01,20220701,1,110 -fb-survey,smoothed_received_news_politicians,day,msa,2021-05-20,2022-06-27,214,0.9588292,33.178543,13.8866663,4.2377682,2022-07-01 15:00:15,20220701,1,110 -fb-survey,smoothed_received_news_politicians,day,nation,2021-05-20,2022-06-27,1,6.6163647,19.3050672,13.1515188,3.3615168,2022-07-01 15:00:24,20220701,1,110 -fb-survey,smoothed_received_news_politicians,day,state,2021-05-20,2022-06-27,51,2.5184476,30.6034483,13.2356591,3.7841364,2022-07-01 15:00:29,20220701,1,110 -fb-survey,smoothed_received_news_religious,day,county,2021-05-20,2022-06-27,352,0.1473069,45.2891468,3.5073868,2.0707023,2022-07-01 14:59:46,20220701,1,110 -fb-survey,smoothed_received_news_religious,day,hrr,2021-05-20,2022-06-27,289,0.1272265,44.9115044,3.4576402,1.9319238,2022-07-01 15:00:01,20220701,1,110 -fb-survey,smoothed_received_news_religious,day,msa,2021-05-20,2022-06-27,214,0.1374717,44.8339205,3.5319733,2.1284912,2022-07-01 15:00:15,20220701,1,110 -fb-survey,smoothed_received_news_religious,day,nation,2021-05-20,2022-06-27,1,1.9109,4.7174082,3.1307987,0.6967878,2022-07-01 15:00:24,20220701,1,110 -fb-survey,smoothed_received_news_religious,day,state,2021-05-20,2022-06-27,51,0.1612903,30.9379587,3.2542438,1.6775432,2022-07-01 15:00:29,20220701,1,110 -fb-survey,smoothed_restaurant_1d,day,county,2020-09-08,2021-03-15,835,0.3676141,43.0794739,16.832985,6.4682913,2021-03-20 11:51:22,20210320,1,92 -fb-survey,smoothed_restaurant_1d,day,hrr,2020-09-08,2021-03-11,306,1.6081871,38.6178862,17.1756996,6.1310185,2021-03-17 18:57:58,20210317,2,92 -fb-survey,smoothed_restaurant_1d,day,msa,2020-09-08,2021-03-14,370,1.3915847,41.8370156,17.3328964,6.3786693,2021-03-19 11:51:40,20210319,1,92 -fb-survey,smoothed_restaurant_1d,day,nation,2020-09-08,2021-03-18,1,10.4524366,22.6636252,16.8144285,4.0862523,2021-03-23 11:53:36,20210323,2,98 -fb-survey,smoothed_restaurant_1d,day,state,2020-09-08,2021-03-15,51,3.5497285,35.6485482,16.9186822,5.5279085,2021-03-20 11:52:11,20210320,2,92 -fb-survey,smoothed_restaurant_indoors_1d,day,county,2021-03-02,2022-06-27,670,2.7331963,64.8308781,31.960638,7.7718147,2022-07-01 14:59:47,20220701,1,63 -fb-survey,smoothed_restaurant_indoors_1d,day,hrr,2021-03-02,2022-06-27,306,2.6011561,67.1428571,32.8701005,7.2634747,2022-07-01 15:00:01,20220701,1,63 -fb-survey,smoothed_restaurant_indoors_1d,day,msa,2021-03-02,2022-06-27,349,2.9035161,64.8308781,32.5363587,7.4270669,2022-07-01 15:00:15,20220701,1,63 -fb-survey,smoothed_restaurant_indoors_1d,day,nation,2021-03-02,2022-06-27,1,17.2784122,39.501548,32.6372926,5.4919707,2022-07-01 15:00:24,20220701,1,63 -fb-survey,smoothed_restaurant_indoors_1d,day,state,2021-03-02,2022-06-27,51,6.1959654,53.0953846,32.7768418,6.9573693,2022-07-01 15:00:29,20220701,1,63 -fb-survey,smoothed_screening_tested_positive_14d,day,county,2021-03-19,2022-02-16,62,0.117647,23.1817905,2.8704683,2.4927731,2022-02-21 13:51:42,20220221,4,63 -fb-survey,smoothed_screening_tested_positive_14d,day,hrr,2021-03-19,2022-02-03,59,0.1557632,16.2280702,2.9334139,2.3583522,2022-02-08 15:20:40,20220208,4,63 -fb-survey,smoothed_screening_tested_positive_14d,day,msa,2021-03-19,2022-02-12,36,0.1706702,13.4830291,2.6089512,2.165859,2022-02-17 15:54:14,20220217,4,63 -fb-survey,smoothed_screening_tested_positive_14d,day,nation,2021-03-19,2022-02-18,1,1.033658,8.3287778,2.5091115,1.8165345,2022-02-23 13:53:51,20220223,4,63 -fb-survey,smoothed_screening_tested_positive_14d,day,state,2021-03-19,2022-02-16,41,0.117647,23.1817905,2.862409,2.4994776,2022-02-21 13:54:16,20220221,4,63 -fb-survey,smoothed_shop_1d,day,county,2020-09-08,2021-03-15,835,31.0457878,80.9303016,55.799649,5.697443,2021-03-20 11:51:22,20210320,1,92 -fb-survey,smoothed_shop_1d,day,hrr,2020-09-08,2021-03-11,306,34.1911765,80.078125,56.1945625,4.9992259,2021-03-17 18:57:58,20210317,2,92 -fb-survey,smoothed_shop_1d,day,msa,2020-09-08,2021-03-14,370,31.0457878,79.8241917,56.2465007,5.5273594,2021-03-19 11:51:41,20210319,1,92 -fb-survey,smoothed_shop_1d,day,nation,2020-09-08,2021-03-18,1,48.7589625,63.5714286,56.0491055,3.6312046,2021-03-23 11:53:36,20210323,2,98 -fb-survey,smoothed_shop_1d,day,state,2020-09-08,2021-03-15,51,38.8026714,71.0785011,55.8633728,4.390865,2021-03-20 11:52:11,20210320,2,92 -fb-survey,smoothed_shop_indoors_1d,day,county,2021-03-02,2022-06-27,670,37.1943143,86.213313,63.5125812,5.9668137,2022-07-01 14:59:47,20220701,1,63 -fb-survey,smoothed_shop_indoors_1d,day,hrr,2021-03-02,2022-06-27,306,37.3873874,83.8582677,64.0812804,5.3502162,2022-07-01 15:00:01,20220701,1,63 -fb-survey,smoothed_shop_indoors_1d,day,msa,2021-03-02,2022-06-27,349,39.8970268,85.235709,63.8099815,5.6786129,2022-07-01 15:00:15,20220701,1,63 -fb-survey,smoothed_shop_indoors_1d,day,nation,2021-03-02,2022-06-27,1,52.584436,69.1694563,63.8664099,4.1159181,2022-07-01 15:00:24,20220701,1,63 -fb-survey,smoothed_shop_indoors_1d,day,state,2021-03-02,2022-06-27,51,39.0489914,77.3469237,64.202676,4.7537286,2022-07-01 15:00:29,20220701,1,63 -fb-survey,smoothed_spent_time_1d,day,county,2020-09-08,2021-03-15,835,11.1333192,65.7019113,35.7243069,7.20866,2021-03-20 11:51:22,20210320,1,92 -fb-survey,smoothed_spent_time_1d,day,hrr,2020-09-08,2021-03-11,306,16.0805861,68.0147059,36.3163891,6.8526953,2021-03-17 18:57:58,20210317,2,92 -fb-survey,smoothed_spent_time_1d,day,msa,2020-09-08,2021-03-14,370,14.7522808,71.5605842,36.4135148,6.9560007,2021-03-19 11:51:41,20210319,1,92 -fb-survey,smoothed_spent_time_1d,day,nation,2020-09-08,2021-03-18,1,27.3592369,45.4855762,35.6599339,5.2053241,2021-03-23 11:53:36,20210323,2,98 -fb-survey,smoothed_spent_time_1d,day,state,2020-09-08,2021-03-15,51,20.9839357,61.1029307,36.1353946,6.4029348,2021-03-20 11:52:11,20210320,2,92 -fb-survey,smoothed_spent_time_indoors_1d,day,county,2021-03-02,2022-06-27,670,13.6185427,68.0766531,42.5816393,6.7250815,2022-07-01 14:59:47,20220701,1,63 -fb-survey,smoothed_spent_time_indoors_1d,day,hrr,2021-03-02,2022-06-27,306,13.8980263,69.4174757,43.5116699,6.3400205,2022-07-01 15:00:01,20220701,1,63 -fb-survey,smoothed_spent_time_indoors_1d,day,msa,2021-03-02,2022-06-27,349,15.7098596,67.506316,43.1458971,6.3721644,2022-07-01 15:00:15,20220701,1,63 -fb-survey,smoothed_spent_time_indoors_1d,day,nation,2021-03-02,2022-06-27,1,31.7669627,50.1394421,43.013888,4.2230405,2022-07-01 15:00:24,20220701,1,63 -fb-survey,smoothed_spent_time_indoors_1d,day,state,2021-03-02,2022-06-27,51,19.5478723,62.0851589,44.0493843,5.8402787,2022-07-01 15:00:29,20220701,1,63 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-fb-survey,smoothed_vaccine_barrier_travel_tried,day,county,2021-08-03,2022-06-25,12,1.2295082,18.5714286,8.7099007,2.4872125,2022-07-01 14:59:48,20220701,4,63 -fb-survey,smoothed_vaccine_barrier_travel_tried,day,msa,2021-08-08,2021-09-19,1,3.9638462,8.9102509,6.350836,1.5810758,2021-09-24 16:03:47,20210924,4,5 -fb-survey,smoothed_vaccine_barrier_travel_tried,day,nation,2021-07-30,2022-06-27,1,5.7207207,12.8428928,8.9029412,1.1810141,2022-07-01 15:00:24,20220701,1,63 -fb-survey,smoothed_vaccine_barrier_travel_tried,day,state,2021-08-03,2022-06-25,12,1.2295082,18.5714286,8.7099007,2.4872125,2022-07-01 15:00:29,20220701,4,63 -fb-survey,smoothed_vaccine_barrier_type,day,county,2021-06-04,2022-02-18,552,0.089973,8.1956702,1.610522,0.8393325,2022-02-23 13:51:47,20220223,1,63 -fb-survey,smoothed_vaccine_barrier_type,day,hrr,2021-06-04,2022-02-17,305,0.0972763,7.3076923,1.5309233,0.715867,2022-02-22 13:53:59,20220222,1,63 -fb-survey,smoothed_vaccine_barrier_type,day,msa,2021-06-04,2022-02-18,313,0.0968473,6.5927803,1.5741514,0.791608,2022-02-23 13:53:27,20220223,1,63 -fb-survey,smoothed_vaccine_barrier_type,day,nation,2021-06-04,2022-02-19,1,1.1825434,1.6420401,1.3921341,0.1157517,2022-02-24 13:53:45,20220224,4,63 -fb-survey,smoothed_vaccine_barrier_type,day,state,2021-06-04,2022-02-18,51,0.0977181,5.5555556,1.4302324,0.4559309,2022-02-23 13:54:04,20220223,1,63 -fb-survey,smoothed_vaccine_barrier_type_has,day,county,2021-07-30,2022-02-18,543,0.0844816,8.1956702,1.4941047,0.8107602,2022-02-23 13:51:48,20220223,1,63 -fb-survey,smoothed_vaccine_barrier_type_has,day,hrr,2021-07-30,2022-02-17,305,0.0656168,7.0833333,1.3981259,0.6820114,2022-02-22 13:53:59,20220222,1,63 -fb-survey,smoothed_vaccine_barrier_type_has,day,msa,2021-07-30,2022-02-18,309,0.0748156,6.6355468,1.4512263,0.7542395,2022-02-23 13:53:27,20220223,1,63 -fb-survey,smoothed_vaccine_barrier_type_has,day,nation,2021-07-30,2022-02-19,1,1.0812169,1.5205417,1.2706392,0.1295485,2022-02-24 13:53:45,20220224,4,63 -fb-survey,smoothed_vaccine_barrier_type_has,day,state,2021-07-30,2022-02-18,51,0.1533611,5.5147059,1.3152611,0.4553999,2022-02-23 13:54:04,20220223,1,63 -fb-survey,smoothed_vaccine_barrier_type_tried,day,county,2021-08-03,2022-06-25,12,1.4150943,18.8073567,9.1664236,2.8972503,2022-07-01 14:59:48,20220701,4,63 -fb-survey,smoothed_vaccine_barrier_type_tried,day,msa,2021-08-08,2021-09-19,1,4.0540541,16.8043411,10.5407313,2.9851787,2021-09-24 16:03:48,20210924,4,5 -fb-survey,smoothed_vaccine_barrier_type_tried,day,nation,2021-07-30,2022-06-27,1,4.7511312,11.8908717,8.6288494,1.6365705,2022-07-01 15:00:24,20220701,1,63 -fb-survey,smoothed_vaccine_barrier_type_tried,day,state,2021-08-03,2022-06-25,12,1.4150943,18.8073567,9.1664236,2.8972503,2022-07-01 15:00:29,20220701,4,63 -fb-survey,smoothed_vaccine_likely_doctors,day,county,2021-02-09,2021-08-08,499,10.0877193,76.1171225,49.4473551,12.3379084,2021-08-13 12:54:49,20210813,3,36 -fb-survey,smoothed_vaccine_likely_doctors,day,hrr,2021-02-09,2021-08-06,300,10.0,72.8346457,44.8051056,12.38183,2021-08-11 12:56:41,20210811,3,36 -fb-survey,smoothed_vaccine_likely_doctors,day,msa,2021-02-09,2021-08-07,279,13.8025059,74.4208546,47.6736194,11.3222861,2021-08-12 12:55:07,20210812,3,36 -fb-survey,smoothed_vaccine_likely_doctors,day,nation,2021-02-09,2021-08-08,1,15.0137741,57.4757322,32.982267,14.3115867,2021-08-13 12:57:01,20210813,5,36 -fb-survey,smoothed_vaccine_likely_doctors,day,state,2021-02-09,2021-08-08,51,10.0877193,70.8333333,39.1449691,14.1476476,2021-08-13 12:57:13,20210813,4,36 -fb-survey,smoothed_vaccine_likely_friends,day,county,2020-12-20,2021-08-08,751,3.153156,66.526861,30.7689956,6.4005158,2021-08-13 12:54:49,20210813,1,44 -fb-survey,smoothed_vaccine_likely_friends,day,hrr,2020-12-20,2021-08-06,306,4.2056075,51.1345219,28.8506326,6.9707711,2021-08-11 12:56:41,20210811,1,44 -fb-survey,smoothed_vaccine_likely_friends,day,msa,2020-12-20,2021-08-07,361,5.9302582,66.526861,30.0973197,6.2276946,2021-08-12 12:55:07,20210812,1,44 -fb-survey,smoothed_vaccine_likely_friends,day,nation,2020-12-20,2021-08-08,1,8.1325301,35.6698352,22.5519584,8.9606623,2021-08-13 12:57:01,20210813,1,44 -fb-survey,smoothed_vaccine_likely_friends,day,state,2020-12-20,2021-08-08,51,3.153156,43.705036,25.9574765,8.0666818,2021-08-13 12:57:13,20210813,1,44 -fb-survey,smoothed_vaccine_likely_govt_health,day,county,2020-12-20,2021-08-08,742,0.7853411,57.2713451,27.94411,8.4329969,2021-08-13 12:54:49,20210813,1,44 -fb-survey,smoothed_vaccine_likely_govt_health,day,hrr,2020-12-20,2021-08-06,306,0.2808989,51.0050251,24.3987587,9.1961155,2021-08-11 12:56:41,20210811,1,44 -fb-survey,smoothed_vaccine_likely_govt_health,day,msa,2020-12-20,2021-08-07,357,0.4778977,57.2713451,26.4296118,8.1222121,2021-08-12 12:55:07,20210812,1,44 -fb-survey,smoothed_vaccine_likely_govt_health,day,nation,2020-12-20,2021-08-08,1,4.5625588,32.6689515,17.496919,10.7038787,2021-08-13 12:57:01,20210813,1,44 -fb-survey,smoothed_vaccine_likely_govt_health,day,state,2020-12-20,2021-08-08,51,0.7853411,52.7355623,21.2855925,10.5504383,2021-08-13 12:57:13,20210813,1,44 -fb-survey,smoothed_vaccine_likely_local_health,day,county,2020-12-20,2021-03-16,745,26.24565,75.1120367,48.9511738,7.3016421,2021-03-21 11:51:18,20210321,1,44 -fb-survey,smoothed_vaccine_likely_local_health,day,hrr,2020-12-20,2021-03-16,306,25.2066116,72.8346457,47.83705,6.7536595,2021-03-21 11:51:38,20210321,1,44 -fb-survey,smoothed_vaccine_likely_local_health,day,msa,2020-12-20,2021-03-16,359,23.8470868,74.4208546,48.0575028,6.9318554,2021-03-21 11:51:53,20210321,1,44 -fb-survey,smoothed_vaccine_likely_local_health,day,nation,2020-12-20,2021-03-16,1,43.7109827,55.4070143,48.0588917,3.7162158,2021-03-21 11:52:03,20210321,1,44 -fb-survey,smoothed_vaccine_likely_local_health,day,state,2020-12-20,2021-03-16,51,33.2117276,69.0384615,48.1388887,5.6502356,2021-03-21 11:52:07,20210321,1,44 -fb-survey,smoothed_vaccine_likely_politicians,day,county,2020-12-20,2021-08-08,737,0.1746492,26.9911504,8.3444449,3.195418,2021-08-13 12:54:49,20210813,1,44 -fb-survey,smoothed_vaccine_likely_politicians,day,hrr,2020-12-20,2021-08-06,306,0.2272727,24.7483221,7.4386285,3.2121305,2021-08-11 12:56:41,20210811,1,44 -fb-survey,smoothed_vaccine_likely_politicians,day,msa,2020-12-20,2021-08-07,355,0.3346528,26.9911504,7.9565478,3.006893,2021-08-12 12:55:07,20210812,1,44 -fb-survey,smoothed_vaccine_likely_politicians,day,nation,2020-12-20,2021-08-08,1,1.5060241,11.4366016,5.5693465,2.8222082,2021-08-13 12:57:02,20210813,1,44 -fb-survey,smoothed_vaccine_likely_politicians,day,state,2020-12-20,2021-08-08,51,0.1746492,17.5213675,6.3748656,3.05711,2021-08-13 12:57:13,20210813,1,44 -fb-survey,smoothed_vaccine_likely_who,day,county,2020-12-20,2021-08-08,740,0.446429,66.3109178,33.3675918,9.3569758,2021-08-13 12:54:49,20210813,1,44 -fb-survey,smoothed_vaccine_likely_who,day,hrr,2020-12-20,2021-08-06,306,1.1627907,55.8035714,29.2818528,10.2287551,2021-08-11 12:56:41,20210811,1,44 -fb-survey,smoothed_vaccine_likely_who,day,msa,2020-12-20,2021-08-07,358,2.4494854,66.3109178,31.6781534,9.1187129,2021-08-12 12:55:07,20210812,1,44 -fb-survey,smoothed_vaccine_likely_who,day,nation,2020-12-20,2021-08-08,1,6.0055866,38.0303287,21.4038496,12.2805028,2021-08-13 12:57:02,20210813,1,44 -fb-survey,smoothed_vaccine_likely_who,day,state,2020-12-20,2021-08-08,51,0.446429,53.6697248,25.7658503,11.8174175,2021-08-13 12:57:13,20210813,1,44 -fb-survey,smoothed_waccept_covid_vaccine,day,county,2020-12-20,2021-08-08,757,5.5129622,97.870641,66.0580867,14.0404841,2021-08-13 12:54:49,20210813,1,44 -fb-survey,smoothed_waccept_covid_vaccine,day,hrr,2020-12-20,2021-08-06,306,7.4194386,92.2765863,59.4900189,16.0280356,2021-08-11 12:56:41,20210811,2,44 -fb-survey,smoothed_waccept_covid_vaccine,day,msa,2020-12-20,2021-08-07,362,12.5714633,94.2368448,63.3494856,13.7346661,2021-08-12 12:55:07,20210812,2,44 -fb-survey,smoothed_waccept_covid_vaccine,day,nation,2020-12-20,2021-08-08,1,18.817232,72.3950775,46.6116003,20.8746104,2021-08-13 12:57:02,20210813,2,44 -fb-survey,smoothed_waccept_covid_vaccine,day,state,2020-12-20,2021-08-08,51,4.9483086,90.1603424,54.0691718,19.8609629,2021-08-13 12:57:13,20210813,2,44 -fb-survey,smoothed_waccept_covid_vaccine_no_appointment,day,county,2021-05-20,2022-06-25,92,1.9621445,51.8041321,15.9275517,6.3108907,2022-07-01 14:59:48,20220701,1,63 -fb-survey,smoothed_waccept_covid_vaccine_no_appointment,day,hrr,2021-05-21,2022-06-25,168,0.7547466,49.4541847,16.2010369,6.3770804,2022-07-01 15:00:02,20220701,4,63 -fb-survey,smoothed_waccept_covid_vaccine_no_appointment,day,msa,2021-05-21,2022-06-25,95,2.249612,45.3519778,18.0377986,6.466073,2022-07-01 15:00:16,20220701,4,63 -fb-survey,smoothed_waccept_covid_vaccine_no_appointment,day,nation,2021-05-20,2022-06-25,1,10.4274394,23.3994974,15.4930607,3.2887433,2022-07-01 15:00:24,20220701,4,63 -fb-survey,smoothed_waccept_covid_vaccine_no_appointment,day,state,2021-05-20,2022-06-25,48,1.9655254,39.2329928,14.6925324,4.9371229,2022-07-01 15:00:29,20220701,4,63 -fb-survey,smoothed_want_info_children_education,day,county,2021-05-20,2022-06-27,356,0.292383,26.7536765,7.0127867,2.864715,2022-07-01 14:59:48,20220701,1,110 -fb-survey,smoothed_want_info_children_education,day,hrr,2021-05-20,2022-06-27,289,0.2057613,27.245509,6.3816345,2.642789,2022-07-01 15:00:02,20220701,1,110 -fb-survey,smoothed_want_info_children_education,day,msa,2021-05-20,2022-06-27,215,0.3082662,26.7536765,6.6363243,2.5761019,2022-07-01 15:00:16,20220701,1,110 -fb-survey,smoothed_want_info_children_education,day,nation,2021-05-20,2022-06-27,1,4.7020262,9.2231027,6.2735628,1.1294743,2022-07-01 15:00:24,20220701,1,110 -fb-survey,smoothed_want_info_children_education,day,state,2021-05-20,2022-06-27,51,0.292383,14.3312102,6.0090845,1.8519251,2022-07-01 15:00:29,20220701,1,110 -fb-survey,smoothed_want_info_covid_treatment,day,county,2021-05-20,2022-06-27,356,1.4053773,42.5223747,16.9226441,5.0390211,2022-07-01 14:59:49,20220701,1,110 -fb-survey,smoothed_want_info_covid_treatment,day,hrr,2021-05-20,2022-06-27,289,1.4851485,42.0634921,16.0125135,4.8079735,2022-07-01 15:00:02,20220701,1,110 -fb-survey,smoothed_want_info_covid_treatment,day,msa,2021-05-20,2022-06-27,215,1.8517106,42.5223747,16.2667497,4.5954309,2022-07-01 15:00:16,20220701,1,110 -fb-survey,smoothed_want_info_covid_treatment,day,nation,2021-05-20,2022-06-27,1,10.7587226,20.7647801,15.9285186,2.4392903,2022-07-01 15:00:24,20220701,1,110 -fb-survey,smoothed_want_info_covid_treatment,day,state,2021-05-20,2022-06-27,51,3.1963884,30.7073955,15.1905065,3.8033128,2022-07-01 15:00:30,20220701,1,110 -fb-survey,smoothed_want_info_covid_variants,day,county,2021-05-20,2022-06-27,356,9.9450938,59.2105263,30.0691266,6.369749,2022-07-01 14:59:49,20220701,1,110 -fb-survey,smoothed_want_info_covid_variants,day,hrr,2021-05-20,2022-06-27,289,8.7155963,56.870229,28.3618946,6.0456638,2022-07-01 15:00:03,20220701,1,110 -fb-survey,smoothed_want_info_covid_variants,day,msa,2021-05-20,2022-06-27,215,10.1626016,56.2121965,29.1274182,5.6638149,2022-07-01 15:00:16,20220701,1,110 -fb-survey,smoothed_want_info_covid_variants,day,nation,2021-05-20,2022-06-27,1,23.8576204,35.6623138,28.330415,3.6500218,2022-07-01 15:00:24,20220701,1,110 -fb-survey,smoothed_want_info_covid_variants,day,state,2021-05-20,2022-06-27,51,10.2893984,56.3333333,27.6558104,5.2112761,2022-07-01 15:00:30,20220701,1,110 -fb-survey,smoothed_want_info_employment,day,county,2021-05-20,2022-06-27,356,1.4388448,36.3726699,12.2492124,3.8852418,2022-07-01 14:59:49,20220701,1,110 -fb-survey,smoothed_want_info_employment,day,hrr,2021-05-20,2022-06-27,289,0.9677419,36.5546218,11.4345241,3.5491991,2022-07-01 15:00:03,20220701,1,110 -fb-survey,smoothed_want_info_employment,day,msa,2021-05-20,2022-06-27,215,1.9324695,30.9461033,11.6497749,3.2481646,2022-07-01 15:00:16,20220701,1,110 -fb-survey,smoothed_want_info_employment,day,nation,2021-05-20,2022-06-27,1,10.1910503,13.3775563,11.4582718,0.6803773,2022-07-01 15:00:24,20220701,1,110 -fb-survey,smoothed_want_info_employment,day,state,2021-05-20,2022-06-27,51,2.9337088,26.8867925,11.0159707,2.3575706,2022-07-01 15:00:30,20220701,1,110 -fb-survey,smoothed_want_info_mental_health,day,county,2021-05-20,2022-06-27,356,3.1746896,43.9178544,17.7406165,4.5729407,2022-07-01 14:59:49,20220701,1,110 -fb-survey,smoothed_want_info_mental_health,day,hrr,2021-05-20,2022-06-27,289,3.1818182,42.6470588,16.3982002,4.1182599,2022-07-01 15:00:03,20220701,1,110 -fb-survey,smoothed_want_info_mental_health,day,msa,2021-05-20,2022-06-27,215,2.3437507,34.2304711,16.9363154,3.6782336,2022-07-01 15:00:16,20220701,1,110 -fb-survey,smoothed_want_info_mental_health,day,nation,2021-05-20,2022-06-27,1,14.5375447,18.8447319,16.4466123,1.1649872,2022-07-01 15:00:24,20220701,1,110 -fb-survey,smoothed_want_info_mental_health,day,state,2021-05-20,2022-06-27,51,3.719248,40.2777778,15.9318057,2.9641107,2022-07-01 15:00:30,20220701,1,110 -fb-survey,smoothed_want_info_none,day,county,2021-05-20,2022-06-27,356,20.8977189,77.9063881,53.7784648,7.7416368,2022-07-01 14:59:49,20220701,1,110 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15:00:04,20220701,4,110 -fb-survey,smoothed_wcovid_vaccinated_friends,day,msa,2021-05-20,2022-06-25,219,23.5174147,93.2097072,65.4485421,9.8214244,2022-07-01 15:00:17,20220701,4,110 -fb-survey,smoothed_wcovid_vaccinated_friends,day,nation,2021-05-20,2022-06-25,1,59.230255,67.8662448,64.4610311,1.977963,2022-07-01 15:00:24,20220701,4,110 -fb-survey,smoothed_wcovid_vaccinated_friends,day,state,2021-05-20,2022-06-25,51,32.7354924,92.76767,62.8851878,9.5371268,2022-07-01 15:00:30,20220701,4,110 -fb-survey,smoothed_wcovid_vaccinated_or_accept,day,county,2020-12-20,2021-08-08,768,38.4084227,99.7625276,78.1681895,8.8205371,2021-08-13 12:54:53,20210813,1,44 -fb-survey,smoothed_wcovid_vaccinated_or_accept,day,hrr,2020-12-20,2021-08-08,306,38.7082511,99.5327103,76.9584218,8.373011,2021-08-13 12:55:57,20210813,2,44 -fb-survey,smoothed_wcovid_vaccinated_or_accept,day,msa,2020-12-20,2021-08-08,364,41.0484104,98.0079644,77.0638478,8.5686241,2021-08-13 12:56:41,20210813,2,44 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14:59:50,20220701,1,63 -fb-survey,smoothed_wdepressed_7d,day,hrr,2021-03-02,2022-06-25,306,0.4807692,41.2780068,12.3922538,3.6372247,2022-07-01 15:00:04,20220701,4,63 -fb-survey,smoothed_wdepressed_7d,day,msa,2021-03-02,2022-06-25,331,0.4680631,42.7666862,12.4339927,3.7043859,2022-07-01 15:00:18,20220701,4,63 -fb-survey,smoothed_wdepressed_7d,day,nation,2021-03-02,2022-06-25,1,10.4776671,14.1366129,12.1188847,0.8910695,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_wdepressed_7d,day,state,2021-03-02,2022-06-25,51,2.3550117,25.1595585,12.4805467,2.4135102,2022-07-01 15:00:30,20220701,4,63 -fb-survey,smoothed_wdontneed_reason_dont_spend_time,day,county,2021-02-09,2022-06-25,45,4.8069079,41.638098,21.9202099,4.6762479,2022-07-01 14:59:50,20220701,1,63 -fb-survey,smoothed_wdontneed_reason_dont_spend_time,day,hrr,2021-02-12,2022-06-19,31,9.9711569,44.4861606,24.7468069,5.8217915,2022-06-24 12:53:02,20220624,4,63 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-fb-survey,smoothed_wdontneed_reason_other,day,hrr,2021-02-12,2022-06-19,31,12.6394689,50.0796684,27.4749004,5.9769335,2022-06-24 12:53:02,20220624,4,63 -fb-survey,smoothed_wdontneed_reason_other,day,msa,2021-02-11,2022-06-25,19,11.040314,50.0086998,28.2413138,5.6874895,2022-07-01 15:00:18,20220701,4,63 -fb-survey,smoothed_wdontneed_reason_other,day,nation,2021-02-09,2022-06-25,1,20.1605447,34.161327,29.544848,2.4247603,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_wdontneed_reason_other,day,state,2021-02-09,2022-06-25,41,12.3992662,53.0852128,29.8537186,5.0127981,2022-07-01 15:00:31,20220701,4,63 -fb-survey,smoothed_wdontneed_reason_precautions,day,county,2021-02-09,2022-06-25,45,1.923726,54.9464813,16.0300924,6.6137832,2022-07-01 14:59:51,20220701,1,63 -fb-survey,smoothed_wdontneed_reason_precautions,day,hrr,2021-02-12,2022-06-19,31,5.4724325,45.5438936,21.1476736,6.93477,2022-06-24 12:53:02,20220624,4,63 -fb-survey,smoothed_wdontneed_reason_precautions,day,msa,2021-02-11,2022-06-25,19,2.3014576,47.8203937,22.1245488,8.1906234,2022-07-01 15:00:18,20220701,4,63 -fb-survey,smoothed_wdontneed_reason_precautions,day,nation,2021-02-09,2022-06-25,1,9.0930202,29.2971249,15.8323641,4.4888581,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_wdontneed_reason_precautions,day,state,2021-02-09,2022-06-25,41,1.4653069,45.1462683,15.6996598,6.5734888,2022-07-01 15:00:31,20220701,4,63 -fb-survey,smoothed_wearing_mask,day,county,2020-09-08,2021-02-21,744,51.1794743,99.6779189,90.679758,6.0151383,2021-03-17 18:42:45,20210317,0,92 -fb-survey,smoothed_wearing_mask,day,hrr,2020-09-08,2021-02-20,306,51.4583333,99.6774194,89.1083305,6.3806653,2021-03-17 18:42:11,20210317,5,92 -fb-survey,smoothed_wearing_mask,day,msa,2020-09-08,2021-02-21,359,51.3144713,99.6775583,89.7195547,6.0889906,2021-03-17 18:43:13,20210317,5,92 -fb-survey,smoothed_wearing_mask,day,nation,2020-09-08,2021-02-22,1,86.1720121,94.0841025,90.6231562,2.9532583,2021-03-17 18:44:09,20210317,5,98 -fb-survey,smoothed_wearing_mask,day,state,2020-09-08,2021-02-21,51,55.6066818,99.5934959,89.5499112,6.2253967,2021-03-17 18:43:23,20210317,5,92 -fb-survey,smoothed_wearing_mask_7d,day,county,2021-02-09,2022-06-27,663,7.8728379,99.7584907,64.205482,22.6791456,2022-07-01 14:59:51,20220701,1,63 -fb-survey,smoothed_wearing_mask_7d,day,hrr,2021-02-09,2022-06-27,306,6.7460317,99.795082,59.3034134,22.8455967,2022-07-01 15:00:05,20220701,1,63 -fb-survey,smoothed_wearing_mask_7d,day,msa,2021-02-09,2022-06-27,344,6.5201134,99.7584907,62.2082483,22.5356158,2022-07-01 15:00:18,20220701,1,63 -fb-survey,smoothed_wearing_mask_7d,day,nation,2021-02-09,2022-06-27,1,30.3755175,93.8240641,60.843203,19.1204448,2022-07-01 15:00:25,20220701,1,63 -fb-survey,smoothed_wearing_mask_7d,day,state,2021-02-09,2022-06-27,51,7.8728379,99.5762712,58.4062054,22.9032269,2022-07-01 15:00:31,20220701,1,63 -fb-survey,smoothed_wfelt_isolated_5d,day,county,2020-09-08,2021-03-15,742,3.2146097,45.7746918,19.7587182,4.2989054,2021-03-20 11:51:27,20210320,0,92 -fb-survey,smoothed_wfelt_isolated_5d,day,hrr,2020-09-08,2021-03-11,306,4.7151883,41.6290221,19.2902689,3.4436193,2021-03-17 18:58:00,20210317,1,92 -fb-survey,smoothed_wfelt_isolated_5d,day,msa,2020-09-08,2021-03-14,358,5.5195396,45.7746918,19.7872229,4.1335327,2021-03-19 11:51:43,20210319,1,92 -fb-survey,smoothed_wfelt_isolated_5d,day,nation,2020-09-08,2021-03-18,1,14.5542693,20.6762534,19.3086085,1.1223331,2021-03-23 11:53:40,20210323,5,98 -fb-survey,smoothed_wfelt_isolated_5d,day,state,2020-09-08,2021-03-15,51,10.000835,32.899683,19.6722251,2.8198029,2021-03-20 11:52:12,20210320,5,92 -fb-survey,smoothed_wfelt_isolated_7d,day,county,2021-03-02,2021-08-08,612,2.0921847,41.6130858,14.9080237,4.4760916,2021-08-13 12:54:55,20210813,1,15 -fb-survey,smoothed_wfelt_isolated_7d,day,hrr,2021-03-02,2021-08-08,306,2.0894072,36.0692146,14.2480385,3.8590188,2021-08-13 12:55:58,20210813,5,15 -fb-survey,smoothed_wfelt_isolated_7d,day,msa,2021-03-02,2021-08-08,331,1.9669919,42.6565175,14.827256,4.3100106,2021-08-13 12:56:42,20210813,5,15 -fb-survey,smoothed_wfelt_isolated_7d,day,nation,2021-03-02,2021-08-08,1,9.6084067,19.1716974,13.0566865,2.6467552,2021-08-13 12:57:02,20210813,5,15 -fb-survey,smoothed_wfelt_isolated_7d,day,state,2021-03-02,2021-08-08,51,2.9438775,29.6693207,13.6768722,3.7391537,2021-08-13 12:57:14,20210813,5,15 -fb-survey,smoothed_wflu_vaccinated_2021,day,county,2022-03-04,2022-06-25,384,25.8051747,83.1557473,54.7105354,7.9570561,2022-07-01 14:59:51,20220701,2,14 -fb-survey,smoothed_wflu_vaccinated_2021,day,hrr,2022-03-04,2022-06-25,287,25.5610208,78.7154491,52.4789789,7.1385953,2022-07-01 15:00:05,20220701,5,14 -fb-survey,smoothed_wflu_vaccinated_2021,day,msa,2022-03-04,2022-06-25,227,25.308152,82.4349516,53.8148398,7.5440052,2022-07-01 15:00:18,20220701,5,14 -fb-survey,smoothed_wflu_vaccinated_2021,day,nation,2022-03-04,2022-06-25,1,51.7862157,53.3519071,52.5535139,0.4362619,2022-07-01 15:00:25,20220701,5,14 -fb-survey,smoothed_wflu_vaccinated_2021,day,state,2022-03-04,2022-06-25,51,36.796906,78.1347419,53.5545129,5.9461494,2022-07-01 15:00:31,20220701,5,14 -fb-survey,smoothed_whad_covid_ever,day,county,2021-05-20,2022-06-25,661,0.3968254,63.6836227,25.6370922,10.6136795,2022-07-01 14:59:51,20220701,1,110 -fb-survey,smoothed_whad_covid_ever,day,hrr,2021-05-20,2022-06-25,306,1.877847,67.9838795,27.2432022,10.6358672,2022-07-01 15:00:05,20220701,4,110 -fb-survey,smoothed_whad_covid_ever,day,msa,2021-05-20,2022-06-25,347,1.3872896,63.6836227,26.272397,10.5537114,2022-07-01 15:00:18,20220701,4,110 -fb-survey,smoothed_whad_covid_ever,day,nation,2021-05-20,2022-06-25,1,14.4403582,43.9655763,27.0545338,9.3656193,2022-07-01 15:00:25,20220701,4,110 -fb-survey,smoothed_whad_covid_ever,day,state,2021-05-20,2022-06-25,51,1.877847,55.6946797,27.0624538,10.6317479,2022-07-01 15:00:31,20220701,4,110 -fb-survey,smoothed_whesitancy_reason_allergic,day,county,2021-02-09,2021-08-08,269,9.4519542,48.6336454,24.4502765,4.1238527,2021-08-13 12:54:55,20210813,1,36 -fb-survey,smoothed_whesitancy_reason_allergic,day,hrr,2021-02-09,2021-08-06,264,9.0052188,47.7810821,24.1547932,4.2220518,2021-08-11 12:56:46,20210811,5,36 -fb-survey,smoothed_whesitancy_reason_allergic,day,msa,2021-02-09,2021-08-07,182,10.1799585,46.2835883,24.2801462,4.1645026,2021-08-12 12:55:11,20210812,5,36 -fb-survey,smoothed_whesitancy_reason_allergic,day,nation,2021-02-09,2021-08-08,1,17.2139495,29.511484,24.5487878,1.8535995,2021-08-13 12:57:02,20210813,5,36 -fb-survey,smoothed_whesitancy_reason_allergic,day,state,2021-02-09,2021-08-08,50,10.3998722,42.6742516,24.0275552,3.2935803,2021-08-13 12:57:14,20210813,5,36 -fb-survey,smoothed_whesitancy_reason_cost,day,county,2021-02-09,2022-06-25,269,0.2155175,18.8500985,4.4164383,2.4268497,2022-07-01 14:59:51,20220701,1,63 -fb-survey,smoothed_whesitancy_reason_cost,day,hrr,2021-02-09,2022-06-25,264,0.210084,22.5738707,4.4567295,2.6283793,2022-07-01 15:00:05,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_cost,day,msa,2021-02-09,2022-06-25,182,0.2389865,30.2682761,4.5971638,2.6835099,2022-07-01 15:00:18,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_cost,day,nation,2021-02-09,2022-06-25,1,2.6631177,7.3851319,3.6734228,0.9999892,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_cost,day,state,2021-02-09,2022-06-25,50,0.2155175,19.5888963,3.9081734,1.8891713,2022-07-01 15:00:31,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_dislike_vaccines,day,county,2021-02-09,2021-12-24,269,2.277526,31.8960027,12.2722454,3.0982688,2022-02-02 20:52:03,20220202,1,63 -fb-survey,smoothed_whesitancy_reason_dislike_vaccines,day,hrr,2021-02-09,2021-12-22,264,1.9030664,37.3937124,12.5038004,3.6238109,2022-02-02 20:53:14,20220202,4,63 -fb-survey,smoothed_whesitancy_reason_dislike_vaccines,day,msa,2021-02-09,2021-12-23,182,1.908972,39.5481442,12.3604769,3.6003761,2022-02-02 20:54:12,20220202,4,63 -fb-survey,smoothed_whesitancy_reason_dislike_vaccines,day,nation,2021-02-09,2021-12-25,1,9.8077692,27.0058032,12.6810788,1.2219962,2022-02-02 20:54:42,20220202,4,63 -fb-survey,smoothed_whesitancy_reason_dislike_vaccines,day,state,2021-02-09,2021-12-24,50,3.0114815,35.411576,12.886509,2.6689476,2022-02-02 20:55:00,20220202,4,63 -fb-survey,smoothed_whesitancy_reason_dislike_vaccines_generally,day,county,2021-12-19,2022-06-25,67,7.1241707,40.0026615,19.5304937,3.4267287,2022-07-01 14:59:51,20220701,4,14 -fb-survey,smoothed_whesitancy_reason_dislike_vaccines_generally,day,hrr,2021-12-20,2022-06-25,126,5.897228,42.6748953,19.7060164,4.6625072,2022-07-01 15:00:05,20220701,4,14 -fb-survey,smoothed_whesitancy_reason_dislike_vaccines_generally,day,msa,2021-12-20,2022-06-25,62,7.449434,39.3582203,19.7361241,4.239746,2022-07-01 15:00:18,20220701,4,14 -fb-survey,smoothed_whesitancy_reason_dislike_vaccines_generally,day,nation,2021-12-19,2022-06-25,1,18.4809393,20.770861,19.4847267,0.5453515,2022-07-01 15:00:25,20220701,4,14 -fb-survey,smoothed_whesitancy_reason_dislike_vaccines_generally,day,state,2021-12-19,2022-06-25,47,6.3902943,37.7316319,19.7005006,3.5149921,2022-07-01 15:00:31,20220701,4,14 -fb-survey,smoothed_whesitancy_reason_distrust_gov,day,county,2021-02-09,2022-06-25,269,3.8733198,65.8024308,37.8863748,10.7702842,2022-07-01 14:59:51,20220701,1,63 -fb-survey,smoothed_whesitancy_reason_distrust_gov,day,hrr,2021-02-09,2022-06-25,264,3.3445575,71.8676246,38.8326416,10.2987714,2022-07-01 15:00:05,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_distrust_gov,day,msa,2021-02-09,2022-06-25,182,9.5565973,68.8416246,36.4859949,9.9437057,2022-07-01 15:00:18,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_distrust_gov,day,nation,2021-02-09,2022-06-25,1,23.504747,49.1555014,42.2244957,6.8273849,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_distrust_gov,day,state,2021-02-09,2022-06-25,50,12.450454,67.7544202,42.9135451,8.2286108,2022-07-01 15:00:31,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_distrust_vaccines,day,county,2021-02-09,2022-06-25,269,6.3373338,72.3097565,39.4005133,12.0524336,2022-07-01 14:59:51,20220701,1,36 -fb-survey,smoothed_whesitancy_reason_distrust_vaccines,day,hrr,2021-02-09,2022-06-25,264,6.5432548,75.041397,39.0969708,10.9974265,2022-07-01 15:00:05,20220701,4,36 -fb-survey,smoothed_whesitancy_reason_distrust_vaccines,day,msa,2021-02-09,2022-06-25,182,10.5496022,71.8766845,37.263145,10.5672901,2022-07-01 15:00:18,20220701,4,36 -fb-survey,smoothed_whesitancy_reason_distrust_vaccines,day,nation,2021-02-09,2022-06-25,1,26.3299411,54.8598449,45.6359383,8.2569509,2022-07-01 15:00:25,20220701,4,36 -fb-survey,smoothed_whesitancy_reason_distrust_vaccines,day,state,2021-02-09,2022-06-25,50,14.2122894,76.4828356,45.7552156,10.0603843,2022-07-01 15:00:31,20220701,4,36 -fb-survey,smoothed_whesitancy_reason_health_condition,day,county,2021-02-09,2021-08-08,269,2.68867,25.7398773,11.1342754,2.856906,2021-08-13 12:54:56,20210813,1,36 -fb-survey,smoothed_whesitancy_reason_health_condition,day,hrr,2021-02-09,2021-08-06,264,2.4427752,25.2297164,11.1467825,2.8554226,2021-08-11 12:56:47,20210811,5,36 -fb-survey,smoothed_whesitancy_reason_health_condition,day,msa,2021-02-09,2021-08-07,182,2.7694866,25.1692907,10.9455353,2.7274129,2021-08-12 12:55:11,20210812,5,36 -fb-survey,smoothed_whesitancy_reason_health_condition,day,nation,2021-02-09,2021-08-08,1,9.5538471,18.3521122,12.0427154,1.6547789,2021-08-13 12:57:02,20210813,5,36 -fb-survey,smoothed_whesitancy_reason_health_condition,day,state,2021-02-09,2021-08-08,50,3.9640995,24.0387993,11.3925431,2.3043261,2021-08-13 12:57:15,20210813,5,36 -fb-survey,smoothed_whesitancy_reason_ineffective,day,county,2021-02-09,2022-06-25,269,6.5269903,48.9568179,24.5260072,5.1911112,2022-07-01 14:59:51,20220701,1,63 -fb-survey,smoothed_whesitancy_reason_ineffective,day,hrr,2021-02-09,2022-06-25,264,6.6947907,53.7090555,24.7984946,5.8600366,2022-07-01 15:00:05,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_ineffective,day,msa,2021-02-09,2022-06-25,182,7.1164823,54.484413,24.207075,5.7743426,2022-07-01 15:00:18,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_ineffective,day,nation,2021-02-09,2022-06-25,1,19.6582346,30.2768264,25.7284686,3.2087039,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_ineffective,day,state,2021-02-09,2022-06-25,50,11.6209221,52.298582,26.1078927,4.7044414,2022-07-01 15:00:31,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_low_priority,day,county,2021-02-09,2022-06-25,269,0.4767117,54.3332284,16.5565188,10.1101,2022-07-01 14:59:51,20220701,1,63 -fb-survey,smoothed_whesitancy_reason_low_priority,day,hrr,2021-02-09,2022-06-25,264,0.2564103,55.2657496,16.2136318,9.2827039,2022-07-01 15:00:05,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_low_priority,day,msa,2021-02-09,2022-06-25,182,0.7518824,50.675307,17.5177984,9.6695686,2022-07-01 15:00:18,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_low_priority,day,nation,2021-02-09,2022-06-25,1,7.006092,31.3399911,12.2879791,6.5081071,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_low_priority,day,state,2021-02-09,2022-06-25,50,1.2616671,42.2415841,12.8269855,7.4064772,2022-07-01 15:00:31,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_not_recommended,day,county,2021-02-09,2021-08-08,269,0.386761,21.8109183,7.9178619,2.5124111,2021-08-13 12:54:56,20210813,1,36 -fb-survey,smoothed_whesitancy_reason_not_recommended,day,hrr,2021-02-09,2021-08-06,264,0.8121502,30.0649677,8.0934786,2.5632542,2021-08-11 12:56:47,20210811,5,36 -fb-survey,smoothed_whesitancy_reason_not_recommended,day,msa,2021-02-09,2021-08-07,182,0.9687711,23.2912513,8.0287888,2.6217481,2021-08-12 12:55:12,20210812,5,36 -fb-survey,smoothed_whesitancy_reason_not_recommended,day,nation,2021-02-09,2021-08-08,1,4.5181873,11.9337068,8.6093731,1.3868421,2021-08-13 12:57:02,20210813,5,36 -fb-survey,smoothed_whesitancy_reason_not_recommended,day,state,2021-02-09,2021-08-08,50,2.5668931,19.2062301,8.3460955,1.9810811,2021-08-13 12:57:15,20210813,5,36 -fb-survey,smoothed_whesitancy_reason_other,day,county,2021-02-09,2022-06-25,269,1.4372991,42.8244651,17.6983098,6.0368779,2022-07-01 14:59:51,20220701,1,63 -fb-survey,smoothed_whesitancy_reason_other,day,hrr,2021-02-09,2022-06-25,264,2.6860797,50.8660928,17.8413979,6.3624422,2022-07-01 15:00:05,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_other,day,msa,2021-02-09,2022-06-25,182,2.0627923,54.7826929,17.2250361,6.2453655,2022-07-01 15:00:18,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_other,day,nation,2021-02-09,2022-06-25,1,9.9303692,24.9020614,19.1013047,3.9091196,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_other,day,state,2021-02-09,2022-06-25,50,5.8651725,46.0061502,19.556545,5.1331531,2022-07-01 15:00:31,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_pregnant,day,county,2021-02-09,2021-08-08,269,0.3552191,19.4539214,5.6342949,1.9918921,2021-08-13 12:54:56,20210813,1,36 -fb-survey,smoothed_whesitancy_reason_pregnant,day,hrr,2021-02-09,2021-08-06,264,0.3546099,19.0082655,5.627179,2.1027593,2021-08-11 12:56:47,20210811,5,36 -fb-survey,smoothed_whesitancy_reason_pregnant,day,msa,2021-02-09,2021-08-07,182,0.3552191,19.4539214,5.6632815,2.0533325,2021-08-12 12:55:12,20210812,5,36 -fb-survey,smoothed_whesitancy_reason_pregnant,day,nation,2021-02-09,2021-08-08,1,4.6500787,9.8490779,6.0507347,0.9728403,2021-08-13 12:57:02,20210813,5,36 -fb-survey,smoothed_whesitancy_reason_pregnant,day,state,2021-02-09,2021-08-08,50,0.4761905,19.0831092,5.8217579,1.7396931,2021-08-13 12:57:15,20210813,5,36 -fb-survey,smoothed_whesitancy_reason_religious,day,county,2021-02-09,2022-06-25,269,0.2360437,37.2408044,9.7295569,5.6347867,2022-07-01 14:59:51,20220701,1,63 -fb-survey,smoothed_whesitancy_reason_religious,day,hrr,2021-02-09,2022-06-25,264,0.2145923,41.0601024,9.8180712,5.9566815,2022-07-01 15:00:05,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_religious,day,msa,2021-02-09,2022-06-25,182,0.2575795,41.411229,9.1957266,5.6983165,2022-07-01 15:00:18,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_religious,day,nation,2021-02-09,2022-06-25,1,3.2215934,17.9682824,11.6468891,4.3801209,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_religious,day,state,2021-02-09,2022-06-25,50,0.4587282,38.2845488,11.6888491,5.2139764,2022-07-01 15:00:31,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_sideeffects,day,county,2021-02-09,2022-06-25,269,26.9548241,79.8831658,53.7488322,7.1368359,2022-07-01 14:59:51,20220701,1,63 -fb-survey,smoothed_whesitancy_reason_sideeffects,day,hrr,2021-02-09,2022-06-25,264,28.7712371,80.055543,53.8408628,7.5832092,2022-07-01 15:00:05,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_sideeffects,day,msa,2021-02-09,2022-06-25,182,29.0385923,79.8831658,53.2930136,7.4650192,2022-07-01 15:00:18,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_sideeffects,day,nation,2021-02-09,2022-06-25,1,45.4524593,61.2061394,55.7581717,4.3187869,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_sideeffects,day,state,2021-02-09,2022-06-25,50,32.8388023,79.261816,55.9877578,5.9797222,2022-07-01 15:00:31,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_unnecessary,day,county,2021-02-09,2022-06-25,269,2.4146879,64.9447974,32.9521122,11.0263706,2022-07-01 14:59:51,20220701,1,63 -fb-survey,smoothed_whesitancy_reason_unnecessary,day,hrr,2021-02-09,2022-06-25,264,2.6826198,71.0861382,32.9523433,10.2676657,2022-07-01 15:00:05,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_unnecessary,day,msa,2021-02-09,2022-06-25,182,4.2480872,66.4505849,31.7528147,10.285422,2022-07-01 15:00:18,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_unnecessary,day,nation,2021-02-09,2022-06-25,1,17.0729857,46.6894472,37.2840133,7.5253347,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_unnecessary,day,state,2021-02-09,2022-06-25,50,9.9642288,67.7170268,38.1365857,9.0498542,2022-07-01 15:00:31,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_wait_safety,day,county,2021-02-09,2022-06-25,269,6.8225926,62.5631435,34.1443483,8.8727006,2022-07-01 14:59:51,20220701,1,63 -fb-survey,smoothed_whesitancy_reason_wait_safety,day,hrr,2021-02-09,2022-06-25,264,6.0065841,62.7920337,35.3441146,7.8933413,2022-07-01 15:00:05,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_wait_safety,day,msa,2021-02-09,2022-06-25,182,7.4386807,61.0454853,36.4206659,7.8766815,2022-07-01 15:00:18,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_wait_safety,day,nation,2021-02-09,2022-06-25,1,17.435773,42.105386,31.373305,7.6962928,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_wait_safety,day,state,2021-02-09,2022-06-25,50,6.6577789,54.9808894,31.4730499,8.2685307,2022-07-01 15:00:31,20220701,4,63 -fb-survey,smoothed_whh_cmnty_cli,day,county,2020-04-15,2022-06-25,1158,1.3750815,73.2503244,21.9397893,10.0012829,2022-07-01 14:59:51,20220701,1,141 -fb-survey,smoothed_whh_cmnty_cli,day,hrr,2020-04-15,2022-06-25,306,2.2171266,74.0255911,22.8036241,9.9718312,2022-07-01 15:00:05,20220701,2,141 -fb-survey,smoothed_whh_cmnty_cli,day,msa,2020-04-15,2022-06-25,380,1.8822423,73.2503244,23.1479164,10.2562135,2022-07-01 15:00:18,20220701,2,141 -fb-survey,smoothed_whh_cmnty_cli,day,nation,2020-04-15,2022-06-25,1,9.661965,47.033767,21.5156062,7.1543536,2022-07-01 15:00:25,20220701,4,244 -fb-survey,smoothed_whh_cmnty_cli,day,state,2020-04-15,2022-06-25,52,2.4860466,61.3750353,22.2999081,9.3458112,2022-07-01 15:00:31,20220701,4,141 -fb-survey,smoothed_wili,day,county,2020-04-06,2022-06-25,1526,0.0,12.7482784,1.1044539,1.075888,2022-07-01 14:59:52,20220701,1,150 -fb-survey,smoothed_wili,day,hrr,2020-04-06,2022-06-25,306,0.0,12.7454707,1.368139,1.1626017,2022-07-01 15:00:05,20220701,4,150 -fb-survey,smoothed_wili,day,msa,2020-04-06,2022-06-25,382,0.0,12.897527,1.2702849,1.1586003,2022-07-01 15:00:18,20220701,2,150 -fb-survey,smoothed_wili,day,nation,2020-04-06,2022-06-25,1,0.4424246,5.0456589,1.3858002,0.9112782,2022-07-01 15:00:25,20220701,4,253 -fb-survey,smoothed_wili,day,state,2020-04-06,2022-06-25,52,0.0,7.9691919,1.4244392,1.0646239,2022-07-01 15:00:31,20220701,2,150 -fb-survey,smoothed_winitial_dose_one_of_one,day,county,2022-03-04,2022-06-25,352,0.1789052,31.3099061,7.2474167,2.8507023,2022-07-01 14:59:52,20220701,2,14 -fb-survey,smoothed_winitial_dose_one_of_one,day,hrr,2022-03-04,2022-06-25,272,0.1908397,31.3351139,7.4263152,2.5663561,2022-07-01 15:00:05,20220701,5,14 -fb-survey,smoothed_winitial_dose_one_of_one,day,msa,2022-03-04,2022-06-25,207,0.1394524,30.4304362,7.1528107,2.685112,2022-07-01 15:00:19,20220701,5,14 -fb-survey,smoothed_winitial_dose_one_of_one,day,nation,2022-03-04,2022-06-25,1,7.1101013,7.6034753,7.3572741,0.1054342,2022-07-01 15:00:25,20220701,5,14 -fb-survey,smoothed_winitial_dose_one_of_one,day,state,2022-03-04,2022-06-25,51,2.0895519,14.0962306,7.4065711,1.5405493,2022-07-01 15:00:31,20220701,5,14 -fb-survey,smoothed_winitial_dose_one_of_two,day,county,2022-03-04,2022-06-25,352,0.1760494,37.097309,6.376349,2.6140307,2022-07-01 14:59:52,20220701,2,14 -fb-survey,smoothed_winitial_dose_one_of_two,day,hrr,2022-03-04,2022-06-25,272,0.1851852,37.2985333,6.6087396,2.503617,2022-07-01 15:00:06,20220701,5,14 -fb-survey,smoothed_winitial_dose_one_of_two,day,msa,2022-03-04,2022-06-25,207,0.2047256,21.8746033,6.5161824,2.5491358,2022-07-01 15:00:19,20220701,5,14 -fb-survey,smoothed_winitial_dose_one_of_two,day,nation,2022-03-04,2022-06-25,1,6.0873171,7.1435648,6.6005127,0.3242917,2022-07-01 15:00:25,20220701,5,14 -fb-survey,smoothed_winitial_dose_one_of_two,day,state,2022-03-04,2022-06-25,51,1.2449109,14.3650406,6.3908213,1.5469224,2022-07-01 15:00:31,20220701,5,14 -fb-survey,smoothed_winitial_dose_two_of_two,day,county,2022-03-04,2022-06-25,352,58.4158339,97.6887012,85.7413474,3.7676812,2022-07-01 14:59:52,20220701,2,14 -fb-survey,smoothed_winitial_dose_two_of_two,day,hrr,2022-03-04,2022-06-25,272,56.295143,97.4969585,85.312899,3.498756,2022-07-01 15:00:06,20220701,5,14 -fb-survey,smoothed_winitial_dose_two_of_two,day,msa,2022-03-04,2022-06-25,207,62.1802657,97.420166,85.6887471,3.5635137,2022-07-01 15:00:19,20220701,5,14 -fb-survey,smoothed_winitial_dose_two_of_two,day,nation,2022-03-04,2022-06-25,1,84.7892928,86.3072822,85.4810374,0.3629036,2022-07-01 15:00:25,20220701,5,14 -fb-survey,smoothed_winitial_dose_two_of_two,day,state,2022-03-04,2022-06-25,51,78.2149548,93.5469139,85.6387775,1.9364896,2022-07-01 15:00:31,20220701,5,14 -fb-survey,smoothed_winperson_school_fulltime,day,county,2020-11-24,2021-12-24,295,1.649099,96.5116573,44.1861575,24.522825,2022-02-02 20:52:06,20220202,1,133 -fb-survey,smoothed_winperson_school_fulltime,day,hrr,2020-11-24,2021-12-22,264,2.167588,98.0192219,46.3823847,23.2513277,2022-02-02 20:53:16,20220202,5,133 -fb-survey,smoothed_winperson_school_fulltime,day,msa,2020-11-24,2021-12-24,181,1.911819,97.7340744,45.3173837,23.6674973,2022-02-02 20:54:14,20220202,5,133 -fb-survey,smoothed_winperson_school_fulltime,day,nation,2020-11-24,2021-12-24,1,30.405697,86.0366294,57.0158636,19.9209731,2022-02-02 20:54:43,20220202,5,133 -fb-survey,smoothed_winperson_school_fulltime,day,state,2020-11-24,2021-12-24,50,3.8655163,96.6880092,58.3279855,22.7559791,2022-02-02 20:55:01,20220202,5,133 -fb-survey,smoothed_winperson_school_fulltime_oldest,day,county,2021-12-19,2022-06-25,69,62.9940419,99.5454541,92.7122963,4.0705057,2022-07-01 14:59:52,20220701,4,14 -fb-survey,smoothed_winperson_school_fulltime_oldest,day,hrr,2021-12-21,2022-06-25,87,55.9706126,99.7326203,91.1569006,5.3418787,2022-07-01 15:00:06,20220701,4,14 -fb-survey,smoothed_winperson_school_fulltime_oldest,day,msa,2021-12-20,2022-06-25,53,58.2056922,99.6914588,92.2337491,4.6003458,2022-07-01 15:00:19,20220701,4,14 -fb-survey,smoothed_winperson_school_fulltime_oldest,day,nation,2021-12-19,2022-06-25,1,87.6818181,95.6651801,93.2633088,2.0315501,2022-07-01 15:00:25,20220701,4,14 -fb-survey,smoothed_winperson_school_fulltime_oldest,day,state,2021-12-19,2022-06-25,42,63.1649378,99.5454541,92.7526905,4.0486863,2022-07-01 15:00:31,20220701,4,14 -fb-survey,smoothed_winperson_school_parttime,day,county,2020-11-24,2021-12-24,293,0.4471104,75.6656064,24.2313898,12.0261844,2022-02-02 20:52:06,20220202,1,133 -fb-survey,smoothed_winperson_school_parttime,day,hrr,2020-11-24,2021-12-22,259,0.4464286,66.322919,25.318842,11.1259869,2022-02-02 20:53:16,20220202,5,133 -fb-survey,smoothed_winperson_school_parttime,day,msa,2020-11-24,2021-12-23,178,0.4471104,69.0001297,24.4376559,11.3399035,2022-02-02 20:54:14,20220202,5,133 -fb-survey,smoothed_winperson_school_parttime,day,nation,2020-11-24,2021-12-24,1,16.1480305,28.2422396,22.2751745,4.0347658,2022-02-02 20:54:43,20220202,5,133 -fb-survey,smoothed_winperson_school_parttime,day,state,2020-11-24,2021-12-24,50,4.2491283,65.7561501,23.2546423,9.7834603,2022-02-02 20:55:01,20220202,5,133 -fb-survey,smoothed_winperson_school_parttime_oldest,day,county,2021-12-19,2022-06-25,69,0.1461985,24.1369907,4.7023299,2.8786615,2022-07-01 14:59:52,20220701,4,14 -fb-survey,smoothed_winperson_school_parttime_oldest,day,hrr,2021-12-21,2022-06-25,87,0.1976285,27.8987527,5.6972514,3.7524768,2022-07-01 15:00:06,20220701,4,14 -fb-survey,smoothed_winperson_school_parttime_oldest,day,msa,2021-12-20,2022-06-25,53,0.2120599,30.8578463,4.8967179,3.0774775,2022-07-01 15:00:19,20220701,4,14 -fb-survey,smoothed_winperson_school_parttime_oldest,day,nation,2021-12-19,2022-06-25,1,2.6388345,7.8820427,4.3530664,1.2863722,2022-07-01 15:00:25,20220701,4,14 -fb-survey,smoothed_winperson_school_parttime_oldest,day,state,2021-12-19,2022-06-25,42,0.1461985,22.9473676,4.7187805,2.8968913,2022-07-01 15:00:31,20220701,4,14 -fb-survey,smoothed_wlarge_event_1d,day,county,2020-09-08,2021-03-15,831,0.2747253,44.7660358,11.252197,5.6423628,2021-03-20 11:51:29,20210320,0,92 -fb-survey,smoothed_wlarge_event_1d,day,hrr,2020-09-08,2021-03-11,306,0.492228,46.2257562,12.2999093,5.5630368,2021-03-17 18:58:02,20210317,2,92 -fb-survey,smoothed_wlarge_event_1d,day,msa,2020-09-08,2021-03-14,370,0.2747253,44.7660358,12.1267754,5.6983996,2021-03-19 11:51:45,20210319,1,92 -fb-survey,smoothed_wlarge_event_1d,day,nation,2020-09-08,2021-03-18,1,6.8384933,15.8530488,11.2534813,3.0755192,2021-03-23 11:53:42,20210323,2,98 -fb-survey,smoothed_wlarge_event_1d,day,state,2020-09-08,2021-03-15,51,1.2275906,31.2557433,11.7680285,5.096913,2021-03-20 11:52:13,20210320,2,92 -fb-survey,smoothed_wlarge_event_indoors_1d,day,county,2021-03-02,2022-06-25,670,0.5781915,57.928438,21.8466829,7.3628614,2022-07-01 14:59:52,20220701,1,63 -fb-survey,smoothed_wlarge_event_indoors_1d,day,hrr,2021-03-02,2022-06-25,306,1.2339531,57.5739341,23.3337496,7.1254594,2022-07-01 15:00:06,20220701,4,63 -fb-survey,smoothed_wlarge_event_indoors_1d,day,msa,2021-03-02,2022-06-25,349,0.9356978,55.0674681,22.5222933,7.1586873,2022-07-01 15:00:19,20220701,4,63 -fb-survey,smoothed_wlarge_event_indoors_1d,day,nation,2021-03-02,2022-06-25,1,10.793925,31.3438812,22.6271031,5.253952,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_wlarge_event_indoors_1d,day,state,2021-03-02,2022-06-25,51,1.8963261,46.0268839,23.4043217,6.8020611,2022-07-01 15:00:31,20220701,4,63 -fb-survey,smoothed_wnohh_cmnty_cli,day,county,2020-04-15,2022-06-25,1158,0.2449849,67.6118995,17.2692958,9.1160853,2022-07-01 14:59:52,20220701,1,141 -fb-survey,smoothed_wnohh_cmnty_cli,day,hrr,2020-04-15,2022-06-25,306,0.4385965,67.3097288,17.8269208,9.1346179,2022-07-01 15:00:06,20220701,2,141 -fb-survey,smoothed_wnohh_cmnty_cli,day,msa,2020-04-15,2022-06-25,380,0.4140571,64.7689845,18.2267998,9.4049519,2022-07-01 15:00:19,20220701,2,141 -fb-survey,smoothed_wnohh_cmnty_cli,day,nation,2020-04-15,2022-06-25,1,6.331558,39.6769705,16.6227899,6.421572,2022-07-01 15:00:25,20220701,4,244 -fb-survey,smoothed_wnohh_cmnty_cli,day,state,2020-04-15,2022-06-25,52,1.3205772,56.2288024,17.4001059,8.5435123,2022-07-01 15:00:31,20220701,4,141 -fb-survey,smoothed_work_outside_home_1d,day,county,2020-09-08,2021-03-15,835,7.622462,58.3337502,31.7920327,6.1464568,2021-03-20 11:51:30,20210320,1,92 -fb-survey,smoothed_work_outside_home_1d,day,hrr,2020-09-08,2021-03-11,306,12.4907885,55.1652893,32.0940955,5.5899382,2021-03-17 18:58:02,20210317,2,92 -fb-survey,smoothed_work_outside_home_1d,day,msa,2020-09-08,2021-03-14,370,7.622462,58.3337502,32.446426,6.0098032,2021-03-19 11:51:45,20210319,1,92 -fb-survey,smoothed_work_outside_home_1d,day,nation,2020-09-08,2021-03-18,1,21.6507501,35.9460336,31.3427652,3.2126867,2021-03-23 11:53:43,20210323,2,98 -fb-survey,smoothed_work_outside_home_1d,day,state,2020-09-08,2021-03-15,51,8.9662447,52.6223377,32.2708983,5.4055182,2021-03-20 11:52:13,20210320,2,92 -fb-survey,smoothed_work_outside_home_indoors_1d,day,county,2021-03-02,2022-06-27,670,9.7198634,58.617874,33.5732968,5.532449,2022-07-01 14:59:52,20220701,1,63 -fb-survey,smoothed_work_outside_home_indoors_1d,day,hrr,2021-03-02,2022-06-27,306,11.4492754,58.4677419,33.7955435,5.1569547,2022-07-01 15:00:06,20220701,1,63 -fb-survey,smoothed_work_outside_home_indoors_1d,day,msa,2021-03-02,2022-06-27,349,9.8720626,61.2426139,33.8262538,5.4456966,2022-07-01 15:00:19,20220701,1,63 -fb-survey,smoothed_work_outside_home_indoors_1d,day,nation,2021-03-02,2022-06-27,1,23.7957814,36.4551242,33.6054923,2.1450812,2022-07-01 15:00:25,20220701,1,63 -fb-survey,smoothed_work_outside_home_indoors_1d,day,state,2021-03-02,2022-06-27,51,13.3451957,52.9292878,34.5361949,4.4888592,2022-07-01 15:00:31,20220701,1,63 -fb-survey,smoothed_worried_become_ill,day,county,2020-09-08,2021-08-08,745,21.8562874,93.8829787,61.2717627,9.5898727,2021-08-13 12:55:02,20210813,0,92 -fb-survey,smoothed_worried_become_ill,day,hrr,2020-09-08,2021-08-08,306,26.635514,85.9855335,59.8519576,9.4121586,2021-08-13 12:56:02,20210813,5,92 -fb-survey,smoothed_worried_become_ill,day,msa,2020-09-08,2021-08-08,359,21.8398888,93.8829787,60.4249489,9.4460152,2021-08-13 12:56:46,20210813,5,92 -fb-survey,smoothed_worried_become_ill,day,nation,2020-09-08,2021-08-08,1,35.6958763,72.3717622,56.9028157,11.0532109,2021-08-13 12:57:02,20210813,5,98 -fb-survey,smoothed_worried_become_ill,day,state,2020-09-08,2021-08-08,51,21.8562874,81.0144928,58.0321489,10.6045383,2021-08-13 12:57:17,20210813,5,92 -fb-survey,smoothed_worried_catch_covid,day,county,2021-05-20,2022-06-27,377,13.1678783,83.8235294,48.9187704,10.4618787,2022-07-01 14:59:52,20220701,1,110 -fb-survey,smoothed_worried_catch_covid,day,hrr,2021-05-20,2022-06-27,293,12.585034,82.0855615,46.2742163,10.1272357,2022-07-01 15:00:06,20220701,1,110 -fb-survey,smoothed_worried_catch_covid,day,msa,2021-05-20,2022-06-27,221,14.8006912,82.1678322,47.433019,9.8045433,2022-07-01 15:00:19,20220701,1,110 -fb-survey,smoothed_worried_catch_covid,day,nation,2021-05-20,2022-06-27,1,32.7879719,59.1381691,46.1695619,6.9006121,2022-07-01 15:00:25,20220701,1,110 -fb-survey,smoothed_worried_catch_covid,day,state,2021-05-20,2022-06-27,51,13.1678783,76.1682243,44.5452652,9.4025344,2022-07-01 15:00:31,20220701,1,110 -fb-survey,smoothed_worried_finances,day,county,2020-09-08,2022-06-27,755,11.0052026,82.6732673,39.1531293,7.8953853,2022-07-01 14:59:53,20220701,1,92 -fb-survey,smoothed_worried_finances,day,hrr,2020-09-08,2022-06-27,306,15.1408451,76.618705,39.0279071,7.3314365,2022-07-01 15:00:06,20220701,1,92 -fb-survey,smoothed_worried_finances,day,msa,2020-09-08,2022-06-27,360,14.3584953,82.6732673,39.2171114,7.663917,2022-07-01 15:00:19,20220701,1,92 -fb-survey,smoothed_worried_finances,day,nation,2020-09-08,2022-06-27,1,32.7583261,49.7202012,38.4454227,4.1104441,2022-07-01 15:00:25,20220701,1,98 -fb-survey,smoothed_worried_finances,day,state,2020-09-08,2022-06-27,51,20.6790123,58.4336003,37.980683,5.5495025,2022-07-01 15:00:32,20220701,1,92 -fb-survey,smoothed_worried_vaccine_side_effects,day,county,2021-01-13,2022-06-27,724,14.7232379,88.2235985,53.9216438,15.917221,2022-07-01 14:59:53,20220701,1,63 -fb-survey,smoothed_worried_vaccine_side_effects,day,hrr,2021-01-13,2022-06-27,306,21.679198,88.2113821,61.4861725,14.6393302,2022-07-01 15:00:06,20220701,1,63 -fb-survey,smoothed_worried_vaccine_side_effects,day,msa,2021-01-13,2022-06-27,359,17.065884,87.1809489,56.2371783,15.6697149,2022-07-01 15:00:19,20220701,1,63 -fb-survey,smoothed_worried_vaccine_side_effects,day,nation,2021-01-13,2022-06-27,1,37.2208052,74.686969,67.9060097,10.3589595,2022-07-01 15:00:25,20220701,1,63 -fb-survey,smoothed_worried_vaccine_side_effects,day,state,2021-01-13,2022-06-27,51,24.025974,86.5484308,66.939403,11.640358,2022-07-01 15:00:32,20220701,1,63 -fb-survey,smoothed_wothers_distanced_public,day,county,2021-06-04,2022-06-25,360,2.8900442,57.1384989,19.5881646,6.833952,2022-07-01 14:59:53,20220701,1,63 -fb-survey,smoothed_wothers_distanced_public,day,hrr,2021-06-04,2022-06-25,290,2.8735545,55.9770673,18.7926198,6.4440911,2022-07-01 15:00:06,20220701,4,63 -fb-survey,smoothed_wothers_distanced_public,day,msa,2021-06-04,2022-06-25,214,2.6704421,56.056802,19.0669081,6.5754008,2022-07-01 15:00:19,20220701,4,63 -fb-survey,smoothed_wothers_distanced_public,day,nation,2021-06-04,2022-06-25,1,12.1122322,29.4177794,18.6006568,3.8454173,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_wothers_distanced_public,day,state,2021-06-04,2022-06-25,51,4.1515193,53.4279084,18.0471995,5.8320159,2022-07-01 15:00:32,20220701,4,63 -fb-survey,smoothed_wothers_masked,day,county,2020-11-24,2021-08-08,726,0.4545455,99.5689655,75.0626799,20.460701,2021-08-13 12:55:03,20210813,0,44 -fb-survey,smoothed_wothers_masked,day,hrr,2020-11-24,2021-08-08,306,0.3012048,97.9872631,68.687151,23.039915,2021-08-13 12:56:03,20210813,5,44 -fb-survey,smoothed_wothers_masked,day,msa,2020-11-24,2021-08-08,355,0.7093424,99.4381474,71.9296622,20.9615251,2021-08-13 12:56:46,20210813,5,44 -fb-survey,smoothed_wothers_masked,day,nation,2020-11-24,2021-08-08,1,12.1221968,81.8798592,61.4684197,25.4253023,2021-08-13 12:57:03,20210813,5,44 -fb-survey,smoothed_wothers_masked,day,state,2020-11-24,2021-08-08,51,0.4545455,97.5155904,63.8378853,27.0748247,2021-08-13 12:57:17,20210813,5,44 -fb-survey,smoothed_wothers_masked_public,day,county,2021-05-20,2022-06-25,361,0.1850946,91.361127,23.3561117,21.8086104,2022-07-01 14:59:53,20220701,1,63 -fb-survey,smoothed_wothers_masked_public,day,hrr,2021-05-20,2022-06-25,289,0.1557632,91.5325142,19.1478965,19.7661479,2022-07-01 15:00:07,20220701,4,63 -fb-survey,smoothed_wothers_masked_public,day,msa,2021-05-20,2022-06-25,215,0.1508559,89.2016655,20.3891376,20.1005663,2022-07-01 15:00:19,20220701,4,63 -fb-survey,smoothed_wothers_masked_public,day,nation,2021-05-20,2022-06-25,1,3.8785358,54.052581,20.4011157,10.9031212,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_wothers_masked_public,day,state,2021-05-20,2022-06-25,51,0.2053294,88.2777682,17.185773,18.2390896,2022-07-01 15:00:32,20220701,4,63 -fb-survey,smoothed_wpublic_transit_1d,day,county,2020-09-08,2022-06-25,831,0.095057,67.611347,5.1043834,4.9251387,2022-07-01 14:59:53,20220701,0,92 -fb-survey,smoothed_wpublic_transit_1d,day,hrr,2020-09-08,2022-06-25,306,0.1184834,53.9211951,5.0337428,4.1298865,2022-07-01 15:00:07,20220701,2,92 -fb-survey,smoothed_wpublic_transit_1d,day,msa,2020-09-08,2022-06-25,370,0.1459525,31.7723756,4.5544746,2.8115349,2022-07-01 15:00:19,20220701,1,92 -fb-survey,smoothed_wpublic_transit_1d,day,nation,2020-09-08,2022-06-25,1,2.8579001,9.0405839,5.749723,1.7722659,2022-07-01 15:00:25,20220701,2,98 -fb-survey,smoothed_wpublic_transit_1d,day,state,2020-09-08,2022-06-25,51,0.3816794,41.2234339,5.4374429,3.6889787,2022-07-01 15:00:32,20220701,2,92 -fb-survey,smoothed_wrace_treated_fairly_healthcare,day,county,2021-05-20,2022-06-25,350,44.6845856,96.0016421,78.8774113,6.5378876,2022-07-01 14:59:53,20220701,1,110 -fb-survey,smoothed_wrace_treated_fairly_healthcare,day,hrr,2021-05-20,2022-06-25,288,43.6431494,97.3523875,79.2426393,6.1193318,2022-07-01 15:00:07,20220701,4,110 -fb-survey,smoothed_wrace_treated_fairly_healthcare,day,msa,2021-05-20,2022-06-25,213,47.3813681,95.8289087,79.3294516,5.838266,2022-07-01 15:00:19,20220701,4,110 -fb-survey,smoothed_wrace_treated_fairly_healthcare,day,nation,2021-05-20,2022-06-25,1,76.8679215,79.9628531,78.4509898,0.76656,2022-07-01 15:00:25,20220701,4,110 -fb-survey,smoothed_wrace_treated_fairly_healthcare,day,state,2021-05-20,2022-06-25,51,61.1275035,95.4994895,79.8366639,4.5101922,2022-07-01 15:00:32,20220701,4,110 -fb-survey,smoothed_wreceived_2_vaccine_doses,day,county,2021-01-13,2021-11-14,630,3.8131931,99.5369216,79.2411098,17.2327187,2021-11-19 13:52:09,20211119,1,44 -fb-survey,smoothed_wreceived_2_vaccine_doses,day,hrr,2021-01-14,2021-11-14,306,2.0951814,98.9134502,77.4185683,18.7860551,2021-11-19 13:53:31,20211119,1,44 -fb-survey,smoothed_wreceived_2_vaccine_doses,day,msa,2021-01-13,2021-11-14,340,1.4166938,99.5369216,78.5278065,17.8464881,2021-11-19 13:54:31,20211119,1,44 -fb-survey,smoothed_wreceived_2_vaccine_doses,day,nation,2021-01-13,2021-11-14,1,17.9638906,92.6246564,74.9749207,21.4558546,2021-11-19 13:54:53,20211119,2,44 -fb-survey,smoothed_wreceived_2_vaccine_doses,day,state,2021-01-13,2021-11-14,51,7.3361742,96.3267615,75.7929487,20.8389331,2021-11-19 13:55:09,20211119,2,44 -fb-survey,smoothed_wreceived_news_cdc,day,county,2021-05-20,2022-06-25,352,17.6982297,83.8165171,48.8631499,9.4779412,2022-07-01 14:59:53,20220701,1,110 -fb-survey,smoothed_wreceived_news_cdc,day,hrr,2021-05-20,2022-06-25,289,14.7472214,80.5507318,46.2922779,8.9608849,2022-07-01 15:00:07,20220701,4,110 -fb-survey,smoothed_wreceived_news_cdc,day,msa,2021-05-20,2022-06-25,214,15.8576243,82.2980262,48.1183396,8.9809266,2022-07-01 15:00:19,20220701,4,110 -fb-survey,smoothed_wreceived_news_cdc,day,nation,2021-05-20,2022-06-25,1,32.8582126,60.4220058,45.7738202,6.8089877,2022-07-01 15:00:25,20220701,4,110 -fb-survey,smoothed_wreceived_news_cdc,day,state,2021-05-20,2022-06-25,51,15.9928367,83.8165171,46.2307869,8.7394511,2022-07-01 15:00:32,20220701,4,110 -fb-survey,smoothed_wreceived_news_experts,day,county,2021-05-20,2022-06-25,352,11.1703233,78.9730945,43.7945872,9.0506236,2022-07-01 14:59:53,20220701,1,110 -fb-survey,smoothed_wreceived_news_experts,day,hrr,2021-05-20,2022-06-25,289,9.3577232,76.1572109,41.3296344,8.5723507,2022-07-01 15:00:07,20220701,4,110 -fb-survey,smoothed_wreceived_news_experts,day,msa,2021-05-20,2022-06-25,214,11.1673875,78.9730945,42.9780296,8.6011096,2022-07-01 15:00:20,20220701,4,110 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15:00:08,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_testing_staff,day,msa,2022-03-23,2022-06-25,12,3.0939421,45.0511922,22.6819785,8.9627043,2022-07-01 15:00:20,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_testing_staff,day,nation,2022-03-23,2022-06-25,1,14.0882184,16.3623251,15.0465363,0.5996496,2022-07-01 15:00:25,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_testing_staff,day,state,2022-03-23,2022-06-25,27,2.3547242,37.4345037,13.7771869,6.6984916,2022-07-01 15:00:32,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_testing_students,day,county,2022-03-23,2022-06-25,29,0.3521134,47.0511973,12.0702587,9.866215,2022-07-01 14:59:54,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_testing_students,day,hrr,2022-03-23,2022-06-25,6,2.428791,46.9907192,23.8838873,14.6436112,2022-07-01 15:00:08,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_testing_students,day,msa,2022-03-23,2022-06-25,12,2.5404529,52.0782552,21.3889238,11.1998854,2022-07-01 15:00:20,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_testing_students,day,nation,2022-03-23,2022-06-25,1,11.0994666,13.1081802,12.0185986,0.4101426,2022-07-01 15:00:26,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_testing_students,day,state,2022-03-23,2022-06-25,27,0.3521134,45.0926879,10.7563046,8.3334736,2022-07-01 15:00:32,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_vaccine_staff,day,county,2022-03-23,2022-06-25,29,4.529086,50.540819,20.9694996,9.4620048,2022-07-01 14:59:54,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_vaccine_staff,day,hrr,2022-03-23,2022-06-25,6,6.2176082,54.1104369,26.1798343,11.3419667,2022-07-01 15:00:08,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_vaccine_staff,day,msa,2022-03-23,2022-06-25,12,5.6521795,52.660388,30.013978,10.1944298,2022-07-01 15:00:20,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_vaccine_staff,day,nation,2022-03-23,2022-06-25,1,18.9235679,21.0356194,19.9508936,0.5050056,2022-07-01 15:00:26,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_vaccine_staff,day,state,2022-03-23,2022-06-25,27,5.2647188,50.4315379,20.0380724,9.0519071,2022-07-01 15:00:32,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_vaccine_students,day,county,2022-03-23,2022-06-25,29,0.390625,31.9492096,7.8092787,4.9283717,2022-07-01 14:59:54,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_vaccine_students,day,hrr,2022-03-23,2022-06-25,6,2.4477441,31.8611345,14.0068442,7.6232104,2022-07-01 15:00:08,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_vaccine_students,day,msa,2022-03-23,2022-06-25,12,0.436951,35.299099,13.7987543,6.580221,2022-07-01 15:00:20,20220701,5,14 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15:00:26,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_ventilation,day,state,2022-03-23,2022-06-25,27,4.3250788,38.2284319,18.3520717,5.9829859,2022-07-01 15:00:32,20220701,5,14 -fb-survey,smoothed_wscreening_tested_positive_14d,day,county,2021-03-19,2022-02-16,61,0.117647,28.2753529,2.9988843,2.6672,2022-02-21 13:52:12,20220221,1,63 -fb-survey,smoothed_wscreening_tested_positive_14d,day,hrr,2021-03-19,2022-02-03,59,0.1557632,22.5495241,3.0735439,2.7099545,2022-02-08 15:21:17,20220208,4,63 -fb-survey,smoothed_wscreening_tested_positive_14d,day,msa,2021-03-19,2022-02-12,36,0.1706702,21.7683199,2.764366,2.4859197,2022-02-17 15:54:36,20220217,4,63 -fb-survey,smoothed_wscreening_tested_positive_14d,day,nation,2021-03-19,2022-02-18,1,1.0612093,8.6280918,2.5831262,1.8521182,2022-02-23 13:53:54,20220223,4,63 -fb-survey,smoothed_wscreening_tested_positive_14d,day,state,2021-03-19,2022-02-16,41,0.117647,31.1396883,3.0390157,2.7965707,2022-02-21 13:54:28,20220221,4,63 -fb-survey,smoothed_wshop_1d,day,county,2020-09-08,2021-03-15,831,32.3631709,83.593709,56.6732884,6.0503961,2021-03-20 11:51:32,20210320,0,92 -fb-survey,smoothed_wshop_1d,day,hrr,2020-09-08,2021-03-11,306,37.7745162,83.9520084,57.2549396,5.3051061,2021-03-17 18:58:03,20210317,2,92 -fb-survey,smoothed_wshop_1d,day,msa,2020-09-08,2021-03-14,370,32.3664033,83.593709,57.2372895,5.8496833,2021-03-19 11:51:46,20210319,1,92 -fb-survey,smoothed_wshop_1d,day,nation,2020-09-08,2021-03-18,1,49.5642982,62.3377783,57.0468354,3.6938224,2021-03-23 11:53:44,20210323,2,98 -fb-survey,smoothed_wshop_1d,day,state,2020-09-08,2021-03-15,51,40.2458578,71.7285319,57.0378721,4.4592075,2021-03-20 11:52:14,20210320,2,92 -fb-survey,smoothed_wshop_indoors_1d,day,county,2021-03-02,2022-06-25,670,34.9047575,89.0853989,64.2569501,6.4550715,2022-07-01 14:59:54,20220701,1,63 -fb-survey,smoothed_wshop_indoors_1d,day,hrr,2021-03-02,2022-06-25,306,36.2791895,88.1728883,64.973174,5.7661429,2022-07-01 15:00:09,20220701,4,63 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-fb-survey,smoothed_wspent_time_indoors_1d,day,state,2021-03-02,2022-06-25,51,20.7577586,66.1495664,46.6903866,6.230148,2022-07-01 15:00:32,20220701,4,63 -fb-survey,smoothed_wtested_14d,day,county,2020-09-08,2022-06-25,802,0.3763116,63.3583378,13.9328752,7.4547174,2022-07-01 14:59:54,20220701,0,92 -fb-survey,smoothed_wtested_14d,day,hrr,2020-09-08,2022-06-25,306,0.3759398,56.8514457,13.8810175,7.0420457,2022-07-01 15:00:09,20220701,4,92 -fb-survey,smoothed_wtested_14d,day,msa,2020-09-08,2022-06-25,366,0.4910279,55.3470515,13.5870645,7.0246739,2022-07-01 15:00:21,20220701,4,92 -fb-survey,smoothed_wtested_14d,day,nation,2020-09-08,2022-06-25,1,7.4292251,32.4234431,14.4200121,5.6985117,2022-07-01 15:00:26,20220701,4,98 -fb-survey,smoothed_wtested_14d,day,state,2020-09-08,2022-06-25,51,2.4975969,56.8603215,14.2921669,6.9783886,2022-07-01 15:00:32,20220701,4,92 -fb-survey,smoothed_wtested_positive_14d,day,county,2020-09-08,2022-06-25,225,0.3448276,59.5986145,16.778296,9.799182,2022-07-01 14:59:54,20220701,1,92 -fb-survey,smoothed_wtested_positive_14d,day,hrr,2020-09-09,2022-06-25,225,0.3289474,65.2596539,17.8414576,10.4887299,2022-07-01 15:00:09,20220701,2,90 -fb-survey,smoothed_wtested_positive_14d,day,msa,2020-09-08,2022-06-25,138,0.3747481,62.8399023,17.2123455,10.3243834,2022-07-01 15:00:21,20220701,2,91 -fb-survey,smoothed_wtested_positive_14d,day,nation,2020-09-08,2022-06-25,1,4.866296,33.6232041,14.4398464,6.7510709,2022-07-01 15:00:26,20220701,4,98 -fb-survey,smoothed_wtested_positive_14d,day,state,2020-09-08,2022-06-25,51,0.3448276,56.2407392,16.170171,9.1744281,2022-07-01 15:00:32,20220701,4,92 -fb-survey,smoothed_wtravel_outside_state_5d,day,county,2020-04-06,2021-03-15,1422,0.1025095,64.2806489,10.0257477,7.3957277,2021-03-20 11:51:33,20210320,0,247 -fb-survey,smoothed_wtravel_outside_state_5d,day,hrr,2020-04-06,2021-03-11,306,0.0947719,60.4068071,9.6768065,6.2837987,2021-03-17 18:58:04,20210317,1,247 -fb-survey,smoothed_wtravel_outside_state_5d,day,msa,2020-04-06,2021-03-14,381,0.1025095,59.3672059,9.4746487,6.8946317,2021-03-19 11:51:47,20210319,1,247 -fb-survey,smoothed_wtravel_outside_state_5d,day,nation,2020-04-06,2021-03-18,1,3.3773044,12.1462511,8.7849591,2.2060552,2021-03-23 11:53:45,20210323,5,253 -fb-survey,smoothed_wtravel_outside_state_5d,day,state,2020-04-06,2021-03-15,52,0.5082227,34.831101,11.1475629,5.6036074,2021-03-20 11:52:14,20210320,5,247 -fb-survey,smoothed_wtravel_outside_state_7d,day,county,2021-03-02,2022-02-18,660,0.290026,62.5827664,14.6023051,7.7177183,2022-02-23 13:52:11,20220223,1,63 -fb-survey,smoothed_wtravel_outside_state_7d,day,hrr,2021-03-02,2022-02-17,306,0.3267974,54.4929375,14.6547479,7.3109698,2022-02-22 13:54:19,20220222,4,63 -fb-survey,smoothed_wtravel_outside_state_7d,day,msa,2021-03-02,2022-02-18,347,0.290026,58.571549,13.9827795,7.4833647,2022-02-23 13:53:42,20220223,4,63 -fb-survey,smoothed_wtravel_outside_state_7d,day,nation,2021-03-02,2022-02-20,1,9.1274506,17.4480578,13.661823,2.0919633,2022-02-25 13:53:28,20220225,4,63 -fb-survey,smoothed_wtravel_outside_state_7d,day,state,2021-03-02,2022-02-18,51,2.2033812,44.9972394,16.9371366,6.749975,2022-02-23 13:54:11,20220223,4,63 -fb-survey,smoothed_wtrust_covid_info_cdc,day,county,2021-05-20,2022-06-25,350,22.6495979,85.4382659,55.5010384,8.2242305,2022-07-01 14:59:54,20220701,1,63 -fb-survey,smoothed_wtrust_covid_info_cdc,day,hrr,2021-05-20,2022-06-25,288,20.6855613,82.9676586,52.5705567,7.9609733,2022-07-01 15:00:09,20220701,4,63 -fb-survey,smoothed_wtrust_covid_info_cdc,day,msa,2021-05-20,2022-06-25,214,24.2655111,81.1954238,54.3750319,7.5021275,2022-07-01 15:00:21,20220701,4,63 -fb-survey,smoothed_wtrust_covid_info_cdc,day,nation,2021-05-20,2022-06-25,1,47.3425245,57.6821686,52.948235,3.4004495,2022-07-01 15:00:26,20220701,4,63 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-fb-survey,smoothed_wvaccine_barrier_time_tried,day,state,2021-08-03,2022-06-25,12,1.4355655,34.4390108,14.5271465,5.7752494,2022-07-01 15:00:33,20220701,4,63 -fb-survey,smoothed_wvaccine_barrier_travel,day,county,2021-06-04,2022-02-18,552,0.0749627,20.8719471,2.2206738,1.4638687,2022-02-23 13:52:16,20220223,1,63 -fb-survey,smoothed_wvaccine_barrier_travel,day,hrr,2021-06-04,2022-02-17,305,0.0844595,19.0381549,2.055175,1.2105601,2022-02-22 13:54:23,20220222,2,63 -fb-survey,smoothed_wvaccine_barrier_travel,day,msa,2021-06-04,2022-02-18,313,0.0655099,17.0136472,2.0856491,1.3434165,2022-02-23 13:53:45,20220223,2,63 -fb-survey,smoothed_wvaccine_barrier_travel,day,nation,2021-06-04,2022-02-19,1,1.7542765,4.2060654,2.0436472,0.2057013,2022-02-24 13:53:49,20220224,4,63 -fb-survey,smoothed_wvaccine_barrier_travel,day,state,2021-06-04,2022-02-18,51,0.1022495,9.7410147,2.0283035,0.8868105,2022-02-23 13:54:13,20220223,2,63 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-fb-survey,smoothed_wvaccine_likely_who,day,county,2020-12-20,2021-08-08,740,0.446429,64.1367354,33.1742871,9.4013078,2021-08-13 12:55:26,20210813,1,44 -fb-survey,smoothed_wvaccine_likely_who,day,hrr,2020-12-20,2021-08-06,306,0.5846541,58.6165461,29.2521162,10.0645951,2021-08-11 12:57:06,20210811,2,44 -fb-survey,smoothed_wvaccine_likely_who,day,msa,2020-12-20,2021-08-07,358,3.0838604,64.1367354,31.5261538,8.9701671,2021-08-12 12:55:27,20210812,2,44 -fb-survey,smoothed_wvaccine_likely_who,day,nation,2020-12-20,2021-08-08,1,6.6090807,37.8505547,22.2353713,11.8125939,2021-08-13 12:57:04,20210813,2,44 -fb-survey,smoothed_wvaccine_likely_who,day,state,2020-12-20,2021-08-08,51,0.446429,55.5190485,25.8668459,11.3348938,2021-08-13 12:57:22,20210813,2,44 -fb-survey,smoothed_wwant_info_children_education,day,county,2021-05-20,2022-06-25,355,0.292383,29.353383,7.4068442,3.2172861,2022-07-01 14:59:56,20220701,1,110 -fb-survey,smoothed_wwant_info_children_education,day,hrr,2021-05-20,2022-06-25,289,0.2066116,29.4027965,6.8066621,3.0104577,2022-07-01 15:00:10,20220701,4,110 -fb-survey,smoothed_wwant_info_children_education,day,msa,2021-05-20,2022-06-25,215,0.3121147,29.353383,7.0214816,2.9380345,2022-07-01 15:00:22,20220701,4,110 -fb-survey,smoothed_wwant_info_children_education,day,nation,2021-05-20,2022-06-25,1,5.613506,9.5645405,6.9718878,0.9618779,2022-07-01 15:00:26,20220701,4,110 -fb-survey,smoothed_wwant_info_children_education,day,state,2021-05-20,2022-06-25,51,0.292383,16.2595185,6.4099107,1.9891178,2022-07-01 15:00:33,20220701,4,110 -fb-survey,smoothed_wwant_info_covid_treatment,day,county,2021-05-20,2022-06-25,355,1.1167606,46.193412,17.0093775,5.4830206,2022-07-01 14:59:56,20220701,1,110 -fb-survey,smoothed_wwant_info_covid_treatment,day,hrr,2021-05-20,2022-06-25,289,1.3156696,44.8880955,15.9854304,5.2418061,2022-07-01 15:00:11,20220701,4,110 -fb-survey,smoothed_wwant_info_covid_treatment,day,msa,2021-05-20,2022-06-25,215,1.5657304,44.1036485,16.3164943,5.0559612,2022-07-01 15:00:22,20220701,4,110 -fb-survey,smoothed_wwant_info_covid_treatment,day,nation,2021-05-20,2022-06-25,1,11.5313912,21.4571967,16.3484578,2.3465849,2022-07-01 15:00:26,20220701,4,110 -fb-survey,smoothed_wwant_info_covid_treatment,day,state,2021-05-20,2022-06-25,51,2.5616594,35.9025179,15.1397714,3.9667136,2022-07-01 15:00:33,20220701,4,110 -fb-survey,smoothed_wwant_info_covid_variants,day,county,2021-05-20,2022-06-25,355,7.710231,60.6066359,28.8753534,6.8013948,2022-07-01 14:59:56,20220701,1,110 -fb-survey,smoothed_wwant_info_covid_variants,day,hrr,2021-05-20,2022-06-25,289,5.9163304,60.0311803,26.984193,6.511051,2022-07-01 15:00:11,20220701,4,110 -fb-survey,smoothed_wwant_info_covid_variants,day,msa,2021-05-20,2022-06-25,215,8.9517221,55.3597721,27.854011,6.1438722,2022-07-01 15:00:22,20220701,4,110 -fb-survey,smoothed_wwant_info_covid_variants,day,nation,2021-05-20,2022-06-25,1,22.7048749,34.8015595,27.4057197,3.7141623,2022-07-01 15:00:26,20220701,4,110 -fb-survey,smoothed_wwant_info_covid_variants,day,state,2021-05-20,2022-06-25,51,6.6991966,58.6471109,26.3085977,5.4736628,2022-07-01 15:00:33,20220701,4,110 -fb-survey,smoothed_wwant_info_employment,day,county,2021-05-20,2022-06-25,355,1.2708084,43.4376744,13.9642245,4.7943139,2022-07-01 14:59:56,20220701,1,110 -fb-survey,smoothed_wwant_info_employment,day,hrr,2021-05-20,2022-06-25,289,0.9601587,40.0580879,13.1043427,4.4517553,2022-07-01 15:00:11,20220701,4,110 -fb-survey,smoothed_wwant_info_employment,day,msa,2021-05-20,2022-06-25,215,2.0095913,41.7064632,13.3294776,4.1553257,2022-07-01 15:00:22,20220701,4,110 -fb-survey,smoothed_wwant_info_employment,day,nation,2021-05-20,2022-06-25,1,12.448366,15.4840719,13.6531257,0.6712723,2022-07-01 15:00:26,20220701,4,110 -fb-survey,smoothed_wwant_info_employment,day,state,2021-05-20,2022-06-25,51,2.3872098,27.6016744,12.6311235,2.9337623,2022-07-01 15:00:34,20220701,4,110 -fb-survey,smoothed_wwant_info_mental_health,day,county,2021-05-20,2022-06-25,355,2.3491042,46.3749193,18.5940015,5.1881484,2022-07-01 14:59:56,20220701,1,110 -fb-survey,smoothed_wwant_info_mental_health,day,hrr,2021-05-20,2022-06-25,289,2.1985778,46.9791113,17.2598518,4.807292,2022-07-01 15:00:11,20220701,4,110 -fb-survey,smoothed_wwant_info_mental_health,day,msa,2021-05-20,2022-06-25,215,1.9431669,47.4614322,17.8429746,4.4491411,2022-07-01 15:00:22,20220701,4,110 -fb-survey,smoothed_wwant_info_mental_health,day,nation,2021-05-20,2022-06-25,1,15.9678165,19.9677129,17.803888,0.9993642,2022-07-01 15:00:26,20220701,4,110 -fb-survey,smoothed_wwant_info_mental_health,day,state,2021-05-20,2022-06-25,51,2.9363483,46.3749193,16.8558162,3.3298125,2022-07-01 15:00:34,20220701,4,110 -fb-survey,smoothed_wwant_info_none,day,county,2021-05-20,2022-06-25,355,16.5501582,82.2405138,54.2453005,8.4337292,2022-07-01 14:59:56,20220701,1,110 -fb-survey,smoothed_wwant_info_none,day,hrr,2021-05-20,2022-06-25,289,16.4047071,85.5599573,56.7461528,8.2363471,2022-07-01 15:00:11,20220701,4,110 -fb-survey,smoothed_wwant_info_none,day,msa,2021-05-20,2022-06-25,215,22.7590951,82.4896053,55.8203858,7.22966,2022-07-01 15:00:22,20220701,4,110 -fb-survey,smoothed_wwant_info_none,day,nation,2021-05-20,2022-06-25,1,50.215821,59.1416216,55.6319834,2.5283015,2022-07-01 15:00:26,20220701,4,110 -fb-survey,smoothed_wwant_info_none,day,state,2021-05-20,2022-06-25,51,27.563182,83.2953347,57.9695431,6.3063546,2022-07-01 15:00:34,20220701,4,110 -fb-survey,smoothed_wwant_info_relationships,day,county,2021-05-20,2022-06-25,355,0.454955,34.7167506,9.3233291,3.6982645,2022-07-01 14:59:56,20220701,1,110 -fb-survey,smoothed_wwant_info_relationships,day,hrr,2021-05-20,2022-06-25,289,0.3289474,32.7373288,8.4533624,3.3466102,2022-07-01 15:00:11,20220701,4,110 -fb-survey,smoothed_wwant_info_relationships,day,msa,2021-05-20,2022-06-25,215,0.4231536,39.3171652,8.759038,3.1968178,2022-07-01 15:00:22,20220701,4,110 -fb-survey,smoothed_wwant_info_relationships,day,nation,2021-05-20,2022-06-25,1,7.1218982,10.2674231,8.6145216,1.0178285,2022-07-01 15:00:26,20220701,4,110 -fb-survey,smoothed_wwant_info_relationships,day,state,2021-05-20,2022-06-25,51,0.5517402,26.2315663,7.9942383,2.4207866,2022-07-01 15:00:34,20220701,4,110 -fb-survey,smoothed_wwant_info_vaccine_access,day,county,2021-05-20,2022-06-25,355,0.1219361,21.4938234,3.1003567,1.9796343,2022-07-01 14:59:56,20220701,1,110 -fb-survey,smoothed_wwant_info_vaccine_access,day,hrr,2021-05-20,2022-06-25,289,0.1075269,16.9004841,2.8537367,1.8017906,2022-07-01 15:00:11,20220701,4,110 -fb-survey,smoothed_wwant_info_vaccine_access,day,msa,2021-05-20,2022-06-25,215,0.1331817,30.3987418,2.9296704,1.851172,2022-07-01 15:00:22,20220701,4,110 -fb-survey,smoothed_wwant_info_vaccine_access,day,nation,2021-05-20,2022-06-25,1,2.2664813,3.4611316,2.8570513,0.2461644,2022-07-01 15:00:26,20220701,4,110 -fb-survey,smoothed_wwant_info_vaccine_access,day,state,2021-05-20,2022-06-25,51,0.1219361,10.5290937,2.5865831,1.1148775,2022-07-01 15:00:34,20220701,4,110 -fb-survey,smoothed_wwant_info_vaccine_types,day,county,2021-05-20,2022-06-25,355,0.3451439,34.292441,9.2703739,3.4846302,2022-07-01 14:59:56,20220701,1,110 -fb-survey,smoothed_wwant_info_vaccine_types,day,hrr,2021-05-20,2022-06-25,289,0.3448276,33.9369294,8.7436942,3.259631,2022-07-01 15:00:11,20220701,4,110 -fb-survey,smoothed_wwant_info_vaccine_types,day,msa,2021-05-20,2022-06-25,215,0.4226636,37.6360851,8.9183023,3.1873154,2022-07-01 15:00:22,20220701,4,110 -fb-survey,smoothed_wwant_info_vaccine_types,day,nation,2021-05-20,2022-06-25,1,7.6142741,10.9393633,8.9021634,0.6874703,2022-07-01 15:00:26,20220701,4,110 -fb-survey,smoothed_wwant_info_vaccine_types,day,state,2021-05-20,2022-06-25,51,0.3459039,22.67155,8.2462851,2.1658732,2022-07-01 15:00:34,20220701,4,110 -fb-survey,smoothed_wwanted_test_14d,day,county,2020-09-08,2021-08-08,739,0.1587571,41.5185667,7.5925977,4.1336842,2021-08-13 12:55:26,20210813,0,92 -fb-survey,smoothed_wwanted_test_14d,day,hrr,2020-09-08,2021-08-08,306,0.1355014,27.9964178,7.1987494,3.7610783,2021-08-13 12:56:18,20210813,5,92 -fb-survey,smoothed_wwanted_test_14d,day,msa,2020-09-08,2021-08-08,358,0.1587571,36.3557968,7.3513823,3.8123354,2021-08-13 12:56:58,20210813,5,92 -fb-survey,smoothed_wwanted_test_14d,day,nation,2020-09-08,2021-08-08,1,1.4779078,12.1428717,6.611073,3.3730495,2021-08-13 12:57:04,20210813,5,98 -fb-survey,smoothed_wwanted_test_14d,day,state,2020-09-08,2021-08-08,51,0.1976331,23.1824888,6.6375353,3.537193,2021-08-13 12:57:22,20210813,5,92 -fb-survey,smoothed_wwearing_mask,day,county,2020-09-08,2021-02-21,742,46.5246845,99.7326725,88.7819744,6.9900593,2021-03-17 18:42:52,20210317,0,92 -fb-survey,smoothed_wwearing_mask,day,hrr,2020-09-08,2021-02-20,306,44.9625133,99.6774194,86.7584134,7.3901029,2021-03-17 18:42:15,20210317,5,92 -fb-survey,smoothed_wwearing_mask,day,msa,2020-09-08,2021-02-21,359,43.5831097,99.6775583,87.5598281,7.0845001,2021-03-17 18:43:17,20210317,5,92 -fb-survey,smoothed_wwearing_mask,day,nation,2020-09-08,2021-02-22,1,84.3485583,93.2178515,88.8670227,3.1131215,2021-03-17 18:44:10,20210317,5,98 -fb-survey,smoothed_wwearing_mask,day,state,2020-09-08,2021-02-21,51,50.762044,99.5948522,87.2809617,6.9568473,2021-03-17 18:43:24,20210317,5,92 -fb-survey,smoothed_wwearing_mask_7d,day,county,2021-02-09,2022-06-25,662,5.98686,99.7573185,61.80579,23.0183261,2022-07-01 14:59:56,20220701,1,63 -fb-survey,smoothed_wwearing_mask_7d,day,hrr,2021-02-09,2022-06-25,306,4.5437691,99.795082,56.6835861,23.0747418,2022-07-01 15:00:11,20220701,4,63 -fb-survey,smoothed_wwearing_mask_7d,day,msa,2021-02-09,2022-06-25,344,4.0666985,99.7573185,59.6318864,22.7905839,2022-07-01 15:00:22,20220701,4,63 -fb-survey,smoothed_wwearing_mask_7d,day,nation,2021-02-09,2022-06-25,1,29.0033818,92.0933281,59.5204752,18.7918683,2022-07-01 15:00:26,20220701,4,63 -fb-survey,smoothed_wwearing_mask_7d,day,state,2021-02-09,2022-06-25,51,5.8599585,99.5762712,55.8022928,22.959884,2022-07-01 15:00:34,20220701,4,63 -fb-survey,smoothed_wwork_outside_home_1d,day,county,2020-09-08,2021-03-15,831,9.4509317,64.2551351,35.0285712,6.8365381,2021-03-20 11:51:35,20210320,0,92 -fb-survey,smoothed_wwork_outside_home_1d,day,hrr,2020-09-08,2021-03-11,306,14.3288,61.1471406,35.6776456,6.2129467,2021-03-17 18:58:05,20210317,2,92 -fb-survey,smoothed_wwork_outside_home_1d,day,msa,2020-09-08,2021-03-14,370,10.006004,65.7893559,35.8972798,6.6585783,2021-03-19 11:51:48,20210319,1,92 -fb-survey,smoothed_wwork_outside_home_1d,day,nation,2020-09-08,2021-03-18,1,24.3270003,39.1900137,34.6474592,3.6229461,2021-03-23 11:53:46,20210323,2,98 -fb-survey,smoothed_wwork_outside_home_1d,day,state,2020-09-08,2021-03-15,51,9.7034648,57.2831637,35.8318816,5.9256329,2021-03-20 11:52:14,20210320,2,92 -fb-survey,smoothed_wwork_outside_home_indoors_1d,day,county,2021-03-02,2022-06-25,670,9.7798451,69.9875077,39.1239113,6.6479648,2022-07-01 14:59:57,20220701,1,63 -fb-survey,smoothed_wwork_outside_home_indoors_1d,day,hrr,2021-03-02,2022-06-25,306,13.1381872,69.6931906,39.8079887,6.23601,2022-07-01 15:00:11,20220701,4,63 -fb-survey,smoothed_wwork_outside_home_indoors_1d,day,msa,2021-03-02,2022-06-25,349,9.7798451,71.1995787,39.7791789,6.5067048,2022-07-01 15:00:22,20220701,4,63 -fb-survey,smoothed_wwork_outside_home_indoors_1d,day,nation,2021-03-02,2022-06-25,1,27.6726804,43.7207665,39.2049883,2.9440257,2022-07-01 15:00:26,20220701,4,63 -fb-survey,smoothed_wwork_outside_home_indoors_1d,day,state,2021-03-02,2022-06-25,51,13.7594749,60.8604643,40.5472778,5.2836308,2022-07-01 15:00:34,20220701,4,63 -fb-survey,smoothed_wworried_become_ill,day,county,2020-09-08,2021-08-08,739,19.5361406,93.9006459,59.5562444,9.5501101,2021-08-13 12:55:28,20210813,0,92 -fb-survey,smoothed_wworried_become_ill,day,hrr,2020-09-08,2021-08-08,306,22.3139171,86.8522829,57.9492483,9.2887984,2021-08-13 12:56:20,20210813,5,92 -fb-survey,smoothed_wworried_become_ill,day,msa,2020-09-08,2021-08-08,358,19.5361406,93.9006459,58.6357432,9.3591756,2021-08-13 12:56:59,20210813,5,92 -fb-survey,smoothed_wworried_become_ill,day,nation,2020-09-08,2021-08-08,1,35.7184994,70.8400827,55.67588,10.2247137,2021-08-13 12:57:04,20210813,5,98 -fb-survey,smoothed_wworried_become_ill,day,state,2020-09-08,2021-08-08,51,19.6673155,78.9788449,56.1876233,10.1268506,2021-08-13 12:57:22,20210813,5,92 -fb-survey,smoothed_wworried_catch_covid,day,county,2021-05-20,2022-06-25,376,12.4829172,84.2052504,46.7587756,10.8126579,2022-07-01 14:59:57,20220701,1,110 -fb-survey,smoothed_wworried_catch_covid,day,hrr,2021-05-20,2022-06-25,293,11.5162804,84.1507655,43.7524424,10.5488557,2022-07-01 15:00:11,20220701,4,110 -fb-survey,smoothed_wworried_catch_covid,day,msa,2021-05-20,2022-06-25,220,13.7197585,84.2052504,45.0489584,10.1411255,2022-07-01 15:00:22,20220701,4,110 -fb-survey,smoothed_wworried_catch_covid,day,nation,2021-05-20,2022-06-25,1,33.1016879,57.3264887,44.5170577,6.459023,2022-07-01 15:00:26,20220701,4,110 -fb-survey,smoothed_wworried_catch_covid,day,state,2021-05-20,2022-06-25,51,10.8843351,78.59617,41.8433606,9.4276472,2022-07-01 15:00:34,20220701,4,110 -fb-survey,smoothed_wworried_finances,day,county,2020-09-08,2022-06-25,750,11.1143697,83.6218012,41.1647182,8.0881449,2022-07-01 14:59:57,20220701,0,92 -fb-survey,smoothed_wworried_finances,day,hrr,2020-09-08,2022-06-25,306,12.2427033,76.4272193,41.1335091,7.4902084,2022-07-01 15:00:11,20220701,4,92 -fb-survey,smoothed_wworried_finances,day,msa,2020-09-08,2022-06-25,360,13.1044873,83.6218012,41.2964627,7.7953364,2022-07-01 15:00:22,20220701,4,92 -fb-survey,smoothed_wworried_finances,day,nation,2020-09-08,2022-06-25,1,36.1576239,50.5120064,41.1379765,3.9146201,2022-07-01 15:00:26,20220701,4,98 -fb-survey,smoothed_wworried_finances,day,state,2020-09-08,2022-06-25,51,18.9410484,58.378139,39.9359039,5.5342188,2022-07-01 15:00:34,20220701,4,92 -fb-survey,smoothed_wworried_vaccine_side_effects,day,county,2021-01-13,2022-06-25,722,15.0713634,86.347618,53.2623794,14.7692205,2022-07-01 14:59:57,20220701,1,63 -fb-survey,smoothed_wworried_vaccine_side_effects,day,hrr,2021-01-13,2022-06-25,306,21.06384,89.8120578,59.8813023,13.4791837,2022-07-01 15:00:12,20220701,4,63 -fb-survey,smoothed_wworried_vaccine_side_effects,day,msa,2021-01-13,2022-06-25,359,19.229984,87.642629,55.2390122,14.4232621,2022-07-01 15:00:22,20220701,4,63 -fb-survey,smoothed_wworried_vaccine_side_effects,day,nation,2021-01-13,2022-06-25,1,38.6339196,72.2343997,65.5906145,9.0739766,2022-07-01 15:00:26,20220701,2,63 -fb-survey,smoothed_wworried_vaccine_side_effects,day,state,2021-01-13,2022-06-25,51,23.0894615,85.903338,64.6252616,10.8323669,2022-07-01 15:00:34,20220701,4,63 -ght,raw_search,day,dma,2020-02-01,2021-03-04,210,0.0,1565.76200417525,20.9482376,65.2674025,2021-03-08 13:51:23,20210308,2,95 -ght,raw_search,day,hrr,2020-02-01,2021-03-04,306,0.0,1410.08842302,21.9186474,49.0164187,2021-03-08 13:51:23,20210308,2,95 -ght,raw_search,day,msa,2020-02-01,2021-03-04,381,0.0,1565.76200417525,22.1626516,55.1958568,2021-03-08 13:51:24,20210308,2,95 -ght,raw_search,day,state,2020-02-01,2021-03-04,51,0.0,530.20464784,20.8002893,34.0252416,2021-03-08 13:51:24,20210308,2,95 -ght,smoothed_search,day,dma,2020-02-01,2021-03-04,210,0.0,1527.49490835,21.6425026,49.2963765,2021-03-08 13:51:23,20210308,2,95 -ght,smoothed_search,day,hrr,2020-02-01,2021-03-04,306,0.0,1410.08842302,22.2032196,38.1130556,2021-03-08 13:51:23,20210308,2,95 -ght,smoothed_search,day,msa,2020-02-01,2021-03-04,381,0.0,1527.49490835,22.6439253,41.9518625,2021-03-08 13:51:24,20210308,2,95 -ght,smoothed_search,day,state,2020-02-01,2021-03-04,51,0.0,530.20464784,21.0425576,27.779224,2021-03-08 13:51:24,20210308,2,95 -google-survey,raw_cli,day,county,2020-04-11,2020-05-14,649,0.409836065573771,35.423894886623,7.5642062,2.3033009,2020-05-15 14:51:20,20200516,1,27 -google-survey,raw_cli,day,hrr,2020-04-11,2020-05-14,282,0.78125,23.8735267431388,7.5031418,2.1662551,2020-05-15 14:51:20,20200516,2,27 -google-survey,raw_cli,day,msa,2020-04-11,2020-05-14,324,0.0,20.2898257604082,7.41813,2.0245724,2020-05-15 14:51:20,20200516,2,27 -google-survey,raw_cli,day,state,2020-04-11,2020-05-14,51,2.17391304347826,18.787540792796,7.2286506,1.740113,2020-05-15 14:51:20,20200516,2,27 -google-survey,smoothed_cli,day,county,2020-04-11,2020-05-14,649,0.880545893794213,28.749996064143,7.5262832,2.1496115,2020-05-15 14:51:20,20200516,1,27 -google-survey,smoothed_cli,day,hrr,2020-04-11,2020-05-14,282,3.7019332071209,22.726557194704,7.5733011,2.0361627,2020-05-15 14:51:20,20200516,2,27 -google-survey,smoothed_cli,day,msa,2020-04-11,2020-05-14,324,3.01822323462415,19.1367838167457,7.4565365,1.7716232,2020-05-15 14:51:20,20200516,2,27 -google-survey,smoothed_cli,day,state,2020-04-11,2020-05-14,51,3.64100926221654,18.1033479398524,7.1670572,1.7637356,2020-05-15 14:51:20,20200516,2,27 -google-symptoms,ageusia_raw_search,day,county,2020-02-13,2022-01-20,92,0.02,2.8,0.1628996,0.1148612,2022-01-24 14:03:00,20220124,4,336 -google-symptoms,ageusia_raw_search,day,hhs,2020-02-14,2022-01-20,10,0.0131270807702595,1.2480681700533858,0.140034,0.0911828,2022-01-24 14:03:00,20220124,4,669 -google-symptoms,ageusia_raw_search,day,hrr,2020-02-13,2022-01-20,106,7.070846583878629e-07,2.1978302516782264,0.0903941,0.0964045,2022-01-24 14:03:00,20220124,4,336 -google-symptoms,ageusia_raw_search,day,msa,2020-02-13,2022-01-20,54,0.003390280129528332,1.4696504092228102,0.1162842,0.0898667,2022-01-24 14:03:01,20220124,4,336 -google-symptoms,ageusia_raw_search,day,nation,2020-02-14,2022-01-20,1,0.0298998387351133,0.5080993582433261,0.1514058,0.0756495,2022-01-24 14:03:01,20220124,4,669 -google-symptoms,ageusia_raw_search,day,state,2020-02-13,2022-01-20,43,0.02,1.6,0.1737928,0.1028339,2022-01-24 14:03:01,20220124,4,336 -google-symptoms,ageusia_smoothed_search,day,county,2020-02-20,2022-01-20,92,0.032857142857142856,2.0014285714285713,0.1793956,0.1175762,2022-01-24 14:03:00,20220124,3,329 -google-symptoms,ageusia_smoothed_search,day,hhs,2020-02-20,2022-01-20,10,0.0179084404925376,0.9134917551559588,0.1412503,0.0881181,2022-01-24 14:03:00,20220124,4,663 -google-symptoms,ageusia_smoothed_search,day,hrr,2020-02-20,2022-01-20,106,6.575606920968502e-06,1.9360977520295874,0.0996178,0.097535,2022-01-24 14:03:00,20220124,3,329 -google-symptoms,ageusia_smoothed_search,day,msa,2020-02-20,2022-01-20,54,0.012888080770378096,1.1303163980678963,0.1252972,0.0908501,2022-01-24 14:03:01,20220124,3,329 -google-symptoms,ageusia_smoothed_search,day,nation,2020-02-20,2022-01-20,1,0.0338719602832891,0.3869580463385803,0.151751,0.0732171,2022-01-24 14:03:01,20220124,4,663 -google-symptoms,ageusia_smoothed_search,day,state,2020-02-20,2022-01-20,43,0.03428571428571429,1.18,0.1775286,0.1007419,2022-01-24 14:03:01,20220124,3,329 -google-symptoms,anosmia_raw_search,day,county,2020-02-13,2022-01-20,109,0.03,6.57,0.2204089,0.1742904,2022-01-24 14:03:00,20220124,4,336 -google-symptoms,anosmia_raw_search,day,hhs,2020-02-14,2022-01-20,10,0.0173693227372303,2.7200165442391304,0.1945913,0.1329324,2022-01-24 14:03:00,20220124,4,669 -google-symptoms,anosmia_raw_search,day,hrr,2020-02-13,2022-01-20,115,5.656677267102902e-07,4.9685954785081545,0.1306022,0.139857,2022-01-24 14:03:01,20220124,4,336 -google-symptoms,anosmia_raw_search,day,msa,2020-02-13,2022-01-20,64,0.008836151767567543,3.132953842235674,0.1635651,0.1279177,2022-01-24 14:03:01,20220124,4,336 -google-symptoms,anosmia_raw_search,day,nation,2020-02-14,2022-01-20,1,0.0438656821358702,1.29733135353733,0.2050263,0.1108735,2022-01-24 14:03:01,20220124,4,669 -google-symptoms,anosmia_raw_search,day,state,2020-02-13,2022-01-20,44,0.03,3.47,0.2254759,0.1390483,2022-01-24 14:03:01,20220124,4,336 -google-symptoms,anosmia_smoothed_search,day,county,2020-02-20,2022-01-20,109,0.041428571428571426,3.762857142857143,0.2360233,0.1638776,2022-01-24 14:03:00,20220124,3,329 -google-symptoms,anosmia_smoothed_search,day,hhs,2020-02-20,2022-01-20,10,0.0273448966120518,1.787173096021979,0.1953557,0.1200617,2022-01-24 14:03:00,20220124,4,663 -google-symptoms,anosmia_smoothed_search,day,hrr,2020-02-20,2022-01-20,115,5.873357638146623e-06,3.3597563656479172,0.1382351,0.1334759,2022-01-24 14:03:01,20220124,3,329 -google-symptoms,anosmia_smoothed_search,day,msa,2020-02-20,2022-01-20,64,0.017221895862723442,2.1852318317670267,0.1714624,0.1203665,2022-01-24 14:03:01,20220124,3,329 -google-symptoms,anosmia_smoothed_search,day,nation,2020-02-20,2022-01-20,1,0.0488230407808455,0.7001163446093951,0.2054266,0.0978696,2022-01-24 14:03:01,20220124,4,663 -google-symptoms,anosmia_smoothed_search,day,state,2020-02-20,2022-01-20,44,0.044285714285714275,2.307142857142857,0.2293551,0.1254468,2022-01-24 14:03:01,20220124,3,329 -google-symptoms,s01_raw_search,day,county,2020-02-14,2024-07-13,1523,0.145,41.7575,1.4458065,0.6029111,2024-07-17 13:15:29,20240717,4,738 -google-symptoms,s01_raw_search,day,hhs,2020-02-14,2024-07-13,10,0.5629032,4.8329906,1.5626725,0.5987219,2024-07-17 13:15:33,20240717,4,738 -google-symptoms,s01_raw_search,day,hrr,2020-02-14,2024-07-13,306,0.0025898,5.9852293,1.2959006,0.5858162,2024-07-17 13:15:33,20240717,4,738 -google-symptoms,s01_raw_search,day,msa,2020-02-14,2024-07-13,384,0.1525,6.8110606,1.3936503,0.5849853,2024-07-17 13:15:35,20240717,4,738 -google-symptoms,s01_raw_search,day,nation,2020-02-14,2024-07-13,1,0.7398929,4.3968376,1.613721,0.5701939,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,s01_raw_search,day,state,2020-02-14,2024-07-13,51,0.345,5.4375,1.5659896,0.6261226,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,s01_smoothed_search,day,county,2020-02-20,2024-07-13,1523,0.0,19.3282143,1.3457387,0.6052145,2024-07-17 13:15:29,20240717,4,732 -google-symptoms,s01_smoothed_search,day,hhs,2020-02-20,2024-07-13,10,0.6021712,4.5579379,1.5626276,0.5918432,2024-07-17 13:15:33,20240717,4,732 -google-symptoms,s01_smoothed_search,day,hrr,2020-02-20,2024-07-13,306,0.0,5.454187,1.2737633,0.5905242,2024-07-17 13:15:34,20240717,4,732 -google-symptoms,s01_smoothed_search,day,msa,2020-02-20,2024-07-13,384,0.0,5.4585924,1.3693011,0.5858352,2024-07-17 13:15:35,20240717,4,732 -google-symptoms,s01_smoothed_search,day,nation,2020-02-20,2024-07-13,1,0.7624728,4.1780875,1.6137093,0.5635924,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,s01_smoothed_search,day,state,2020-02-20,2024-07-13,51,0.3928571,5.1821429,1.5659408,0.617283,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,s02_raw_search,day,county,2020-02-14,2024-07-13,2082,0.1933333,15.23,1.9736893,0.9636114,2024-07-17 13:15:29,20240717,4,738 -google-symptoms,s02_raw_search,day,hhs,2020-02-14,2024-07-13,10,0.9644648,10.2016334,2.3780304,0.9261871,2024-07-17 13:15:33,20240717,4,738 -google-symptoms,s02_raw_search,day,hrr,2020-02-14,2024-07-13,306,0.0619654,11.9665981,2.0572122,0.9312176,2024-07-17 13:15:34,20240717,4,738 -google-symptoms,s02_raw_search,day,msa,2020-02-14,2024-07-13,384,0.2189365,12.1074102,2.1978484,0.9426042,2024-07-17 13:15:35,20240717,4,738 -google-symptoms,s02_raw_search,day,nation,2020-02-14,2024-07-13,1,1.2120147,9.6328876,2.4306044,0.8874711,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,s02_raw_search,day,state,2020-02-14,2024-07-13,51,0.545,11.955,2.403114,0.9693,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,s02_smoothed_search,day,county,2020-02-20,2024-07-13,2082,0.0,9.8964286,1.7974889,0.9874446,2024-07-17 13:15:30,20240717,3,732 -google-symptoms,s02_smoothed_search,day,hhs,2020-02-20,2024-07-13,10,0.9898071,8.5374392,2.3779637,0.911629,2024-07-17 13:15:33,20240717,4,732 -google-symptoms,s02_smoothed_search,day,hrr,2020-02-20,2024-07-13,306,0.0,9.8010037,2.0227886,0.9385257,2024-07-17 13:15:34,20240717,4,732 -google-symptoms,s02_smoothed_search,day,msa,2020-02-20,2024-07-13,384,0.0,9.805927,2.1610385,0.9473767,2024-07-17 13:15:35,20240717,4,732 -google-symptoms,s02_smoothed_search,day,nation,2020-02-20,2024-07-13,1,1.2745183,8.0950094,2.4306106,0.8739282,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,s02_smoothed_search,day,state,2020-02-20,2024-07-13,51,0.6290476,9.7983333,2.4029937,0.9524848,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,s03_raw_search,day,county,2020-02-14,2024-07-13,1556,0.114,9.344,0.863376,0.3517303,2024-07-17 13:15:31,20240717,4,738 -google-symptoms,s03_raw_search,day,hhs,2020-02-14,2024-07-13,10,0.4449867,5.0817512,0.9618082,0.3212215,2024-07-17 13:15:33,20240717,4,738 -google-symptoms,s03_raw_search,day,hrr,2020-02-14,2024-07-13,306,0.0020661,6.7535321,0.7632649,0.348486,2024-07-17 13:15:34,20240717,4,738 -google-symptoms,s03_raw_search,day,msa,2020-02-14,2024-07-13,384,0.0770901,6.5204411,0.8108243,0.3297275,2024-07-17 13:15:35,20240717,4,738 -google-symptoms,s03_raw_search,day,nation,2020-02-14,2024-07-13,1,0.568635,4.557349,0.9806504,0.3004047,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,s03_raw_search,day,state,2020-02-14,2024-07-13,51,0.258,6.32,0.953399,0.3397813,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,s03_smoothed_search,day,county,2020-02-20,2024-07-13,1556,0.0,5.3408571,0.7453625,0.3538509,2024-07-17 13:15:31,20240717,3,732 -google-symptoms,s03_smoothed_search,day,hhs,2020-02-20,2024-07-13,10,0.4821263,3.9093147,0.9618966,0.3105097,2024-07-17 13:15:33,20240717,4,732 -google-symptoms,s03_smoothed_search,day,hrr,2020-02-20,2024-07-13,306,0.0,4.9255751,0.7505019,0.3456565,2024-07-17 13:15:34,20240717,4,732 -google-symptoms,s03_smoothed_search,day,msa,2020-02-20,2024-07-13,384,0.0,4.7907217,0.7964956,0.3230314,2024-07-17 13:15:35,20240717,4,732 -google-symptoms,s03_smoothed_search,day,nation,2020-02-20,2024-07-13,1,0.6007511,3.6128182,0.9807975,0.2906154,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,s03_smoothed_search,day,state,2020-02-20,2024-07-13,51,0.2945714,4.5048571,0.953463,0.3267243,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,s04_raw_search,day,county,2020-02-14,2024-07-13,1031,0.0525,3.93,0.4827724,0.2070064,2024-07-17 13:15:31,20240717,4,738 -google-symptoms,s04_raw_search,day,hhs,2020-02-14,2024-07-13,10,0.2403526,1.7477591,0.6571675,0.17183,2024-07-17 13:15:33,20240717,4,738 -google-symptoms,s04_raw_search,day,hrr,2020-02-14,2024-07-13,305,6.5e-05,3.8307638,0.4429192,0.2129804,2024-07-17 13:15:34,20240717,4,738 -google-symptoms,s04_raw_search,day,msa,2020-02-14,2024-07-13,383,0.0289013,3.8388485,0.491735,0.2000115,2024-07-17 13:15:35,20240717,4,738 -google-symptoms,s04_raw_search,day,nation,2020-02-14,2024-07-13,1,0.3475773,1.6138886,0.6691913,0.1556553,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,s04_raw_search,day,state,2020-02-14,2024-07-13,51,0.09875,1.98125,0.6652702,0.190865,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,s04_smoothed_search,day,county,2020-02-20,2024-07-13,1031,0.0,1.9792857,0.4275826,0.2233178,2024-07-17 13:15:32,20240717,4,732 -google-symptoms,s04_smoothed_search,day,hhs,2020-02-20,2024-07-13,10,0.302677,1.633269,0.657328,0.1624917,2024-07-17 13:15:33,20240717,4,732 -google-symptoms,s04_smoothed_search,day,hrr,2020-02-20,2024-07-13,305,0.0,1.9341105,0.4332943,0.2118484,2024-07-17 13:15:34,20240717,4,732 -google-symptoms,s04_smoothed_search,day,msa,2020-02-20,2024-07-13,383,0.0,1.9757143,0.4760023,0.1972503,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,s04_smoothed_search,day,nation,2020-02-20,2024-07-13,1,0.4146152,1.5291331,0.669355,0.1457618,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,s04_smoothed_search,day,state,2020-02-20,2024-07-13,51,0.2210714,1.8407143,0.6654414,0.1792661,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,s05_raw_search,day,county,2020-02-14,2024-07-13,114,0.0066667,3.32,0.1073134,0.0870051,2024-07-17 13:15:32,20240717,4,738 -google-symptoms,s05_raw_search,day,hhs,2020-02-14,2024-07-13,10,0.0043757,1.429934,0.1045632,0.0712873,2024-07-17 13:15:33,20240717,4,738 -google-symptoms,s05_raw_search,day,hrr,2020-02-14,2024-07-13,118,3e-07,2.5509742,0.064284,0.0702217,2024-07-17 13:15:34,20240717,4,738 -google-symptoms,s05_raw_search,day,msa,2020-02-14,2024-07-13,65,0.0017701,1.653679,0.0801509,0.0668067,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,s05_raw_search,day,nation,2020-02-14,2024-07-13,1,0.0197424,0.6667448,0.1108536,0.064888,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,s05_raw_search,day,state,2020-02-14,2024-07-13,45,0.01,1.8233333,0.1201437,0.0799874,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,s05_smoothed_search,day,county,2020-02-20,2024-07-13,114,0.0,2.0214286,0.0923442,0.0829948,2024-07-17 13:15:32,20240717,3,732 -google-symptoms,s05_smoothed_search,day,hhs,2020-02-20,2024-07-13,10,0.0,1.0099765,0.1044928,0.0690878,2024-07-17 13:15:33,20240717,4,732 -google-symptoms,s05_smoothed_search,day,hrr,2020-02-20,2024-07-13,118,0.0,1.9636653,0.0583359,0.0665195,2024-07-17 13:15:34,20240717,4,732 -google-symptoms,s05_smoothed_search,day,msa,2020-02-20,2024-07-13,65,0.0,1.2305151,0.0703972,0.0640411,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,s05_smoothed_search,day,nation,2020-02-20,2024-07-13,1,0.0222244,0.4012052,0.1111188,0.0629392,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,s05_smoothed_search,day,state,2020-02-20,2024-07-13,45,0.0,1.2985714,0.1023828,0.0811467,2024-07-17 13:15:36,20240717,3,732 -google-symptoms,s06_raw_search,day,county,2020-02-14,2024-07-13,869,0.0733333,3.8166667,0.7171405,0.2509621,2024-07-17 13:15:32,20240717,4,738 -google-symptoms,s06_raw_search,day,hhs,2020-02-14,2024-07-13,10,0.3065122,1.9331217,0.7831431,0.2417782,2024-07-17 13:15:33,20240717,4,738 -google-symptoms,s06_raw_search,day,hrr,2020-02-14,2024-07-13,304,8.36e-05,2.6907692,0.5563906,0.2612786,2024-07-17 13:15:34,20240717,4,738 -google-symptoms,s06_raw_search,day,msa,2020-02-14,2024-07-13,379,0.0698392,3.6766667,0.6513573,0.2451345,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,s06_raw_search,day,nation,2020-02-14,2024-07-13,1,0.3923812,1.7562711,0.8039715,0.2280758,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,s06_raw_search,day,state,2020-02-14,2024-07-13,51,0.1533333,2.2033333,0.7768827,0.2577945,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,s06_smoothed_search,day,county,2020-02-20,2024-07-13,869,0.0,2.942381,0.6715739,0.2519801,2024-07-17 13:15:32,20240717,4,732 -google-symptoms,s06_smoothed_search,day,hhs,2020-02-20,2024-07-13,10,0.3288689,1.804973,0.783512,0.2387222,2024-07-17 13:15:33,20240717,4,732 -google-symptoms,s06_smoothed_search,day,hrr,2020-02-20,2024-07-13,304,0.0,2.4442007,0.5435988,0.263496,2024-07-17 13:15:34,20240717,4,732 -google-symptoms,s06_smoothed_search,day,msa,2020-02-20,2024-07-13,379,0.0,2.942381,0.6269093,0.2474402,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,s06_smoothed_search,day,nation,2020-02-20,2024-07-13,1,0.4007222,1.5691818,0.8043518,0.2252896,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,s06_smoothed_search,day,state,2020-02-20,2024-07-13,51,0.1852381,2.0328571,0.7772562,0.2522011,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,scontrol_raw_search,day,county,2020-02-14,2024-07-13,1438,0.25,14.124,3.3171389,1.0021697,2024-07-17 13:15:32,20240717,4,738 -google-symptoms,scontrol_raw_search,day,hhs,2020-02-14,2024-07-13,10,2.097142,10.5574026,3.561163,0.4858404,2024-07-17 13:15:33,20240717,4,738 -google-symptoms,scontrol_raw_search,day,hrr,2020-02-14,2024-07-13,306,0.0535164,12.348618,3.1551263,0.8088133,2024-07-17 13:15:34,20240717,4,738 -google-symptoms,scontrol_raw_search,day,msa,2020-02-14,2024-07-13,384,0.2728576,14.124,3.529657,0.7122945,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,scontrol_raw_search,day,nation,2020-02-14,2024-07-13,1,2.6600321,9.6695483,3.6656477,0.3549504,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,scontrol_raw_search,day,state,2020-02-14,2024-07-13,51,1.386,12.48,3.6053961,0.5999558,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,scontrol_smoothed_search,day,county,2020-02-20,2024-07-13,1438,0.0,7.4088571,3.2498719,0.9947871,2024-07-17 13:15:33,20240717,4,732 -google-symptoms,scontrol_smoothed_search,day,hhs,2020-02-20,2024-07-13,10,2.1692694,6.0588907,3.5622185,0.4422332,2024-07-17 13:15:33,20240717,4,732 -google-symptoms,scontrol_smoothed_search,day,hrr,2020-02-20,2024-07-13,306,0.0,6.844638,3.1042179,0.8640953,2024-07-17 13:15:35,20240717,4,732 -google-symptoms,scontrol_smoothed_search,day,msa,2020-02-20,2024-07-13,384,0.0,7.3748571,3.4726074,0.7844,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,scontrol_smoothed_search,day,nation,2020-02-20,2024-07-13,1,2.7735218,5.4817889,3.6667235,0.2933651,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,scontrol_smoothed_search,day,state,2020-02-20,2024-07-13,51,1.4714286,6.9245714,3.6065001,0.5602287,2024-07-17 13:15:37,20240717,4,732 -google-symptoms,sum_anosmia_ageusia_raw_search,day,county,2020-02-13,2022-01-20,109,0.03,9.370000000000001,0.3426697,0.2744206,2022-01-24 14:03:00,20220124,4,336 -google-symptoms,sum_anosmia_ageusia_raw_search,day,hhs,2020-02-14,2022-01-20,10,0.0173693227372303,3.968084714292517,0.3342102,0.2173844,2022-01-24 14:03:00,20220124,4,669 -google-symptoms,sum_anosmia_ageusia_raw_search,day,hrr,2020-02-13,2022-01-20,115,7.070846583878629e-07,7.166425730186382,0.2073388,0.2238387,2022-01-24 14:03:01,20220124,4,336 -google-symptoms,sum_anosmia_ageusia_raw_search,day,msa,2020-02-13,2022-01-20,64,0.010383161866232391,4.602604251458484,0.2531459,0.2000587,2022-01-24 14:03:01,20220124,4,336 -google-symptoms,sum_anosmia_ageusia_raw_search,day,nation,2020-02-14,2022-01-20,1,0.0765355929387654,1.8054307117806556,0.3564321,0.1798115,2022-01-24 14:03:01,20220124,4,669 -google-symptoms,sum_anosmia_ageusia_raw_search,day,state,2020-02-13,2022-01-20,44,0.03,5.07,0.3827677,0.23348,2022-01-24 14:03:01,20220124,4,336 -google-symptoms,sum_anosmia_ageusia_smoothed_search,day,county,2020-02-20,2022-01-20,109,0.04999999999999999,5.484285714285714,0.3699355,0.2612152,2022-01-24 14:03:00,20220124,3,329 -google-symptoms,sum_anosmia_ageusia_smoothed_search,day,hhs,2020-02-20,2022-01-20,10,0.0423773980448919,2.7006648511779376,0.3352803,0.2044591,2022-01-24 14:03:00,20220124,4,663 -google-symptoms,sum_anosmia_ageusia_smoothed_search,day,hrr,2020-02-20,2022-01-20,115,8.107787174398055e-06,5.295854117677505,0.2186379,0.2170476,2022-01-24 14:03:01,20220124,3,329 -google-symptoms,sum_anosmia_ageusia_smoothed_search,day,msa,2020-02-20,2022-01-20,64,0.01847196972373093,3.3155482298349233,0.2682165,0.1921036,2022-01-24 14:03:01,20220124,3,329 -google-symptoms,sum_anosmia_ageusia_smoothed_search,day,nation,2020-02-20,2022-01-20,1,0.0830425325246353,1.0206403040899057,0.3571776,0.1669782,2022-01-24 14:03:01,20220124,4,663 -google-symptoms,sum_anosmia_ageusia_smoothed_search,day,state,2020-02-20,2022-01-20,44,0.051428571428571435,3.487142857142857,0.3951061,0.2187848,2022-01-24 14:03:01,20220124,3,329 -hhs,confirmed_admissions_covid_1d,day,hhs,2019-12-31,2024-04-26,10,0.0,5435.0,461.1311591,633.5614487,2024-05-04 18:12:32,20240504,3,1199 -hhs,confirmed_admissions_covid_1d,day,nation,2019-12-31,2024-04-26,1,0.0,23473.0,4540.0417986,4189.309632,2024-05-04 18:12:32,20240504,8,1199 -hhs,confirmed_admissions_covid_1d,day,state,2019-12-31,2024-04-26,54,0.0,2580.0,96.1909912,179.0364888,2024-05-04 18:12:32,20240504,2,1199 -hhs,confirmed_admissions_covid_1d_7dav,day,hhs,2020-01-06,2024-04-26,10,0.0,5048.4285714,462.7522463,629.8128073,2024-05-04 18:12:32,20240504,4,1193 -hhs,confirmed_admissions_covid_1d_7dav,day,nation,2020-01-06,2024-04-26,1,0.0,21996.7142857,4555.7389883,4155.626106,2024-05-04 18:12:32,20240504,8,1193 -hhs,confirmed_admissions_covid_1d_7dav,day,state,2020-01-06,2024-04-26,54,-2.18873,2402.8571429,96.0135017,177.278203,2024-05-04 18:12:32,20240504,2,1193 -hhs,confirmed_admissions_covid_1d_prop,day,hhs,2019-12-31,2024-04-26,10,0.0,9.2921323,1.3065361,1.3107456,2024-05-04 18:12:32,20240504,3,1199 -hhs,confirmed_admissions_covid_1d_prop,day,nation,2019-12-31,2024-04-26,1,0.0,7.0411442,1.3624152,1.2563057,2024-05-04 18:12:32,20240504,8,1199 -hhs,confirmed_admissions_covid_1d_prop,day,state,2019-12-31,2024-04-26,54,0.0,30.6201481,1.4766189,1.5482264,2024-05-04 18:12:32,20240504,2,1199 -hhs,confirmed_admissions_covid_1d_prop_7dav,day,hhs,2020-01-06,2024-04-26,10,0.0,8.4438675,1.3107632,1.2970562,2024-05-04 18:12:32,20240504,5,1193 -hhs,confirmed_admissions_covid_1d_prop_7dav,day,nation,2020-01-06,2024-04-26,1,0.0,6.598306,1.3669301,1.2463811,2024-05-04 18:12:32,20240504,8,1193 -hhs,confirmed_admissions_covid_1d_prop_7dav,day,state,2020-01-06,2024-04-26,54,-0.0587884,13.5606169,1.4799905,1.5007705,2024-05-04 18:12:32,20240504,2,1193 -hhs,confirmed_admissions_influenza_1d,day,hhs,2019-12-31,2024-04-26,10,0.0,1020.0,36.3701512,81.5215794,2024-05-04 18:12:32,20240504,2,1199 -hhs,confirmed_admissions_influenza_1d,day,nation,2019-12-31,2024-04-26,1,0.0,4139.0,358.050665,667.4539517,2024-05-04 18:12:32,20240504,8,1199 -hhs,confirmed_admissions_influenza_1d,day,state,2019-12-31,2024-04-26,54,0.0,527.0,8.079549,22.3643642,2024-05-04 18:12:32,20240504,2,1199 -hhs,confirmed_admissions_influenza_1d_7dav,day,hhs,2020-01-06,2024-04-26,10,0.0,824.4285714,36.4463386,80.8724694,2024-05-04 18:12:32,20240504,2,1193 -hhs,confirmed_admissions_influenza_1d_7dav,day,nation,2020-01-06,2024-04-26,1,0.0,3810.4285714,358.8049224,664.1485754,2024-05-04 18:12:32,20240504,8,1193 -hhs,confirmed_admissions_influenza_1d_7dav,day,state,2020-01-06,2024-04-26,54,-235.7730334,466.7142857,7.9743098,22.2495347,2024-05-04 18:12:32,20240504,2,1193 -hhs,confirmed_admissions_influenza_1d_prop,day,hhs,2019-12-31,2024-04-26,10,0.0,2.1320358,0.1081863,0.2206152,2024-05-04 18:12:32,20240504,2,1199 -hhs,confirmed_admissions_influenza_1d_prop,day,nation,2019-12-31,2024-04-26,1,0.0,1.2415667,0.1074078,0.2002126,2024-05-04 18:12:32,20240504,8,1199 -hhs,confirmed_admissions_influenza_1d_prop,day,state,2019-12-31,2024-04-26,54,0.0,3.4666547,0.1327134,0.2825847,2024-05-04 18:12:32,20240504,2,1199 -hhs,confirmed_admissions_influenza_1d_prop_7dav,day,hhs,2020-01-06,2024-04-26,10,0.0,1.887586,0.1084012,0.2181674,2024-05-04 18:12:32,20240504,2,1193 -hhs,confirmed_admissions_influenza_1d_prop_7dav,day,nation,2020-01-06,2024-04-26,1,0.0,1.1430059,0.1076326,0.1992218,2024-05-04 18:12:32,20240504,8,1193 -hhs,confirmed_admissions_influenza_1d_prop_7dav,day,state,2020-01-06,2024-04-26,54,-7.5128606,3.1329084,0.1299443,0.289478,2024-05-04 18:12:32,20240504,2,1193 -hhs,sum_confirmed_suspected_admissions_covid_1d,day,hhs,2019-12-31,2024-04-26,10,0.0,6806.0,839.2928728,929.1560226,2024-05-04 18:12:32,20240504,4,1199 -hhs,sum_confirmed_suspected_admissions_covid_1d,day,nation,2019-12-31,2024-04-26,1,0.0,30339.0,8263.2216593,6137.0740488,2024-05-04 18:12:32,20240504,8,1199 -hhs,sum_confirmed_suspected_admissions_covid_1d,day,state,2019-12-31,2024-04-26,54,0.0,3336.0,176.9070707,270.2597076,2024-05-04 18:12:32,20240504,2,1199 -hhs,sum_confirmed_suspected_admissions_covid_1d_7dav,day,hhs,2020-01-06,2024-04-26,10,0.0,6255.1428571,842.0457741,921.1235546,2024-05-04 18:12:32,20240504,5,1193 -hhs,sum_confirmed_suspected_admissions_covid_1d_7dav,day,nation,2020-01-06,2024-04-26,1,0.0,28260.7142857,8289.8381618,6066.4615525,2024-05-04 18:12:32,20240504,8,1193 -hhs,sum_confirmed_suspected_admissions_covid_1d_7dav,day,state,2020-01-06,2024-04-26,54,-1947060.9047407,3031.2857143,-295.5559628,21361.3282651,2024-05-04 18:12:32,20240504,2,1193 -hhs,sum_confirmed_suspected_admissions_covid_1d_prop,day,hhs,2019-12-31,2024-04-26,10,0.0,11.2926069,2.4350865,1.9583555,2024-05-04 18:12:32,20240504,4,1199 -hhs,sum_confirmed_suspected_admissions_covid_1d_prop,day,nation,2019-12-31,2024-04-26,1,0.0,9.1007231,2.4797186,1.8400811,2024-05-04 18:12:32,20240504,8,1199 -hhs,sum_confirmed_suspected_admissions_covid_1d_prop,day,state,2019-12-31,2024-04-26,54,0.0,112.4449151,2.8111772,2.6390245,2024-05-04 18:12:32,20240504,2,1199 -hhs,sum_confirmed_suspected_admissions_covid_1d_prop_7dav,day,hhs,2020-01-06,2024-04-26,10,0.0,10.5333585,2.442418,1.9278248,2024-05-04 18:12:32,20240504,5,1193 -hhs,sum_confirmed_suspected_admissions_covid_1d_prop_7dav,day,nation,2020-01-06,2024-04-26,1,0.0,8.4773043,2.487346,1.8193067,2024-05-04 18:12:32,20240504,8,1193 -hhs,sum_confirmed_suspected_admissions_covid_1d_prop_7dav,day,state,2020-01-06,2024-04-26,54,-28244.5801805,51.476778,-8.4047634,422.0103505,2024-05-04 18:12:32,20240504,2,1193 -hospital-admissions,smoothed_adj_covid19,day,county,2020-02-01,2020-09-27,1135,0.046381,89.490451,4.9874457,5.9539161,2020-09-30 23:37:22,20200930,3,150 -hospital-admissions,smoothed_adj_covid19,day,hrr,2020-02-01,2020-09-27,292,0.033958,48.498128,4.7894585,5.3017575,2020-09-30 23:37:22,20200930,3,150 -hospital-admissions,smoothed_adj_covid19,day,msa,2020-02-01,2020-09-27,329,0.024278,54.758257,4.8585652,5.4583597,2020-09-30 23:37:22,20200930,3,150 -hospital-admissions,smoothed_adj_covid19,day,state,2020-02-01,2020-09-27,51,0.013853,33.703258,5.0163537,4.901157,2020-09-30 23:37:22,20200930,3,150 -hospital-admissions,smoothed_adj_covid19_from_claims,day,county,2020-02-01,2024-07-12,1177,0.039949,92.932609,3.1722823,4.694149,2024-07-17 05:25:37,20240716,3,1627 -hospital-admissions,smoothed_adj_covid19_from_claims,day,hhs,2020-02-01,2024-07-12,10,0.01194,30.98829,2.9154075,3.4358447,2024-07-17 05:25:37,20240716,4,1627 -hospital-admissions,smoothed_adj_covid19_from_claims,day,hrr,2020-02-01,2024-07-12,299,0.037466,48.579963,3.1296706,4.3537278,2024-07-17 05:25:37,20240716,4,1627 -hospital-admissions,smoothed_adj_covid19_from_claims,day,msa,2020-02-01,2024-07-12,359,0.038978,92.191139,3.1640435,4.6620124,2024-07-17 05:25:37,20240716,4,1627 -hospital-admissions,smoothed_adj_covid19_from_claims,day,nation,2020-02-01,2024-07-12,1,0.020735,13.848815,3.1675374,3.2341658,2024-07-17 05:25:37,20240716,4,1627 -hospital-admissions,smoothed_adj_covid19_from_claims,day,state,2020-02-01,2024-07-12,51,0.013436,39.025142,2.9281557,3.8463412,2024-07-17 05:25:37,20240716,4,1627 -hospital-admissions,smoothed_covid19,day,county,2020-02-01,2020-09-27,1135,0.046381,89.228289,4.9482944,5.9092093,2020-09-30 23:37:22,20200930,3,150 -hospital-admissions,smoothed_covid19,day,hrr,2020-02-01,2020-09-27,292,0.033958,47.850381,4.7536429,5.2624303,2020-09-30 23:37:22,20200930,3,150 -hospital-admissions,smoothed_covid19,day,msa,2020-02-01,2020-09-27,329,0.023832,55.304972,4.8248071,5.4208578,2020-09-30 23:37:22,20200930,3,150 -hospital-admissions,smoothed_covid19,day,state,2020-02-01,2020-09-27,51,0.013815,33.471472,4.9818181,4.8663739,2020-09-30 23:37:22,20200930,3,150 -hospital-admissions,smoothed_covid19_from_claims,day,county,2020-02-01,2024-07-12,1177,0.039949,90.293503,3.1460388,4.6547357,2024-07-17 05:25:37,20240716,3,1627 -hospital-admissions,smoothed_covid19_from_claims,day,hhs,2020-02-01,2024-07-12,10,0.01194,30.015204,2.8936553,3.4109434,2024-07-17 05:25:37,20240716,4,1627 -hospital-admissions,smoothed_covid19_from_claims,day,hrr,2020-02-01,2024-07-12,299,0.037466,47.175147,3.1020013,4.3148035,2024-07-17 05:25:37,20240716,4,1627 -hospital-admissions,smoothed_covid19_from_claims,day,msa,2020-02-01,2024-07-12,359,0.038978,91.481414,3.1489802,4.6386471,2024-07-17 05:25:37,20240716,4,1627 -hospital-admissions,smoothed_covid19_from_claims,day,nation,2020-02-01,2024-07-12,1,0.02086,13.621166,3.1446937,3.2121386,2024-07-17 05:25:37,20240716,4,1627 -hospital-admissions,smoothed_covid19_from_claims,day,state,2020-02-01,2024-07-12,51,0.013436,38.53863,2.9027892,3.8122003,2024-07-17 05:25:37,20240716,4,1627 -indicator-combination,confirmed_7dav_cumulative_num,day,county,2020-02-20,2021-07-22,3274,0.0,1223614.2857143,4451.6919025,22017.5320001,2021-10-29 13:56:26,20211029,1,334 -indicator-combination,confirmed_7dav_cumulative_num,day,hhs,2020-04-01,2021-07-22,10,0.0,7188417.571428901,1530969.9948894,1769830.2764193,2021-10-29 13:56:30,20211029,2,318 -indicator-combination,confirmed_7dav_cumulative_num,day,hrr,2020-02-20,2021-07-22,306,0.0,1231096.211411,47209.0843248,88790.3765754,2021-10-29 13:56:30,20211029,1,318 -indicator-combination,confirmed_7dav_cumulative_num,day,msa,2020-02-20,2021-07-22,392,0.0,2315347.8571429,32561.8929064,108591.3589872,2021-10-29 13:56:33,20211029,1,318 -indicator-combination,confirmed_7dav_cumulative_num,day,nation,2020-04-01,2021-07-22,1,74929.2857143,33650273.85714449,15309699.9488942,12745243.5040741,2021-10-29 13:56:30,20211029,2,318 -indicator-combination,confirmed_7dav_cumulative_num,day,state,2020-02-20,2021-07-22,52,0.0,3760285.8571429,280274.0995621,497641.7493034,2021-10-29 13:56:27,20211029,1,318 -indicator-combination,confirmed_7dav_cumulative_prop,day,county,2020-02-20,2021-07-22,3221,0.0,82672.5905673,4345.8768113,4592.1599417,2021-10-29 13:56:30,20211029,1,334 -indicator-combination,confirmed_7dav_cumulative_prop,day,hhs,2020-04-01,2021-07-22,10,0.0,11461.734832056605,4479.4226489,3868.3229199,2021-10-29 13:56:27,20211029,2,330 -indicator-combination,confirmed_7dav_cumulative_prop,day,hrr,2020-02-20,2021-07-22,306,0.0,17582.261312,4376.9970734,4207.6585217,2021-10-29 13:56:27,20211029,1,318 -indicator-combination,confirmed_7dav_cumulative_prop,day,msa,2020-02-20,2021-07-22,392,0.0,17506.9444955,4360.8940153,4233.6192614,2021-10-29 13:56:33,20211029,1,318 -indicator-combination,confirmed_7dav_cumulative_prop,day,nation,2020-04-01,2021-07-22,1,22.5716054,10136.766904521428,4611.8750896,3839.3613999,2021-10-29 13:56:27,20211029,2,330 -indicator-combination,confirmed_7dav_cumulative_prop,day,state,2020-02-20,2021-07-22,52,0.0,14571.1616265,4331.0505605,4228.9766786,2021-10-29 13:56:27,20211029,1,318 -indicator-combination,confirmed_7dav_incidence_num,day,county,2020-02-20,2021-11-12,3274,-6957.4285714,16237.4285714,22.1088929,115.4651391,2021-11-15 14:52:22,20211115,1,334 -indicator-combination,confirmed_7dav_incidence_num,day,hhs,2020-04-01,2021-11-12,10,-2385.7142882,60077.8571421,7701.7995164,9366.1461658,2021-11-15 14:52:33,20211115,2,317 -indicator-combination,confirmed_7dav_incidence_num,day,hrr,2020-02-20,2021-11-12,306,-878.66625472635,16309.6157378,234.124931,468.0589424,2021-11-15 14:52:33,20211115,1,317 -indicator-combination,confirmed_7dav_incidence_num,day,msa,2020-02-20,2021-11-12,392,-1301.0,19537.4285714,156.9855208,532.5178698,2021-11-15 14:52:35,20211115,1,317 -indicator-combination,confirmed_7dav_incidence_num,day,nation,2020-04-01,2021-11-12,1,6685.2857072,251196.4285711,77017.9951639,57826.4552552,2021-11-15 14:52:36,20211115,3,317 -indicator-combination,confirmed_7dav_incidence_num,day,state,2020-02-20,2021-11-12,52,-3731.8571429,45072.7142857,1388.8207591,2634.6073505,2021-11-15 14:52:37,20211115,1,314 -indicator-combination,confirmed_7dav_incidence_prop,day,county,2020-02-20,2021-11-12,3221,-1904.1515998,14610.2795136,23.1677207,40.1453694,2021-11-15 14:52:23,20211115,1,334 -indicator-combination,confirmed_7dav_incidence_prop,day,hhs,2020-04-01,2021-11-12,10,-3.565656322020853,113.5732954,22.5814568,20.0656748,2021-11-15 14:52:33,20211115,2,330 -indicator-combination,confirmed_7dav_incidence_prop,day,hrr,2020-02-20,2021-11-12,306,-132.5722959,683.6028314,22.5266058,25.799739,2021-11-15 14:52:33,20211115,1,317 -indicator-combination,confirmed_7dav_incidence_prop,day,msa,2020-02-20,2021-11-12,392,-793.0152259,1416.7418761,22.5201767,27.8145349,2021-11-15 14:52:35,20211115,1,317 -indicator-combination,confirmed_7dav_incidence_prop,day,nation,2020-04-01,2021-11-12,1,2.0138672,75.6701017,23.2008057,17.4195699,2021-11-15 14:52:36,20211115,3,330 -indicator-combination,confirmed_7dav_incidence_prop,day,state,2020-02-20,2021-11-12,52,-71.7332496,243.0667775,22.1858507,24.1984599,2021-11-15 14:52:37,20211115,1,314 -indicator-combination,confirmed_cumulative_num,day,county,2020-02-20,2021-11-12,3274,-1.0,1440262.0,5984.3194498,27226.9606968,2021-11-15 14:52:24,20211115,1,334 -indicator-combination,confirmed_cumulative_num,day,hhs,2020-04-01,2021-11-12,10,2834.0,10754684.0,2090196.4639594,2189823.6843901,2021-11-15 14:52:33,20211115,2,318 -indicator-combination,confirmed_cumulative_num,day,hrr,2020-02-20,2021-11-12,306,0.0,1449997.4965287,63347.0964754,109740.8308671,2021-11-15 14:52:33,20211115,1,318 -indicator-combination,confirmed_cumulative_num,day,msa,2020-02-20,2021-11-12,392,0.0,2707438.0,43084.3244209,133675.1598697,2021-11-15 14:52:35,20211115,1,318 -indicator-combination,confirmed_cumulative_num,day,nation,2020-04-01,2021-11-12,1,213422.0,46163217.0,20901964.6395939,14855182.7665433,2021-11-15 14:52:36,20211115,3,318 -indicator-combination,confirmed_cumulative_num,day,state,2020-02-20,2021-11-12,52,0.0,4719201.0,375917.7284567,620905.9963105,2021-11-15 14:52:37,20211115,1,318 -indicator-combination,confirmed_cumulative_prop,day,county,2020-02-20,2021-11-12,3221,0.0,113157.0023737,5932.7759708,5489.5382716,2021-11-15 14:52:25,20211115,1,334 -indicator-combination,confirmed_cumulative_prop,day,hhs,2020-04-01,2021-11-12,10,20.042121,16073.805310890504,6114.013827,4507.0973691,2021-11-15 14:52:33,20211115,2,330 -indicator-combination,confirmed_cumulative_prop,day,hrr,2020-02-20,2021-11-12,306,0.0,23409.3912388,5909.2742684,5007.9501693,2021-11-15 14:52:34,20211115,1,318 -indicator-combination,confirmed_cumulative_prop,day,msa,2020-02-20,2021-11-12,392,0.0,23963.098094,5838.3391798,5069.5083137,2021-11-15 14:52:35,20211115,1,318 -indicator-combination,confirmed_cumulative_prop,day,nation,2020-04-01,2021-11-12,1,64.2909795,13906.150430704109,6296.4819929,4474.9568954,2021-11-15 14:52:36,20211115,3,330 -indicator-combination,confirmed_cumulative_prop,day,state,2020-02-20,2021-11-12,52,0.0,20128.9936483,5812.9343872,5005.4235412,2021-11-15 14:52:37,20211115,1,318 -indicator-combination,confirmed_incidence_num,day,county,2020-02-20,2021-11-12,3274,-148527.0,42904.0,22.2074281,297.80297,2021-11-15 14:52:26,20211115,1,334 -indicator-combination,confirmed_incidence_num,day,hhs,2020-04-01,2021-11-12,10,-24483.0,190937.0,7725.6541455,10662.7906019,2021-11-15 14:52:33,20211115,2,312 -indicator-combination,confirmed_incidence_num,day,hrr,2020-02-20,2021-11-12,306,-17909.257254467,47945.581734850995,235.1779886,639.5392126,2021-11-15 14:52:34,20211115,1,314 -indicator-combination,confirmed_incidence_num,day,msa,2020-02-20,2021-11-12,392,-18686.0,65726.0,157.6013825,663.4550004,2021-11-15 14:52:35,20211115,1,314 -indicator-combination,confirmed_incidence_num,day,nation,2020-04-01,2021-11-12,1,-13564.0,367596.0,77256.5414552,63187.0620031,2021-11-15 14:52:36,20211115,3,312 -indicator-combination,confirmed_incidence_num,day,state,2020-02-20,2021-11-12,52,-26123.0,184937.0,1395.0080331,3162.0483412,2021-11-15 14:52:37,20211115,1,312 -indicator-combination,confirmed_incidence_prop,day,county,2020-02-20,2021-11-12,3221,-101729.3997965,101792.3751393,23.3303381,134.0622205,2021-11-15 14:52:27,20211115,1,334 -indicator-combination,confirmed_incidence_prop,day,hhs,2020-04-01,2021-11-12,10,-38.6377762,446.98884,22.6624843,24.2530097,2021-11-15 14:52:33,20211115,2,330 -indicator-combination,confirmed_incidence_prop,day,hrr,2020-02-20,2021-11-12,306,-4448.496536,4522.4817459,22.6622844,44.7123514,2021-11-15 14:52:34,20211115,1,314 -indicator-combination,confirmed_incidence_prop,day,msa,2020-02-20,2021-11-12,392,-5610.2577169,9817.2538102,22.6600526,51.953771,2021-11-15 14:52:35,20211115,1,314 -indicator-combination,confirmed_incidence_prop,day,nation,2020-04-01,2021-11-12,1,-4.0860026,110.7341647,23.2726651,19.0343925,2021-11-15 14:52:36,20211115,3,330 -indicator-combination,confirmed_incidence_prop,day,state,2020-02-20,2021-11-12,52,-1064.0310198,1208.2647001,22.3484305,39.0445092,2021-11-15 14:52:37,20211115,1,312 -indicator-combination,deaths_7dav_cumulative_num,day,county,2020-02-20,2021-07-22,3274,-0.8571429,24591.7142857,89.0526477,455.8095796,2021-10-29 13:56:27,20211029,1,334 -indicator-combination,deaths_7dav_cumulative_num,day,hhs,2020-04-01,2021-07-22,10,0.0,122223.8571425,30680.4244471,30544.0285349,2021-10-29 13:56:27,20211029,2,317 -indicator-combination,deaths_7dav_cumulative_num,day,hrr,2020-02-20,2021-07-22,306,0.0,24684.7851819,944.2730089,1831.152352,2021-10-29 13:56:30,20211029,1,317 -indicator-combination,deaths_7dav_cumulative_num,day,msa,2020-02-20,2021-07-22,392,0.0,64098.5714286,645.9568113,2820.0567566,2021-10-29 13:56:33,20211029,1,318 -indicator-combination,deaths_7dav_cumulative_num,day,nation,2020-04-01,2021-07-22,1,1509.0,605490.7142845,306804.244471,203390.6676691,2021-10-29 13:56:27,20211029,2,317 -indicator-combination,deaths_7dav_cumulative_num,day,state,2020-02-20,2021-07-22,52,0.0,63489.1428571,5597.7123275,9450.7260523,2021-10-29 13:56:27,20211029,1,313 -indicator-combination,deaths_7dav_cumulative_prop,day,county,2020-02-20,2021-07-22,3221,0.0,865.8008658,86.1857417,109.1087456,2021-10-29 13:56:30,20211029,1,334 -indicator-combination,deaths_7dav_cumulative_prop,day,hhs,2020-04-01,2021-07-22,10,0.0,257.10243768508366,90.3874467,69.311358,2021-10-29 13:56:27,20211029,2,330 -indicator-combination,deaths_7dav_cumulative_prop,day,hrr,2020-02-20,2021-07-22,306,0.0,447.3055058,85.7092678,83.5464891,2021-10-29 13:56:27,20211029,1,317 -indicator-combination,deaths_7dav_cumulative_prop,day,msa,2020-02-20,2021-07-22,392,0.0,409.4583782,77.2413093,79.5813029,2021-10-29 13:56:33,20211029,1,318 -indicator-combination,deaths_7dav_cumulative_prop,day,nation,2020-04-01,2021-07-22,1,0.4545693,182.39727437614965,92.4213314,61.2691533,2021-10-29 13:56:27,20211029,2,330 -indicator-combination,deaths_7dav_cumulative_prop,day,state,2020-02-20,2021-07-22,52,0.0,298.2372591,79.2846492,74.5228878,2021-10-29 13:56:27,20211029,1,313 -indicator-combination,deaths_7dav_incidence_num,day,county,2020-02-20,2021-11-12,3274,-254.2857143,686.8571429,0.3590364,2.8958922,2021-11-15 14:52:28,20211115,1,334 -indicator-combination,deaths_7dav_incidence_num,day,hhs,2020-04-01,2021-11-12,10,-3.1428575,1210.9999961999997,124.9525734,154.3357872,2021-11-15 14:52:33,20211115,2,317 -indicator-combination,deaths_7dav_incidence_num,day,hrr,2020-02-20,2021-11-12,306,-25.2855085,430.8454645,3.6795073,9.3771559,2021-11-15 14:52:34,20211115,1,317 -indicator-combination,deaths_7dav_incidence_num,day,msa,2020-02-20,2021-11-12,392,-153.7142857,1185.0,2.3953846,13.3030792,2021-11-15 14:52:35,20211115,1,318 -indicator-combination,deaths_7dav_incidence_num,day,nation,2020-04-01,2021-11-12,1,196.142843,3511.571428,1249.5257335,783.8521562,2021-11-15 14:52:36,20211115,3,317 -indicator-combination,deaths_7dav_incidence_num,day,state,2020-02-20,2021-11-12,52,-53.0,955.85714285714,22.544682,48.2912951,2021-11-15 14:52:37,20211115,1,313 -indicator-combination,deaths_7dav_incidence_prop,day,county,2020-02-20,2021-11-12,3221,-1345.5069678,1345.5069678,0.4115553,1.8048072,2021-11-15 14:52:28,20211115,1,334 -indicator-combination,deaths_7dav_incidence_prop,day,hhs,2020-04-01,2021-11-12,10,-0.0218996,3.6923205,0.3554414,0.3633378,2021-11-15 14:52:33,20211115,2,330 -indicator-combination,deaths_7dav_incidence_prop,day,hrr,2020-02-20,2021-11-12,306,-10.403212,12.6861376,0.360123,0.5118885,2021-11-15 14:52:34,20211115,1,317 -indicator-combination,deaths_7dav_incidence_prop,day,msa,2020-02-20,2021-11-12,392,-30.2564418,30.2564418,0.3425532,0.5820389,2021-11-15 14:52:36,20211115,1,318 -indicator-combination,deaths_7dav_incidence_prop,day,nation,2020-04-01,2021-11-12,1,0.0590858,1.0578214,0.3764056,0.2361267,2021-11-15 14:52:36,20211115,3,330 -indicator-combination,deaths_7dav_incidence_prop,day,state,2020-02-20,2021-11-12,52,-1.1045736,6.5277897,0.3342936,0.4295404,2021-11-15 14:52:37,20211115,1,313 -indicator-combination,deaths_cumulative_num,day,county,2020-02-20,2021-11-12,3274,-6.0,26620.0,112.3033097,545.2133812,2021-11-15 14:52:29,20211115,1,334 -indicator-combination,deaths_cumulative_num,day,hhs,2020-04-01,2021-11-12,10,42.0,175955.0,39221.4698816,36253.7431315,2021-11-15 14:52:33,20211115,2,317 -indicator-combination,deaths_cumulative_num,day,hrr,2020-02-20,2021-11-12,306,0.0,26734.5151766,1182.3602567,2115.7369269,2021-11-15 14:52:34,20211115,1,317 -indicator-combination,deaths_cumulative_num,day,msa,2020-02-20,2021-11-12,392,0.0,65872.0,796.0354813,3147.3979619,2021-11-15 14:52:36,20211115,1,318 -indicator-combination,deaths_cumulative_num,day,nation,2020-04-01,2021-11-12,1,5395.0,757905.0,392214.6988156,226518.2828577,2021-11-15 14:52:36,20211115,3,316 -indicator-combination,deaths_cumulative_num,day,state,2020-02-20,2021-11-12,52,0.0,72025.0,7053.902842,11290.4859944,2021-11-15 14:52:37,20211115,1,313 -indicator-combination,deaths_cumulative_prop,day,county,2020-02-20,2021-11-12,3221,-2.1855057,9418.5487746,114.3161118,127.0910736,2021-11-15 14:52:30,20211115,1,334 -indicator-combination,deaths_cumulative_prop,day,hhs,2020-04-01,2021-11-12,10,0.2970251,270.0505137167101,114.0193479,75.0077572,2021-11-15 14:52:33,20211115,2,330 -indicator-combination,deaths_cumulative_prop,day,hrr,2020-02-20,2021-11-12,306,0.0,468.3035098,109.2108647,94.016468,2021-11-15 14:52:34,20211115,1,317 -indicator-combination,deaths_cumulative_prop,day,msa,2020-02-20,2021-11-12,392,0.0,502.09532,99.4237986,91.8949409,2021-11-15 14:52:36,20211115,1,318 -indicator-combination,deaths_cumulative_prop,day,nation,2020-04-01,2021-11-12,1,1.6251831,228.3103654189177,118.1502711,68.2360875,2021-11-15 14:52:36,20211115,3,330 -indicator-combination,deaths_cumulative_prop,day,state,2020-02-20,2021-11-12,52,0.0,343.3682106,100.0364694,83.6742364,2021-11-15 14:52:37,20211115,1,313 -indicator-combination,deaths_incidence_num,day,county,2020-02-20,2021-11-12,3274,-2039.0,3112.0,0.3603695,5.4952678,2021-11-15 14:52:31,20211115,1,334 -indicator-combination,deaths_incidence_num,day,hhs,2020-04-01,2021-11-12,10,-1407.0,3112.0,125.0966159,192.0161107,2021-11-15 14:52:33,20211115,2,316 -indicator-combination,deaths_incidence_num,day,hrr,2020-02-20,2021-11-12,306,-243.0117977,1233.7505426,3.6924741,12.5288124,2021-11-15 14:52:34,20211115,1,318 -indicator-combination,deaths_incidence_num,day,msa,2020-02-20,2021-11-12,392,-1076.0,2795.0,2.4017705,15.9164269,2021-11-15 14:52:36,20211115,1,318 -indicator-combination,deaths_incidence_num,day,nation,2020-04-01,2021-11-12,1,60.0,5073.0,1250.9661591,938.9711774,2021-11-15 14:52:37,20211115,3,317 -indicator-combination,deaths_incidence_num,day,state,2020-02-20,2021-11-12,52,-2039.0,3112.0,22.6283167,66.4805602,2021-11-15 14:52:37,20211115,1,313 -indicator-combination,deaths_incidence_prop,day,county,2020-02-20,2021-11-12,3221,-9418.5487746,9418.5487746,0.4144913,9.8963304,2021-11-15 14:52:32,20211115,1,334 -indicator-combination,deaths_incidence_prop,day,hhs,2020-04-01,2021-11-12,10,-2.1028831783828275,5.9858728,0.355723,0.4624611,2021-11-15 14:52:33,20211115,2,330 -indicator-combination,deaths_incidence_prop,day,hrr,2020-02-20,2021-11-12,306,-77.2274987,78.6293771,0.3619639,0.8969666,2021-11-15 14:52:34,20211115,1,317 -indicator-combination,deaths_incidence_prop,day,msa,2020-02-20,2021-11-12,392,-211.7950926,211.7950926,0.3444498,1.3139372,2021-11-15 14:52:36,20211115,1,318 -indicator-combination,deaths_incidence_prop,day,nation,2020-04-01,2021-11-12,1,0.0180743,1.5281842,0.3768395,0.2828545,2021-11-15 14:52:37,20211115,3,330 -indicator-combination,deaths_incidence_prop,day,state,2020-02-20,2021-11-12,52,-9.381911,43.1070973,0.3363865,0.7775213,2021-11-15 14:52:37,20211115,1,313 -indicator-combination,nmf_day_doc_fbc_fbs_ght,day,county,2020-04-15,2021-03-16,2568,0.07729395545267395,7.249569898307247,0.8020888,0.3469438,2021-03-17 19:26:02,20210317,1,96 -indicator-combination,nmf_day_doc_fbc_fbs_ght,day,msa,2020-04-15,2021-03-16,385,0.048225644401162046,11.443310258552295,0.723743,0.3998013,2021-03-17 19:26:03,20210317,1,96 -indicator-combination,nmf_day_doc_fbc_fbs_ght,day,state,2020-04-15,2021-03-15,52,0.11249000717703608,5.9145150758884615,0.792171,0.3823998,2021-03-17 19:26:02,20210317,1,96 -indicator-combination,nmf_day_doc_fbs_ght,day,county,2020-04-06,2020-05-26,2296,0.0,16.246099029316,0.7203178,0.5380712,2020-05-27 05:51:41,20200527,1,51 -indicator-combination,nmf_day_doc_fbs_ght,day,msa,2020-04-06,2020-05-26,382,0.0,4.32452661550886,0.7509085,0.4499194,2020-05-27 05:51:41,20200527,1,51 -indicator-combination,nmf_day_doc_fbs_ght,day,state,2020-04-06,2020-05-26,52,0.0747817727440569,2.81993801241547,0.8575687,0.3721018,2020-05-27 05:51:41,20200527,1,51 -jhu-csse,confirmed_7dav_cumulative_num,day,county,2020-02-20,2021-07-24,3282,0.0,1273531.1428571,4582.0314916,22504.3819196,2021-07-25 14:11:01,20210725,1,428 -jhu-csse,confirmed_7dav_cumulative_num,day,hhs,2020-02-20,2021-07-24,10,0.0,7502075.1428571,1501599.8941322,1784142.1776819,2021-07-25 14:12:29,20210725,1,428 -jhu-csse,confirmed_7dav_cumulative_num,day,hrr,2020-02-20,2021-07-24,306,0.0,1281828.762904,48458.6734733,90833.944416,2021-07-25 14:12:30,20210725,1,428 -jhu-csse,confirmed_7dav_cumulative_num,day,msa,2020-02-20,2021-07-24,392,0.0,2335772.5714286,32724.7979168,110129.4225725,2021-07-25 14:12:39,20210725,1,428 -jhu-csse,confirmed_7dav_cumulative_num,day,nation,2020-02-20,2021-07-24,1,14.0,34218297.2857143,15017599.4123938,12924731.7886493,2021-07-25 14:12:50,20210725,1,428 -jhu-csse,confirmed_7dav_cumulative_num,day,state,2020-02-20,2021-07-24,56,0.0,3882270.5714286,268142.8382428,493481.2409128,2021-07-25 14:12:51,20210725,1,428 -jhu-csse,confirmed_7dav_cumulative_prop,day,county,2020-02-20,2021-07-24,3274,0.0,44068.6845931,4417.5741688,4581.8371522,2021-07-25 14:11:06,20210725,1,428 -jhu-csse,confirmed_7dav_cumulative_prop,day,hhs,2020-02-20,2021-07-24,10,0.0,11481.4709598,4390.0646849,3914.4412687,2021-07-25 14:12:29,20210725,1,428 -jhu-csse,confirmed_7dav_cumulative_prop,day,hrr,2020-02-20,2021-07-24,306,0.0,17932.6864002,4490.5310432,4208.3379905,2021-07-25 14:12:30,20210725,1,428 -jhu-csse,confirmed_7dav_cumulative_prop,day,msa,2020-02-20,2021-07-24,392,0.0,17506.9444955,4365.0146125,4268.0348645,2021-07-25 14:12:39,20210725,1,428 -jhu-csse,confirmed_7dav_cumulative_prop,day,nation,2020-02-20,2021-07-24,1,0.0042129,10296.9382077,4519.0820538,3889.2982742,2021-07-25 14:12:50,20210725,1,428 -jhu-csse,confirmed_7dav_cumulative_prop,day,state,2020-02-20,2021-07-24,56,0.0,14578.8475403,4209.7985746,4200.4128035,2021-07-25 14:12:51,20210725,1,428 -jhu-csse,confirmed_7dav_incidence_num,day,county,2020-02-20,2023-03-09,3284,-55155.8571429,55155.7142857,28.3952515,199.7991459,2023-03-10 10:58:39,20230310,1,1107 -jhu-csse,confirmed_7dav_incidence_num,day,hhs,2020-02-20,2023-03-09,10,-206.7142857,179745.8571429,9307.0435089,15214.0682299,2023-03-10 11:00:22,20230310,1,1107 -jhu-csse,confirmed_7dav_incidence_num,day,hrr,2020-02-20,2023-03-09,306,-3856.368581,41764.0236591,297.9313466,774.2768196,2023-03-10 11:00:22,20230310,1,1107 -jhu-csse,confirmed_7dav_incidence_num,day,msa,2020-02-20,2023-03-09,392,-3857.1428571,88629.4285714,202.9255727,933.9193079,2023-03-10 11:00:32,20230310,1,1107 -jhu-csse,confirmed_7dav_incidence_num,day,nation,2020-02-20,2023-03-09,1,0.2857143,806782.1428571,93043.1446525,114522.2791263,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,confirmed_7dav_incidence_num,day,state,2020-02-20,2023-03-09,56,-3588.1428571,123179.4285714,1662.2722518,4172.8495144,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,confirmed_7dav_incidence_prop,day,county,2020-02-20,2023-03-09,3276,-1686.1219196,2841.3575375,27.101371,43.7137121,2023-03-10 10:58:47,20230310,1,1107 -jhu-csse,confirmed_7dav_incidence_prop,day,hhs,2020-02-20,2023-03-09,10,-1.4591803,392.7720066,27.3187456,36.2477389,2023-03-10 11:00:22,20230310,1,1107 -jhu-csse,confirmed_7dav_incidence_prop,day,hrr,2020-02-20,2023-03-09,306,-122.4798617,690.4598967,27.5967365,38.416351,2023-03-10 11:00:23,20230310,1,1107 -jhu-csse,confirmed_7dav_incidence_prop,day,msa,2020-02-20,2023-03-09,392,-199.0058129,616.6887806,27.5891708,39.6257666,2023-03-10 11:00:32,20230310,1,1107 -jhu-csse,confirmed_7dav_incidence_prop,day,nation,2020-02-20,2023-03-09,1,8.57e-05,241.870203,27.8939792,34.3333416,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,confirmed_7dav_incidence_prop,day,state,2020-02-20,2023-03-09,56,-59.7145264,658.5922059,27.621264,40.4790137,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,confirmed_cumulative_num,day,county,2020-01-22,2023-03-09,3284,-3073.0,3710586.0,14353.1869473,63767.5389842,2023-03-10 10:58:56,20230310,1,1107 -jhu-csse,confirmed_cumulative_num,day,hhs,2020-02-20,2023-03-09,10,0.0,22820900.0,4825882.233519,5140574.2058624,2023-03-10 11:00:22,20230310,1,1107 -jhu-csse,confirmed_cumulative_num,day,hrr,2020-01-22,2023-03-09,306,0.0,3730976.336434,150971.0242582,258092.7498978,2023-03-10 11:00:23,20230310,1,1107 -jhu-csse,confirmed_cumulative_num,day,msa,2020-01-22,2023-03-09,392,0.0,7174275.0,102240.7889401,317181.9992659,2023-03-10 11:00:33,20230310,1,1107 -jhu-csse,confirmed_cumulative_num,day,nation,2020-02-20,2023-03-09,1,16.0,103759705.0,48280583.8779174,36106734.8695721,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,confirmed_cumulative_num,day,state,2020-01-22,2023-03-09,56,0.0,12129699.0,841422.3893843,1438788.0526839,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,confirmed_cumulative_prop,day,county,2020-01-22,2023-03-09,3276,0.0,222651.9337017,13910.3505283,11790.9558726,2023-03-10 10:59:05,20230310,1,1107 -jhu-csse,confirmed_cumulative_prop,day,hhs,2020-02-20,2023-03-09,10,0.0,34229.2575611,14157.6410136,10766.8762807,2023-03-10 11:00:22,20230310,1,1107 -jhu-csse,confirmed_cumulative_prop,day,hrr,2020-01-22,2023-03-09,306,0.0,53215.8354471,14039.5268056,11201.3530986,2023-03-10 11:00:24,20230310,1,1107 -jhu-csse,confirmed_cumulative_prop,day,msa,2020-01-22,2023-03-09,392,0.0,49355.6779666,13931.4030991,11380.4602644,2023-03-10 11:00:34,20230310,1,1107 -jhu-csse,confirmed_cumulative_prop,day,nation,2020-02-20,2023-03-09,1,0.0047967,31106.7630072,14474.3345265,10824.6611202,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,confirmed_cumulative_prop,day,state,2020-01-22,2023-03-09,56,0.0,43580.1820977,13802.5773159,11492.6760266,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,confirmed_incidence_num,day,county,2020-01-22,2023-03-09,3284,-379973.0,150251.0,27.7235964,470.1277512,2023-03-10 10:59:15,20230310,1,1107 -jhu-csse,confirmed_incidence_num,day,hhs,2020-02-20,2023-03-09,10,-7449.0,399993.0,9315.8598886,18034.5429404,2023-03-10 11:00:22,20230310,1,1107 -jhu-csse,confirmed_incidence_num,day,hrr,2020-01-22,2023-03-09,306,-26994.5800669,130067.1647396,290.628315,1123.0934006,2023-03-10 11:00:25,20230310,1,1107 -jhu-csse,confirmed_incidence_num,day,msa,2020-01-22,2023-03-09,392,-27000.0,189842.0,198.0688441,1227.1508316,2023-03-10 11:00:35,20230310,1,1107 -jhu-csse,confirmed_incidence_num,day,nation,2020-02-20,2023-03-09,1,-3862.0,1354180.0,93141.5529623,127207.5285887,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,confirmed_incidence_num,day,state,2020-01-22,2023-03-09,56,-27000.0,207110.0,1625.2383288,5188.8291669,2023-03-10 11:00:44,20230310,1,1107 -jhu-csse,confirmed_incidence_prop,day,county,2020-01-22,2023-03-09,3276,-11802.8534371,11123.5744999,26.4636876,78.2824164,2023-03-10 10:59:25,20230310,1,1107 -jhu-csse,confirmed_incidence_prop,day,hhs,2020-02-20,2023-03-09,10,-52.5819213,800.8907647,27.3441848,44.3496797,2023-03-10 11:00:22,20230310,1,1107 -jhu-csse,confirmed_incidence_prop,day,hrr,2020-01-22,2023-03-09,306,-1181.5455977,3739.329053,26.9242122,63.6451361,2023-03-10 11:00:26,20230310,1,1107 -jhu-csse,confirmed_incidence_prop,day,msa,2020-01-22,2023-03-09,392,-1758.6873497,4131.1710137,26.9369303,65.8709355,2023-03-10 11:00:36,20230310,1,1107 -jhu-csse,confirmed_incidence_prop,day,nation,2020-02-20,2023-03-09,1,-1.1578128,405.9779886,27.9234816,38.1363309,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,confirmed_incidence_prop,day,state,2020-01-22,2023-03-09,56,-418.0016846,1830.0041427,27.0079029,59.5064043,2023-03-10 11:00:44,20230310,1,1107 -jhu-csse,deaths_7dav_cumulative_num,day,county,2020-02-20,2021-07-24,3282,0.0,24605.7142857,91.0756647,457.7033909,2021-07-25 14:11:47,20210725,1,486 -jhu-csse,deaths_7dav_cumulative_num,day,hhs,2020-02-20,2021-07-24,10,0.0,122371.7142857,29844.3231149,30809.2957863,2021-07-25 14:12:29,20210725,1,486 -jhu-csse,deaths_7dav_cumulative_num,day,hrr,2020-02-20,2021-07-24,306,0.0,24704.173594,961.7329457,1838.2063543,2021-07-25 14:12:34,20210725,1,486 -jhu-csse,deaths_7dav_cumulative_num,day,msa,2020-02-20,2021-07-24,392,0.0,64432.8571429,647.2079421,2819.3812933,2021-07-25 14:12:44,20210725,1,486 -jhu-csse,deaths_7dav_cumulative_num,day,nation,2020-02-20,2021-07-24,1,1.0,609746.4285714,298466.2292295,208991.9277043,2021-07-25 14:12:50,20210725,1,486 -jhu-csse,deaths_7dav_cumulative_num,day,state,2020-02-20,2021-07-24,56,0.0,64175.4285714,5329.3434134,9345.5475859,2021-07-25 14:12:52,20210725,1,486 -jhu-csse,deaths_7dav_cumulative_prop,day,county,2020-02-20,2021-07-24,3274,0.0,865.8008658,86.9831932,109.2082606,2021-07-25 14:11:52,20210725,1,486 -jhu-csse,deaths_7dav_cumulative_prop,day,hhs,2020-02-20,2021-07-24,10,0.0,257.8601376,87.6666226,70.4070081,2021-07-25 14:12:29,20210725,1,486 -jhu-csse,deaths_7dav_cumulative_prop,day,hrr,2020-02-20,2021-07-24,306,0.0,448.2516859,87.5430088,83.7548751,2021-07-25 14:12:35,20210725,1,486 -jhu-csse,deaths_7dav_cumulative_prop,day,msa,2020-02-20,2021-07-24,392,0.0,411.1138703,77.5600648,80.1993607,2021-07-25 14:12:45,20210725,1,486 -jhu-csse,deaths_7dav_cumulative_prop,day,nation,2020-02-20,2021-07-24,1,0.0003009,183.4843284,89.8141802,62.8896566,2021-07-25 14:12:50,20210725,1,486 -jhu-csse,deaths_7dav_cumulative_prop,day,state,2020-02-20,2021-07-24,56,0.0,299.0060527,76.573521,74.2259352,2021-07-25 14:12:52,20210725,1,486 -jhu-csse,deaths_7dav_incidence_num,day,county,2020-02-20,2023-03-09,3284,-3607.5714286,418.1428571,0.3075687,5.7273992,2023-03-10 10:59:35,20230310,1,1107 -jhu-csse,deaths_7dav_incidence_num,day,hhs,2020-02-20,2023-03-09,10,-77.7142857,1290.0,100.7926756,133.5207972,2023-03-10 11:00:22,20230310,1,1107 -jhu-csse,deaths_7dav_incidence_num,day,hrr,2020-02-20,2023-03-09,306,-56.6686916,710.7492667,3.2353914,9.2226356,2023-03-10 11:00:27,20230310,1,1107 -jhu-csse,deaths_7dav_incidence_num,day,msa,2020-02-20,2023-03-09,392,-153.7142857,982.8571429,2.0747886,11.3428703,2023-03-10 11:00:37,20230310,1,1107 -jhu-csse,deaths_7dav_incidence_num,day,nation,2020-02-20,2023-03-09,1,0.0,3376.4285714,1007.5125673,767.0529034,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,deaths_7dav_incidence_num,day,state,2020-02-20,2023-03-09,56,-100.5714286,1013.5714286,18.0009672,38.6344064,2023-03-10 11:00:44,20230310,1,1107 -jhu-csse,deaths_7dav_incidence_prop,day,county,2020-02-20,2023-03-09,3276,-41.3288637,93.779306,0.365256,1.1151402,2023-03-10 10:59:43,20230310,1,1107 -jhu-csse,deaths_7dav_incidence_prop,day,hhs,2020-02-20,2023-03-09,10,-0.4945528,4.0251346,0.2878276,0.3181404,2023-03-10 11:00:22,20230310,1,1107 -jhu-csse,deaths_7dav_incidence_prop,day,hrr,2020-02-20,2023-03-09,306,-8.3471689,30.6551546,0.3196907,0.5725128,2023-03-10 11:00:28,20230310,1,1107 -jhu-csse,deaths_7dav_incidence_prop,day,msa,2020-02-20,2023-03-09,392,-30.2564418,35.1984464,0.3061659,0.6238996,2023-03-10 11:00:38,20230310,1,1107 -jhu-csse,deaths_7dav_incidence_prop,day,nation,2020-02-20,2023-03-09,1,0.0,1.0122404,0.3020484,0.2299595,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,deaths_7dav_incidence_prop,day,state,2020-02-20,2023-03-09,56,-2.8933225,6.1581568,0.2802725,0.3726797,2023-03-10 11:00:44,20230310,1,1107 -jhu-csse,deaths_cumulative_num,day,county,2020-01-22,2023-03-09,3284,-82.0,35545.0,190.5197878,780.0843981,2023-03-10 10:59:51,20230310,1,1107 -jhu-csse,deaths_cumulative_num,day,hhs,2020-02-20,2023-03-09,10,0.0,259166.0,64052.6121441,59661.1248867,2023-03-10 11:00:22,20230310,1,1107 -jhu-csse,deaths_cumulative_num,day,hrr,2020-01-22,2023-03-09,306,0.0,35736.6565225,1996.5240135,3094.770263,2023-03-10 11:00:28,20230310,1,1107 -jhu-csse,deaths_cumulative_num,day,msa,2020-01-22,2023-03-09,392,0.0,86123.0,1297.1952789,4213.0963038,2023-03-10 11:00:39,20230310,1,1107 -jhu-csse,deaths_cumulative_num,day,nation,2020-02-20,2023-03-09,1,1.0,1123647.0,640678.7935368,367150.4558116,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,deaths_cumulative_num,day,state,2020-01-22,2023-03-09,56,0.0,101159.0,11168.8936217,16972.8601255,2023-03-10 11:00:44,20230310,1,1107 -jhu-csse,deaths_cumulative_prop,day,county,2020-01-22,2023-03-09,3276,0.0,1386.962552,214.3349027,195.0967167,2023-03-10 10:59:59,20230310,1,1107 -jhu-csse,deaths_cumulative_prop,day,hhs,2020-02-20,2023-03-09,10,0.0,383.8666291,182.9312278,111.7193226,2023-03-10 11:00:22,20230310,1,1107 -jhu-csse,deaths_cumulative_prop,day,hrr,2020-01-22,2023-03-09,306,0.0,670.510457,193.1950839,144.654354,2023-03-10 11:00:29,20230310,1,1107 -jhu-csse,deaths_cumulative_prop,day,msa,2020-01-22,2023-03-09,392,0.0,768.3949799,181.0682597,149.2546543,2023-03-10 11:00:40,20230310,1,1107 -jhu-csse,deaths_cumulative_prop,day,nation,2020-02-20,2023-03-09,1,0.0002998,336.8650762,192.0730537,110.0703035,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,deaths_cumulative_prop,day,state,2020-01-22,2023-03-09,56,0.0,451.4689698,168.8182177,128.4863521,2023-03-10 11:00:44,20230310,1,1107 -jhu-csse,deaths_incidence_num,day,county,2020-01-22,2023-03-09,3284,-25525.0,2874.0,0.3002776,14.6826257,2023-03-10 11:00:07,20230310,1,1107 -jhu-csse,deaths_incidence_num,day,hhs,2020-02-20,2023-03-09,10,-661.0,2452.0,100.8800755,163.8194274,2023-03-10 11:00:22,20230310,1,1107 -jhu-csse,deaths_incidence_num,day,hrr,2020-01-22,2023-03-09,306,-593.9064838,4975.2448667,3.1563923,17.9064987,2023-03-10 11:00:30,20230310,1,1107 -jhu-csse,deaths_incidence_num,day,msa,2020-01-22,2023-03-09,392,-1076.0,6165.0,2.0254899,18.5879756,2023-03-10 11:00:41,20230310,1,1107 -jhu-csse,deaths_incidence_num,day,nation,2020-02-20,2023-03-09,1,-253.0,4375.0,1008.6050269,925.0308337,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,deaths_incidence_num,day,state,2020-01-22,2023-03-09,56,-704.0,2441.0,17.5963736,50.492574,2023-03-10 11:00:44,20230310,1,1107 -jhu-csse,deaths_incidence_prop,day,county,2020-01-22,2023-03-09,3276,-289.3020459,656.4551422,0.3566426,2.7174116,2023-03-10 11:00:15,20230310,1,1107 -jhu-csse,deaths_incidence_prop,day,hhs,2020-02-20,2023-03-09,10,-3.7986275,17.3084805,0.2880929,0.4283799,2023-03-10 11:00:22,20230310,1,1107 -jhu-csse,deaths_incidence_prop,day,hrr,2020-01-22,2023-03-09,306,-58.4301826,214.5860825,0.3119563,1.2531446,2023-03-10 11:00:31,20230310,1,1107 -jhu-csse,deaths_incidence_prop,day,msa,2020-01-22,2023-03-09,392,-211.7950926,246.3891249,0.298964,1.4898235,2023-03-10 11:00:42,20230310,1,1107 -jhu-csse,deaths_incidence_prop,day,nation,2020-02-20,2023-03-09,1,-0.0758484,1.3116083,0.3023759,0.2773207,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,deaths_incidence_prop,day,state,2020-01-22,2023-03-09,56,-20.2532572,43.1070973,0.2740545,0.666353,2023-03-10 11:00:44,20230310,1,1107 -nchs-mortality,deaths_allcause_incidence_num,week,nation,2020-02-02,2024-06-30,1,18367.0,87415.0,62753.1212121,8137.3670414,2024-07-11 20:02:31,202428,1,206 -nchs-mortality,deaths_allcause_incidence_num,week,state,2020-01-26,2024-06-30,52,0.0,12529.0,1219.2535655,1270.4477288,2024-07-11 20:02:31,202428,1,151 -nchs-mortality,deaths_allcause_incidence_prop,week,nation,2020-02-02,2024-06-30,1,5.4974047,26.1640786,18.7825613,2.4355855,2024-07-11 20:02:31,202428,1,208 -nchs-mortality,deaths_allcause_incidence_prop,week,state,2020-01-26,2024-06-30,52,0.0,64.7936347,19.7829043,4.1936175,2024-07-11 20:02:31,202428,1,151 -nchs-mortality,deaths_covid_and_pneumonia_notflu_incidence_num,week,nation,2020-02-02,2024-06-30,1,1.0,13560.0,2546.4891775,3102.444584,2024-07-11 20:02:31,202428,1,206 -nchs-mortality,deaths_covid_and_pneumonia_notflu_incidence_num,week,state,2020-01-26,2024-06-30,52,0.0,3120.0,74.7734843,166.3656996,2024-07-11 20:02:31,202428,1,151 -nchs-mortality,deaths_covid_and_pneumonia_notflu_incidence_prop,week,nation,2020-02-02,2024-06-30,1,0.0002993,4.0586273,0.7621866,0.928589,2024-07-11 20:02:31,202428,1,208 -nchs-mortality,deaths_covid_and_pneumonia_notflu_incidence_prop,week,state,2020-01-26,2024-06-30,52,0.0,15.0593874,1.0323062,1.3851003,2024-07-11 20:02:31,202428,1,151 -nchs-mortality,deaths_covid_incidence_num,week,nation,2020-02-02,2024-06-30,1,4.0,26028.0,5180.4069264,5803.1619944,2024-07-11 20:02:31,202428,1,206 -nchs-mortality,deaths_covid_incidence_num,week,state,2020-01-26,2024-06-30,52,0.0,6900.0,125.7584204,277.4175157,2024-07-11 20:02:31,202428,1,151 -nchs-mortality,deaths_covid_incidence_prop,week,nation,2020-02-02,2024-06-30,1,0.0011972,7.7904094,1.5505414,1.7369374,2024-07-11 20:02:31,202428,1,208 -nchs-mortality,deaths_covid_incidence_prop,week,state,2020-01-26,2024-06-30,52,0.0,35.6833011,1.8490244,2.4358915,2024-07-11 20:02:31,202428,1,151 -nchs-mortality,deaths_flu_incidence_num,week,nation,2020-02-02,2024-06-30,1,3.0,1053.0,130.7359307,219.5542404,2024-07-11 20:02:31,202428,1,206 -nchs-mortality,deaths_flu_incidence_num,week,state,2020-01-26,2024-06-30,52,0.0,341.0,2.5239014,9.8127152,2024-07-11 20:02:31,202428,1,151 -nchs-mortality,deaths_flu_incidence_prop,week,nation,2020-02-02,2024-06-30,1,0.0008979,0.3151722,0.0391304,0.0657145,2024-07-11 20:02:31,202428,1,208 -nchs-mortality,deaths_flu_incidence_prop,week,state,2020-01-26,2024-06-30,52,0.0,1.7634791,0.0286143,0.1006508,2024-07-11 20:02:31,202428,1,151 -nchs-mortality,deaths_percent_of_expected,week,nation,2020-02-02,2024-06-30,1,35.0,148.0,115.012987,12.6479061,2024-07-11 20:02:31,202428,1,206 -nchs-mortality,deaths_percent_of_expected,week,state,2020-01-26,2024-06-30,52,0.0,974.0,116.6793394,26.8318025,2024-07-11 20:02:31,202428,1,151 -nchs-mortality,deaths_pneumonia_notflu_incidence_num,week,nation,2020-02-02,2024-06-30,1,1033.0,16923.0,5621.978355,3210.6857077,2024-07-11 20:02:31,202428,1,206 -nchs-mortality,deaths_pneumonia_notflu_incidence_num,week,state,2020-01-26,2024-06-30,52,0.0,3516.0,119.3092671,183.7273371,2024-07-11 20:02:31,202428,1,151 -nchs-mortality,deaths_pneumonia_notflu_incidence_prop,week,nation,2020-02-02,2024-06-30,1,0.309186,5.0652028,1.6827076,0.9609865,2024-07-11 20:02:31,202428,1,208 -nchs-mortality,deaths_pneumonia_notflu_incidence_prop,week,state,2020-01-26,2024-06-30,52,0.0,18.0071383,1.7942397,1.3154329,2024-07-11 20:02:32,202428,1,151 -nchs-mortality,deaths_pneumonia_or_flu_or_covid_incidence_num,week,nation,2020-02-02,2024-06-30,1,1130.0,29426.0,8373.3246753,5879.3912842,2024-07-11 20:02:31,202428,1,206 -nchs-mortality,deaths_pneumonia_or_flu_or_covid_incidence_num,week,state,2020-01-26,2024-06-30,52,0.0,7487.0,171.2118748,295.1599189,2024-07-11 20:02:32,202428,1,151 -nchs-mortality,deaths_pneumonia_or_flu_or_covid_incidence_prop,week,nation,2020-02-02,2024-06-30,1,0.3382189,8.8074607,2.5062097,1.7597535,2024-07-11 20:02:31,202428,1,208 -nchs-mortality,deaths_pneumonia_or_flu_or_covid_incidence_prop,week,state,2020-01-26,2024-06-30,52,0.0,38.7189674,2.6426429,2.3571262,2024-07-11 20:02:32,202428,1,151 -nssp,pct_ed_visits_combined,week,county,2022-09-25,2024-06-30,2950,0.0,100.0,3.4143,3.7335714,2024-07-12 23:21:58,202428,1,93 -nssp,pct_ed_visits_combined,week,hrr,2022-09-25,2024-06-30,305,0.0,979.8262271,25.5895479,53.5643105,2024-07-12 23:22:05,202428,1,93 -nssp,pct_ed_visits_combined,week,msa,2022-09-25,2024-06-30,377,0.0,33.33,3.2973987,3.2894222,2024-07-12 23:22:06,202428,1,93 -nssp,pct_ed_visits_combined,week,nation,2022-09-25,2024-06-30,1,0.7,10.07,3.1775269,2.5247602,2024-07-12 23:22:07,202428,1,93 -nssp,pct_ed_visits_combined,week,state,2022-09-25,2024-06-30,48,0.0,18.51,3.2584789,2.9220065,2024-07-12 23:22:07,202428,1,93 -nssp,pct_ed_visits_covid,week,county,2022-09-25,2024-06-30,2950,0.0,100.0,1.5876442,1.4889733,2024-07-12 23:21:59,202428,1,93 -nssp,pct_ed_visits_covid,week,hrr,2022-09-25,2024-06-30,305,0.0,311.5972081,11.8991794,21.0702111,2024-07-12 23:22:05,202428,1,93 -nssp,pct_ed_visits_covid,week,msa,2022-09-25,2024-06-30,377,0.0,25.0,1.5687724,1.2201358,2024-07-12 23:22:06,202428,1,93 -nssp,pct_ed_visits_covid,week,nation,2022-09-25,2024-06-30,1,0.34,3.79,1.4964516,0.8244994,2024-07-12 23:22:07,202428,1,93 -nssp,pct_ed_visits_covid,week,state,2022-09-25,2024-06-30,48,0.0,6.14,1.567733,1.0344043,2024-07-12 23:22:07,202428,1,93 -nssp,pct_ed_visits_influenza,week,county,2022-09-25,2024-06-30,2950,0.0,100.0,1.5031473,2.6880486,2024-07-12 23:22:00,202428,1,93 -nssp,pct_ed_visits_influenza,week,hrr,2022-09-25,2024-06-30,305,0.0,717.7298925,11.2657727,33.1535884,2024-07-12 23:22:05,202428,1,93 -nssp,pct_ed_visits_influenza,week,msa,2022-09-25,2024-06-30,377,0.0,33.33,1.4139352,2.3319394,2024-07-12 23:22:06,202428,1,93 -nssp,pct_ed_visits_influenza,week,nation,2022-09-25,2024-06-30,1,0.15,6.69,1.4260215,1.6881173,2024-07-12 23:22:07,202428,1,93 -nssp,pct_ed_visits_influenza,week,state,2022-09-25,2024-06-30,48,0.0,14.02,1.3865659,2.0466715,2024-07-12 23:22:07,202428,1,93 -nssp,pct_ed_visits_rsv,week,county,2022-09-25,2024-06-30,2950,0.0,50.0,0.3744205,0.806547,2024-07-12 23:22:01,202428,1,93 -nssp,pct_ed_visits_rsv,week,hrr,2022-09-25,2024-06-30,305,0.0,192.012669,2.8061764,8.4453292,2024-07-12 23:22:05,202428,1,93 -nssp,pct_ed_visits_rsv,week,msa,2022-09-25,2024-06-30,377,0.0,12.5,0.3614361,0.6316735,2024-07-12 23:22:06,202428,1,93 -nssp,pct_ed_visits_rsv,week,nation,2022-09-25,2024-06-30,1,0.01,1.21,0.2988172,0.3509981,2024-07-12 23:22:07,202428,1,93 -nssp,pct_ed_visits_rsv,week,state,2022-09-25,2024-06-30,48,0.0,3.51,0.3487948,0.5227118,2024-07-12 23:22:07,202428,1,93 -nssp,smoothed_pct_ed_visits_combined,week,county,2022-09-25,2024-06-30,2950,0.0,99.22,3.5107064,3.9967925,2024-07-12 23:22:02,202428,1,93 -nssp,smoothed_pct_ed_visits_combined,week,hrr,2022-09-25,2024-06-30,305,0.0,957.3675833,26.0703963,53.4720771,2024-07-12 23:22:05,202428,1,93 -nssp,smoothed_pct_ed_visits_combined,week,msa,2022-09-25,2024-06-30,377,0.01,78.38,3.3416261,3.4476819,2024-07-12 23:22:06,202428,1,93 -nssp,smoothed_pct_ed_visits_combined,week,nation,2022-09-25,2024-06-30,1,0.71,9.39,3.1963441,2.4727695,2024-07-12 23:22:07,202428,1,93 -nssp,smoothed_pct_ed_visits_combined,week,state,2022-09-25,2024-06-30,48,0.19,16.85,3.2816667,2.8495445,2024-07-12 23:22:07,202428,1,93 -nssp,smoothed_pct_ed_visits_covid,week,county,2022-09-25,2024-06-30,2950,0.0,100.0,1.6273512,1.8472852,2024-07-12 23:22:03,202428,1,93 -nssp,smoothed_pct_ed_visits_covid,week,hrr,2022-09-25,2024-06-30,305,0.0,227.8170048,11.962018,20.3935122,2024-07-12 23:22:05,202428,1,93 -nssp,smoothed_pct_ed_visits_covid,week,msa,2022-09-25,2024-06-30,377,0.02,8.25,1.5750287,1.1493053,2024-07-12 23:22:06,202428,1,93 -nssp,smoothed_pct_ed_visits_covid,week,nation,2022-09-25,2024-06-30,1,0.34,3.46,1.5069892,0.8108455,2024-07-12 23:22:07,202428,1,93 -nssp,smoothed_pct_ed_visits_covid,week,state,2022-09-25,2024-06-30,48,0.14,5.69,1.5821774,1.013231,2024-07-12 23:22:07,202428,1,93 -nssp,smoothed_pct_ed_visits_influenza,week,county,2022-09-25,2024-06-30,2950,0.0,99.59,1.5453046,2.6834442,2024-07-12 23:22:03,202428,1,93 -nssp,smoothed_pct_ed_visits_influenza,week,hrr,2022-09-25,2024-06-30,305,0.0,598.6853832,10.9382861,31.0064407,2024-07-12 23:22:05,202428,1,93 -nssp,smoothed_pct_ed_visits_influenza,week,msa,2022-09-25,2024-06-30,377,0.0,45.7197201,1.437614,2.4061246,2024-07-12 23:22:06,202428,1,93 -nssp,smoothed_pct_ed_visits_influenza,week,nation,2022-09-25,2024-06-30,1,0.15,6.2,1.4292473,1.6461635,2024-07-12 23:22:07,202428,1,93 -nssp,smoothed_pct_ed_visits_influenza,week,state,2022-09-25,2024-06-30,48,0.01,12.2,1.3912231,1.982371,2024-07-12 23:22:07,202428,1,93 -nssp,smoothed_pct_ed_visits_rsv,week,county,2022-09-25,2024-06-30,2950,0.0,8.1,0.3803105,0.6380552,2024-07-12 23:22:04,202428,1,93 -nssp,smoothed_pct_ed_visits_rsv,week,hrr,2022-09-25,2024-06-30,305,0.0,111.4399065,2.4239867,6.6798595,2024-07-12 23:22:06,202428,1,93 -nssp,smoothed_pct_ed_visits_rsv,week,msa,2022-09-25,2024-06-30,377,0.0,5.87,0.3650536,0.5970827,2024-07-12 23:22:07,202428,1,93 -nssp,smoothed_pct_ed_visits_rsv,week,nation,2022-09-25,2024-06-30,1,0.01,1.16,0.3034409,0.3459396,2024-07-12 23:22:07,202428,1,93 -nssp,smoothed_pct_ed_visits_rsv,week,state,2022-09-25,2024-06-30,48,0.0,3.31,0.3530914,0.5120802,2024-07-12 23:22:07,202428,1,93 -safegraph,bars_visit_num,day,county,2019-01-01,2022-05-01,328,0.0,1712.0,35.4599546,65.5341225,2022-05-05 19:37:58,20220505,4,699 -safegraph,bars_visit_num,day,hhs,2020-11-23,2022-05-01,10,0.0,6967.0,831.9868726,1061.7611531,2022-05-05 19:37:59,20220505,4,56 -safegraph,bars_visit_num,day,hrr,2019-01-01,2022-05-01,155,0.0,2391.0,71.4344727,120.4955467,2022-05-05 19:37:59,20220505,4,699 -safegraph,bars_visit_num,day,msa,2019-01-01,2022-05-01,145,0.0,2281.3040791721087,74.5352422,135.6182876,2022-05-05 19:37:59,20220505,4,699 -safegraph,bars_visit_num,day,nation,2020-11-23,2022-05-01,1,1236.0,21545.0,8319.8687259,3614.1063879,2022-05-05 19:38:00,20220505,4,56 -safegraph,bars_visit_num,day,state,2019-01-01,2022-05-01,44,0.0,4222.0,237.2687517,397.9090323,2022-05-05 19:38:00,20220505,4,699 -safegraph,bars_visit_prop,day,county,2019-01-01,2022-05-01,328,0.0,13112.745098,82.3334549,208.9469853,2022-05-05 19:37:58,20220505,4,699 -safegraph,bars_visit_prop,day,hhs,2020-11-23,2022-05-01,10,0.0,270.6083716,55.4404785,31.2752896,2022-05-05 19:37:59,20220505,4,56 -safegraph,bars_visit_prop,day,hrr,2019-01-01,2022-05-01,155,0.0,13112.745098,100.5553307,270.0243869,2022-05-05 19:37:59,20220505,4,699 -safegraph,bars_visit_prop,day,msa,2019-01-01,2022-05-01,145,0.0,13112.745098,103.9871697,281.7532115,2022-05-05 19:37:59,20220505,4,699 -safegraph,bars_visit_prop,day,nation,2020-11-23,2022-05-01,1,8.575187500706795,150.8930494,59.3136132,25.6406558,2022-05-05 19:38:00,20220505,4,56 -safegraph,bars_visit_prop,day,state,2019-01-01,2022-05-01,44,0.0,3221.753721710696,89.193714,173.9372732,2022-05-05 19:38:00,20220505,4,699 -safegraph,completely_home_prop,day,county,2019-01-01,2021-04-16,3230,0.007874015748031496,0.9310344827586207,0.278665,0.0702235,2021-05-02 18:53:32,20210502,16,539 -safegraph,completely_home_prop,day,hhs,2020-12-01,2021-04-16,10,0.1797469,0.5482684,0.2909285,0.0491876,2021-05-02 18:53:53,20210502,16,61 -safegraph,completely_home_prop,day,hrr,2019-01-01,2021-04-16,306,0.08001028094199845,0.6593583,0.2930112,0.0585253,2021-05-02 18:53:53,20210502,16,735 -safegraph,completely_home_prop,day,msa,2019-01-01,2021-04-16,392,0.039657719888075905,0.7577088051783436,0.2965347,0.0598019,2021-05-02 18:53:55,20210502,16,735 -safegraph,completely_home_prop,day,nation,2020-12-01,2021-04-16,1,0.2206703,0.38552012092106447,0.2887108,0.0346086,2021-05-02 18:53:58,20210502,16,61 -safegraph,completely_home_prop,day,state,2019-01-01,2021-04-16,56,0.0575658,0.9310344827586207,0.3034599,0.0678677,2021-05-02 18:53:58,20210502,4,539 -safegraph,completely_home_prop_7dav,day,county,2019-01-01,2021-04-16,3230,0.02173628565358505,0.8976667192456667,0.2795002,0.060135,2021-05-02 18:53:35,20210502,16,735 -safegraph,completely_home_prop_7dav,day,hhs,2020-12-01,2021-04-16,10,0.1994976,0.4040249,0.2932915,0.0421952,2021-05-02 18:53:53,20210502,16,61 -safegraph,completely_home_prop_7dav,day,hrr,2019-01-01,2021-04-16,306,0.08927350825237748,0.5674837168911971,0.293722,0.0513038,2021-05-02 18:53:53,20210502,16,735 -safegraph,completely_home_prop_7dav,day,msa,2019-01-01,2021-04-16,392,0.05075441398151424,0.6757879586022045,0.2972941,0.052533,2021-05-02 18:53:56,20210502,16,735 -safegraph,completely_home_prop_7dav,day,nation,2020-12-01,2021-04-16,1,0.2416674,0.3477498,0.2910837,0.0283847,2021-05-02 18:53:58,20210502,16,61 -safegraph,completely_home_prop_7dav,day,state,2019-01-01,2021-04-16,56,0.1339286,0.8322408,0.3011662,0.054508,2021-05-02 18:53:58,20210502,16,735 -safegraph,full_time_work_prop,day,county,2019-01-01,2021-04-16,3230,0.004464285714285714,0.4137931,0.0544141,0.0295373,2021-05-02 18:53:37,20210502,16,539 -safegraph,full_time_work_prop,day,hhs,2020-12-01,2021-04-16,10,0.0226403,0.1164575,0.0552768,0.0186925,2021-05-02 18:53:53,20210502,16,61 -safegraph,full_time_work_prop,day,hrr,2019-01-01,2021-04-16,306,0.011434172338697951,0.1595878125506952,0.0521926,0.0235929,2021-05-02 18:53:54,20210502,16,736 -safegraph,full_time_work_prop,day,msa,2019-01-01,2021-04-16,392,0.007871445450778973,0.2092593,0.0509874,0.0231894,2021-05-02 18:53:56,20210502,16,736 -safegraph,full_time_work_prop,day,nation,2020-12-01,2021-04-16,1,0.0278687,0.0768372,0.0547243,0.0159177,2021-05-02 18:53:58,20210502,16,61 -safegraph,full_time_work_prop,day,state,2019-01-01,2021-04-16,56,0.013320918935537341,0.28,0.055365,0.0257244,2021-05-02 18:53:58,20210502,4,539 -safegraph,full_time_work_prop_7dav,day,county,2019-01-01,2021-04-16,3230,0.006896551724137931,0.3333333333333333,0.0542633,0.0178739,2021-05-02 18:53:41,20210502,16,736 -safegraph,full_time_work_prop_7dav,day,hhs,2020-12-01,2021-04-16,10,0.0336392,0.0863855,0.0545378,0.0096541,2021-05-02 18:53:53,20210502,16,61 -safegraph,full_time_work_prop_7dav,day,hrr,2019-01-01,2021-04-16,306,0.011748844106542549,0.11544231159965582,0.0520489,0.0133283,2021-05-02 18:53:54,20210502,16,736 -safegraph,full_time_work_prop_7dav,day,msa,2019-01-01,2021-04-16,392,0.01127613188585125,0.1510516,0.0508328,0.0134542,2021-05-02 18:53:56,20210502,16,736 -safegraph,full_time_work_prop_7dav,day,nation,2020-12-01,2021-04-16,1,0.0380634517264083,0.0635446,0.0539855,0.0060352,2021-05-02 18:53:58,20210502,16,61 -safegraph,full_time_work_prop_7dav,day,state,2019-01-01,2021-04-16,56,0.014143177710892891,0.2233333,0.0533023,0.0147557,2021-05-02 18:53:58,20210502,16,736 -safegraph,median_home_dwell_time,day,county,2019-01-01,2021-04-16,3230,0.0,1439.0,624.5131019,131.4666819,2021-05-02 18:53:43,20210502,16,536 -safegraph,median_home_dwell_time,day,hhs,2020-12-01,2021-04-16,10,398.1290312,987.4156667,692.5885915,72.3209312,2021-05-02 18:53:53,20210502,16,61 -safegraph,median_home_dwell_time,day,hrr,2019-01-01,2021-04-16,306,60.61710037174721,1230.8227360308285,659.6106675,96.0502621,2021-05-02 18:53:54,20210502,16,736 -safegraph,median_home_dwell_time,day,msa,2019-01-01,2021-04-16,392,0.0,1291.027397260274,652.1446074,96.356952,2021-05-02 18:53:57,20210502,16,736 -safegraph,median_home_dwell_time,day,nation,2020-12-01,2021-04-16,1,498.1061097,955.4602784,695.6873728,59.8301174,2021-05-02 18:53:58,20210502,16,61 -safegraph,median_home_dwell_time,day,state,2019-01-01,2021-04-16,56,0.0,1439.0,638.33047,111.1091946,2021-05-02 18:53:59,20210502,4,536 -safegraph,median_home_dwell_time_7dav,day,county,2019-01-01,2021-04-16,3230,0.0,1259.8848653667594,624.4795319,114.298693,2021-05-02 18:53:46,20210502,16,736 -safegraph,median_home_dwell_time_7dav,day,hhs,2020-12-01,2021-04-16,10,556.3816959,837.4941722,692.659163,50.8156061,2021-05-02 18:53:53,20210502,16,61 -safegraph,median_home_dwell_time_7dav,day,hrr,2019-01-01,2021-04-16,306,100.59797657082002,1161.8768055167272,659.5732816,81.9092483,2021-05-02 18:53:55,20210502,16,736 -safegraph,median_home_dwell_time_7dav,day,msa,2019-01-01,2021-04-16,392,5.128585558852621,1181.1115459882583,652.2258676,81.3926929,2021-05-02 18:53:57,20210502,16,736 -safegraph,median_home_dwell_time_7dav,day,nation,2020-12-01,2021-04-16,1,610.6005169,750.6838576,695.7465289,34.26082,2021-05-02 18:53:58,20210502,16,61 -safegraph,median_home_dwell_time_7dav,day,state,2019-01-01,2021-04-16,56,0.0,1095.2676687283972,642.2644286,88.5509973,2021-05-02 18:53:59,20210502,16,736 -safegraph,part_time_work_prop,day,county,2019-01-01,2021-04-16,3230,0.006172839506172839,0.6,0.0932559,0.035791,2021-05-02 18:53:48,20210502,16,539 -safegraph,part_time_work_prop,day,hhs,2020-12-01,2021-04-16,10,0.0412934,0.1455495,0.0831563,0.0224993,2021-05-02 18:53:53,20210502,16,61 -safegraph,part_time_work_prop,day,hrr,2019-01-01,2021-04-16,306,0.023324723731039186,0.20595583932566194,0.0881441,0.0291706,2021-05-02 18:53:55,20210502,16,736 -safegraph,part_time_work_prop,day,msa,2019-01-01,2021-04-16,392,0.01723398228380942,0.2504762,0.0875711,0.0291497,2021-05-02 18:53:57,20210502,16,736 -safegraph,part_time_work_prop,day,nation,2020-12-01,2021-04-16,1,0.0507607,0.1064855,0.0830949,0.0162921,2021-05-02 18:53:58,20210502,16,61 -safegraph,part_time_work_prop,day,state,2019-01-01,2021-04-16,56,0.021739130434782608,0.38888888888888884,0.0882391,0.0289185,2021-05-02 18:53:59,20210502,4,539 -safegraph,part_time_work_prop_7dav,day,county,2019-01-01,2021-04-16,3230,0.012987012987012988,0.3333333333333333,0.093027,0.0233194,2021-05-02 18:53:51,20210502,16,736 -safegraph,part_time_work_prop_7dav,day,hhs,2020-12-01,2021-04-16,10,0.052794,0.1259997,0.0822747,0.0157529,2021-05-02 18:53:53,20210502,16,61 -safegraph,part_time_work_prop_7dav,day,hrr,2019-01-01,2021-04-16,306,0.029345368495015154,0.1669262755029665,0.0879483,0.0194639,2021-05-02 18:53:55,20210502,16,736 -safegraph,part_time_work_prop_7dav,day,msa,2019-01-01,2021-04-16,392,0.023301771007538004,0.17497948636724578,0.0873612,0.0194203,2021-05-02 18:53:58,20210502,16,736 -safegraph,part_time_work_prop_7dav,day,nation,2020-12-01,2021-04-16,1,0.0646221,0.0934234,0.0822052,0.0064839,2021-05-02 18:53:58,20210502,16,61 -safegraph,part_time_work_prop_7dav,day,state,2019-01-01,2021-04-16,56,0.02990319988485851,0.2233333,0.0870579,0.0189547,2021-05-02 18:53:59,20210502,16,736 -safegraph,restaurants_visit_num,day,county,2019-01-01,2022-05-01,2558,0.0,33649.76197787811,336.9821415,1011.0176971,2022-05-05 19:37:58,20220505,4,699 -safegraph,restaurants_visit_num,day,hhs,2020-11-23,2022-05-01,10,1229.0,464246.0,85506.3042471,91044.9764197,2022-05-05 19:37:59,20220505,4,56 -safegraph,restaurants_visit_num,day,hrr,2019-01-01,2022-05-01,306,0.0,58188.0,2739.1807406,4211.6777334,2022-05-05 19:37:59,20220505,4,699 -safegraph,restaurants_visit_num,day,msa,2019-01-01,2022-05-01,392,0.0,77776.3205829467,1929.7680653,4095.6358663,2022-05-05 19:37:59,20220505,4,699 -safegraph,restaurants_visit_num,day,nation,2020-11-23,2022-05-01,1,172675.0,1398876.0,855063.042471,206610.5315481,2022-05-05 19:38:00,20220505,4,56 -safegraph,restaurants_visit_num,day,state,2019-01-01,2022-05-01,52,0.0,223549.01494440317,16132.0774158,22711.4546914,2022-05-05 19:38:00,20220505,4,699 -safegraph,restaurants_visit_prop,day,county,2019-01-01,2022-05-01,2558,0.0,66495.09824914185,356.5319925,486.8617561,2022-05-05 19:37:58,20220505,4,699 -safegraph,restaurants_visit_prop,day,hhs,2020-11-23,2022-05-01,10,16.0178065,994.7253426,309.1208048,189.5336784,2022-05-05 19:37:59,20220505,4,56 -safegraph,restaurants_visit_prop,day,hrr,2019-01-01,2022-05-01,306,0.0,3379.2991361096174,393.3603518,262.3700685,2022-05-05 19:37:59,20220505,4,699 -safegraph,restaurants_visit_prop,day,msa,2019-01-01,2022-05-01,392,0.0,3087.815754537735,433.5970141,312.9316116,2022-05-05 19:37:59,20220505,4,699 -safegraph,restaurants_visit_prop,day,nation,2020-11-23,2022-05-01,1,71.5862474,569.1083054,349.807256,83.7868593,2022-05-05 19:38:00,20220505,4,56 -safegraph,restaurants_visit_prop,day,state,2019-01-01,2022-05-01,52,0.0,1600.2592679,339.210474,214.4236077,2022-05-05 19:38:00,20220505,4,699 -usa-facts,confirmed_7dav_cumulative_num,day,county,2020-02-01,2021-07-22,3193,0.0,1223614.2857143,4336.4998223,21959.0204341,2021-10-28 17:59:22,20211028,1,376 -usa-facts,confirmed_7dav_cumulative_num,day,hhs,2020-02-01,2021-07-22,10,0.0,7188417.5714286,1417317.9361391,1736122.336279,2021-07-24 17:53:39,20210724,1,356 -usa-facts,confirmed_7dav_cumulative_num,day,hrr,2020-02-01,2021-07-22,306,0.0,1231096.211411,45125.6711433,88178.7582502,2021-10-28 17:59:23,20211028,1,342 -usa-facts,confirmed_7dav_cumulative_num,day,msa,2020-02-01,2021-07-22,384,0.0,2315347.8571429,31521.949434,107155.0212596,2021-10-28 17:59:23,20211028,1,342 -usa-facts,confirmed_7dav_cumulative_num,day,nation,2020-02-01,2021-07-22,1,6.857142857142857,33508411.7142857,14173179.3613914,12729369.5771938,2021-07-24 17:53:53,20210724,1,356 -usa-facts,confirmed_7dav_cumulative_num,day,state,2020-02-01,2021-07-22,51,0.0,3760285.8571429,272108.5873225,498689.1922484,2021-10-28 17:59:23,20211028,1,340 -usa-facts,confirmed_7dav_cumulative_prop,day,county,2020-02-01,2021-07-22,3142,0.0,82672.5905673,4201.1135246,4647.9993861,2021-10-28 17:59:23,20211028,1,334 -usa-facts,confirmed_7dav_cumulative_prop,day,hhs,2020-02-01,2021-07-22,10,0.0,11461.7348321,4201.859079,3901.7456733,2021-07-24 17:53:39,20210724,1,384 -usa-facts,confirmed_7dav_cumulative_prop,day,hrr,2020-02-01,2021-07-22,306,0.0,17582.261312,4174.058408,4258.6713526,2021-10-28 17:59:23,20211028,1,342 -usa-facts,confirmed_7dav_cumulative_prop,day,msa,2020-02-01,2021-07-22,384,0.0,17506.9444955,4219.8452245,4246.6430414,2021-10-28 17:59:23,20211028,1,342 -usa-facts,confirmed_7dav_cumulative_prop,day,nation,2020-02-01,2021-07-22,1,0.002089066787104385,10208.5243751,4317.9380813,3878.073384,2021-07-24 17:53:53,20210724,1,356 -usa-facts,confirmed_7dav_cumulative_prop,day,state,2020-02-01,2021-07-22,51,0.0,14571.1616265,4184.3877956,4294.5691621,2021-10-28 17:59:23,20211028,1,340 -usa-facts,confirmed_7dav_incidence_num,day,county,2020-02-01,2023-01-02,3193,-78001.8571429,53643.5714286,28.128576,261.9637152,2023-01-04 20:24:45,20230104,1,699 -usa-facts,confirmed_7dav_incidence_num,day,hhs,2020-02-01,2023-01-02,10,-5228.8571429,158359.1428571,8978.6355871,14923.8713348,2023-01-04 20:24:53,20230104,1,699 -usa-facts,confirmed_7dav_incidence_num,day,hrr,2020-02-01,2023-01-02,306,-38721.7635559,51800.1821995,286.9054939,834.8624087,2023-01-04 20:24:53,20230104,1,699 -usa-facts,confirmed_7dav_incidence_num,day,msa,2020-02-01,2023-01-02,384,-67833.5714286,99088.0,196.6737498,1009.1580688,2023-01-04 20:24:54,20230104,1,699 -usa-facts,confirmed_7dav_incidence_num,day,nation,2020-02-01,2023-01-02,1,-106.7142857,793051.4285714,89786.3558709,113079.8738132,2023-01-04 20:24:55,20230104,2,699 -usa-facts,confirmed_7dav_incidence_num,day,state,2020-02-01,2023-01-02,51,-6852.1428571,127472.2857143,1760.5177794,4305.5097969,2023-01-04 20:24:55,20230104,1,699 -usa-facts,confirmed_7dav_incidence_prop,day,county,2020-02-01,2023-01-02,3142,-44650.5272976,44722.5244831,26.4997697,103.2413688,2023-01-04 20:24:46,20230104,1,699 -usa-facts,confirmed_7dav_incidence_prop,day,hhs,2020-02-01,2023-01-02,10,-35.2171639,449.3509318,26.8299102,36.562245,2023-01-04 20:24:53,20230104,2,699 -usa-facts,confirmed_7dav_incidence_prop,day,hrr,2020-02-01,2023-01-02,306,-2034.5005476,1135.7596836,26.6935049,42.9954384,2023-01-04 20:24:53,20230104,1,699 -usa-facts,confirmed_7dav_incidence_prop,day,msa,2020-02-01,2023-01-02,384,-2822.6960987,1494.0649278,26.8544845,43.7354226,2023-01-04 20:24:54,20230104,1,699 -usa-facts,confirmed_7dav_incidence_prop,day,nation,2020-02-01,2023-01-02,1,-0.0323892,240.7017119,27.2513595,34.3212536,2023-01-04 20:24:55,20230104,2,699 -usa-facts,confirmed_7dav_incidence_prop,day,state,2020-02-01,2023-01-02,51,-219.9902025,529.4548894,27.6516619,39.7897067,2023-01-04 20:24:55,20230104,1,699 -usa-facts,confirmed_cumulative_num,day,county,2020-01-25,2023-01-02,3193,0.0,3420119.0,13416.5229115,58900.0500137,2023-01-04 20:24:46,20230104,1,699 -usa-facts,confirmed_cumulative_num,day,hhs,2020-01-25,2023-01-02,10,0.0,20923900.0,4254855.322905,4688048.8703272,2023-01-04 20:24:53,20230104,1,699 -usa-facts,confirmed_cumulative_num,day,hrr,2020-01-25,2023-01-02,306,0.0,3435284.8617095,138312.0941972,235778.8992406,2023-01-04 20:24:53,20230104,1,699 -usa-facts,confirmed_cumulative_num,day,msa,2020-01-25,2023-01-02,384,0.0,6776125.0,94699.4364589,292733.9037178,2023-01-04 20:24:54,20230104,1,699 -usa-facts,confirmed_cumulative_num,day,nation,2020-01-25,2023-01-02,1,32.0,95878582.0,42548553.2290503,33478213.8602107,2023-01-04 20:24:55,20230104,2,699 -usa-facts,confirmed_cumulative_num,day,state,2020-01-25,2023-01-02,51,0.0,10887571.0,839542.6606713,1355143.0742701,2023-01-04 20:24:55,20230104,1,699 -usa-facts,confirmed_cumulative_prop,day,county,2020-01-25,2023-01-02,3142,0.0,357367.8483477,12978.6757711,10949.3357589,2023-01-04 20:24:47,20230104,1,699 -usa-facts,confirmed_cumulative_prop,day,hhs,2020-01-25,2023-01-02,10,0.0,33090.0646997,12675.3273795,10149.5494649,2023-01-04 20:24:53,20230104,2,699 -usa-facts,confirmed_cumulative_prop,day,hrr,2020-01-25,2023-01-02,306,0.0,51022.08092,12921.0507086,10436.1263936,2023-01-04 20:24:53,20230104,2,699 -usa-facts,confirmed_cumulative_prop,day,msa,2020-01-25,2023-01-02,384,0.0,45312.9383475,12941.2746288,10570.6794767,2023-01-04 20:24:54,20230104,2,699 -usa-facts,confirmed_cumulative_prop,day,nation,2020-01-25,2023-01-02,1,0.0097124,29100.4315635,12914.0547924,10161.0855207,2023-01-04 20:24:55,20230104,2,699 -usa-facts,confirmed_cumulative_prop,day,state,2020-01-25,2023-01-02,51,0.0,39956.2019629,13155.6130204,10748.9246133,2023-01-04 20:24:55,20230104,2,699 -usa-facts,confirmed_incidence_num,day,county,2020-01-25,2023-01-02,3193,-546013.0,353962.0,28.1504973,743.201466,2023-01-04 20:24:48,20230104,1,699 -usa-facts,confirmed_incidence_num,day,hhs,2020-01-25,2023-01-02,10,-46738.0,363306.0,8927.1732775,18062.0651374,2023-01-04 20:24:53,20230104,1,699 -usa-facts,confirmed_incidence_num,day,hrr,2020-01-25,2023-01-02,306,-271052.3448913,185965.4417602,287.0509706,1501.1778561,2023-01-04 20:24:53,20230104,1,699 -usa-facts,confirmed_incidence_num,day,msa,2020-01-25,2023-01-02,384,-475087.0,228158.0,196.7937273,1653.8254242,2023-01-04 20:24:54,20230104,1,699 -usa-facts,confirmed_incidence_num,day,nation,2020-01-25,2023-01-02,1,-13697.0,1226142.0,89271.7327747,126470.3878782,2023-01-04 20:24:55,20230104,2,699 -usa-facts,confirmed_incidence_num,day,state,2020-01-25,2023-01-02,51,-47965.0,345159.0,1761.6856166,5777.1075014,2023-01-04 20:24:55,20230104,1,699 -usa-facts,confirmed_incidence_prop,day,county,2020-01-25,2023-01-02,3142,-312553.691083,312696.8673043,26.5650265,304.9645635,2023-01-04 20:24:48,20230104,1,699 -usa-facts,confirmed_incidence_prop,day,hhs,2020-01-25,2023-01-02,10,-314.7876796,784.7260585,26.6778423,46.770253,2023-01-04 20:24:53,20230104,1,699 -usa-facts,confirmed_incidence_prop,day,hrr,2020-01-25,2023-01-02,306,-14323.2666099,7950.3122014,26.6953788,85.6476479,2023-01-04 20:24:53,20230104,1,699 -usa-facts,confirmed_incidence_prop,day,msa,2020-01-25,2023-01-02,384,-19793.9711082,10458.4544948,26.8695905,88.3641895,2023-01-04 20:24:54,20230104,1,699 -usa-facts,confirmed_incidence_prop,day,nation,2020-01-25,2023-01-02,1,-4.1572226,372.1504909,27.0951645,38.3854537,2023-01-04 20:24:55,20230104,2,699 -usa-facts,confirmed_incidence_prop,day,state,2020-01-25,2023-01-02,51,-1638.2168618,1722.6928949,27.6722931,65.5128442,2023-01-04 20:24:55,20230104,1,699 -usa-facts,deaths_7dav_cumulative_num,day,county,2020-02-01,2021-07-22,3193,-0.8571429,24591.7142857,87.4804083,452.1448093,2021-10-28 17:59:23,20211028,1,376 -usa-facts,deaths_7dav_cumulative_num,day,hhs,2020-02-01,2021-07-22,10,0.0,122223.8571429,28144.6630112,30097.3115609,2021-07-24 17:53:40,20210724,1,356 -usa-facts,deaths_7dav_cumulative_num,day,hrr,2020-02-01,2021-07-22,306,0.0,24684.7851819,909.9843131,1806.2630771,2021-10-28 17:59:23,20211028,1,337 -usa-facts,deaths_7dav_cumulative_num,day,msa,2020-02-01,2021-07-22,384,0.0,64098.5714286,627.3933306,2781.3438476,2021-10-28 17:59:23,20211028,1,342 -usa-facts,deaths_7dav_cumulative_num,day,nation,2020-02-01,2021-07-22,1,0.0,602929.5714286,281446.6301115,209147.4997157,2021-07-24 17:53:53,20210724,1,356 -usa-facts,deaths_7dav_cumulative_num,day,state,2020-02-01,2021-07-22,51,0.0,63489.1428571,5482.0339214,9408.7635076,2021-10-28 17:59:23,20211028,1,312 -usa-facts,deaths_7dav_cumulative_prop,day,county,2020-02-01,2021-07-22,3142,0.0,865.8008658,85.0257793,108.8292357,2021-10-28 17:59:23,20211028,1,333 -usa-facts,deaths_7dav_cumulative_prop,day,hhs,2020-02-01,2021-07-22,10,0.0,281.8448579,84.9987066,73.1618796,2021-07-24 17:53:40,20210724,1,356 -usa-facts,deaths_7dav_cumulative_prop,day,hrr,2020-02-01,2021-07-22,306,0.0,447.3055058,82.5973216,83.5682306,2021-10-28 17:59:23,20211028,1,337 -usa-facts,deaths_7dav_cumulative_prop,day,msa,2020-02-01,2021-07-22,384,0.0,409.4583782,75.022065,79.4840691,2021-10-28 17:59:23,20211028,1,342 -usa-facts,deaths_7dav_cumulative_prop,day,nation,2020-02-01,2021-07-22,1,0.0,183.6858541,85.7442844,63.7179514,2021-07-24 17:53:53,20210724,1,356 -usa-facts,deaths_7dav_cumulative_prop,day,state,2020-02-01,2021-07-22,51,0.0,298.2372591,77.3747468,74.9940189,2021-10-28 17:59:23,20211028,1,312 -usa-facts,deaths_7dav_incidence_num,day,county,2020-02-01,2023-01-02,3193,-1140.0,1345.5714286,0.3135858,3.9649796,2023-01-04 20:24:49,20230104,1,628 -usa-facts,deaths_7dav_incidence_num,day,hhs,2020-02-01,2023-01-02,10,-514.1428571,1211.0,100.0959968,139.1133421,2023-01-04 20:24:53,20230104,1,617 -usa-facts,deaths_7dav_incidence_num,day,hrr,2020-02-01,2023-01-02,306,-565.9199931,430.8454645,3.0379385,9.6241823,2023-01-04 20:24:54,20230104,1,588 -usa-facts,deaths_7dav_incidence_num,day,msa,2020-02-01,2023-01-02,384,-1163.7142857,1185.0,1.9671742,12.5240928,2023-01-04 20:24:54,20230104,1,588 -usa-facts,deaths_7dav_incidence_num,day,nation,2020-02-01,2023-01-02,1,-41.2857143,3537.2857143,1000.9599679,811.1933866,2023-01-04 20:24:55,20230104,2,617 -usa-facts,deaths_7dav_incidence_num,day,state,2020-02-01,2023-01-02,51,-531.7142857,955.8571428571429,19.6267133,43.3457142,2023-01-04 20:24:55,20230104,1,617 -usa-facts,deaths_7dav_incidence_prop,day,county,2020-02-01,2023-01-02,3142,-1345.5069678,1345.5069678,0.3657449,1.8136157,2023-01-04 20:24:50,20230104,1,628 -usa-facts,deaths_7dav_incidence_prop,day,hhs,2020-02-01,2023-01-02,10,-3.4628319,4.183583,0.2882408,0.358071,2023-01-04 20:24:53,20230104,2,622 -usa-facts,deaths_7dav_incidence_prop,day,hrr,2020-02-01,2023-01-02,306,-38.6217947,14.3513787,0.3029906,0.5533538,2023-01-04 20:24:54,20230104,1,622 -usa-facts,deaths_7dav_incidence_prop,day,msa,2020-02-01,2023-01-02,384,-53.3820085,29.0639867,0.2956424,0.5762059,2023-01-04 20:24:55,20230104,1,622 -usa-facts,deaths_7dav_incidence_prop,day,nation,2020-02-01,2023-01-02,1,-0.0125308,1.0736135,0.3038047,0.246208,2023-01-04 20:24:55,20230104,2,622 -usa-facts,deaths_7dav_incidence_prop,day,state,2020-02-01,2023-01-02,51,-7.7131875,7.8089447,0.2947568,0.4184295,2023-01-04 20:24:55,20230104,1,622 -usa-facts,deaths_cumulative_num,day,county,2020-01-25,2023-01-02,3193,-6.0,46633.0,187.0525139,855.1497099,2023-01-04 20:24:50,20230104,1,635 -usa-facts,deaths_cumulative_num,day,hhs,2020-01-25,2023-01-02,10,0.0,250138.0,59318.2670391,57192.4003154,2023-01-04 20:24:53,20230104,1,617 -usa-facts,deaths_cumulative_num,day,hrr,2020-01-25,2023-01-02,306,0.0,34539.5623136,1874.025571,2942.5701208,2023-01-04 20:24:54,20230104,1,600 -usa-facts,deaths_cumulative_num,day,msa,2020-01-25,2023-01-02,384,0.0,84086.0,1239.8201199,4089.9341829,2023-01-04 20:24:55,20230104,1,600 -usa-facts,deaths_cumulative_num,day,nation,2020-01-25,2023-01-02,1,1.0,1068791.0,593182.6703911,361324.0341839,2023-01-04 20:24:55,20230104,2,617 -usa-facts,deaths_cumulative_num,day,state,2020-01-25,2023-01-02,51,0.0,97562.0,11705.6167019,16827.3441965,2023-01-04 20:24:55,20230104,1,617 -usa-facts,deaths_cumulative_prop,day,county,2020-01-25,2023-01-02,3142,0.0,9418.5487746,208.462631,186.8944545,2023-01-04 20:24:51,20230104,1,635 -usa-facts,deaths_cumulative_prop,day,hhs,2020-01-25,2023-01-02,10,0.0,390.3838766,172.7502603,112.6269236,2023-01-04 20:24:53,20230104,2,635 -usa-facts,deaths_cumulative_prop,day,hrr,2020-01-25,2023-01-02,306,0.0,599.3774413,181.0972097,136.1583754,2023-01-04 20:24:54,20230104,2,635 -usa-facts,deaths_cumulative_prop,day,msa,2020-01-25,2023-01-02,384,0.0,686.0646166,172.4510664,138.5730553,2023-01-04 20:24:55,20230104,1,635 -usa-facts,deaths_cumulative_prop,day,nation,2020-01-25,2023-01-02,1,0.0003035,324.3923586,180.0388715,109.6666754,2023-01-04 20:24:55,20230104,2,635 -usa-facts,deaths_cumulative_prop,day,state,2020-01-25,2023-01-02,51,0.0,441.4541527,171.4492517,124.1326156,2023-01-04 20:24:55,20230104,2,635 -usa-facts,deaths_incidence_num,day,county,2020-01-25,2023-01-02,3193,-7980.0,9356.0,0.3138132,9.4224201,2023-01-04 20:24:52,20230104,1,635 -usa-facts,deaths_incidence_num,day,hhs,2020-01-25,2023-01-02,10,-3719.0,3112.0,99.5148976,185.3103413,2023-01-04 20:24:53,20230104,1,617 -usa-facts,deaths_incidence_num,day,hrr,2020-01-25,2023-01-02,306,-3961.4399515,2948.8846453,3.0401694,18.3135562,2023-01-04 20:24:54,20230104,1,588 -usa-facts,deaths_incidence_num,day,msa,2020-01-25,2023-01-02,384,-8147.0,3165.0,1.9685633,21.1782972,2023-01-04 20:24:55,20230104,1,588 -usa-facts,deaths_incidence_num,day,nation,2020-01-25,2023-01-02,1,-2889.0,5057.0,995.1489758,972.6433335,2023-01-04 20:24:55,20230104,2,617 -usa-facts,deaths_incidence_num,day,state,2020-01-25,2023-01-02,51,-3722.0,3112.0,19.6401808,67.2644769,2023-01-04 20:24:55,20230104,1,617 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03:40:37,20240219,5,674.0 -chng,smoothed_adj_outpatient_cli,day,state,2020-02-01,2024-02-14,55.0,0.0013343,99.9995633,1.9595093,2.8460771,2024-02-20 03:40:37,20240219,5,674.0 -chng,smoothed_adj_outpatient_covid,day,county,2020-02-01,2024-02-14,3118.0,0.0007317,99.7382199,0.7897597,1.2604588,2024-02-20 03:40:33,20240219,3,674.0 -chng,smoothed_adj_outpatient_covid,day,hhs,2020-02-01,2024-02-14,10.0,9.94e-05,47.1757678,0.758748,1.2752592,2024-02-20 03:40:36,20240219,5,674.0 -chng,smoothed_adj_outpatient_covid,day,hrr,2020-02-01,2024-02-14,306.0,0.0004377,50.3590956,0.7379263,0.9213437,2024-02-20 03:40:36,20240219,5,674.0 -chng,smoothed_adj_outpatient_covid,day,msa,2020-02-01,2024-02-14,392.0,0.0003621,84.2126626,0.7507935,1.2899205,2024-02-20 03:40:37,20240219,5,674.0 -chng,smoothed_adj_outpatient_covid,day,nation,2020-02-01,2024-02-14,1.0,0.0002647,29.0740775,0.7761674,1.1225822,2024-02-20 03:40:37,20240219,5,674.0 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03:40:38,20240219,5,674.0 -chng,smoothed_outpatient_cli,day,county,2020-02-01,2024-02-14,3119.0,0.0008986,99.911661,1.7494246,3.2141828,2024-02-20 03:40:34,20240219,3,674.0 -chng,smoothed_outpatient_cli,day,hhs,2020-02-01,2024-02-14,10.0,0.0057532,21.7526533,2.1935759,2.4568923,2024-02-20 03:40:36,20240219,5,674.0 -chng,smoothed_outpatient_cli,day,hrr,2020-02-01,2024-02-14,306.0,0.0010292,54.076492,2.0121518,2.5913195,2024-02-20 03:40:36,20240219,5,674.0 -chng,smoothed_outpatient_cli,day,msa,2020-02-01,2024-02-14,392.0,0.0007571,54.213362,1.7692415,2.3668653,2024-02-20 03:40:37,20240219,5,674.0 -chng,smoothed_outpatient_cli,day,nation,2020-02-01,2024-02-14,1.0,0.014286,13.183495,2.4016659,2.3445632,2024-02-20 03:40:37,20240219,5,674.0 -chng,smoothed_outpatient_cli,day,state,2020-02-01,2024-02-14,55.0,0.0012136,38.0980677,1.976939,2.4902626,2024-02-20 03:40:38,20240219,5,674.0 -chng,smoothed_outpatient_covid,day,county,2020-02-01,2024-02-14,3118.0,0.0007317,99.7382199,0.7295667,1.1518214,2024-02-20 03:40:35,20240219,3,674.0 -chng,smoothed_outpatient_covid,day,hhs,2020-02-01,2024-02-14,10.0,0.0001026,7.902697,0.7473772,0.7532255,2024-02-20 03:40:36,20240219,5,674.0 -chng,smoothed_outpatient_covid,day,hrr,2020-02-01,2024-02-14,306.0,0.0004265,13.8813489,0.75981,0.8821325,2024-02-20 03:40:36,20240219,5,674.0 -chng,smoothed_outpatient_covid,day,msa,2020-02-01,2024-02-14,392.0,0.0003196,15.0058502,0.6983567,0.8724389,2024-02-20 03:40:37,20240219,5,674.0 -chng,smoothed_outpatient_covid,day,nation,2020-02-01,2024-02-14,1.0,0.0002781,5.7484116,0.7763361,0.7077705,2024-02-20 03:40:37,20240219,5,674.0 -chng,smoothed_outpatient_covid,day,state,2020-02-01,2024-02-14,55.0,0.0001764,10.9664911,0.7277603,0.824994,2024-02-20 03:40:38,20240219,5,674.0 -chng,smoothed_outpatient_flu,day,county,2020-02-01,2024-02-14,3118.0,0.0007864,99.8031496,0.2120383,0.5747436,2024-02-20 03:40:35,20240219,4,674.0 -chng,smoothed_outpatient_flu,day,hhs,2020-02-01,2024-02-14,10.0,0.0001256,3.3283321,0.1325491,0.2889045,2024-02-20 03:40:36,20240219,5,674.0 -chng,smoothed_outpatient_flu,day,hrr,2020-02-01,2024-02-14,306.0,0.0007358,7.7181903,0.1580634,0.3454277,2024-02-20 03:40:37,20240219,5,674.0 -chng,smoothed_outpatient_flu,day,msa,2020-02-01,2024-02-14,392.0,0.0005895,7.7881801,0.1547919,0.327931,2024-02-20 03:40:37,20240219,5,674.0 -chng,smoothed_outpatient_flu,day,nation,2020-02-01,2024-02-14,1.0,0.0042154,1.8960681,0.1439693,0.2751247,2024-02-20 03:40:37,20240219,5,674.0 -chng,smoothed_outpatient_flu,day,state,2020-02-01,2024-02-14,55.0,0.0003211,5.2040069,0.1365516,0.3116242,2024-02-20 03:40:38,20240219,5,674.0 -covid-act-now,pcr_specimen_positivity_rate,day,county,2020-03-01,2021-12-02,3126.0,0.0,1.0,0.0979475,0.0903481,2021-12-10 17:59:11,20211210,2,529.0 -covid-act-now,pcr_specimen_positivity_rate,day,hhs,2020-03-01,2021-12-02,10.0,0.0,0.65,0.0806975,0.0559965,2021-12-10 17:59:14,20211210,8,585.0 -covid-act-now,pcr_specimen_positivity_rate,day,hrr,2020-03-01,2021-12-02,306.0,0.0,1.0,0.0864302,0.069691,2021-12-10 17:59:15,20211210,4,599.0 -covid-act-now,pcr_specimen_positivity_rate,day,msa,2020-03-01,2021-12-02,384.0,0.0,1.0,0.087359,0.0711056,2021-12-10 17:59:15,20211210,3,529.0 -covid-act-now,pcr_specimen_positivity_rate,day,nation,2020-03-01,2021-12-02,1.0,0.0180044,0.2183382,0.0809607,0.0406573,2021-12-10 17:59:15,20211210,8,529.0 -covid-act-now,pcr_specimen_positivity_rate,day,state,2020-03-01,2021-12-02,51.0,0.0,1.0,0.0834229,0.0659636,2021-12-10 17:59:15,20211210,3,585.0 -covid-act-now,pcr_specimen_total_tests,day,county,2020-03-01,2021-12-02,3126.0,0.14,161333.71,338.7239566,1757.0608222,2021-12-10 17:59:13,20211210,2,428.0 -covid-act-now,pcr_specimen_total_tests,day,hhs,2020-03-01,2021-12-02,10.0,2.0,387262.01,98225.6981138,78754.8915,2021-12-10 17:59:15,20211210,8,585.0 -covid-act-now,pcr_specimen_total_tests,day,hrr,2020-03-01,2021-12-02,306.0,1.55e-05,161288.2579186,3240.5090482,6316.7070508,2021-12-10 17:59:15,20211210,4,526.0 -covid-act-now,pcr_specimen_total_tests,day,msa,2020-03-01,2021-12-02,384.0,0.14,174380.71,2342.0841463,7999.6725139,2021-12-10 17:59:15,20211210,2,428.0 -covid-act-now,pcr_specimen_total_tests,day,nation,2020-03-01,2021-12-02,1.0,1433.8,1768763.07,981518.2845639,460852.3824205,2021-12-10 17:59:15,20211210,8,428.0 -covid-act-now,pcr_specimen_total_tests,day,state,2020-03-01,2021-12-02,51.0,0.14,344887.85,19433.6865717,31650.7665229,2021-12-10 17:59:15,20211210,2,585.0 -doctor-visits,smoothed_adj_cli,day,county,2020-02-01,2024-07-12,2594.0,0.0,87.670832,2.3358112,3.5540203,2024-07-17 00:18:37,20240716,2,129.0 -doctor-visits,smoothed_adj_cli,day,hhs,2020-02-01,2024-07-12,10.0,0.071857,31.731976,2.8805662,3.4617466,2024-07-17 00:18:40,20240716,4,126.0 -doctor-visits,smoothed_adj_cli,day,hrr,2020-02-01,2024-07-12,306.0,0.0,62.072299,2.6495845,3.6460135,2024-07-17 00:18:43,20240716,4,129.0 -doctor-visits,smoothed_adj_cli,day,msa,2020-02-01,2024-07-12,384.0,0.0,83.92411,2.4590565,3.5400049,2024-07-17 00:18:45,20240716,4,129.0 -doctor-visits,smoothed_adj_cli,day,nation,2020-02-01,2024-07-12,1.0,0.120549,21.575689,3.0877363,3.4208281,2024-07-17 00:18:48,20240716,4,126.0 -doctor-visits,smoothed_adj_cli,day,state,2020-02-01,2024-07-12,53.0,0.0,79.135443,2.6750998,3.9470251,2024-07-17 00:18:50,20240716,3,129.0 -doctor-visits,smoothed_cli,day,county,2020-02-01,2024-07-12,2594.0,0.0,76.569615,1.9889825,3.0497556,2024-07-17 00:18:39,20240716,2,129.0 -doctor-visits,smoothed_cli,day,hhs,2020-02-01,2024-07-12,10.0,0.055393,35.777605,3.1877169,3.8427966,2024-07-17 00:18:42,20240716,4,126.0 -doctor-visits,smoothed_cli,day,hrr,2020-02-01,2024-07-12,306.0,0.0,52.474626,2.5259156,3.5549362,2024-07-17 00:18:44,20240716,4,129.0 -doctor-visits,smoothed_cli,day,msa,2020-02-01,2024-07-12,385.0,0.0,65.645487,2.2165108,3.2350177,2024-07-17 00:18:47,20240716,4,129.0 -doctor-visits,smoothed_cli,day,nation,2020-02-01,2024-07-12,1.0,0.120689,26.252728,3.4213596,3.8325068,2024-07-17 00:18:49,20240716,4,126.0 -doctor-visits,smoothed_cli,day,state,2020-02-01,2024-07-12,53.0,0.0,61.764374,2.8345543,3.9843822,2024-07-17 00:18:52,20240716,3,129.0 -dsew-cpr,booster_doses_admin_7dav,day,hhs,2021-11-01,2023-02-22,10.0,360.8571429,211419.2857143,25422.797562,37932.1282922,2023-02-24 16:51:39,20230224,1,182.0 -dsew-cpr,booster_doses_admin_7dav,day,nation,2021-11-01,2023-02-22,1.0,14740.2857143,1100514.8571429,257525.9704433,312271.1870132,2023-02-24 16:51:40,20230224,1,182.0 -dsew-cpr,booster_doses_admin_7dav,day,state,2021-11-01,2023-02-22,56.0,0.0,194532.1428571,4613.3131688,11601.9151563,2023-02-24 16:51:40,20230224,1,182.0 -dsew-cpr,confirmed_admissions_covid_1d_7dav,day,county,2021-01-07,2023-02-21,3272.0,0.0,825.5714285714286,2.3294191,9.6538384,2023-02-24 16:51:16,20230224,3,480.0 -dsew-cpr,confirmed_admissions_covid_1d_7dav,day,hhs,2020-12-16,2023-02-21,10.0,23.2857143,4990.0,667.6785049,780.5578655,2023-02-24 16:51:30,20230224,3,502.0 -dsew-cpr,confirmed_admissions_covid_1d_7dav,day,msa,2021-01-07,2023-02-21,392.0,0.0,1902.7142857142856,14.2411998,42.714571,2023-02-24 16:51:31,20230224,3,480.0 -dsew-cpr,confirmed_admissions_covid_1d_7dav,day,nation,2020-12-16,2023-02-21,1.0,1338.2857143,21086.1428571,6676.7850488,4537.105663,2023-02-24 16:51:32,20230224,3,502.0 -dsew-cpr,confirmed_admissions_covid_1d_7dav,day,state,2020-12-16,2023-02-21,56.0,0.0,2379.0,119.5731249,215.9007672,2023-02-24 16:51:32,20230224,3,502.0 -dsew-cpr,confirmed_admissions_covid_1d_prop_7dav,day,county,2021-01-07,2023-02-21,3219.0,0.0,569.2346462,1.8762013,4.3113657,2023-02-24 16:51:24,20230224,3,480.0 -dsew-cpr,confirmed_admissions_covid_1d_prop_7dav,day,hhs,2020-12-16,2023-02-21,10.0,0.1568329,8.1781998,1.863108,1.4513172,2023-02-24 16:51:30,20230224,3,502.0 -dsew-cpr,confirmed_admissions_covid_1d_prop_7dav,day,msa,2021-01-07,2023-02-21,392.0,0.0,52.2139965155508,2.1629876,2.5039056,2023-02-24 16:51:32,20230224,3,480.0 -dsew-cpr,confirmed_admissions_covid_1d_prop_7dav,day,nation,2020-12-16,2023-02-21,1.0,0.4005607,6.3112681,1.9984205,1.3579956,2023-02-24 16:51:32,20230224,3,502.0 -dsew-cpr,confirmed_admissions_covid_1d_prop_7dav,day,state,2020-12-16,2023-02-21,56.0,0.0,35.7918347,1.9012573,1.9888021,2023-02-24 16:51:33,20230224,3,502.0 -dsew-cpr,covid_naat_pct_positive_7dav,day,county,2020-12-07,2023-02-20,3198.0,0.0,1.0,0.1155519,0.0997406,2023-02-24 16:51:15,20230224,4,522.0 -dsew-cpr,covid_naat_pct_positive_7dav,day,hhs,2020-12-07,2023-02-20,10.0,0.004,0.436,0.0919346,0.0679411,2023-02-24 16:51:16,20230224,4,522.0 -dsew-cpr,covid_naat_pct_positive_7dav,day,msa,2020-12-07,2023-02-20,392.0,0.0,1.0,0.1084464,0.0916635,2023-02-24 16:51:16,20230224,4,522.0 -dsew-cpr,covid_naat_pct_positive_7dav,day,nation,2020-12-07,2023-02-20,1.0,0.0197007,0.3145435,0.097572,0.0623476,2023-02-24 16:51:16,20230224,4,522.0 -dsew-cpr,covid_naat_pct_positive_7dav,day,state,2020-12-07,2023-02-20,55.0,0.0,0.946,0.0997204,0.0823642,2023-02-24 16:51:16,20230224,4,522.0 -dsew-cpr,doses_admin_7dav,day,hhs,2021-05-02,2023-02-22,10.0,-25415.0,416729.2857143,70956.6438044,69418.1294544,2023-02-24 16:51:39,20230224,1,365.0 -dsew-cpr,doses_admin_7dav,day,nation,2021-05-02,2023-02-22,1.0,84396.2857143,2405770.1428571,706882.2067602,508222.8169732,2023-02-24 16:51:40,20230224,1,365.0 -dsew-cpr,doses_admin_7dav,day,state,2021-05-02,2023-02-22,56.0,-34912.7142857,340911.8571429,12732.1491109,23061.218246,2023-02-24 16:51:40,20230224,1,365.0 -dsew-cpr,people_booster_doses,day,hhs,2021-11-01,2023-02-22,10.0,798354.0,21409818.0,9252301.1570292,5435063.9417483,2023-02-24 16:51:39,20230224,1,182.0 -dsew-cpr,people_booster_doses,day,nation,2021-11-01,2023-02-22,1.0,19141580.0,117047500.0,92522945.6153846,24244972.5200394,2023-02-24 16:51:40,20230224,1,182.0 -dsew-cpr,people_booster_doses,day,state,2021-11-01,2023-02-22,56.0,143.0,17335732.0,1652195.4574176,2259512.8844226,2023-02-24 16:51:40,20230224,1,182.0 -dsew-cpr,people_full_vaccinated,day,county,2021-04-12,2023-02-22,3272.0,18.0,7519699.0,59563.0639614,211223.6154859,2023-02-24 16:51:33,20230224,1,385.0 -dsew-cpr,people_full_vaccinated,day,hhs,2021-01-15,2023-02-22,10.0,62625.0,41839198.0,17210344.7447526,11586031.1172692,2023-02-24 16:51:39,20230224,1,472.0 -dsew-cpr,people_full_vaccinated,day,msa,2021-04-12,2023-02-22,392.0,70.0,15491795.0,418183.4066464,1051278.8411392,2023-02-24 16:51:39,20230224,1,385.0 -dsew-cpr,people_full_vaccinated,day,nation,2021-01-15,2023-02-22,1.0,1540774.0,228878714.0,172103447.4475262,65899353.6538525,2023-02-24 16:51:40,20230224,1,472.0 -dsew-cpr,people_full_vaccinated,day,state,2021-01-15,2023-02-22,56.0,0.0,29504730.0,3073275.8472773,4305501.1704603,2023-02-24 16:51:40,20230224,1,472.0 -fb-survey,raw_cli,day,county,2020-04-06,2022-06-25,642.0,0.0,19.047619047619047,0.9247258,0.998862,2022-07-01 14:59:42,20220701,1,150.0 -fb-survey,raw_cli,day,hrr,2020-04-06,2022-06-25,306.0,0.0,11.0607993,0.9550459,1.0436459,2022-07-01 14:59:57,20220701,3,150.0 -fb-survey,raw_cli,day,msa,2020-04-06,2022-06-25,342.0,0.0,10.9638047,0.8877732,0.9860774,2022-07-01 15:00:12,20220701,4,150.0 -fb-survey,raw_cli,day,nation,2020-04-06,2022-06-26,1.0,0.338621,4.9208848,1.1742658,0.7933958,2022-07-01 15:00:22,20220701,2,253.0 -fb-survey,raw_cli,day,state,2020-04-06,2022-06-25,51.0,0.0,11.081765,1.1699135,1.0178461,2022-07-01 15:00:26,20220701,4,150.0 -fb-survey,raw_hh_cmnty_cli,day,county,2020-04-15,2022-06-25,351.0,0.4092675,68.9130435,21.0312594,9.4592786,2022-07-01 14:59:42,20220701,1,141.0 -fb-survey,raw_hh_cmnty_cli,day,hrr,2020-04-15,2022-06-25,288.0,1.2711864,68.9054726,21.6422026,9.9707881,2022-07-01 14:59:57,20220701,4,141.0 -fb-survey,raw_hh_cmnty_cli,day,msa,2020-04-15,2022-06-25,215.0,2.2987534,68.9130435,20.9525067,9.5781275,2022-07-01 15:00:12,20220701,4,141.0 -fb-survey,raw_hh_cmnty_cli,day,nation,2020-04-15,2022-06-26,1.0,8.6940597,48.3062084,21.5924631,7.4691767,2022-07-01 15:00:23,20220701,2,244.0 -fb-survey,raw_hh_cmnty_cli,day,state,2020-04-15,2022-06-25,51.0,2.9411765,66.9255021,22.2057274,9.7290508,2022-07-01 15:00:26,20220701,4,141.0 -fb-survey,raw_ili,day,county,2020-04-06,2022-06-25,642.0,0.0,19.047619047619047,0.9478843,1.0147259,2022-07-01 14:59:42,20220701,1,150.0 -fb-survey,raw_ili,day,hrr,2020-04-06,2022-06-25,306.0,0.0,11.2681159,0.9779726,1.061052,2022-07-01 14:59:57,20220701,3,150.0 -fb-survey,raw_ili,day,msa,2020-04-06,2022-06-25,342.0,0.0,10.9638047,0.9124409,1.004418,2022-07-01 15:00:12,20220701,4,150.0 -fb-survey,raw_ili,day,nation,2020-04-06,2022-06-26,1.0,0.3525545,5.0480449,1.2000985,0.8120644,2022-07-01 15:00:23,20220701,2,253.0 -fb-survey,raw_ili,day,state,2020-04-06,2022-06-25,51.0,0.0,11.081765,1.1941615,1.0364316,2022-07-01 15:00:26,20220701,4,150.0 -fb-survey,raw_nohh_cmnty_cli,day,county,2020-04-15,2022-06-25,351.0,0.3267974,64.0283737,16.7370961,8.6774912,2022-07-01 14:59:42,20220701,1,141.0 -fb-survey,raw_nohh_cmnty_cli,day,hrr,2020-04-15,2022-06-25,288.0,0.3787879,64.0939597,17.3080434,9.1652301,2022-07-01 14:59:57,20220701,4,141.0 -fb-survey,raw_nohh_cmnty_cli,day,msa,2020-04-15,2022-06-25,215.0,0.5633451,64.0283737,16.6829469,8.7874763,2022-07-01 15:00:12,20220701,4,141.0 -fb-survey,raw_nohh_cmnty_cli,day,nation,2020-04-15,2022-06-26,1.0,5.7044523,41.8558786,17.0048453,6.824453,2022-07-01 15:00:23,20220701,2,244.0 -fb-survey,raw_nohh_cmnty_cli,day,state,2020-04-15,2022-06-25,51.0,0.3267974,60.9350753,17.5830578,9.0078233,2022-07-01 15:00:26,20220701,4,141.0 -fb-survey,raw_wcli,day,county,2020-04-06,2022-06-25,640.0,0.0,19.047619047619047,0.9389968,1.0065155,2022-07-01 14:59:42,20220701,2,150.0 -fb-survey,raw_wcli,day,hrr,2020-04-06,2022-06-25,306.0,0.0,11.1186835,0.9865602,1.0702621,2022-07-01 14:59:57,20220701,2,150.0 -fb-survey,raw_wcli,day,msa,2020-04-06,2022-06-25,340.0,0.0,11.7928697,0.9314997,1.0168941,2022-07-01 15:00:12,20220701,2,150.0 -fb-survey,raw_wcli,day,nation,2020-04-06,2022-06-25,1.0,0.4039215,5.408061,1.3702998,0.9063896,2022-07-01 15:00:23,20220701,4,253.0 -fb-survey,raw_wcli,day,state,2020-04-06,2022-06-25,51.0,0.0,11.2808901,1.2850101,1.1000853,2022-07-01 15:00:26,20220701,2,150.0 -fb-survey,raw_whh_cmnty_cli,day,county,2020-04-15,2022-06-25,343.0,0.4092675,69.7366276,21.2513547,9.4036702,2022-07-01 14:59:42,20220701,4,141.0 -fb-survey,raw_whh_cmnty_cli,day,hrr,2020-04-15,2022-06-25,287.0,1.4154066,69.0424071,21.8559408,9.9701793,2022-07-01 14:59:57,20220701,4,141.0 -fb-survey,raw_whh_cmnty_cli,day,msa,2020-04-15,2022-06-25,207.0,1.6579937,69.9032636,21.1068482,9.564647,2022-07-01 15:00:12,20220701,4,141.0 -fb-survey,raw_whh_cmnty_cli,day,nation,2020-04-15,2022-06-25,1.0,9.1761173,48.2407423,21.5503016,7.2072222,2022-07-01 15:00:23,20220701,4,244.0 -fb-survey,raw_whh_cmnty_cli,day,state,2020-04-15,2022-06-25,51.0,2.5278035,67.7211955,22.4708687,9.5978548,2022-07-01 15:00:27,20220701,4,141.0 -fb-survey,raw_wili,day,county,2020-04-06,2022-06-25,640.0,0.0,19.047619047619047,0.9617527,1.0224706,2022-07-01 14:59:42,20220701,2,150.0 -fb-survey,raw_wili,day,hrr,2020-04-06,2022-06-25,306.0,0.0,11.1227941,1.0088413,1.0878227,2022-07-01 14:59:57,20220701,2,150.0 -fb-survey,raw_wili,day,msa,2020-04-06,2022-06-25,340.0,0.0,11.7928697,0.9555916,1.0354607,2022-07-01 15:00:12,20220701,2,150.0 -fb-survey,raw_wili,day,nation,2020-04-06,2022-06-25,1.0,0.4144906,5.5247274,1.3975828,0.9277962,2022-07-01 15:00:23,20220701,4,253.0 -fb-survey,raw_wili,day,state,2020-04-06,2022-06-25,51.0,0.0,11.2808901,1.3091654,1.1199192,2022-07-01 15:00:27,20220701,2,150.0 -fb-survey,raw_wnohh_cmnty_cli,day,county,2020-04-15,2022-06-25,343.0,0.3267974,64.8845314,16.7082958,8.5360556,2022-07-01 14:59:42,20220701,4,141.0 -fb-survey,raw_wnohh_cmnty_cli,day,hrr,2020-04-15,2022-06-25,287.0,0.3787879,64.4127616,17.2542155,9.0633926,2022-07-01 14:59:57,20220701,4,141.0 -fb-survey,raw_wnohh_cmnty_cli,day,msa,2020-04-15,2022-06-25,207.0,0.7005145,64.8845314,16.5727216,8.6670007,2022-07-01 15:00:12,20220701,4,141.0 -fb-survey,raw_wnohh_cmnty_cli,day,nation,2020-04-15,2022-06-25,1.0,5.9588102,40.5355196,16.6488651,6.4672122,2022-07-01 15:00:23,20220701,4,244.0 -fb-survey,raw_wnohh_cmnty_cli,day,state,2020-04-15,2022-06-25,51.0,0.3267974,61.2646482,17.5685456,8.7803074,2022-07-01 15:00:27,20220701,4,141.0 -fb-survey,smoothed_accept_covid_vaccine,day,county,2020-12-20,2021-08-08,757.0,6.3106857,96.3920452,67.9237724,14.3796865,2021-08-13 12:54:15,20210813,1,44.0 -fb-survey,smoothed_accept_covid_vaccine,day,hrr,2020-12-20,2021-08-06,306.0,10.2941176,92.1875,61.1924903,16.7694796,2021-08-11 12:56:16,20210811,1,44.0 -fb-survey,smoothed_accept_covid_vaccine,day,msa,2020-12-20,2021-08-07,362.0,15.1563221,92.9292808,65.2383722,14.3516874,2021-08-12 12:54:50,20210812,1,44.0 -fb-survey,smoothed_accept_covid_vaccine,day,nation,2020-12-20,2021-08-08,1.0,17.755102,74.5601494,46.7574433,22.3505344,2021-08-13 12:57:00,20210813,1,44.0 -fb-survey,smoothed_accept_covid_vaccine,day,state,2020-12-20,2021-08-08,51.0,6.3106857,90.8967391,55.2646333,20.9437812,2021-08-13 12:57:04,20210813,1,44.0 -fb-survey,smoothed_accept_covid_vaccine_no_appointment,day,county,2021-05-20,2022-06-27,92.0,2.8931167,48.019802,15.5086319,5.4726703,2022-07-01 14:59:42,20220701,1,63.0 -fb-survey,smoothed_accept_covid_vaccine_no_appointment,day,hrr,2021-05-21,2022-06-27,168.0,1.1811024,47.5490196,15.5441133,5.3891774,2022-07-01 14:59:57,20220701,1,63.0 -fb-survey,smoothed_accept_covid_vaccine_no_appointment,day,msa,2021-05-21,2022-06-27,95.0,3.3219911,38.9585132,17.2049154,5.438195,2022-07-01 15:00:12,20220701,1,63.0 -fb-survey,smoothed_accept_covid_vaccine_no_appointment,day,nation,2021-05-20,2022-06-27,1.0,10.5194141,21.4088779,14.5975905,2.8074055,2022-07-01 15:00:23,20220701,1,63.0 -fb-survey,smoothed_accept_covid_vaccine_no_appointment,day,state,2021-05-20,2022-06-27,48.0,2.8931167,31.7490615,14.3656827,4.2749012,2022-07-01 15:00:27,20220701,1,63.0 -fb-survey,smoothed_anxious_5d,day,county,2020-09-08,2021-03-15,754.0,2.496938,38.803681,17.3270685,3.6738037,2021-03-20 11:51:16,20210320,1,92.0 -fb-survey,smoothed_anxious_5d,day,hrr,2020-09-08,2021-03-11,306.0,4.4715447,33.9673913,16.9910865,3.0886278,2021-03-17 18:57:54,20210317,1,92.0 -fb-survey,smoothed_anxious_5d,day,msa,2020-09-08,2021-03-14,359.0,2.496938,37.2055658,17.3911656,3.5361126,2021-03-19 11:51:37,20210319,1,92.0 -fb-survey,smoothed_anxious_5d,day,nation,2020-09-08,2021-03-18,1.0,12.3224728,22.7558011,16.9176287,1.864669,2021-03-23 11:53:30,20210323,5,98.0 -fb-survey,smoothed_anxious_5d,day,state,2020-09-08,2021-03-15,51.0,6.7457199,38.803681,17.2987398,2.7756485,2021-03-20 11:52:09,20210320,5,92.0 -fb-survey,smoothed_anxious_7d,day,county,2021-03-02,2022-06-27,616.0,0.473738,30.7957769,12.7975556,3.1461309,2022-07-01 14:59:42,20220701,1,63.0 -fb-survey,smoothed_anxious_7d,day,hrr,2021-03-02,2022-06-27,306.0,1.3888889,31.8627451,12.7682873,2.9999053,2022-07-01 14:59:57,20220701,1,63.0 -fb-survey,smoothed_anxious_7d,day,msa,2021-03-02,2022-06-27,332.0,2.496278,27.8770477,12.9200141,3.0893081,2022-07-01 15:00:12,20220701,1,63.0 -fb-survey,smoothed_anxious_7d,day,nation,2021-03-02,2022-06-27,1.0,10.0859188,16.2442525,12.6390425,1.3485845,2022-07-01 15:00:23,20220701,1,63.0 -fb-survey,smoothed_anxious_7d,day,state,2021-03-02,2022-06-27,51.0,3.0405405,22.815534,12.7942177,2.2673367,2022-07-01 15:00:27,20220701,1,63.0 -fb-survey,smoothed_appointment_not_vaccinated,day,county,2021-05-20,2022-06-27,99.0,0.1462927,17.1988482,3.3385882,1.8404781,2022-07-01 14:59:42,20220701,1,88.0 -fb-survey,smoothed_appointment_not_vaccinated,day,hrr,2021-05-21,2022-06-27,177.0,0.1851852,20.3846154,3.4699997,1.9600779,2022-07-01 14:59:57,20220701,1,87.0 -fb-survey,smoothed_appointment_not_vaccinated,day,msa,2021-05-21,2022-06-27,99.0,0.2074501,19.0133854,3.9230132,2.0474182,2022-07-01 15:00:12,20220701,1,87.0 -fb-survey,smoothed_appointment_not_vaccinated,day,nation,2021-05-20,2022-06-27,1.0,1.3645163,5.7176348,2.879369,1.0287608,2022-07-01 15:00:23,20220701,1,88.0 -fb-survey,smoothed_appointment_not_vaccinated,day,state,2021-05-20,2022-06-27,49.0,0.136612,14.0884056,3.0139223,1.5351489,2022-07-01 15:00:27,20220701,1,88.0 -fb-survey,smoothed_appointment_or_accept_covid_vaccine,day,county,2021-05-20,2022-06-27,97.0,2.8947834,55.6878788,18.1899701,6.4070756,2022-07-01 14:59:42,20220701,1,63.0 -fb-survey,smoothed_appointment_or_accept_covid_vaccine,day,hrr,2021-05-21,2022-06-27,178.0,2.2727273,55.8252427,18.2009257,6.2416784,2022-07-01 14:59:57,20220701,1,63.0 -fb-survey,smoothed_appointment_or_accept_covid_vaccine,day,msa,2021-05-20,2022-06-27,98.0,3.3219911,46.6146387,20.1795558,6.2956446,2022-07-01 15:00:12,20220701,1,63.0 -fb-survey,smoothed_appointment_or_accept_covid_vaccine,day,nation,2021-05-20,2022-06-27,1.0,11.9167877,25.8840354,17.0285233,3.5663794,2022-07-01 15:00:23,20220701,1,63.0 -fb-survey,smoothed_appointment_or_accept_covid_vaccine,day,state,2021-05-20,2022-06-27,49.0,2.8947834,40.9091301,16.7679518,5.0595141,2022-07-01 15:00:27,20220701,1,63.0 -fb-survey,smoothed_belief_children_immune,day,county,2021-05-20,2022-02-18,362.0,0.2237989,19.3409509,4.8528498,2.2392157,2022-02-23 13:51:25,20220223,5,110.0 -fb-survey,smoothed_belief_children_immune,day,hrr,2021-05-20,2022-02-15,291.0,0.1333333,17.578125,4.9065365,2.1153129,2022-02-20 13:52:39,20220220,5,110.0 -fb-survey,smoothed_belief_children_immune,day,msa,2021-05-20,2022-02-17,216.0,0.1493704,18.8073394,4.7442141,2.0875794,2022-02-22 13:54:29,20220222,5,110.0 -fb-survey,smoothed_belief_children_immune,day,nation,2021-05-20,2022-02-19,1.0,2.9170739,6.4676486,4.712255,1.1693786,2022-02-24 13:53:42,20220224,5,110.0 -fb-survey,smoothed_belief_children_immune,day,state,2021-05-20,2022-02-18,51.0,0.4000003,12.3672014,4.6223851,1.5579756,2022-02-23 13:53:56,20220223,5,110.0 -fb-survey,smoothed_belief_created_small_group,day,county,2021-05-20,2022-06-27,363.0,1.5595178,38.9954032,16.9962957,5.1983294,2022-07-01 14:59:42,20220701,1,110.0 -fb-survey,smoothed_belief_created_small_group,day,hrr,2021-05-20,2022-06-27,291.0,2.4509804,50.4901961,18.915403,5.1776701,2022-07-01 14:59:57,20220701,1,110.0 -fb-survey,smoothed_belief_created_small_group,day,msa,2021-05-20,2022-06-27,216.0,2.0612317,40.4307125,17.6122869,4.8342499,2022-07-01 15:00:12,20220701,1,110.0 -fb-survey,smoothed_belief_created_small_group,day,nation,2021-05-20,2022-06-27,1.0,16.8966159,20.3157167,18.5028106,0.8152889,2022-07-01 15:00:23,20220701,1,110.0 -fb-survey,smoothed_belief_created_small_group,day,state,2021-05-20,2022-06-27,51.0,2.2522523,35.5991822,18.8051095,4.2701708,2022-07-01 15:00:27,20220701,1,110.0 -fb-survey,smoothed_belief_distancing_effective,day,county,2021-05-20,2022-06-27,375.0,49.3620543,96.961326,77.6388762,6.9251447,2022-07-01 14:59:42,20220701,1,110.0 -fb-survey,smoothed_belief_distancing_effective,day,hrr,2021-05-20,2022-06-27,293.0,47.7564103,96.2328767,75.1385342,6.9507118,2022-07-01 14:59:57,20220701,1,110.0 -fb-survey,smoothed_belief_distancing_effective,day,msa,2021-05-20,2022-06-27,219.0,46.7592593,95.2154174,76.469296,6.2078048,2022-07-01 15:00:12,20220701,1,110.0 -fb-survey,smoothed_belief_distancing_effective,day,nation,2021-05-20,2022-06-27,1.0,70.507751,81.219875,75.3967652,3.4605009,2022-07-01 15:00:23,20220701,1,110.0 -fb-survey,smoothed_belief_distancing_effective,day,state,2021-05-20,2022-06-27,51.0,49.5500005,95.5284553,74.454045,6.3504165,2022-07-01 15:00:27,20220701,1,110.0 -fb-survey,smoothed_belief_govt_exploitation,day,county,2021-05-20,2022-06-27,362.0,3.2557612,47.7401536,22.572586,6.8239109,2022-07-01 14:59:43,20220701,1,110.0 -fb-survey,smoothed_belief_govt_exploitation,day,hrr,2021-05-20,2022-06-27,291.0,4.4117647,55.8252427,25.3236335,6.7577857,2022-07-01 14:59:58,20220701,1,110.0 -fb-survey,smoothed_belief_govt_exploitation,day,msa,2021-05-20,2022-06-27,215.0,5.229548,49.2595629,23.8016288,6.0625237,2022-07-01 15:00:12,20220701,1,110.0 -fb-survey,smoothed_belief_govt_exploitation,day,nation,2021-05-20,2022-06-27,1.0,21.011988,28.2949287,24.8515407,1.8201246,2022-07-01 15:00:23,20220701,1,110.0 -fb-survey,smoothed_belief_govt_exploitation,day,state,2021-05-20,2022-06-27,51.0,4.1666667,46.4502192,25.6320025,5.8297068,2022-07-01 15:00:27,20220701,1,110.0 -fb-survey,smoothed_belief_masking_effective,day,county,2021-06-04,2022-06-27,376.0,43.2954171,97.9651163,77.5169356,8.2145814,2022-07-01 14:59:43,20220701,1,63.0 -fb-survey,smoothed_belief_masking_effective,day,hrr,2021-06-04,2022-06-27,293.0,41.3043478,97.4178404,74.1705489,8.2027679,2022-07-01 14:59:58,20220701,1,63.0 -fb-survey,smoothed_belief_masking_effective,day,msa,2021-06-04,2022-06-27,219.0,47.2142844,96.2759522,75.8904821,7.1293745,2022-07-01 15:00:12,20220701,1,63.0 -fb-survey,smoothed_belief_masking_effective,day,nation,2021-06-04,2022-06-27,1.0,69.7626672,80.7278994,74.5656604,3.3788714,2022-07-01 15:00:23,20220701,1,63.0 -fb-survey,smoothed_belief_masking_effective,day,state,2021-06-04,2022-06-27,51.0,43.7072569,97.9651163,73.3523019,7.4305426,2022-07-01 15:00:27,20220701,1,63.0 -fb-survey,smoothed_belief_vaccinated_mask_unnecessary,day,county,2021-05-20,2022-02-18,361.0,1.171875,77.7116976,21.0331544,14.0003231,2022-02-23 13:51:27,20220223,5,110.0 -fb-survey,smoothed_belief_vaccinated_mask_unnecessary,day,hrr,2021-05-20,2022-02-15,291.0,1.4150943,70.0819672,21.7323839,14.1352958,2022-02-20 13:52:40,20220220,5,110.0 -fb-survey,smoothed_belief_vaccinated_mask_unnecessary,day,msa,2021-05-20,2022-02-17,216.0,2.136855,77.4233591,21.4733949,14.1658188,2022-02-22 13:54:30,20220222,5,110.0 -fb-survey,smoothed_belief_vaccinated_mask_unnecessary,day,nation,2021-05-20,2022-02-19,1.0,8.3996604,48.4696633,21.8394571,13.6131326,2022-02-24 13:53:42,20220224,5,110.0 -fb-survey,smoothed_belief_vaccinated_mask_unnecessary,day,state,2021-05-20,2022-02-18,51.0,3.4288513,64.2857587,22.6686765,14.605575,2022-02-23 13:53:57,20220223,5,110.0 -fb-survey,smoothed_cli,day,county,2020-04-06,2022-06-27,1536.0,0.0,13.0003763,1.027805,1.0362304,2022-07-01 14:59:43,20220701,1,150.0 -fb-survey,smoothed_cli,day,hrr,2020-04-06,2022-06-27,306.0,0.0,11.2962963,1.2269157,1.0692117,2022-07-01 14:59:58,20220701,1,150.0 -fb-survey,smoothed_cli,day,msa,2020-04-06,2022-06-27,382.0,0.0,12.5231652,1.1602289,1.0960308,2022-07-01 15:00:12,20220701,1,150.0 -fb-survey,smoothed_cli,day,nation,2020-04-06,2022-06-27,1.0,0.3647163,4.382599,1.1685062,0.7841888,2022-07-01 15:00:23,20220701,1,253.0 -fb-survey,smoothed_cli,day,state,2020-04-06,2022-06-27,52.0,0.0,7.4156739,1.2031664,0.9198052,2022-07-01 15:00:27,20220701,1,150.0 -fb-survey,smoothed_covid_vaccinated,day,county,2021-01-06,2022-06-27,753.0,1.3182512,99.806477,73.1689173,24.0625346,2022-07-01 14:59:43,20220701,1,63.0 -fb-survey,smoothed_covid_vaccinated,day,hrr,2021-01-06,2022-06-27,306.0,0.4950495,99.5065789,74.1336252,20.9790356,2022-07-01 14:59:58,20220701,1,63.0 -fb-survey,smoothed_covid_vaccinated,day,msa,2021-01-06,2022-06-27,361.0,1.3497978,98.6988259,73.0066824,22.7746073,2022-07-01 15:00:12,20220701,1,63.0 -fb-survey,smoothed_covid_vaccinated,day,nation,2021-01-06,2022-06-27,1.0,5.4455056,86.832716,75.3232519,20.8758334,2022-07-01 15:00:23,20220701,1,63.0 -fb-survey,smoothed_covid_vaccinated,day,state,2021-01-06,2022-06-27,51.0,2.1550368,98.1481481,75.0844935,20.9783793,2022-07-01 15:00:27,20220701,1,63.0 -fb-survey,smoothed_covid_vaccinated_appointment_or_accept,day,county,2021-05-20,2022-06-27,657.0,65.1604516,99.8105963,88.0349635,5.2263187,2022-07-01 14:59:43,20220701,1,63.0 -fb-survey,smoothed_covid_vaccinated_appointment_or_accept,day,hrr,2021-05-20,2022-06-27,306.0,57.2625698,99.512987,85.9083299,5.3471261,2022-07-01 14:59:58,20220701,1,63.0 -fb-survey,smoothed_covid_vaccinated_appointment_or_accept,day,msa,2021-05-20,2022-06-27,347.0,62.9303278,99.0453217,86.8796612,4.9270324,2022-07-01 15:00:13,20220701,1,63.0 -fb-survey,smoothed_covid_vaccinated_appointment_or_accept,day,nation,2021-05-20,2022-06-27,1.0,86.0948981,88.5334628,87.1571506,0.5924003,2022-07-01 15:00:23,20220701,1,63.0 -fb-survey,smoothed_covid_vaccinated_appointment_or_accept,day,state,2021-05-20,2022-06-27,51.0,67.1810851,99.0066225,86.6146821,4.4267436,2022-07-01 15:00:27,20220701,1,63.0 -fb-survey,smoothed_covid_vaccinated_friends,day,county,2021-05-20,2022-06-27,371.0,34.2579817,95.5645161,70.2740465,9.8389206,2022-07-01 14:59:43,20220701,1,110.0 -fb-survey,smoothed_covid_vaccinated_friends,day,hrr,2021-05-20,2022-06-27,291.0,27.3148148,93.9716312,66.4414807,10.0810154,2022-07-01 14:59:58,20220701,1,110.0 -fb-survey,smoothed_covid_vaccinated_friends,day,msa,2021-05-20,2022-06-27,220.0,28.2667809,93.9811262,68.6786081,8.9466352,2022-07-01 15:00:13,20220701,1,110.0 -fb-survey,smoothed_covid_vaccinated_friends,day,nation,2021-05-20,2022-06-27,1.0,61.9736031,70.6638435,67.1348906,2.0818524,2022-07-01 15:00:23,20220701,1,110.0 -fb-survey,smoothed_covid_vaccinated_friends,day,state,2021-05-20,2022-06-27,51.0,38.66509,90.8653846,66.2411893,8.9589405,2022-07-01 15:00:27,20220701,1,110.0 -fb-survey,smoothed_covid_vaccinated_or_accept,day,county,2020-12-20,2021-08-08,768.0,45.0788284,99.745469,80.9666545,8.1259498,2021-08-13 12:54:19,20210813,1,44.0 -fb-survey,smoothed_covid_vaccinated_or_accept,day,hrr,2020-12-20,2021-08-08,306.0,44.5652174,99.5327103,80.0951132,7.769323,2021-08-13 12:55:33,20210813,1,44.0 -fb-survey,smoothed_covid_vaccinated_or_accept,day,msa,2020-12-20,2021-08-08,364.0,45.4966234,98.3311996,80.1205091,7.9816216,2021-08-13 12:56:24,20210813,1,44.0 -fb-survey,smoothed_covid_vaccinated_or_accept,day,nation,2020-12-20,2021-08-08,1.0,70.120171,87.7644024,82.8202898,4.7302724,2021-08-13 12:57:00,20210813,1,44.0 -fb-survey,smoothed_covid_vaccinated_or_accept,day,state,2020-12-20,2021-08-08,51.0,52.3185241,97.8932584,81.9259577,6.6068393,2021-08-13 12:57:05,20210813,1,44.0 -fb-survey,smoothed_delayed_care_cost,day,county,2021-05-20,2022-06-27,349.0,7.1428571,58.7731136,30.5260235,5.4782579,2022-07-01 14:59:43,20220701,1,110.0 -fb-survey,smoothed_delayed_care_cost,day,hrr,2021-05-20,2022-06-27,288.0,13.2,52.9661017,30.7646315,5.1338922,2022-07-01 14:59:58,20220701,1,110.0 -fb-survey,smoothed_delayed_care_cost,day,msa,2021-05-20,2022-06-27,213.0,7.1428571,58.7731136,30.749201,5.2077782,2022-07-01 15:00:13,20220701,1,110.0 -fb-survey,smoothed_delayed_care_cost,day,nation,2021-05-20,2022-06-27,1.0,29.3886846,32.304431,30.9506304,0.6386159,2022-07-01 15:00:23,20220701,1,110.0 -fb-survey,smoothed_delayed_care_cost,day,state,2021-05-20,2022-06-27,51.0,15.2439024,46.5873026,31.4106402,4.2449509,2022-07-01 15:00:27,20220701,1,110.0 -fb-survey,smoothed_depressed_5d,day,county,2020-09-08,2021-03-15,750.0,1.3215125,28.5219101,12.6707491,2.9490081,2021-03-20 11:51:17,20210320,0,92.0 -fb-survey,smoothed_depressed_5d,day,hrr,2020-09-08,2021-03-11,306.0,4.0372671,27.3722628,12.5759003,2.4165054,2021-03-17 18:57:55,20210317,1,92.0 -fb-survey,smoothed_depressed_5d,day,msa,2020-09-08,2021-03-14,360.0,1.5728509,29.4046023,12.9635171,2.8413762,2021-03-19 11:51:37,20210319,1,92.0 -fb-survey,smoothed_depressed_5d,day,nation,2020-09-08,2021-03-18,1.0,10.6528256,13.9352609,12.3595309,0.7665024,2021-03-23 11:53:31,20210323,5,98.0 -fb-survey,smoothed_depressed_5d,day,state,2020-09-08,2021-03-15,51.0,5.9090802,20.6156453,12.6730155,1.8084615,2021-03-20 11:52:10,20210320,5,92.0 -fb-survey,smoothed_depressed_7d,day,county,2021-03-02,2022-06-27,613.0,0.5597399,26.1063583,10.2403199,2.7376668,2022-07-01 14:59:43,20220701,1,63.0 -fb-survey,smoothed_depressed_7d,day,hrr,2021-03-02,2022-06-27,306.0,0.4807692,26.4423077,10.4213618,2.6238609,2022-07-01 14:59:58,20220701,1,63.0 -fb-survey,smoothed_depressed_7d,day,msa,2021-03-02,2022-06-27,331.0,0.4680631,26.8705864,10.468143,2.6812753,2022-07-01 15:00:13,20220701,1,63.0 -fb-survey,smoothed_depressed_7d,day,nation,2021-03-02,2022-06-27,1.0,8.8132706,12.4159631,10.2226592,0.8368107,2022-07-01 15:00:23,20220701,1,63.0 -fb-survey,smoothed_depressed_7d,day,state,2021-03-02,2022-06-27,51.0,2.3584906,19.6153846,10.4713187,1.8961675,2022-07-01 15:00:27,20220701,1,63.0 -fb-survey,smoothed_dontneed_reason_dont_spend_time,day,county,2021-02-09,2022-06-27,45.0,5.5555556,39.6263807,21.4008743,4.321096,2022-07-01 14:59:44,20220701,1,63.0 -fb-survey,smoothed_dontneed_reason_dont_spend_time,day,hrr,2021-02-12,2022-06-19,31.0,9.6899225,40.625,23.9224288,4.8282974,2022-06-24 12:52:41,20220624,4,63.0 -fb-survey,smoothed_dontneed_reason_dont_spend_time,day,msa,2021-02-11,2022-06-26,19.0,9.4119587,40.3463675,22.4776737,4.8522507,2022-07-01 15:00:13,20220701,2,63.0 -fb-survey,smoothed_dontneed_reason_dont_spend_time,day,nation,2021-02-09,2022-06-27,1.0,16.8978868,28.7211177,20.8719719,2.5463764,2022-07-01 15:00:23,20220701,1,63.0 -fb-survey,smoothed_dontneed_reason_dont_spend_time,day,state,2021-02-09,2022-06-27,41.0,5.5555556,38.942329,21.3398772,4.238066,2022-07-01 15:00:27,20220701,1,63.0 -fb-survey,smoothed_dontneed_reason_had_covid,day,county,2021-02-09,2022-06-27,45.0,7.5999696,67.7883312,33.9147538,11.7913429,2022-07-01 14:59:44,20220701,1,63.0 -fb-survey,smoothed_dontneed_reason_had_covid,day,hrr,2021-02-12,2022-06-19,31.0,5.9090909,59.9056604,27.3755076,11.0428184,2022-06-24 12:52:41,20220624,4,63.0 -fb-survey,smoothed_dontneed_reason_had_covid,day,msa,2021-02-11,2022-06-26,19.0,4.9886613,60.5993142,32.0541118,11.767344,2022-07-01 15:00:13,20220701,2,63.0 -fb-survey,smoothed_dontneed_reason_had_covid,day,nation,2021-02-09,2022-06-27,1.0,16.3324104,50.1111523,34.9273113,11.0253327,2022-07-01 15:00:23,20220701,1,63.0 -fb-survey,smoothed_dontneed_reason_had_covid,day,state,2021-02-09,2022-06-27,41.0,7.5999696,67.7883312,34.0707155,11.7727205,2022-07-01 15:00:27,20220701,1,63.0 -fb-survey,smoothed_dontneed_reason_not_beneficial,day,county,2021-02-09,2022-06-27,45.0,9.2224772,38.776445,22.6533446,3.8633949,2022-07-01 14:59:44,20220701,1,63.0 -fb-survey,smoothed_dontneed_reason_not_beneficial,day,hrr,2021-02-12,2022-06-19,31.0,9.3137255,36.5740741,21.3928019,4.3704203,2022-06-24 12:52:41,20220624,4,63.0 -fb-survey,smoothed_dontneed_reason_not_beneficial,day,msa,2021-02-11,2022-06-26,19.0,8.3386675,38.9421067,22.5059995,4.5892419,2022-07-01 15:00:13,20220701,2,63.0 -fb-survey,smoothed_dontneed_reason_not_beneficial,day,nation,2021-02-09,2022-06-27,1.0,19.1838094,26.9859256,22.7430719,2.2253834,2022-07-01 15:00:23,20220701,1,63.0 -fb-survey,smoothed_dontneed_reason_not_beneficial,day,state,2021-02-09,2022-06-27,41.0,9.2224772,38.776445,22.6736772,3.8323621,2022-07-01 15:00:27,20220701,1,63.0 -fb-survey,smoothed_dontneed_reason_not_high_risk,day,county,2021-02-09,2022-06-27,45.0,22.0150329,56.250625,38.6763552,4.187104,2022-07-01 14:59:44,20220701,1,63.0 -fb-survey,smoothed_dontneed_reason_not_high_risk,day,hrr,2021-02-12,2022-06-19,31.0,27.4774775,60.4761905,40.7726616,4.7536919,2022-06-24 12:52:41,20220624,4,63.0 -fb-survey,smoothed_dontneed_reason_not_high_risk,day,msa,2021-02-11,2022-06-26,19.0,28.1531223,61.0581599,41.1034348,4.4102823,2022-07-01 15:00:13,20220701,2,63.0 -fb-survey,smoothed_dontneed_reason_not_high_risk,day,nation,2021-02-09,2022-06-27,1.0,34.6180556,41.5073,38.5047144,1.441484,2022-07-01 15:00:23,20220701,1,63.0 -fb-survey,smoothed_dontneed_reason_not_high_risk,day,state,2021-02-09,2022-06-27,41.0,22.0150329,56.250625,38.6436171,4.1338582,2022-07-01 15:00:27,20220701,1,63.0 -fb-survey,smoothed_dontneed_reason_not_serious,day,county,2021-02-09,2022-06-27,45.0,18.9814991,63.4969607,38.0916004,5.7583841,2022-07-01 14:59:44,20220701,1,63.0 -fb-survey,smoothed_dontneed_reason_not_serious,day,hrr,2021-02-12,2022-06-19,31.0,20.8333333,61.2745098,36.1879966,6.2874237,2022-06-24 12:52:41,20220624,4,63.0 -fb-survey,smoothed_dontneed_reason_not_serious,day,msa,2021-02-11,2022-06-26,19.0,18.3854006,55.8194092,35.787947,5.7656897,2022-07-01 15:00:13,20220701,2,63.0 -fb-survey,smoothed_dontneed_reason_not_serious,day,nation,2021-02-09,2022-06-27,1.0,32.4725662,43.3047981,38.2416588,2.9637077,2022-07-01 15:00:23,20220701,1,63.0 -fb-survey,smoothed_dontneed_reason_not_serious,day,state,2021-02-09,2022-06-27,41.0,18.5060327,63.4969607,38.1241797,5.7263057,2022-07-01 15:00:27,20220701,1,63.0 -fb-survey,smoothed_dontneed_reason_other,day,county,2021-02-09,2022-06-27,45.0,15.3592362,51.6000438,31.6656623,4.3952503,2022-07-01 14:59:44,20220701,1,63.0 -fb-survey,smoothed_dontneed_reason_other,day,hrr,2021-02-12,2022-06-19,31.0,12.3762376,48.5294118,29.3215505,5.4914016,2022-06-24 12:52:41,20220624,4,63.0 -fb-survey,smoothed_dontneed_reason_other,day,msa,2021-02-11,2022-06-26,19.0,15.3036239,48.2089811,30.2311313,4.9965866,2022-07-01 15:00:13,20220701,2,63.0 -fb-survey,smoothed_dontneed_reason_other,day,nation,2021-02-09,2022-06-27,1.0,22.0281863,35.1886422,31.4579475,2.4228659,2022-07-01 15:00:23,20220701,1,63.0 -fb-survey,smoothed_dontneed_reason_other,day,state,2021-02-09,2022-06-27,41.0,15.3592362,51.6000438,31.69114,4.3716301,2022-07-01 15:00:27,20220701,1,63.0 -fb-survey,smoothed_dontneed_reason_precautions,day,county,2021-02-09,2022-06-27,45.0,2.2936032,45.8906592,16.6077555,6.5164296,2022-07-01 14:59:44,20220701,1,63.0 -fb-survey,smoothed_dontneed_reason_precautions,day,hrr,2021-02-12,2022-06-19,31.0,6.8807339,45.0892857,21.6270804,6.3256489,2022-06-24 12:52:41,20220624,4,63.0 -fb-survey,smoothed_dontneed_reason_precautions,day,msa,2021-02-11,2022-06-26,19.0,2.8657092,48.3796287,22.2286587,7.5302762,2022-07-01 15:00:13,20220701,2,63.0 -fb-survey,smoothed_dontneed_reason_precautions,day,nation,2021-02-09,2022-06-27,1.0,9.8516076,30.4647337,16.0890342,4.5571225,2022-07-01 15:00:23,20220701,1,63.0 -fb-survey,smoothed_dontneed_reason_precautions,day,state,2021-02-09,2022-06-27,41.0,2.2936032,43.3333333,16.4605263,6.338244,2022-07-01 15:00:27,20220701,1,63.0 -fb-survey,smoothed_felt_isolated_5d,day,county,2020-09-08,2021-03-15,747.0,4.847558,42.3968791,19.159348,3.8708993,2021-03-20 11:51:18,20210320,0,92.0 -fb-survey,smoothed_felt_isolated_5d,day,hrr,2020-09-08,2021-03-11,306.0,5.9633028,38.559322,18.6961722,3.1790815,2021-03-17 18:57:55,20210317,1,92.0 -fb-survey,smoothed_felt_isolated_5d,day,msa,2020-09-08,2021-03-14,358.0,4.872111,42.3968791,19.1309308,3.7302484,2021-03-19 11:51:38,20210319,1,92.0 -fb-survey,smoothed_felt_isolated_5d,day,nation,2020-09-08,2021-03-18,1.0,15.7917384,20.7178579,18.8105557,1.2162638,2021-03-23 11:53:32,20210323,5,98.0 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-fb-survey,smoothed_hesitancy_reason_sideeffects,day,county,2021-02-09,2022-06-27,269.0,32.1700956,77.7274672,54.5277961,6.6817846,2022-07-01 14:59:44,20220701,1,63.0 -fb-survey,smoothed_hesitancy_reason_sideeffects,day,hrr,2021-02-09,2022-06-27,264.0,31.7391304,77.184466,54.6944144,6.8935509,2022-07-01 14:59:59,20220701,1,63.0 -fb-survey,smoothed_hesitancy_reason_sideeffects,day,msa,2021-02-09,2022-06-27,182.0,31.3196644,77.8600854,54.208866,6.8612561,2022-07-01 15:00:13,20220701,1,63.0 -fb-survey,smoothed_hesitancy_reason_sideeffects,day,nation,2021-02-09,2022-06-27,1.0,46.2099725,61.6628626,56.8816361,4.3930445,2022-07-01 15:00:23,20220701,1,63.0 -fb-survey,smoothed_hesitancy_reason_sideeffects,day,state,2021-02-09,2022-06-27,50.0,36.222644,77.7274672,56.8734399,5.5501117,2022-07-01 15:00:28,20220701,1,63.0 -fb-survey,smoothed_hesitancy_reason_unnecessary,day,county,2021-02-09,2022-06-27,269.0,2.6923077,60.9159097,30.8502858,10.6748742,2022-07-01 14:59:44,20220701,1,63.0 -fb-survey,smoothed_hesitancy_reason_unnecessary,day,hrr,2021-02-09,2022-06-27,264.0,3.9634146,60.738255,30.479742,9.5801621,2022-07-01 14:59:59,20220701,1,63.0 -fb-survey,smoothed_hesitancy_reason_unnecessary,day,msa,2021-02-09,2022-06-27,182.0,4.9094519,60.2549363,29.5871094,9.7960234,2022-07-01 15:00:13,20220701,1,63.0 -fb-survey,smoothed_hesitancy_reason_unnecessary,day,nation,2021-02-09,2022-06-27,1.0,14.985451,44.0741505,34.973603,7.3436236,2022-07-01 15:00:23,20220701,1,63.0 -fb-survey,smoothed_hesitancy_reason_unnecessary,day,state,2021-02-09,2022-06-27,50.0,9.8511649,60.9159097,35.3889361,8.6494152,2022-07-01 15:00:28,20220701,1,63.0 -fb-survey,smoothed_hesitancy_reason_wait_safety,day,county,2021-02-09,2022-06-27,269.0,7.203921,61.8609084,33.163916,9.1076926,2022-07-01 14:59:44,20220701,1,63.0 -fb-survey,smoothed_hesitancy_reason_wait_safety,day,hrr,2021-02-09,2022-06-27,264.0,7.4257426,58.6065574,34.2231687,7.8186749,2022-07-01 14:59:59,20220701,1,63.0 -fb-survey,smoothed_hesitancy_reason_wait_safety,day,msa,2021-02-09,2022-06-27,182.0,8.4083875,56.0710642,35.301723,7.945878,2022-07-01 15:00:13,20220701,1,63.0 -fb-survey,smoothed_hesitancy_reason_wait_safety,day,nation,2021-02-09,2022-06-27,1.0,15.5350781,42.261273,29.55581,8.3428445,2022-07-01 15:00:23,20220701,1,63.0 -fb-survey,smoothed_hesitancy_reason_wait_safety,day,state,2021-02-09,2022-06-27,50.0,7.203921,50.3012048,29.9396632,8.5442628,2022-07-01 15:00:28,20220701,1,63.0 -fb-survey,smoothed_hh_cmnty_cli,day,county,2020-04-15,2022-06-27,1254.0,1.4851485,71.4236679,21.7236053,10.0597465,2022-07-01 14:59:44,20220701,1,141.0 -fb-survey,smoothed_hh_cmnty_cli,day,hrr,2020-04-15,2022-06-27,306.0,2.0833333,69.6261682,22.5243714,10.1504462,2022-07-01 14:59:59,20220701,1,141.0 -fb-survey,smoothed_hh_cmnty_cli,day,msa,2020-04-15,2022-06-27,381.0,2.291879,71.5988029,22.9118476,10.3617076,2022-07-01 15:00:14,20220701,1,141.0 -fb-survey,smoothed_hh_cmnty_cli,day,nation,2020-04-15,2022-06-27,1.0,8.9571677,46.6586363,21.5844429,7.4300114,2022-07-01 15:00:23,20220701,1,244.0 -fb-survey,smoothed_hh_cmnty_cli,day,state,2020-04-15,2022-06-27,52.0,3.0,63.6425937,22.0163667,9.5743832,2022-07-01 15:00:28,20220701,1,141.0 -fb-survey,smoothed_ili,day,county,2020-04-06,2022-06-27,1536.0,0.0,13.0003763,1.0523321,1.0539384,2022-07-01 14:59:45,20220701,1,150.0 -fb-survey,smoothed_ili,day,hrr,2020-04-06,2022-06-27,306.0,0.0,12.4443956,1.2519422,1.0877521,2022-07-01 14:59:59,20220701,1,150.0 -fb-survey,smoothed_ili,day,msa,2020-04-06,2022-06-27,382.0,0.0,12.9951589,1.1853276,1.1148771,2022-07-01 15:00:14,20220701,1,150.0 -fb-survey,smoothed_ili,day,nation,2020-04-06,2022-06-27,1.0,0.3778058,4.5067924,1.1945039,0.8030019,2022-07-01 15:00:23,20220701,1,253.0 -fb-survey,smoothed_ili,day,state,2020-04-06,2022-06-27,52.0,0.0,7.5896827,1.2279235,0.9389695,2022-07-01 15:00:28,20220701,1,150.0 -fb-survey,smoothed_inperson_school_fulltime,day,county,2020-11-24,2021-12-24,295.0,2.4768475,95.9090909,44.5197765,24.4115893,2022-02-02 20:51:33,20220202,5,133.0 -fb-survey,smoothed_inperson_school_fulltime,day,hrr,2020-11-24,2021-12-22,264.0,2.5,96.6981132,46.6805616,23.126512,2022-02-02 20:52:47,20220202,5,133.0 -fb-survey,smoothed_inperson_school_fulltime,day,msa,2020-11-24,2021-12-24,181.0,2.4768475,95.8277046,45.6823519,23.6294977,2022-02-02 20:53:52,20220202,5,133.0 -fb-survey,smoothed_inperson_school_fulltime,day,nation,2020-11-24,2021-12-24,1.0,31.1474442,86.2974266,57.9919467,19.6343032,2022-02-02 20:54:38,20220202,5,133.0 -fb-survey,smoothed_inperson_school_fulltime,day,state,2020-11-24,2021-12-24,50.0,4.6188443,95.9090909,58.5177167,22.7773491,2022-02-02 20:54:50,20220202,5,133.0 -fb-survey,smoothed_inperson_school_fulltime_oldest,day,county,2021-12-19,2022-06-27,70.0,64.2528801,99.5454541,93.1441744,3.8302019,2022-07-01 14:59:45,20220701,1,14.0 -fb-survey,smoothed_inperson_school_fulltime_oldest,day,hrr,2021-12-21,2022-06-27,89.0,58.7378641,99.7326203,91.7818697,5.0539044,2022-07-01 14:59:59,20220701,1,14.0 -fb-survey,smoothed_inperson_school_fulltime_oldest,day,msa,2021-12-20,2022-06-27,53.0,58.9464332,99.6914588,92.912921,4.2150885,2022-07-01 15:00:14,20220701,1,14.0 -fb-survey,smoothed_inperson_school_fulltime_oldest,day,nation,2021-12-19,2022-06-27,1.0,88.4834058,95.8449786,93.797397,1.8885489,2022-07-01 15:00:23,20220701,1,14.0 -fb-survey,smoothed_inperson_school_fulltime_oldest,day,state,2021-12-19,2022-06-27,42.0,64.2528801,99.5454541,93.2461363,3.7585036,2022-07-01 15:00:28,20220701,1,14.0 -fb-survey,smoothed_inperson_school_parttime,day,county,2020-11-24,2021-12-24,293.0,0.4471104,75.0,23.66865,12.0654216,2022-02-02 20:51:34,20220202,1,133.0 -fb-survey,smoothed_inperson_school_parttime,day,hrr,2020-11-24,2021-12-22,259.0,0.4464286,64.9390244,24.6476029,11.1406814,2022-02-02 20:52:47,20220202,5,133.0 -fb-survey,smoothed_inperson_school_parttime,day,msa,2020-11-24,2021-12-23,178.0,0.4471104,67.5480642,23.7069805,11.3600091,2022-02-02 20:53:52,20220202,5,133.0 -fb-survey,smoothed_inperson_school_parttime,day,nation,2020-11-24,2021-12-24,1.0,14.670418,28.0281176,21.435269,4.6015634,2022-02-02 20:54:38,20220202,5,133.0 -fb-survey,smoothed_inperson_school_parttime,day,state,2020-11-24,2021-12-24,50.0,4.6727195,65.3645513,22.4179137,9.9737538,2022-02-02 20:54:50,20220202,5,133.0 -fb-survey,smoothed_inperson_school_parttime_oldest,day,county,2021-12-19,2022-06-27,70.0,0.1455601,25.061993,4.3675839,2.6485041,2022-07-01 14:59:45,20220701,1,14.0 -fb-survey,smoothed_inperson_school_parttime_oldest,day,hrr,2021-12-21,2022-06-27,89.0,0.1968504,27.4691358,5.2424037,3.457449,2022-07-01 14:59:59,20220701,1,14.0 -fb-survey,smoothed_inperson_school_parttime_oldest,day,msa,2021-12-20,2022-06-27,53.0,0.2105131,30.1952249,4.4253137,2.7792599,2022-07-01 15:00:14,20220701,1,14.0 -fb-survey,smoothed_inperson_school_parttime_oldest,day,nation,2021-12-19,2022-06-27,1.0,2.4698405,7.3677432,3.9326243,1.2549263,2022-07-01 15:00:23,20220701,1,14.0 -fb-survey,smoothed_inperson_school_parttime_oldest,day,state,2021-12-19,2022-06-27,42.0,0.1455601,21.0691824,4.3116651,2.6010067,2022-07-01 15:00:28,20220701,1,14.0 -fb-survey,smoothed_large_event_1d,day,county,2020-09-08,2021-03-15,835.0,0.2747253,35.0190308,9.9150598,5.0553773,2021-03-20 11:51:20,20210320,1,92.0 -fb-survey,smoothed_large_event_1d,day,hrr,2020-09-08,2021-03-11,306.0,0.5050505,38.372093,10.6125117,4.9980909,2021-03-17 18:57:57,20210317,2,92.0 -fb-survey,smoothed_large_event_1d,day,msa,2020-09-08,2021-03-14,370.0,0.2747253,41.2128132,10.5650454,5.0873737,2021-03-19 11:51:40,20210319,1,92.0 -fb-survey,smoothed_large_event_1d,day,nation,2020-09-08,2021-03-18,1.0,5.821922,14.4078957,9.8547453,2.9501063,2021-03-23 11:53:35,20210323,2,98.0 -fb-survey,smoothed_large_event_1d,day,state,2020-09-08,2021-03-15,51.0,1.3324856,27.9500957,10.08541,4.6567058,2021-03-20 11:52:11,20210320,2,92.0 -fb-survey,smoothed_large_event_indoors_1d,day,county,2021-03-02,2022-06-27,670.0,0.8426611,48.9674534,19.5557945,6.5286424,2022-07-01 14:59:45,20220701,1,63.0 -fb-survey,smoothed_large_event_indoors_1d,day,hrr,2021-03-02,2022-06-27,306.0,1.2,49.5535714,20.8342057,6.3583766,2022-07-01 14:59:59,20220701,1,63.0 -fb-survey,smoothed_large_event_indoors_1d,day,msa,2021-03-02,2022-06-27,349.0,1.0457604,48.695691,20.0899501,6.3579349,2022-07-01 15:00:14,20220701,1,63.0 -fb-survey,smoothed_large_event_indoors_1d,day,nation,2021-03-02,2022-06-27,1.0,9.2876428,28.4955233,20.3804892,4.9184689,2022-07-01 15:00:23,20220701,1,63.0 -fb-survey,smoothed_large_event_indoors_1d,day,state,2021-03-02,2022-06-27,51.0,2.1613833,42.4393107,20.8737336,6.3113389,2022-07-01 15:00:28,20220701,1,63.0 -fb-survey,smoothed_nohh_cmnty_cli,day,county,2020-04-15,2022-06-27,1255.0,0.0873015873015873,64.9542619,17.3135055,9.2732346,2022-07-01 14:59:45,20220701,1,141.0 -fb-survey,smoothed_nohh_cmnty_cli,day,hrr,2020-04-15,2022-06-27,306.0,0.4385965,62.3015873,17.847692,9.3914735,2022-07-01 14:59:59,20220701,1,141.0 -fb-survey,smoothed_nohh_cmnty_cli,day,msa,2020-04-15,2022-06-27,381.0,0.4140571,62.6385053,18.2762835,9.6017706,2022-07-01 15:00:14,20220701,1,141.0 -fb-survey,smoothed_nohh_cmnty_cli,day,nation,2020-04-15,2022-06-27,1.0,5.9029574,40.1083297,17.0003805,6.7897742,2022-07-01 15:00:23,20220701,1,244.0 -fb-survey,smoothed_nohh_cmnty_cli,day,state,2020-04-15,2022-06-27,52.0,1.8,57.8524353,17.3921858,8.8588016,2022-07-01 15:00:28,20220701,1,141.0 -fb-survey,smoothed_others_distanced_public,day,county,2021-06-04,2022-06-27,360.0,3.3562166,57.5892857,20.6124184,6.831208,2022-07-01 14:59:45,20220701,1,63.0 -fb-survey,smoothed_others_distanced_public,day,hrr,2021-06-04,2022-06-27,290.0,3.0701754,57.2,19.9457339,6.4247535,2022-07-01 14:59:59,20220701,1,63.0 -fb-survey,smoothed_others_distanced_public,day,msa,2021-06-04,2022-06-27,214.0,3.0156712,57.5892857,20.1721024,6.5892291,2022-07-01 15:00:14,20220701,1,63.0 -fb-survey,smoothed_others_distanced_public,day,nation,2021-06-04,2022-06-27,1.0,12.6425317,30.5620336,19.4177543,3.9138545,2022-07-01 15:00:23,20220701,1,63.0 -fb-survey,smoothed_others_distanced_public,day,state,2021-06-04,2022-06-27,51.0,6.1373559,54.1118421,19.1732815,5.9312161,2022-07-01 15:00:28,20220701,1,63.0 -fb-survey,smoothed_others_masked,day,county,2020-11-24,2021-08-08,726.0,0.4545455,99.5689655,76.7892852,20.3268655,2021-08-13 12:54:26,20210813,0,44.0 -fb-survey,smoothed_others_masked,day,hrr,2020-11-24,2021-08-08,306.0,0.3012048,97.8483607,70.5054701,23.0938682,2021-08-13 12:55:39,20210813,5,44.0 -fb-survey,smoothed_others_masked,day,msa,2020-11-24,2021-08-08,355.0,0.9678555,99.3561028,73.8146157,20.8637976,2021-08-13 12:56:27,20210813,5,44.0 -fb-survey,smoothed_others_masked,day,nation,2020-11-24,2021-08-08,1.0,11.3260333,83.3975338,62.0673298,26.5766067,2021-08-13 12:57:00,20210813,5,44.0 -fb-survey,smoothed_others_masked,day,state,2020-11-24,2021-08-08,51.0,0.4545455,97.3011364,65.3182332,27.4483035,2021-08-13 12:57:08,20210813,5,44.0 -fb-survey,smoothed_others_masked_public,day,county,2021-05-20,2022-06-27,363.0,0.1847656,91.411247,24.0853734,22.5073682,2022-07-01 14:59:45,20220701,1,63.0 -fb-survey,smoothed_others_masked_public,day,hrr,2021-05-20,2022-06-27,289.0,0.1552795,91.6666667,19.7083939,20.4022362,2022-07-01 15:00:00,20220701,1,63.0 -fb-survey,smoothed_others_masked_public,day,msa,2021-05-20,2022-06-27,215.0,0.1495027,88.8538176,20.9942671,20.7558111,2022-07-01 15:00:14,20220701,1,63.0 -fb-survey,smoothed_others_masked_public,day,nation,2021-05-20,2022-06-27,1.0,3.3426304,55.2231769,19.5272947,10.9635458,2022-07-01 15:00:23,20220701,1,63.0 -fb-survey,smoothed_others_masked_public,day,state,2021-05-20,2022-06-27,51.0,0.2051755,86.6319444,17.6915699,18.9261281,2022-07-01 15:00:28,20220701,1,63.0 -fb-survey,smoothed_public_transit_1d,day,county,2020-09-08,2022-06-27,835.0,0.095057,62.1767008,4.0788632,4.2801094,2022-07-01 14:59:45,20220701,1,92.0 -fb-survey,smoothed_public_transit_1d,day,hrr,2020-09-08,2022-06-27,306.0,0.1347709,49.3869732,3.9592897,3.574987,2022-07-01 15:00:00,20220701,1,92.0 -fb-survey,smoothed_public_transit_1d,day,msa,2020-09-08,2022-06-27,370.0,0.134393,22.9349191,3.5387868,2.0462001,2022-07-01 15:00:14,20220701,1,92.0 -fb-survey,smoothed_public_transit_1d,day,nation,2020-09-08,2022-06-27,1.0,2.1052249,6.8432808,4.3162926,1.3625614,2022-07-01 15:00:23,20220701,1,98.0 -fb-survey,smoothed_public_transit_1d,day,state,2020-09-08,2022-06-27,51.0,0.2777778,40.6077348,4.2994529,3.2892331,2022-07-01 15:00:28,20220701,1,92.0 -fb-survey,smoothed_race_treated_fairly_healthcare,day,county,2021-05-20,2022-06-27,350.0,45.7284817,95.754717,80.5063719,5.9788001,2022-07-01 14:59:46,20220701,1,110.0 -fb-survey,smoothed_race_treated_fairly_healthcare,day,hrr,2021-05-20,2022-06-27,288.0,48.828125,96.7592593,80.9544846,5.5061638,2022-07-01 15:00:00,20220701,1,110.0 -fb-survey,smoothed_race_treated_fairly_healthcare,day,msa,2021-05-20,2022-06-27,213.0,55.8864608,96.0307321,81.0345777,5.0956802,2022-07-01 15:00:14,20220701,1,110.0 -fb-survey,smoothed_race_treated_fairly_healthcare,day,nation,2021-05-20,2022-06-27,1.0,79.5861654,82.0039327,80.7542663,0.6791153,2022-07-01 15:00:23,20220701,1,110.0 -fb-survey,smoothed_race_treated_fairly_healthcare,day,state,2021-05-20,2022-06-27,51.0,61.328125,95.2020275,81.4277317,4.1343718,2022-07-01 15:00:28,20220701,1,110.0 -fb-survey,smoothed_received_2_vaccine_doses,day,county,2021-01-13,2021-11-14,552.0,2.3198356,99.5404178,80.4469778,17.4457364,2021-11-19 13:51:23,20211119,1,44.0 -fb-survey,smoothed_received_2_vaccine_doses,day,hrr,2021-01-14,2021-11-14,305.0,2.6315789,98.7603306,78.6262274,19.1983196,2021-11-19 13:52:55,20211119,1,44.0 -fb-survey,smoothed_received_2_vaccine_doses,day,msa,2021-01-13,2021-11-14,314.0,1.4015063,99.5404178,79.7855858,18.1636474,2021-11-19 13:54:05,20211119,1,44.0 -fb-survey,smoothed_received_2_vaccine_doses,day,nation,2021-01-13,2021-11-14,1.0,18.0464866,93.7901764,76.0886178,21.9440468,2021-11-19 13:54:51,20211119,1,44.0 -fb-survey,smoothed_received_2_vaccine_doses,day,state,2021-01-13,2021-11-14,51.0,7.195572,96.8390805,76.7985081,21.4059638,2021-11-19 13:54:59,20211119,1,44.0 -fb-survey,smoothed_received_news_cdc,day,county,2021-05-20,2022-06-27,352.0,17.312376,83.8691929,50.6508482,9.2428997,2022-07-01 14:59:46,20220701,1,110.0 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15:00:15,20220701,1,63.0 -fb-survey,smoothed_shop_indoors_1d,day,nation,2021-03-02,2022-06-27,1.0,52.584436,69.1694563,63.8664099,4.1159181,2022-07-01 15:00:24,20220701,1,63.0 -fb-survey,smoothed_shop_indoors_1d,day,state,2021-03-02,2022-06-27,51.0,39.0489914,77.3469237,64.202676,4.7537286,2022-07-01 15:00:29,20220701,1,63.0 -fb-survey,smoothed_spent_time_1d,day,county,2020-09-08,2021-03-15,835.0,11.1333192,65.7019113,35.7243069,7.20866,2021-03-20 11:51:22,20210320,1,92.0 -fb-survey,smoothed_spent_time_1d,day,hrr,2020-09-08,2021-03-11,306.0,16.0805861,68.0147059,36.3163891,6.8526953,2021-03-17 18:57:58,20210317,2,92.0 -fb-survey,smoothed_spent_time_1d,day,msa,2020-09-08,2021-03-14,370.0,14.7522808,71.5605842,36.4135148,6.9560007,2021-03-19 11:51:41,20210319,1,92.0 -fb-survey,smoothed_spent_time_1d,day,nation,2020-09-08,2021-03-18,1.0,27.3592369,45.4855762,35.6599339,5.2053241,2021-03-23 11:53:36,20210323,2,98.0 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-fb-survey,smoothed_vaccine_barrier_travel_tried,day,msa,2021-08-08,2021-09-19,1.0,3.9638462,8.9102509,6.350836,1.5810758,2021-09-24 16:03:47,20210924,4,5.0 -fb-survey,smoothed_vaccine_barrier_travel_tried,day,nation,2021-07-30,2022-06-27,1.0,5.7207207,12.8428928,8.9029412,1.1810141,2022-07-01 15:00:24,20220701,1,63.0 -fb-survey,smoothed_vaccine_barrier_travel_tried,day,state,2021-08-03,2022-06-25,12.0,1.2295082,18.5714286,8.7099007,2.4872125,2022-07-01 15:00:29,20220701,4,63.0 -fb-survey,smoothed_vaccine_barrier_type,day,county,2021-06-04,2022-02-18,552.0,0.089973,8.1956702,1.610522,0.8393325,2022-02-23 13:51:47,20220223,1,63.0 -fb-survey,smoothed_vaccine_barrier_type,day,hrr,2021-06-04,2022-02-17,305.0,0.0972763,7.3076923,1.5309233,0.715867,2022-02-22 13:53:59,20220222,1,63.0 -fb-survey,smoothed_vaccine_barrier_type,day,msa,2021-06-04,2022-02-18,313.0,0.0968473,6.5927803,1.5741514,0.791608,2022-02-23 13:53:27,20220223,1,63.0 -fb-survey,smoothed_vaccine_barrier_type,day,nation,2021-06-04,2022-02-19,1.0,1.1825434,1.6420401,1.3921341,0.1157517,2022-02-24 13:53:45,20220224,4,63.0 -fb-survey,smoothed_vaccine_barrier_type,day,state,2021-06-04,2022-02-18,51.0,0.0977181,5.5555556,1.4302324,0.4559309,2022-02-23 13:54:04,20220223,1,63.0 -fb-survey,smoothed_vaccine_barrier_type_has,day,county,2021-07-30,2022-02-18,543.0,0.0844816,8.1956702,1.4941047,0.8107602,2022-02-23 13:51:48,20220223,1,63.0 -fb-survey,smoothed_vaccine_barrier_type_has,day,hrr,2021-07-30,2022-02-17,305.0,0.0656168,7.0833333,1.3981259,0.6820114,2022-02-22 13:53:59,20220222,1,63.0 -fb-survey,smoothed_vaccine_barrier_type_has,day,msa,2021-07-30,2022-02-18,309.0,0.0748156,6.6355468,1.4512263,0.7542395,2022-02-23 13:53:27,20220223,1,63.0 -fb-survey,smoothed_vaccine_barrier_type_has,day,nation,2021-07-30,2022-02-19,1.0,1.0812169,1.5205417,1.2706392,0.1295485,2022-02-24 13:53:45,20220224,4,63.0 -fb-survey,smoothed_vaccine_barrier_type_has,day,state,2021-07-30,2022-02-18,51.0,0.1533611,5.5147059,1.3152611,0.4553999,2022-02-23 13:54:04,20220223,1,63.0 -fb-survey,smoothed_vaccine_barrier_type_tried,day,county,2021-08-03,2022-06-25,12.0,1.4150943,18.8073567,9.1664236,2.8972503,2022-07-01 14:59:48,20220701,4,63.0 -fb-survey,smoothed_vaccine_barrier_type_tried,day,msa,2021-08-08,2021-09-19,1.0,4.0540541,16.8043411,10.5407313,2.9851787,2021-09-24 16:03:48,20210924,4,5.0 -fb-survey,smoothed_vaccine_barrier_type_tried,day,nation,2021-07-30,2022-06-27,1.0,4.7511312,11.8908717,8.6288494,1.6365705,2022-07-01 15:00:24,20220701,1,63.0 -fb-survey,smoothed_vaccine_barrier_type_tried,day,state,2021-08-03,2022-06-25,12.0,1.4150943,18.8073567,9.1664236,2.8972503,2022-07-01 15:00:29,20220701,4,63.0 -fb-survey,smoothed_vaccine_likely_doctors,day,county,2021-02-09,2021-08-08,499.0,10.0877193,76.1171225,49.4473551,12.3379084,2021-08-13 12:54:49,20210813,3,36.0 -fb-survey,smoothed_vaccine_likely_doctors,day,hrr,2021-02-09,2021-08-06,300.0,10.0,72.8346457,44.8051056,12.38183,2021-08-11 12:56:41,20210811,3,36.0 -fb-survey,smoothed_vaccine_likely_doctors,day,msa,2021-02-09,2021-08-07,279.0,13.8025059,74.4208546,47.6736194,11.3222861,2021-08-12 12:55:07,20210812,3,36.0 -fb-survey,smoothed_vaccine_likely_doctors,day,nation,2021-02-09,2021-08-08,1.0,15.0137741,57.4757322,32.982267,14.3115867,2021-08-13 12:57:01,20210813,5,36.0 -fb-survey,smoothed_vaccine_likely_doctors,day,state,2021-02-09,2021-08-08,51.0,10.0877193,70.8333333,39.1449691,14.1476476,2021-08-13 12:57:13,20210813,4,36.0 -fb-survey,smoothed_vaccine_likely_friends,day,county,2020-12-20,2021-08-08,751.0,3.153156,66.526861,30.7689956,6.4005158,2021-08-13 12:54:49,20210813,1,44.0 -fb-survey,smoothed_vaccine_likely_friends,day,hrr,2020-12-20,2021-08-06,306.0,4.2056075,51.1345219,28.8506326,6.9707711,2021-08-11 12:56:41,20210811,1,44.0 -fb-survey,smoothed_vaccine_likely_friends,day,msa,2020-12-20,2021-08-07,361.0,5.9302582,66.526861,30.0973197,6.2276946,2021-08-12 12:55:07,20210812,1,44.0 -fb-survey,smoothed_vaccine_likely_friends,day,nation,2020-12-20,2021-08-08,1.0,8.1325301,35.6698352,22.5519584,8.9606623,2021-08-13 12:57:01,20210813,1,44.0 -fb-survey,smoothed_vaccine_likely_friends,day,state,2020-12-20,2021-08-08,51.0,3.153156,43.705036,25.9574765,8.0666818,2021-08-13 12:57:13,20210813,1,44.0 -fb-survey,smoothed_vaccine_likely_govt_health,day,county,2020-12-20,2021-08-08,742.0,0.7853411,57.2713451,27.94411,8.4329969,2021-08-13 12:54:49,20210813,1,44.0 -fb-survey,smoothed_vaccine_likely_govt_health,day,hrr,2020-12-20,2021-08-06,306.0,0.2808989,51.0050251,24.3987587,9.1961155,2021-08-11 12:56:41,20210811,1,44.0 -fb-survey,smoothed_vaccine_likely_govt_health,day,msa,2020-12-20,2021-08-07,357.0,0.4778977,57.2713451,26.4296118,8.1222121,2021-08-12 12:55:07,20210812,1,44.0 -fb-survey,smoothed_vaccine_likely_govt_health,day,nation,2020-12-20,2021-08-08,1.0,4.5625588,32.6689515,17.496919,10.7038787,2021-08-13 12:57:01,20210813,1,44.0 -fb-survey,smoothed_vaccine_likely_govt_health,day,state,2020-12-20,2021-08-08,51.0,0.7853411,52.7355623,21.2855925,10.5504383,2021-08-13 12:57:13,20210813,1,44.0 -fb-survey,smoothed_vaccine_likely_local_health,day,county,2020-12-20,2021-03-16,745.0,26.24565,75.1120367,48.9511738,7.3016421,2021-03-21 11:51:18,20210321,1,44.0 -fb-survey,smoothed_vaccine_likely_local_health,day,hrr,2020-12-20,2021-03-16,306.0,25.2066116,72.8346457,47.83705,6.7536595,2021-03-21 11:51:38,20210321,1,44.0 -fb-survey,smoothed_vaccine_likely_local_health,day,msa,2020-12-20,2021-03-16,359.0,23.8470868,74.4208546,48.0575028,6.9318554,2021-03-21 11:51:53,20210321,1,44.0 -fb-survey,smoothed_vaccine_likely_local_health,day,nation,2020-12-20,2021-03-16,1.0,43.7109827,55.4070143,48.0588917,3.7162158,2021-03-21 11:52:03,20210321,1,44.0 -fb-survey,smoothed_vaccine_likely_local_health,day,state,2020-12-20,2021-03-16,51.0,33.2117276,69.0384615,48.1388887,5.6502356,2021-03-21 11:52:07,20210321,1,44.0 -fb-survey,smoothed_vaccine_likely_politicians,day,county,2020-12-20,2021-08-08,737.0,0.1746492,26.9911504,8.3444449,3.195418,2021-08-13 12:54:49,20210813,1,44.0 -fb-survey,smoothed_vaccine_likely_politicians,day,hrr,2020-12-20,2021-08-06,306.0,0.2272727,24.7483221,7.4386285,3.2121305,2021-08-11 12:56:41,20210811,1,44.0 -fb-survey,smoothed_vaccine_likely_politicians,day,msa,2020-12-20,2021-08-07,355.0,0.3346528,26.9911504,7.9565478,3.006893,2021-08-12 12:55:07,20210812,1,44.0 -fb-survey,smoothed_vaccine_likely_politicians,day,nation,2020-12-20,2021-08-08,1.0,1.5060241,11.4366016,5.5693465,2.8222082,2021-08-13 12:57:02,20210813,1,44.0 -fb-survey,smoothed_vaccine_likely_politicians,day,state,2020-12-20,2021-08-08,51.0,0.1746492,17.5213675,6.3748656,3.05711,2021-08-13 12:57:13,20210813,1,44.0 -fb-survey,smoothed_vaccine_likely_who,day,county,2020-12-20,2021-08-08,740.0,0.446429,66.3109178,33.3675918,9.3569758,2021-08-13 12:54:49,20210813,1,44.0 -fb-survey,smoothed_vaccine_likely_who,day,hrr,2020-12-20,2021-08-06,306.0,1.1627907,55.8035714,29.2818528,10.2287551,2021-08-11 12:56:41,20210811,1,44.0 -fb-survey,smoothed_vaccine_likely_who,day,msa,2020-12-20,2021-08-07,358.0,2.4494854,66.3109178,31.6781534,9.1187129,2021-08-12 12:55:07,20210812,1,44.0 -fb-survey,smoothed_vaccine_likely_who,day,nation,2020-12-20,2021-08-08,1.0,6.0055866,38.0303287,21.4038496,12.2805028,2021-08-13 12:57:02,20210813,1,44.0 -fb-survey,smoothed_vaccine_likely_who,day,state,2020-12-20,2021-08-08,51.0,0.446429,53.6697248,25.7658503,11.8174175,2021-08-13 12:57:13,20210813,1,44.0 -fb-survey,smoothed_waccept_covid_vaccine,day,county,2020-12-20,2021-08-08,757.0,5.5129622,97.870641,66.0580867,14.0404841,2021-08-13 12:54:49,20210813,1,44.0 -fb-survey,smoothed_waccept_covid_vaccine,day,hrr,2020-12-20,2021-08-06,306.0,7.4194386,92.2765863,59.4900189,16.0280356,2021-08-11 12:56:41,20210811,2,44.0 -fb-survey,smoothed_waccept_covid_vaccine,day,msa,2020-12-20,2021-08-07,362.0,12.5714633,94.2368448,63.3494856,13.7346661,2021-08-12 12:55:07,20210812,2,44.0 -fb-survey,smoothed_waccept_covid_vaccine,day,nation,2020-12-20,2021-08-08,1.0,18.817232,72.3950775,46.6116003,20.8746104,2021-08-13 12:57:02,20210813,2,44.0 -fb-survey,smoothed_waccept_covid_vaccine,day,state,2020-12-20,2021-08-08,51.0,4.9483086,90.1603424,54.0691718,19.8609629,2021-08-13 12:57:13,20210813,2,44.0 -fb-survey,smoothed_waccept_covid_vaccine_no_appointment,day,county,2021-05-20,2022-06-25,92.0,1.9621445,51.8041321,15.9275517,6.3108907,2022-07-01 14:59:48,20220701,1,63.0 -fb-survey,smoothed_waccept_covid_vaccine_no_appointment,day,hrr,2021-05-21,2022-06-25,168.0,0.7547466,49.4541847,16.2010369,6.3770804,2022-07-01 15:00:02,20220701,4,63.0 -fb-survey,smoothed_waccept_covid_vaccine_no_appointment,day,msa,2021-05-21,2022-06-25,95.0,2.249612,45.3519778,18.0377986,6.466073,2022-07-01 15:00:16,20220701,4,63.0 -fb-survey,smoothed_waccept_covid_vaccine_no_appointment,day,nation,2021-05-20,2022-06-25,1.0,10.4274394,23.3994974,15.4930607,3.2887433,2022-07-01 15:00:24,20220701,4,63.0 -fb-survey,smoothed_waccept_covid_vaccine_no_appointment,day,state,2021-05-20,2022-06-25,48.0,1.9655254,39.2329928,14.6925324,4.9371229,2022-07-01 15:00:29,20220701,4,63.0 -fb-survey,smoothed_want_info_children_education,day,county,2021-05-20,2022-06-27,356.0,0.292383,26.7536765,7.0127867,2.864715,2022-07-01 14:59:48,20220701,1,110.0 -fb-survey,smoothed_want_info_children_education,day,hrr,2021-05-20,2022-06-27,289.0,0.2057613,27.245509,6.3816345,2.642789,2022-07-01 15:00:02,20220701,1,110.0 -fb-survey,smoothed_want_info_children_education,day,msa,2021-05-20,2022-06-27,215.0,0.3082662,26.7536765,6.6363243,2.5761019,2022-07-01 15:00:16,20220701,1,110.0 -fb-survey,smoothed_want_info_children_education,day,nation,2021-05-20,2022-06-27,1.0,4.7020262,9.2231027,6.2735628,1.1294743,2022-07-01 15:00:24,20220701,1,110.0 -fb-survey,smoothed_want_info_children_education,day,state,2021-05-20,2022-06-27,51.0,0.292383,14.3312102,6.0090845,1.8519251,2022-07-01 15:00:29,20220701,1,110.0 -fb-survey,smoothed_want_info_covid_treatment,day,county,2021-05-20,2022-06-27,356.0,1.4053773,42.5223747,16.9226441,5.0390211,2022-07-01 14:59:49,20220701,1,110.0 -fb-survey,smoothed_want_info_covid_treatment,day,hrr,2021-05-20,2022-06-27,289.0,1.4851485,42.0634921,16.0125135,4.8079735,2022-07-01 15:00:02,20220701,1,110.0 -fb-survey,smoothed_want_info_covid_treatment,day,msa,2021-05-20,2022-06-27,215.0,1.8517106,42.5223747,16.2667497,4.5954309,2022-07-01 15:00:16,20220701,1,110.0 -fb-survey,smoothed_want_info_covid_treatment,day,nation,2021-05-20,2022-06-27,1.0,10.7587226,20.7647801,15.9285186,2.4392903,2022-07-01 15:00:24,20220701,1,110.0 -fb-survey,smoothed_want_info_covid_treatment,day,state,2021-05-20,2022-06-27,51.0,3.1963884,30.7073955,15.1905065,3.8033128,2022-07-01 15:00:30,20220701,1,110.0 -fb-survey,smoothed_want_info_covid_variants,day,county,2021-05-20,2022-06-27,356.0,9.9450938,59.2105263,30.0691266,6.369749,2022-07-01 14:59:49,20220701,1,110.0 -fb-survey,smoothed_want_info_covid_variants,day,hrr,2021-05-20,2022-06-27,289.0,8.7155963,56.870229,28.3618946,6.0456638,2022-07-01 15:00:03,20220701,1,110.0 -fb-survey,smoothed_want_info_covid_variants,day,msa,2021-05-20,2022-06-27,215.0,10.1626016,56.2121965,29.1274182,5.6638149,2022-07-01 15:00:16,20220701,1,110.0 -fb-survey,smoothed_want_info_covid_variants,day,nation,2021-05-20,2022-06-27,1.0,23.8576204,35.6623138,28.330415,3.6500218,2022-07-01 15:00:24,20220701,1,110.0 -fb-survey,smoothed_want_info_covid_variants,day,state,2021-05-20,2022-06-27,51.0,10.2893984,56.3333333,27.6558104,5.2112761,2022-07-01 15:00:30,20220701,1,110.0 -fb-survey,smoothed_want_info_employment,day,county,2021-05-20,2022-06-27,356.0,1.4388448,36.3726699,12.2492124,3.8852418,2022-07-01 14:59:49,20220701,1,110.0 -fb-survey,smoothed_want_info_employment,day,hrr,2021-05-20,2022-06-27,289.0,0.9677419,36.5546218,11.4345241,3.5491991,2022-07-01 15:00:03,20220701,1,110.0 -fb-survey,smoothed_want_info_employment,day,msa,2021-05-20,2022-06-27,215.0,1.9324695,30.9461033,11.6497749,3.2481646,2022-07-01 15:00:16,20220701,1,110.0 -fb-survey,smoothed_want_info_employment,day,nation,2021-05-20,2022-06-27,1.0,10.1910503,13.3775563,11.4582718,0.6803773,2022-07-01 15:00:24,20220701,1,110.0 -fb-survey,smoothed_want_info_employment,day,state,2021-05-20,2022-06-27,51.0,2.9337088,26.8867925,11.0159707,2.3575706,2022-07-01 15:00:30,20220701,1,110.0 -fb-survey,smoothed_want_info_mental_health,day,county,2021-05-20,2022-06-27,356.0,3.1746896,43.9178544,17.7406165,4.5729407,2022-07-01 14:59:49,20220701,1,110.0 -fb-survey,smoothed_want_info_mental_health,day,hrr,2021-05-20,2022-06-27,289.0,3.1818182,42.6470588,16.3982002,4.1182599,2022-07-01 15:00:03,20220701,1,110.0 -fb-survey,smoothed_want_info_mental_health,day,msa,2021-05-20,2022-06-27,215.0,2.3437507,34.2304711,16.9363154,3.6782336,2022-07-01 15:00:16,20220701,1,110.0 -fb-survey,smoothed_want_info_mental_health,day,nation,2021-05-20,2022-06-27,1.0,14.5375447,18.8447319,16.4466123,1.1649872,2022-07-01 15:00:24,20220701,1,110.0 -fb-survey,smoothed_want_info_mental_health,day,state,2021-05-20,2022-06-27,51.0,3.719248,40.2777778,15.9318057,2.9641107,2022-07-01 15:00:30,20220701,1,110.0 -fb-survey,smoothed_want_info_none,day,county,2021-05-20,2022-06-27,356.0,20.8977189,77.9063881,53.7784648,7.7416368,2022-07-01 14:59:49,20220701,1,110.0 -fb-survey,smoothed_want_info_none,day,hrr,2021-05-20,2022-06-27,289.0,20.0980392,81.5972222,56.0661219,7.4493639,2022-07-01 15:00:03,20220701,1,110.0 -fb-survey,smoothed_want_info_none,day,msa,2021-05-20,2022-06-27,215.0,25.7396921,79.6946137,55.2334389,6.4329903,2022-07-01 15:00:17,20220701,1,110.0 -fb-survey,smoothed_want_info_none,day,nation,2021-05-20,2022-06-27,1.0,50.2007346,59.4522164,55.8779639,2.549097,2022-07-01 15:00:24,20220701,1,110.0 -fb-survey,smoothed_want_info_none,day,state,2021-05-20,2022-06-27,51.0,31.6666667,77.9063881,57.2474245,5.8577532,2022-07-01 15:00:30,20220701,1,110.0 -fb-survey,smoothed_want_info_relationships,day,county,2021-05-20,2022-06-27,356.0,0.4636191,28.3006244,9.1222954,3.2174753,2022-07-01 14:59:49,20220701,1,110.0 -fb-survey,smoothed_want_info_relationships,day,hrr,2021-05-20,2022-06-27,289.0,0.3289474,29.9019608,8.285564,2.8783937,2022-07-01 15:00:03,20220701,1,110.0 -fb-survey,smoothed_want_info_relationships,day,msa,2021-05-20,2022-06-27,215.0,0.4172275,22.1804511,8.5723875,2.6339218,2022-07-01 15:00:17,20220701,1,110.0 -fb-survey,smoothed_want_info_relationships,day,nation,2021-05-20,2022-06-27,1.0,6.6248653,9.8996121,8.1492917,1.0360479,2022-07-01 15:00:24,20220701,1,110.0 -fb-survey,smoothed_want_info_relationships,day,state,2021-05-20,2022-06-27,51.0,0.8926982,27.3026316,7.8199399,2.1595986,2022-07-01 15:00:30,20220701,1,110.0 -fb-survey,smoothed_want_info_vaccine_access,day,county,2021-05-20,2022-06-27,356.0,0.1213443,13.1067961,2.6742348,1.4370989,2022-07-01 14:59:49,20220701,1,110.0 -fb-survey,smoothed_want_info_vaccine_access,day,hrr,2021-05-20,2022-06-27,289.0,0.1086957,13.0630631,2.461385,1.2964917,2022-07-01 15:00:03,20220701,1,110.0 -fb-survey,smoothed_want_info_vaccine_access,day,msa,2021-05-20,2022-06-27,215.0,0.1315421,11.1803925,2.5094123,1.2651923,2022-07-01 15:00:17,20220701,1,110.0 -fb-survey,smoothed_want_info_vaccine_access,day,nation,2021-05-20,2022-06-27,1.0,1.7041046,3.0132756,2.3084436,0.2797888,2022-07-01 15:00:24,20220701,1,110.0 -fb-survey,smoothed_want_info_vaccine_access,day,state,2021-05-20,2022-06-27,51.0,0.1213443,8.3333333,2.2100145,0.8222626,2022-07-01 15:00:30,20220701,1,110.0 -fb-survey,smoothed_want_info_vaccine_types,day,county,2021-05-20,2022-06-27,356.0,0.3482784,27.3722628,8.8619108,2.9045194,2022-07-01 14:59:49,20220701,1,110.0 -fb-survey,smoothed_want_info_vaccine_types,day,hrr,2021-05-20,2022-06-27,289.0,0.3448276,24.8717949,8.4001973,2.7081752,2022-07-01 15:00:03,20220701,1,110.0 -fb-survey,smoothed_want_info_vaccine_types,day,msa,2021-05-20,2022-06-27,215.0,0.4226636,27.3722628,8.511743,2.5832821,2022-07-01 15:00:17,20220701,1,110.0 -fb-survey,smoothed_want_info_vaccine_types,day,nation,2021-05-20,2022-06-27,1.0,7.0718471,10.181294,8.2733057,0.6946592,2022-07-01 15:00:24,20220701,1,110.0 -fb-survey,smoothed_want_info_vaccine_types,day,state,2021-05-20,2022-06-27,51.0,0.3482784,21.3375796,7.9299987,1.8871232,2022-07-01 15:00:30,20220701,1,110.0 -fb-survey,smoothed_wanted_test_14d,day,county,2020-09-08,2021-08-08,742.0,0.1587571,27.7711854,6.750555,3.662441,2021-08-13 12:54:49,20210813,0,92.0 -fb-survey,smoothed_wanted_test_14d,day,hrr,2020-09-08,2021-08-08,306.0,0.1355014,25.9116022,6.3696797,3.4171997,2021-08-13 12:55:54,20210813,5,92.0 -fb-survey,smoothed_wanted_test_14d,day,msa,2020-09-08,2021-08-08,360.0,0.1587571,26.028836,6.509094,3.3718532,2021-08-13 12:56:39,20210813,5,92.0 -fb-survey,smoothed_wanted_test_14d,day,nation,2020-09-08,2021-08-08,1.0,1.5925926,11.4454568,5.665675,3.1281808,2021-08-13 12:57:02,20210813,5,98.0 -fb-survey,smoothed_wanted_test_14d,day,state,2020-09-08,2021-08-08,51.0,0.1960829,20.4545455,5.8825659,3.3210919,2021-08-13 12:57:13,20210813,5,92.0 -fb-survey,smoothed_wanxious_5d,day,county,2020-09-08,2021-03-15,749.0,2.3815166,46.1779215,17.9220204,3.9846759,2021-03-20 11:51:25,20210320,0,92.0 -fb-survey,smoothed_wanxious_5d,day,hrr,2020-09-08,2021-03-11,306.0,4.8688566,38.6947403,17.6545456,3.2077811,2021-03-17 18:57:59,20210317,1,92.0 -fb-survey,smoothed_wanxious_5d,day,msa,2020-09-08,2021-03-14,359.0,2.3815166,46.1779215,18.0969898,3.8223706,2021-03-19 11:51:42,20210319,1,92.0 -fb-survey,smoothed_wanxious_5d,day,nation,2020-09-08,2021-03-18,1.0,12.9816404,21.9088118,17.4219291,1.3808144,2021-03-23 11:53:38,20210323,5,98.0 -fb-survey,smoothed_wanxious_5d,day,state,2020-09-08,2021-03-15,51.0,5.8091487,34.5757152,17.8855685,2.4401673,2021-03-20 11:52:12,20210320,5,92.0 -fb-survey,smoothed_wanxious_7d,day,county,2021-03-02,2022-06-25,616.0,0.4762684,47.6759489,14.5779204,3.9993547,2022-07-01 14:59:49,20220701,1,63.0 -fb-survey,smoothed_wanxious_7d,day,hrr,2021-03-02,2022-06-25,306.0,1.4349892,40.9946915,14.7408662,3.8571784,2022-07-01 15:00:03,20220701,4,63.0 -fb-survey,smoothed_wanxious_7d,day,msa,2021-03-02,2022-06-25,332.0,2.071029,47.6759489,14.9048005,3.9717906,2022-07-01 15:00:17,20220701,4,63.0 -fb-survey,smoothed_wanxious_7d,day,nation,2021-03-02,2022-06-25,1.0,11.7847227,17.4077704,14.5648232,1.2875621,2022-07-01 15:00:24,20220701,4,63.0 -fb-survey,smoothed_wanxious_7d,day,state,2021-03-02,2022-06-25,51.0,4.3356799,28.4227721,14.8137042,2.6473626,2022-07-01 15:00:30,20220701,4,63.0 -fb-survey,smoothed_wappointment_not_vaccinated,day,county,2021-05-20,2022-06-25,99.0,0.1463001,18.3025693,3.3044627,2.0078133,2022-07-01 14:59:49,20220701,1,88.0 -fb-survey,smoothed_wappointment_not_vaccinated,day,hrr,2021-05-21,2022-06-25,176.0,0.1872659,22.6828561,3.4451905,2.282726,2022-07-01 15:00:03,20220701,4,87.0 -fb-survey,smoothed_wappointment_not_vaccinated,day,msa,2021-05-21,2022-06-25,99.0,0.2074616,19.5907273,3.8615952,2.3231991,2022-07-01 15:00:17,20220701,4,87.0 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15:00:24,20220701,4,63.0 -fb-survey,smoothed_wappointment_or_accept_covid_vaccine,day,state,2021-05-20,2022-06-25,49.0,2.4945603,44.8468572,17.0609076,5.6847889,2022-07-01 15:00:30,20220701,4,63.0 -fb-survey,smoothed_wbelief_children_immune,day,county,2021-05-20,2022-02-18,362.0,0.2258204,27.0363075,5.4398785,2.7623315,2022-02-23 13:51:51,20220223,1,110.0 -fb-survey,smoothed_wbelief_children_immune,day,hrr,2021-05-20,2022-02-15,291.0,0.1340483,24.6830424,5.5339095,2.6075082,2022-02-20 13:53:04,20220220,5,110.0 -fb-survey,smoothed_wbelief_children_immune,day,msa,2021-05-20,2022-02-17,216.0,0.1502682,21.9860443,5.314743,2.57829,2022-02-22 13:54:46,20220222,5,110.0 -fb-survey,smoothed_wbelief_children_immune,day,nation,2021-05-20,2022-02-19,1.0,3.6547655,7.1996498,5.4915637,1.1576265,2022-02-24 13:53:46,20220224,5,110.0 -fb-survey,smoothed_wbelief_children_immune,day,state,2021-05-20,2022-02-18,51.0,0.4032261,16.4415118,5.2021075,1.7849768,2022-02-23 13:54:05,20220223,5,110.0 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13:53:46,20220224,5,110.0 -fb-survey,smoothed_wbelief_vaccinated_mask_unnecessary,day,state,2021-05-20,2022-02-18,51.0,4.1180968,67.4333357,24.0527196,14.0986512,2022-02-23 13:54:06,20220223,5,110.0 -fb-survey,smoothed_wchild_vaccine_already,day,county,2022-03-23,2022-06-25,42.0,24.6726523,68.5021019,45.1060508,8.3374234,2022-07-01 14:59:50,20220701,2,14.0 -fb-survey,smoothed_wchild_vaccine_already,day,hrr,2022-03-23,2022-06-25,26.0,21.9067782,74.7167466,46.7814981,9.2558673,2022-07-01 15:00:04,20220701,5,14.0 -fb-survey,smoothed_wchild_vaccine_already,day,msa,2022-03-23,2022-06-25,25.0,26.0729731,77.6941695,50.0291749,9.0366822,2022-07-01 15:00:17,20220701,5,14.0 -fb-survey,smoothed_wchild_vaccine_already,day,nation,2022-03-23,2022-06-25,1.0,42.3794221,45.4747037,43.8430749,0.7487858,2022-07-01 15:00:24,20220701,5,14.0 -fb-survey,smoothed_wchild_vaccine_already,day,state,2022-03-23,2022-06-25,37.0,22.3108462,67.9462816,42.9592904,8.6333649,2022-07-01 15:00:30,20220701,5,14.0 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15:00:04,20220701,4,110.0 -fb-survey,smoothed_wcovid_vaccinated_friends,day,msa,2021-05-20,2022-06-25,219.0,23.5174147,93.2097072,65.4485421,9.8214244,2022-07-01 15:00:17,20220701,4,110.0 -fb-survey,smoothed_wcovid_vaccinated_friends,day,nation,2021-05-20,2022-06-25,1.0,59.230255,67.8662448,64.4610311,1.977963,2022-07-01 15:00:24,20220701,4,110.0 -fb-survey,smoothed_wcovid_vaccinated_friends,day,state,2021-05-20,2022-06-25,51.0,32.7354924,92.76767,62.8851878,9.5371268,2022-07-01 15:00:30,20220701,4,110.0 -fb-survey,smoothed_wcovid_vaccinated_or_accept,day,county,2020-12-20,2021-08-08,768.0,38.4084227,99.7625276,78.1681895,8.8205371,2021-08-13 12:54:53,20210813,1,44.0 -fb-survey,smoothed_wcovid_vaccinated_or_accept,day,hrr,2020-12-20,2021-08-08,306.0,38.7082511,99.5327103,76.9584218,8.373011,2021-08-13 12:55:57,20210813,2,44.0 -fb-survey,smoothed_wcovid_vaccinated_or_accept,day,msa,2020-12-20,2021-08-08,364.0,41.0484104,98.0079644,77.0638478,8.5686241,2021-08-13 12:56:41,20210813,2,44.0 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-fb-survey,smoothed_wearing_mask,day,msa,2020-09-08,2021-02-21,359.0,51.3144713,99.6775583,89.7195547,6.0889906,2021-03-17 18:43:13,20210317,5,92.0 -fb-survey,smoothed_wearing_mask,day,nation,2020-09-08,2021-02-22,1.0,86.1720121,94.0841025,90.6231562,2.9532583,2021-03-17 18:44:09,20210317,5,98.0 -fb-survey,smoothed_wearing_mask,day,state,2020-09-08,2021-02-21,51.0,55.6066818,99.5934959,89.5499112,6.2253967,2021-03-17 18:43:23,20210317,5,92.0 -fb-survey,smoothed_wearing_mask_7d,day,county,2021-02-09,2022-06-27,663.0,7.8728379,99.7584907,64.205482,22.6791456,2022-07-01 14:59:51,20220701,1,63.0 -fb-survey,smoothed_wearing_mask_7d,day,hrr,2021-02-09,2022-06-27,306.0,6.7460317,99.795082,59.3034134,22.8455967,2022-07-01 15:00:05,20220701,1,63.0 -fb-survey,smoothed_wearing_mask_7d,day,msa,2021-02-09,2022-06-27,344.0,6.5201134,99.7584907,62.2082483,22.5356158,2022-07-01 15:00:18,20220701,1,63.0 -fb-survey,smoothed_wearing_mask_7d,day,nation,2021-02-09,2022-06-27,1.0,30.3755175,93.8240641,60.843203,19.1204448,2022-07-01 15:00:25,20220701,1,63.0 -fb-survey,smoothed_wearing_mask_7d,day,state,2021-02-09,2022-06-27,51.0,7.8728379,99.5762712,58.4062054,22.9032269,2022-07-01 15:00:31,20220701,1,63.0 -fb-survey,smoothed_wfelt_isolated_5d,day,county,2020-09-08,2021-03-15,742.0,3.2146097,45.7746918,19.7587182,4.2989054,2021-03-20 11:51:27,20210320,0,92.0 -fb-survey,smoothed_wfelt_isolated_5d,day,hrr,2020-09-08,2021-03-11,306.0,4.7151883,41.6290221,19.2902689,3.4436193,2021-03-17 18:58:00,20210317,1,92.0 -fb-survey,smoothed_wfelt_isolated_5d,day,msa,2020-09-08,2021-03-14,358.0,5.5195396,45.7746918,19.7872229,4.1335327,2021-03-19 11:51:43,20210319,1,92.0 -fb-survey,smoothed_wfelt_isolated_5d,day,nation,2020-09-08,2021-03-18,1.0,14.5542693,20.6762534,19.3086085,1.1223331,2021-03-23 11:53:40,20210323,5,98.0 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-fb-survey,smoothed_whesitancy_reason_sideeffects,day,hrr,2021-02-09,2022-06-25,264.0,28.7712371,80.055543,53.8408628,7.5832092,2022-07-01 15:00:05,20220701,4,63.0 -fb-survey,smoothed_whesitancy_reason_sideeffects,day,msa,2021-02-09,2022-06-25,182.0,29.0385923,79.8831658,53.2930136,7.4650192,2022-07-01 15:00:18,20220701,4,63.0 -fb-survey,smoothed_whesitancy_reason_sideeffects,day,nation,2021-02-09,2022-06-25,1.0,45.4524593,61.2061394,55.7581717,4.3187869,2022-07-01 15:00:25,20220701,4,63.0 -fb-survey,smoothed_whesitancy_reason_sideeffects,day,state,2021-02-09,2022-06-25,50.0,32.8388023,79.261816,55.9877578,5.9797222,2022-07-01 15:00:31,20220701,4,63.0 -fb-survey,smoothed_whesitancy_reason_unnecessary,day,county,2021-02-09,2022-06-25,269.0,2.4146879,64.9447974,32.9521122,11.0263706,2022-07-01 14:59:51,20220701,1,63.0 -fb-survey,smoothed_whesitancy_reason_unnecessary,day,hrr,2021-02-09,2022-06-25,264.0,2.6826198,71.0861382,32.9523433,10.2676657,2022-07-01 15:00:05,20220701,4,63.0 -fb-survey,smoothed_whesitancy_reason_unnecessary,day,msa,2021-02-09,2022-06-25,182.0,4.2480872,66.4505849,31.7528147,10.285422,2022-07-01 15:00:18,20220701,4,63.0 -fb-survey,smoothed_whesitancy_reason_unnecessary,day,nation,2021-02-09,2022-06-25,1.0,17.0729857,46.6894472,37.2840133,7.5253347,2022-07-01 15:00:25,20220701,4,63.0 -fb-survey,smoothed_whesitancy_reason_unnecessary,day,state,2021-02-09,2022-06-25,50.0,9.9642288,67.7170268,38.1365857,9.0498542,2022-07-01 15:00:31,20220701,4,63.0 -fb-survey,smoothed_whesitancy_reason_wait_safety,day,county,2021-02-09,2022-06-25,269.0,6.8225926,62.5631435,34.1443483,8.8727006,2022-07-01 14:59:51,20220701,1,63.0 -fb-survey,smoothed_whesitancy_reason_wait_safety,day,hrr,2021-02-09,2022-06-25,264.0,6.0065841,62.7920337,35.3441146,7.8933413,2022-07-01 15:00:05,20220701,4,63.0 -fb-survey,smoothed_whesitancy_reason_wait_safety,day,msa,2021-02-09,2022-06-25,182.0,7.4386807,61.0454853,36.4206659,7.8766815,2022-07-01 15:00:18,20220701,4,63.0 -fb-survey,smoothed_whesitancy_reason_wait_safety,day,nation,2021-02-09,2022-06-25,1.0,17.435773,42.105386,31.373305,7.6962928,2022-07-01 15:00:25,20220701,4,63.0 -fb-survey,smoothed_whesitancy_reason_wait_safety,day,state,2021-02-09,2022-06-25,50.0,6.6577789,54.9808894,31.4730499,8.2685307,2022-07-01 15:00:31,20220701,4,63.0 -fb-survey,smoothed_whh_cmnty_cli,day,county,2020-04-15,2022-06-25,1158.0,1.3750815,73.2503244,21.9397893,10.0012829,2022-07-01 14:59:51,20220701,1,141.0 -fb-survey,smoothed_whh_cmnty_cli,day,hrr,2020-04-15,2022-06-25,306.0,2.2171266,74.0255911,22.8036241,9.9718312,2022-07-01 15:00:05,20220701,2,141.0 -fb-survey,smoothed_whh_cmnty_cli,day,msa,2020-04-15,2022-06-25,380.0,1.8822423,73.2503244,23.1479164,10.2562135,2022-07-01 15:00:18,20220701,2,141.0 -fb-survey,smoothed_whh_cmnty_cli,day,nation,2020-04-15,2022-06-25,1.0,9.661965,47.033767,21.5156062,7.1543536,2022-07-01 15:00:25,20220701,4,244.0 -fb-survey,smoothed_whh_cmnty_cli,day,state,2020-04-15,2022-06-25,52.0,2.4860466,61.3750353,22.2999081,9.3458112,2022-07-01 15:00:31,20220701,4,141.0 -fb-survey,smoothed_wili,day,county,2020-04-06,2022-06-25,1526.0,0.0,12.7482784,1.1044539,1.075888,2022-07-01 14:59:52,20220701,1,150.0 -fb-survey,smoothed_wili,day,hrr,2020-04-06,2022-06-25,306.0,0.0,12.7454707,1.368139,1.1626017,2022-07-01 15:00:05,20220701,4,150.0 -fb-survey,smoothed_wili,day,msa,2020-04-06,2022-06-25,382.0,0.0,12.897527,1.2702849,1.1586003,2022-07-01 15:00:18,20220701,2,150.0 -fb-survey,smoothed_wili,day,nation,2020-04-06,2022-06-25,1.0,0.4424246,5.0456589,1.3858002,0.9112782,2022-07-01 15:00:25,20220701,4,253.0 -fb-survey,smoothed_wili,day,state,2020-04-06,2022-06-25,52.0,0.0,7.9691919,1.4244392,1.0646239,2022-07-01 15:00:31,20220701,2,150.0 -fb-survey,smoothed_winitial_dose_one_of_one,day,county,2022-03-04,2022-06-25,352.0,0.1789052,31.3099061,7.2474167,2.8507023,2022-07-01 14:59:52,20220701,2,14.0 -fb-survey,smoothed_winitial_dose_one_of_one,day,hrr,2022-03-04,2022-06-25,272.0,0.1908397,31.3351139,7.4263152,2.5663561,2022-07-01 15:00:05,20220701,5,14.0 -fb-survey,smoothed_winitial_dose_one_of_one,day,msa,2022-03-04,2022-06-25,207.0,0.1394524,30.4304362,7.1528107,2.685112,2022-07-01 15:00:19,20220701,5,14.0 -fb-survey,smoothed_winitial_dose_one_of_one,day,nation,2022-03-04,2022-06-25,1.0,7.1101013,7.6034753,7.3572741,0.1054342,2022-07-01 15:00:25,20220701,5,14.0 -fb-survey,smoothed_winitial_dose_one_of_one,day,state,2022-03-04,2022-06-25,51.0,2.0895519,14.0962306,7.4065711,1.5405493,2022-07-01 15:00:31,20220701,5,14.0 -fb-survey,smoothed_winitial_dose_one_of_two,day,county,2022-03-04,2022-06-25,352.0,0.1760494,37.097309,6.376349,2.6140307,2022-07-01 14:59:52,20220701,2,14.0 -fb-survey,smoothed_winitial_dose_one_of_two,day,hrr,2022-03-04,2022-06-25,272.0,0.1851852,37.2985333,6.6087396,2.503617,2022-07-01 15:00:06,20220701,5,14.0 -fb-survey,smoothed_winitial_dose_one_of_two,day,msa,2022-03-04,2022-06-25,207.0,0.2047256,21.8746033,6.5161824,2.5491358,2022-07-01 15:00:19,20220701,5,14.0 -fb-survey,smoothed_winitial_dose_one_of_two,day,nation,2022-03-04,2022-06-25,1.0,6.0873171,7.1435648,6.6005127,0.3242917,2022-07-01 15:00:25,20220701,5,14.0 -fb-survey,smoothed_winitial_dose_one_of_two,day,state,2022-03-04,2022-06-25,51.0,1.2449109,14.3650406,6.3908213,1.5469224,2022-07-01 15:00:31,20220701,5,14.0 -fb-survey,smoothed_winitial_dose_two_of_two,day,county,2022-03-04,2022-06-25,352.0,58.4158339,97.6887012,85.7413474,3.7676812,2022-07-01 14:59:52,20220701,2,14.0 -fb-survey,smoothed_winitial_dose_two_of_two,day,hrr,2022-03-04,2022-06-25,272.0,56.295143,97.4969585,85.312899,3.498756,2022-07-01 15:00:06,20220701,5,14.0 -fb-survey,smoothed_winitial_dose_two_of_two,day,msa,2022-03-04,2022-06-25,207.0,62.1802657,97.420166,85.6887471,3.5635137,2022-07-01 15:00:19,20220701,5,14.0 -fb-survey,smoothed_winitial_dose_two_of_two,day,nation,2022-03-04,2022-06-25,1.0,84.7892928,86.3072822,85.4810374,0.3629036,2022-07-01 15:00:25,20220701,5,14.0 -fb-survey,smoothed_winitial_dose_two_of_two,day,state,2022-03-04,2022-06-25,51.0,78.2149548,93.5469139,85.6387775,1.9364896,2022-07-01 15:00:31,20220701,5,14.0 -fb-survey,smoothed_winperson_school_fulltime,day,county,2020-11-24,2021-12-24,295.0,1.649099,96.5116573,44.1861575,24.522825,2022-02-02 20:52:06,20220202,1,133.0 -fb-survey,smoothed_winperson_school_fulltime,day,hrr,2020-11-24,2021-12-22,264.0,2.167588,98.0192219,46.3823847,23.2513277,2022-02-02 20:53:16,20220202,5,133.0 -fb-survey,smoothed_winperson_school_fulltime,day,msa,2020-11-24,2021-12-24,181.0,1.911819,97.7340744,45.3173837,23.6674973,2022-02-02 20:54:14,20220202,5,133.0 -fb-survey,smoothed_winperson_school_fulltime,day,nation,2020-11-24,2021-12-24,1.0,30.405697,86.0366294,57.0158636,19.9209731,2022-02-02 20:54:43,20220202,5,133.0 -fb-survey,smoothed_winperson_school_fulltime,day,state,2020-11-24,2021-12-24,50.0,3.8655163,96.6880092,58.3279855,22.7559791,2022-02-02 20:55:01,20220202,5,133.0 -fb-survey,smoothed_winperson_school_fulltime_oldest,day,county,2021-12-19,2022-06-25,69.0,62.9940419,99.5454541,92.7122963,4.0705057,2022-07-01 14:59:52,20220701,4,14.0 -fb-survey,smoothed_winperson_school_fulltime_oldest,day,hrr,2021-12-21,2022-06-25,87.0,55.9706126,99.7326203,91.1569006,5.3418787,2022-07-01 15:00:06,20220701,4,14.0 -fb-survey,smoothed_winperson_school_fulltime_oldest,day,msa,2021-12-20,2022-06-25,53.0,58.2056922,99.6914588,92.2337491,4.6003458,2022-07-01 15:00:19,20220701,4,14.0 -fb-survey,smoothed_winperson_school_fulltime_oldest,day,nation,2021-12-19,2022-06-25,1.0,87.6818181,95.6651801,93.2633088,2.0315501,2022-07-01 15:00:25,20220701,4,14.0 -fb-survey,smoothed_winperson_school_fulltime_oldest,day,state,2021-12-19,2022-06-25,42.0,63.1649378,99.5454541,92.7526905,4.0486863,2022-07-01 15:00:31,20220701,4,14.0 -fb-survey,smoothed_winperson_school_parttime,day,county,2020-11-24,2021-12-24,293.0,0.4471104,75.6656064,24.2313898,12.0261844,2022-02-02 20:52:06,20220202,1,133.0 -fb-survey,smoothed_winperson_school_parttime,day,hrr,2020-11-24,2021-12-22,259.0,0.4464286,66.322919,25.318842,11.1259869,2022-02-02 20:53:16,20220202,5,133.0 -fb-survey,smoothed_winperson_school_parttime,day,msa,2020-11-24,2021-12-23,178.0,0.4471104,69.0001297,24.4376559,11.3399035,2022-02-02 20:54:14,20220202,5,133.0 -fb-survey,smoothed_winperson_school_parttime,day,nation,2020-11-24,2021-12-24,1.0,16.1480305,28.2422396,22.2751745,4.0347658,2022-02-02 20:54:43,20220202,5,133.0 -fb-survey,smoothed_winperson_school_parttime,day,state,2020-11-24,2021-12-24,50.0,4.2491283,65.7561501,23.2546423,9.7834603,2022-02-02 20:55:01,20220202,5,133.0 -fb-survey,smoothed_winperson_school_parttime_oldest,day,county,2021-12-19,2022-06-25,69.0,0.1461985,24.1369907,4.7023299,2.8786615,2022-07-01 14:59:52,20220701,4,14.0 -fb-survey,smoothed_winperson_school_parttime_oldest,day,hrr,2021-12-21,2022-06-25,87.0,0.1976285,27.8987527,5.6972514,3.7524768,2022-07-01 15:00:06,20220701,4,14.0 -fb-survey,smoothed_winperson_school_parttime_oldest,day,msa,2021-12-20,2022-06-25,53.0,0.2120599,30.8578463,4.8967179,3.0774775,2022-07-01 15:00:19,20220701,4,14.0 -fb-survey,smoothed_winperson_school_parttime_oldest,day,nation,2021-12-19,2022-06-25,1.0,2.6388345,7.8820427,4.3530664,1.2863722,2022-07-01 15:00:25,20220701,4,14.0 -fb-survey,smoothed_winperson_school_parttime_oldest,day,state,2021-12-19,2022-06-25,42.0,0.1461985,22.9473676,4.7187805,2.8968913,2022-07-01 15:00:31,20220701,4,14.0 -fb-survey,smoothed_wlarge_event_1d,day,county,2020-09-08,2021-03-15,831.0,0.2747253,44.7660358,11.252197,5.6423628,2021-03-20 11:51:29,20210320,0,92.0 -fb-survey,smoothed_wlarge_event_1d,day,hrr,2020-09-08,2021-03-11,306.0,0.492228,46.2257562,12.2999093,5.5630368,2021-03-17 18:58:02,20210317,2,92.0 -fb-survey,smoothed_wlarge_event_1d,day,msa,2020-09-08,2021-03-14,370.0,0.2747253,44.7660358,12.1267754,5.6983996,2021-03-19 11:51:45,20210319,1,92.0 -fb-survey,smoothed_wlarge_event_1d,day,nation,2020-09-08,2021-03-18,1.0,6.8384933,15.8530488,11.2534813,3.0755192,2021-03-23 11:53:42,20210323,2,98.0 -fb-survey,smoothed_wlarge_event_1d,day,state,2020-09-08,2021-03-15,51.0,1.2275906,31.2557433,11.7680285,5.096913,2021-03-20 11:52:13,20210320,2,92.0 -fb-survey,smoothed_wlarge_event_indoors_1d,day,county,2021-03-02,2022-06-25,670.0,0.5781915,57.928438,21.8466829,7.3628614,2022-07-01 14:59:52,20220701,1,63.0 -fb-survey,smoothed_wlarge_event_indoors_1d,day,hrr,2021-03-02,2022-06-25,306.0,1.2339531,57.5739341,23.3337496,7.1254594,2022-07-01 15:00:06,20220701,4,63.0 -fb-survey,smoothed_wlarge_event_indoors_1d,day,msa,2021-03-02,2022-06-25,349.0,0.9356978,55.0674681,22.5222933,7.1586873,2022-07-01 15:00:19,20220701,4,63.0 -fb-survey,smoothed_wlarge_event_indoors_1d,day,nation,2021-03-02,2022-06-25,1.0,10.793925,31.3438812,22.6271031,5.253952,2022-07-01 15:00:25,20220701,4,63.0 -fb-survey,smoothed_wlarge_event_indoors_1d,day,state,2021-03-02,2022-06-25,51.0,1.8963261,46.0268839,23.4043217,6.8020611,2022-07-01 15:00:31,20220701,4,63.0 -fb-survey,smoothed_wnohh_cmnty_cli,day,county,2020-04-15,2022-06-25,1158.0,0.2449849,67.6118995,17.2692958,9.1160853,2022-07-01 14:59:52,20220701,1,141.0 -fb-survey,smoothed_wnohh_cmnty_cli,day,hrr,2020-04-15,2022-06-25,306.0,0.4385965,67.3097288,17.8269208,9.1346179,2022-07-01 15:00:06,20220701,2,141.0 -fb-survey,smoothed_wnohh_cmnty_cli,day,msa,2020-04-15,2022-06-25,380.0,0.4140571,64.7689845,18.2267998,9.4049519,2022-07-01 15:00:19,20220701,2,141.0 -fb-survey,smoothed_wnohh_cmnty_cli,day,nation,2020-04-15,2022-06-25,1.0,6.331558,39.6769705,16.6227899,6.421572,2022-07-01 15:00:25,20220701,4,244.0 -fb-survey,smoothed_wnohh_cmnty_cli,day,state,2020-04-15,2022-06-25,52.0,1.3205772,56.2288024,17.4001059,8.5435123,2022-07-01 15:00:31,20220701,4,141.0 -fb-survey,smoothed_work_outside_home_1d,day,county,2020-09-08,2021-03-15,835.0,7.622462,58.3337502,31.7920327,6.1464568,2021-03-20 11:51:30,20210320,1,92.0 -fb-survey,smoothed_work_outside_home_1d,day,hrr,2020-09-08,2021-03-11,306.0,12.4907885,55.1652893,32.0940955,5.5899382,2021-03-17 18:58:02,20210317,2,92.0 -fb-survey,smoothed_work_outside_home_1d,day,msa,2020-09-08,2021-03-14,370.0,7.622462,58.3337502,32.446426,6.0098032,2021-03-19 11:51:45,20210319,1,92.0 -fb-survey,smoothed_work_outside_home_1d,day,nation,2020-09-08,2021-03-18,1.0,21.6507501,35.9460336,31.3427652,3.2126867,2021-03-23 11:53:43,20210323,2,98.0 -fb-survey,smoothed_work_outside_home_1d,day,state,2020-09-08,2021-03-15,51.0,8.9662447,52.6223377,32.2708983,5.4055182,2021-03-20 11:52:13,20210320,2,92.0 -fb-survey,smoothed_work_outside_home_indoors_1d,day,county,2021-03-02,2022-06-27,670.0,9.7198634,58.617874,33.5732968,5.532449,2022-07-01 14:59:52,20220701,1,63.0 -fb-survey,smoothed_work_outside_home_indoors_1d,day,hrr,2021-03-02,2022-06-27,306.0,11.4492754,58.4677419,33.7955435,5.1569547,2022-07-01 15:00:06,20220701,1,63.0 -fb-survey,smoothed_work_outside_home_indoors_1d,day,msa,2021-03-02,2022-06-27,349.0,9.8720626,61.2426139,33.8262538,5.4456966,2022-07-01 15:00:19,20220701,1,63.0 -fb-survey,smoothed_work_outside_home_indoors_1d,day,nation,2021-03-02,2022-06-27,1.0,23.7957814,36.4551242,33.6054923,2.1450812,2022-07-01 15:00:25,20220701,1,63.0 -fb-survey,smoothed_work_outside_home_indoors_1d,day,state,2021-03-02,2022-06-27,51.0,13.3451957,52.9292878,34.5361949,4.4888592,2022-07-01 15:00:31,20220701,1,63.0 -fb-survey,smoothed_worried_become_ill,day,county,2020-09-08,2021-08-08,745.0,21.8562874,93.8829787,61.2717627,9.5898727,2021-08-13 12:55:02,20210813,0,92.0 -fb-survey,smoothed_worried_become_ill,day,hrr,2020-09-08,2021-08-08,306.0,26.635514,85.9855335,59.8519576,9.4121586,2021-08-13 12:56:02,20210813,5,92.0 -fb-survey,smoothed_worried_become_ill,day,msa,2020-09-08,2021-08-08,359.0,21.8398888,93.8829787,60.4249489,9.4460152,2021-08-13 12:56:46,20210813,5,92.0 -fb-survey,smoothed_worried_become_ill,day,nation,2020-09-08,2021-08-08,1.0,35.6958763,72.3717622,56.9028157,11.0532109,2021-08-13 12:57:02,20210813,5,98.0 -fb-survey,smoothed_worried_become_ill,day,state,2020-09-08,2021-08-08,51.0,21.8562874,81.0144928,58.0321489,10.6045383,2021-08-13 12:57:17,20210813,5,92.0 -fb-survey,smoothed_worried_catch_covid,day,county,2021-05-20,2022-06-27,377.0,13.1678783,83.8235294,48.9187704,10.4618787,2022-07-01 14:59:52,20220701,1,110.0 -fb-survey,smoothed_worried_catch_covid,day,hrr,2021-05-20,2022-06-27,293.0,12.585034,82.0855615,46.2742163,10.1272357,2022-07-01 15:00:06,20220701,1,110.0 -fb-survey,smoothed_worried_catch_covid,day,msa,2021-05-20,2022-06-27,221.0,14.8006912,82.1678322,47.433019,9.8045433,2022-07-01 15:00:19,20220701,1,110.0 -fb-survey,smoothed_worried_catch_covid,day,nation,2021-05-20,2022-06-27,1.0,32.7879719,59.1381691,46.1695619,6.9006121,2022-07-01 15:00:25,20220701,1,110.0 -fb-survey,smoothed_worried_catch_covid,day,state,2021-05-20,2022-06-27,51.0,13.1678783,76.1682243,44.5452652,9.4025344,2022-07-01 15:00:31,20220701,1,110.0 -fb-survey,smoothed_worried_finances,day,county,2020-09-08,2022-06-27,755.0,11.0052026,82.6732673,39.1531293,7.8953853,2022-07-01 14:59:53,20220701,1,92.0 -fb-survey,smoothed_worried_finances,day,hrr,2020-09-08,2022-06-27,306.0,15.1408451,76.618705,39.0279071,7.3314365,2022-07-01 15:00:06,20220701,1,92.0 -fb-survey,smoothed_worried_finances,day,msa,2020-09-08,2022-06-27,360.0,14.3584953,82.6732673,39.2171114,7.663917,2022-07-01 15:00:19,20220701,1,92.0 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-fb-survey,smoothed_worried_vaccine_side_effects,day,state,2021-01-13,2022-06-27,51.0,24.025974,86.5484308,66.939403,11.640358,2022-07-01 15:00:32,20220701,1,63.0 -fb-survey,smoothed_wothers_distanced_public,day,county,2021-06-04,2022-06-25,360.0,2.8900442,57.1384989,19.5881646,6.833952,2022-07-01 14:59:53,20220701,1,63.0 -fb-survey,smoothed_wothers_distanced_public,day,hrr,2021-06-04,2022-06-25,290.0,2.8735545,55.9770673,18.7926198,6.4440911,2022-07-01 15:00:06,20220701,4,63.0 -fb-survey,smoothed_wothers_distanced_public,day,msa,2021-06-04,2022-06-25,214.0,2.6704421,56.056802,19.0669081,6.5754008,2022-07-01 15:00:19,20220701,4,63.0 -fb-survey,smoothed_wothers_distanced_public,day,nation,2021-06-04,2022-06-25,1.0,12.1122322,29.4177794,18.6006568,3.8454173,2022-07-01 15:00:25,20220701,4,63.0 -fb-survey,smoothed_wothers_distanced_public,day,state,2021-06-04,2022-06-25,51.0,4.1515193,53.4279084,18.0471995,5.8320159,2022-07-01 15:00:32,20220701,4,63.0 -fb-survey,smoothed_wothers_masked,day,county,2020-11-24,2021-08-08,726.0,0.4545455,99.5689655,75.0626799,20.460701,2021-08-13 12:55:03,20210813,0,44.0 -fb-survey,smoothed_wothers_masked,day,hrr,2020-11-24,2021-08-08,306.0,0.3012048,97.9872631,68.687151,23.039915,2021-08-13 12:56:03,20210813,5,44.0 -fb-survey,smoothed_wothers_masked,day,msa,2020-11-24,2021-08-08,355.0,0.7093424,99.4381474,71.9296622,20.9615251,2021-08-13 12:56:46,20210813,5,44.0 -fb-survey,smoothed_wothers_masked,day,nation,2020-11-24,2021-08-08,1.0,12.1221968,81.8798592,61.4684197,25.4253023,2021-08-13 12:57:03,20210813,5,44.0 -fb-survey,smoothed_wothers_masked,day,state,2020-11-24,2021-08-08,51.0,0.4545455,97.5155904,63.8378853,27.0748247,2021-08-13 12:57:17,20210813,5,44.0 -fb-survey,smoothed_wothers_masked_public,day,county,2021-05-20,2022-06-25,361.0,0.1850946,91.361127,23.3561117,21.8086104,2022-07-01 14:59:53,20220701,1,63.0 -fb-survey,smoothed_wothers_masked_public,day,hrr,2021-05-20,2022-06-25,289.0,0.1557632,91.5325142,19.1478965,19.7661479,2022-07-01 15:00:07,20220701,4,63.0 -fb-survey,smoothed_wothers_masked_public,day,msa,2021-05-20,2022-06-25,215.0,0.1508559,89.2016655,20.3891376,20.1005663,2022-07-01 15:00:19,20220701,4,63.0 -fb-survey,smoothed_wothers_masked_public,day,nation,2021-05-20,2022-06-25,1.0,3.8785358,54.052581,20.4011157,10.9031212,2022-07-01 15:00:25,20220701,4,63.0 -fb-survey,smoothed_wothers_masked_public,day,state,2021-05-20,2022-06-25,51.0,0.2053294,88.2777682,17.185773,18.2390896,2022-07-01 15:00:32,20220701,4,63.0 -fb-survey,smoothed_wpublic_transit_1d,day,county,2020-09-08,2022-06-25,831.0,0.095057,67.611347,5.1043834,4.9251387,2022-07-01 14:59:53,20220701,0,92.0 -fb-survey,smoothed_wpublic_transit_1d,day,hrr,2020-09-08,2022-06-25,306.0,0.1184834,53.9211951,5.0337428,4.1298865,2022-07-01 15:00:07,20220701,2,92.0 -fb-survey,smoothed_wpublic_transit_1d,day,msa,2020-09-08,2022-06-25,370.0,0.1459525,31.7723756,4.5544746,2.8115349,2022-07-01 15:00:19,20220701,1,92.0 -fb-survey,smoothed_wpublic_transit_1d,day,nation,2020-09-08,2022-06-25,1.0,2.8579001,9.0405839,5.749723,1.7722659,2022-07-01 15:00:25,20220701,2,98.0 -fb-survey,smoothed_wpublic_transit_1d,day,state,2020-09-08,2022-06-25,51.0,0.3816794,41.2234339,5.4374429,3.6889787,2022-07-01 15:00:32,20220701,2,92.0 -fb-survey,smoothed_wrace_treated_fairly_healthcare,day,county,2021-05-20,2022-06-25,350.0,44.6845856,96.0016421,78.8774113,6.5378876,2022-07-01 14:59:53,20220701,1,110.0 -fb-survey,smoothed_wrace_treated_fairly_healthcare,day,hrr,2021-05-20,2022-06-25,288.0,43.6431494,97.3523875,79.2426393,6.1193318,2022-07-01 15:00:07,20220701,4,110.0 -fb-survey,smoothed_wrace_treated_fairly_healthcare,day,msa,2021-05-20,2022-06-25,213.0,47.3813681,95.8289087,79.3294516,5.838266,2022-07-01 15:00:19,20220701,4,110.0 -fb-survey,smoothed_wrace_treated_fairly_healthcare,day,nation,2021-05-20,2022-06-25,1.0,76.8679215,79.9628531,78.4509898,0.76656,2022-07-01 15:00:25,20220701,4,110.0 -fb-survey,smoothed_wrace_treated_fairly_healthcare,day,state,2021-05-20,2022-06-25,51.0,61.1275035,95.4994895,79.8366639,4.5101922,2022-07-01 15:00:32,20220701,4,110.0 -fb-survey,smoothed_wreceived_2_vaccine_doses,day,county,2021-01-13,2021-11-14,630.0,3.8131931,99.5369216,79.2411098,17.2327187,2021-11-19 13:52:09,20211119,1,44.0 -fb-survey,smoothed_wreceived_2_vaccine_doses,day,hrr,2021-01-14,2021-11-14,306.0,2.0951814,98.9134502,77.4185683,18.7860551,2021-11-19 13:53:31,20211119,1,44.0 -fb-survey,smoothed_wreceived_2_vaccine_doses,day,msa,2021-01-13,2021-11-14,340.0,1.4166938,99.5369216,78.5278065,17.8464881,2021-11-19 13:54:31,20211119,1,44.0 -fb-survey,smoothed_wreceived_2_vaccine_doses,day,nation,2021-01-13,2021-11-14,1.0,17.9638906,92.6246564,74.9749207,21.4558546,2021-11-19 13:54:53,20211119,2,44.0 -fb-survey,smoothed_wreceived_2_vaccine_doses,day,state,2021-01-13,2021-11-14,51.0,7.3361742,96.3267615,75.7929487,20.8389331,2021-11-19 13:55:09,20211119,2,44.0 -fb-survey,smoothed_wreceived_news_cdc,day,county,2021-05-20,2022-06-25,352.0,17.6982297,83.8165171,48.8631499,9.4779412,2022-07-01 14:59:53,20220701,1,110.0 -fb-survey,smoothed_wreceived_news_cdc,day,hrr,2021-05-20,2022-06-25,289.0,14.7472214,80.5507318,46.2922779,8.9608849,2022-07-01 15:00:07,20220701,4,110.0 -fb-survey,smoothed_wreceived_news_cdc,day,msa,2021-05-20,2022-06-25,214.0,15.8576243,82.2980262,48.1183396,8.9809266,2022-07-01 15:00:19,20220701,4,110.0 -fb-survey,smoothed_wreceived_news_cdc,day,nation,2021-05-20,2022-06-25,1.0,32.8582126,60.4220058,45.7738202,6.8089877,2022-07-01 15:00:25,20220701,4,110.0 -fb-survey,smoothed_wreceived_news_cdc,day,state,2021-05-20,2022-06-25,51.0,15.9928367,83.8165171,46.2307869,8.7394511,2022-07-01 15:00:32,20220701,4,110.0 -fb-survey,smoothed_wreceived_news_experts,day,county,2021-05-20,2022-06-25,352.0,11.1703233,78.9730945,43.7945872,9.0506236,2022-07-01 14:59:53,20220701,1,110.0 -fb-survey,smoothed_wreceived_news_experts,day,hrr,2021-05-20,2022-06-25,289.0,9.3577232,76.1572109,41.3296344,8.5723507,2022-07-01 15:00:07,20220701,4,110.0 -fb-survey,smoothed_wreceived_news_experts,day,msa,2021-05-20,2022-06-25,214.0,11.1673875,78.9730945,42.9780296,8.6011096,2022-07-01 15:00:20,20220701,4,110.0 -fb-survey,smoothed_wreceived_news_experts,day,nation,2021-05-20,2022-06-25,1.0,27.860551,49.5411113,40.6500338,6.0189305,2022-07-01 15:00:25,20220701,4,110.0 -fb-survey,smoothed_wreceived_news_experts,day,state,2021-05-20,2022-06-25,51.0,11.1653242,70.235323,40.9062967,7.9979597,2022-07-01 15:00:32,20220701,4,110.0 -fb-survey,smoothed_wreceived_news_friends,day,county,2021-05-20,2022-06-25,352.0,5.9319002,57.977632,27.5230318,6.4042328,2022-07-01 14:59:53,20220701,1,110.0 -fb-survey,smoothed_wreceived_news_friends,day,hrr,2021-05-20,2022-06-25,289.0,3.8677926,55.193025,26.3188863,6.2139479,2022-07-01 15:00:07,20220701,4,110.0 -fb-survey,smoothed_wreceived_news_friends,day,msa,2021-05-20,2022-06-25,214.0,5.9319002,58.3752259,26.8992003,6.2388892,2022-07-01 15:00:20,20220701,4,110.0 -fb-survey,smoothed_wreceived_news_friends,day,nation,2021-05-20,2022-06-25,1.0,19.0667245,33.3690075,26.0131712,4.138227,2022-07-01 15:00:25,20220701,4,110.0 -fb-survey,smoothed_wreceived_news_friends,day,state,2021-05-20,2022-06-25,51.0,5.0567359,47.8245817,25.7523881,5.3946691,2022-07-01 15:00:32,20220701,4,110.0 -fb-survey,smoothed_wreceived_news_govt_health,day,county,2021-05-20,2022-06-25,352.0,11.8352822,77.1002341,40.7308989,8.6602436,2022-07-01 14:59:53,20220701,1,110.0 -fb-survey,smoothed_wreceived_news_govt_health,day,hrr,2021-05-20,2022-06-25,289.0,6.4487776,73.3101542,38.5313168,8.2891859,2022-07-01 15:00:07,20220701,4,110.0 -fb-survey,smoothed_wreceived_news_govt_health,day,msa,2021-05-20,2022-06-25,214.0,10.7882693,74.5539272,39.8638834,8.3605377,2022-07-01 15:00:20,20220701,4,110.0 -fb-survey,smoothed_wreceived_news_govt_health,day,nation,2021-05-20,2022-06-25,1.0,25.5443976,46.9760298,38.0366029,5.9558135,2022-07-01 15:00:25,20220701,4,110.0 -fb-survey,smoothed_wreceived_news_govt_health,day,state,2021-05-20,2022-06-25,51.0,14.0299409,77.1002341,38.3705877,8.1019791,2022-07-01 15:00:32,20220701,4,110.0 -fb-survey,smoothed_wreceived_news_journalists,day,county,2021-05-20,2022-06-25,352.0,11.8921201,69.7047642,38.8774725,7.0371838,2022-07-01 14:59:53,20220701,1,110.0 -fb-survey,smoothed_wreceived_news_journalists,day,hrr,2021-05-20,2022-06-25,289.0,10.9523769,67.9223619,36.6817992,6.6670469,2022-07-01 15:00:07,20220701,4,110.0 -fb-survey,smoothed_wreceived_news_journalists,day,msa,2021-05-20,2022-06-25,214.0,13.8407425,69.2789127,37.7808221,6.3860915,2022-07-01 15:00:20,20220701,4,110.0 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-fb-survey,smoothed_wschool_safety_measures_vaccine_staff,day,msa,2022-03-23,2022-06-25,12.0,5.6521795,52.660388,30.013978,10.1944298,2022-07-01 15:00:20,20220701,5,14.0 -fb-survey,smoothed_wschool_safety_measures_vaccine_staff,day,nation,2022-03-23,2022-06-25,1.0,18.9235679,21.0356194,19.9508936,0.5050056,2022-07-01 15:00:26,20220701,5,14.0 -fb-survey,smoothed_wschool_safety_measures_vaccine_staff,day,state,2022-03-23,2022-06-25,27.0,5.2647188,50.4315379,20.0380724,9.0519071,2022-07-01 15:00:32,20220701,5,14.0 -fb-survey,smoothed_wschool_safety_measures_vaccine_students,day,county,2022-03-23,2022-06-25,29.0,0.390625,31.9492096,7.8092787,4.9283717,2022-07-01 14:59:54,20220701,5,14.0 -fb-survey,smoothed_wschool_safety_measures_vaccine_students,day,hrr,2022-03-23,2022-06-25,6.0,2.4477441,31.8611345,14.0068442,7.6232104,2022-07-01 15:00:08,20220701,5,14.0 -fb-survey,smoothed_wschool_safety_measures_vaccine_students,day,msa,2022-03-23,2022-06-25,12.0,0.436951,35.299099,13.7987543,6.580221,2022-07-01 15:00:20,20220701,5,14.0 -fb-survey,smoothed_wschool_safety_measures_vaccine_students,day,nation,2022-03-23,2022-06-25,1.0,7.0598013,8.8774326,8.1040837,0.4049425,2022-07-01 15:00:26,20220701,5,14.0 -fb-survey,smoothed_wschool_safety_measures_vaccine_students,day,state,2022-03-23,2022-06-25,27.0,0.390625,23.8955847,7.2306946,3.9042488,2022-07-01 15:00:32,20220701,5,14.0 -fb-survey,smoothed_wschool_safety_measures_ventilation,day,county,2022-03-23,2022-06-25,29.0,4.6931308,37.6143806,19.1798116,6.0969677,2022-07-01 14:59:54,20220701,5,14.0 -fb-survey,smoothed_wschool_safety_measures_ventilation,day,hrr,2022-03-23,2022-06-25,6.0,4.58531,44.0332088,22.2788326,8.4592721,2022-07-01 15:00:08,20220701,5,14.0 -fb-survey,smoothed_wschool_safety_measures_ventilation,day,msa,2022-03-23,2022-06-25,12.0,4.8489897,46.5430952,24.9350794,7.8934083,2022-07-01 15:00:21,20220701,5,14.0 -fb-survey,smoothed_wschool_safety_measures_ventilation,day,nation,2022-03-23,2022-06-25,1.0,16.8396074,19.2260221,17.8687456,0.5616362,2022-07-01 15:00:26,20220701,5,14.0 -fb-survey,smoothed_wschool_safety_measures_ventilation,day,state,2022-03-23,2022-06-25,27.0,4.3250788,38.2284319,18.3520717,5.9829859,2022-07-01 15:00:32,20220701,5,14.0 -fb-survey,smoothed_wscreening_tested_positive_14d,day,county,2021-03-19,2022-02-16,61.0,0.117647,28.2753529,2.9988843,2.6672,2022-02-21 13:52:12,20220221,1,63.0 -fb-survey,smoothed_wscreening_tested_positive_14d,day,hrr,2021-03-19,2022-02-03,59.0,0.1557632,22.5495241,3.0735439,2.7099545,2022-02-08 15:21:17,20220208,4,63.0 -fb-survey,smoothed_wscreening_tested_positive_14d,day,msa,2021-03-19,2022-02-12,36.0,0.1706702,21.7683199,2.764366,2.4859197,2022-02-17 15:54:36,20220217,4,63.0 -fb-survey,smoothed_wscreening_tested_positive_14d,day,nation,2021-03-19,2022-02-18,1.0,1.0612093,8.6280918,2.5831262,1.8521182,2022-02-23 13:53:54,20220223,4,63.0 -fb-survey,smoothed_wscreening_tested_positive_14d,day,state,2021-03-19,2022-02-16,41.0,0.117647,31.1396883,3.0390157,2.7965707,2022-02-21 13:54:28,20220221,4,63.0 -fb-survey,smoothed_wshop_1d,day,county,2020-09-08,2021-03-15,831.0,32.3631709,83.593709,56.6732884,6.0503961,2021-03-20 11:51:32,20210320,0,92.0 -fb-survey,smoothed_wshop_1d,day,hrr,2020-09-08,2021-03-11,306.0,37.7745162,83.9520084,57.2549396,5.3051061,2021-03-17 18:58:03,20210317,2,92.0 -fb-survey,smoothed_wshop_1d,day,msa,2020-09-08,2021-03-14,370.0,32.3664033,83.593709,57.2372895,5.8496833,2021-03-19 11:51:46,20210319,1,92.0 -fb-survey,smoothed_wshop_1d,day,nation,2020-09-08,2021-03-18,1.0,49.5642982,62.3377783,57.0468354,3.6938224,2021-03-23 11:53:44,20210323,2,98.0 -fb-survey,smoothed_wshop_1d,day,state,2020-09-08,2021-03-15,51.0,40.2458578,71.7285319,57.0378721,4.4592075,2021-03-20 11:52:14,20210320,2,92.0 -fb-survey,smoothed_wshop_indoors_1d,day,county,2021-03-02,2022-06-25,670.0,34.9047575,89.0853989,64.2569501,6.4550715,2022-07-01 14:59:54,20220701,1,63.0 -fb-survey,smoothed_wshop_indoors_1d,day,hrr,2021-03-02,2022-06-25,306.0,36.2791895,88.1728883,64.973174,5.7661429,2022-07-01 15:00:09,20220701,4,63.0 -fb-survey,smoothed_wshop_indoors_1d,day,msa,2021-03-02,2022-06-25,349.0,36.2735397,87.2787906,64.7073857,6.074117,2022-07-01 15:00:21,20220701,4,63.0 -fb-survey,smoothed_wshop_indoors_1d,day,nation,2021-03-02,2022-06-25,1.0,53.6683064,69.4763318,64.3928201,3.9279933,2022-07-01 15:00:26,20220701,4,63.0 -fb-survey,smoothed_wshop_indoors_1d,day,state,2021-03-02,2022-06-25,51.0,37.9814935,79.8528081,65.1526125,4.8227782,2022-07-01 15:00:32,20220701,4,63.0 -fb-survey,smoothed_wspent_time_1d,day,county,2020-09-08,2021-03-15,831.0,11.4219734,66.8810674,36.8481763,7.6077021,2021-03-20 11:51:33,20210320,0,92.0 -fb-survey,smoothed_wspent_time_1d,day,hrr,2020-09-08,2021-03-11,306.0,15.2777906,73.708705,37.8060501,7.3123019,2021-03-17 18:58:04,20210317,2,92.0 -fb-survey,smoothed_wspent_time_1d,day,msa,2020-09-08,2021-03-14,370.0,12.8494288,74.9962,37.7491217,7.3672668,2021-03-19 11:51:47,20210319,1,92.0 -fb-survey,smoothed_wspent_time_1d,day,nation,2020-09-08,2021-03-18,1.0,28.078896,45.9083997,36.6718824,5.1925318,2021-03-23 11:53:44,20210323,2,98.0 -fb-survey,smoothed_wspent_time_1d,day,state,2020-09-08,2021-03-15,51.0,20.5182852,65.4399817,37.6938355,6.6487286,2021-03-20 11:52:14,20210320,2,92.0 -fb-survey,smoothed_wspent_time_indoors_1d,day,county,2021-03-02,2022-06-25,670.0,12.1115306,74.6898276,44.8739983,7.5260073,2022-07-01 14:59:54,20220701,1,63.0 -fb-survey,smoothed_wspent_time_indoors_1d,day,hrr,2021-03-02,2022-06-25,306.0,14.7624462,77.201618,46.0249884,7.1290718,2022-07-01 15:00:09,20220701,4,63.0 -fb-survey,smoothed_wspent_time_indoors_1d,day,msa,2021-03-02,2022-06-25,349.0,12.1115306,73.6403445,45.6331196,7.1447526,2022-07-01 15:00:21,20220701,4,63.0 -fb-survey,smoothed_wspent_time_indoors_1d,day,nation,2021-03-02,2022-06-25,1.0,33.7822735,52.2408293,44.8759535,4.3265467,2022-07-01 15:00:26,20220701,4,63.0 -fb-survey,smoothed_wspent_time_indoors_1d,day,state,2021-03-02,2022-06-25,51.0,20.7577586,66.1495664,46.6903866,6.230148,2022-07-01 15:00:32,20220701,4,63.0 -fb-survey,smoothed_wtested_14d,day,county,2020-09-08,2022-06-25,802.0,0.3763116,63.3583378,13.9328752,7.4547174,2022-07-01 14:59:54,20220701,0,92.0 -fb-survey,smoothed_wtested_14d,day,hrr,2020-09-08,2022-06-25,306.0,0.3759398,56.8514457,13.8810175,7.0420457,2022-07-01 15:00:09,20220701,4,92.0 -fb-survey,smoothed_wtested_14d,day,msa,2020-09-08,2022-06-25,366.0,0.4910279,55.3470515,13.5870645,7.0246739,2022-07-01 15:00:21,20220701,4,92.0 -fb-survey,smoothed_wtested_14d,day,nation,2020-09-08,2022-06-25,1.0,7.4292251,32.4234431,14.4200121,5.6985117,2022-07-01 15:00:26,20220701,4,98.0 -fb-survey,smoothed_wtested_14d,day,state,2020-09-08,2022-06-25,51.0,2.4975969,56.8603215,14.2921669,6.9783886,2022-07-01 15:00:32,20220701,4,92.0 -fb-survey,smoothed_wtested_positive_14d,day,county,2020-09-08,2022-06-25,225.0,0.3448276,59.5986145,16.778296,9.799182,2022-07-01 14:59:54,20220701,1,92.0 -fb-survey,smoothed_wtested_positive_14d,day,hrr,2020-09-09,2022-06-25,225.0,0.3289474,65.2596539,17.8414576,10.4887299,2022-07-01 15:00:09,20220701,2,90.0 -fb-survey,smoothed_wtested_positive_14d,day,msa,2020-09-08,2022-06-25,138.0,0.3747481,62.8399023,17.2123455,10.3243834,2022-07-01 15:00:21,20220701,2,91.0 -fb-survey,smoothed_wtested_positive_14d,day,nation,2020-09-08,2022-06-25,1.0,4.866296,33.6232041,14.4398464,6.7510709,2022-07-01 15:00:26,20220701,4,98.0 -fb-survey,smoothed_wtested_positive_14d,day,state,2020-09-08,2022-06-25,51.0,0.3448276,56.2407392,16.170171,9.1744281,2022-07-01 15:00:32,20220701,4,92.0 -fb-survey,smoothed_wtravel_outside_state_5d,day,county,2020-04-06,2021-03-15,1422.0,0.1025095,64.2806489,10.0257477,7.3957277,2021-03-20 11:51:33,20210320,0,247.0 -fb-survey,smoothed_wtravel_outside_state_5d,day,hrr,2020-04-06,2021-03-11,306.0,0.0947719,60.4068071,9.6768065,6.2837987,2021-03-17 18:58:04,20210317,1,247.0 -fb-survey,smoothed_wtravel_outside_state_5d,day,msa,2020-04-06,2021-03-14,381.0,0.1025095,59.3672059,9.4746487,6.8946317,2021-03-19 11:51:47,20210319,1,247.0 -fb-survey,smoothed_wtravel_outside_state_5d,day,nation,2020-04-06,2021-03-18,1.0,3.3773044,12.1462511,8.7849591,2.2060552,2021-03-23 11:53:45,20210323,5,253.0 -fb-survey,smoothed_wtravel_outside_state_5d,day,state,2020-04-06,2021-03-15,52.0,0.5082227,34.831101,11.1475629,5.6036074,2021-03-20 11:52:14,20210320,5,247.0 -fb-survey,smoothed_wtravel_outside_state_7d,day,county,2021-03-02,2022-02-18,660.0,0.290026,62.5827664,14.6023051,7.7177183,2022-02-23 13:52:11,20220223,1,63.0 -fb-survey,smoothed_wtravel_outside_state_7d,day,hrr,2021-03-02,2022-02-17,306.0,0.3267974,54.4929375,14.6547479,7.3109698,2022-02-22 13:54:19,20220222,4,63.0 -fb-survey,smoothed_wtravel_outside_state_7d,day,msa,2021-03-02,2022-02-18,347.0,0.290026,58.571549,13.9827795,7.4833647,2022-02-23 13:53:42,20220223,4,63.0 -fb-survey,smoothed_wtravel_outside_state_7d,day,nation,2021-03-02,2022-02-20,1.0,9.1274506,17.4480578,13.661823,2.0919633,2022-02-25 13:53:28,20220225,4,63.0 -fb-survey,smoothed_wtravel_outside_state_7d,day,state,2021-03-02,2022-02-18,51.0,2.2033812,44.9972394,16.9371366,6.749975,2022-02-23 13:54:11,20220223,4,63.0 -fb-survey,smoothed_wtrust_covid_info_cdc,day,county,2021-05-20,2022-06-25,350.0,22.6495979,85.4382659,55.5010384,8.2242305,2022-07-01 14:59:54,20220701,1,63.0 -fb-survey,smoothed_wtrust_covid_info_cdc,day,hrr,2021-05-20,2022-06-25,288.0,20.6855613,82.9676586,52.5705567,7.9609733,2022-07-01 15:00:09,20220701,4,63.0 -fb-survey,smoothed_wtrust_covid_info_cdc,day,msa,2021-05-20,2022-06-25,214.0,24.2655111,81.1954238,54.3750319,7.5021275,2022-07-01 15:00:21,20220701,4,63.0 -fb-survey,smoothed_wtrust_covid_info_cdc,day,nation,2021-05-20,2022-06-25,1.0,47.3425245,57.6821686,52.948235,3.4004495,2022-07-01 15:00:26,20220701,4,63.0 -fb-survey,smoothed_wtrust_covid_info_cdc,day,state,2021-05-20,2022-06-25,51.0,27.744328,85.4382659,52.4494803,6.7902807,2022-07-01 15:00:33,20220701,4,63.0 -fb-survey,smoothed_wtrust_covid_info_doctors,day,county,2021-05-20,2022-06-25,349.0,36.8559842,90.8331209,67.6003166,6.8932108,2022-07-01 14:59:54,20220701,1,63.0 -fb-survey,smoothed_wtrust_covid_info_doctors,day,hrr,2021-05-20,2022-06-25,288.0,36.2539364,89.5014574,65.1365806,6.6182919,2022-07-01 15:00:09,20220701,4,63.0 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-fb-survey,smoothed_wvaccine_likely_govt_health,day,msa,2020-12-20,2021-08-07,357.0,0.4778977,55.7657274,26.359507,8.1751537,2021-08-12 12:55:27,20210812,2,44.0 -fb-survey,smoothed_wvaccine_likely_govt_health,day,nation,2020-12-20,2021-08-08,1.0,5.2371949,32.6937488,18.2387443,10.4349212,2021-08-13 12:57:04,20210813,2,44.0 -fb-survey,smoothed_wvaccine_likely_govt_health,day,state,2020-12-20,2021-08-08,51.0,0.4791461,52.5748388,21.3528736,10.2720167,2021-08-13 12:57:21,20210813,2,44.0 -fb-survey,smoothed_wvaccine_likely_local_health,day,county,2020-12-20,2021-03-16,744.0,22.2324417,75.7810762,47.8242695,7.825357,2021-03-21 11:51:28,20210321,1,44.0 -fb-survey,smoothed_wvaccine_likely_local_health,day,hrr,2020-12-20,2021-03-16,306.0,22.7657784,73.8261871,46.4835359,7.2165629,2021-03-21 11:51:45,20210321,1,44.0 -fb-survey,smoothed_wvaccine_likely_local_health,day,msa,2020-12-20,2021-03-16,359.0,19.4811503,74.2892216,46.7604427,7.3708938,2021-03-21 11:52:00,20210321,1,44.0 -fb-survey,smoothed_wvaccine_likely_local_health,day,nation,2020-12-20,2021-03-16,1.0,42.9358801,54.410947,47.2188903,3.6937254,2021-03-21 11:52:04,20210321,2,44.0 -fb-survey,smoothed_wvaccine_likely_local_health,day,state,2020-12-20,2021-03-16,51.0,27.1765913,70.855797,46.8312565,5.867508,2021-03-21 11:52:10,20210321,1,44.0 -fb-survey,smoothed_wvaccine_likely_politicians,day,county,2020-12-20,2021-08-08,737.0,0.1752614,28.2857884,8.9449866,3.7064829,2021-08-13 12:55:26,20210813,1,44.0 -fb-survey,smoothed_wvaccine_likely_politicians,day,hrr,2020-12-20,2021-08-06,306.0,0.2272727,30.3533353,7.9655254,3.6735202,2021-08-11 12:57:06,20210811,2,44.0 -fb-survey,smoothed_wvaccine_likely_politicians,day,msa,2020-12-20,2021-08-07,355.0,0.3346528,28.2857884,8.4909303,3.4597848,2021-08-12 12:55:27,20210812,2,44.0 -fb-survey,smoothed_wvaccine_likely_politicians,day,nation,2020-12-20,2021-08-08,1.0,1.3664651,12.6292333,6.1871506,3.1501693,2021-08-13 12:57:04,20210813,2,44.0 -fb-survey,smoothed_wvaccine_likely_politicians,day,state,2020-12-20,2021-08-08,51.0,0.1752614,19.5292362,6.8180187,3.327128,2021-08-13 12:57:21,20210813,2,44.0 -fb-survey,smoothed_wvaccine_likely_who,day,county,2020-12-20,2021-08-08,740.0,0.446429,64.1367354,33.1742871,9.4013078,2021-08-13 12:55:26,20210813,1,44.0 -fb-survey,smoothed_wvaccine_likely_who,day,hrr,2020-12-20,2021-08-06,306.0,0.5846541,58.6165461,29.2521162,10.0645951,2021-08-11 12:57:06,20210811,2,44.0 -fb-survey,smoothed_wvaccine_likely_who,day,msa,2020-12-20,2021-08-07,358.0,3.0838604,64.1367354,31.5261538,8.9701671,2021-08-12 12:55:27,20210812,2,44.0 -fb-survey,smoothed_wvaccine_likely_who,day,nation,2020-12-20,2021-08-08,1.0,6.6090807,37.8505547,22.2353713,11.8125939,2021-08-13 12:57:04,20210813,2,44.0 -fb-survey,smoothed_wvaccine_likely_who,day,state,2020-12-20,2021-08-08,51.0,0.446429,55.5190485,25.8668459,11.3348938,2021-08-13 12:57:22,20210813,2,44.0 -fb-survey,smoothed_wwant_info_children_education,day,county,2021-05-20,2022-06-25,355.0,0.292383,29.353383,7.4068442,3.2172861,2022-07-01 14:59:56,20220701,1,110.0 -fb-survey,smoothed_wwant_info_children_education,day,hrr,2021-05-20,2022-06-25,289.0,0.2066116,29.4027965,6.8066621,3.0104577,2022-07-01 15:00:10,20220701,4,110.0 -fb-survey,smoothed_wwant_info_children_education,day,msa,2021-05-20,2022-06-25,215.0,0.3121147,29.353383,7.0214816,2.9380345,2022-07-01 15:00:22,20220701,4,110.0 -fb-survey,smoothed_wwant_info_children_education,day,nation,2021-05-20,2022-06-25,1.0,5.613506,9.5645405,6.9718878,0.9618779,2022-07-01 15:00:26,20220701,4,110.0 -fb-survey,smoothed_wwant_info_children_education,day,state,2021-05-20,2022-06-25,51.0,0.292383,16.2595185,6.4099107,1.9891178,2022-07-01 15:00:33,20220701,4,110.0 -fb-survey,smoothed_wwant_info_covid_treatment,day,county,2021-05-20,2022-06-25,355.0,1.1167606,46.193412,17.0093775,5.4830206,2022-07-01 14:59:56,20220701,1,110.0 -fb-survey,smoothed_wwant_info_covid_treatment,day,hrr,2021-05-20,2022-06-25,289.0,1.3156696,44.8880955,15.9854304,5.2418061,2022-07-01 15:00:11,20220701,4,110.0 -fb-survey,smoothed_wwant_info_covid_treatment,day,msa,2021-05-20,2022-06-25,215.0,1.5657304,44.1036485,16.3164943,5.0559612,2022-07-01 15:00:22,20220701,4,110.0 -fb-survey,smoothed_wwant_info_covid_treatment,day,nation,2021-05-20,2022-06-25,1.0,11.5313912,21.4571967,16.3484578,2.3465849,2022-07-01 15:00:26,20220701,4,110.0 -fb-survey,smoothed_wwant_info_covid_treatment,day,state,2021-05-20,2022-06-25,51.0,2.5616594,35.9025179,15.1397714,3.9667136,2022-07-01 15:00:33,20220701,4,110.0 -fb-survey,smoothed_wwant_info_covid_variants,day,county,2021-05-20,2022-06-25,355.0,7.710231,60.6066359,28.8753534,6.8013948,2022-07-01 14:59:56,20220701,1,110.0 -fb-survey,smoothed_wwant_info_covid_variants,day,hrr,2021-05-20,2022-06-25,289.0,5.9163304,60.0311803,26.984193,6.511051,2022-07-01 15:00:11,20220701,4,110.0 -fb-survey,smoothed_wwant_info_covid_variants,day,msa,2021-05-20,2022-06-25,215.0,8.9517221,55.3597721,27.854011,6.1438722,2022-07-01 15:00:22,20220701,4,110.0 -fb-survey,smoothed_wwant_info_covid_variants,day,nation,2021-05-20,2022-06-25,1.0,22.7048749,34.8015595,27.4057197,3.7141623,2022-07-01 15:00:26,20220701,4,110.0 -fb-survey,smoothed_wwant_info_covid_variants,day,state,2021-05-20,2022-06-25,51.0,6.6991966,58.6471109,26.3085977,5.4736628,2022-07-01 15:00:33,20220701,4,110.0 -fb-survey,smoothed_wwant_info_employment,day,county,2021-05-20,2022-06-25,355.0,1.2708084,43.4376744,13.9642245,4.7943139,2022-07-01 14:59:56,20220701,1,110.0 -fb-survey,smoothed_wwant_info_employment,day,hrr,2021-05-20,2022-06-25,289.0,0.9601587,40.0580879,13.1043427,4.4517553,2022-07-01 15:00:11,20220701,4,110.0 -fb-survey,smoothed_wwant_info_employment,day,msa,2021-05-20,2022-06-25,215.0,2.0095913,41.7064632,13.3294776,4.1553257,2022-07-01 15:00:22,20220701,4,110.0 -fb-survey,smoothed_wwant_info_employment,day,nation,2021-05-20,2022-06-25,1.0,12.448366,15.4840719,13.6531257,0.6712723,2022-07-01 15:00:26,20220701,4,110.0 -fb-survey,smoothed_wwant_info_employment,day,state,2021-05-20,2022-06-25,51.0,2.3872098,27.6016744,12.6311235,2.9337623,2022-07-01 15:00:34,20220701,4,110.0 -fb-survey,smoothed_wwant_info_mental_health,day,county,2021-05-20,2022-06-25,355.0,2.3491042,46.3749193,18.5940015,5.1881484,2022-07-01 14:59:56,20220701,1,110.0 -fb-survey,smoothed_wwant_info_mental_health,day,hrr,2021-05-20,2022-06-25,289.0,2.1985778,46.9791113,17.2598518,4.807292,2022-07-01 15:00:11,20220701,4,110.0 -fb-survey,smoothed_wwant_info_mental_health,day,msa,2021-05-20,2022-06-25,215.0,1.9431669,47.4614322,17.8429746,4.4491411,2022-07-01 15:00:22,20220701,4,110.0 -fb-survey,smoothed_wwant_info_mental_health,day,nation,2021-05-20,2022-06-25,1.0,15.9678165,19.9677129,17.803888,0.9993642,2022-07-01 15:00:26,20220701,4,110.0 -fb-survey,smoothed_wwant_info_mental_health,day,state,2021-05-20,2022-06-25,51.0,2.9363483,46.3749193,16.8558162,3.3298125,2022-07-01 15:00:34,20220701,4,110.0 -fb-survey,smoothed_wwant_info_none,day,county,2021-05-20,2022-06-25,355.0,16.5501582,82.2405138,54.2453005,8.4337292,2022-07-01 14:59:56,20220701,1,110.0 -fb-survey,smoothed_wwant_info_none,day,hrr,2021-05-20,2022-06-25,289.0,16.4047071,85.5599573,56.7461528,8.2363471,2022-07-01 15:00:11,20220701,4,110.0 -fb-survey,smoothed_wwant_info_none,day,msa,2021-05-20,2022-06-25,215.0,22.7590951,82.4896053,55.8203858,7.22966,2022-07-01 15:00:22,20220701,4,110.0 -fb-survey,smoothed_wwant_info_none,day,nation,2021-05-20,2022-06-25,1.0,50.215821,59.1416216,55.6319834,2.5283015,2022-07-01 15:00:26,20220701,4,110.0 -fb-survey,smoothed_wwant_info_none,day,state,2021-05-20,2022-06-25,51.0,27.563182,83.2953347,57.9695431,6.3063546,2022-07-01 15:00:34,20220701,4,110.0 -fb-survey,smoothed_wwant_info_relationships,day,county,2021-05-20,2022-06-25,355.0,0.454955,34.7167506,9.3233291,3.6982645,2022-07-01 14:59:56,20220701,1,110.0 -fb-survey,smoothed_wwant_info_relationships,day,hrr,2021-05-20,2022-06-25,289.0,0.3289474,32.7373288,8.4533624,3.3466102,2022-07-01 15:00:11,20220701,4,110.0 -fb-survey,smoothed_wwant_info_relationships,day,msa,2021-05-20,2022-06-25,215.0,0.4231536,39.3171652,8.759038,3.1968178,2022-07-01 15:00:22,20220701,4,110.0 -fb-survey,smoothed_wwant_info_relationships,day,nation,2021-05-20,2022-06-25,1.0,7.1218982,10.2674231,8.6145216,1.0178285,2022-07-01 15:00:26,20220701,4,110.0 -fb-survey,smoothed_wwant_info_relationships,day,state,2021-05-20,2022-06-25,51.0,0.5517402,26.2315663,7.9942383,2.4207866,2022-07-01 15:00:34,20220701,4,110.0 -fb-survey,smoothed_wwant_info_vaccine_access,day,county,2021-05-20,2022-06-25,355.0,0.1219361,21.4938234,3.1003567,1.9796343,2022-07-01 14:59:56,20220701,1,110.0 -fb-survey,smoothed_wwant_info_vaccine_access,day,hrr,2021-05-20,2022-06-25,289.0,0.1075269,16.9004841,2.8537367,1.8017906,2022-07-01 15:00:11,20220701,4,110.0 -fb-survey,smoothed_wwant_info_vaccine_access,day,msa,2021-05-20,2022-06-25,215.0,0.1331817,30.3987418,2.9296704,1.851172,2022-07-01 15:00:22,20220701,4,110.0 -fb-survey,smoothed_wwant_info_vaccine_access,day,nation,2021-05-20,2022-06-25,1.0,2.2664813,3.4611316,2.8570513,0.2461644,2022-07-01 15:00:26,20220701,4,110.0 -fb-survey,smoothed_wwant_info_vaccine_access,day,state,2021-05-20,2022-06-25,51.0,0.1219361,10.5290937,2.5865831,1.1148775,2022-07-01 15:00:34,20220701,4,110.0 -fb-survey,smoothed_wwant_info_vaccine_types,day,county,2021-05-20,2022-06-25,355.0,0.3451439,34.292441,9.2703739,3.4846302,2022-07-01 14:59:56,20220701,1,110.0 -fb-survey,smoothed_wwant_info_vaccine_types,day,hrr,2021-05-20,2022-06-25,289.0,0.3448276,33.9369294,8.7436942,3.259631,2022-07-01 15:00:11,20220701,4,110.0 -fb-survey,smoothed_wwant_info_vaccine_types,day,msa,2021-05-20,2022-06-25,215.0,0.4226636,37.6360851,8.9183023,3.1873154,2022-07-01 15:00:22,20220701,4,110.0 -fb-survey,smoothed_wwant_info_vaccine_types,day,nation,2021-05-20,2022-06-25,1.0,7.6142741,10.9393633,8.9021634,0.6874703,2022-07-01 15:00:26,20220701,4,110.0 -fb-survey,smoothed_wwant_info_vaccine_types,day,state,2021-05-20,2022-06-25,51.0,0.3459039,22.67155,8.2462851,2.1658732,2022-07-01 15:00:34,20220701,4,110.0 -fb-survey,smoothed_wwanted_test_14d,day,county,2020-09-08,2021-08-08,739.0,0.1587571,41.5185667,7.5925977,4.1336842,2021-08-13 12:55:26,20210813,0,92.0 -fb-survey,smoothed_wwanted_test_14d,day,hrr,2020-09-08,2021-08-08,306.0,0.1355014,27.9964178,7.1987494,3.7610783,2021-08-13 12:56:18,20210813,5,92.0 -fb-survey,smoothed_wwanted_test_14d,day,msa,2020-09-08,2021-08-08,358.0,0.1587571,36.3557968,7.3513823,3.8123354,2021-08-13 12:56:58,20210813,5,92.0 -fb-survey,smoothed_wwanted_test_14d,day,nation,2020-09-08,2021-08-08,1.0,1.4779078,12.1428717,6.611073,3.3730495,2021-08-13 12:57:04,20210813,5,98.0 -fb-survey,smoothed_wwanted_test_14d,day,state,2020-09-08,2021-08-08,51.0,0.1976331,23.1824888,6.6375353,3.537193,2021-08-13 12:57:22,20210813,5,92.0 -fb-survey,smoothed_wwearing_mask,day,county,2020-09-08,2021-02-21,742.0,46.5246845,99.7326725,88.7819744,6.9900593,2021-03-17 18:42:52,20210317,0,92.0 -fb-survey,smoothed_wwearing_mask,day,hrr,2020-09-08,2021-02-20,306.0,44.9625133,99.6774194,86.7584134,7.3901029,2021-03-17 18:42:15,20210317,5,92.0 -fb-survey,smoothed_wwearing_mask,day,msa,2020-09-08,2021-02-21,359.0,43.5831097,99.6775583,87.5598281,7.0845001,2021-03-17 18:43:17,20210317,5,92.0 -fb-survey,smoothed_wwearing_mask,day,nation,2020-09-08,2021-02-22,1.0,84.3485583,93.2178515,88.8670227,3.1131215,2021-03-17 18:44:10,20210317,5,98.0 -fb-survey,smoothed_wwearing_mask,day,state,2020-09-08,2021-02-21,51.0,50.762044,99.5948522,87.2809617,6.9568473,2021-03-17 18:43:24,20210317,5,92.0 -fb-survey,smoothed_wwearing_mask_7d,day,county,2021-02-09,2022-06-25,662.0,5.98686,99.7573185,61.80579,23.0183261,2022-07-01 14:59:56,20220701,1,63.0 -fb-survey,smoothed_wwearing_mask_7d,day,hrr,2021-02-09,2022-06-25,306.0,4.5437691,99.795082,56.6835861,23.0747418,2022-07-01 15:00:11,20220701,4,63.0 -fb-survey,smoothed_wwearing_mask_7d,day,msa,2021-02-09,2022-06-25,344.0,4.0666985,99.7573185,59.6318864,22.7905839,2022-07-01 15:00:22,20220701,4,63.0 -fb-survey,smoothed_wwearing_mask_7d,day,nation,2021-02-09,2022-06-25,1.0,29.0033818,92.0933281,59.5204752,18.7918683,2022-07-01 15:00:26,20220701,4,63.0 -fb-survey,smoothed_wwearing_mask_7d,day,state,2021-02-09,2022-06-25,51.0,5.8599585,99.5762712,55.8022928,22.959884,2022-07-01 15:00:34,20220701,4,63.0 -fb-survey,smoothed_wwork_outside_home_1d,day,county,2020-09-08,2021-03-15,831.0,9.4509317,64.2551351,35.0285712,6.8365381,2021-03-20 11:51:35,20210320,0,92.0 -fb-survey,smoothed_wwork_outside_home_1d,day,hrr,2020-09-08,2021-03-11,306.0,14.3288,61.1471406,35.6776456,6.2129467,2021-03-17 18:58:05,20210317,2,92.0 -fb-survey,smoothed_wwork_outside_home_1d,day,msa,2020-09-08,2021-03-14,370.0,10.006004,65.7893559,35.8972798,6.6585783,2021-03-19 11:51:48,20210319,1,92.0 -fb-survey,smoothed_wwork_outside_home_1d,day,nation,2020-09-08,2021-03-18,1.0,24.3270003,39.1900137,34.6474592,3.6229461,2021-03-23 11:53:46,20210323,2,98.0 -fb-survey,smoothed_wwork_outside_home_1d,day,state,2020-09-08,2021-03-15,51.0,9.7034648,57.2831637,35.8318816,5.9256329,2021-03-20 11:52:14,20210320,2,92.0 -fb-survey,smoothed_wwork_outside_home_indoors_1d,day,county,2021-03-02,2022-06-25,670.0,9.7798451,69.9875077,39.1239113,6.6479648,2022-07-01 14:59:57,20220701,1,63.0 -fb-survey,smoothed_wwork_outside_home_indoors_1d,day,hrr,2021-03-02,2022-06-25,306.0,13.1381872,69.6931906,39.8079887,6.23601,2022-07-01 15:00:11,20220701,4,63.0 -fb-survey,smoothed_wwork_outside_home_indoors_1d,day,msa,2021-03-02,2022-06-25,349.0,9.7798451,71.1995787,39.7791789,6.5067048,2022-07-01 15:00:22,20220701,4,63.0 -fb-survey,smoothed_wwork_outside_home_indoors_1d,day,nation,2021-03-02,2022-06-25,1.0,27.6726804,43.7207665,39.2049883,2.9440257,2022-07-01 15:00:26,20220701,4,63.0 -fb-survey,smoothed_wwork_outside_home_indoors_1d,day,state,2021-03-02,2022-06-25,51.0,13.7594749,60.8604643,40.5472778,5.2836308,2022-07-01 15:00:34,20220701,4,63.0 -fb-survey,smoothed_wworried_become_ill,day,county,2020-09-08,2021-08-08,739.0,19.5361406,93.9006459,59.5562444,9.5501101,2021-08-13 12:55:28,20210813,0,92.0 -fb-survey,smoothed_wworried_become_ill,day,hrr,2020-09-08,2021-08-08,306.0,22.3139171,86.8522829,57.9492483,9.2887984,2021-08-13 12:56:20,20210813,5,92.0 -fb-survey,smoothed_wworried_become_ill,day,msa,2020-09-08,2021-08-08,358.0,19.5361406,93.9006459,58.6357432,9.3591756,2021-08-13 12:56:59,20210813,5,92.0 -fb-survey,smoothed_wworried_become_ill,day,nation,2020-09-08,2021-08-08,1.0,35.7184994,70.8400827,55.67588,10.2247137,2021-08-13 12:57:04,20210813,5,98.0 -fb-survey,smoothed_wworried_become_ill,day,state,2020-09-08,2021-08-08,51.0,19.6673155,78.9788449,56.1876233,10.1268506,2021-08-13 12:57:22,20210813,5,92.0 -fb-survey,smoothed_wworried_catch_covid,day,county,2021-05-20,2022-06-25,376.0,12.4829172,84.2052504,46.7587756,10.8126579,2022-07-01 14:59:57,20220701,1,110.0 -fb-survey,smoothed_wworried_catch_covid,day,hrr,2021-05-20,2022-06-25,293.0,11.5162804,84.1507655,43.7524424,10.5488557,2022-07-01 15:00:11,20220701,4,110.0 -fb-survey,smoothed_wworried_catch_covid,day,msa,2021-05-20,2022-06-25,220.0,13.7197585,84.2052504,45.0489584,10.1411255,2022-07-01 15:00:22,20220701,4,110.0 -fb-survey,smoothed_wworried_catch_covid,day,nation,2021-05-20,2022-06-25,1.0,33.1016879,57.3264887,44.5170577,6.459023,2022-07-01 15:00:26,20220701,4,110.0 -fb-survey,smoothed_wworried_catch_covid,day,state,2021-05-20,2022-06-25,51.0,10.8843351,78.59617,41.8433606,9.4276472,2022-07-01 15:00:34,20220701,4,110.0 -fb-survey,smoothed_wworried_finances,day,county,2020-09-08,2022-06-25,750.0,11.1143697,83.6218012,41.1647182,8.0881449,2022-07-01 14:59:57,20220701,0,92.0 -fb-survey,smoothed_wworried_finances,day,hrr,2020-09-08,2022-06-25,306.0,12.2427033,76.4272193,41.1335091,7.4902084,2022-07-01 15:00:11,20220701,4,92.0 -fb-survey,smoothed_wworried_finances,day,msa,2020-09-08,2022-06-25,360.0,13.1044873,83.6218012,41.2964627,7.7953364,2022-07-01 15:00:22,20220701,4,92.0 -fb-survey,smoothed_wworried_finances,day,nation,2020-09-08,2022-06-25,1.0,36.1576239,50.5120064,41.1379765,3.9146201,2022-07-01 15:00:26,20220701,4,98.0 -fb-survey,smoothed_wworried_finances,day,state,2020-09-08,2022-06-25,51.0,18.9410484,58.378139,39.9359039,5.5342188,2022-07-01 15:00:34,20220701,4,92.0 -fb-survey,smoothed_wworried_vaccine_side_effects,day,county,2021-01-13,2022-06-25,722.0,15.0713634,86.347618,53.2623794,14.7692205,2022-07-01 14:59:57,20220701,1,63.0 -fb-survey,smoothed_wworried_vaccine_side_effects,day,hrr,2021-01-13,2022-06-25,306.0,21.06384,89.8120578,59.8813023,13.4791837,2022-07-01 15:00:12,20220701,4,63.0 -fb-survey,smoothed_wworried_vaccine_side_effects,day,msa,2021-01-13,2022-06-25,359.0,19.229984,87.642629,55.2390122,14.4232621,2022-07-01 15:00:22,20220701,4,63.0 -fb-survey,smoothed_wworried_vaccine_side_effects,day,nation,2021-01-13,2022-06-25,1.0,38.6339196,72.2343997,65.5906145,9.0739766,2022-07-01 15:00:26,20220701,2,63.0 -fb-survey,smoothed_wworried_vaccine_side_effects,day,state,2021-01-13,2022-06-25,51.0,23.0894615,85.903338,64.6252616,10.8323669,2022-07-01 15:00:34,20220701,4,63.0 -ght,raw_search,day,dma,2020-02-01,2021-03-04,210.0,0.0,1565.76200417525,20.9482376,65.2674025,2021-03-08 13:51:23,20210308,2,95.0 -ght,raw_search,day,hrr,2020-02-01,2021-03-04,306.0,0.0,1410.08842302,21.9186474,49.0164187,2021-03-08 13:51:23,20210308,2,95.0 -ght,raw_search,day,msa,2020-02-01,2021-03-04,381.0,0.0,1565.76200417525,22.1626516,55.1958568,2021-03-08 13:51:24,20210308,2,95.0 -ght,raw_search,day,state,2020-02-01,2021-03-04,51.0,0.0,530.20464784,20.8002893,34.0252416,2021-03-08 13:51:24,20210308,2,95.0 -ght,smoothed_search,day,dma,2020-02-01,2021-03-04,210.0,0.0,1527.49490835,21.6425026,49.2963765,2021-03-08 13:51:23,20210308,2,95.0 -ght,smoothed_search,day,hrr,2020-02-01,2021-03-04,306.0,0.0,1410.08842302,22.2032196,38.1130556,2021-03-08 13:51:23,20210308,2,95.0 -ght,smoothed_search,day,msa,2020-02-01,2021-03-04,381.0,0.0,1527.49490835,22.6439253,41.9518625,2021-03-08 13:51:24,20210308,2,95.0 -ght,smoothed_search,day,state,2020-02-01,2021-03-04,51.0,0.0,530.20464784,21.0425576,27.779224,2021-03-08 13:51:24,20210308,2,95.0 -google-survey,raw_cli,day,county,2020-04-11,2020-05-14,649.0,0.409836065573771,35.423894886623,7.5642062,2.3033009,2020-05-15 14:51:20,20200516,1,27.0 -google-survey,raw_cli,day,hrr,2020-04-11,2020-05-14,282.0,0.78125,23.8735267431388,7.5031418,2.1662551,2020-05-15 14:51:20,20200516,2,27.0 -google-survey,raw_cli,day,msa,2020-04-11,2020-05-14,324.0,0.0,20.2898257604082,7.41813,2.0245724,2020-05-15 14:51:20,20200516,2,27.0 -google-survey,raw_cli,day,state,2020-04-11,2020-05-14,51.0,2.17391304347826,18.787540792796,7.2286506,1.740113,2020-05-15 14:51:20,20200516,2,27.0 -google-survey,smoothed_cli,day,county,2020-04-11,2020-05-14,649.0,0.880545893794213,28.749996064143,7.5262832,2.1496115,2020-05-15 14:51:20,20200516,1,27.0 -google-survey,smoothed_cli,day,hrr,2020-04-11,2020-05-14,282.0,3.7019332071209,22.726557194704,7.5733011,2.0361627,2020-05-15 14:51:20,20200516,2,27.0 -google-survey,smoothed_cli,day,msa,2020-04-11,2020-05-14,324.0,3.01822323462415,19.1367838167457,7.4565365,1.7716232,2020-05-15 14:51:20,20200516,2,27.0 -google-survey,smoothed_cli,day,state,2020-04-11,2020-05-14,51.0,3.64100926221654,18.1033479398524,7.1670572,1.7637356,2020-05-15 14:51:20,20200516,2,27.0 -google-symptoms,ageusia_raw_search,day,county,2020-02-13,2024-05-01,92.0,0.02,2.8,0.1628996,0.1148612,2022-01-24 14:03:00,20220124,4,336.0 -google-symptoms,ageusia_raw_search,day,hhs,2020-02-14,2024-05-01,10.0,0.0131270807702595,1.2480681700533858,0.140034,0.0911828,2022-01-24 14:03:00,20220124,4,669.0 -google-symptoms,ageusia_raw_search,day,hrr,2020-02-13,2024-05-01,106.0,7.070846583878629e-07,2.1978302516782264,0.0903941,0.0964045,2022-01-24 14:03:00,20220124,4,336.0 -google-symptoms,ageusia_raw_search,day,msa,2020-02-13,2024-05-01,54.0,0.0033902801295283,1.4696504092228102,0.1162842,0.0898667,2022-01-24 14:03:01,20220124,4,336.0 -google-symptoms,ageusia_raw_search,day,nation,2020-02-14,2024-05-01,1.0,0.0298998387351133,0.5080993582433261,0.1514058,0.0756495,2022-01-24 14:03:01,20220124,4,669.0 -google-symptoms,ageusia_raw_search,day,state,2020-02-13,2024-05-01,43.0,0.02,1.6,0.1737928,0.1028339,2022-01-24 14:03:01,20220124,4,336.0 -google-symptoms,ageusia_smoothed_search,day,county,2020-02-20,2024-05-01,92.0,0.0328571428571428,2.001428571428572,0.1793956,0.1175762,2022-01-24 14:03:00,20220124,3,329.0 -google-symptoms,ageusia_smoothed_search,day,hhs,2020-02-20,2024-05-01,10.0,0.0179084404925376,0.9134917551559588,0.1412503,0.0881181,2022-01-24 14:03:00,20220124,4,663.0 -google-symptoms,ageusia_smoothed_search,day,hrr,2020-02-20,2024-05-01,106.0,6.575606920968502e-06,1.9360977520295877,0.0996178,0.097535,2022-01-24 14:03:00,20220124,3,329.0 -google-symptoms,ageusia_smoothed_search,day,msa,2020-02-20,2024-05-01,54.0,0.012888080770378,1.1303163980678963,0.1252972,0.0908501,2022-01-24 14:03:01,20220124,3,329.0 -google-symptoms,ageusia_smoothed_search,day,nation,2020-02-20,2024-05-01,1.0,0.0338719602832891,0.3869580463385803,0.151751,0.0732171,2022-01-24 14:03:01,20220124,4,663.0 -google-symptoms,ageusia_smoothed_search,day,state,2020-02-20,2024-05-01,43.0,0.0342857142857142,1.18,0.1775286,0.1007419,2022-01-24 14:03:01,20220124,3,329.0 -google-symptoms,anosmia_raw_search,day,county,2020-02-13,2024-05-01,109.0,0.03,6.57,0.2204089,0.1742904,2022-01-24 14:03:00,20220124,4,336.0 -google-symptoms,anosmia_raw_search,day,hhs,2020-02-14,2024-05-01,10.0,0.0173693227372303,2.7200165442391304,0.1945913,0.1329324,2022-01-24 14:03:00,20220124,4,669.0 -google-symptoms,anosmia_raw_search,day,hrr,2020-02-13,2024-05-01,115.0,5.656677267102902e-07,4.9685954785081545,0.1306022,0.139857,2022-01-24 14:03:01,20220124,4,336.0 -google-symptoms,anosmia_raw_search,day,msa,2020-02-13,2024-05-01,64.0,0.0088361517675675,3.132953842235674,0.1635651,0.1279177,2022-01-24 14:03:01,20220124,4,336.0 -google-symptoms,anosmia_raw_search,day,nation,2020-02-14,2024-05-01,1.0,0.0438656821358702,1.29733135353733,0.2050263,0.1108735,2022-01-24 14:03:01,20220124,4,669.0 -google-symptoms,anosmia_raw_search,day,state,2020-02-13,2024-05-01,44.0,0.03,3.47,0.2254759,0.1390483,2022-01-24 14:03:01,20220124,4,336.0 -google-symptoms,anosmia_smoothed_search,day,county,2020-02-20,2024-05-01,109.0,0.0414285714285714,3.762857142857143,0.2360233,0.1638776,2022-01-24 14:03:00,20220124,3,329.0 -google-symptoms,anosmia_smoothed_search,day,hhs,2020-02-20,2024-05-01,10.0,0.0273448966120518,1.787173096021979,0.1953557,0.1200617,2022-01-24 14:03:00,20220124,4,663.0 -google-symptoms,anosmia_smoothed_search,day,hrr,2020-02-20,2024-05-01,115.0,5.873357638146623e-06,3.359756365647917,0.1382351,0.1334759,2022-01-24 14:03:01,20220124,3,329.0 -google-symptoms,anosmia_smoothed_search,day,msa,2020-02-20,2024-05-01,64.0,0.0172218958627234,2.1852318317670267,0.1714624,0.1203665,2022-01-24 14:03:01,20220124,3,329.0 -google-symptoms,anosmia_smoothed_search,day,nation,2020-02-20,2024-05-01,1.0,0.0488230407808455,0.7001163446093951,0.2054266,0.0978696,2022-01-24 14:03:01,20220124,4,663.0 -google-symptoms,anosmia_smoothed_search,day,state,2020-02-20,2024-05-01,44.0,0.0442857142857142,2.307142857142857,0.2293551,0.1254468,2022-01-24 14:03:01,20220124,3,329.0 -google-symptoms,s01_raw_search,day,county,2020-02-14,2024-05-01,1523.0,0.145,41.7575,1.4458065,0.6029111,2024-07-17 13:15:29,20240717,4,738.0 -google-symptoms,s01_raw_search,day,hhs,2020-02-14,2024-05-01,10.0,0.5629032,4.8329906,1.5626725,0.5987219,2024-07-17 13:15:33,20240717,4,738.0 -google-symptoms,s01_raw_search,day,hrr,2020-02-14,2024-05-01,306.0,0.0025898,5.9852293,1.2959006,0.5858162,2024-07-17 13:15:33,20240717,4,738.0 -google-symptoms,s01_raw_search,day,msa,2020-02-14,2024-05-01,384.0,0.1525,6.8110606,1.3936503,0.5849853,2024-07-17 13:15:35,20240717,4,738.0 -google-symptoms,s01_raw_search,day,nation,2020-02-14,2024-05-01,1.0,0.7398929,4.3968376,1.613721,0.5701939,2024-07-17 13:15:36,20240717,4,738.0 -google-symptoms,s01_raw_search,day,state,2020-02-14,2024-05-01,51.0,0.345,5.4375,1.5659896,0.6261226,2024-07-17 13:15:36,20240717,4,738.0 -google-symptoms,s01_smoothed_search,day,county,2020-02-20,2024-05-01,1523.0,0.0,19.3282143,1.3457387,0.6052145,2024-07-17 13:15:29,20240717,4,732.0 -google-symptoms,s01_smoothed_search,day,hhs,2020-02-20,2024-05-01,10.0,0.6021712,4.5579379,1.5626276,0.5918432,2024-07-17 13:15:33,20240717,4,732.0 -google-symptoms,s01_smoothed_search,day,hrr,2020-02-20,2024-05-01,306.0,0.0,5.454187,1.2737633,0.5905242,2024-07-17 13:15:34,20240717,4,732.0 -google-symptoms,s01_smoothed_search,day,msa,2020-02-20,2024-05-01,384.0,0.0,5.4585924,1.3693011,0.5858352,2024-07-17 13:15:35,20240717,4,732.0 -google-symptoms,s01_smoothed_search,day,nation,2020-02-20,2024-05-01,1.0,0.7624728,4.1780875,1.6137093,0.5635924,2024-07-17 13:15:36,20240717,4,732.0 -google-symptoms,s01_smoothed_search,day,state,2020-02-20,2024-05-01,51.0,0.3928571,5.1821429,1.5659408,0.617283,2024-07-17 13:15:36,20240717,4,732.0 -google-symptoms,s02_raw_search,day,county,2020-02-14,2024-05-01,2082.0,0.1933333,15.23,1.9736893,0.9636114,2024-07-17 13:15:29,20240717,4,738.0 -google-symptoms,s02_raw_search,day,hhs,2020-02-14,2024-05-01,10.0,0.9644648,10.2016334,2.3780304,0.9261871,2024-07-17 13:15:33,20240717,4,738.0 -google-symptoms,s02_raw_search,day,hrr,2020-02-14,2024-05-01,306.0,0.0619654,11.9665981,2.0572122,0.9312176,2024-07-17 13:15:34,20240717,4,738.0 -google-symptoms,s02_raw_search,day,msa,2020-02-14,2024-05-01,384.0,0.2189365,12.1074102,2.1978484,0.9426042,2024-07-17 13:15:35,20240717,4,738.0 -google-symptoms,s02_raw_search,day,nation,2020-02-14,2024-05-01,1.0,1.2120147,9.6328876,2.4306044,0.8874711,2024-07-17 13:15:36,20240717,4,738.0 -google-symptoms,s02_raw_search,day,state,2020-02-14,2024-05-01,51.0,0.545,11.955,2.403114,0.9693,2024-07-17 13:15:36,20240717,4,738.0 -google-symptoms,s02_smoothed_search,day,county,2020-02-20,2024-05-01,2082.0,0.0,9.8964286,1.7974889,0.9874446,2024-07-17 13:15:30,20240717,3,732.0 -google-symptoms,s02_smoothed_search,day,hhs,2020-02-20,2024-05-01,10.0,0.9898071,8.5374392,2.3779637,0.911629,2024-07-17 13:15:33,20240717,4,732.0 -google-symptoms,s02_smoothed_search,day,hrr,2020-02-20,2024-05-01,306.0,0.0,9.8010037,2.0227886,0.9385257,2024-07-17 13:15:34,20240717,4,732.0 -google-symptoms,s02_smoothed_search,day,msa,2020-02-20,2024-05-01,384.0,0.0,9.805927,2.1610385,0.9473767,2024-07-17 13:15:35,20240717,4,732.0 -google-symptoms,s02_smoothed_search,day,nation,2020-02-20,2024-05-01,1.0,1.2745183,8.0950094,2.4306106,0.8739282,2024-07-17 13:15:36,20240717,4,732.0 -google-symptoms,s02_smoothed_search,day,state,2020-02-20,2024-05-01,51.0,0.6290476,9.7983333,2.4029937,0.9524848,2024-07-17 13:15:36,20240717,4,732.0 -google-symptoms,s03_raw_search,day,county,2020-02-14,2024-05-01,1556.0,0.114,9.344,0.863376,0.3517303,2024-07-17 13:15:31,20240717,4,738.0 -google-symptoms,s03_raw_search,day,hhs,2020-02-14,2024-05-01,10.0,0.4449867,5.0817512,0.9618082,0.3212215,2024-07-17 13:15:33,20240717,4,738.0 -google-symptoms,s03_raw_search,day,hrr,2020-02-14,2024-05-01,306.0,0.0020661,6.7535321,0.7632649,0.348486,2024-07-17 13:15:34,20240717,4,738.0 -google-symptoms,s03_raw_search,day,msa,2020-02-14,2024-05-01,384.0,0.0770901,6.5204411,0.8108243,0.3297275,2024-07-17 13:15:35,20240717,4,738.0 -google-symptoms,s03_raw_search,day,nation,2020-02-14,2024-05-01,1.0,0.568635,4.557349,0.9806504,0.3004047,2024-07-17 13:15:36,20240717,4,738.0 -google-symptoms,s03_raw_search,day,state,2020-02-14,2024-05-01,51.0,0.258,6.32,0.953399,0.3397813,2024-07-17 13:15:36,20240717,4,738.0 -google-symptoms,s03_smoothed_search,day,county,2020-02-20,2024-05-01,1556.0,0.0,5.3408571,0.7453625,0.3538509,2024-07-17 13:15:31,20240717,3,732.0 -google-symptoms,s03_smoothed_search,day,hhs,2020-02-20,2024-05-01,10.0,0.4821263,3.9093147,0.9618966,0.3105097,2024-07-17 13:15:33,20240717,4,732.0 -google-symptoms,s03_smoothed_search,day,hrr,2020-02-20,2024-05-01,306.0,0.0,4.9255751,0.7505019,0.3456565,2024-07-17 13:15:34,20240717,4,732.0 -google-symptoms,s03_smoothed_search,day,msa,2020-02-20,2024-05-01,384.0,0.0,4.7907217,0.7964956,0.3230314,2024-07-17 13:15:35,20240717,4,732.0 -google-symptoms,s03_smoothed_search,day,nation,2020-02-20,2024-05-01,1.0,0.6007511,3.6128182,0.9807975,0.2906154,2024-07-17 13:15:36,20240717,4,732.0 -google-symptoms,s03_smoothed_search,day,state,2020-02-20,2024-05-01,51.0,0.2945714,4.5048571,0.953463,0.3267243,2024-07-17 13:15:36,20240717,4,732.0 -google-symptoms,s04_raw_search,day,county,2020-02-14,2024-05-01,1031.0,0.0525,3.93,0.4827724,0.2070064,2024-07-17 13:15:31,20240717,4,738.0 -google-symptoms,s04_raw_search,day,hhs,2020-02-14,2024-05-01,10.0,0.2403526,1.7477591,0.6571675,0.17183,2024-07-17 13:15:33,20240717,4,738.0 -google-symptoms,s04_raw_search,day,hrr,2020-02-14,2024-05-01,305.0,6.5e-05,3.8307638,0.4429192,0.2129804,2024-07-17 13:15:34,20240717,4,738.0 -google-symptoms,s04_raw_search,day,msa,2020-02-14,2024-05-01,383.0,0.0289013,3.8388485,0.491735,0.2000115,2024-07-17 13:15:35,20240717,4,738.0 -google-symptoms,s04_raw_search,day,nation,2020-02-14,2024-05-01,1.0,0.3475773,1.6138886,0.6691913,0.1556553,2024-07-17 13:15:36,20240717,4,738.0 -google-symptoms,s04_raw_search,day,state,2020-02-14,2024-05-01,51.0,0.09875,1.98125,0.6652702,0.190865,2024-07-17 13:15:36,20240717,4,738.0 -google-symptoms,s04_smoothed_search,day,county,2020-02-20,2024-05-01,1031.0,0.0,1.9792857,0.4275826,0.2233178,2024-07-17 13:15:32,20240717,4,732.0 -google-symptoms,s04_smoothed_search,day,hhs,2020-02-20,2024-05-01,10.0,0.302677,1.633269,0.657328,0.1624917,2024-07-17 13:15:33,20240717,4,732.0 -google-symptoms,s04_smoothed_search,day,hrr,2020-02-20,2024-05-01,305.0,0.0,1.9341105,0.4332943,0.2118484,2024-07-17 13:15:34,20240717,4,732.0 -google-symptoms,s04_smoothed_search,day,msa,2020-02-20,2024-05-01,383.0,0.0,1.9757143,0.4760023,0.1972503,2024-07-17 13:15:36,20240717,4,732.0 -google-symptoms,s04_smoothed_search,day,nation,2020-02-20,2024-05-01,1.0,0.4146152,1.5291331,0.669355,0.1457618,2024-07-17 13:15:36,20240717,4,732.0 -google-symptoms,s04_smoothed_search,day,state,2020-02-20,2024-05-01,51.0,0.2210714,1.8407143,0.6654414,0.1792661,2024-07-17 13:15:36,20240717,4,732.0 -google-symptoms,s05_raw_search,day,county,2020-02-14,2024-05-01,114.0,0.0066667,3.32,0.1073134,0.0870051,2024-07-17 13:15:32,20240717,4,738.0 -google-symptoms,s05_raw_search,day,hhs,2020-02-14,2024-05-01,10.0,0.0043757,1.429934,0.1045632,0.0712873,2024-07-17 13:15:33,20240717,4,738.0 -google-symptoms,s05_raw_search,day,hrr,2020-02-14,2024-05-01,118.0,3e-07,2.5509742,0.064284,0.0702217,2024-07-17 13:15:34,20240717,4,738.0 -google-symptoms,s05_raw_search,day,msa,2020-02-14,2024-05-01,65.0,0.0017701,1.653679,0.0801509,0.0668067,2024-07-17 13:15:36,20240717,4,738.0 -google-symptoms,s05_raw_search,day,nation,2020-02-14,2024-05-01,1.0,0.0197424,0.6667448,0.1108536,0.064888,2024-07-17 13:15:36,20240717,4,738.0 -google-symptoms,s05_raw_search,day,state,2020-02-14,2024-05-01,45.0,0.01,1.8233333,0.1201437,0.0799874,2024-07-17 13:15:36,20240717,4,738.0 -google-symptoms,s05_smoothed_search,day,county,2020-02-20,2024-05-01,114.0,0.0,2.0214286,0.0923442,0.0829948,2024-07-17 13:15:32,20240717,3,732.0 -google-symptoms,s05_smoothed_search,day,hhs,2020-02-20,2024-05-01,10.0,0.0,1.0099765,0.1044928,0.0690878,2024-07-17 13:15:33,20240717,4,732.0 -google-symptoms,s05_smoothed_search,day,hrr,2020-02-20,2024-05-01,118.0,0.0,1.9636653,0.0583359,0.0665195,2024-07-17 13:15:34,20240717,4,732.0 -google-symptoms,s05_smoothed_search,day,msa,2020-02-20,2024-05-01,65.0,0.0,1.2305151,0.0703972,0.0640411,2024-07-17 13:15:36,20240717,4,732.0 -google-symptoms,s05_smoothed_search,day,nation,2020-02-20,2024-05-01,1.0,0.0222244,0.4012052,0.1111188,0.0629392,2024-07-17 13:15:36,20240717,4,732.0 -google-symptoms,s05_smoothed_search,day,state,2020-02-20,2024-05-01,45.0,0.0,1.2985714,0.1023828,0.0811467,2024-07-17 13:15:36,20240717,3,732.0 -google-symptoms,s06_raw_search,day,county,2020-02-14,2024-05-01,869.0,0.0733333,3.8166667,0.7171405,0.2509621,2024-07-17 13:15:32,20240717,4,738.0 -google-symptoms,s06_raw_search,day,hhs,2020-02-14,2024-05-01,10.0,0.3065122,1.9331217,0.7831431,0.2417782,2024-07-17 13:15:33,20240717,4,738.0 -google-symptoms,s06_raw_search,day,hrr,2020-02-14,2024-05-01,304.0,8.36e-05,2.6907692,0.5563906,0.2612786,2024-07-17 13:15:34,20240717,4,738.0 -google-symptoms,s06_raw_search,day,msa,2020-02-14,2024-05-01,379.0,0.0698392,3.6766667,0.6513573,0.2451345,2024-07-17 13:15:36,20240717,4,738.0 -google-symptoms,s06_raw_search,day,nation,2020-02-14,2024-05-01,1.0,0.3923812,1.7562711,0.8039715,0.2280758,2024-07-17 13:15:36,20240717,4,738.0 -google-symptoms,s06_raw_search,day,state,2020-02-14,2024-05-01,51.0,0.1533333,2.2033333,0.7768827,0.2577945,2024-07-17 13:15:36,20240717,4,738.0 -google-symptoms,s06_smoothed_search,day,county,2020-02-20,2024-05-01,869.0,0.0,2.942381,0.6715739,0.2519801,2024-07-17 13:15:32,20240717,4,732.0 -google-symptoms,s06_smoothed_search,day,hhs,2020-02-20,2024-05-01,10.0,0.3288689,1.804973,0.783512,0.2387222,2024-07-17 13:15:33,20240717,4,732.0 -google-symptoms,s06_smoothed_search,day,hrr,2020-02-20,2024-05-01,304.0,0.0,2.4442007,0.5435988,0.263496,2024-07-17 13:15:34,20240717,4,732.0 -google-symptoms,s06_smoothed_search,day,msa,2020-02-20,2024-05-01,379.0,0.0,2.942381,0.6269093,0.2474402,2024-07-17 13:15:36,20240717,4,732.0 -google-symptoms,s06_smoothed_search,day,nation,2020-02-20,2024-05-01,1.0,0.4007222,1.5691818,0.8043518,0.2252896,2024-07-17 13:15:36,20240717,4,732.0 -google-symptoms,s06_smoothed_search,day,state,2020-02-20,2024-05-01,51.0,0.1852381,2.0328571,0.7772562,0.2522011,2024-07-17 13:15:36,20240717,4,732.0 -google-symptoms,scontrol_raw_search,day,county,2020-02-14,2024-05-01,1438.0,0.25,14.124,3.3171389,1.0021697,2024-07-17 13:15:32,20240717,4,738.0 -google-symptoms,scontrol_raw_search,day,hhs,2020-02-14,2024-05-01,10.0,2.097142,10.5574026,3.561163,0.4858404,2024-07-17 13:15:33,20240717,4,738.0 -google-symptoms,scontrol_raw_search,day,hrr,2020-02-14,2024-05-01,306.0,0.0535164,12.348618,3.1551263,0.8088133,2024-07-17 13:15:34,20240717,4,738.0 -google-symptoms,scontrol_raw_search,day,msa,2020-02-14,2024-05-01,384.0,0.2728576,14.124,3.529657,0.7122945,2024-07-17 13:15:36,20240717,4,738.0 -google-symptoms,scontrol_raw_search,day,nation,2020-02-14,2024-05-01,1.0,2.6600321,9.6695483,3.6656477,0.3549504,2024-07-17 13:15:36,20240717,4,738.0 -google-symptoms,scontrol_raw_search,day,state,2020-02-14,2024-05-01,51.0,1.386,12.48,3.6053961,0.5999558,2024-07-17 13:15:36,20240717,4,738.0 -google-symptoms,scontrol_smoothed_search,day,county,2020-02-20,2024-05-01,1438.0,0.0,7.4088571,3.2498719,0.9947871,2024-07-17 13:15:33,20240717,4,732.0 -google-symptoms,scontrol_smoothed_search,day,hhs,2020-02-20,2024-05-01,10.0,2.1692694,6.0588907,3.5622185,0.4422332,2024-07-17 13:15:33,20240717,4,732.0 -google-symptoms,scontrol_smoothed_search,day,hrr,2020-02-20,2024-05-01,306.0,0.0,6.844638,3.1042179,0.8640953,2024-07-17 13:15:35,20240717,4,732.0 -google-symptoms,scontrol_smoothed_search,day,msa,2020-02-20,2024-05-01,384.0,0.0,7.3748571,3.4726074,0.7844,2024-07-17 13:15:36,20240717,4,732.0 -google-symptoms,scontrol_smoothed_search,day,nation,2020-02-20,2024-05-01,1.0,2.7735218,5.4817889,3.6667235,0.2933651,2024-07-17 13:15:36,20240717,4,732.0 -google-symptoms,scontrol_smoothed_search,day,state,2020-02-20,2024-05-01,51.0,1.4714286,6.9245714,3.6065001,0.5602287,2024-07-17 13:15:37,20240717,4,732.0 -google-symptoms,sum_anosmia_ageusia_raw_search,day,county,2020-02-13,2024-05-01,109.0,0.03,9.37,0.3426697,0.2744206,2022-01-24 14:03:00,20220124,4,336.0 -google-symptoms,sum_anosmia_ageusia_raw_search,day,hhs,2020-02-14,2024-05-01,10.0,0.0173693227372303,3.968084714292517,0.3342102,0.2173844,2022-01-24 14:03:00,20220124,4,669.0 -google-symptoms,sum_anosmia_ageusia_raw_search,day,hrr,2020-02-13,2024-05-01,115.0,7.070846583878629e-07,7.166425730186382,0.2073388,0.2238387,2022-01-24 14:03:01,20220124,4,336.0 -google-symptoms,sum_anosmia_ageusia_raw_search,day,msa,2020-02-13,2024-05-01,64.0,0.0103831618662323,4.602604251458484,0.2531459,0.2000587,2022-01-24 14:03:01,20220124,4,336.0 -google-symptoms,sum_anosmia_ageusia_raw_search,day,nation,2020-02-14,2024-05-01,1.0,0.0765355929387654,1.805430711780656,0.3564321,0.1798115,2022-01-24 14:03:01,20220124,4,669.0 -google-symptoms,sum_anosmia_ageusia_raw_search,day,state,2020-02-13,2024-05-01,44.0,0.03,5.07,0.3827677,0.23348,2022-01-24 14:03:01,20220124,4,336.0 -google-symptoms,sum_anosmia_ageusia_smoothed_search,day,county,2020-02-20,2024-05-01,109.0,0.0499999999999999,5.484285714285714,0.3699355,0.2612152,2022-01-24 14:03:00,20220124,3,329.0 -google-symptoms,sum_anosmia_ageusia_smoothed_search,day,hhs,2020-02-20,2024-05-01,10.0,0.0423773980448919,2.7006648511779376,0.3352803,0.2044591,2022-01-24 14:03:00,20220124,4,663.0 -google-symptoms,sum_anosmia_ageusia_smoothed_search,day,hrr,2020-02-20,2024-05-01,115.0,8.107787174398055e-06,5.295854117677505,0.2186379,0.2170476,2022-01-24 14:03:01,20220124,3,329.0 -google-symptoms,sum_anosmia_ageusia_smoothed_search,day,msa,2020-02-20,2024-05-01,64.0,0.0184719697237309,3.3155482298349237,0.2682165,0.1921036,2022-01-24 14:03:01,20220124,3,329.0 -google-symptoms,sum_anosmia_ageusia_smoothed_search,day,nation,2020-02-20,2024-05-01,1.0,0.0830425325246353,1.0206403040899057,0.3571776,0.1669782,2022-01-24 14:03:01,20220124,4,663.0 -google-symptoms,sum_anosmia_ageusia_smoothed_search,day,state,2020-02-20,2024-05-01,44.0,0.0514285714285714,3.487142857142857,0.3951061,0.2187848,2022-01-24 14:03:01,20220124,3,329.0 -hhs,confirmed_admissions_covid_1d,day,hhs,2019-12-31,2024-04-26,10.0,0.0,5435.0,461.1311591,633.5614487,2024-05-04 18:12:32,20240504,3,1199.0 -hhs,confirmed_admissions_covid_1d,day,nation,2019-12-31,2024-04-26,1.0,0.0,23473.0,4540.0417986,4189.309632,2024-05-04 18:12:32,20240504,8,1199.0 -hhs,confirmed_admissions_covid_1d,day,state,2019-12-31,2024-04-26,54.0,0.0,2580.0,96.1909912,179.0364888,2024-05-04 18:12:32,20240504,2,1199.0 -hhs,confirmed_admissions_covid_1d_7dav,day,hhs,2020-01-06,2024-04-26,10.0,0.0,5048.4285714,462.7522463,629.8128073,2024-05-04 18:12:32,20240504,4,1193.0 -hhs,confirmed_admissions_covid_1d_7dav,day,nation,2020-01-06,2024-04-26,1.0,0.0,21996.7142857,4555.7389883,4155.626106,2024-05-04 18:12:32,20240504,8,1193.0 -hhs,confirmed_admissions_covid_1d_7dav,day,state,2020-01-06,2024-04-26,54.0,-2.18873,2402.8571429,96.0135017,177.278203,2024-05-04 18:12:32,20240504,2,1193.0 -hhs,confirmed_admissions_covid_1d_prop,day,hhs,2019-12-31,2024-04-26,10.0,0.0,9.2921323,1.3065361,1.3107456,2024-05-04 18:12:32,20240504,3,1199.0 -hhs,confirmed_admissions_covid_1d_prop,day,nation,2019-12-31,2024-04-26,1.0,0.0,7.0411442,1.3624152,1.2563057,2024-05-04 18:12:32,20240504,8,1199.0 -hhs,confirmed_admissions_covid_1d_prop,day,state,2019-12-31,2024-04-26,54.0,0.0,30.6201481,1.4766189,1.5482264,2024-05-04 18:12:32,20240504,2,1199.0 -hhs,confirmed_admissions_covid_1d_prop_7dav,day,hhs,2020-01-06,2024-04-26,10.0,0.0,8.4438675,1.3107632,1.2970562,2024-05-04 18:12:32,20240504,5,1193.0 -hhs,confirmed_admissions_covid_1d_prop_7dav,day,nation,2020-01-06,2024-04-26,1.0,0.0,6.598306,1.3669301,1.2463811,2024-05-04 18:12:32,20240504,8,1193.0 -hhs,confirmed_admissions_covid_1d_prop_7dav,day,state,2020-01-06,2024-04-26,54.0,-0.0587884,13.5606169,1.4799905,1.5007705,2024-05-04 18:12:32,20240504,2,1193.0 -hhs,confirmed_admissions_influenza_1d,day,hhs,2019-12-31,2024-04-26,10.0,0.0,1020.0,36.3701512,81.5215794,2024-05-04 18:12:32,20240504,2,1199.0 -hhs,confirmed_admissions_influenza_1d,day,nation,2019-12-31,2024-04-26,1.0,0.0,4139.0,358.050665,667.4539517,2024-05-04 18:12:32,20240504,8,1199.0 -hhs,confirmed_admissions_influenza_1d,day,state,2019-12-31,2024-04-26,54.0,0.0,527.0,8.079549,22.3643642,2024-05-04 18:12:32,20240504,2,1199.0 -hhs,confirmed_admissions_influenza_1d_7dav,day,hhs,2020-01-06,2024-04-26,10.0,0.0,824.4285714,36.4463386,80.8724694,2024-05-04 18:12:32,20240504,2,1193.0 -hhs,confirmed_admissions_influenza_1d_7dav,day,nation,2020-01-06,2024-04-26,1.0,0.0,3810.4285714,358.8049224,664.1485754,2024-05-04 18:12:32,20240504,8,1193.0 -hhs,confirmed_admissions_influenza_1d_7dav,day,state,2020-01-06,2024-04-26,54.0,-235.7730334,466.7142857,7.9743098,22.2495347,2024-05-04 18:12:32,20240504,2,1193.0 -hhs,confirmed_admissions_influenza_1d_prop,day,hhs,2019-12-31,2024-04-26,10.0,0.0,2.1320358,0.1081863,0.2206152,2024-05-04 18:12:32,20240504,2,1199.0 -hhs,confirmed_admissions_influenza_1d_prop,day,nation,2019-12-31,2024-04-26,1.0,0.0,1.2415667,0.1074078,0.2002126,2024-05-04 18:12:32,20240504,8,1199.0 -hhs,confirmed_admissions_influenza_1d_prop,day,state,2019-12-31,2024-04-26,54.0,0.0,3.4666547,0.1327134,0.2825847,2024-05-04 18:12:32,20240504,2,1199.0 -hhs,confirmed_admissions_influenza_1d_prop_7dav,day,hhs,2020-01-06,2024-04-26,10.0,0.0,1.887586,0.1084012,0.2181674,2024-05-04 18:12:32,20240504,2,1193.0 -hhs,confirmed_admissions_influenza_1d_prop_7dav,day,nation,2020-01-06,2024-04-26,1.0,0.0,1.1430059,0.1076326,0.1992218,2024-05-04 18:12:32,20240504,8,1193.0 -hhs,confirmed_admissions_influenza_1d_prop_7dav,day,state,2020-01-06,2024-04-26,54.0,-7.5128606,3.1329084,0.1299443,0.289478,2024-05-04 18:12:32,20240504,2,1193.0 -hhs,sum_confirmed_suspected_admissions_covid_1d,day,hhs,2019-12-31,2024-04-26,10.0,0.0,6806.0,839.2928728,929.1560226,2024-05-04 18:12:32,20240504,4,1199.0 -hhs,sum_confirmed_suspected_admissions_covid_1d,day,nation,2019-12-31,2024-04-26,1.0,0.0,30339.0,8263.2216593,6137.0740488,2024-05-04 18:12:32,20240504,8,1199.0 -hhs,sum_confirmed_suspected_admissions_covid_1d,day,state,2019-12-31,2024-04-26,54.0,0.0,3336.0,176.9070707,270.2597076,2024-05-04 18:12:32,20240504,2,1199.0 -hhs,sum_confirmed_suspected_admissions_covid_1d_7dav,day,hhs,2020-01-06,2024-04-26,10.0,0.0,6255.1428571,842.0457741,921.1235546,2024-05-04 18:12:32,20240504,5,1193.0 -hhs,sum_confirmed_suspected_admissions_covid_1d_7dav,day,nation,2020-01-06,2024-04-26,1.0,0.0,28260.7142857,8289.8381618,6066.4615525,2024-05-04 18:12:32,20240504,8,1193.0 -hhs,sum_confirmed_suspected_admissions_covid_1d_7dav,day,state,2020-01-06,2024-04-26,54.0,-1947060.9047407,3031.2857143,-295.5559628,21361.3282651,2024-05-04 18:12:32,20240504,2,1193.0 -hhs,sum_confirmed_suspected_admissions_covid_1d_prop,day,hhs,2019-12-31,2024-04-26,10.0,0.0,11.2926069,2.4350865,1.9583555,2024-05-04 18:12:32,20240504,4,1199.0 -hhs,sum_confirmed_suspected_admissions_covid_1d_prop,day,nation,2019-12-31,2024-04-26,1.0,0.0,9.1007231,2.4797186,1.8400811,2024-05-04 18:12:32,20240504,8,1199.0 -hhs,sum_confirmed_suspected_admissions_covid_1d_prop,day,state,2019-12-31,2024-04-26,54.0,0.0,112.4449151,2.8111772,2.6390245,2024-05-04 18:12:32,20240504,2,1199.0 -hhs,sum_confirmed_suspected_admissions_covid_1d_prop_7dav,day,hhs,2020-01-06,2024-04-26,10.0,0.0,10.5333585,2.442418,1.9278248,2024-05-04 18:12:32,20240504,5,1193.0 -hhs,sum_confirmed_suspected_admissions_covid_1d_prop_7dav,day,nation,2020-01-06,2024-04-26,1.0,0.0,8.4773043,2.487346,1.8193067,2024-05-04 18:12:32,20240504,8,1193.0 -hhs,sum_confirmed_suspected_admissions_covid_1d_prop_7dav,day,state,2020-01-06,2024-04-26,54.0,-28244.5801805,51.476778,-8.4047634,422.0103505,2024-05-04 18:12:32,20240504,2,1193.0 -hospital-admissions,smoothed_adj_covid19,day,county,2020-02-01,2020-09-27,1135.0,0.046381,89.490451,4.9874457,5.9539161,2020-09-30 23:37:22,20200930,3,150.0 -hospital-admissions,smoothed_adj_covid19,day,hrr,2020-02-01,2020-09-27,292.0,0.033958,48.498128,4.7894585,5.3017575,2020-09-30 23:37:22,20200930,3,150.0 -hospital-admissions,smoothed_adj_covid19,day,msa,2020-02-01,2020-09-27,329.0,0.024278,54.758257,4.8585652,5.4583597,2020-09-30 23:37:22,20200930,3,150.0 -hospital-admissions,smoothed_adj_covid19,day,state,2020-02-01,2020-09-27,51.0,0.013853,33.703258,5.0163537,4.901157,2020-09-30 23:37:22,20200930,3,150.0 -hospital-admissions,smoothed_adj_covid19_from_claims,day,county,2020-02-01,2024-07-12,1177.0,0.039949,92.932609,3.1722823,4.694149,2024-07-17 05:25:37,20240716,3,1627.0 -hospital-admissions,smoothed_adj_covid19_from_claims,day,hhs,2020-02-01,2024-07-12,10.0,0.01194,30.98829,2.9154075,3.4358447,2024-07-17 05:25:37,20240716,4,1627.0 -hospital-admissions,smoothed_adj_covid19_from_claims,day,hrr,2020-02-01,2024-07-12,299.0,0.037466,48.579963,3.1296706,4.3537278,2024-07-17 05:25:37,20240716,4,1627.0 -hospital-admissions,smoothed_adj_covid19_from_claims,day,msa,2020-02-01,2024-07-12,359.0,0.038978,92.191139,3.1640435,4.6620124,2024-07-17 05:25:37,20240716,4,1627.0 -hospital-admissions,smoothed_adj_covid19_from_claims,day,nation,2020-02-01,2024-07-12,1.0,0.020735,13.848815,3.1675374,3.2341658,2024-07-17 05:25:37,20240716,4,1627.0 -hospital-admissions,smoothed_adj_covid19_from_claims,day,state,2020-02-01,2024-07-12,51.0,0.013436,39.025142,2.9281557,3.8463412,2024-07-17 05:25:37,20240716,4,1627.0 -hospital-admissions,smoothed_covid19,day,county,2020-02-01,2020-09-27,1135.0,0.046381,89.228289,4.9482944,5.9092093,2020-09-30 23:37:22,20200930,3,150.0 -hospital-admissions,smoothed_covid19,day,hrr,2020-02-01,2020-09-27,292.0,0.033958,47.850381,4.7536429,5.2624303,2020-09-30 23:37:22,20200930,3,150.0 -hospital-admissions,smoothed_covid19,day,msa,2020-02-01,2020-09-27,329.0,0.023832,55.304972,4.8248071,5.4208578,2020-09-30 23:37:22,20200930,3,150.0 -hospital-admissions,smoothed_covid19,day,state,2020-02-01,2020-09-27,51.0,0.013815,33.471472,4.9818181,4.8663739,2020-09-30 23:37:22,20200930,3,150.0 -hospital-admissions,smoothed_covid19_from_claims,day,county,2020-02-01,2024-07-12,1177.0,0.039949,90.293503,3.1460388,4.6547357,2024-07-17 05:25:37,20240716,3,1627.0 -hospital-admissions,smoothed_covid19_from_claims,day,hhs,2020-02-01,2024-07-12,10.0,0.01194,30.015204,2.8936553,3.4109434,2024-07-17 05:25:37,20240716,4,1627.0 -hospital-admissions,smoothed_covid19_from_claims,day,hrr,2020-02-01,2024-07-12,299.0,0.037466,47.175147,3.1020013,4.3148035,2024-07-17 05:25:37,20240716,4,1627.0 -hospital-admissions,smoothed_covid19_from_claims,day,msa,2020-02-01,2024-07-12,359.0,0.038978,91.481414,3.1489802,4.6386471,2024-07-17 05:25:37,20240716,4,1627.0 -hospital-admissions,smoothed_covid19_from_claims,day,nation,2020-02-01,2024-07-12,1.0,0.02086,13.621166,3.1446937,3.2121386,2024-07-17 05:25:37,20240716,4,1627.0 -hospital-admissions,smoothed_covid19_from_claims,day,state,2020-02-01,2024-07-12,51.0,0.013436,38.53863,2.9027892,3.8122003,2024-07-17 05:25:37,20240716,4,1627.0 -indicator-combination,confirmed_7dav_cumulative_num,day,county,2020-02-20,2021-07-22,3274.0,0.0,1223614.2857143,4451.6919025,22017.5320001,2021-10-29 13:56:26,20211029,1,334.0 -indicator-combination,confirmed_7dav_cumulative_num,day,hhs,2020-04-01,2021-07-22,10.0,0.0,7188417.571428901,1530969.9948894,1769830.2764193,2021-10-29 13:56:30,20211029,2,318.0 -indicator-combination,confirmed_7dav_cumulative_num,day,hrr,2020-02-20,2021-07-22,306.0,0.0,1231096.211411,47209.0843248,88790.3765754,2021-10-29 13:56:30,20211029,1,318.0 -indicator-combination,confirmed_7dav_cumulative_num,day,msa,2020-02-20,2021-07-22,392.0,0.0,2315347.8571429,32561.8929064,108591.3589872,2021-10-29 13:56:33,20211029,1,318.0 -indicator-combination,confirmed_7dav_cumulative_num,day,nation,2020-04-01,2021-07-22,1.0,74929.2857143,33650273.85714449,15309699.9488942,12745243.5040741,2021-10-29 13:56:30,20211029,2,318.0 -indicator-combination,confirmed_7dav_cumulative_num,day,state,2020-02-20,2021-07-22,52.0,0.0,3760285.8571429,280274.0995621,497641.7493034,2021-10-29 13:56:27,20211029,1,318.0 -indicator-combination,confirmed_7dav_cumulative_prop,day,county,2020-02-20,2021-07-22,3221.0,0.0,82672.5905673,4345.8768113,4592.1599417,2021-10-29 13:56:30,20211029,1,334.0 -indicator-combination,confirmed_7dav_cumulative_prop,day,hhs,2020-04-01,2021-07-22,10.0,0.0,11461.734832056603,4479.4226489,3868.3229199,2021-10-29 13:56:27,20211029,2,330.0 -indicator-combination,confirmed_7dav_cumulative_prop,day,hrr,2020-02-20,2021-07-22,306.0,0.0,17582.261312,4376.9970734,4207.6585217,2021-10-29 13:56:27,20211029,1,318.0 -indicator-combination,confirmed_7dav_cumulative_prop,day,msa,2020-02-20,2021-07-22,392.0,0.0,17506.9444955,4360.8940153,4233.6192614,2021-10-29 13:56:33,20211029,1,318.0 -indicator-combination,confirmed_7dav_cumulative_prop,day,nation,2020-04-01,2021-07-22,1.0,22.5716054,10136.766904521428,4611.8750896,3839.3613999,2021-10-29 13:56:27,20211029,2,330.0 -indicator-combination,confirmed_7dav_cumulative_prop,day,state,2020-02-20,2021-07-22,52.0,0.0,14571.1616265,4331.0505605,4228.9766786,2021-10-29 13:56:27,20211029,1,318.0 -indicator-combination,confirmed_7dav_incidence_num,day,county,2020-02-20,2021-11-12,3274.0,-6957.4285714,16237.4285714,22.1088929,115.4651391,2021-11-15 14:52:22,20211115,1,334.0 -indicator-combination,confirmed_7dav_incidence_num,day,hhs,2020-04-01,2021-11-12,10.0,-2385.7142882,60077.8571421,7701.7995164,9366.1461658,2021-11-15 14:52:33,20211115,2,317.0 -indicator-combination,confirmed_7dav_incidence_num,day,hrr,2020-02-20,2021-11-12,306.0,-878.66625472635,16309.6157378,234.124931,468.0589424,2021-11-15 14:52:33,20211115,1,317.0 -indicator-combination,confirmed_7dav_incidence_num,day,msa,2020-02-20,2021-11-12,392.0,-1301.0,19537.4285714,156.9855208,532.5178698,2021-11-15 14:52:35,20211115,1,317.0 -indicator-combination,confirmed_7dav_incidence_num,day,nation,2020-04-01,2021-11-12,1.0,6685.2857072,251196.4285711,77017.9951639,57826.4552552,2021-11-15 14:52:36,20211115,3,317.0 -indicator-combination,confirmed_7dav_incidence_num,day,state,2020-02-20,2021-11-12,52.0,-3731.8571429,45072.7142857,1388.8207591,2634.6073505,2021-11-15 14:52:37,20211115,1,314.0 -indicator-combination,confirmed_7dav_incidence_prop,day,county,2020-02-20,2021-11-12,3221.0,-1904.1515998,14610.2795136,23.1677207,40.1453694,2021-11-15 14:52:23,20211115,1,334.0 -indicator-combination,confirmed_7dav_incidence_prop,day,hhs,2020-04-01,2021-11-12,10.0,-3.565656322020853,113.5732954,22.5814568,20.0656748,2021-11-15 14:52:33,20211115,2,330.0 -indicator-combination,confirmed_7dav_incidence_prop,day,hrr,2020-02-20,2021-11-12,306.0,-132.5722959,683.6028314,22.5266058,25.799739,2021-11-15 14:52:33,20211115,1,317.0 -indicator-combination,confirmed_7dav_incidence_prop,day,msa,2020-02-20,2021-11-12,392.0,-793.0152259,1416.7418761,22.5201767,27.8145349,2021-11-15 14:52:35,20211115,1,317.0 -indicator-combination,confirmed_7dav_incidence_prop,day,nation,2020-04-01,2021-11-12,1.0,2.0138672,75.6701017,23.2008057,17.4195699,2021-11-15 14:52:36,20211115,3,330.0 -indicator-combination,confirmed_7dav_incidence_prop,day,state,2020-02-20,2021-11-12,52.0,-71.7332496,243.0667775,22.1858507,24.1984599,2021-11-15 14:52:37,20211115,1,314.0 -indicator-combination,confirmed_cumulative_num,day,county,2020-02-20,2021-11-12,3274.0,-1.0,1440262.0,5984.3194498,27226.9606968,2021-11-15 14:52:24,20211115,1,334.0 -indicator-combination,confirmed_cumulative_num,day,hhs,2020-04-01,2021-11-12,10.0,2834.0,10754684.0,2090196.4639594,2189823.6843901,2021-11-15 14:52:33,20211115,2,318.0 -indicator-combination,confirmed_cumulative_num,day,hrr,2020-02-20,2021-11-12,306.0,0.0,1449997.4965287,63347.0964754,109740.8308671,2021-11-15 14:52:33,20211115,1,318.0 -indicator-combination,confirmed_cumulative_num,day,msa,2020-02-20,2021-11-12,392.0,0.0,2707438.0,43084.3244209,133675.1598697,2021-11-15 14:52:35,20211115,1,318.0 -indicator-combination,confirmed_cumulative_num,day,nation,2020-04-01,2021-11-12,1.0,213422.0,46163217.0,20901964.6395939,14855182.7665433,2021-11-15 14:52:36,20211115,3,318.0 -indicator-combination,confirmed_cumulative_num,day,state,2020-02-20,2021-11-12,52.0,0.0,4719201.0,375917.7284567,620905.9963105,2021-11-15 14:52:37,20211115,1,318.0 -indicator-combination,confirmed_cumulative_prop,day,county,2020-02-20,2021-11-12,3221.0,0.0,113157.0023737,5932.7759708,5489.5382716,2021-11-15 14:52:25,20211115,1,334.0 -indicator-combination,confirmed_cumulative_prop,day,hhs,2020-04-01,2021-11-12,10.0,20.042121,16073.805310890504,6114.013827,4507.0973691,2021-11-15 14:52:33,20211115,2,330.0 -indicator-combination,confirmed_cumulative_prop,day,hrr,2020-02-20,2021-11-12,306.0,0.0,23409.3912388,5909.2742684,5007.9501693,2021-11-15 14:52:34,20211115,1,318.0 -indicator-combination,confirmed_cumulative_prop,day,msa,2020-02-20,2021-11-12,392.0,0.0,23963.098094,5838.3391798,5069.5083137,2021-11-15 14:52:35,20211115,1,318.0 -indicator-combination,confirmed_cumulative_prop,day,nation,2020-04-01,2021-11-12,1.0,64.2909795,13906.150430704109,6296.4819929,4474.9568954,2021-11-15 14:52:36,20211115,3,330.0 -indicator-combination,confirmed_cumulative_prop,day,state,2020-02-20,2021-11-12,52.0,0.0,20128.9936483,5812.9343872,5005.4235412,2021-11-15 14:52:37,20211115,1,318.0 -indicator-combination,confirmed_incidence_num,day,county,2020-02-20,2021-11-12,3274.0,-148527.0,42904.0,22.2074281,297.80297,2021-11-15 14:52:26,20211115,1,334.0 -indicator-combination,confirmed_incidence_num,day,hhs,2020-04-01,2021-11-12,10.0,-24483.0,190937.0,7725.6541455,10662.7906019,2021-11-15 14:52:33,20211115,2,312.0 -indicator-combination,confirmed_incidence_num,day,hrr,2020-02-20,2021-11-12,306.0,-17909.257254467,47945.581734851,235.1779886,639.5392126,2021-11-15 14:52:34,20211115,1,314.0 -indicator-combination,confirmed_incidence_num,day,msa,2020-02-20,2021-11-12,392.0,-18686.0,65726.0,157.6013825,663.4550004,2021-11-15 14:52:35,20211115,1,314.0 -indicator-combination,confirmed_incidence_num,day,nation,2020-04-01,2021-11-12,1.0,-13564.0,367596.0,77256.5414552,63187.0620031,2021-11-15 14:52:36,20211115,3,312.0 -indicator-combination,confirmed_incidence_num,day,state,2020-02-20,2021-11-12,52.0,-26123.0,184937.0,1395.0080331,3162.0483412,2021-11-15 14:52:37,20211115,1,312.0 -indicator-combination,confirmed_incidence_prop,day,county,2020-02-20,2021-11-12,3221.0,-101729.3997965,101792.3751393,23.3303381,134.0622205,2021-11-15 14:52:27,20211115,1,334.0 -indicator-combination,confirmed_incidence_prop,day,hhs,2020-04-01,2021-11-12,10.0,-38.6377762,446.98884,22.6624843,24.2530097,2021-11-15 14:52:33,20211115,2,330.0 -indicator-combination,confirmed_incidence_prop,day,hrr,2020-02-20,2021-11-12,306.0,-4448.496536,4522.4817459,22.6622844,44.7123514,2021-11-15 14:52:34,20211115,1,314.0 -indicator-combination,confirmed_incidence_prop,day,msa,2020-02-20,2021-11-12,392.0,-5610.2577169,9817.2538102,22.6600526,51.953771,2021-11-15 14:52:35,20211115,1,314.0 -indicator-combination,confirmed_incidence_prop,day,nation,2020-04-01,2021-11-12,1.0,-4.0860026,110.7341647,23.2726651,19.0343925,2021-11-15 14:52:36,20211115,3,330.0 -indicator-combination,confirmed_incidence_prop,day,state,2020-02-20,2021-11-12,52.0,-1064.0310198,1208.2647001,22.3484305,39.0445092,2021-11-15 14:52:37,20211115,1,312.0 -indicator-combination,deaths_7dav_cumulative_num,day,county,2020-02-20,2021-07-22,3274.0,-0.8571429,24591.7142857,89.0526477,455.8095796,2021-10-29 13:56:27,20211029,1,334.0 -indicator-combination,deaths_7dav_cumulative_num,day,hhs,2020-04-01,2021-07-22,10.0,0.0,122223.8571425,30680.4244471,30544.0285349,2021-10-29 13:56:27,20211029,2,317.0 -indicator-combination,deaths_7dav_cumulative_num,day,hrr,2020-02-20,2021-07-22,306.0,0.0,24684.7851819,944.2730089,1831.152352,2021-10-29 13:56:30,20211029,1,317.0 -indicator-combination,deaths_7dav_cumulative_num,day,msa,2020-02-20,2021-07-22,392.0,0.0,64098.5714286,645.9568113,2820.0567566,2021-10-29 13:56:33,20211029,1,318.0 -indicator-combination,deaths_7dav_cumulative_num,day,nation,2020-04-01,2021-07-22,1.0,1509.0,605490.7142845,306804.244471,203390.6676691,2021-10-29 13:56:27,20211029,2,317.0 -indicator-combination,deaths_7dav_cumulative_num,day,state,2020-02-20,2021-07-22,52.0,0.0,63489.1428571,5597.7123275,9450.7260523,2021-10-29 13:56:27,20211029,1,313.0 -indicator-combination,deaths_7dav_cumulative_prop,day,county,2020-02-20,2021-07-22,3221.0,0.0,865.8008658,86.1857417,109.1087456,2021-10-29 13:56:30,20211029,1,334.0 -indicator-combination,deaths_7dav_cumulative_prop,day,hhs,2020-04-01,2021-07-22,10.0,0.0,257.10243768508366,90.3874467,69.311358,2021-10-29 13:56:27,20211029,2,330.0 -indicator-combination,deaths_7dav_cumulative_prop,day,hrr,2020-02-20,2021-07-22,306.0,0.0,447.3055058,85.7092678,83.5464891,2021-10-29 13:56:27,20211029,1,317.0 -indicator-combination,deaths_7dav_cumulative_prop,day,msa,2020-02-20,2021-07-22,392.0,0.0,409.4583782,77.2413093,79.5813029,2021-10-29 13:56:33,20211029,1,318.0 -indicator-combination,deaths_7dav_cumulative_prop,day,nation,2020-04-01,2021-07-22,1.0,0.4545693,182.39727437614965,92.4213314,61.2691533,2021-10-29 13:56:27,20211029,2,330.0 -indicator-combination,deaths_7dav_cumulative_prop,day,state,2020-02-20,2021-07-22,52.0,0.0,298.2372591,79.2846492,74.5228878,2021-10-29 13:56:27,20211029,1,313.0 -indicator-combination,deaths_7dav_incidence_num,day,county,2020-02-20,2021-11-12,3274.0,-254.2857143,686.8571429,0.3590364,2.8958922,2021-11-15 14:52:28,20211115,1,334.0 -indicator-combination,deaths_7dav_incidence_num,day,hhs,2020-04-01,2021-11-12,10.0,-3.1428575,1210.9999961999995,124.9525734,154.3357872,2021-11-15 14:52:33,20211115,2,317.0 -indicator-combination,deaths_7dav_incidence_num,day,hrr,2020-02-20,2021-11-12,306.0,-25.2855085,430.8454645,3.6795073,9.3771559,2021-11-15 14:52:34,20211115,1,317.0 -indicator-combination,deaths_7dav_incidence_num,day,msa,2020-02-20,2021-11-12,392.0,-153.7142857,1185.0,2.3953846,13.3030792,2021-11-15 14:52:35,20211115,1,318.0 -indicator-combination,deaths_7dav_incidence_num,day,nation,2020-04-01,2021-11-12,1.0,196.142843,3511.571428,1249.5257335,783.8521562,2021-11-15 14:52:36,20211115,3,317.0 -indicator-combination,deaths_7dav_incidence_num,day,state,2020-02-20,2021-11-12,52.0,-53.0,955.85714285714,22.544682,48.2912951,2021-11-15 14:52:37,20211115,1,313.0 -indicator-combination,deaths_7dav_incidence_prop,day,county,2020-02-20,2021-11-12,3221.0,-1345.5069678,1345.5069678,0.4115553,1.8048072,2021-11-15 14:52:28,20211115,1,334.0 -indicator-combination,deaths_7dav_incidence_prop,day,hhs,2020-04-01,2021-11-12,10.0,-0.0218996,3.6923205,0.3554414,0.3633378,2021-11-15 14:52:33,20211115,2,330.0 -indicator-combination,deaths_7dav_incidence_prop,day,hrr,2020-02-20,2021-11-12,306.0,-10.403212,12.6861376,0.360123,0.5118885,2021-11-15 14:52:34,20211115,1,317.0 -indicator-combination,deaths_7dav_incidence_prop,day,msa,2020-02-20,2021-11-12,392.0,-30.2564418,30.2564418,0.3425532,0.5820389,2021-11-15 14:52:36,20211115,1,318.0 -indicator-combination,deaths_7dav_incidence_prop,day,nation,2020-04-01,2021-11-12,1.0,0.0590858,1.0578214,0.3764056,0.2361267,2021-11-15 14:52:36,20211115,3,330.0 -indicator-combination,deaths_7dav_incidence_prop,day,state,2020-02-20,2021-11-12,52.0,-1.1045736,6.5277897,0.3342936,0.4295404,2021-11-15 14:52:37,20211115,1,313.0 -indicator-combination,deaths_cumulative_num,day,county,2020-02-20,2021-11-12,3274.0,-6.0,26620.0,112.3033097,545.2133812,2021-11-15 14:52:29,20211115,1,334.0 -indicator-combination,deaths_cumulative_num,day,hhs,2020-04-01,2021-11-12,10.0,42.0,175955.0,39221.4698816,36253.7431315,2021-11-15 14:52:33,20211115,2,317.0 -indicator-combination,deaths_cumulative_num,day,hrr,2020-02-20,2021-11-12,306.0,0.0,26734.5151766,1182.3602567,2115.7369269,2021-11-15 14:52:34,20211115,1,317.0 -indicator-combination,deaths_cumulative_num,day,msa,2020-02-20,2021-11-12,392.0,0.0,65872.0,796.0354813,3147.3979619,2021-11-15 14:52:36,20211115,1,318.0 -indicator-combination,deaths_cumulative_num,day,nation,2020-04-01,2021-11-12,1.0,5395.0,757905.0,392214.6988156,226518.2828577,2021-11-15 14:52:36,20211115,3,316.0 -indicator-combination,deaths_cumulative_num,day,state,2020-02-20,2021-11-12,52.0,0.0,72025.0,7053.902842,11290.4859944,2021-11-15 14:52:37,20211115,1,313.0 -indicator-combination,deaths_cumulative_prop,day,county,2020-02-20,2021-11-12,3221.0,-2.1855057,9418.5487746,114.3161118,127.0910736,2021-11-15 14:52:30,20211115,1,334.0 -indicator-combination,deaths_cumulative_prop,day,hhs,2020-04-01,2021-11-12,10.0,0.2970251,270.0505137167101,114.0193479,75.0077572,2021-11-15 14:52:33,20211115,2,330.0 -indicator-combination,deaths_cumulative_prop,day,hrr,2020-02-20,2021-11-12,306.0,0.0,468.3035098,109.2108647,94.016468,2021-11-15 14:52:34,20211115,1,317.0 -indicator-combination,deaths_cumulative_prop,day,msa,2020-02-20,2021-11-12,392.0,0.0,502.09532,99.4237986,91.8949409,2021-11-15 14:52:36,20211115,1,318.0 -indicator-combination,deaths_cumulative_prop,day,nation,2020-04-01,2021-11-12,1.0,1.6251831,228.3103654189177,118.1502711,68.2360875,2021-11-15 14:52:36,20211115,3,330.0 -indicator-combination,deaths_cumulative_prop,day,state,2020-02-20,2021-11-12,52.0,0.0,343.3682106,100.0364694,83.6742364,2021-11-15 14:52:37,20211115,1,313.0 -indicator-combination,deaths_incidence_num,day,county,2020-02-20,2021-11-12,3274.0,-2039.0,3112.0,0.3603695,5.4952678,2021-11-15 14:52:31,20211115,1,334.0 -indicator-combination,deaths_incidence_num,day,hhs,2020-04-01,2021-11-12,10.0,-1407.0,3112.0,125.0966159,192.0161107,2021-11-15 14:52:33,20211115,2,316.0 -indicator-combination,deaths_incidence_num,day,hrr,2020-02-20,2021-11-12,306.0,-243.0117977,1233.7505426,3.6924741,12.5288124,2021-11-15 14:52:34,20211115,1,318.0 -indicator-combination,deaths_incidence_num,day,msa,2020-02-20,2021-11-12,392.0,-1076.0,2795.0,2.4017705,15.9164269,2021-11-15 14:52:36,20211115,1,318.0 -indicator-combination,deaths_incidence_num,day,nation,2020-04-01,2021-11-12,1.0,60.0,5073.0,1250.9661591,938.9711774,2021-11-15 14:52:37,20211115,3,317.0 -indicator-combination,deaths_incidence_num,day,state,2020-02-20,2021-11-12,52.0,-2039.0,3112.0,22.6283167,66.4805602,2021-11-15 14:52:37,20211115,1,313.0 -indicator-combination,deaths_incidence_prop,day,county,2020-02-20,2021-11-12,3221.0,-9418.5487746,9418.5487746,0.4144913,9.8963304,2021-11-15 14:52:32,20211115,1,334.0 -indicator-combination,deaths_incidence_prop,day,hhs,2020-04-01,2021-11-12,10.0,-2.1028831783828275,5.9858728,0.355723,0.4624611,2021-11-15 14:52:33,20211115,2,330.0 -indicator-combination,deaths_incidence_prop,day,hrr,2020-02-20,2021-11-12,306.0,-77.2274987,78.6293771,0.3619639,0.8969666,2021-11-15 14:52:34,20211115,1,317.0 -indicator-combination,deaths_incidence_prop,day,msa,2020-02-20,2021-11-12,392.0,-211.7950926,211.7950926,0.3444498,1.3139372,2021-11-15 14:52:36,20211115,1,318.0 -indicator-combination,deaths_incidence_prop,day,nation,2020-04-01,2021-11-12,1.0,0.0180743,1.5281842,0.3768395,0.2828545,2021-11-15 14:52:37,20211115,3,330.0 -indicator-combination,deaths_incidence_prop,day,state,2020-02-20,2021-11-12,52.0,-9.381911,43.1070973,0.3363865,0.7775213,2021-11-15 14:52:37,20211115,1,313.0 -indicator-combination,nmf_day_doc_fbc_fbs_ght,day,county,2020-04-15,2021-03-16,2568.0,0.0772939554526739,7.249569898307247,0.8020888,0.3469438,2021-03-17 19:26:02,20210317,1,96.0 -indicator-combination,nmf_day_doc_fbc_fbs_ght,day,msa,2020-04-15,2021-03-16,385.0,0.048225644401162,11.443310258552296,0.723743,0.3998013,2021-03-17 19:26:03,20210317,1,96.0 -indicator-combination,nmf_day_doc_fbc_fbs_ght,day,state,2020-04-15,2021-03-15,52.0,0.112490007177036,5.9145150758884615,0.792171,0.3823998,2021-03-17 19:26:02,20210317,1,96.0 -indicator-combination,nmf_day_doc_fbs_ght,day,county,2020-04-06,2020-05-26,2296.0,0.0,16.246099029316,0.7203178,0.5380712,2020-05-27 05:51:41,20200527,1,51.0 -indicator-combination,nmf_day_doc_fbs_ght,day,msa,2020-04-06,2020-05-26,382.0,0.0,4.32452661550886,0.7509085,0.4499194,2020-05-27 05:51:41,20200527,1,51.0 -indicator-combination,nmf_day_doc_fbs_ght,day,state,2020-04-06,2020-05-26,52.0,0.0747817727440569,2.81993801241547,0.8575687,0.3721018,2020-05-27 05:51:41,20200527,1,51.0 -jhu-csse,confirmed_7dav_cumulative_num,day,county,2020-02-20,2021-07-24,3282.0,0.0,1273531.1428571,4582.0314916,22504.3819196,2021-07-25 14:11:01,20210725,1,428.0 -jhu-csse,confirmed_7dav_cumulative_num,day,hhs,2020-02-20,2021-07-24,10.0,0.0,7502075.1428571,1501599.8941322,1784142.1776819,2021-07-25 14:12:29,20210725,1,428.0 -jhu-csse,confirmed_7dav_cumulative_num,day,hrr,2020-02-20,2021-07-24,306.0,0.0,1281828.762904,48458.6734733,90833.944416,2021-07-25 14:12:30,20210725,1,428.0 -jhu-csse,confirmed_7dav_cumulative_num,day,msa,2020-02-20,2021-07-24,392.0,0.0,2335772.5714286,32724.7979168,110129.4225725,2021-07-25 14:12:39,20210725,1,428.0 -jhu-csse,confirmed_7dav_cumulative_num,day,nation,2020-02-20,2021-07-24,1.0,14.0,34218297.2857143,15017599.4123938,12924731.7886493,2021-07-25 14:12:50,20210725,1,428.0 -jhu-csse,confirmed_7dav_cumulative_num,day,state,2020-02-20,2021-07-24,56.0,0.0,3882270.5714286,268142.8382428,493481.2409128,2021-07-25 14:12:51,20210725,1,428.0 -jhu-csse,confirmed_7dav_cumulative_prop,day,county,2020-02-20,2021-07-24,3274.0,0.0,44068.6845931,4417.5741688,4581.8371522,2021-07-25 14:11:06,20210725,1,428.0 -jhu-csse,confirmed_7dav_cumulative_prop,day,hhs,2020-02-20,2021-07-24,10.0,0.0,11481.4709598,4390.0646849,3914.4412687,2021-07-25 14:12:29,20210725,1,428.0 -jhu-csse,confirmed_7dav_cumulative_prop,day,hrr,2020-02-20,2021-07-24,306.0,0.0,17932.6864002,4490.5310432,4208.3379905,2021-07-25 14:12:30,20210725,1,428.0 -jhu-csse,confirmed_7dav_cumulative_prop,day,msa,2020-02-20,2021-07-24,392.0,0.0,17506.9444955,4365.0146125,4268.0348645,2021-07-25 14:12:39,20210725,1,428.0 -jhu-csse,confirmed_7dav_cumulative_prop,day,nation,2020-02-20,2021-07-24,1.0,0.0042129,10296.9382077,4519.0820538,3889.2982742,2021-07-25 14:12:50,20210725,1,428.0 -jhu-csse,confirmed_7dav_cumulative_prop,day,state,2020-02-20,2021-07-24,56.0,0.0,14578.8475403,4209.7985746,4200.4128035,2021-07-25 14:12:51,20210725,1,428.0 -jhu-csse,confirmed_7dav_incidence_num,day,county,2020-02-20,2023-03-09,3284.0,-55155.8571429,55155.7142857,28.3952515,199.7991459,2023-03-10 10:58:39,20230310,1,1107.0 -jhu-csse,confirmed_7dav_incidence_num,day,hhs,2020-02-20,2023-03-09,10.0,-206.7142857,179745.8571429,9307.0435089,15214.0682299,2023-03-10 11:00:22,20230310,1,1107.0 -jhu-csse,confirmed_7dav_incidence_num,day,hrr,2020-02-20,2023-03-09,306.0,-3856.368581,41764.0236591,297.9313466,774.2768196,2023-03-10 11:00:22,20230310,1,1107.0 -jhu-csse,confirmed_7dav_incidence_num,day,msa,2020-02-20,2023-03-09,392.0,-3857.1428571,88629.4285714,202.9255727,933.9193079,2023-03-10 11:00:32,20230310,1,1107.0 -jhu-csse,confirmed_7dav_incidence_num,day,nation,2020-02-20,2023-03-09,1.0,0.2857143,806782.1428571,93043.1446525,114522.2791263,2023-03-10 11:00:43,20230310,1,1107.0 -jhu-csse,confirmed_7dav_incidence_num,day,state,2020-02-20,2023-03-09,56.0,-3588.1428571,123179.4285714,1662.2722518,4172.8495144,2023-03-10 11:00:43,20230310,1,1107.0 -jhu-csse,confirmed_7dav_incidence_prop,day,county,2020-02-20,2023-03-09,3276.0,-1686.1219196,2841.3575375,27.101371,43.7137121,2023-03-10 10:58:47,20230310,1,1107.0 -jhu-csse,confirmed_7dav_incidence_prop,day,hhs,2020-02-20,2023-03-09,10.0,-1.4591803,392.7720066,27.3187456,36.2477389,2023-03-10 11:00:22,20230310,1,1107.0 -jhu-csse,confirmed_7dav_incidence_prop,day,hrr,2020-02-20,2023-03-09,306.0,-122.4798617,690.4598967,27.5967365,38.416351,2023-03-10 11:00:23,20230310,1,1107.0 -jhu-csse,confirmed_7dav_incidence_prop,day,msa,2020-02-20,2023-03-09,392.0,-199.0058129,616.6887806,27.5891708,39.6257666,2023-03-10 11:00:32,20230310,1,1107.0 -jhu-csse,confirmed_7dav_incidence_prop,day,nation,2020-02-20,2023-03-09,1.0,8.57e-05,241.870203,27.8939792,34.3333416,2023-03-10 11:00:43,20230310,1,1107.0 -jhu-csse,confirmed_7dav_incidence_prop,day,state,2020-02-20,2023-03-09,56.0,-59.7145264,658.5922059,27.621264,40.4790137,2023-03-10 11:00:43,20230310,1,1107.0 -jhu-csse,confirmed_cumulative_num,day,county,2020-01-22,2023-03-09,3284.0,-3073.0,3710586.0,14353.1869473,63767.5389842,2023-03-10 10:58:56,20230310,1,1107.0 -jhu-csse,confirmed_cumulative_num,day,hhs,2020-02-20,2023-03-09,10.0,0.0,22820900.0,4825882.233519,5140574.2058624,2023-03-10 11:00:22,20230310,1,1107.0 -jhu-csse,confirmed_cumulative_num,day,hrr,2020-01-22,2023-03-09,306.0,0.0,3730976.336434,150971.0242582,258092.7498978,2023-03-10 11:00:23,20230310,1,1107.0 -jhu-csse,confirmed_cumulative_num,day,msa,2020-01-22,2023-03-09,392.0,0.0,7174275.0,102240.7889401,317181.9992659,2023-03-10 11:00:33,20230310,1,1107.0 -jhu-csse,confirmed_cumulative_num,day,nation,2020-02-20,2023-03-09,1.0,16.0,103759705.0,48280583.8779174,36106734.8695721,2023-03-10 11:00:43,20230310,1,1107.0 -jhu-csse,confirmed_cumulative_num,day,state,2020-01-22,2023-03-09,56.0,0.0,12129699.0,841422.3893843,1438788.0526839,2023-03-10 11:00:43,20230310,1,1107.0 -jhu-csse,confirmed_cumulative_prop,day,county,2020-01-22,2023-03-09,3276.0,0.0,222651.9337017,13910.3505283,11790.9558726,2023-03-10 10:59:05,20230310,1,1107.0 -jhu-csse,confirmed_cumulative_prop,day,hhs,2020-02-20,2023-03-09,10.0,0.0,34229.2575611,14157.6410136,10766.8762807,2023-03-10 11:00:22,20230310,1,1107.0 -jhu-csse,confirmed_cumulative_prop,day,hrr,2020-01-22,2023-03-09,306.0,0.0,53215.8354471,14039.5268056,11201.3530986,2023-03-10 11:00:24,20230310,1,1107.0 -jhu-csse,confirmed_cumulative_prop,day,msa,2020-01-22,2023-03-09,392.0,0.0,49355.6779666,13931.4030991,11380.4602644,2023-03-10 11:00:34,20230310,1,1107.0 -jhu-csse,confirmed_cumulative_prop,day,nation,2020-02-20,2023-03-09,1.0,0.0047967,31106.7630072,14474.3345265,10824.6611202,2023-03-10 11:00:43,20230310,1,1107.0 -jhu-csse,confirmed_cumulative_prop,day,state,2020-01-22,2023-03-09,56.0,0.0,43580.1820977,13802.5773159,11492.6760266,2023-03-10 11:00:43,20230310,1,1107.0 -jhu-csse,confirmed_incidence_num,day,county,2020-01-22,2023-03-09,3284.0,-379973.0,150251.0,27.7235964,470.1277512,2023-03-10 10:59:15,20230310,1,1107.0 -jhu-csse,confirmed_incidence_num,day,hhs,2020-02-20,2023-03-09,10.0,-7449.0,399993.0,9315.8598886,18034.5429404,2023-03-10 11:00:22,20230310,1,1107.0 -jhu-csse,confirmed_incidence_num,day,hrr,2020-01-22,2023-03-09,306.0,-26994.5800669,130067.1647396,290.628315,1123.0934006,2023-03-10 11:00:25,20230310,1,1107.0 -jhu-csse,confirmed_incidence_num,day,msa,2020-01-22,2023-03-09,392.0,-27000.0,189842.0,198.0688441,1227.1508316,2023-03-10 11:00:35,20230310,1,1107.0 -jhu-csse,confirmed_incidence_num,day,nation,2020-02-20,2023-03-09,1.0,-3862.0,1354180.0,93141.5529623,127207.5285887,2023-03-10 11:00:43,20230310,1,1107.0 -jhu-csse,confirmed_incidence_num,day,state,2020-01-22,2023-03-09,56.0,-27000.0,207110.0,1625.2383288,5188.8291669,2023-03-10 11:00:44,20230310,1,1107.0 -jhu-csse,confirmed_incidence_prop,day,county,2020-01-22,2023-03-09,3276.0,-11802.8534371,11123.5744999,26.4636876,78.2824164,2023-03-10 10:59:25,20230310,1,1107.0 -jhu-csse,confirmed_incidence_prop,day,hhs,2020-02-20,2023-03-09,10.0,-52.5819213,800.8907647,27.3441848,44.3496797,2023-03-10 11:00:22,20230310,1,1107.0 -jhu-csse,confirmed_incidence_prop,day,hrr,2020-01-22,2023-03-09,306.0,-1181.5455977,3739.329053,26.9242122,63.6451361,2023-03-10 11:00:26,20230310,1,1107.0 -jhu-csse,confirmed_incidence_prop,day,msa,2020-01-22,2023-03-09,392.0,-1758.6873497,4131.1710137,26.9369303,65.8709355,2023-03-10 11:00:36,20230310,1,1107.0 -jhu-csse,confirmed_incidence_prop,day,nation,2020-02-20,2023-03-09,1.0,-1.1578128,405.9779886,27.9234816,38.1363309,2023-03-10 11:00:43,20230310,1,1107.0 -jhu-csse,confirmed_incidence_prop,day,state,2020-01-22,2023-03-09,56.0,-418.0016846,1830.0041427,27.0079029,59.5064043,2023-03-10 11:00:44,20230310,1,1107.0 -jhu-csse,deaths_7dav_cumulative_num,day,county,2020-02-20,2021-07-24,3282.0,0.0,24605.7142857,91.0756647,457.7033909,2021-07-25 14:11:47,20210725,1,486.0 -jhu-csse,deaths_7dav_cumulative_num,day,hhs,2020-02-20,2021-07-24,10.0,0.0,122371.7142857,29844.3231149,30809.2957863,2021-07-25 14:12:29,20210725,1,486.0 -jhu-csse,deaths_7dav_cumulative_num,day,hrr,2020-02-20,2021-07-24,306.0,0.0,24704.173594,961.7329457,1838.2063543,2021-07-25 14:12:34,20210725,1,486.0 -jhu-csse,deaths_7dav_cumulative_num,day,msa,2020-02-20,2021-07-24,392.0,0.0,64432.8571429,647.2079421,2819.3812933,2021-07-25 14:12:44,20210725,1,486.0 -jhu-csse,deaths_7dav_cumulative_num,day,nation,2020-02-20,2021-07-24,1.0,1.0,609746.4285714,298466.2292295,208991.9277043,2021-07-25 14:12:50,20210725,1,486.0 -jhu-csse,deaths_7dav_cumulative_num,day,state,2020-02-20,2021-07-24,56.0,0.0,64175.4285714,5329.3434134,9345.5475859,2021-07-25 14:12:52,20210725,1,486.0 -jhu-csse,deaths_7dav_cumulative_prop,day,county,2020-02-20,2021-07-24,3274.0,0.0,865.8008658,86.9831932,109.2082606,2021-07-25 14:11:52,20210725,1,486.0 -jhu-csse,deaths_7dav_cumulative_prop,day,hhs,2020-02-20,2021-07-24,10.0,0.0,257.8601376,87.6666226,70.4070081,2021-07-25 14:12:29,20210725,1,486.0 -jhu-csse,deaths_7dav_cumulative_prop,day,hrr,2020-02-20,2021-07-24,306.0,0.0,448.2516859,87.5430088,83.7548751,2021-07-25 14:12:35,20210725,1,486.0 -jhu-csse,deaths_7dav_cumulative_prop,day,msa,2020-02-20,2021-07-24,392.0,0.0,411.1138703,77.5600648,80.1993607,2021-07-25 14:12:45,20210725,1,486.0 -jhu-csse,deaths_7dav_cumulative_prop,day,nation,2020-02-20,2021-07-24,1.0,0.0003009,183.4843284,89.8141802,62.8896566,2021-07-25 14:12:50,20210725,1,486.0 -jhu-csse,deaths_7dav_cumulative_prop,day,state,2020-02-20,2021-07-24,56.0,0.0,299.0060527,76.573521,74.2259352,2021-07-25 14:12:52,20210725,1,486.0 -jhu-csse,deaths_7dav_incidence_num,day,county,2020-02-20,2023-03-09,3284.0,-3607.5714286,418.1428571,0.3075687,5.7273992,2023-03-10 10:59:35,20230310,1,1107.0 -jhu-csse,deaths_7dav_incidence_num,day,hhs,2020-02-20,2023-03-09,10.0,-77.7142857,1290.0,100.7926756,133.5207972,2023-03-10 11:00:22,20230310,1,1107.0 -jhu-csse,deaths_7dav_incidence_num,day,hrr,2020-02-20,2023-03-09,306.0,-56.6686916,710.7492667,3.2353914,9.2226356,2023-03-10 11:00:27,20230310,1,1107.0 -jhu-csse,deaths_7dav_incidence_num,day,msa,2020-02-20,2023-03-09,392.0,-153.7142857,982.8571429,2.0747886,11.3428703,2023-03-10 11:00:37,20230310,1,1107.0 -jhu-csse,deaths_7dav_incidence_num,day,nation,2020-02-20,2023-03-09,1.0,0.0,3376.4285714,1007.5125673,767.0529034,2023-03-10 11:00:43,20230310,1,1107.0 -jhu-csse,deaths_7dav_incidence_num,day,state,2020-02-20,2023-03-09,56.0,-100.5714286,1013.5714286,18.0009672,38.6344064,2023-03-10 11:00:44,20230310,1,1107.0 -jhu-csse,deaths_7dav_incidence_prop,day,county,2020-02-20,2023-03-09,3276.0,-41.3288637,93.779306,0.365256,1.1151402,2023-03-10 10:59:43,20230310,1,1107.0 -jhu-csse,deaths_7dav_incidence_prop,day,hhs,2020-02-20,2023-03-09,10.0,-0.4945528,4.0251346,0.2878276,0.3181404,2023-03-10 11:00:22,20230310,1,1107.0 -jhu-csse,deaths_7dav_incidence_prop,day,hrr,2020-02-20,2023-03-09,306.0,-8.3471689,30.6551546,0.3196907,0.5725128,2023-03-10 11:00:28,20230310,1,1107.0 -jhu-csse,deaths_7dav_incidence_prop,day,msa,2020-02-20,2023-03-09,392.0,-30.2564418,35.1984464,0.3061659,0.6238996,2023-03-10 11:00:38,20230310,1,1107.0 -jhu-csse,deaths_7dav_incidence_prop,day,nation,2020-02-20,2023-03-09,1.0,0.0,1.0122404,0.3020484,0.2299595,2023-03-10 11:00:43,20230310,1,1107.0 -jhu-csse,deaths_7dav_incidence_prop,day,state,2020-02-20,2023-03-09,56.0,-2.8933225,6.1581568,0.2802725,0.3726797,2023-03-10 11:00:44,20230310,1,1107.0 -jhu-csse,deaths_cumulative_num,day,county,2020-01-22,2023-03-09,3284.0,-82.0,35545.0,190.5197878,780.0843981,2023-03-10 10:59:51,20230310,1,1107.0 -jhu-csse,deaths_cumulative_num,day,hhs,2020-02-20,2023-03-09,10.0,0.0,259166.0,64052.6121441,59661.1248867,2023-03-10 11:00:22,20230310,1,1107.0 -jhu-csse,deaths_cumulative_num,day,hrr,2020-01-22,2023-03-09,306.0,0.0,35736.6565225,1996.5240135,3094.770263,2023-03-10 11:00:28,20230310,1,1107.0 -jhu-csse,deaths_cumulative_num,day,msa,2020-01-22,2023-03-09,392.0,0.0,86123.0,1297.1952789,4213.0963038,2023-03-10 11:00:39,20230310,1,1107.0 -jhu-csse,deaths_cumulative_num,day,nation,2020-02-20,2023-03-09,1.0,1.0,1123647.0,640678.7935368,367150.4558116,2023-03-10 11:00:43,20230310,1,1107.0 -jhu-csse,deaths_cumulative_num,day,state,2020-01-22,2023-03-09,56.0,0.0,101159.0,11168.8936217,16972.8601255,2023-03-10 11:00:44,20230310,1,1107.0 -jhu-csse,deaths_cumulative_prop,day,county,2020-01-22,2023-03-09,3276.0,0.0,1386.962552,214.3349027,195.0967167,2023-03-10 10:59:59,20230310,1,1107.0 -jhu-csse,deaths_cumulative_prop,day,hhs,2020-02-20,2023-03-09,10.0,0.0,383.8666291,182.9312278,111.7193226,2023-03-10 11:00:22,20230310,1,1107.0 -jhu-csse,deaths_cumulative_prop,day,hrr,2020-01-22,2023-03-09,306.0,0.0,670.510457,193.1950839,144.654354,2023-03-10 11:00:29,20230310,1,1107.0 -jhu-csse,deaths_cumulative_prop,day,msa,2020-01-22,2023-03-09,392.0,0.0,768.3949799,181.0682597,149.2546543,2023-03-10 11:00:40,20230310,1,1107.0 -jhu-csse,deaths_cumulative_prop,day,nation,2020-02-20,2023-03-09,1.0,0.0002998,336.8650762,192.0730537,110.0703035,2023-03-10 11:00:43,20230310,1,1107.0 -jhu-csse,deaths_cumulative_prop,day,state,2020-01-22,2023-03-09,56.0,0.0,451.4689698,168.8182177,128.4863521,2023-03-10 11:00:44,20230310,1,1107.0 -jhu-csse,deaths_incidence_num,day,county,2020-01-22,2023-03-09,3284.0,-25525.0,2874.0,0.3002776,14.6826257,2023-03-10 11:00:07,20230310,1,1107.0 -jhu-csse,deaths_incidence_num,day,hhs,2020-02-20,2023-03-09,10.0,-661.0,2452.0,100.8800755,163.8194274,2023-03-10 11:00:22,20230310,1,1107.0 -jhu-csse,deaths_incidence_num,day,hrr,2020-01-22,2023-03-09,306.0,-593.9064838,4975.2448667,3.1563923,17.9064987,2023-03-10 11:00:30,20230310,1,1107.0 -jhu-csse,deaths_incidence_num,day,msa,2020-01-22,2023-03-09,392.0,-1076.0,6165.0,2.0254899,18.5879756,2023-03-10 11:00:41,20230310,1,1107.0 -jhu-csse,deaths_incidence_num,day,nation,2020-02-20,2023-03-09,1.0,-253.0,4375.0,1008.6050269,925.0308337,2023-03-10 11:00:43,20230310,1,1107.0 -jhu-csse,deaths_incidence_num,day,state,2020-01-22,2023-03-09,56.0,-704.0,2441.0,17.5963736,50.492574,2023-03-10 11:00:44,20230310,1,1107.0 -jhu-csse,deaths_incidence_prop,day,county,2020-01-22,2023-03-09,3276.0,-289.3020459,656.4551422,0.3566426,2.7174116,2023-03-10 11:00:15,20230310,1,1107.0 -jhu-csse,deaths_incidence_prop,day,hhs,2020-02-20,2023-03-09,10.0,-3.7986275,17.3084805,0.2880929,0.4283799,2023-03-10 11:00:22,20230310,1,1107.0 -jhu-csse,deaths_incidence_prop,day,hrr,2020-01-22,2023-03-09,306.0,-58.4301826,214.5860825,0.3119563,1.2531446,2023-03-10 11:00:31,20230310,1,1107.0 -jhu-csse,deaths_incidence_prop,day,msa,2020-01-22,2023-03-09,392.0,-211.7950926,246.3891249,0.298964,1.4898235,2023-03-10 11:00:42,20230310,1,1107.0 -jhu-csse,deaths_incidence_prop,day,nation,2020-02-20,2023-03-09,1.0,-0.0758484,1.3116083,0.3023759,0.2773207,2023-03-10 11:00:43,20230310,1,1107.0 -jhu-csse,deaths_incidence_prop,day,state,2020-01-22,2023-03-09,56.0,-20.2532572,43.1070973,0.2740545,0.666353,2023-03-10 11:00:44,20230310,1,1107.0 -nchs-mortality,deaths_allcause_incidence_num,week,nation,2020-02-02,2024-06-30,1.0,18367.0,87415.0,62753.1212121,8137.3670414,2024-07-11 20:02:31,202428,1,206.0 -nchs-mortality,deaths_allcause_incidence_num,week,state,2020-01-26,2024-06-30,52.0,0.0,12529.0,1219.2535655,1270.4477288,2024-07-11 20:02:31,202428,1,151.0 -nchs-mortality,deaths_allcause_incidence_prop,week,nation,2020-02-02,2024-06-30,1.0,5.4974047,26.1640786,18.7825613,2.4355855,2024-07-11 20:02:31,202428,1,208.0 -nchs-mortality,deaths_allcause_incidence_prop,week,state,2020-01-26,2024-06-30,52.0,0.0,64.7936347,19.7829043,4.1936175,2024-07-11 20:02:31,202428,1,151.0 -nchs-mortality,deaths_covid_and_pneumonia_notflu_incidence_num,week,nation,2020-02-02,2024-06-30,1.0,1.0,13560.0,2546.4891775,3102.444584,2024-07-11 20:02:31,202428,1,206.0 -nchs-mortality,deaths_covid_and_pneumonia_notflu_incidence_num,week,state,2020-01-26,2024-06-30,52.0,0.0,3120.0,74.7734843,166.3656996,2024-07-11 20:02:31,202428,1,151.0 -nchs-mortality,deaths_covid_and_pneumonia_notflu_incidence_prop,week,nation,2020-02-02,2024-06-30,1.0,0.0002993,4.0586273,0.7621866,0.928589,2024-07-11 20:02:31,202428,1,208.0 -nchs-mortality,deaths_covid_and_pneumonia_notflu_incidence_prop,week,state,2020-01-26,2024-06-30,52.0,0.0,15.0593874,1.0323062,1.3851003,2024-07-11 20:02:31,202428,1,151.0 -nchs-mortality,deaths_covid_incidence_num,week,nation,2020-02-02,2024-06-30,1.0,4.0,26028.0,5180.4069264,5803.1619944,2024-07-11 20:02:31,202428,1,206.0 -nchs-mortality,deaths_covid_incidence_num,week,state,2020-01-26,2024-06-30,52.0,0.0,6900.0,125.7584204,277.4175157,2024-07-11 20:02:31,202428,1,151.0 -nchs-mortality,deaths_covid_incidence_prop,week,nation,2020-02-02,2024-06-30,1.0,0.0011972,7.7904094,1.5505414,1.7369374,2024-07-11 20:02:31,202428,1,208.0 -nchs-mortality,deaths_covid_incidence_prop,week,state,2020-01-26,2024-06-30,52.0,0.0,35.6833011,1.8490244,2.4358915,2024-07-11 20:02:31,202428,1,151.0 -nchs-mortality,deaths_flu_incidence_num,week,nation,2020-02-02,2024-06-30,1.0,3.0,1053.0,130.7359307,219.5542404,2024-07-11 20:02:31,202428,1,206.0 -nchs-mortality,deaths_flu_incidence_num,week,state,2020-01-26,2024-06-30,52.0,0.0,341.0,2.5239014,9.8127152,2024-07-11 20:02:31,202428,1,151.0 -nchs-mortality,deaths_flu_incidence_prop,week,nation,2020-02-02,2024-06-30,1.0,0.0008979,0.3151722,0.0391304,0.0657145,2024-07-11 20:02:31,202428,1,208.0 -nchs-mortality,deaths_flu_incidence_prop,week,state,2020-01-26,2024-06-30,52.0,0.0,1.7634791,0.0286143,0.1006508,2024-07-11 20:02:31,202428,1,151.0 -nchs-mortality,deaths_percent_of_expected,week,nation,2020-02-02,2024-06-30,1.0,35.0,148.0,115.012987,12.6479061,2024-07-11 20:02:31,202428,1,206.0 -nchs-mortality,deaths_percent_of_expected,week,state,2020-01-26,2024-06-30,52.0,0.0,974.0,116.6793394,26.8318025,2024-07-11 20:02:31,202428,1,151.0 -nchs-mortality,deaths_pneumonia_notflu_incidence_num,week,nation,2020-02-02,2024-06-30,1.0,1033.0,16923.0,5621.978355,3210.6857077,2024-07-11 20:02:31,202428,1,206.0 -nchs-mortality,deaths_pneumonia_notflu_incidence_num,week,state,2020-01-26,2024-06-30,52.0,0.0,3516.0,119.3092671,183.7273371,2024-07-11 20:02:31,202428,1,151.0 -nchs-mortality,deaths_pneumonia_notflu_incidence_prop,week,nation,2020-02-02,2024-06-30,1.0,0.309186,5.0652028,1.6827076,0.9609865,2024-07-11 20:02:31,202428,1,208.0 -nchs-mortality,deaths_pneumonia_notflu_incidence_prop,week,state,2020-01-26,2024-06-30,52.0,0.0,18.0071383,1.7942397,1.3154329,2024-07-11 20:02:32,202428,1,151.0 -nchs-mortality,deaths_pneumonia_or_flu_or_covid_incidence_num,week,nation,2020-02-02,2024-06-30,1.0,1130.0,29426.0,8373.3246753,5879.3912842,2024-07-11 20:02:31,202428,1,206.0 -nchs-mortality,deaths_pneumonia_or_flu_or_covid_incidence_num,week,state,2020-01-26,2024-06-30,52.0,0.0,7487.0,171.2118748,295.1599189,2024-07-11 20:02:32,202428,1,151.0 -nchs-mortality,deaths_pneumonia_or_flu_or_covid_incidence_prop,week,nation,2020-02-02,2024-06-30,1.0,0.3382189,8.8074607,2.5062097,1.7597535,2024-07-11 20:02:31,202428,1,208.0 -nchs-mortality,deaths_pneumonia_or_flu_or_covid_incidence_prop,week,state,2020-01-26,2024-06-30,52.0,0.0,38.7189674,2.6426429,2.3571262,2024-07-11 20:02:32,202428,1,151.0 -nssp,pct_ed_visits_combined,week,county,2022-09-25,2024-06-30,2950.0,0.0,100.0,3.4143,3.7335714,2024-07-12 23:21:58,202428,1,93.0 -nssp,pct_ed_visits_combined,week,hrr,2022-09-25,2024-06-30,305.0,0.0,979.8262271,25.5895479,53.5643105,2024-07-12 23:22:05,202428,1,93.0 -nssp,pct_ed_visits_combined,week,msa,2022-09-25,2024-06-30,377.0,0.0,33.33,3.2973987,3.2894222,2024-07-12 23:22:06,202428,1,93.0 -nssp,pct_ed_visits_combined,week,nation,2022-09-25,2024-06-30,1.0,0.7,10.07,3.1775269,2.5247602,2024-07-12 23:22:07,202428,1,93.0 -nssp,pct_ed_visits_combined,week,state,2022-09-25,2024-06-30,48.0,0.0,18.51,3.2584789,2.9220065,2024-07-12 23:22:07,202428,1,93.0 -nssp,pct_ed_visits_covid,week,county,2022-09-25,2024-06-30,2950.0,0.0,100.0,1.5876442,1.4889733,2024-07-12 23:21:59,202428,1,93.0 -nssp,pct_ed_visits_covid,week,hrr,2022-09-25,2024-06-30,305.0,0.0,311.5972081,11.8991794,21.0702111,2024-07-12 23:22:05,202428,1,93.0 -nssp,pct_ed_visits_covid,week,msa,2022-09-25,2024-06-30,377.0,0.0,25.0,1.5687724,1.2201358,2024-07-12 23:22:06,202428,1,93.0 -nssp,pct_ed_visits_covid,week,nation,2022-09-25,2024-06-30,1.0,0.34,3.79,1.4964516,0.8244994,2024-07-12 23:22:07,202428,1,93.0 -nssp,pct_ed_visits_covid,week,state,2022-09-25,2024-06-30,48.0,0.0,6.14,1.567733,1.0344043,2024-07-12 23:22:07,202428,1,93.0 -nssp,pct_ed_visits_influenza,week,county,2022-09-25,2024-06-30,2950.0,0.0,100.0,1.5031473,2.6880486,2024-07-12 23:22:00,202428,1,93.0 -nssp,pct_ed_visits_influenza,week,hrr,2022-09-25,2024-06-30,305.0,0.0,717.7298925,11.2657727,33.1535884,2024-07-12 23:22:05,202428,1,93.0 -nssp,pct_ed_visits_influenza,week,msa,2022-09-25,2024-06-30,377.0,0.0,33.33,1.4139352,2.3319394,2024-07-12 23:22:06,202428,1,93.0 -nssp,pct_ed_visits_influenza,week,nation,2022-09-25,2024-06-30,1.0,0.15,6.69,1.4260215,1.6881173,2024-07-12 23:22:07,202428,1,93.0 -nssp,pct_ed_visits_influenza,week,state,2022-09-25,2024-06-30,48.0,0.0,14.02,1.3865659,2.0466715,2024-07-12 23:22:07,202428,1,93.0 -nssp,pct_ed_visits_rsv,week,county,2022-09-25,2024-06-30,2950.0,0.0,50.0,0.3744205,0.806547,2024-07-12 23:22:01,202428,1,93.0 -nssp,pct_ed_visits_rsv,week,hrr,2022-09-25,2024-06-30,305.0,0.0,192.012669,2.8061764,8.4453292,2024-07-12 23:22:05,202428,1,93.0 -nssp,pct_ed_visits_rsv,week,msa,2022-09-25,2024-06-30,377.0,0.0,12.5,0.3614361,0.6316735,2024-07-12 23:22:06,202428,1,93.0 -nssp,pct_ed_visits_rsv,week,nation,2022-09-25,2024-06-30,1.0,0.01,1.21,0.2988172,0.3509981,2024-07-12 23:22:07,202428,1,93.0 -nssp,pct_ed_visits_rsv,week,state,2022-09-25,2024-06-30,48.0,0.0,3.51,0.3487948,0.5227118,2024-07-12 23:22:07,202428,1,93.0 -nssp,smoothed_pct_ed_visits_combined,week,county,2022-09-25,2024-06-30,2950.0,0.0,99.22,3.5107064,3.9967925,2024-07-12 23:22:02,202428,1,93.0 -nssp,smoothed_pct_ed_visits_combined,week,hrr,2022-09-25,2024-06-30,305.0,0.0,957.3675833,26.0703963,53.4720771,2024-07-12 23:22:05,202428,1,93.0 -nssp,smoothed_pct_ed_visits_combined,week,msa,2022-09-25,2024-06-30,377.0,0.01,78.38,3.3416261,3.4476819,2024-07-12 23:22:06,202428,1,93.0 -nssp,smoothed_pct_ed_visits_combined,week,nation,2022-09-25,2024-06-30,1.0,0.71,9.39,3.1963441,2.4727695,2024-07-12 23:22:07,202428,1,93.0 -nssp,smoothed_pct_ed_visits_combined,week,state,2022-09-25,2024-06-30,48.0,0.19,16.85,3.2816667,2.8495445,2024-07-12 23:22:07,202428,1,93.0 -nssp,smoothed_pct_ed_visits_covid,week,county,2022-09-25,2024-06-30,2950.0,0.0,100.0,1.6273512,1.8472852,2024-07-12 23:22:03,202428,1,93.0 -nssp,smoothed_pct_ed_visits_covid,week,hrr,2022-09-25,2024-06-30,305.0,0.0,227.8170048,11.962018,20.3935122,2024-07-12 23:22:05,202428,1,93.0 -nssp,smoothed_pct_ed_visits_covid,week,msa,2022-09-25,2024-06-30,377.0,0.02,8.25,1.5750287,1.1493053,2024-07-12 23:22:06,202428,1,93.0 -nssp,smoothed_pct_ed_visits_covid,week,nation,2022-09-25,2024-06-30,1.0,0.34,3.46,1.5069892,0.8108455,2024-07-12 23:22:07,202428,1,93.0 -nssp,smoothed_pct_ed_visits_covid,week,state,2022-09-25,2024-06-30,48.0,0.14,5.69,1.5821774,1.013231,2024-07-12 23:22:07,202428,1,93.0 -nssp,smoothed_pct_ed_visits_influenza,week,county,2022-09-25,2024-06-30,2950.0,0.0,99.59,1.5453046,2.6834442,2024-07-12 23:22:03,202428,1,93.0 -nssp,smoothed_pct_ed_visits_influenza,week,hrr,2022-09-25,2024-06-30,305.0,0.0,598.6853832,10.9382861,31.0064407,2024-07-12 23:22:05,202428,1,93.0 -nssp,smoothed_pct_ed_visits_influenza,week,msa,2022-09-25,2024-06-30,377.0,0.0,45.7197201,1.437614,2.4061246,2024-07-12 23:22:06,202428,1,93.0 -nssp,smoothed_pct_ed_visits_influenza,week,nation,2022-09-25,2024-06-30,1.0,0.15,6.2,1.4292473,1.6461635,2024-07-12 23:22:07,202428,1,93.0 -nssp,smoothed_pct_ed_visits_influenza,week,state,2022-09-25,2024-06-30,48.0,0.01,12.2,1.3912231,1.982371,2024-07-12 23:22:07,202428,1,93.0 -nssp,smoothed_pct_ed_visits_rsv,week,county,2022-09-25,2024-06-30,2950.0,0.0,8.1,0.3803105,0.6380552,2024-07-12 23:22:04,202428,1,93.0 -nssp,smoothed_pct_ed_visits_rsv,week,hrr,2022-09-25,2024-06-30,305.0,0.0,111.4399065,2.4239867,6.6798595,2024-07-12 23:22:06,202428,1,93.0 -nssp,smoothed_pct_ed_visits_rsv,week,msa,2022-09-25,2024-06-30,377.0,0.0,5.87,0.3650536,0.5970827,2024-07-12 23:22:07,202428,1,93.0 -nssp,smoothed_pct_ed_visits_rsv,week,nation,2022-09-25,2024-06-30,1.0,0.01,1.16,0.3034409,0.3459396,2024-07-12 23:22:07,202428,1,93.0 -nssp,smoothed_pct_ed_visits_rsv,week,state,2022-09-25,2024-06-30,48.0,0.0,3.31,0.3530914,0.5120802,2024-07-12 23:22:07,202428,1,93.0 -safegraph,bars_visit_num,day,county,2019-01-01,2022-05-01,328.0,0.0,1712.0,35.4599546,65.5341225,2022-05-05 19:37:58,20220505,4,699.0 -safegraph,bars_visit_num,day,hhs,2020-11-23,2022-05-01,10.0,0.0,6967.0,831.9868726,1061.7611531,2022-05-05 19:37:59,20220505,4,56.0 -safegraph,bars_visit_num,day,hrr,2019-01-01,2022-05-01,155.0,0.0,2391.0,71.4344727,120.4955467,2022-05-05 19:37:59,20220505,4,699.0 -safegraph,bars_visit_num,day,msa,2019-01-01,2022-05-01,145.0,0.0,2281.3040791721087,74.5352422,135.6182876,2022-05-05 19:37:59,20220505,4,699.0 -safegraph,bars_visit_num,day,nation,2020-11-23,2022-05-01,1.0,1236.0,21545.0,8319.8687259,3614.1063879,2022-05-05 19:38:00,20220505,4,56.0 -safegraph,bars_visit_num,day,state,2019-01-01,2022-05-01,44.0,0.0,4222.0,237.2687517,397.9090323,2022-05-05 19:38:00,20220505,4,699.0 -safegraph,bars_visit_prop,day,county,2019-01-01,2022-05-01,328.0,0.0,13112.745098,82.3334549,208.9469853,2022-05-05 19:37:58,20220505,4,699.0 -safegraph,bars_visit_prop,day,hhs,2020-11-23,2022-05-01,10.0,0.0,270.6083716,55.4404785,31.2752896,2022-05-05 19:37:59,20220505,4,56.0 -safegraph,bars_visit_prop,day,hrr,2019-01-01,2022-05-01,155.0,0.0,13112.745098,100.5553307,270.0243869,2022-05-05 19:37:59,20220505,4,699.0 -safegraph,bars_visit_prop,day,msa,2019-01-01,2022-05-01,145.0,0.0,13112.745098,103.9871697,281.7532115,2022-05-05 19:37:59,20220505,4,699.0 -safegraph,bars_visit_prop,day,nation,2020-11-23,2022-05-01,1.0,8.575187500706795,150.8930494,59.3136132,25.6406558,2022-05-05 19:38:00,20220505,4,56.0 -safegraph,bars_visit_prop,day,state,2019-01-01,2022-05-01,44.0,0.0,3221.753721710696,89.193714,173.9372732,2022-05-05 19:38:00,20220505,4,699.0 -safegraph,completely_home_prop,day,county,2019-01-01,2021-04-16,3230.0,0.0078740157480314,0.9310344827586208,0.278665,0.0702235,2021-05-02 18:53:32,20210502,16,539.0 -safegraph,completely_home_prop,day,hhs,2020-12-01,2021-04-16,10.0,0.1797469,0.5482684,0.2909285,0.0491876,2021-05-02 18:53:53,20210502,16,61.0 -safegraph,completely_home_prop,day,hrr,2019-01-01,2021-04-16,306.0,0.0800102809419984,0.6593583,0.2930112,0.0585253,2021-05-02 18:53:53,20210502,16,735.0 -safegraph,completely_home_prop,day,msa,2019-01-01,2021-04-16,392.0,0.0396577198880759,0.7577088051783436,0.2965347,0.0598019,2021-05-02 18:53:55,20210502,16,735.0 -safegraph,completely_home_prop,day,nation,2020-12-01,2021-04-16,1.0,0.2206703,0.3855201209210644,0.2887108,0.0346086,2021-05-02 18:53:58,20210502,16,61.0 -safegraph,completely_home_prop,day,state,2019-01-01,2021-04-16,56.0,0.0575658,0.9310344827586208,0.3034599,0.0678677,2021-05-02 18:53:58,20210502,4,539.0 -safegraph,completely_home_prop_7dav,day,county,2019-01-01,2021-04-16,3230.0,0.021736285653585,0.8976667192456667,0.2795002,0.060135,2021-05-02 18:53:35,20210502,16,735.0 -safegraph,completely_home_prop_7dav,day,hhs,2020-12-01,2021-04-16,10.0,0.1994976,0.4040249,0.2932915,0.0421952,2021-05-02 18:53:53,20210502,16,61.0 -safegraph,completely_home_prop_7dav,day,hrr,2019-01-01,2021-04-16,306.0,0.0892735082523774,0.5674837168911971,0.293722,0.0513038,2021-05-02 18:53:53,20210502,16,735.0 -safegraph,completely_home_prop_7dav,day,msa,2019-01-01,2021-04-16,392.0,0.0507544139815142,0.6757879586022045,0.2972941,0.052533,2021-05-02 18:53:56,20210502,16,735.0 -safegraph,completely_home_prop_7dav,day,nation,2020-12-01,2021-04-16,1.0,0.2416674,0.3477498,0.2910837,0.0283847,2021-05-02 18:53:58,20210502,16,61.0 -safegraph,completely_home_prop_7dav,day,state,2019-01-01,2021-04-16,56.0,0.1339286,0.8322408,0.3011662,0.054508,2021-05-02 18:53:58,20210502,16,735.0 -safegraph,full_time_work_prop,day,county,2019-01-01,2021-04-16,3230.0,0.0044642857142857,0.4137931,0.0544141,0.0295373,2021-05-02 18:53:37,20210502,16,539.0 -safegraph,full_time_work_prop,day,hhs,2020-12-01,2021-04-16,10.0,0.0226403,0.1164575,0.0552768,0.0186925,2021-05-02 18:53:53,20210502,16,61.0 -safegraph,full_time_work_prop,day,hrr,2019-01-01,2021-04-16,306.0,0.0114341723386979,0.1595878125506952,0.0521926,0.0235929,2021-05-02 18:53:54,20210502,16,736.0 -safegraph,full_time_work_prop,day,msa,2019-01-01,2021-04-16,392.0,0.0078714454507789,0.2092593,0.0509874,0.0231894,2021-05-02 18:53:56,20210502,16,736.0 -safegraph,full_time_work_prop,day,nation,2020-12-01,2021-04-16,1.0,0.0278687,0.0768372,0.0547243,0.0159177,2021-05-02 18:53:58,20210502,16,61.0 -safegraph,full_time_work_prop,day,state,2019-01-01,2021-04-16,56.0,0.0133209189355373,0.28,0.055365,0.0257244,2021-05-02 18:53:58,20210502,4,539.0 -safegraph,full_time_work_prop_7dav,day,county,2019-01-01,2021-04-16,3230.0,0.0068965517241379,0.3333333333333333,0.0542633,0.0178739,2021-05-02 18:53:41,20210502,16,736.0 -safegraph,full_time_work_prop_7dav,day,hhs,2020-12-01,2021-04-16,10.0,0.0336392,0.0863855,0.0545378,0.0096541,2021-05-02 18:53:53,20210502,16,61.0 -safegraph,full_time_work_prop_7dav,day,hrr,2019-01-01,2021-04-16,306.0,0.0117488441065425,0.1154423115996558,0.0520489,0.0133283,2021-05-02 18:53:54,20210502,16,736.0 -safegraph,full_time_work_prop_7dav,day,msa,2019-01-01,2021-04-16,392.0,0.0112761318858512,0.1510516,0.0508328,0.0134542,2021-05-02 18:53:56,20210502,16,736.0 -safegraph,full_time_work_prop_7dav,day,nation,2020-12-01,2021-04-16,1.0,0.0380634517264083,0.0635446,0.0539855,0.0060352,2021-05-02 18:53:58,20210502,16,61.0 -safegraph,full_time_work_prop_7dav,day,state,2019-01-01,2021-04-16,56.0,0.0141431777108928,0.2233333,0.0533023,0.0147557,2021-05-02 18:53:58,20210502,16,736.0 -safegraph,median_home_dwell_time,day,county,2019-01-01,2021-04-16,3230.0,0.0,1439.0,624.5131019,131.4666819,2021-05-02 18:53:43,20210502,16,536.0 -safegraph,median_home_dwell_time,day,hhs,2020-12-01,2021-04-16,10.0,398.1290312,987.4156667,692.5885915,72.3209312,2021-05-02 18:53:53,20210502,16,61.0 -safegraph,median_home_dwell_time,day,hrr,2019-01-01,2021-04-16,306.0,60.61710037174721,1230.8227360308283,659.6106675,96.0502621,2021-05-02 18:53:54,20210502,16,736.0 -safegraph,median_home_dwell_time,day,msa,2019-01-01,2021-04-16,392.0,0.0,1291.027397260274,652.1446074,96.356952,2021-05-02 18:53:57,20210502,16,736.0 -safegraph,median_home_dwell_time,day,nation,2020-12-01,2021-04-16,1.0,498.1061097,955.4602784,695.6873728,59.8301174,2021-05-02 18:53:58,20210502,16,61.0 -safegraph,median_home_dwell_time,day,state,2019-01-01,2021-04-16,56.0,0.0,1439.0,638.33047,111.1091946,2021-05-02 18:53:59,20210502,4,536.0 -safegraph,median_home_dwell_time_7dav,day,county,2019-01-01,2021-04-16,3230.0,0.0,1259.8848653667594,624.4795319,114.298693,2021-05-02 18:53:46,20210502,16,736.0 -safegraph,median_home_dwell_time_7dav,day,hhs,2020-12-01,2021-04-16,10.0,556.3816959,837.4941722,692.659163,50.8156061,2021-05-02 18:53:53,20210502,16,61.0 -safegraph,median_home_dwell_time_7dav,day,hrr,2019-01-01,2021-04-16,306.0,100.59797657082002,1161.8768055167272,659.5732816,81.9092483,2021-05-02 18:53:55,20210502,16,736.0 -safegraph,median_home_dwell_time_7dav,day,msa,2019-01-01,2021-04-16,392.0,5.128585558852621,1181.1115459882585,652.2258676,81.3926929,2021-05-02 18:53:57,20210502,16,736.0 -safegraph,median_home_dwell_time_7dav,day,nation,2020-12-01,2021-04-16,1.0,610.6005169,750.6838576,695.7465289,34.26082,2021-05-02 18:53:58,20210502,16,61.0 -safegraph,median_home_dwell_time_7dav,day,state,2019-01-01,2021-04-16,56.0,0.0,1095.2676687283972,642.2644286,88.5509973,2021-05-02 18:53:59,20210502,16,736.0 -safegraph,part_time_work_prop,day,county,2019-01-01,2021-04-16,3230.0,0.0061728395061728,0.6,0.0932559,0.035791,2021-05-02 18:53:48,20210502,16,539.0 -safegraph,part_time_work_prop,day,hhs,2020-12-01,2021-04-16,10.0,0.0412934,0.1455495,0.0831563,0.0224993,2021-05-02 18:53:53,20210502,16,61.0 -safegraph,part_time_work_prop,day,hrr,2019-01-01,2021-04-16,306.0,0.0233247237310391,0.2059558393256619,0.0881441,0.0291706,2021-05-02 18:53:55,20210502,16,736.0 -safegraph,part_time_work_prop,day,msa,2019-01-01,2021-04-16,392.0,0.0172339822838094,0.2504762,0.0875711,0.0291497,2021-05-02 18:53:57,20210502,16,736.0 -safegraph,part_time_work_prop,day,nation,2020-12-01,2021-04-16,1.0,0.0507607,0.1064855,0.0830949,0.0162921,2021-05-02 18:53:58,20210502,16,61.0 -safegraph,part_time_work_prop,day,state,2019-01-01,2021-04-16,56.0,0.0217391304347826,0.3888888888888888,0.0882391,0.0289185,2021-05-02 18:53:59,20210502,4,539.0 -safegraph,part_time_work_prop_7dav,day,county,2019-01-01,2021-04-16,3230.0,0.0129870129870129,0.3333333333333333,0.093027,0.0233194,2021-05-02 18:53:51,20210502,16,736.0 -safegraph,part_time_work_prop_7dav,day,hhs,2020-12-01,2021-04-16,10.0,0.052794,0.1259997,0.0822747,0.0157529,2021-05-02 18:53:53,20210502,16,61.0 -safegraph,part_time_work_prop_7dav,day,hrr,2019-01-01,2021-04-16,306.0,0.0293453684950151,0.1669262755029665,0.0879483,0.0194639,2021-05-02 18:53:55,20210502,16,736.0 -safegraph,part_time_work_prop_7dav,day,msa,2019-01-01,2021-04-16,392.0,0.023301771007538,0.1749794863672457,0.0873612,0.0194203,2021-05-02 18:53:58,20210502,16,736.0 -safegraph,part_time_work_prop_7dav,day,nation,2020-12-01,2021-04-16,1.0,0.0646221,0.0934234,0.0822052,0.0064839,2021-05-02 18:53:58,20210502,16,61.0 -safegraph,part_time_work_prop_7dav,day,state,2019-01-01,2021-04-16,56.0,0.0299031998848585,0.2233333,0.0870579,0.0189547,2021-05-02 18:53:59,20210502,16,736.0 -safegraph,restaurants_visit_num,day,county,2019-01-01,2022-05-01,2558.0,0.0,33649.76197787811,336.9821415,1011.0176971,2022-05-05 19:37:58,20220505,4,699.0 -safegraph,restaurants_visit_num,day,hhs,2020-11-23,2022-05-01,10.0,1229.0,464246.0,85506.3042471,91044.9764197,2022-05-05 19:37:59,20220505,4,56.0 -safegraph,restaurants_visit_num,day,hrr,2019-01-01,2022-05-01,306.0,0.0,58188.0,2739.1807406,4211.6777334,2022-05-05 19:37:59,20220505,4,699.0 -safegraph,restaurants_visit_num,day,msa,2019-01-01,2022-05-01,392.0,0.0,77776.3205829467,1929.7680653,4095.6358663,2022-05-05 19:37:59,20220505,4,699.0 -safegraph,restaurants_visit_num,day,nation,2020-11-23,2022-05-01,1.0,172675.0,1398876.0,855063.042471,206610.5315481,2022-05-05 19:38:00,20220505,4,56.0 -safegraph,restaurants_visit_num,day,state,2019-01-01,2022-05-01,52.0,0.0,223549.0149444032,16132.0774158,22711.4546914,2022-05-05 19:38:00,20220505,4,699.0 -safegraph,restaurants_visit_prop,day,county,2019-01-01,2022-05-01,2558.0,0.0,66495.09824914185,356.5319925,486.8617561,2022-05-05 19:37:58,20220505,4,699.0 -safegraph,restaurants_visit_prop,day,hhs,2020-11-23,2022-05-01,10.0,16.0178065,994.7253426,309.1208048,189.5336784,2022-05-05 19:37:59,20220505,4,56.0 -safegraph,restaurants_visit_prop,day,hrr,2019-01-01,2022-05-01,306.0,0.0,3379.2991361096174,393.3603518,262.3700685,2022-05-05 19:37:59,20220505,4,699.0 -safegraph,restaurants_visit_prop,day,msa,2019-01-01,2022-05-01,392.0,0.0,3087.815754537735,433.5970141,312.9316116,2022-05-05 19:37:59,20220505,4,699.0 -safegraph,restaurants_visit_prop,day,nation,2020-11-23,2022-05-01,1.0,71.5862474,569.1083054,349.807256,83.7868593,2022-05-05 19:38:00,20220505,4,56.0 -safegraph,restaurants_visit_prop,day,state,2019-01-01,2022-05-01,52.0,0.0,1600.2592679,339.210474,214.4236077,2022-05-05 19:38:00,20220505,4,699.0 -usa-facts,confirmed_7dav_cumulative_num,day,county,2020-02-01,2021-07-22,3193.0,0.0,1223614.2857143,4336.4998223,21959.0204341,2021-10-28 17:59:22,20211028,1,376.0 -usa-facts,confirmed_7dav_cumulative_num,day,hhs,2020-02-01,2021-07-22,10.0,0.0,7188417.5714286,1417317.9361391,1736122.336279,2021-07-24 17:53:39,20210724,1,356.0 -usa-facts,confirmed_7dav_cumulative_num,day,hrr,2020-02-01,2021-07-22,306.0,0.0,1231096.211411,45125.6711433,88178.7582502,2021-10-28 17:59:23,20211028,1,342.0 -usa-facts,confirmed_7dav_cumulative_num,day,msa,2020-02-01,2021-07-22,384.0,0.0,2315347.8571429,31521.949434,107155.0212596,2021-10-28 17:59:23,20211028,1,342.0 -usa-facts,confirmed_7dav_cumulative_num,day,nation,2020-02-01,2021-07-22,1.0,6.857142857142857,33508411.7142857,14173179.3613914,12729369.5771938,2021-07-24 17:53:53,20210724,1,356.0 -usa-facts,confirmed_7dav_cumulative_num,day,state,2020-02-01,2021-07-22,51.0,0.0,3760285.8571429,272108.5873225,498689.1922484,2021-10-28 17:59:23,20211028,1,340.0 -usa-facts,confirmed_7dav_cumulative_prop,day,county,2020-02-01,2021-07-22,3142.0,0.0,82672.5905673,4201.1135246,4647.9993861,2021-10-28 17:59:23,20211028,1,334.0 -usa-facts,confirmed_7dav_cumulative_prop,day,hhs,2020-02-01,2021-07-22,10.0,0.0,11461.7348321,4201.859079,3901.7456733,2021-07-24 17:53:39,20210724,1,384.0 -usa-facts,confirmed_7dav_cumulative_prop,day,hrr,2020-02-01,2021-07-22,306.0,0.0,17582.261312,4174.058408,4258.6713526,2021-10-28 17:59:23,20211028,1,342.0 -usa-facts,confirmed_7dav_cumulative_prop,day,msa,2020-02-01,2021-07-22,384.0,0.0,17506.9444955,4219.8452245,4246.6430414,2021-10-28 17:59:23,20211028,1,342.0 -usa-facts,confirmed_7dav_cumulative_prop,day,nation,2020-02-01,2021-07-22,1.0,0.0020890667871043,10208.5243751,4317.9380813,3878.073384,2021-07-24 17:53:53,20210724,1,356.0 -usa-facts,confirmed_7dav_cumulative_prop,day,state,2020-02-01,2021-07-22,51.0,0.0,14571.1616265,4184.3877956,4294.5691621,2021-10-28 17:59:23,20211028,1,340.0 -usa-facts,confirmed_7dav_incidence_num,day,county,2020-02-01,2023-01-02,3193.0,-78001.8571429,53643.5714286,28.128576,261.9637152,2023-01-04 20:24:45,20230104,1,699.0 -usa-facts,confirmed_7dav_incidence_num,day,hhs,2020-02-01,2023-01-02,10.0,-5228.8571429,158359.1428571,8978.6355871,14923.8713348,2023-01-04 20:24:53,20230104,1,699.0 -usa-facts,confirmed_7dav_incidence_num,day,hrr,2020-02-01,2023-01-02,306.0,-38721.7635559,51800.1821995,286.9054939,834.8624087,2023-01-04 20:24:53,20230104,1,699.0 -usa-facts,confirmed_7dav_incidence_num,day,msa,2020-02-01,2023-01-02,384.0,-67833.5714286,99088.0,196.6737498,1009.1580688,2023-01-04 20:24:54,20230104,1,699.0 -usa-facts,confirmed_7dav_incidence_num,day,nation,2020-02-01,2023-01-02,1.0,-106.7142857,793051.4285714,89786.3558709,113079.8738132,2023-01-04 20:24:55,20230104,2,699.0 -usa-facts,confirmed_7dav_incidence_num,day,state,2020-02-01,2023-01-02,51.0,-6852.1428571,127472.2857143,1760.5177794,4305.5097969,2023-01-04 20:24:55,20230104,1,699.0 -usa-facts,confirmed_7dav_incidence_prop,day,county,2020-02-01,2023-01-02,3142.0,-44650.5272976,44722.5244831,26.4997697,103.2413688,2023-01-04 20:24:46,20230104,1,699.0 -usa-facts,confirmed_7dav_incidence_prop,day,hhs,2020-02-01,2023-01-02,10.0,-35.2171639,449.3509318,26.8299102,36.562245,2023-01-04 20:24:53,20230104,2,699.0 -usa-facts,confirmed_7dav_incidence_prop,day,hrr,2020-02-01,2023-01-02,306.0,-2034.5005476,1135.7596836,26.6935049,42.9954384,2023-01-04 20:24:53,20230104,1,699.0 -usa-facts,confirmed_7dav_incidence_prop,day,msa,2020-02-01,2023-01-02,384.0,-2822.6960987,1494.0649278,26.8544845,43.7354226,2023-01-04 20:24:54,20230104,1,699.0 -usa-facts,confirmed_7dav_incidence_prop,day,nation,2020-02-01,2023-01-02,1.0,-0.0323892,240.7017119,27.2513595,34.3212536,2023-01-04 20:24:55,20230104,2,699.0 -usa-facts,confirmed_7dav_incidence_prop,day,state,2020-02-01,2023-01-02,51.0,-219.9902025,529.4548894,27.6516619,39.7897067,2023-01-04 20:24:55,20230104,1,699.0 -usa-facts,confirmed_cumulative_num,day,county,2020-01-25,2023-01-02,3193.0,0.0,3420119.0,13416.5229115,58900.0500137,2023-01-04 20:24:46,20230104,1,699.0 -usa-facts,confirmed_cumulative_num,day,hhs,2020-01-25,2023-01-02,10.0,0.0,20923900.0,4254855.322905,4688048.8703272,2023-01-04 20:24:53,20230104,1,699.0 -usa-facts,confirmed_cumulative_num,day,hrr,2020-01-25,2023-01-02,306.0,0.0,3435284.8617095,138312.0941972,235778.8992406,2023-01-04 20:24:53,20230104,1,699.0 -usa-facts,confirmed_cumulative_num,day,msa,2020-01-25,2023-01-02,384.0,0.0,6776125.0,94699.4364589,292733.9037178,2023-01-04 20:24:54,20230104,1,699.0 -usa-facts,confirmed_cumulative_num,day,nation,2020-01-25,2023-01-02,1.0,32.0,95878582.0,42548553.2290503,33478213.8602107,2023-01-04 20:24:55,20230104,2,699.0 -usa-facts,confirmed_cumulative_num,day,state,2020-01-25,2023-01-02,51.0,0.0,10887571.0,839542.6606713,1355143.0742701,2023-01-04 20:24:55,20230104,1,699.0 -usa-facts,confirmed_cumulative_prop,day,county,2020-01-25,2023-01-02,3142.0,0.0,357367.8483477,12978.6757711,10949.3357589,2023-01-04 20:24:47,20230104,1,699.0 -usa-facts,confirmed_cumulative_prop,day,hhs,2020-01-25,2023-01-02,10.0,0.0,33090.0646997,12675.3273795,10149.5494649,2023-01-04 20:24:53,20230104,2,699.0 -usa-facts,confirmed_cumulative_prop,day,hrr,2020-01-25,2023-01-02,306.0,0.0,51022.08092,12921.0507086,10436.1263936,2023-01-04 20:24:53,20230104,2,699.0 -usa-facts,confirmed_cumulative_prop,day,msa,2020-01-25,2023-01-02,384.0,0.0,45312.9383475,12941.2746288,10570.6794767,2023-01-04 20:24:54,20230104,2,699.0 -usa-facts,confirmed_cumulative_prop,day,nation,2020-01-25,2023-01-02,1.0,0.0097124,29100.4315635,12914.0547924,10161.0855207,2023-01-04 20:24:55,20230104,2,699.0 -usa-facts,confirmed_cumulative_prop,day,state,2020-01-25,2023-01-02,51.0,0.0,39956.2019629,13155.6130204,10748.9246133,2023-01-04 20:24:55,20230104,2,699.0 -usa-facts,confirmed_incidence_num,day,county,2020-01-25,2023-01-02,3193.0,-546013.0,353962.0,28.1504973,743.201466,2023-01-04 20:24:48,20230104,1,699.0 -usa-facts,confirmed_incidence_num,day,hhs,2020-01-25,2023-01-02,10.0,-46738.0,363306.0,8927.1732775,18062.0651374,2023-01-04 20:24:53,20230104,1,699.0 -usa-facts,confirmed_incidence_num,day,hrr,2020-01-25,2023-01-02,306.0,-271052.3448913,185965.4417602,287.0509706,1501.1778561,2023-01-04 20:24:53,20230104,1,699.0 -usa-facts,confirmed_incidence_num,day,msa,2020-01-25,2023-01-02,384.0,-475087.0,228158.0,196.7937273,1653.8254242,2023-01-04 20:24:54,20230104,1,699.0 -usa-facts,confirmed_incidence_num,day,nation,2020-01-25,2023-01-02,1.0,-13697.0,1226142.0,89271.7327747,126470.3878782,2023-01-04 20:24:55,20230104,2,699.0 -usa-facts,confirmed_incidence_num,day,state,2020-01-25,2023-01-02,51.0,-47965.0,345159.0,1761.6856166,5777.1075014,2023-01-04 20:24:55,20230104,1,699.0 -usa-facts,confirmed_incidence_prop,day,county,2020-01-25,2023-01-02,3142.0,-312553.691083,312696.8673043,26.5650265,304.9645635,2023-01-04 20:24:48,20230104,1,699.0 -usa-facts,confirmed_incidence_prop,day,hhs,2020-01-25,2023-01-02,10.0,-314.7876796,784.7260585,26.6778423,46.770253,2023-01-04 20:24:53,20230104,1,699.0 -usa-facts,confirmed_incidence_prop,day,hrr,2020-01-25,2023-01-02,306.0,-14323.2666099,7950.3122014,26.6953788,85.6476479,2023-01-04 20:24:53,20230104,1,699.0 -usa-facts,confirmed_incidence_prop,day,msa,2020-01-25,2023-01-02,384.0,-19793.9711082,10458.4544948,26.8695905,88.3641895,2023-01-04 20:24:54,20230104,1,699.0 -usa-facts,confirmed_incidence_prop,day,nation,2020-01-25,2023-01-02,1.0,-4.1572226,372.1504909,27.0951645,38.3854537,2023-01-04 20:24:55,20230104,2,699.0 -usa-facts,confirmed_incidence_prop,day,state,2020-01-25,2023-01-02,51.0,-1638.2168618,1722.6928949,27.6722931,65.5128442,2023-01-04 20:24:55,20230104,1,699.0 -usa-facts,deaths_7dav_cumulative_num,day,county,2020-02-01,2021-07-22,3193.0,-0.8571429,24591.7142857,87.4804083,452.1448093,2021-10-28 17:59:23,20211028,1,376.0 -usa-facts,deaths_7dav_cumulative_num,day,hhs,2020-02-01,2021-07-22,10.0,0.0,122223.8571429,28144.6630112,30097.3115609,2021-07-24 17:53:40,20210724,1,356.0 -usa-facts,deaths_7dav_cumulative_num,day,hrr,2020-02-01,2021-07-22,306.0,0.0,24684.7851819,909.9843131,1806.2630771,2021-10-28 17:59:23,20211028,1,337.0 -usa-facts,deaths_7dav_cumulative_num,day,msa,2020-02-01,2021-07-22,384.0,0.0,64098.5714286,627.3933306,2781.3438476,2021-10-28 17:59:23,20211028,1,342.0 -usa-facts,deaths_7dav_cumulative_num,day,nation,2020-02-01,2021-07-22,1.0,0.0,602929.5714286,281446.6301115,209147.4997157,2021-07-24 17:53:53,20210724,1,356.0 -usa-facts,deaths_7dav_cumulative_num,day,state,2020-02-01,2021-07-22,51.0,0.0,63489.1428571,5482.0339214,9408.7635076,2021-10-28 17:59:23,20211028,1,312.0 -usa-facts,deaths_7dav_cumulative_prop,day,county,2020-02-01,2021-07-22,3142.0,0.0,865.8008658,85.0257793,108.8292357,2021-10-28 17:59:23,20211028,1,333.0 -usa-facts,deaths_7dav_cumulative_prop,day,hhs,2020-02-01,2021-07-22,10.0,0.0,281.8448579,84.9987066,73.1618796,2021-07-24 17:53:40,20210724,1,356.0 -usa-facts,deaths_7dav_cumulative_prop,day,hrr,2020-02-01,2021-07-22,306.0,0.0,447.3055058,82.5973216,83.5682306,2021-10-28 17:59:23,20211028,1,337.0 -usa-facts,deaths_7dav_cumulative_prop,day,msa,2020-02-01,2021-07-22,384.0,0.0,409.4583782,75.022065,79.4840691,2021-10-28 17:59:23,20211028,1,342.0 -usa-facts,deaths_7dav_cumulative_prop,day,nation,2020-02-01,2021-07-22,1.0,0.0,183.6858541,85.7442844,63.7179514,2021-07-24 17:53:53,20210724,1,356.0 -usa-facts,deaths_7dav_cumulative_prop,day,state,2020-02-01,2021-07-22,51.0,0.0,298.2372591,77.3747468,74.9940189,2021-10-28 17:59:23,20211028,1,312.0 -usa-facts,deaths_7dav_incidence_num,day,county,2020-02-01,2023-01-02,3193.0,-1140.0,1345.5714286,0.3135858,3.9649796,2023-01-04 20:24:49,20230104,1,628.0 -usa-facts,deaths_7dav_incidence_num,day,hhs,2020-02-01,2023-01-02,10.0,-514.1428571,1211.0,100.0959968,139.1133421,2023-01-04 20:24:53,20230104,1,617.0 -usa-facts,deaths_7dav_incidence_num,day,hrr,2020-02-01,2023-01-02,306.0,-565.9199931,430.8454645,3.0379385,9.6241823,2023-01-04 20:24:54,20230104,1,588.0 -usa-facts,deaths_7dav_incidence_num,day,msa,2020-02-01,2023-01-02,384.0,-1163.7142857,1185.0,1.9671742,12.5240928,2023-01-04 20:24:54,20230104,1,588.0 -usa-facts,deaths_7dav_incidence_num,day,nation,2020-02-01,2023-01-02,1.0,-41.2857143,3537.2857143,1000.9599679,811.1933866,2023-01-04 20:24:55,20230104,2,617.0 -usa-facts,deaths_7dav_incidence_num,day,state,2020-02-01,2023-01-02,51.0,-531.7142857,955.8571428571428,19.6267133,43.3457142,2023-01-04 20:24:55,20230104,1,617.0 -usa-facts,deaths_7dav_incidence_prop,day,county,2020-02-01,2023-01-02,3142.0,-1345.5069678,1345.5069678,0.3657449,1.8136157,2023-01-04 20:24:50,20230104,1,628.0 -usa-facts,deaths_7dav_incidence_prop,day,hhs,2020-02-01,2023-01-02,10.0,-3.4628319,4.183583,0.2882408,0.358071,2023-01-04 20:24:53,20230104,2,622.0 -usa-facts,deaths_7dav_incidence_prop,day,hrr,2020-02-01,2023-01-02,306.0,-38.6217947,14.3513787,0.3029906,0.5533538,2023-01-04 20:24:54,20230104,1,622.0 -usa-facts,deaths_7dav_incidence_prop,day,msa,2020-02-01,2023-01-02,384.0,-53.3820085,29.0639867,0.2956424,0.5762059,2023-01-04 20:24:55,20230104,1,622.0 -usa-facts,deaths_7dav_incidence_prop,day,nation,2020-02-01,2023-01-02,1.0,-0.0125308,1.0736135,0.3038047,0.246208,2023-01-04 20:24:55,20230104,2,622.0 -usa-facts,deaths_7dav_incidence_prop,day,state,2020-02-01,2023-01-02,51.0,-7.7131875,7.8089447,0.2947568,0.4184295,2023-01-04 20:24:55,20230104,1,622.0 -usa-facts,deaths_cumulative_num,day,county,2020-01-25,2023-01-02,3193.0,-6.0,46633.0,187.0525139,855.1497099,2023-01-04 20:24:50,20230104,1,635.0 -usa-facts,deaths_cumulative_num,day,hhs,2020-01-25,2023-01-02,10.0,0.0,250138.0,59318.2670391,57192.4003154,2023-01-04 20:24:53,20230104,1,617.0 -usa-facts,deaths_cumulative_num,day,hrr,2020-01-25,2023-01-02,306.0,0.0,34539.5623136,1874.025571,2942.5701208,2023-01-04 20:24:54,20230104,1,600.0 -usa-facts,deaths_cumulative_num,day,msa,2020-01-25,2023-01-02,384.0,0.0,84086.0,1239.8201199,4089.9341829,2023-01-04 20:24:55,20230104,1,600.0 -usa-facts,deaths_cumulative_num,day,nation,2020-01-25,2023-01-02,1.0,1.0,1068791.0,593182.6703911,361324.0341839,2023-01-04 20:24:55,20230104,2,617.0 -usa-facts,deaths_cumulative_num,day,state,2020-01-25,2023-01-02,51.0,0.0,97562.0,11705.6167019,16827.3441965,2023-01-04 20:24:55,20230104,1,617.0 -usa-facts,deaths_cumulative_prop,day,county,2020-01-25,2023-01-02,3142.0,0.0,9418.5487746,208.462631,186.8944545,2023-01-04 20:24:51,20230104,1,635.0 -usa-facts,deaths_cumulative_prop,day,hhs,2020-01-25,2023-01-02,10.0,0.0,390.3838766,172.7502603,112.6269236,2023-01-04 20:24:53,20230104,2,635.0 -usa-facts,deaths_cumulative_prop,day,hrr,2020-01-25,2023-01-02,306.0,0.0,599.3774413,181.0972097,136.1583754,2023-01-04 20:24:54,20230104,2,635.0 -usa-facts,deaths_cumulative_prop,day,msa,2020-01-25,2023-01-02,384.0,0.0,686.0646166,172.4510664,138.5730553,2023-01-04 20:24:55,20230104,1,635.0 -usa-facts,deaths_cumulative_prop,day,nation,2020-01-25,2023-01-02,1.0,0.0003035,324.3923586,180.0388715,109.6666754,2023-01-04 20:24:55,20230104,2,635.0 -usa-facts,deaths_cumulative_prop,day,state,2020-01-25,2023-01-02,51.0,0.0,441.4541527,171.4492517,124.1326156,2023-01-04 20:24:55,20230104,2,635.0 -usa-facts,deaths_incidence_num,day,county,2020-01-25,2023-01-02,3193.0,-7980.0,9356.0,0.3138132,9.4224201,2023-01-04 20:24:52,20230104,1,635.0 -usa-facts,deaths_incidence_num,day,hhs,2020-01-25,2023-01-02,10.0,-3719.0,3112.0,99.5148976,185.3103413,2023-01-04 20:24:53,20230104,1,617.0 -usa-facts,deaths_incidence_num,day,hrr,2020-01-25,2023-01-02,306.0,-3961.4399515,2948.8846453,3.0401694,18.3135562,2023-01-04 20:24:54,20230104,1,588.0 -usa-facts,deaths_incidence_num,day,msa,2020-01-25,2023-01-02,384.0,-8147.0,3165.0,1.9685633,21.1782972,2023-01-04 20:24:55,20230104,1,588.0 -usa-facts,deaths_incidence_num,day,nation,2020-01-25,2023-01-02,1.0,-2889.0,5057.0,995.1489758,972.6433335,2023-01-04 20:24:55,20230104,2,617.0 -usa-facts,deaths_incidence_num,day,state,2020-01-25,2023-01-02,51.0,-3722.0,3112.0,19.6401808,67.2644769,2023-01-04 20:24:55,20230104,1,617.0 -usa-facts,deaths_incidence_prop,day,county,2020-01-25,2023-01-02,3142.0,-9418.5487746,9418.5487746,0.3660363,8.2752559,2023-01-04 20:24:52,20230104,1,635.0 -usa-facts,deaths_incidence_prop,day,hhs,2020-01-25,2023-01-02,10.0,-25.0480419,20.4285247,0.286551,0.5491529,2023-01-04 20:24:53,20230104,1,622.0 -usa-facts,deaths_incidence_prop,day,hrr,2020-01-25,2023-01-02,306.0,-270.438116,100.4596506,0.3031668,1.1652841,2023-01-04 20:24:54,20230104,1,622.0 -usa-facts,deaths_incidence_prop,day,msa,2020-01-25,2023-01-02,384.0,-373.6740598,203.4479066,0.295851,1.2544093,2023-01-04 20:24:55,20230104,1,622.0 -usa-facts,deaths_incidence_prop,day,nation,2020-01-25,2023-01-02,1.0,-0.8768501,1.5348671,0.302041,0.2952103,2023-01-04 20:24:55,20230104,2,622.0 -usa-facts,deaths_incidence_prop,day,state,2020-01-25,2023-01-02,51.0,-53.9923123,54.6626129,0.2949155,0.8675433,2023-01-04 20:24:55,20230104,1,622.0 -youtube-survey,raw_cli,day,state,2020-04-21,2020-06-01,19.0,0.0,3.083081763746322,0.8598539,0.6421984,2020-06-02 11:51:34,20200603,2,11.0 -youtube-survey,raw_ili,day,state,2020-04-21,2020-06-01,19.0,0.0,3.1956943281688743,0.8591775,0.6492578,2020-06-02 11:51:34,20200603,2,11.0 -youtube-survey,smoothed_cli,day,state,2020-04-21,2020-06-22,42.0,0.0,4.5321637426900585,0.8980185,0.5737264,2020-06-24 12:51:35,20200625,2,11.0 -youtube-survey,smoothed_ili,day,state,2020-04-21,2020-06-22,42.0,0.0,4.5321637426900585,0.8926679,0.5741616,2020-06-24 12:51:35,20200625,2,11.0 diff --git a/google_symptoms/tests/test_data/covid_metadata_missing.csv b/google_symptoms/tests/test_data/covid_metadata_missing.csv deleted file mode 100644 index 46afe0f1b..000000000 --- a/google_symptoms/tests/test_data/covid_metadata_missing.csv +++ /dev/null @@ -1,2467 +0,0 @@ -data_source,signal,time_type,geo_type,min_time,max_time,num_locations,min_value,max_value,mean_value,stdev_value,last_update,max_issue,min_lag,max_lag -chng,7dav_inpatient_covid,day,state,2020-01-01,2023-08-01,58,0.0,1.0,0.0379778,0.046107,2024-04-01 09:24:40,20230801,0,1308 -chng,7dav_outpatient_covid,day,state,2019-01-01,2023-08-01,56,0.0,1.0,0.0057763,0.0102741,2024-04-01 09:24:40,20230801,0,1673 -chng,smoothed_adj_outpatient_cli,day,county,2020-02-01,2024-02-14,3119,0.0009331,99.9980495,1.9238237,3.7179059,2024-02-20 03:40:32,20240219,3,674 -chng,smoothed_adj_outpatient_cli,day,hhs,2020-02-01,2024-02-14,10,0.0061953,99.9996572,2.1786572,2.9502248,2024-02-20 03:40:36,20240219,5,674 -chng,smoothed_adj_outpatient_cli,day,hrr,2020-02-01,2024-02-14,306,0.0010292,50.815903,1.9914499,2.5739816,2024-02-20 03:40:36,20240219,5,674 -chng,smoothed_adj_outpatient_cli,day,msa,2020-02-01,2024-02-14,392,0.0007662,99.9989806,1.8325651,2.7690113,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_adj_outpatient_cli,day,nation,2020-02-01,2024-02-14,1,0.0154639,12.0869746,2.3476915,2.2792631,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_adj_outpatient_cli,day,state,2020-02-01,2024-02-14,55,0.0013343,99.9995633,1.9595093,2.8460771,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_adj_outpatient_covid,day,county,2020-02-01,2024-02-14,3118,0.0007317,99.7382199,0.7897597,1.2604588,2024-02-20 03:40:33,20240219,3,674 -chng,smoothed_adj_outpatient_covid,day,hhs,2020-02-01,2024-02-14,10,9.94e-05,47.1757678,0.758748,1.2752592,2024-02-20 03:40:36,20240219,5,674 -chng,smoothed_adj_outpatient_covid,day,hrr,2020-02-01,2024-02-14,306,0.0004377,50.3590956,0.7379263,0.9213437,2024-02-20 03:40:36,20240219,5,674 -chng,smoothed_adj_outpatient_covid,day,msa,2020-02-01,2024-02-14,392,0.0003621,84.2126626,0.7507935,1.2899205,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_adj_outpatient_covid,day,nation,2020-02-01,2024-02-14,1,0.0002647,29.0740775,0.7761674,1.1225822,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_adj_outpatient_covid,day,state,2020-02-01,2024-02-14,55,0.0001764,99.984985,0.799901,2.2962465,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_adj_outpatient_flu,day,county,2020-02-01,2024-02-14,3118,0.0007864,99.8031496,0.2200146,0.5945624,2024-02-20 03:40:33,20240219,4,674 -chng,smoothed_adj_outpatient_flu,day,hhs,2020-02-01,2024-02-14,10,0.0001256,2.9665199,0.129573,0.2910451,2024-02-20 03:40:36,20240219,5,674 -chng,smoothed_adj_outpatient_flu,day,hrr,2020-02-01,2024-02-14,306,0.0006665,7.3989023,0.157989,0.3502602,2024-02-20 03:40:36,20240219,5,674 -chng,smoothed_adj_outpatient_flu,day,msa,2020-02-01,2024-02-14,392,0.0005895,9.1334945,0.1593255,0.3449737,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_adj_outpatient_flu,day,nation,2020-02-01,2024-02-14,1,0.0042567,2.1340409,0.1410768,0.2817595,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_adj_outpatient_flu,day,state,2020-02-01,2024-02-14,55,0.0003211,5.0601173,0.1349185,0.3161708,2024-02-20 03:40:38,20240219,5,674 -chng,smoothed_outpatient_cli,day,county,2020-02-01,2024-02-14,3119,0.0008986,99.911661,1.7494246,3.2141828,2024-02-20 03:40:34,20240219,3,674 -chng,smoothed_outpatient_cli,day,hhs,2020-02-01,2024-02-14,10,0.0057532,21.7526533,2.1935759,2.4568923,2024-02-20 03:40:36,20240219,5,674 -chng,smoothed_outpatient_cli,day,hrr,2020-02-01,2024-02-14,306,0.0010292,54.076492,2.0121518,2.5913195,2024-02-20 03:40:36,20240219,5,674 -chng,smoothed_outpatient_cli,day,msa,2020-02-01,2024-02-14,392,0.0007571,54.213362,1.7692415,2.3668653,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_outpatient_cli,day,nation,2020-02-01,2024-02-14,1,0.014286,13.183495,2.4016659,2.3445632,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_outpatient_cli,day,state,2020-02-01,2024-02-14,55,0.0012136,38.0980677,1.976939,2.4902626,2024-02-20 03:40:38,20240219,5,674 -chng,smoothed_outpatient_covid,day,county,2020-02-01,2024-02-14,3118,0.0007317,99.7382199,0.7295667,1.1518214,2024-02-20 03:40:35,20240219,3,674 -chng,smoothed_outpatient_covid,day,hhs,2020-02-01,2024-02-14,10,0.0001026,7.902697,0.7473772,0.7532255,2024-02-20 03:40:36,20240219,5,674 -chng,smoothed_outpatient_covid,day,hrr,2020-02-01,2024-02-14,306,0.0004265,13.8813489,0.75981,0.8821325,2024-02-20 03:40:36,20240219,5,674 -chng,smoothed_outpatient_covid,day,msa,2020-02-01,2024-02-14,392,0.0003196,15.0058502,0.6983567,0.8724389,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_outpatient_covid,day,nation,2020-02-01,2024-02-14,1,0.0002781,5.7484116,0.7763361,0.7077705,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_outpatient_covid,day,state,2020-02-01,2024-02-14,55,0.0001764,10.9664911,0.7277603,0.824994,2024-02-20 03:40:38,20240219,5,674 -chng,smoothed_outpatient_flu,day,county,2020-02-01,2024-02-14,3118,0.0007864,99.8031496,0.2120383,0.5747436,2024-02-20 03:40:35,20240219,4,674 -chng,smoothed_outpatient_flu,day,hhs,2020-02-01,2024-02-14,10,0.0001256,3.3283321,0.1325491,0.2889045,2024-02-20 03:40:36,20240219,5,674 -chng,smoothed_outpatient_flu,day,hrr,2020-02-01,2024-02-14,306,0.0007358,7.7181903,0.1580634,0.3454277,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_outpatient_flu,day,msa,2020-02-01,2024-02-14,392,0.0005895,7.7881801,0.1547919,0.327931,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_outpatient_flu,day,nation,2020-02-01,2024-02-14,1,0.0042154,1.8960681,0.1439693,0.2751247,2024-02-20 03:40:37,20240219,5,674 -chng,smoothed_outpatient_flu,day,state,2020-02-01,2024-02-14,55,0.0003211,5.2040069,0.1365516,0.3116242,2024-02-20 03:40:38,20240219,5,674 -covid-act-now,pcr_specimen_positivity_rate,day,county,2020-03-01,2021-12-02,3126,0.0,1.0,0.0979475,0.0903481,2021-12-10 17:59:11,20211210,2,529 -covid-act-now,pcr_specimen_positivity_rate,day,hhs,2020-03-01,2021-12-02,10,0.0,0.65,0.0806975,0.0559965,2021-12-10 17:59:14,20211210,8,585 -covid-act-now,pcr_specimen_positivity_rate,day,hrr,2020-03-01,2021-12-02,306,0.0,1.0,0.0864302,0.069691,2021-12-10 17:59:15,20211210,4,599 -covid-act-now,pcr_specimen_positivity_rate,day,msa,2020-03-01,2021-12-02,384,0.0,1.0,0.087359,0.0711056,2021-12-10 17:59:15,20211210,3,529 -covid-act-now,pcr_specimen_positivity_rate,day,nation,2020-03-01,2021-12-02,1,0.0180044,0.2183382,0.0809607,0.0406573,2021-12-10 17:59:15,20211210,8,529 -covid-act-now,pcr_specimen_positivity_rate,day,state,2020-03-01,2021-12-02,51,0.0,1.0,0.0834229,0.0659636,2021-12-10 17:59:15,20211210,3,585 -covid-act-now,pcr_specimen_total_tests,day,county,2020-03-01,2021-12-02,3126,0.14,161333.71,338.7239566,1757.0608222,2021-12-10 17:59:13,20211210,2,428 -covid-act-now,pcr_specimen_total_tests,day,hhs,2020-03-01,2021-12-02,10,2.0,387262.01,98225.6981138,78754.8915,2021-12-10 17:59:15,20211210,8,585 -covid-act-now,pcr_specimen_total_tests,day,hrr,2020-03-01,2021-12-02,306,1.55e-05,161288.2579186,3240.5090482,6316.7070508,2021-12-10 17:59:15,20211210,4,526 -covid-act-now,pcr_specimen_total_tests,day,msa,2020-03-01,2021-12-02,384,0.14,174380.71,2342.0841463,7999.6725139,2021-12-10 17:59:15,20211210,2,428 -covid-act-now,pcr_specimen_total_tests,day,nation,2020-03-01,2021-12-02,1,1433.8,1768763.07,981518.2845639,460852.3824205,2021-12-10 17:59:15,20211210,8,428 -covid-act-now,pcr_specimen_total_tests,day,state,2020-03-01,2021-12-02,51,0.14,344887.85,19433.6865717,31650.7665229,2021-12-10 17:59:15,20211210,2,585 -doctor-visits,smoothed_adj_cli,day,county,2020-02-01,2024-07-12,2594,0.0,87.670832,2.3358112,3.5540203,2024-07-17 00:18:37,20240716,2,129 -doctor-visits,smoothed_adj_cli,day,hhs,2020-02-01,2024-07-12,10,0.071857,31.731976,2.8805662,3.4617466,2024-07-17 00:18:40,20240716,4,126 -doctor-visits,smoothed_adj_cli,day,hrr,2020-02-01,2024-07-12,306,0.0,62.072299,2.6495845,3.6460135,2024-07-17 00:18:43,20240716,4,129 -doctor-visits,smoothed_adj_cli,day,msa,2020-02-01,2024-07-12,384,0.0,83.92411,2.4590565,3.5400049,2024-07-17 00:18:45,20240716,4,129 -doctor-visits,smoothed_adj_cli,day,nation,2020-02-01,2024-07-12,1,0.120549,21.575689,3.0877363,3.4208281,2024-07-17 00:18:48,20240716,4,126 -doctor-visits,smoothed_adj_cli,day,state,2020-02-01,2024-07-12,53,0.0,79.135443,2.6750998,3.9470251,2024-07-17 00:18:50,20240716,3,129 -doctor-visits,smoothed_cli,day,county,2020-02-01,2024-07-12,2594,0.0,76.569615,1.9889825,3.0497556,2024-07-17 00:18:39,20240716,2,129 -doctor-visits,smoothed_cli,day,hhs,2020-02-01,2024-07-12,10,0.055393,35.777605,3.1877169,3.8427966,2024-07-17 00:18:42,20240716,4,126 -doctor-visits,smoothed_cli,day,hrr,2020-02-01,2024-07-12,306,0.0,52.474626,2.5259156,3.5549362,2024-07-17 00:18:44,20240716,4,129 -doctor-visits,smoothed_cli,day,msa,2020-02-01,2024-07-12,385,0.0,65.645487,2.2165108,3.2350177,2024-07-17 00:18:47,20240716,4,129 -doctor-visits,smoothed_cli,day,nation,2020-02-01,2024-07-12,1,0.120689,26.252728,3.4213596,3.8325068,2024-07-17 00:18:49,20240716,4,126 -doctor-visits,smoothed_cli,day,state,2020-02-01,2024-07-12,53,0.0,61.764374,2.8345543,3.9843822,2024-07-17 00:18:52,20240716,3,129 -dsew-cpr,booster_doses_admin_7dav,day,hhs,2021-11-01,2023-02-22,10,360.8571429,211419.2857143,25422.797562,37932.1282922,2023-02-24 16:51:39,20230224,1,182 -dsew-cpr,booster_doses_admin_7dav,day,nation,2021-11-01,2023-02-22,1,14740.2857143,1100514.8571429,257525.9704433,312271.1870132,2023-02-24 16:51:40,20230224,1,182 -dsew-cpr,booster_doses_admin_7dav,day,state,2021-11-01,2023-02-22,56,0.0,194532.1428571,4613.3131688,11601.9151563,2023-02-24 16:51:40,20230224,1,182 -dsew-cpr,confirmed_admissions_covid_1d_7dav,day,county,2021-01-07,2023-02-21,3272,0.0,825.5714285714286,2.3294191,9.6538384,2023-02-24 16:51:16,20230224,3,480 -dsew-cpr,confirmed_admissions_covid_1d_7dav,day,hhs,2020-12-16,2023-02-21,10,23.2857143,4990.0,667.6785049,780.5578655,2023-02-24 16:51:30,20230224,3,502 -dsew-cpr,confirmed_admissions_covid_1d_7dav,day,msa,2021-01-07,2023-02-21,392,0.0,1902.7142857142856,14.2411998,42.714571,2023-02-24 16:51:31,20230224,3,480 -dsew-cpr,confirmed_admissions_covid_1d_7dav,day,nation,2020-12-16,2023-02-21,1,1338.2857143,21086.1428571,6676.7850488,4537.105663,2023-02-24 16:51:32,20230224,3,502 -dsew-cpr,confirmed_admissions_covid_1d_7dav,day,state,2020-12-16,2023-02-21,56,0.0,2379.0,119.5731249,215.9007672,2023-02-24 16:51:32,20230224,3,502 -dsew-cpr,confirmed_admissions_covid_1d_prop_7dav,day,county,2021-01-07,2023-02-21,3219,0.0,569.2346462,1.8762013,4.3113657,2023-02-24 16:51:24,20230224,3,480 -dsew-cpr,confirmed_admissions_covid_1d_prop_7dav,day,hhs,2020-12-16,2023-02-21,10,0.1568329,8.1781998,1.863108,1.4513172,2023-02-24 16:51:30,20230224,3,502 -dsew-cpr,confirmed_admissions_covid_1d_prop_7dav,day,msa,2021-01-07,2023-02-21,392,0.0,52.2139965155508,2.1629876,2.5039056,2023-02-24 16:51:32,20230224,3,480 -dsew-cpr,confirmed_admissions_covid_1d_prop_7dav,day,nation,2020-12-16,2023-02-21,1,0.4005607,6.3112681,1.9984205,1.3579956,2023-02-24 16:51:32,20230224,3,502 -dsew-cpr,confirmed_admissions_covid_1d_prop_7dav,day,state,2020-12-16,2023-02-21,56,0.0,35.7918347,1.9012573,1.9888021,2023-02-24 16:51:33,20230224,3,502 -dsew-cpr,covid_naat_pct_positive_7dav,day,county,2020-12-07,2023-02-20,3198,0.0,1.0,0.1155519,0.0997406,2023-02-24 16:51:15,20230224,4,522 -dsew-cpr,covid_naat_pct_positive_7dav,day,hhs,2020-12-07,2023-02-20,10,0.004,0.436,0.0919346,0.0679411,2023-02-24 16:51:16,20230224,4,522 -dsew-cpr,covid_naat_pct_positive_7dav,day,msa,2020-12-07,2023-02-20,392,0.0,1.0,0.1084464,0.0916635,2023-02-24 16:51:16,20230224,4,522 -dsew-cpr,covid_naat_pct_positive_7dav,day,nation,2020-12-07,2023-02-20,1,0.0197007,0.3145435,0.097572,0.0623476,2023-02-24 16:51:16,20230224,4,522 -dsew-cpr,covid_naat_pct_positive_7dav,day,state,2020-12-07,2023-02-20,55,0.0,0.946,0.0997204,0.0823642,2023-02-24 16:51:16,20230224,4,522 -dsew-cpr,doses_admin_7dav,day,hhs,2021-05-02,2023-02-22,10,-25415.0,416729.2857143,70956.6438044,69418.1294544,2023-02-24 16:51:39,20230224,1,365 -dsew-cpr,doses_admin_7dav,day,nation,2021-05-02,2023-02-22,1,84396.2857143,2405770.1428571,706882.2067602,508222.8169732,2023-02-24 16:51:40,20230224,1,365 -dsew-cpr,doses_admin_7dav,day,state,2021-05-02,2023-02-22,56,-34912.7142857,340911.8571429,12732.1491109,23061.218246,2023-02-24 16:51:40,20230224,1,365 -dsew-cpr,people_booster_doses,day,hhs,2021-11-01,2023-02-22,10,798354.0,21409818.0,9252301.1570292,5435063.9417483,2023-02-24 16:51:39,20230224,1,182 -dsew-cpr,people_booster_doses,day,nation,2021-11-01,2023-02-22,1,19141580.0,117047500.0,92522945.6153846,24244972.5200394,2023-02-24 16:51:40,20230224,1,182 -dsew-cpr,people_booster_doses,day,state,2021-11-01,2023-02-22,56,143.0,17335732.0,1652195.4574176,2259512.8844226,2023-02-24 16:51:40,20230224,1,182 -dsew-cpr,people_full_vaccinated,day,county,2021-04-12,2023-02-22,3272,18.0,7519699.0,59563.0639614,211223.6154859,2023-02-24 16:51:33,20230224,1,385 -dsew-cpr,people_full_vaccinated,day,hhs,2021-01-15,2023-02-22,10,62625.0,41839198.0,17210344.7447526,11586031.1172692,2023-02-24 16:51:39,20230224,1,472 -dsew-cpr,people_full_vaccinated,day,msa,2021-04-12,2023-02-22,392,70.0,15491795.0,418183.4066464,1051278.8411392,2023-02-24 16:51:39,20230224,1,385 -dsew-cpr,people_full_vaccinated,day,nation,2021-01-15,2023-02-22,1,1540774.0,228878714.0,172103447.4475262,65899353.6538525,2023-02-24 16:51:40,20230224,1,472 -dsew-cpr,people_full_vaccinated,day,state,2021-01-15,2023-02-22,56,0.0,29504730.0,3073275.8472773,4305501.1704603,2023-02-24 16:51:40,20230224,1,472 -fb-survey,raw_cli,day,county,2020-04-06,2022-06-25,642,0.0,19.047619047619047,0.9247258,0.998862,2022-07-01 14:59:42,20220701,1,150 -fb-survey,raw_cli,day,hrr,2020-04-06,2022-06-25,306,0.0,11.0607993,0.9550459,1.0436459,2022-07-01 14:59:57,20220701,3,150 -fb-survey,raw_cli,day,msa,2020-04-06,2022-06-25,342,0.0,10.9638047,0.8877732,0.9860774,2022-07-01 15:00:12,20220701,4,150 -fb-survey,raw_cli,day,nation,2020-04-06,2022-06-26,1,0.338621,4.9208848,1.1742658,0.7933958,2022-07-01 15:00:22,20220701,2,253 -fb-survey,raw_cli,day,state,2020-04-06,2022-06-25,51,0.0,11.081765,1.1699135,1.0178461,2022-07-01 15:00:26,20220701,4,150 -fb-survey,raw_hh_cmnty_cli,day,county,2020-04-15,2022-06-25,351,0.4092675,68.9130435,21.0312594,9.4592786,2022-07-01 14:59:42,20220701,1,141 -fb-survey,raw_hh_cmnty_cli,day,hrr,2020-04-15,2022-06-25,288,1.2711864,68.9054726,21.6422026,9.9707881,2022-07-01 14:59:57,20220701,4,141 -fb-survey,raw_hh_cmnty_cli,day,msa,2020-04-15,2022-06-25,215,2.2987534,68.9130435,20.9525067,9.5781275,2022-07-01 15:00:12,20220701,4,141 -fb-survey,raw_hh_cmnty_cli,day,nation,2020-04-15,2022-06-26,1,8.6940597,48.3062084,21.5924631,7.4691767,2022-07-01 15:00:23,20220701,2,244 -fb-survey,raw_hh_cmnty_cli,day,state,2020-04-15,2022-06-25,51,2.9411765,66.9255021,22.2057274,9.7290508,2022-07-01 15:00:26,20220701,4,141 -fb-survey,raw_ili,day,county,2020-04-06,2022-06-25,642,0.0,19.047619047619047,0.9478843,1.0147259,2022-07-01 14:59:42,20220701,1,150 -fb-survey,raw_ili,day,hrr,2020-04-06,2022-06-25,306,0.0,11.2681159,0.9779726,1.061052,2022-07-01 14:59:57,20220701,3,150 -fb-survey,raw_ili,day,msa,2020-04-06,2022-06-25,342,0.0,10.9638047,0.9124409,1.004418,2022-07-01 15:00:12,20220701,4,150 -fb-survey,raw_ili,day,nation,2020-04-06,2022-06-26,1,0.3525545,5.0480449,1.2000985,0.8120644,2022-07-01 15:00:23,20220701,2,253 -fb-survey,raw_ili,day,state,2020-04-06,2022-06-25,51,0.0,11.081765,1.1941615,1.0364316,2022-07-01 15:00:26,20220701,4,150 -fb-survey,raw_nohh_cmnty_cli,day,county,2020-04-15,2022-06-25,351,0.3267974,64.0283737,16.7370961,8.6774912,2022-07-01 14:59:42,20220701,1,141 -fb-survey,raw_nohh_cmnty_cli,day,hrr,2020-04-15,2022-06-25,288,0.3787879,64.0939597,17.3080434,9.1652301,2022-07-01 14:59:57,20220701,4,141 -fb-survey,raw_nohh_cmnty_cli,day,msa,2020-04-15,2022-06-25,215,0.5633451,64.0283737,16.6829469,8.7874763,2022-07-01 15:00:12,20220701,4,141 -fb-survey,raw_nohh_cmnty_cli,day,nation,2020-04-15,2022-06-26,1,5.7044523,41.8558786,17.0048453,6.824453,2022-07-01 15:00:23,20220701,2,244 -fb-survey,raw_nohh_cmnty_cli,day,state,2020-04-15,2022-06-25,51,0.3267974,60.9350753,17.5830578,9.0078233,2022-07-01 15:00:26,20220701,4,141 -fb-survey,raw_wcli,day,county,2020-04-06,2022-06-25,640,0.0,19.047619047619047,0.9389968,1.0065155,2022-07-01 14:59:42,20220701,2,150 -fb-survey,raw_wcli,day,hrr,2020-04-06,2022-06-25,306,0.0,11.1186835,0.9865602,1.0702621,2022-07-01 14:59:57,20220701,2,150 -fb-survey,raw_wcli,day,msa,2020-04-06,2022-06-25,340,0.0,11.7928697,0.9314997,1.0168941,2022-07-01 15:00:12,20220701,2,150 -fb-survey,raw_wcli,day,nation,2020-04-06,2022-06-25,1,0.4039215,5.408061,1.3702998,0.9063896,2022-07-01 15:00:23,20220701,4,253 -fb-survey,raw_wcli,day,state,2020-04-06,2022-06-25,51,0.0,11.2808901,1.2850101,1.1000853,2022-07-01 15:00:26,20220701,2,150 -fb-survey,raw_whh_cmnty_cli,day,county,2020-04-15,2022-06-25,343,0.4092675,69.7366276,21.2513547,9.4036702,2022-07-01 14:59:42,20220701,4,141 -fb-survey,raw_whh_cmnty_cli,day,hrr,2020-04-15,2022-06-25,287,1.4154066,69.0424071,21.8559408,9.9701793,2022-07-01 14:59:57,20220701,4,141 -fb-survey,raw_whh_cmnty_cli,day,msa,2020-04-15,2022-06-25,207,1.6579937,69.9032636,21.1068482,9.564647,2022-07-01 15:00:12,20220701,4,141 -fb-survey,raw_whh_cmnty_cli,day,nation,2020-04-15,2022-06-25,1,9.1761173,48.2407423,21.5503016,7.2072222,2022-07-01 15:00:23,20220701,4,244 -fb-survey,raw_whh_cmnty_cli,day,state,2020-04-15,2022-06-25,51,2.5278035,67.7211955,22.4708687,9.5978548,2022-07-01 15:00:27,20220701,4,141 -fb-survey,raw_wili,day,county,2020-04-06,2022-06-25,640,0.0,19.047619047619047,0.9617527,1.0224706,2022-07-01 14:59:42,20220701,2,150 -fb-survey,raw_wili,day,hrr,2020-04-06,2022-06-25,306,0.0,11.1227941,1.0088413,1.0878227,2022-07-01 14:59:57,20220701,2,150 -fb-survey,raw_wili,day,msa,2020-04-06,2022-06-25,340,0.0,11.7928697,0.9555916,1.0354607,2022-07-01 15:00:12,20220701,2,150 -fb-survey,raw_wili,day,nation,2020-04-06,2022-06-25,1,0.4144906,5.5247274,1.3975828,0.9277962,2022-07-01 15:00:23,20220701,4,253 -fb-survey,raw_wili,day,state,2020-04-06,2022-06-25,51,0.0,11.2808901,1.3091654,1.1199192,2022-07-01 15:00:27,20220701,2,150 -fb-survey,raw_wnohh_cmnty_cli,day,county,2020-04-15,2022-06-25,343,0.3267974,64.8845314,16.7082958,8.5360556,2022-07-01 14:59:42,20220701,4,141 -fb-survey,raw_wnohh_cmnty_cli,day,hrr,2020-04-15,2022-06-25,287,0.3787879,64.4127616,17.2542155,9.0633926,2022-07-01 14:59:57,20220701,4,141 -fb-survey,raw_wnohh_cmnty_cli,day,msa,2020-04-15,2022-06-25,207,0.7005145,64.8845314,16.5727216,8.6670007,2022-07-01 15:00:12,20220701,4,141 -fb-survey,raw_wnohh_cmnty_cli,day,nation,2020-04-15,2022-06-25,1,5.9588102,40.5355196,16.6488651,6.4672122,2022-07-01 15:00:23,20220701,4,244 -fb-survey,raw_wnohh_cmnty_cli,day,state,2020-04-15,2022-06-25,51,0.3267974,61.2646482,17.5685456,8.7803074,2022-07-01 15:00:27,20220701,4,141 -fb-survey,smoothed_accept_covid_vaccine,day,county,2020-12-20,2021-08-08,757,6.3106857,96.3920452,67.9237724,14.3796865,2021-08-13 12:54:15,20210813,1,44 -fb-survey,smoothed_accept_covid_vaccine,day,hrr,2020-12-20,2021-08-06,306,10.2941176,92.1875,61.1924903,16.7694796,2021-08-11 12:56:16,20210811,1,44 -fb-survey,smoothed_accept_covid_vaccine,day,msa,2020-12-20,2021-08-07,362,15.1563221,92.9292808,65.2383722,14.3516874,2021-08-12 12:54:50,20210812,1,44 -fb-survey,smoothed_accept_covid_vaccine,day,nation,2020-12-20,2021-08-08,1,17.755102,74.5601494,46.7574433,22.3505344,2021-08-13 12:57:00,20210813,1,44 -fb-survey,smoothed_accept_covid_vaccine,day,state,2020-12-20,2021-08-08,51,6.3106857,90.8967391,55.2646333,20.9437812,2021-08-13 12:57:04,20210813,1,44 -fb-survey,smoothed_accept_covid_vaccine_no_appointment,day,county,2021-05-20,2022-06-27,92,2.8931167,48.019802,15.5086319,5.4726703,2022-07-01 14:59:42,20220701,1,63 -fb-survey,smoothed_accept_covid_vaccine_no_appointment,day,hrr,2021-05-21,2022-06-27,168,1.1811024,47.5490196,15.5441133,5.3891774,2022-07-01 14:59:57,20220701,1,63 -fb-survey,smoothed_accept_covid_vaccine_no_appointment,day,msa,2021-05-21,2022-06-27,95,3.3219911,38.9585132,17.2049154,5.438195,2022-07-01 15:00:12,20220701,1,63 -fb-survey,smoothed_accept_covid_vaccine_no_appointment,day,nation,2021-05-20,2022-06-27,1,10.5194141,21.4088779,14.5975905,2.8074055,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_accept_covid_vaccine_no_appointment,day,state,2021-05-20,2022-06-27,48,2.8931167,31.7490615,14.3656827,4.2749012,2022-07-01 15:00:27,20220701,1,63 -fb-survey,smoothed_anxious_5d,day,county,2020-09-08,2021-03-15,754,2.496938,38.803681,17.3270685,3.6738037,2021-03-20 11:51:16,20210320,1,92 -fb-survey,smoothed_anxious_5d,day,hrr,2020-09-08,2021-03-11,306,4.4715447,33.9673913,16.9910865,3.0886278,2021-03-17 18:57:54,20210317,1,92 -fb-survey,smoothed_anxious_5d,day,msa,2020-09-08,2021-03-14,359,2.496938,37.2055658,17.3911656,3.5361126,2021-03-19 11:51:37,20210319,1,92 -fb-survey,smoothed_anxious_5d,day,nation,2020-09-08,2021-03-18,1,12.3224728,22.7558011,16.9176287,1.864669,2021-03-23 11:53:30,20210323,5,98 -fb-survey,smoothed_anxious_5d,day,state,2020-09-08,2021-03-15,51,6.7457199,38.803681,17.2987398,2.7756485,2021-03-20 11:52:09,20210320,5,92 -fb-survey,smoothed_anxious_7d,day,county,2021-03-02,2022-06-27,616,0.473738,30.7957769,12.7975556,3.1461309,2022-07-01 14:59:42,20220701,1,63 -fb-survey,smoothed_anxious_7d,day,hrr,2021-03-02,2022-06-27,306,1.3888889,31.8627451,12.7682873,2.9999053,2022-07-01 14:59:57,20220701,1,63 -fb-survey,smoothed_anxious_7d,day,msa,2021-03-02,2022-06-27,332,2.496278,27.8770477,12.9200141,3.0893081,2022-07-01 15:00:12,20220701,1,63 -fb-survey,smoothed_anxious_7d,day,nation,2021-03-02,2022-06-27,1,10.0859188,16.2442525,12.6390425,1.3485845,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_anxious_7d,day,state,2021-03-02,2022-06-27,51,3.0405405,22.815534,12.7942177,2.2673367,2022-07-01 15:00:27,20220701,1,63 -fb-survey,smoothed_appointment_not_vaccinated,day,county,2021-05-20,2022-06-27,99,0.1462927,17.1988482,3.3385882,1.8404781,2022-07-01 14:59:42,20220701,1,88 -fb-survey,smoothed_appointment_not_vaccinated,day,hrr,2021-05-21,2022-06-27,177,0.1851852,20.3846154,3.4699997,1.9600779,2022-07-01 14:59:57,20220701,1,87 -fb-survey,smoothed_appointment_not_vaccinated,day,msa,2021-05-21,2022-06-27,99,0.2074501,19.0133854,3.9230132,2.0474182,2022-07-01 15:00:12,20220701,1,87 -fb-survey,smoothed_appointment_not_vaccinated,day,nation,2021-05-20,2022-06-27,1,1.3645163,5.7176348,2.879369,1.0287608,2022-07-01 15:00:23,20220701,1,88 -fb-survey,smoothed_appointment_not_vaccinated,day,state,2021-05-20,2022-06-27,49,0.136612,14.0884056,3.0139223,1.5351489,2022-07-01 15:00:27,20220701,1,88 -fb-survey,smoothed_appointment_or_accept_covid_vaccine,day,county,2021-05-20,2022-06-27,97,2.8947834,55.6878788,18.1899701,6.4070756,2022-07-01 14:59:42,20220701,1,63 -fb-survey,smoothed_appointment_or_accept_covid_vaccine,day,hrr,2021-05-21,2022-06-27,178,2.2727273,55.8252427,18.2009257,6.2416784,2022-07-01 14:59:57,20220701,1,63 -fb-survey,smoothed_appointment_or_accept_covid_vaccine,day,msa,2021-05-20,2022-06-27,98,3.3219911,46.6146387,20.1795558,6.2956446,2022-07-01 15:00:12,20220701,1,63 -fb-survey,smoothed_appointment_or_accept_covid_vaccine,day,nation,2021-05-20,2022-06-27,1,11.9167877,25.8840354,17.0285233,3.5663794,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_appointment_or_accept_covid_vaccine,day,state,2021-05-20,2022-06-27,49,2.8947834,40.9091301,16.7679518,5.0595141,2022-07-01 15:00:27,20220701,1,63 -fb-survey,smoothed_belief_children_immune,day,county,2021-05-20,2022-02-18,362,0.2237989,19.3409509,4.8528498,2.2392157,2022-02-23 13:51:25,20220223,5,110 -fb-survey,smoothed_belief_children_immune,day,hrr,2021-05-20,2022-02-15,291,0.1333333,17.578125,4.9065365,2.1153129,2022-02-20 13:52:39,20220220,5,110 -fb-survey,smoothed_belief_children_immune,day,msa,2021-05-20,2022-02-17,216,0.1493704,18.8073394,4.7442141,2.0875794,2022-02-22 13:54:29,20220222,5,110 -fb-survey,smoothed_belief_children_immune,day,nation,2021-05-20,2022-02-19,1,2.9170739,6.4676486,4.712255,1.1693786,2022-02-24 13:53:42,20220224,5,110 -fb-survey,smoothed_belief_children_immune,day,state,2021-05-20,2022-02-18,51,0.4000003,12.3672014,4.6223851,1.5579756,2022-02-23 13:53:56,20220223,5,110 -fb-survey,smoothed_belief_created_small_group,day,county,2021-05-20,2022-06-27,363,1.5595178,38.9954032,16.9962957,5.1983294,2022-07-01 14:59:42,20220701,1,110 -fb-survey,smoothed_belief_created_small_group,day,hrr,2021-05-20,2022-06-27,291,2.4509804,50.4901961,18.915403,5.1776701,2022-07-01 14:59:57,20220701,1,110 -fb-survey,smoothed_belief_created_small_group,day,msa,2021-05-20,2022-06-27,216,2.0612317,40.4307125,17.6122869,4.8342499,2022-07-01 15:00:12,20220701,1,110 -fb-survey,smoothed_belief_created_small_group,day,nation,2021-05-20,2022-06-27,1,16.8966159,20.3157167,18.5028106,0.8152889,2022-07-01 15:00:23,20220701,1,110 -fb-survey,smoothed_belief_created_small_group,day,state,2021-05-20,2022-06-27,51,2.2522523,35.5991822,18.8051095,4.2701708,2022-07-01 15:00:27,20220701,1,110 -fb-survey,smoothed_belief_distancing_effective,day,county,2021-05-20,2022-06-27,375,49.3620543,96.961326,77.6388762,6.9251447,2022-07-01 14:59:42,20220701,1,110 -fb-survey,smoothed_belief_distancing_effective,day,hrr,2021-05-20,2022-06-27,293,47.7564103,96.2328767,75.1385342,6.9507118,2022-07-01 14:59:57,20220701,1,110 -fb-survey,smoothed_belief_distancing_effective,day,msa,2021-05-20,2022-06-27,219,46.7592593,95.2154174,76.469296,6.2078048,2022-07-01 15:00:12,20220701,1,110 -fb-survey,smoothed_belief_distancing_effective,day,nation,2021-05-20,2022-06-27,1,70.507751,81.219875,75.3967652,3.4605009,2022-07-01 15:00:23,20220701,1,110 -fb-survey,smoothed_belief_distancing_effective,day,state,2021-05-20,2022-06-27,51,49.5500005,95.5284553,74.454045,6.3504165,2022-07-01 15:00:27,20220701,1,110 -fb-survey,smoothed_belief_govt_exploitation,day,county,2021-05-20,2022-06-27,362,3.2557612,47.7401536,22.572586,6.8239109,2022-07-01 14:59:43,20220701,1,110 -fb-survey,smoothed_belief_govt_exploitation,day,hrr,2021-05-20,2022-06-27,291,4.4117647,55.8252427,25.3236335,6.7577857,2022-07-01 14:59:58,20220701,1,110 -fb-survey,smoothed_belief_govt_exploitation,day,msa,2021-05-20,2022-06-27,215,5.229548,49.2595629,23.8016288,6.0625237,2022-07-01 15:00:12,20220701,1,110 -fb-survey,smoothed_belief_govt_exploitation,day,nation,2021-05-20,2022-06-27,1,21.011988,28.2949287,24.8515407,1.8201246,2022-07-01 15:00:23,20220701,1,110 -fb-survey,smoothed_belief_govt_exploitation,day,state,2021-05-20,2022-06-27,51,4.1666667,46.4502192,25.6320025,5.8297068,2022-07-01 15:00:27,20220701,1,110 -fb-survey,smoothed_belief_masking_effective,day,county,2021-06-04,2022-06-27,376,43.2954171,97.9651163,77.5169356,8.2145814,2022-07-01 14:59:43,20220701,1,63 -fb-survey,smoothed_belief_masking_effective,day,hrr,2021-06-04,2022-06-27,293,41.3043478,97.4178404,74.1705489,8.2027679,2022-07-01 14:59:58,20220701,1,63 -fb-survey,smoothed_belief_masking_effective,day,msa,2021-06-04,2022-06-27,219,47.2142844,96.2759522,75.8904821,7.1293745,2022-07-01 15:00:12,20220701,1,63 -fb-survey,smoothed_belief_masking_effective,day,nation,2021-06-04,2022-06-27,1,69.7626672,80.7278994,74.5656604,3.3788714,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_belief_masking_effective,day,state,2021-06-04,2022-06-27,51,43.7072569,97.9651163,73.3523019,7.4305426,2022-07-01 15:00:27,20220701,1,63 -fb-survey,smoothed_belief_vaccinated_mask_unnecessary,day,county,2021-05-20,2022-02-18,361,1.171875,77.7116976,21.0331544,14.0003231,2022-02-23 13:51:27,20220223,5,110 -fb-survey,smoothed_belief_vaccinated_mask_unnecessary,day,hrr,2021-05-20,2022-02-15,291,1.4150943,70.0819672,21.7323839,14.1352958,2022-02-20 13:52:40,20220220,5,110 -fb-survey,smoothed_belief_vaccinated_mask_unnecessary,day,msa,2021-05-20,2022-02-17,216,2.136855,77.4233591,21.4733949,14.1658188,2022-02-22 13:54:30,20220222,5,110 -fb-survey,smoothed_belief_vaccinated_mask_unnecessary,day,nation,2021-05-20,2022-02-19,1,8.3996604,48.4696633,21.8394571,13.6131326,2022-02-24 13:53:42,20220224,5,110 -fb-survey,smoothed_belief_vaccinated_mask_unnecessary,day,state,2021-05-20,2022-02-18,51,3.4288513,64.2857587,22.6686765,14.605575,2022-02-23 13:53:57,20220223,5,110 -fb-survey,smoothed_cli,day,county,2020-04-06,2022-06-27,1536,0.0,13.0003763,1.027805,1.0362304,2022-07-01 14:59:43,20220701,1,150 -fb-survey,smoothed_cli,day,hrr,2020-04-06,2022-06-27,306,0.0,11.2962963,1.2269157,1.0692117,2022-07-01 14:59:58,20220701,1,150 -fb-survey,smoothed_cli,day,msa,2020-04-06,2022-06-27,382,0.0,12.5231652,1.1602289,1.0960308,2022-07-01 15:00:12,20220701,1,150 -fb-survey,smoothed_cli,day,nation,2020-04-06,2022-06-27,1,0.3647163,4.382599,1.1685062,0.7841888,2022-07-01 15:00:23,20220701,1,253 -fb-survey,smoothed_cli,day,state,2020-04-06,2022-06-27,52,0.0,7.4156739,1.2031664,0.9198052,2022-07-01 15:00:27,20220701,1,150 -fb-survey,smoothed_covid_vaccinated,day,county,2021-01-06,2022-06-27,753,1.3182512,99.806477,73.1689173,24.0625346,2022-07-01 14:59:43,20220701,1,63 -fb-survey,smoothed_covid_vaccinated,day,hrr,2021-01-06,2022-06-27,306,0.4950495,99.5065789,74.1336252,20.9790356,2022-07-01 14:59:58,20220701,1,63 -fb-survey,smoothed_covid_vaccinated,day,msa,2021-01-06,2022-06-27,361,1.3497978,98.6988259,73.0066824,22.7746073,2022-07-01 15:00:12,20220701,1,63 -fb-survey,smoothed_covid_vaccinated,day,nation,2021-01-06,2022-06-27,1,5.4455056,86.832716,75.3232519,20.8758334,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_covid_vaccinated,day,state,2021-01-06,2022-06-27,51,2.1550368,98.1481481,75.0844935,20.9783793,2022-07-01 15:00:27,20220701,1,63 -fb-survey,smoothed_covid_vaccinated_appointment_or_accept,day,county,2021-05-20,2022-06-27,657,65.1604516,99.8105963,88.0349635,5.2263187,2022-07-01 14:59:43,20220701,1,63 -fb-survey,smoothed_covid_vaccinated_appointment_or_accept,day,hrr,2021-05-20,2022-06-27,306,57.2625698,99.512987,85.9083299,5.3471261,2022-07-01 14:59:58,20220701,1,63 -fb-survey,smoothed_covid_vaccinated_appointment_or_accept,day,msa,2021-05-20,2022-06-27,347,62.9303278,99.0453217,86.8796612,4.9270324,2022-07-01 15:00:13,20220701,1,63 -fb-survey,smoothed_covid_vaccinated_appointment_or_accept,day,nation,2021-05-20,2022-06-27,1,86.0948981,88.5334628,87.1571506,0.5924003,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_covid_vaccinated_appointment_or_accept,day,state,2021-05-20,2022-06-27,51,67.1810851,99.0066225,86.6146821,4.4267436,2022-07-01 15:00:27,20220701,1,63 -fb-survey,smoothed_covid_vaccinated_friends,day,county,2021-05-20,2022-06-27,371,34.2579817,95.5645161,70.2740465,9.8389206,2022-07-01 14:59:43,20220701,1,110 -fb-survey,smoothed_covid_vaccinated_friends,day,hrr,2021-05-20,2022-06-27,291,27.3148148,93.9716312,66.4414807,10.0810154,2022-07-01 14:59:58,20220701,1,110 -fb-survey,smoothed_covid_vaccinated_friends,day,msa,2021-05-20,2022-06-27,220,28.2667809,93.9811262,68.6786081,8.9466352,2022-07-01 15:00:13,20220701,1,110 -fb-survey,smoothed_covid_vaccinated_friends,day,nation,2021-05-20,2022-06-27,1,61.9736031,70.6638435,67.1348906,2.0818524,2022-07-01 15:00:23,20220701,1,110 -fb-survey,smoothed_covid_vaccinated_friends,day,state,2021-05-20,2022-06-27,51,38.66509,90.8653846,66.2411893,8.9589405,2022-07-01 15:00:27,20220701,1,110 -fb-survey,smoothed_covid_vaccinated_or_accept,day,county,2020-12-20,2021-08-08,768,45.0788284,99.745469,80.9666545,8.1259498,2021-08-13 12:54:19,20210813,1,44 -fb-survey,smoothed_covid_vaccinated_or_accept,day,hrr,2020-12-20,2021-08-08,306,44.5652174,99.5327103,80.0951132,7.769323,2021-08-13 12:55:33,20210813,1,44 -fb-survey,smoothed_covid_vaccinated_or_accept,day,msa,2020-12-20,2021-08-08,364,45.4966234,98.3311996,80.1205091,7.9816216,2021-08-13 12:56:24,20210813,1,44 -fb-survey,smoothed_covid_vaccinated_or_accept,day,nation,2020-12-20,2021-08-08,1,70.120171,87.7644024,82.8202898,4.7302724,2021-08-13 12:57:00,20210813,1,44 -fb-survey,smoothed_covid_vaccinated_or_accept,day,state,2020-12-20,2021-08-08,51,52.3185241,97.8932584,81.9259577,6.6068393,2021-08-13 12:57:05,20210813,1,44 -fb-survey,smoothed_delayed_care_cost,day,county,2021-05-20,2022-06-27,349,7.1428571,58.7731136,30.5260235,5.4782579,2022-07-01 14:59:43,20220701,1,110 -fb-survey,smoothed_delayed_care_cost,day,hrr,2021-05-20,2022-06-27,288,13.2,52.9661017,30.7646315,5.1338922,2022-07-01 14:59:58,20220701,1,110 -fb-survey,smoothed_delayed_care_cost,day,msa,2021-05-20,2022-06-27,213,7.1428571,58.7731136,30.749201,5.2077782,2022-07-01 15:00:13,20220701,1,110 -fb-survey,smoothed_delayed_care_cost,day,nation,2021-05-20,2022-06-27,1,29.3886846,32.304431,30.9506304,0.6386159,2022-07-01 15:00:23,20220701,1,110 -fb-survey,smoothed_delayed_care_cost,day,state,2021-05-20,2022-06-27,51,15.2439024,46.5873026,31.4106402,4.2449509,2022-07-01 15:00:27,20220701,1,110 -fb-survey,smoothed_depressed_5d,day,county,2020-09-08,2021-03-15,750,1.3215125,28.5219101,12.6707491,2.9490081,2021-03-20 11:51:17,20210320,0,92 -fb-survey,smoothed_depressed_5d,day,hrr,2020-09-08,2021-03-11,306,4.0372671,27.3722628,12.5759003,2.4165054,2021-03-17 18:57:55,20210317,1,92 -fb-survey,smoothed_depressed_5d,day,msa,2020-09-08,2021-03-14,360,1.5728509,29.4046023,12.9635171,2.8413762,2021-03-19 11:51:37,20210319,1,92 -fb-survey,smoothed_depressed_5d,day,nation,2020-09-08,2021-03-18,1,10.6528256,13.9352609,12.3595309,0.7665024,2021-03-23 11:53:31,20210323,5,98 -fb-survey,smoothed_depressed_5d,day,state,2020-09-08,2021-03-15,51,5.9090802,20.6156453,12.6730155,1.8084615,2021-03-20 11:52:10,20210320,5,92 -fb-survey,smoothed_depressed_7d,day,county,2021-03-02,2022-06-27,613,0.5597399,26.1063583,10.2403199,2.7376668,2022-07-01 14:59:43,20220701,1,63 -fb-survey,smoothed_depressed_7d,day,hrr,2021-03-02,2022-06-27,306,0.4807692,26.4423077,10.4213618,2.6238609,2022-07-01 14:59:58,20220701,1,63 -fb-survey,smoothed_depressed_7d,day,msa,2021-03-02,2022-06-27,331,0.4680631,26.8705864,10.468143,2.6812753,2022-07-01 15:00:13,20220701,1,63 -fb-survey,smoothed_depressed_7d,day,nation,2021-03-02,2022-06-27,1,8.8132706,12.4159631,10.2226592,0.8368107,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_depressed_7d,day,state,2021-03-02,2022-06-27,51,2.3584906,19.6153846,10.4713187,1.8961675,2022-07-01 15:00:27,20220701,1,63 -fb-survey,smoothed_dontneed_reason_dont_spend_time,day,county,2021-02-09,2022-06-27,45,5.5555556,39.6263807,21.4008743,4.321096,2022-07-01 14:59:44,20220701,1,63 -fb-survey,smoothed_dontneed_reason_dont_spend_time,day,hrr,2021-02-12,2022-06-19,31,9.6899225,40.625,23.9224288,4.8282974,2022-06-24 12:52:41,20220624,4,63 -fb-survey,smoothed_dontneed_reason_dont_spend_time,day,msa,2021-02-11,2022-06-26,19,9.4119587,40.3463675,22.4776737,4.8522507,2022-07-01 15:00:13,20220701,2,63 -fb-survey,smoothed_dontneed_reason_dont_spend_time,day,nation,2021-02-09,2022-06-27,1,16.8978868,28.7211177,20.8719719,2.5463764,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_dontneed_reason_dont_spend_time,day,state,2021-02-09,2022-06-27,41,5.5555556,38.942329,21.3398772,4.238066,2022-07-01 15:00:27,20220701,1,63 -fb-survey,smoothed_dontneed_reason_had_covid,day,county,2021-02-09,2022-06-27,45,7.5999696,67.7883312,33.9147538,11.7913429,2022-07-01 14:59:44,20220701,1,63 -fb-survey,smoothed_dontneed_reason_had_covid,day,hrr,2021-02-12,2022-06-19,31,5.9090909,59.9056604,27.3755076,11.0428184,2022-06-24 12:52:41,20220624,4,63 -fb-survey,smoothed_dontneed_reason_had_covid,day,msa,2021-02-11,2022-06-26,19,4.9886613,60.5993142,32.0541118,11.767344,2022-07-01 15:00:13,20220701,2,63 -fb-survey,smoothed_dontneed_reason_had_covid,day,nation,2021-02-09,2022-06-27,1,16.3324104,50.1111523,34.9273113,11.0253327,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_dontneed_reason_had_covid,day,state,2021-02-09,2022-06-27,41,7.5999696,67.7883312,34.0707155,11.7727205,2022-07-01 15:00:27,20220701,1,63 -fb-survey,smoothed_dontneed_reason_not_beneficial,day,county,2021-02-09,2022-06-27,45,9.2224772,38.776445,22.6533446,3.8633949,2022-07-01 14:59:44,20220701,1,63 -fb-survey,smoothed_dontneed_reason_not_beneficial,day,hrr,2021-02-12,2022-06-19,31,9.3137255,36.5740741,21.3928019,4.3704203,2022-06-24 12:52:41,20220624,4,63 -fb-survey,smoothed_dontneed_reason_not_beneficial,day,msa,2021-02-11,2022-06-26,19,8.3386675,38.9421067,22.5059995,4.5892419,2022-07-01 15:00:13,20220701,2,63 -fb-survey,smoothed_dontneed_reason_not_beneficial,day,nation,2021-02-09,2022-06-27,1,19.1838094,26.9859256,22.7430719,2.2253834,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_dontneed_reason_not_beneficial,day,state,2021-02-09,2022-06-27,41,9.2224772,38.776445,22.6736772,3.8323621,2022-07-01 15:00:27,20220701,1,63 -fb-survey,smoothed_dontneed_reason_not_high_risk,day,county,2021-02-09,2022-06-27,45,22.0150329,56.250625,38.6763552,4.187104,2022-07-01 14:59:44,20220701,1,63 -fb-survey,smoothed_dontneed_reason_not_high_risk,day,hrr,2021-02-12,2022-06-19,31,27.4774775,60.4761905,40.7726616,4.7536919,2022-06-24 12:52:41,20220624,4,63 -fb-survey,smoothed_dontneed_reason_not_high_risk,day,msa,2021-02-11,2022-06-26,19,28.1531223,61.0581599,41.1034348,4.4102823,2022-07-01 15:00:13,20220701,2,63 -fb-survey,smoothed_dontneed_reason_not_high_risk,day,nation,2021-02-09,2022-06-27,1,34.6180556,41.5073,38.5047144,1.441484,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_dontneed_reason_not_high_risk,day,state,2021-02-09,2022-06-27,41,22.0150329,56.250625,38.6436171,4.1338582,2022-07-01 15:00:27,20220701,1,63 -fb-survey,smoothed_dontneed_reason_not_serious,day,county,2021-02-09,2022-06-27,45,18.9814991,63.4969607,38.0916004,5.7583841,2022-07-01 14:59:44,20220701,1,63 -fb-survey,smoothed_dontneed_reason_not_serious,day,hrr,2021-02-12,2022-06-19,31,20.8333333,61.2745098,36.1879966,6.2874237,2022-06-24 12:52:41,20220624,4,63 -fb-survey,smoothed_dontneed_reason_not_serious,day,msa,2021-02-11,2022-06-26,19,18.3854006,55.8194092,35.787947,5.7656897,2022-07-01 15:00:13,20220701,2,63 -fb-survey,smoothed_dontneed_reason_not_serious,day,nation,2021-02-09,2022-06-27,1,32.4725662,43.3047981,38.2416588,2.9637077,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_dontneed_reason_not_serious,day,state,2021-02-09,2022-06-27,41,18.5060327,63.4969607,38.1241797,5.7263057,2022-07-01 15:00:27,20220701,1,63 -fb-survey,smoothed_dontneed_reason_other,day,county,2021-02-09,2022-06-27,45,15.3592362,51.6000438,31.6656623,4.3952503,2022-07-01 14:59:44,20220701,1,63 -fb-survey,smoothed_dontneed_reason_other,day,hrr,2021-02-12,2022-06-19,31,12.3762376,48.5294118,29.3215505,5.4914016,2022-06-24 12:52:41,20220624,4,63 -fb-survey,smoothed_dontneed_reason_other,day,msa,2021-02-11,2022-06-26,19,15.3036239,48.2089811,30.2311313,4.9965866,2022-07-01 15:00:13,20220701,2,63 -fb-survey,smoothed_dontneed_reason_other,day,nation,2021-02-09,2022-06-27,1,22.0281863,35.1886422,31.4579475,2.4228659,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_dontneed_reason_other,day,state,2021-02-09,2022-06-27,41,15.3592362,51.6000438,31.69114,4.3716301,2022-07-01 15:00:27,20220701,1,63 -fb-survey,smoothed_dontneed_reason_precautions,day,county,2021-02-09,2022-06-27,45,2.2936032,45.8906592,16.6077555,6.5164296,2022-07-01 14:59:44,20220701,1,63 -fb-survey,smoothed_dontneed_reason_precautions,day,hrr,2021-02-12,2022-06-19,31,6.8807339,45.0892857,21.6270804,6.3256489,2022-06-24 12:52:41,20220624,4,63 -fb-survey,smoothed_dontneed_reason_precautions,day,msa,2021-02-11,2022-06-26,19,2.8657092,48.3796287,22.2286587,7.5302762,2022-07-01 15:00:13,20220701,2,63 -fb-survey,smoothed_dontneed_reason_precautions,day,nation,2021-02-09,2022-06-27,1,9.8516076,30.4647337,16.0890342,4.5571225,2022-07-01 15:00:23,20220701,1,63 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-fb-survey,smoothed_hesitancy_reason_pregnant,day,county,2021-02-09,2021-08-08,269,0.3552191,14.6540741,5.6372688,1.8499839,2021-08-13 12:54:21,20210813,5,36 -fb-survey,smoothed_hesitancy_reason_pregnant,day,hrr,2021-02-09,2021-08-06,264,0.3546099,16.0194175,5.5408598,1.8581863,2021-08-11 12:56:23,20210811,5,36 -fb-survey,smoothed_hesitancy_reason_pregnant,day,msa,2021-02-09,2021-08-07,182,0.3552191,15.2817242,5.6604232,1.8489533,2021-08-12 12:54:54,20210812,5,36 -fb-survey,smoothed_hesitancy_reason_pregnant,day,nation,2021-02-09,2021-08-08,1,4.768177,8.4482759,5.7052265,0.7252245,2021-08-13 12:57:00,20210813,5,36 -fb-survey,smoothed_hesitancy_reason_pregnant,day,state,2021-02-09,2021-08-08,50,0.4761905,14.6177141,5.6006103,1.4179715,2021-08-13 12:57:07,20210813,5,36 -fb-survey,smoothed_hesitancy_reason_religious,day,county,2021-02-09,2022-06-27,269,0.2360437,31.0896908,9.5731818,5.6135668,2022-07-01 14:59:44,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_religious,day,hrr,2021-02-09,2022-06-27,264,0.2145923,32.5242718,9.5878573,5.6824616,2022-07-01 14:59:59,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_religious,day,msa,2021-02-09,2022-06-27,182,0.2575795,33.000132,9.0745758,5.588583,2022-07-01 15:00:13,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_religious,day,nation,2021-02-09,2022-06-27,1,2.9005064,17.879135,11.4734824,4.4808544,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_religious,day,state,2021-02-09,2022-06-27,50,0.4587282,31.0896908,11.4886602,5.1003127,2022-07-01 15:00:28,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_sideeffects,day,county,2021-02-09,2022-06-27,269,32.1700956,77.7274672,54.5277961,6.6817846,2022-07-01 14:59:44,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_sideeffects,day,hrr,2021-02-09,2022-06-27,264,31.7391304,77.184466,54.6944144,6.8935509,2022-07-01 14:59:59,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_sideeffects,day,msa,2021-02-09,2022-06-27,182,31.3196644,77.8600854,54.208866,6.8612561,2022-07-01 15:00:13,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_sideeffects,day,nation,2021-02-09,2022-06-27,1,46.2099725,61.6628626,56.8816361,4.3930445,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_sideeffects,day,state,2021-02-09,2022-06-27,50,36.222644,77.7274672,56.8734399,5.5501117,2022-07-01 15:00:28,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_unnecessary,day,county,2021-02-09,2022-06-27,269,2.6923077,60.9159097,30.8502858,10.6748742,2022-07-01 14:59:44,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_unnecessary,day,hrr,2021-02-09,2022-06-27,264,3.9634146,60.738255,30.479742,9.5801621,2022-07-01 14:59:59,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_unnecessary,day,msa,2021-02-09,2022-06-27,182,4.9094519,60.2549363,29.5871094,9.7960234,2022-07-01 15:00:13,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_unnecessary,day,nation,2021-02-09,2022-06-27,1,14.985451,44.0741505,34.973603,7.3436236,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_unnecessary,day,state,2021-02-09,2022-06-27,50,9.8511649,60.9159097,35.3889361,8.6494152,2022-07-01 15:00:28,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_wait_safety,day,county,2021-02-09,2022-06-27,269,7.203921,61.8609084,33.163916,9.1076926,2022-07-01 14:59:44,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_wait_safety,day,hrr,2021-02-09,2022-06-27,264,7.4257426,58.6065574,34.2231687,7.8186749,2022-07-01 14:59:59,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_wait_safety,day,msa,2021-02-09,2022-06-27,182,8.4083875,56.0710642,35.301723,7.945878,2022-07-01 15:00:13,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_wait_safety,day,nation,2021-02-09,2022-06-27,1,15.5350781,42.261273,29.55581,8.3428445,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_hesitancy_reason_wait_safety,day,state,2021-02-09,2022-06-27,50,7.203921,50.3012048,29.9396632,8.5442628,2022-07-01 15:00:28,20220701,1,63 -fb-survey,smoothed_hh_cmnty_cli,day,county,2020-04-15,2022-06-27,1254,1.4851485,71.4236679,21.7236053,10.0597465,2022-07-01 14:59:44,20220701,1,141 -fb-survey,smoothed_hh_cmnty_cli,day,hrr,2020-04-15,2022-06-27,306,2.0833333,69.6261682,22.5243714,10.1504462,2022-07-01 14:59:59,20220701,1,141 -fb-survey,smoothed_hh_cmnty_cli,day,msa,2020-04-15,2022-06-27,381,2.291879,71.5988029,22.9118476,10.3617076,2022-07-01 15:00:14,20220701,1,141 -fb-survey,smoothed_hh_cmnty_cli,day,nation,2020-04-15,2022-06-27,1,8.9571677,46.6586363,21.5844429,7.4300114,2022-07-01 15:00:23,20220701,1,244 -fb-survey,smoothed_hh_cmnty_cli,day,state,2020-04-15,2022-06-27,52,3.0,63.6425937,22.0163667,9.5743832,2022-07-01 15:00:28,20220701,1,141 -fb-survey,smoothed_ili,day,county,2020-04-06,2022-06-27,1536,0.0,13.0003763,1.0523321,1.0539384,2022-07-01 14:59:45,20220701,1,150 -fb-survey,smoothed_ili,day,hrr,2020-04-06,2022-06-27,306,0.0,12.4443956,1.2519422,1.0877521,2022-07-01 14:59:59,20220701,1,150 -fb-survey,smoothed_ili,day,msa,2020-04-06,2022-06-27,382,0.0,12.9951589,1.1853276,1.1148771,2022-07-01 15:00:14,20220701,1,150 -fb-survey,smoothed_ili,day,nation,2020-04-06,2022-06-27,1,0.3778058,4.5067924,1.1945039,0.8030019,2022-07-01 15:00:23,20220701,1,253 -fb-survey,smoothed_ili,day,state,2020-04-06,2022-06-27,52,0.0,7.5896827,1.2279235,0.9389695,2022-07-01 15:00:28,20220701,1,150 -fb-survey,smoothed_inperson_school_fulltime,day,county,2020-11-24,2021-12-24,295,2.4768475,95.9090909,44.5197765,24.4115893,2022-02-02 20:51:33,20220202,5,133 -fb-survey,smoothed_inperson_school_fulltime,day,hrr,2020-11-24,2021-12-22,264,2.5,96.6981132,46.6805616,23.126512,2022-02-02 20:52:47,20220202,5,133 -fb-survey,smoothed_inperson_school_fulltime,day,msa,2020-11-24,2021-12-24,181,2.4768475,95.8277046,45.6823519,23.6294977,2022-02-02 20:53:52,20220202,5,133 -fb-survey,smoothed_inperson_school_fulltime,day,nation,2020-11-24,2021-12-24,1,31.1474442,86.2974266,57.9919467,19.6343032,2022-02-02 20:54:38,20220202,5,133 -fb-survey,smoothed_inperson_school_fulltime,day,state,2020-11-24,2021-12-24,50,4.6188443,95.9090909,58.5177167,22.7773491,2022-02-02 20:54:50,20220202,5,133 -fb-survey,smoothed_inperson_school_fulltime_oldest,day,county,2021-12-19,2022-06-27,70,64.2528801,99.5454541,93.1441744,3.8302019,2022-07-01 14:59:45,20220701,1,14 -fb-survey,smoothed_inperson_school_fulltime_oldest,day,hrr,2021-12-21,2022-06-27,89,58.7378641,99.7326203,91.7818697,5.0539044,2022-07-01 14:59:59,20220701,1,14 -fb-survey,smoothed_inperson_school_fulltime_oldest,day,msa,2021-12-20,2022-06-27,53,58.9464332,99.6914588,92.912921,4.2150885,2022-07-01 15:00:14,20220701,1,14 -fb-survey,smoothed_inperson_school_fulltime_oldest,day,nation,2021-12-19,2022-06-27,1,88.4834058,95.8449786,93.797397,1.8885489,2022-07-01 15:00:23,20220701,1,14 -fb-survey,smoothed_inperson_school_fulltime_oldest,day,state,2021-12-19,2022-06-27,42,64.2528801,99.5454541,93.2461363,3.7585036,2022-07-01 15:00:28,20220701,1,14 -fb-survey,smoothed_inperson_school_parttime,day,county,2020-11-24,2021-12-24,293,0.4471104,75.0,23.66865,12.0654216,2022-02-02 20:51:34,20220202,1,133 -fb-survey,smoothed_inperson_school_parttime,day,hrr,2020-11-24,2021-12-22,259,0.4464286,64.9390244,24.6476029,11.1406814,2022-02-02 20:52:47,20220202,5,133 -fb-survey,smoothed_inperson_school_parttime,day,msa,2020-11-24,2021-12-23,178,0.4471104,67.5480642,23.7069805,11.3600091,2022-02-02 20:53:52,20220202,5,133 -fb-survey,smoothed_inperson_school_parttime,day,nation,2020-11-24,2021-12-24,1,14.670418,28.0281176,21.435269,4.6015634,2022-02-02 20:54:38,20220202,5,133 -fb-survey,smoothed_inperson_school_parttime,day,state,2020-11-24,2021-12-24,50,4.6727195,65.3645513,22.4179137,9.9737538,2022-02-02 20:54:50,20220202,5,133 -fb-survey,smoothed_inperson_school_parttime_oldest,day,county,2021-12-19,2022-06-27,70,0.1455601,25.061993,4.3675839,2.6485041,2022-07-01 14:59:45,20220701,1,14 -fb-survey,smoothed_inperson_school_parttime_oldest,day,hrr,2021-12-21,2022-06-27,89,0.1968504,27.4691358,5.2424037,3.457449,2022-07-01 14:59:59,20220701,1,14 -fb-survey,smoothed_inperson_school_parttime_oldest,day,msa,2021-12-20,2022-06-27,53,0.2105131,30.1952249,4.4253137,2.7792599,2022-07-01 15:00:14,20220701,1,14 -fb-survey,smoothed_inperson_school_parttime_oldest,day,nation,2021-12-19,2022-06-27,1,2.4698405,7.3677432,3.9326243,1.2549263,2022-07-01 15:00:23,20220701,1,14 -fb-survey,smoothed_inperson_school_parttime_oldest,day,state,2021-12-19,2022-06-27,42,0.1455601,21.0691824,4.3116651,2.6010067,2022-07-01 15:00:28,20220701,1,14 -fb-survey,smoothed_large_event_1d,day,county,2020-09-08,2021-03-15,835,0.2747253,35.0190308,9.9150598,5.0553773,2021-03-20 11:51:20,20210320,1,92 -fb-survey,smoothed_large_event_1d,day,hrr,2020-09-08,2021-03-11,306,0.5050505,38.372093,10.6125117,4.9980909,2021-03-17 18:57:57,20210317,2,92 -fb-survey,smoothed_large_event_1d,day,msa,2020-09-08,2021-03-14,370,0.2747253,41.2128132,10.5650454,5.0873737,2021-03-19 11:51:40,20210319,1,92 -fb-survey,smoothed_large_event_1d,day,nation,2020-09-08,2021-03-18,1,5.821922,14.4078957,9.8547453,2.9501063,2021-03-23 11:53:35,20210323,2,98 -fb-survey,smoothed_large_event_1d,day,state,2020-09-08,2021-03-15,51,1.3324856,27.9500957,10.08541,4.6567058,2021-03-20 11:52:11,20210320,2,92 -fb-survey,smoothed_large_event_indoors_1d,day,county,2021-03-02,2022-06-27,670,0.8426611,48.9674534,19.5557945,6.5286424,2022-07-01 14:59:45,20220701,1,63 -fb-survey,smoothed_large_event_indoors_1d,day,hrr,2021-03-02,2022-06-27,306,1.2,49.5535714,20.8342057,6.3583766,2022-07-01 14:59:59,20220701,1,63 -fb-survey,smoothed_large_event_indoors_1d,day,msa,2021-03-02,2022-06-27,349,1.0457604,48.695691,20.0899501,6.3579349,2022-07-01 15:00:14,20220701,1,63 -fb-survey,smoothed_large_event_indoors_1d,day,nation,2021-03-02,2022-06-27,1,9.2876428,28.4955233,20.3804892,4.9184689,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_large_event_indoors_1d,day,state,2021-03-02,2022-06-27,51,2.1613833,42.4393107,20.8737336,6.3113389,2022-07-01 15:00:28,20220701,1,63 -fb-survey,smoothed_nohh_cmnty_cli,day,county,2020-04-15,2022-06-27,1255,0.0873015873015873,64.9542619,17.3135055,9.2732346,2022-07-01 14:59:45,20220701,1,141 -fb-survey,smoothed_nohh_cmnty_cli,day,hrr,2020-04-15,2022-06-27,306,0.4385965,62.3015873,17.847692,9.3914735,2022-07-01 14:59:59,20220701,1,141 -fb-survey,smoothed_nohh_cmnty_cli,day,msa,2020-04-15,2022-06-27,381,0.4140571,62.6385053,18.2762835,9.6017706,2022-07-01 15:00:14,20220701,1,141 -fb-survey,smoothed_nohh_cmnty_cli,day,nation,2020-04-15,2022-06-27,1,5.9029574,40.1083297,17.0003805,6.7897742,2022-07-01 15:00:23,20220701,1,244 -fb-survey,smoothed_nohh_cmnty_cli,day,state,2020-04-15,2022-06-27,52,1.8,57.8524353,17.3921858,8.8588016,2022-07-01 15:00:28,20220701,1,141 -fb-survey,smoothed_others_distanced_public,day,county,2021-06-04,2022-06-27,360,3.3562166,57.5892857,20.6124184,6.831208,2022-07-01 14:59:45,20220701,1,63 -fb-survey,smoothed_others_distanced_public,day,hrr,2021-06-04,2022-06-27,290,3.0701754,57.2,19.9457339,6.4247535,2022-07-01 14:59:59,20220701,1,63 -fb-survey,smoothed_others_distanced_public,day,msa,2021-06-04,2022-06-27,214,3.0156712,57.5892857,20.1721024,6.5892291,2022-07-01 15:00:14,20220701,1,63 -fb-survey,smoothed_others_distanced_public,day,nation,2021-06-04,2022-06-27,1,12.6425317,30.5620336,19.4177543,3.9138545,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_others_distanced_public,day,state,2021-06-04,2022-06-27,51,6.1373559,54.1118421,19.1732815,5.9312161,2022-07-01 15:00:28,20220701,1,63 -fb-survey,smoothed_others_masked,day,county,2020-11-24,2021-08-08,726,0.4545455,99.5689655,76.7892852,20.3268655,2021-08-13 12:54:26,20210813,0,44 -fb-survey,smoothed_others_masked,day,hrr,2020-11-24,2021-08-08,306,0.3012048,97.8483607,70.5054701,23.0938682,2021-08-13 12:55:39,20210813,5,44 -fb-survey,smoothed_others_masked,day,msa,2020-11-24,2021-08-08,355,0.9678555,99.3561028,73.8146157,20.8637976,2021-08-13 12:56:27,20210813,5,44 -fb-survey,smoothed_others_masked,day,nation,2020-11-24,2021-08-08,1,11.3260333,83.3975338,62.0673298,26.5766067,2021-08-13 12:57:00,20210813,5,44 -fb-survey,smoothed_others_masked,day,state,2020-11-24,2021-08-08,51,0.4545455,97.3011364,65.3182332,27.4483035,2021-08-13 12:57:08,20210813,5,44 -fb-survey,smoothed_others_masked_public,day,county,2021-05-20,2022-06-27,363,0.1847656,91.411247,24.0853734,22.5073682,2022-07-01 14:59:45,20220701,1,63 -fb-survey,smoothed_others_masked_public,day,hrr,2021-05-20,2022-06-27,289,0.1552795,91.6666667,19.7083939,20.4022362,2022-07-01 15:00:00,20220701,1,63 -fb-survey,smoothed_others_masked_public,day,msa,2021-05-20,2022-06-27,215,0.1495027,88.8538176,20.9942671,20.7558111,2022-07-01 15:00:14,20220701,1,63 -fb-survey,smoothed_others_masked_public,day,nation,2021-05-20,2022-06-27,1,3.3426304,55.2231769,19.5272947,10.9635458,2022-07-01 15:00:23,20220701,1,63 -fb-survey,smoothed_others_masked_public,day,state,2021-05-20,2022-06-27,51,0.2051755,86.6319444,17.6915699,18.9261281,2022-07-01 15:00:28,20220701,1,63 -fb-survey,smoothed_public_transit_1d,day,county,2020-09-08,2022-06-27,835,0.095057,62.1767008,4.0788632,4.2801094,2022-07-01 14:59:45,20220701,1,92 -fb-survey,smoothed_public_transit_1d,day,hrr,2020-09-08,2022-06-27,306,0.1347709,49.3869732,3.9592897,3.574987,2022-07-01 15:00:00,20220701,1,92 -fb-survey,smoothed_public_transit_1d,day,msa,2020-09-08,2022-06-27,370,0.134393,22.9349191,3.5387868,2.0462001,2022-07-01 15:00:14,20220701,1,92 -fb-survey,smoothed_public_transit_1d,day,nation,2020-09-08,2022-06-27,1,2.1052249,6.8432808,4.3162926,1.3625614,2022-07-01 15:00:23,20220701,1,98 -fb-survey,smoothed_public_transit_1d,day,state,2020-09-08,2022-06-27,51,0.2777778,40.6077348,4.2994529,3.2892331,2022-07-01 15:00:28,20220701,1,92 -fb-survey,smoothed_race_treated_fairly_healthcare,day,county,2021-05-20,2022-06-27,350,45.7284817,95.754717,80.5063719,5.9788001,2022-07-01 14:59:46,20220701,1,110 -fb-survey,smoothed_race_treated_fairly_healthcare,day,hrr,2021-05-20,2022-06-27,288,48.828125,96.7592593,80.9544846,5.5061638,2022-07-01 15:00:00,20220701,1,110 -fb-survey,smoothed_race_treated_fairly_healthcare,day,msa,2021-05-20,2022-06-27,213,55.8864608,96.0307321,81.0345777,5.0956802,2022-07-01 15:00:14,20220701,1,110 -fb-survey,smoothed_race_treated_fairly_healthcare,day,nation,2021-05-20,2022-06-27,1,79.5861654,82.0039327,80.7542663,0.6791153,2022-07-01 15:00:23,20220701,1,110 -fb-survey,smoothed_race_treated_fairly_healthcare,day,state,2021-05-20,2022-06-27,51,61.328125,95.2020275,81.4277317,4.1343718,2022-07-01 15:00:28,20220701,1,110 -fb-survey,smoothed_received_2_vaccine_doses,day,county,2021-01-13,2021-11-14,552,2.3198356,99.5404178,80.4469778,17.4457364,2021-11-19 13:51:23,20211119,1,44 -fb-survey,smoothed_received_2_vaccine_doses,day,hrr,2021-01-14,2021-11-14,305,2.6315789,98.7603306,78.6262274,19.1983196,2021-11-19 13:52:55,20211119,1,44 -fb-survey,smoothed_received_2_vaccine_doses,day,msa,2021-01-13,2021-11-14,314,1.4015063,99.5404178,79.7855858,18.1636474,2021-11-19 13:54:05,20211119,1,44 -fb-survey,smoothed_received_2_vaccine_doses,day,nation,2021-01-13,2021-11-14,1,18.0464866,93.7901764,76.0886178,21.9440468,2021-11-19 13:54:51,20211119,1,44 -fb-survey,smoothed_received_2_vaccine_doses,day,state,2021-01-13,2021-11-14,51,7.195572,96.8390805,76.7985081,21.4059638,2021-11-19 13:54:59,20211119,1,44 -fb-survey,smoothed_received_news_cdc,day,county,2021-05-20,2022-06-27,352,17.312376,83.8691929,50.6508482,9.2428997,2022-07-01 14:59:46,20220701,1,110 -fb-survey,smoothed_received_news_cdc,day,hrr,2021-05-20,2022-06-27,289,18.7943262,79.2763158,48.1565334,8.7193388,2022-07-01 15:00:00,20220701,1,110 -fb-survey,smoothed_received_news_cdc,day,msa,2021-05-20,2022-06-27,214,17.312376,80.0966962,49.9010932,8.6830128,2022-07-01 15:00:14,20220701,1,110 -fb-survey,smoothed_received_news_cdc,day,nation,2021-05-20,2022-06-27,1,34.376968,62.0013045,47.7332059,6.9562962,2022-07-01 15:00:23,20220701,1,110 -fb-survey,smoothed_received_news_cdc,day,state,2021-05-20,2022-06-27,51,21.3121132,80.0653595,47.8799708,8.7058391,2022-07-01 15:00:28,20220701,1,110 -fb-survey,smoothed_received_news_experts,day,county,2021-05-20,2022-06-27,352,15.4020118,76.4838488,46.0801026,9.0546172,2022-07-01 14:59:46,20220701,1,110 -fb-survey,smoothed_received_news_experts,day,hrr,2021-05-20,2022-06-27,289,10.3960396,76.0869565,43.6024718,8.6323687,2022-07-01 15:00:00,20220701,1,110 -fb-survey,smoothed_received_news_experts,day,msa,2021-05-20,2022-06-27,214,15.4020118,76.4838488,45.2427395,8.5528722,2022-07-01 15:00:14,20220701,1,110 -fb-survey,smoothed_received_news_experts,day,nation,2021-05-20,2022-06-27,1,29.6171405,52.3496564,43.040267,6.3316409,2022-07-01 15:00:23,20220701,1,110 -fb-survey,smoothed_received_news_experts,day,state,2021-05-20,2022-06-27,51,15.7130176,70.0980392,42.9188447,8.2292133,2022-07-01 15:00:28,20220701,1,110 -fb-survey,smoothed_received_news_friends,day,county,2021-05-20,2022-06-27,352,7.7432706,50.7741956,26.7384901,5.8833039,2022-07-01 14:59:46,20220701,1,110 -fb-survey,smoothed_received_news_friends,day,hrr,2021-05-20,2022-06-27,289,5.1181102,51.1904762,25.5411159,5.6777075,2022-07-01 15:00:00,20220701,1,110 -fb-survey,smoothed_received_news_friends,day,msa,2021-05-20,2022-06-27,214,7.9338375,47.7828711,26.0776042,5.6801554,2022-07-01 15:00:14,20220701,1,110 -fb-survey,smoothed_received_news_friends,day,nation,2021-05-20,2022-06-27,1,18.5287658,32.7078103,25.0839403,4.232665,2022-07-01 15:00:23,20220701,1,110 -fb-survey,smoothed_received_news_friends,day,state,2021-05-20,2022-06-27,51,8.6484698,48.8970588,24.9527965,5.1881611,2022-07-01 15:00:28,20220701,1,110 -fb-survey,smoothed_received_news_govt_health,day,county,2021-05-20,2022-06-27,352,11.2360077,75.9390557,42.3387361,8.5996051,2022-07-01 14:59:46,20220701,1,110 -fb-survey,smoothed_received_news_govt_health,day,hrr,2021-05-20,2022-06-27,289,8.7155963,72.1238938,40.1722302,8.2112814,2022-07-01 15:00:00,20220701,1,110 -fb-survey,smoothed_received_news_govt_health,day,msa,2021-05-20,2022-06-27,214,10.7331883,75.9390557,41.4797682,8.2858454,2022-07-01 15:00:15,20220701,1,110 -fb-survey,smoothed_received_news_govt_health,day,nation,2021-05-20,2022-06-27,1,26.3702126,48.9312391,39.6279308,6.2032699,2022-07-01 15:00:23,20220701,1,110 -fb-survey,smoothed_received_news_govt_health,day,state,2021-05-20,2022-06-27,51,16.1182262,75.6849315,39.8700826,8.2698508,2022-07-01 15:00:28,20220701,1,110 -fb-survey,smoothed_received_news_journalists,day,county,2021-05-20,2022-06-27,352,18.1361571,71.5753425,40.9366511,6.6404217,2022-07-01 14:59:46,20220701,1,110 -fb-survey,smoothed_received_news_journalists,day,hrr,2021-05-20,2022-06-27,289,13.8095238,66.2601626,38.8559338,6.2780698,2022-07-01 15:00:00,20220701,1,110 -fb-survey,smoothed_received_news_journalists,day,msa,2021-05-20,2022-06-27,214,17.6076207,67.8437627,39.9352284,5.9403424,2022-07-01 15:00:15,20220701,1,110 -fb-survey,smoothed_received_news_journalists,day,nation,2021-05-20,2022-06-27,1,29.8004842,44.8232294,38.7965116,3.379436,2022-07-01 15:00:23,20220701,1,110 -fb-survey,smoothed_received_news_journalists,day,state,2021-05-20,2022-06-27,51,18.5121144,71.5753425,38.4492033,5.5845236,2022-07-01 15:00:28,20220701,1,110 -fb-survey,smoothed_received_news_local_health,day,county,2021-05-20,2022-06-27,352,13.086205,51.3641074,31.4615558,5.099061,2022-07-01 14:59:46,20220701,1,110 -fb-survey,smoothed_received_news_local_health,day,hrr,2021-05-20,2022-06-27,289,9.5041322,52.962963,30.9371166,5.0522055,2022-07-01 15:00:01,20220701,1,110 -fb-survey,smoothed_received_news_local_health,day,msa,2021-05-20,2022-06-27,214,12.7113586,52.5606046,31.4198377,5.0660626,2022-07-01 15:00:15,20220701,1,110 -fb-survey,smoothed_received_news_local_health,day,nation,2021-05-20,2022-06-27,1,25.7341349,35.5974473,30.3417511,3.5064817,2022-07-01 15:00:24,20220701,1,110 -fb-survey,smoothed_received_news_local_health,day,state,2021-05-20,2022-06-27,51,16.3908796,46.9298246,30.3429556,4.4405127,2022-07-01 15:00:28,20220701,1,110 -fb-survey,smoothed_received_news_none,day,county,2021-05-20,2022-06-27,352,2.0719957,51.741146,18.2266474,6.5932903,2022-07-01 14:59:46,20220701,1,110 -fb-survey,smoothed_received_news_none,day,hrr,2021-05-20,2022-06-27,289,3.2934132,51.3392857,20.2708858,6.7447741,2022-07-01 15:00:01,20220701,1,110 -fb-survey,smoothed_received_news_none,day,msa,2021-05-20,2022-06-27,214,3.4415375,50.8466214,19.0390409,6.2442693,2022-07-01 15:00:15,20220701,1,110 -fb-survey,smoothed_received_news_none,day,nation,2021-05-20,2022-06-27,1,13.285984,31.2890969,20.5412468,5.0736556,2022-07-01 15:00:24,20220701,1,110 -fb-survey,smoothed_received_news_none,day,state,2021-05-20,2022-06-27,51,3.3980583,51.741146,21.024077,6.7603186,2022-07-01 15:00:29,20220701,1,110 -fb-survey,smoothed_received_news_politicians,day,county,2021-05-20,2022-06-27,352,0.8940556,32.5937989,14.0008319,4.2653918,2022-07-01 14:59:46,20220701,1,110 -fb-survey,smoothed_received_news_politicians,day,hrr,2021-05-20,2022-06-27,289,1.4018692,34.2975207,13.6821224,4.1663945,2022-07-01 15:00:01,20220701,1,110 -fb-survey,smoothed_received_news_politicians,day,msa,2021-05-20,2022-06-27,214,0.9588292,33.178543,13.8866663,4.2377682,2022-07-01 15:00:15,20220701,1,110 -fb-survey,smoothed_received_news_politicians,day,nation,2021-05-20,2022-06-27,1,6.6163647,19.3050672,13.1515188,3.3615168,2022-07-01 15:00:24,20220701,1,110 -fb-survey,smoothed_received_news_politicians,day,state,2021-05-20,2022-06-27,51,2.5184476,30.6034483,13.2356591,3.7841364,2022-07-01 15:00:29,20220701,1,110 -fb-survey,smoothed_received_news_religious,day,county,2021-05-20,2022-06-27,352,0.1473069,45.2891468,3.5073868,2.0707023,2022-07-01 14:59:46,20220701,1,110 -fb-survey,smoothed_received_news_religious,day,hrr,2021-05-20,2022-06-27,289,0.1272265,44.9115044,3.4576402,1.9319238,2022-07-01 15:00:01,20220701,1,110 -fb-survey,smoothed_received_news_religious,day,msa,2021-05-20,2022-06-27,214,0.1374717,44.8339205,3.5319733,2.1284912,2022-07-01 15:00:15,20220701,1,110 -fb-survey,smoothed_received_news_religious,day,nation,2021-05-20,2022-06-27,1,1.9109,4.7174082,3.1307987,0.6967878,2022-07-01 15:00:24,20220701,1,110 -fb-survey,smoothed_received_news_religious,day,state,2021-05-20,2022-06-27,51,0.1612903,30.9379587,3.2542438,1.6775432,2022-07-01 15:00:29,20220701,1,110 -fb-survey,smoothed_restaurant_1d,day,county,2020-09-08,2021-03-15,835,0.3676141,43.0794739,16.832985,6.4682913,2021-03-20 11:51:22,20210320,1,92 -fb-survey,smoothed_restaurant_1d,day,hrr,2020-09-08,2021-03-11,306,1.6081871,38.6178862,17.1756996,6.1310185,2021-03-17 18:57:58,20210317,2,92 -fb-survey,smoothed_restaurant_1d,day,msa,2020-09-08,2021-03-14,370,1.3915847,41.8370156,17.3328964,6.3786693,2021-03-19 11:51:40,20210319,1,92 -fb-survey,smoothed_restaurant_1d,day,nation,2020-09-08,2021-03-18,1,10.4524366,22.6636252,16.8144285,4.0862523,2021-03-23 11:53:36,20210323,2,98 -fb-survey,smoothed_restaurant_1d,day,state,2020-09-08,2021-03-15,51,3.5497285,35.6485482,16.9186822,5.5279085,2021-03-20 11:52:11,20210320,2,92 -fb-survey,smoothed_restaurant_indoors_1d,day,county,2021-03-02,2022-06-27,670,2.7331963,64.8308781,31.960638,7.7718147,2022-07-01 14:59:47,20220701,1,63 -fb-survey,smoothed_restaurant_indoors_1d,day,hrr,2021-03-02,2022-06-27,306,2.6011561,67.1428571,32.8701005,7.2634747,2022-07-01 15:00:01,20220701,1,63 -fb-survey,smoothed_restaurant_indoors_1d,day,msa,2021-03-02,2022-06-27,349,2.9035161,64.8308781,32.5363587,7.4270669,2022-07-01 15:00:15,20220701,1,63 -fb-survey,smoothed_restaurant_indoors_1d,day,nation,2021-03-02,2022-06-27,1,17.2784122,39.501548,32.6372926,5.4919707,2022-07-01 15:00:24,20220701,1,63 -fb-survey,smoothed_restaurant_indoors_1d,day,state,2021-03-02,2022-06-27,51,6.1959654,53.0953846,32.7768418,6.9573693,2022-07-01 15:00:29,20220701,1,63 -fb-survey,smoothed_screening_tested_positive_14d,day,county,2021-03-19,2022-02-16,62,0.117647,23.1817905,2.8704683,2.4927731,2022-02-21 13:51:42,20220221,4,63 -fb-survey,smoothed_screening_tested_positive_14d,day,hrr,2021-03-19,2022-02-03,59,0.1557632,16.2280702,2.9334139,2.3583522,2022-02-08 15:20:40,20220208,4,63 -fb-survey,smoothed_screening_tested_positive_14d,day,msa,2021-03-19,2022-02-12,36,0.1706702,13.4830291,2.6089512,2.165859,2022-02-17 15:54:14,20220217,4,63 -fb-survey,smoothed_screening_tested_positive_14d,day,nation,2021-03-19,2022-02-18,1,1.033658,8.3287778,2.5091115,1.8165345,2022-02-23 13:53:51,20220223,4,63 -fb-survey,smoothed_screening_tested_positive_14d,day,state,2021-03-19,2022-02-16,41,0.117647,23.1817905,2.862409,2.4994776,2022-02-21 13:54:16,20220221,4,63 -fb-survey,smoothed_shop_1d,day,county,2020-09-08,2021-03-15,835,31.0457878,80.9303016,55.799649,5.697443,2021-03-20 11:51:22,20210320,1,92 -fb-survey,smoothed_shop_1d,day,hrr,2020-09-08,2021-03-11,306,34.1911765,80.078125,56.1945625,4.9992259,2021-03-17 18:57:58,20210317,2,92 -fb-survey,smoothed_shop_1d,day,msa,2020-09-08,2021-03-14,370,31.0457878,79.8241917,56.2465007,5.5273594,2021-03-19 11:51:41,20210319,1,92 -fb-survey,smoothed_shop_1d,day,nation,2020-09-08,2021-03-18,1,48.7589625,63.5714286,56.0491055,3.6312046,2021-03-23 11:53:36,20210323,2,98 -fb-survey,smoothed_shop_1d,day,state,2020-09-08,2021-03-15,51,38.8026714,71.0785011,55.8633728,4.390865,2021-03-20 11:52:11,20210320,2,92 -fb-survey,smoothed_shop_indoors_1d,day,county,2021-03-02,2022-06-27,670,37.1943143,86.213313,63.5125812,5.9668137,2022-07-01 14:59:47,20220701,1,63 -fb-survey,smoothed_shop_indoors_1d,day,hrr,2021-03-02,2022-06-27,306,37.3873874,83.8582677,64.0812804,5.3502162,2022-07-01 15:00:01,20220701,1,63 -fb-survey,smoothed_shop_indoors_1d,day,msa,2021-03-02,2022-06-27,349,39.8970268,85.235709,63.8099815,5.6786129,2022-07-01 15:00:15,20220701,1,63 -fb-survey,smoothed_shop_indoors_1d,day,nation,2021-03-02,2022-06-27,1,52.584436,69.1694563,63.8664099,4.1159181,2022-07-01 15:00:24,20220701,1,63 -fb-survey,smoothed_shop_indoors_1d,day,state,2021-03-02,2022-06-27,51,39.0489914,77.3469237,64.202676,4.7537286,2022-07-01 15:00:29,20220701,1,63 -fb-survey,smoothed_spent_time_1d,day,county,2020-09-08,2021-03-15,835,11.1333192,65.7019113,35.7243069,7.20866,2021-03-20 11:51:22,20210320,1,92 -fb-survey,smoothed_spent_time_1d,day,hrr,2020-09-08,2021-03-11,306,16.0805861,68.0147059,36.3163891,6.8526953,2021-03-17 18:57:58,20210317,2,92 -fb-survey,smoothed_spent_time_1d,day,msa,2020-09-08,2021-03-14,370,14.7522808,71.5605842,36.4135148,6.9560007,2021-03-19 11:51:41,20210319,1,92 -fb-survey,smoothed_spent_time_1d,day,nation,2020-09-08,2021-03-18,1,27.3592369,45.4855762,35.6599339,5.2053241,2021-03-23 11:53:36,20210323,2,98 -fb-survey,smoothed_spent_time_1d,day,state,2020-09-08,2021-03-15,51,20.9839357,61.1029307,36.1353946,6.4029348,2021-03-20 11:52:11,20210320,2,92 -fb-survey,smoothed_spent_time_indoors_1d,day,county,2021-03-02,2022-06-27,670,13.6185427,68.0766531,42.5816393,6.7250815,2022-07-01 14:59:47,20220701,1,63 -fb-survey,smoothed_spent_time_indoors_1d,day,hrr,2021-03-02,2022-06-27,306,13.8980263,69.4174757,43.5116699,6.3400205,2022-07-01 15:00:01,20220701,1,63 -fb-survey,smoothed_spent_time_indoors_1d,day,msa,2021-03-02,2022-06-27,349,15.7098596,67.506316,43.1458971,6.3721644,2022-07-01 15:00:15,20220701,1,63 -fb-survey,smoothed_spent_time_indoors_1d,day,nation,2021-03-02,2022-06-27,1,31.7669627,50.1394421,43.013888,4.2230405,2022-07-01 15:00:24,20220701,1,63 -fb-survey,smoothed_spent_time_indoors_1d,day,state,2021-03-02,2022-06-27,51,19.5478723,62.0851589,44.0493843,5.8402787,2022-07-01 15:00:29,20220701,1,63 -fb-survey,smoothed_tested_14d,day,county,2020-09-08,2022-06-27,802,0.3763116,60.1618463,13.3762443,7.1632356,2022-07-01 14:59:47,20220701,1,92 -fb-survey,smoothed_tested_14d,day,hrr,2020-09-08,2022-06-27,306,0.3759398,54.8507463,13.3679335,6.8422179,2022-07-01 15:00:01,20220701,1,92 -fb-survey,smoothed_tested_14d,day,msa,2020-09-08,2022-06-27,366,0.468327,51.7699115,13.0237435,6.7146357,2022-07-01 15:00:15,20220701,1,92 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-fb-survey,smoothed_vaccine_barrier_travel_tried,day,nation,2021-07-30,2022-06-27,1,5.7207207,12.8428928,8.9029412,1.1810141,2022-07-01 15:00:24,20220701,1,63 -fb-survey,smoothed_vaccine_barrier_travel_tried,day,state,2021-08-03,2022-06-25,12,1.2295082,18.5714286,8.7099007,2.4872125,2022-07-01 15:00:29,20220701,4,63 -fb-survey,smoothed_vaccine_barrier_type,day,county,2021-06-04,2022-02-18,552,0.089973,8.1956702,1.610522,0.8393325,2022-02-23 13:51:47,20220223,1,63 -fb-survey,smoothed_vaccine_barrier_type,day,hrr,2021-06-04,2022-02-17,305,0.0972763,7.3076923,1.5309233,0.715867,2022-02-22 13:53:59,20220222,1,63 -fb-survey,smoothed_vaccine_barrier_type,day,msa,2021-06-04,2022-02-18,313,0.0968473,6.5927803,1.5741514,0.791608,2022-02-23 13:53:27,20220223,1,63 -fb-survey,smoothed_vaccine_barrier_type,day,nation,2021-06-04,2022-02-19,1,1.1825434,1.6420401,1.3921341,0.1157517,2022-02-24 13:53:45,20220224,4,63 -fb-survey,smoothed_vaccine_barrier_type,day,state,2021-06-04,2022-02-18,51,0.0977181,5.5555556,1.4302324,0.4559309,2022-02-23 13:54:04,20220223,1,63 -fb-survey,smoothed_vaccine_barrier_type_has,day,county,2021-07-30,2022-02-18,543,0.0844816,8.1956702,1.4941047,0.8107602,2022-02-23 13:51:48,20220223,1,63 -fb-survey,smoothed_vaccine_barrier_type_has,day,hrr,2021-07-30,2022-02-17,305,0.0656168,7.0833333,1.3981259,0.6820114,2022-02-22 13:53:59,20220222,1,63 -fb-survey,smoothed_vaccine_barrier_type_has,day,msa,2021-07-30,2022-02-18,309,0.0748156,6.6355468,1.4512263,0.7542395,2022-02-23 13:53:27,20220223,1,63 -fb-survey,smoothed_vaccine_barrier_type_has,day,nation,2021-07-30,2022-02-19,1,1.0812169,1.5205417,1.2706392,0.1295485,2022-02-24 13:53:45,20220224,4,63 -fb-survey,smoothed_vaccine_barrier_type_has,day,state,2021-07-30,2022-02-18,51,0.1533611,5.5147059,1.3152611,0.4553999,2022-02-23 13:54:04,20220223,1,63 -fb-survey,smoothed_vaccine_barrier_type_tried,day,county,2021-08-03,2022-06-25,12,1.4150943,18.8073567,9.1664236,2.8972503,2022-07-01 14:59:48,20220701,4,63 -fb-survey,smoothed_vaccine_barrier_type_tried,day,msa,2021-08-08,2021-09-19,1,4.0540541,16.8043411,10.5407313,2.9851787,2021-09-24 16:03:48,20210924,4,5 -fb-survey,smoothed_vaccine_barrier_type_tried,day,nation,2021-07-30,2022-06-27,1,4.7511312,11.8908717,8.6288494,1.6365705,2022-07-01 15:00:24,20220701,1,63 -fb-survey,smoothed_vaccine_barrier_type_tried,day,state,2021-08-03,2022-06-25,12,1.4150943,18.8073567,9.1664236,2.8972503,2022-07-01 15:00:29,20220701,4,63 -fb-survey,smoothed_vaccine_likely_doctors,day,county,2021-02-09,2021-08-08,499,10.0877193,76.1171225,49.4473551,12.3379084,2021-08-13 12:54:49,20210813,3,36 -fb-survey,smoothed_vaccine_likely_doctors,day,hrr,2021-02-09,2021-08-06,300,10.0,72.8346457,44.8051056,12.38183,2021-08-11 12:56:41,20210811,3,36 -fb-survey,smoothed_vaccine_likely_doctors,day,msa,2021-02-09,2021-08-07,279,13.8025059,74.4208546,47.6736194,11.3222861,2021-08-12 12:55:07,20210812,3,36 -fb-survey,smoothed_vaccine_likely_doctors,day,nation,2021-02-09,2021-08-08,1,15.0137741,57.4757322,32.982267,14.3115867,2021-08-13 12:57:01,20210813,5,36 -fb-survey,smoothed_vaccine_likely_doctors,day,state,2021-02-09,2021-08-08,51,10.0877193,70.8333333,39.1449691,14.1476476,2021-08-13 12:57:13,20210813,4,36 -fb-survey,smoothed_vaccine_likely_friends,day,county,2020-12-20,2021-08-08,751,3.153156,66.526861,30.7689956,6.4005158,2021-08-13 12:54:49,20210813,1,44 -fb-survey,smoothed_vaccine_likely_friends,day,hrr,2020-12-20,2021-08-06,306,4.2056075,51.1345219,28.8506326,6.9707711,2021-08-11 12:56:41,20210811,1,44 -fb-survey,smoothed_vaccine_likely_friends,day,msa,2020-12-20,2021-08-07,361,5.9302582,66.526861,30.0973197,6.2276946,2021-08-12 12:55:07,20210812,1,44 -fb-survey,smoothed_vaccine_likely_friends,day,nation,2020-12-20,2021-08-08,1,8.1325301,35.6698352,22.5519584,8.9606623,2021-08-13 12:57:01,20210813,1,44 -fb-survey,smoothed_vaccine_likely_friends,day,state,2020-12-20,2021-08-08,51,3.153156,43.705036,25.9574765,8.0666818,2021-08-13 12:57:13,20210813,1,44 -fb-survey,smoothed_vaccine_likely_govt_health,day,county,2020-12-20,2021-08-08,742,0.7853411,57.2713451,27.94411,8.4329969,2021-08-13 12:54:49,20210813,1,44 -fb-survey,smoothed_vaccine_likely_govt_health,day,hrr,2020-12-20,2021-08-06,306,0.2808989,51.0050251,24.3987587,9.1961155,2021-08-11 12:56:41,20210811,1,44 -fb-survey,smoothed_vaccine_likely_govt_health,day,msa,2020-12-20,2021-08-07,357,0.4778977,57.2713451,26.4296118,8.1222121,2021-08-12 12:55:07,20210812,1,44 -fb-survey,smoothed_vaccine_likely_govt_health,day,nation,2020-12-20,2021-08-08,1,4.5625588,32.6689515,17.496919,10.7038787,2021-08-13 12:57:01,20210813,1,44 -fb-survey,smoothed_vaccine_likely_govt_health,day,state,2020-12-20,2021-08-08,51,0.7853411,52.7355623,21.2855925,10.5504383,2021-08-13 12:57:13,20210813,1,44 -fb-survey,smoothed_vaccine_likely_local_health,day,county,2020-12-20,2021-03-16,745,26.24565,75.1120367,48.9511738,7.3016421,2021-03-21 11:51:18,20210321,1,44 -fb-survey,smoothed_vaccine_likely_local_health,day,hrr,2020-12-20,2021-03-16,306,25.2066116,72.8346457,47.83705,6.7536595,2021-03-21 11:51:38,20210321,1,44 -fb-survey,smoothed_vaccine_likely_local_health,day,msa,2020-12-20,2021-03-16,359,23.8470868,74.4208546,48.0575028,6.9318554,2021-03-21 11:51:53,20210321,1,44 -fb-survey,smoothed_vaccine_likely_local_health,day,nation,2020-12-20,2021-03-16,1,43.7109827,55.4070143,48.0588917,3.7162158,2021-03-21 11:52:03,20210321,1,44 -fb-survey,smoothed_vaccine_likely_local_health,day,state,2020-12-20,2021-03-16,51,33.2117276,69.0384615,48.1388887,5.6502356,2021-03-21 11:52:07,20210321,1,44 -fb-survey,smoothed_vaccine_likely_politicians,day,county,2020-12-20,2021-08-08,737,0.1746492,26.9911504,8.3444449,3.195418,2021-08-13 12:54:49,20210813,1,44 -fb-survey,smoothed_vaccine_likely_politicians,day,hrr,2020-12-20,2021-08-06,306,0.2272727,24.7483221,7.4386285,3.2121305,2021-08-11 12:56:41,20210811,1,44 -fb-survey,smoothed_vaccine_likely_politicians,day,msa,2020-12-20,2021-08-07,355,0.3346528,26.9911504,7.9565478,3.006893,2021-08-12 12:55:07,20210812,1,44 -fb-survey,smoothed_vaccine_likely_politicians,day,nation,2020-12-20,2021-08-08,1,1.5060241,11.4366016,5.5693465,2.8222082,2021-08-13 12:57:02,20210813,1,44 -fb-survey,smoothed_vaccine_likely_politicians,day,state,2020-12-20,2021-08-08,51,0.1746492,17.5213675,6.3748656,3.05711,2021-08-13 12:57:13,20210813,1,44 -fb-survey,smoothed_vaccine_likely_who,day,county,2020-12-20,2021-08-08,740,0.446429,66.3109178,33.3675918,9.3569758,2021-08-13 12:54:49,20210813,1,44 -fb-survey,smoothed_vaccine_likely_who,day,hrr,2020-12-20,2021-08-06,306,1.1627907,55.8035714,29.2818528,10.2287551,2021-08-11 12:56:41,20210811,1,44 -fb-survey,smoothed_vaccine_likely_who,day,msa,2020-12-20,2021-08-07,358,2.4494854,66.3109178,31.6781534,9.1187129,2021-08-12 12:55:07,20210812,1,44 -fb-survey,smoothed_vaccine_likely_who,day,nation,2020-12-20,2021-08-08,1,6.0055866,38.0303287,21.4038496,12.2805028,2021-08-13 12:57:02,20210813,1,44 -fb-survey,smoothed_vaccine_likely_who,day,state,2020-12-20,2021-08-08,51,0.446429,53.6697248,25.7658503,11.8174175,2021-08-13 12:57:13,20210813,1,44 -fb-survey,smoothed_waccept_covid_vaccine,day,county,2020-12-20,2021-08-08,757,5.5129622,97.870641,66.0580867,14.0404841,2021-08-13 12:54:49,20210813,1,44 -fb-survey,smoothed_waccept_covid_vaccine,day,hrr,2020-12-20,2021-08-06,306,7.4194386,92.2765863,59.4900189,16.0280356,2021-08-11 12:56:41,20210811,2,44 -fb-survey,smoothed_waccept_covid_vaccine,day,msa,2020-12-20,2021-08-07,362,12.5714633,94.2368448,63.3494856,13.7346661,2021-08-12 12:55:07,20210812,2,44 -fb-survey,smoothed_waccept_covid_vaccine,day,nation,2020-12-20,2021-08-08,1,18.817232,72.3950775,46.6116003,20.8746104,2021-08-13 12:57:02,20210813,2,44 -fb-survey,smoothed_waccept_covid_vaccine,day,state,2020-12-20,2021-08-08,51,4.9483086,90.1603424,54.0691718,19.8609629,2021-08-13 12:57:13,20210813,2,44 -fb-survey,smoothed_waccept_covid_vaccine_no_appointment,day,county,2021-05-20,2022-06-25,92,1.9621445,51.8041321,15.9275517,6.3108907,2022-07-01 14:59:48,20220701,1,63 -fb-survey,smoothed_waccept_covid_vaccine_no_appointment,day,hrr,2021-05-21,2022-06-25,168,0.7547466,49.4541847,16.2010369,6.3770804,2022-07-01 15:00:02,20220701,4,63 -fb-survey,smoothed_waccept_covid_vaccine_no_appointment,day,msa,2021-05-21,2022-06-25,95,2.249612,45.3519778,18.0377986,6.466073,2022-07-01 15:00:16,20220701,4,63 -fb-survey,smoothed_waccept_covid_vaccine_no_appointment,day,nation,2021-05-20,2022-06-25,1,10.4274394,23.3994974,15.4930607,3.2887433,2022-07-01 15:00:24,20220701,4,63 -fb-survey,smoothed_waccept_covid_vaccine_no_appointment,day,state,2021-05-20,2022-06-25,48,1.9655254,39.2329928,14.6925324,4.9371229,2022-07-01 15:00:29,20220701,4,63 -fb-survey,smoothed_want_info_children_education,day,county,2021-05-20,2022-06-27,356,0.292383,26.7536765,7.0127867,2.864715,2022-07-01 14:59:48,20220701,1,110 -fb-survey,smoothed_want_info_children_education,day,hrr,2021-05-20,2022-06-27,289,0.2057613,27.245509,6.3816345,2.642789,2022-07-01 15:00:02,20220701,1,110 -fb-survey,smoothed_want_info_children_education,day,msa,2021-05-20,2022-06-27,215,0.3082662,26.7536765,6.6363243,2.5761019,2022-07-01 15:00:16,20220701,1,110 -fb-survey,smoothed_want_info_children_education,day,nation,2021-05-20,2022-06-27,1,4.7020262,9.2231027,6.2735628,1.1294743,2022-07-01 15:00:24,20220701,1,110 -fb-survey,smoothed_want_info_children_education,day,state,2021-05-20,2022-06-27,51,0.292383,14.3312102,6.0090845,1.8519251,2022-07-01 15:00:29,20220701,1,110 -fb-survey,smoothed_want_info_covid_treatment,day,county,2021-05-20,2022-06-27,356,1.4053773,42.5223747,16.9226441,5.0390211,2022-07-01 14:59:49,20220701,1,110 -fb-survey,smoothed_want_info_covid_treatment,day,hrr,2021-05-20,2022-06-27,289,1.4851485,42.0634921,16.0125135,4.8079735,2022-07-01 15:00:02,20220701,1,110 -fb-survey,smoothed_want_info_covid_treatment,day,msa,2021-05-20,2022-06-27,215,1.8517106,42.5223747,16.2667497,4.5954309,2022-07-01 15:00:16,20220701,1,110 -fb-survey,smoothed_want_info_covid_treatment,day,nation,2021-05-20,2022-06-27,1,10.7587226,20.7647801,15.9285186,2.4392903,2022-07-01 15:00:24,20220701,1,110 -fb-survey,smoothed_want_info_covid_treatment,day,state,2021-05-20,2022-06-27,51,3.1963884,30.7073955,15.1905065,3.8033128,2022-07-01 15:00:30,20220701,1,110 -fb-survey,smoothed_want_info_covid_variants,day,county,2021-05-20,2022-06-27,356,9.9450938,59.2105263,30.0691266,6.369749,2022-07-01 14:59:49,20220701,1,110 -fb-survey,smoothed_want_info_covid_variants,day,hrr,2021-05-20,2022-06-27,289,8.7155963,56.870229,28.3618946,6.0456638,2022-07-01 15:00:03,20220701,1,110 -fb-survey,smoothed_want_info_covid_variants,day,msa,2021-05-20,2022-06-27,215,10.1626016,56.2121965,29.1274182,5.6638149,2022-07-01 15:00:16,20220701,1,110 -fb-survey,smoothed_want_info_covid_variants,day,nation,2021-05-20,2022-06-27,1,23.8576204,35.6623138,28.330415,3.6500218,2022-07-01 15:00:24,20220701,1,110 -fb-survey,smoothed_want_info_covid_variants,day,state,2021-05-20,2022-06-27,51,10.2893984,56.3333333,27.6558104,5.2112761,2022-07-01 15:00:30,20220701,1,110 -fb-survey,smoothed_want_info_employment,day,county,2021-05-20,2022-06-27,356,1.4388448,36.3726699,12.2492124,3.8852418,2022-07-01 14:59:49,20220701,1,110 -fb-survey,smoothed_want_info_employment,day,hrr,2021-05-20,2022-06-27,289,0.9677419,36.5546218,11.4345241,3.5491991,2022-07-01 15:00:03,20220701,1,110 -fb-survey,smoothed_want_info_employment,day,msa,2021-05-20,2022-06-27,215,1.9324695,30.9461033,11.6497749,3.2481646,2022-07-01 15:00:16,20220701,1,110 -fb-survey,smoothed_want_info_employment,day,nation,2021-05-20,2022-06-27,1,10.1910503,13.3775563,11.4582718,0.6803773,2022-07-01 15:00:24,20220701,1,110 -fb-survey,smoothed_want_info_employment,day,state,2021-05-20,2022-06-27,51,2.9337088,26.8867925,11.0159707,2.3575706,2022-07-01 15:00:30,20220701,1,110 -fb-survey,smoothed_want_info_mental_health,day,county,2021-05-20,2022-06-27,356,3.1746896,43.9178544,17.7406165,4.5729407,2022-07-01 14:59:49,20220701,1,110 -fb-survey,smoothed_want_info_mental_health,day,hrr,2021-05-20,2022-06-27,289,3.1818182,42.6470588,16.3982002,4.1182599,2022-07-01 15:00:03,20220701,1,110 -fb-survey,smoothed_want_info_mental_health,day,msa,2021-05-20,2022-06-27,215,2.3437507,34.2304711,16.9363154,3.6782336,2022-07-01 15:00:16,20220701,1,110 -fb-survey,smoothed_want_info_mental_health,day,nation,2021-05-20,2022-06-27,1,14.5375447,18.8447319,16.4466123,1.1649872,2022-07-01 15:00:24,20220701,1,110 -fb-survey,smoothed_want_info_mental_health,day,state,2021-05-20,2022-06-27,51,3.719248,40.2777778,15.9318057,2.9641107,2022-07-01 15:00:30,20220701,1,110 -fb-survey,smoothed_want_info_none,day,county,2021-05-20,2022-06-27,356,20.8977189,77.9063881,53.7784648,7.7416368,2022-07-01 14:59:49,20220701,1,110 -fb-survey,smoothed_want_info_none,day,hrr,2021-05-20,2022-06-27,289,20.0980392,81.5972222,56.0661219,7.4493639,2022-07-01 15:00:03,20220701,1,110 -fb-survey,smoothed_want_info_none,day,msa,2021-05-20,2022-06-27,215,25.7396921,79.6946137,55.2334389,6.4329903,2022-07-01 15:00:17,20220701,1,110 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-fb-survey,smoothed_wchild_vaccine_yes_def,day,state,2022-03-23,2022-06-25,37,2.1186163,21.1909033,10.4101784,2.9826273,2022-07-01 15:00:30,20220701,5,14 -fb-survey,smoothed_wchild_vaccine_yes_prob,day,county,2022-03-23,2022-06-25,42,2.0424379,31.4796574,9.2936985,2.6844099,2022-07-01 14:59:50,20220701,2,14 -fb-survey,smoothed_wchild_vaccine_yes_prob,day,hrr,2022-03-23,2022-06-25,26,0.691977,20.5647176,9.8696827,3.5168507,2022-07-01 15:00:04,20220701,5,14 -fb-survey,smoothed_wchild_vaccine_yes_prob,day,msa,2022-03-23,2022-06-25,25,0.4799777,29.4699392,9.5424162,3.4489601,2022-07-01 15:00:17,20220701,5,14 -fb-survey,smoothed_wchild_vaccine_yes_prob,day,nation,2022-03-23,2022-06-25,1,8.6658626,10.7875198,9.5324634,0.5198739,2022-07-01 15:00:24,20220701,5,14 -fb-survey,smoothed_wchild_vaccine_yes_prob,day,state,2022-03-23,2022-06-25,37,2.3405869,24.943663,9.4232714,2.6527993,2022-07-01 15:00:30,20220701,5,14 -fb-survey,smoothed_wcli,day,county,2020-04-06,2022-06-25,1526,0.0,12.4607029,1.0803173,1.0576451,2022-07-01 14:59:50,20220701,1,150 -fb-survey,smoothed_wcli,day,hrr,2020-04-06,2022-06-25,306,0.0,11.368826,1.3430584,1.1431207,2022-07-01 15:00:04,20220701,4,150 -fb-survey,smoothed_wcli,day,msa,2020-04-06,2022-06-25,382,0.0,12.315809,1.2456075,1.139489,2022-07-01 15:00:17,20220701,2,150 -fb-survey,smoothed_wcli,day,nation,2020-04-06,2022-06-25,1,0.4333632,4.9091597,1.3585842,0.8899842,2022-07-01 15:00:24,20220701,4,253 -fb-survey,smoothed_wcli,day,state,2020-04-06,2022-06-25,52,0.0,7.8319654,1.3995695,1.0437276,2022-07-01 15:00:30,20220701,2,150 -fb-survey,smoothed_wcovid_vaccinated,day,county,2021-01-06,2022-06-25,753,0.8910405,99.8049673,69.4271347,24.3495736,2022-07-01 14:59:50,20220701,1,63 -fb-survey,smoothed_wcovid_vaccinated,day,hrr,2021-01-06,2022-06-25,306,0.4950495,99.6638645,69.9244811,21.2110823,2022-07-01 15:00:04,20220701,4,63 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15:00:18,20220701,4,63 -fb-survey,smoothed_wdepressed_7d,day,nation,2021-03-02,2022-06-25,1,10.4776671,14.1366129,12.1188847,0.8910695,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_wdepressed_7d,day,state,2021-03-02,2022-06-25,51,2.3550117,25.1595585,12.4805467,2.4135102,2022-07-01 15:00:30,20220701,4,63 -fb-survey,smoothed_wdontneed_reason_dont_spend_time,day,county,2021-02-09,2022-06-25,45,4.8069079,41.638098,21.9202099,4.6762479,2022-07-01 14:59:50,20220701,1,63 -fb-survey,smoothed_wdontneed_reason_dont_spend_time,day,hrr,2021-02-12,2022-06-19,31,9.9711569,44.4861606,24.7468069,5.8217915,2022-06-24 12:53:02,20220624,4,63 -fb-survey,smoothed_wdontneed_reason_dont_spend_time,day,msa,2021-02-11,2022-06-25,19,7.4195413,46.0042971,23.6468721,5.8843849,2022-07-01 15:00:18,20220701,4,63 -fb-survey,smoothed_wdontneed_reason_dont_spend_time,day,nation,2021-02-09,2022-06-25,1,17.8199425,28.8839544,21.9804576,2.3640941,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_wdontneed_reason_dont_spend_time,day,state,2021-02-09,2022-06-25,41,4.6072304,43.2226214,22.2710091,4.9543433,2022-07-01 15:00:30,20220701,4,63 -fb-survey,smoothed_wdontneed_reason_had_covid,day,county,2021-02-09,2022-06-25,45,6.4677091,65.2771888,33.6084413,11.9811943,2022-07-01 14:59:50,20220701,1,63 -fb-survey,smoothed_wdontneed_reason_had_covid,day,hrr,2021-02-12,2022-06-19,31,6.3880598,63.0488653,26.670035,11.0511897,2022-06-24 12:53:02,20220624,4,63 -fb-survey,smoothed_wdontneed_reason_had_covid,day,msa,2021-02-11,2022-06-25,19,3.4951517,61.2004784,31.4099448,11.9218944,2022-07-01 15:00:18,20220701,4,63 -fb-survey,smoothed_wdontneed_reason_had_covid,day,nation,2021-02-09,2022-06-25,1,15.4693496,49.333232,34.2132441,11.0045891,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_wdontneed_reason_had_covid,day,state,2021-02-09,2022-06-25,41,7.1861593,67.6858431,33.5523795,12.0913472,2022-07-01 15:00:31,20220701,4,63 -fb-survey,smoothed_wdontneed_reason_not_beneficial,day,county,2021-02-09,2022-06-25,45,8.757518,45.048068,23.041627,4.2782189,2022-07-01 14:59:50,20220701,1,63 -fb-survey,smoothed_wdontneed_reason_not_beneficial,day,hrr,2021-02-12,2022-06-19,31,7.6811651,43.0085034,21.9911531,5.330986,2022-06-24 12:53:02,20220624,4,63 -fb-survey,smoothed_wdontneed_reason_not_beneficial,day,msa,2021-02-11,2022-06-25,19,7.4701214,46.4618394,23.0991627,5.6430603,2022-07-01 15:00:18,20220701,4,63 -fb-survey,smoothed_wdontneed_reason_not_beneficial,day,nation,2021-02-09,2022-06-25,1,19.7489267,28.7219516,23.4715732,2.1884121,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_wdontneed_reason_not_beneficial,day,state,2021-02-09,2022-06-25,41,7.9491028,46.8476055,23.3250687,4.6860318,2022-07-01 15:00:31,20220701,4,63 -fb-survey,smoothed_wdontneed_reason_not_high_risk,day,county,2021-02-09,2022-06-25,45,24.4894394,61.4067069,41.6971633,4.7507984,2022-07-01 14:59:51,20220701,1,63 -fb-survey,smoothed_wdontneed_reason_not_high_risk,day,hrr,2021-02-12,2022-06-19,31,26.5531661,67.4840315,44.4681033,5.8794146,2022-06-24 12:53:02,20220624,4,63 -fb-survey,smoothed_wdontneed_reason_not_high_risk,day,msa,2021-02-11,2022-06-25,19,25.8539208,65.0524872,45.1182106,5.67112,2022-07-01 15:00:18,20220701,4,63 -fb-survey,smoothed_wdontneed_reason_not_high_risk,day,nation,2021-02-09,2022-06-25,1,39.4646443,45.9354591,43.1617633,1.150104,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_wdontneed_reason_not_high_risk,day,state,2021-02-09,2022-06-25,41,22.3975978,66.4215331,43.1280253,5.1640465,2022-07-01 15:00:31,20220701,4,63 -fb-survey,smoothed_wdontneed_reason_not_serious,day,county,2021-02-09,2022-06-25,45,17.9707159,68.0319998,41.6497756,6.1898686,2022-07-01 14:59:51,20220701,1,63 -fb-survey,smoothed_wdontneed_reason_not_serious,day,hrr,2021-02-12,2022-06-19,31,19.4349471,69.3430387,40.6714652,7.2109532,2022-06-24 12:53:02,20220624,4,63 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-fb-survey,smoothed_wdontneed_reason_other,day,nation,2021-02-09,2022-06-25,1,20.1605447,34.161327,29.544848,2.4247603,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_wdontneed_reason_other,day,state,2021-02-09,2022-06-25,41,12.3992662,53.0852128,29.8537186,5.0127981,2022-07-01 15:00:31,20220701,4,63 -fb-survey,smoothed_wdontneed_reason_precautions,day,county,2021-02-09,2022-06-25,45,1.923726,54.9464813,16.0300924,6.6137832,2022-07-01 14:59:51,20220701,1,63 -fb-survey,smoothed_wdontneed_reason_precautions,day,hrr,2021-02-12,2022-06-19,31,5.4724325,45.5438936,21.1476736,6.93477,2022-06-24 12:53:02,20220624,4,63 -fb-survey,smoothed_wdontneed_reason_precautions,day,msa,2021-02-11,2022-06-25,19,2.3014576,47.8203937,22.1245488,8.1906234,2022-07-01 15:00:18,20220701,4,63 -fb-survey,smoothed_wdontneed_reason_precautions,day,nation,2021-02-09,2022-06-25,1,9.0930202,29.2971249,15.8323641,4.4888581,2022-07-01 15:00:25,20220701,4,63 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-fb-survey,smoothed_whesitancy_reason_cost,day,county,2021-02-09,2022-06-25,269,0.2155175,18.8500985,4.4164383,2.4268497,2022-07-01 14:59:51,20220701,1,63 -fb-survey,smoothed_whesitancy_reason_cost,day,hrr,2021-02-09,2022-06-25,264,0.210084,22.5738707,4.4567295,2.6283793,2022-07-01 15:00:05,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_cost,day,msa,2021-02-09,2022-06-25,182,0.2389865,30.2682761,4.5971638,2.6835099,2022-07-01 15:00:18,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_cost,day,nation,2021-02-09,2022-06-25,1,2.6631177,7.3851319,3.6734228,0.9999892,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_cost,day,state,2021-02-09,2022-06-25,50,0.2155175,19.5888963,3.9081734,1.8891713,2022-07-01 15:00:31,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_dislike_vaccines,day,county,2021-02-09,2021-12-24,269,2.277526,31.8960027,12.2722454,3.0982688,2022-02-02 20:52:03,20220202,1,63 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15:00:05,20220701,4,14 -fb-survey,smoothed_whesitancy_reason_dislike_vaccines_generally,day,msa,2021-12-20,2022-06-25,62,7.449434,39.3582203,19.7361241,4.239746,2022-07-01 15:00:18,20220701,4,14 -fb-survey,smoothed_whesitancy_reason_dislike_vaccines_generally,day,nation,2021-12-19,2022-06-25,1,18.4809393,20.770861,19.4847267,0.5453515,2022-07-01 15:00:25,20220701,4,14 -fb-survey,smoothed_whesitancy_reason_dislike_vaccines_generally,day,state,2021-12-19,2022-06-25,47,6.3902943,37.7316319,19.7005006,3.5149921,2022-07-01 15:00:31,20220701,4,14 -fb-survey,smoothed_whesitancy_reason_distrust_gov,day,county,2021-02-09,2022-06-25,269,3.8733198,65.8024308,37.8863748,10.7702842,2022-07-01 14:59:51,20220701,1,63 -fb-survey,smoothed_whesitancy_reason_distrust_gov,day,hrr,2021-02-09,2022-06-25,264,3.3445575,71.8676246,38.8326416,10.2987714,2022-07-01 15:00:05,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_distrust_gov,day,msa,2021-02-09,2022-06-25,182,9.5565973,68.8416246,36.4859949,9.9437057,2022-07-01 15:00:18,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_distrust_gov,day,nation,2021-02-09,2022-06-25,1,23.504747,49.1555014,42.2244957,6.8273849,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_distrust_gov,day,state,2021-02-09,2022-06-25,50,12.450454,67.7544202,42.9135451,8.2286108,2022-07-01 15:00:31,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_distrust_vaccines,day,county,2021-02-09,2022-06-25,269,6.3373338,72.3097565,39.4005133,12.0524336,2022-07-01 14:59:51,20220701,1,36 -fb-survey,smoothed_whesitancy_reason_distrust_vaccines,day,hrr,2021-02-09,2022-06-25,264,6.5432548,75.041397,39.0969708,10.9974265,2022-07-01 15:00:05,20220701,4,36 -fb-survey,smoothed_whesitancy_reason_distrust_vaccines,day,msa,2021-02-09,2022-06-25,182,10.5496022,71.8766845,37.263145,10.5672901,2022-07-01 15:00:18,20220701,4,36 -fb-survey,smoothed_whesitancy_reason_distrust_vaccines,day,nation,2021-02-09,2022-06-25,1,26.3299411,54.8598449,45.6359383,8.2569509,2022-07-01 15:00:25,20220701,4,36 -fb-survey,smoothed_whesitancy_reason_distrust_vaccines,day,state,2021-02-09,2022-06-25,50,14.2122894,76.4828356,45.7552156,10.0603843,2022-07-01 15:00:31,20220701,4,36 -fb-survey,smoothed_whesitancy_reason_health_condition,day,county,2021-02-09,2021-08-08,269,2.68867,25.7398773,11.1342754,2.856906,2021-08-13 12:54:56,20210813,1,36 -fb-survey,smoothed_whesitancy_reason_health_condition,day,hrr,2021-02-09,2021-08-06,264,2.4427752,25.2297164,11.1467825,2.8554226,2021-08-11 12:56:47,20210811,5,36 -fb-survey,smoothed_whesitancy_reason_health_condition,day,msa,2021-02-09,2021-08-07,182,2.7694866,25.1692907,10.9455353,2.7274129,2021-08-12 12:55:11,20210812,5,36 -fb-survey,smoothed_whesitancy_reason_health_condition,day,nation,2021-02-09,2021-08-08,1,9.5538471,18.3521122,12.0427154,1.6547789,2021-08-13 12:57:02,20210813,5,36 -fb-survey,smoothed_whesitancy_reason_health_condition,day,state,2021-02-09,2021-08-08,50,3.9640995,24.0387993,11.3925431,2.3043261,2021-08-13 12:57:15,20210813,5,36 -fb-survey,smoothed_whesitancy_reason_ineffective,day,county,2021-02-09,2022-06-25,269,6.5269903,48.9568179,24.5260072,5.1911112,2022-07-01 14:59:51,20220701,1,63 -fb-survey,smoothed_whesitancy_reason_ineffective,day,hrr,2021-02-09,2022-06-25,264,6.6947907,53.7090555,24.7984946,5.8600366,2022-07-01 15:00:05,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_ineffective,day,msa,2021-02-09,2022-06-25,182,7.1164823,54.484413,24.207075,5.7743426,2022-07-01 15:00:18,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_ineffective,day,nation,2021-02-09,2022-06-25,1,19.6582346,30.2768264,25.7284686,3.2087039,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_ineffective,day,state,2021-02-09,2022-06-25,50,11.6209221,52.298582,26.1078927,4.7044414,2022-07-01 15:00:31,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_low_priority,day,county,2021-02-09,2022-06-25,269,0.4767117,54.3332284,16.5565188,10.1101,2022-07-01 14:59:51,20220701,1,63 -fb-survey,smoothed_whesitancy_reason_low_priority,day,hrr,2021-02-09,2022-06-25,264,0.2564103,55.2657496,16.2136318,9.2827039,2022-07-01 15:00:05,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_low_priority,day,msa,2021-02-09,2022-06-25,182,0.7518824,50.675307,17.5177984,9.6695686,2022-07-01 15:00:18,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_low_priority,day,nation,2021-02-09,2022-06-25,1,7.006092,31.3399911,12.2879791,6.5081071,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_low_priority,day,state,2021-02-09,2022-06-25,50,1.2616671,42.2415841,12.8269855,7.4064772,2022-07-01 15:00:31,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_not_recommended,day,county,2021-02-09,2021-08-08,269,0.386761,21.8109183,7.9178619,2.5124111,2021-08-13 12:54:56,20210813,1,36 -fb-survey,smoothed_whesitancy_reason_not_recommended,day,hrr,2021-02-09,2021-08-06,264,0.8121502,30.0649677,8.0934786,2.5632542,2021-08-11 12:56:47,20210811,5,36 -fb-survey,smoothed_whesitancy_reason_not_recommended,day,msa,2021-02-09,2021-08-07,182,0.9687711,23.2912513,8.0287888,2.6217481,2021-08-12 12:55:12,20210812,5,36 -fb-survey,smoothed_whesitancy_reason_not_recommended,day,nation,2021-02-09,2021-08-08,1,4.5181873,11.9337068,8.6093731,1.3868421,2021-08-13 12:57:02,20210813,5,36 -fb-survey,smoothed_whesitancy_reason_not_recommended,day,state,2021-02-09,2021-08-08,50,2.5668931,19.2062301,8.3460955,1.9810811,2021-08-13 12:57:15,20210813,5,36 -fb-survey,smoothed_whesitancy_reason_other,day,county,2021-02-09,2022-06-25,269,1.4372991,42.8244651,17.6983098,6.0368779,2022-07-01 14:59:51,20220701,1,63 -fb-survey,smoothed_whesitancy_reason_other,day,hrr,2021-02-09,2022-06-25,264,2.6860797,50.8660928,17.8413979,6.3624422,2022-07-01 15:00:05,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_other,day,msa,2021-02-09,2022-06-25,182,2.0627923,54.7826929,17.2250361,6.2453655,2022-07-01 15:00:18,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_other,day,nation,2021-02-09,2022-06-25,1,9.9303692,24.9020614,19.1013047,3.9091196,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_other,day,state,2021-02-09,2022-06-25,50,5.8651725,46.0061502,19.556545,5.1331531,2022-07-01 15:00:31,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_pregnant,day,county,2021-02-09,2021-08-08,269,0.3552191,19.4539214,5.6342949,1.9918921,2021-08-13 12:54:56,20210813,1,36 -fb-survey,smoothed_whesitancy_reason_pregnant,day,hrr,2021-02-09,2021-08-06,264,0.3546099,19.0082655,5.627179,2.1027593,2021-08-11 12:56:47,20210811,5,36 -fb-survey,smoothed_whesitancy_reason_pregnant,day,msa,2021-02-09,2021-08-07,182,0.3552191,19.4539214,5.6632815,2.0533325,2021-08-12 12:55:12,20210812,5,36 -fb-survey,smoothed_whesitancy_reason_pregnant,day,nation,2021-02-09,2021-08-08,1,4.6500787,9.8490779,6.0507347,0.9728403,2021-08-13 12:57:02,20210813,5,36 -fb-survey,smoothed_whesitancy_reason_pregnant,day,state,2021-02-09,2021-08-08,50,0.4761905,19.0831092,5.8217579,1.7396931,2021-08-13 12:57:15,20210813,5,36 -fb-survey,smoothed_whesitancy_reason_religious,day,county,2021-02-09,2022-06-25,269,0.2360437,37.2408044,9.7295569,5.6347867,2022-07-01 14:59:51,20220701,1,63 -fb-survey,smoothed_whesitancy_reason_religious,day,hrr,2021-02-09,2022-06-25,264,0.2145923,41.0601024,9.8180712,5.9566815,2022-07-01 15:00:05,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_religious,day,msa,2021-02-09,2022-06-25,182,0.2575795,41.411229,9.1957266,5.6983165,2022-07-01 15:00:18,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_religious,day,nation,2021-02-09,2022-06-25,1,3.2215934,17.9682824,11.6468891,4.3801209,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_religious,day,state,2021-02-09,2022-06-25,50,0.4587282,38.2845488,11.6888491,5.2139764,2022-07-01 15:00:31,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_sideeffects,day,county,2021-02-09,2022-06-25,269,26.9548241,79.8831658,53.7488322,7.1368359,2022-07-01 14:59:51,20220701,1,63 -fb-survey,smoothed_whesitancy_reason_sideeffects,day,hrr,2021-02-09,2022-06-25,264,28.7712371,80.055543,53.8408628,7.5832092,2022-07-01 15:00:05,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_sideeffects,day,msa,2021-02-09,2022-06-25,182,29.0385923,79.8831658,53.2930136,7.4650192,2022-07-01 15:00:18,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_sideeffects,day,nation,2021-02-09,2022-06-25,1,45.4524593,61.2061394,55.7581717,4.3187869,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_sideeffects,day,state,2021-02-09,2022-06-25,50,32.8388023,79.261816,55.9877578,5.9797222,2022-07-01 15:00:31,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_unnecessary,day,county,2021-02-09,2022-06-25,269,2.4146879,64.9447974,32.9521122,11.0263706,2022-07-01 14:59:51,20220701,1,63 -fb-survey,smoothed_whesitancy_reason_unnecessary,day,hrr,2021-02-09,2022-06-25,264,2.6826198,71.0861382,32.9523433,10.2676657,2022-07-01 15:00:05,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_unnecessary,day,msa,2021-02-09,2022-06-25,182,4.2480872,66.4505849,31.7528147,10.285422,2022-07-01 15:00:18,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_unnecessary,day,nation,2021-02-09,2022-06-25,1,17.0729857,46.6894472,37.2840133,7.5253347,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_unnecessary,day,state,2021-02-09,2022-06-25,50,9.9642288,67.7170268,38.1365857,9.0498542,2022-07-01 15:00:31,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_wait_safety,day,county,2021-02-09,2022-06-25,269,6.8225926,62.5631435,34.1443483,8.8727006,2022-07-01 14:59:51,20220701,1,63 -fb-survey,smoothed_whesitancy_reason_wait_safety,day,hrr,2021-02-09,2022-06-25,264,6.0065841,62.7920337,35.3441146,7.8933413,2022-07-01 15:00:05,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_wait_safety,day,msa,2021-02-09,2022-06-25,182,7.4386807,61.0454853,36.4206659,7.8766815,2022-07-01 15:00:18,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_wait_safety,day,nation,2021-02-09,2022-06-25,1,17.435773,42.105386,31.373305,7.6962928,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_whesitancy_reason_wait_safety,day,state,2021-02-09,2022-06-25,50,6.6577789,54.9808894,31.4730499,8.2685307,2022-07-01 15:00:31,20220701,4,63 -fb-survey,smoothed_whh_cmnty_cli,day,county,2020-04-15,2022-06-25,1158,1.3750815,73.2503244,21.9397893,10.0012829,2022-07-01 14:59:51,20220701,1,141 -fb-survey,smoothed_whh_cmnty_cli,day,hrr,2020-04-15,2022-06-25,306,2.2171266,74.0255911,22.8036241,9.9718312,2022-07-01 15:00:05,20220701,2,141 -fb-survey,smoothed_whh_cmnty_cli,day,msa,2020-04-15,2022-06-25,380,1.8822423,73.2503244,23.1479164,10.2562135,2022-07-01 15:00:18,20220701,2,141 -fb-survey,smoothed_whh_cmnty_cli,day,nation,2020-04-15,2022-06-25,1,9.661965,47.033767,21.5156062,7.1543536,2022-07-01 15:00:25,20220701,4,244 -fb-survey,smoothed_whh_cmnty_cli,day,state,2020-04-15,2022-06-25,52,2.4860466,61.3750353,22.2999081,9.3458112,2022-07-01 15:00:31,20220701,4,141 -fb-survey,smoothed_wili,day,county,2020-04-06,2022-06-25,1526,0.0,12.7482784,1.1044539,1.075888,2022-07-01 14:59:52,20220701,1,150 -fb-survey,smoothed_wili,day,hrr,2020-04-06,2022-06-25,306,0.0,12.7454707,1.368139,1.1626017,2022-07-01 15:00:05,20220701,4,150 -fb-survey,smoothed_wili,day,msa,2020-04-06,2022-06-25,382,0.0,12.897527,1.2702849,1.1586003,2022-07-01 15:00:18,20220701,2,150 -fb-survey,smoothed_wili,day,nation,2020-04-06,2022-06-25,1,0.4424246,5.0456589,1.3858002,0.9112782,2022-07-01 15:00:25,20220701,4,253 -fb-survey,smoothed_wili,day,state,2020-04-06,2022-06-25,52,0.0,7.9691919,1.4244392,1.0646239,2022-07-01 15:00:31,20220701,2,150 -fb-survey,smoothed_winitial_dose_one_of_one,day,county,2022-03-04,2022-06-25,352,0.1789052,31.3099061,7.2474167,2.8507023,2022-07-01 14:59:52,20220701,2,14 -fb-survey,smoothed_winitial_dose_one_of_one,day,hrr,2022-03-04,2022-06-25,272,0.1908397,31.3351139,7.4263152,2.5663561,2022-07-01 15:00:05,20220701,5,14 -fb-survey,smoothed_winitial_dose_one_of_one,day,msa,2022-03-04,2022-06-25,207,0.1394524,30.4304362,7.1528107,2.685112,2022-07-01 15:00:19,20220701,5,14 -fb-survey,smoothed_winitial_dose_one_of_one,day,nation,2022-03-04,2022-06-25,1,7.1101013,7.6034753,7.3572741,0.1054342,2022-07-01 15:00:25,20220701,5,14 -fb-survey,smoothed_winitial_dose_one_of_one,day,state,2022-03-04,2022-06-25,51,2.0895519,14.0962306,7.4065711,1.5405493,2022-07-01 15:00:31,20220701,5,14 -fb-survey,smoothed_winitial_dose_one_of_two,day,county,2022-03-04,2022-06-25,352,0.1760494,37.097309,6.376349,2.6140307,2022-07-01 14:59:52,20220701,2,14 -fb-survey,smoothed_winitial_dose_one_of_two,day,hrr,2022-03-04,2022-06-25,272,0.1851852,37.2985333,6.6087396,2.503617,2022-07-01 15:00:06,20220701,5,14 -fb-survey,smoothed_winitial_dose_one_of_two,day,msa,2022-03-04,2022-06-25,207,0.2047256,21.8746033,6.5161824,2.5491358,2022-07-01 15:00:19,20220701,5,14 -fb-survey,smoothed_winitial_dose_one_of_two,day,nation,2022-03-04,2022-06-25,1,6.0873171,7.1435648,6.6005127,0.3242917,2022-07-01 15:00:25,20220701,5,14 -fb-survey,smoothed_winitial_dose_one_of_two,day,state,2022-03-04,2022-06-25,51,1.2449109,14.3650406,6.3908213,1.5469224,2022-07-01 15:00:31,20220701,5,14 -fb-survey,smoothed_winitial_dose_two_of_two,day,county,2022-03-04,2022-06-25,352,58.4158339,97.6887012,85.7413474,3.7676812,2022-07-01 14:59:52,20220701,2,14 -fb-survey,smoothed_winitial_dose_two_of_two,day,hrr,2022-03-04,2022-06-25,272,56.295143,97.4969585,85.312899,3.498756,2022-07-01 15:00:06,20220701,5,14 -fb-survey,smoothed_winitial_dose_two_of_two,day,msa,2022-03-04,2022-06-25,207,62.1802657,97.420166,85.6887471,3.5635137,2022-07-01 15:00:19,20220701,5,14 -fb-survey,smoothed_winitial_dose_two_of_two,day,nation,2022-03-04,2022-06-25,1,84.7892928,86.3072822,85.4810374,0.3629036,2022-07-01 15:00:25,20220701,5,14 -fb-survey,smoothed_winitial_dose_two_of_two,day,state,2022-03-04,2022-06-25,51,78.2149548,93.5469139,85.6387775,1.9364896,2022-07-01 15:00:31,20220701,5,14 -fb-survey,smoothed_winperson_school_fulltime,day,county,2020-11-24,2021-12-24,295,1.649099,96.5116573,44.1861575,24.522825,2022-02-02 20:52:06,20220202,1,133 -fb-survey,smoothed_winperson_school_fulltime,day,hrr,2020-11-24,2021-12-22,264,2.167588,98.0192219,46.3823847,23.2513277,2022-02-02 20:53:16,20220202,5,133 -fb-survey,smoothed_winperson_school_fulltime,day,msa,2020-11-24,2021-12-24,181,1.911819,97.7340744,45.3173837,23.6674973,2022-02-02 20:54:14,20220202,5,133 -fb-survey,smoothed_winperson_school_fulltime,day,nation,2020-11-24,2021-12-24,1,30.405697,86.0366294,57.0158636,19.9209731,2022-02-02 20:54:43,20220202,5,133 -fb-survey,smoothed_winperson_school_fulltime,day,state,2020-11-24,2021-12-24,50,3.8655163,96.6880092,58.3279855,22.7559791,2022-02-02 20:55:01,20220202,5,133 -fb-survey,smoothed_winperson_school_fulltime_oldest,day,county,2021-12-19,2022-06-25,69,62.9940419,99.5454541,92.7122963,4.0705057,2022-07-01 14:59:52,20220701,4,14 -fb-survey,smoothed_winperson_school_fulltime_oldest,day,hrr,2021-12-21,2022-06-25,87,55.9706126,99.7326203,91.1569006,5.3418787,2022-07-01 15:00:06,20220701,4,14 -fb-survey,smoothed_winperson_school_fulltime_oldest,day,msa,2021-12-20,2022-06-25,53,58.2056922,99.6914588,92.2337491,4.6003458,2022-07-01 15:00:19,20220701,4,14 -fb-survey,smoothed_winperson_school_fulltime_oldest,day,nation,2021-12-19,2022-06-25,1,87.6818181,95.6651801,93.2633088,2.0315501,2022-07-01 15:00:25,20220701,4,14 -fb-survey,smoothed_winperson_school_fulltime_oldest,day,state,2021-12-19,2022-06-25,42,63.1649378,99.5454541,92.7526905,4.0486863,2022-07-01 15:00:31,20220701,4,14 -fb-survey,smoothed_winperson_school_parttime,day,county,2020-11-24,2021-12-24,293,0.4471104,75.6656064,24.2313898,12.0261844,2022-02-02 20:52:06,20220202,1,133 -fb-survey,smoothed_winperson_school_parttime,day,hrr,2020-11-24,2021-12-22,259,0.4464286,66.322919,25.318842,11.1259869,2022-02-02 20:53:16,20220202,5,133 -fb-survey,smoothed_winperson_school_parttime,day,msa,2020-11-24,2021-12-23,178,0.4471104,69.0001297,24.4376559,11.3399035,2022-02-02 20:54:14,20220202,5,133 -fb-survey,smoothed_winperson_school_parttime,day,nation,2020-11-24,2021-12-24,1,16.1480305,28.2422396,22.2751745,4.0347658,2022-02-02 20:54:43,20220202,5,133 -fb-survey,smoothed_winperson_school_parttime,day,state,2020-11-24,2021-12-24,50,4.2491283,65.7561501,23.2546423,9.7834603,2022-02-02 20:55:01,20220202,5,133 -fb-survey,smoothed_winperson_school_parttime_oldest,day,county,2021-12-19,2022-06-25,69,0.1461985,24.1369907,4.7023299,2.8786615,2022-07-01 14:59:52,20220701,4,14 -fb-survey,smoothed_winperson_school_parttime_oldest,day,hrr,2021-12-21,2022-06-25,87,0.1976285,27.8987527,5.6972514,3.7524768,2022-07-01 15:00:06,20220701,4,14 -fb-survey,smoothed_winperson_school_parttime_oldest,day,msa,2021-12-20,2022-06-25,53,0.2120599,30.8578463,4.8967179,3.0774775,2022-07-01 15:00:19,20220701,4,14 -fb-survey,smoothed_winperson_school_parttime_oldest,day,nation,2021-12-19,2022-06-25,1,2.6388345,7.8820427,4.3530664,1.2863722,2022-07-01 15:00:25,20220701,4,14 -fb-survey,smoothed_winperson_school_parttime_oldest,day,state,2021-12-19,2022-06-25,42,0.1461985,22.9473676,4.7187805,2.8968913,2022-07-01 15:00:31,20220701,4,14 -fb-survey,smoothed_wlarge_event_1d,day,county,2020-09-08,2021-03-15,831,0.2747253,44.7660358,11.252197,5.6423628,2021-03-20 11:51:29,20210320,0,92 -fb-survey,smoothed_wlarge_event_1d,day,hrr,2020-09-08,2021-03-11,306,0.492228,46.2257562,12.2999093,5.5630368,2021-03-17 18:58:02,20210317,2,92 -fb-survey,smoothed_wlarge_event_1d,day,msa,2020-09-08,2021-03-14,370,0.2747253,44.7660358,12.1267754,5.6983996,2021-03-19 11:51:45,20210319,1,92 -fb-survey,smoothed_wlarge_event_1d,day,nation,2020-09-08,2021-03-18,1,6.8384933,15.8530488,11.2534813,3.0755192,2021-03-23 11:53:42,20210323,2,98 -fb-survey,smoothed_wlarge_event_1d,day,state,2020-09-08,2021-03-15,51,1.2275906,31.2557433,11.7680285,5.096913,2021-03-20 11:52:13,20210320,2,92 -fb-survey,smoothed_wlarge_event_indoors_1d,day,county,2021-03-02,2022-06-25,670,0.5781915,57.928438,21.8466829,7.3628614,2022-07-01 14:59:52,20220701,1,63 -fb-survey,smoothed_wlarge_event_indoors_1d,day,hrr,2021-03-02,2022-06-25,306,1.2339531,57.5739341,23.3337496,7.1254594,2022-07-01 15:00:06,20220701,4,63 -fb-survey,smoothed_wlarge_event_indoors_1d,day,msa,2021-03-02,2022-06-25,349,0.9356978,55.0674681,22.5222933,7.1586873,2022-07-01 15:00:19,20220701,4,63 -fb-survey,smoothed_wlarge_event_indoors_1d,day,nation,2021-03-02,2022-06-25,1,10.793925,31.3438812,22.6271031,5.253952,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_wlarge_event_indoors_1d,day,state,2021-03-02,2022-06-25,51,1.8963261,46.0268839,23.4043217,6.8020611,2022-07-01 15:00:31,20220701,4,63 -fb-survey,smoothed_wnohh_cmnty_cli,day,county,2020-04-15,2022-06-25,1158,0.2449849,67.6118995,17.2692958,9.1160853,2022-07-01 14:59:52,20220701,1,141 -fb-survey,smoothed_wnohh_cmnty_cli,day,hrr,2020-04-15,2022-06-25,306,0.4385965,67.3097288,17.8269208,9.1346179,2022-07-01 15:00:06,20220701,2,141 -fb-survey,smoothed_wnohh_cmnty_cli,day,msa,2020-04-15,2022-06-25,380,0.4140571,64.7689845,18.2267998,9.4049519,2022-07-01 15:00:19,20220701,2,141 -fb-survey,smoothed_wnohh_cmnty_cli,day,nation,2020-04-15,2022-06-25,1,6.331558,39.6769705,16.6227899,6.421572,2022-07-01 15:00:25,20220701,4,244 -fb-survey,smoothed_wnohh_cmnty_cli,day,state,2020-04-15,2022-06-25,52,1.3205772,56.2288024,17.4001059,8.5435123,2022-07-01 15:00:31,20220701,4,141 -fb-survey,smoothed_work_outside_home_1d,day,county,2020-09-08,2021-03-15,835,7.622462,58.3337502,31.7920327,6.1464568,2021-03-20 11:51:30,20210320,1,92 -fb-survey,smoothed_work_outside_home_1d,day,hrr,2020-09-08,2021-03-11,306,12.4907885,55.1652893,32.0940955,5.5899382,2021-03-17 18:58:02,20210317,2,92 -fb-survey,smoothed_work_outside_home_1d,day,msa,2020-09-08,2021-03-14,370,7.622462,58.3337502,32.446426,6.0098032,2021-03-19 11:51:45,20210319,1,92 -fb-survey,smoothed_work_outside_home_1d,day,nation,2020-09-08,2021-03-18,1,21.6507501,35.9460336,31.3427652,3.2126867,2021-03-23 11:53:43,20210323,2,98 -fb-survey,smoothed_work_outside_home_1d,day,state,2020-09-08,2021-03-15,51,8.9662447,52.6223377,32.2708983,5.4055182,2021-03-20 11:52:13,20210320,2,92 -fb-survey,smoothed_work_outside_home_indoors_1d,day,county,2021-03-02,2022-06-27,670,9.7198634,58.617874,33.5732968,5.532449,2022-07-01 14:59:52,20220701,1,63 -fb-survey,smoothed_work_outside_home_indoors_1d,day,hrr,2021-03-02,2022-06-27,306,11.4492754,58.4677419,33.7955435,5.1569547,2022-07-01 15:00:06,20220701,1,63 -fb-survey,smoothed_work_outside_home_indoors_1d,day,msa,2021-03-02,2022-06-27,349,9.8720626,61.2426139,33.8262538,5.4456966,2022-07-01 15:00:19,20220701,1,63 -fb-survey,smoothed_work_outside_home_indoors_1d,day,nation,2021-03-02,2022-06-27,1,23.7957814,36.4551242,33.6054923,2.1450812,2022-07-01 15:00:25,20220701,1,63 -fb-survey,smoothed_work_outside_home_indoors_1d,day,state,2021-03-02,2022-06-27,51,13.3451957,52.9292878,34.5361949,4.4888592,2022-07-01 15:00:31,20220701,1,63 -fb-survey,smoothed_worried_become_ill,day,county,2020-09-08,2021-08-08,745,21.8562874,93.8829787,61.2717627,9.5898727,2021-08-13 12:55:02,20210813,0,92 -fb-survey,smoothed_worried_become_ill,day,hrr,2020-09-08,2021-08-08,306,26.635514,85.9855335,59.8519576,9.4121586,2021-08-13 12:56:02,20210813,5,92 -fb-survey,smoothed_worried_become_ill,day,msa,2020-09-08,2021-08-08,359,21.8398888,93.8829787,60.4249489,9.4460152,2021-08-13 12:56:46,20210813,5,92 -fb-survey,smoothed_worried_become_ill,day,nation,2020-09-08,2021-08-08,1,35.6958763,72.3717622,56.9028157,11.0532109,2021-08-13 12:57:02,20210813,5,98 -fb-survey,smoothed_worried_become_ill,day,state,2020-09-08,2021-08-08,51,21.8562874,81.0144928,58.0321489,10.6045383,2021-08-13 12:57:17,20210813,5,92 -fb-survey,smoothed_worried_catch_covid,day,county,2021-05-20,2022-06-27,377,13.1678783,83.8235294,48.9187704,10.4618787,2022-07-01 14:59:52,20220701,1,110 -fb-survey,smoothed_worried_catch_covid,day,hrr,2021-05-20,2022-06-27,293,12.585034,82.0855615,46.2742163,10.1272357,2022-07-01 15:00:06,20220701,1,110 -fb-survey,smoothed_worried_catch_covid,day,msa,2021-05-20,2022-06-27,221,14.8006912,82.1678322,47.433019,9.8045433,2022-07-01 15:00:19,20220701,1,110 -fb-survey,smoothed_worried_catch_covid,day,nation,2021-05-20,2022-06-27,1,32.7879719,59.1381691,46.1695619,6.9006121,2022-07-01 15:00:25,20220701,1,110 -fb-survey,smoothed_worried_catch_covid,day,state,2021-05-20,2022-06-27,51,13.1678783,76.1682243,44.5452652,9.4025344,2022-07-01 15:00:31,20220701,1,110 -fb-survey,smoothed_worried_finances,day,county,2020-09-08,2022-06-27,755,11.0052026,82.6732673,39.1531293,7.8953853,2022-07-01 14:59:53,20220701,1,92 -fb-survey,smoothed_worried_finances,day,hrr,2020-09-08,2022-06-27,306,15.1408451,76.618705,39.0279071,7.3314365,2022-07-01 15:00:06,20220701,1,92 -fb-survey,smoothed_worried_finances,day,msa,2020-09-08,2022-06-27,360,14.3584953,82.6732673,39.2171114,7.663917,2022-07-01 15:00:19,20220701,1,92 -fb-survey,smoothed_worried_finances,day,nation,2020-09-08,2022-06-27,1,32.7583261,49.7202012,38.4454227,4.1104441,2022-07-01 15:00:25,20220701,1,98 -fb-survey,smoothed_worried_finances,day,state,2020-09-08,2022-06-27,51,20.6790123,58.4336003,37.980683,5.5495025,2022-07-01 15:00:32,20220701,1,92 -fb-survey,smoothed_worried_vaccine_side_effects,day,county,2021-01-13,2022-06-27,724,14.7232379,88.2235985,53.9216438,15.917221,2022-07-01 14:59:53,20220701,1,63 -fb-survey,smoothed_worried_vaccine_side_effects,day,hrr,2021-01-13,2022-06-27,306,21.679198,88.2113821,61.4861725,14.6393302,2022-07-01 15:00:06,20220701,1,63 -fb-survey,smoothed_worried_vaccine_side_effects,day,msa,2021-01-13,2022-06-27,359,17.065884,87.1809489,56.2371783,15.6697149,2022-07-01 15:00:19,20220701,1,63 -fb-survey,smoothed_worried_vaccine_side_effects,day,nation,2021-01-13,2022-06-27,1,37.2208052,74.686969,67.9060097,10.3589595,2022-07-01 15:00:25,20220701,1,63 -fb-survey,smoothed_worried_vaccine_side_effects,day,state,2021-01-13,2022-06-27,51,24.025974,86.5484308,66.939403,11.640358,2022-07-01 15:00:32,20220701,1,63 -fb-survey,smoothed_wothers_distanced_public,day,county,2021-06-04,2022-06-25,360,2.8900442,57.1384989,19.5881646,6.833952,2022-07-01 14:59:53,20220701,1,63 -fb-survey,smoothed_wothers_distanced_public,day,hrr,2021-06-04,2022-06-25,290,2.8735545,55.9770673,18.7926198,6.4440911,2022-07-01 15:00:06,20220701,4,63 -fb-survey,smoothed_wothers_distanced_public,day,msa,2021-06-04,2022-06-25,214,2.6704421,56.056802,19.0669081,6.5754008,2022-07-01 15:00:19,20220701,4,63 -fb-survey,smoothed_wothers_distanced_public,day,nation,2021-06-04,2022-06-25,1,12.1122322,29.4177794,18.6006568,3.8454173,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_wothers_distanced_public,day,state,2021-06-04,2022-06-25,51,4.1515193,53.4279084,18.0471995,5.8320159,2022-07-01 15:00:32,20220701,4,63 -fb-survey,smoothed_wothers_masked,day,county,2020-11-24,2021-08-08,726,0.4545455,99.5689655,75.0626799,20.460701,2021-08-13 12:55:03,20210813,0,44 -fb-survey,smoothed_wothers_masked,day,hrr,2020-11-24,2021-08-08,306,0.3012048,97.9872631,68.687151,23.039915,2021-08-13 12:56:03,20210813,5,44 -fb-survey,smoothed_wothers_masked,day,msa,2020-11-24,2021-08-08,355,0.7093424,99.4381474,71.9296622,20.9615251,2021-08-13 12:56:46,20210813,5,44 -fb-survey,smoothed_wothers_masked,day,nation,2020-11-24,2021-08-08,1,12.1221968,81.8798592,61.4684197,25.4253023,2021-08-13 12:57:03,20210813,5,44 -fb-survey,smoothed_wothers_masked,day,state,2020-11-24,2021-08-08,51,0.4545455,97.5155904,63.8378853,27.0748247,2021-08-13 12:57:17,20210813,5,44 -fb-survey,smoothed_wothers_masked_public,day,county,2021-05-20,2022-06-25,361,0.1850946,91.361127,23.3561117,21.8086104,2022-07-01 14:59:53,20220701,1,63 -fb-survey,smoothed_wothers_masked_public,day,hrr,2021-05-20,2022-06-25,289,0.1557632,91.5325142,19.1478965,19.7661479,2022-07-01 15:00:07,20220701,4,63 -fb-survey,smoothed_wothers_masked_public,day,msa,2021-05-20,2022-06-25,215,0.1508559,89.2016655,20.3891376,20.1005663,2022-07-01 15:00:19,20220701,4,63 -fb-survey,smoothed_wothers_masked_public,day,nation,2021-05-20,2022-06-25,1,3.8785358,54.052581,20.4011157,10.9031212,2022-07-01 15:00:25,20220701,4,63 -fb-survey,smoothed_wothers_masked_public,day,state,2021-05-20,2022-06-25,51,0.2053294,88.2777682,17.185773,18.2390896,2022-07-01 15:00:32,20220701,4,63 -fb-survey,smoothed_wpublic_transit_1d,day,county,2020-09-08,2022-06-25,831,0.095057,67.611347,5.1043834,4.9251387,2022-07-01 14:59:53,20220701,0,92 -fb-survey,smoothed_wpublic_transit_1d,day,hrr,2020-09-08,2022-06-25,306,0.1184834,53.9211951,5.0337428,4.1298865,2022-07-01 15:00:07,20220701,2,92 -fb-survey,smoothed_wpublic_transit_1d,day,msa,2020-09-08,2022-06-25,370,0.1459525,31.7723756,4.5544746,2.8115349,2022-07-01 15:00:19,20220701,1,92 -fb-survey,smoothed_wpublic_transit_1d,day,nation,2020-09-08,2022-06-25,1,2.8579001,9.0405839,5.749723,1.7722659,2022-07-01 15:00:25,20220701,2,98 -fb-survey,smoothed_wpublic_transit_1d,day,state,2020-09-08,2022-06-25,51,0.3816794,41.2234339,5.4374429,3.6889787,2022-07-01 15:00:32,20220701,2,92 -fb-survey,smoothed_wrace_treated_fairly_healthcare,day,county,2021-05-20,2022-06-25,350,44.6845856,96.0016421,78.8774113,6.5378876,2022-07-01 14:59:53,20220701,1,110 -fb-survey,smoothed_wrace_treated_fairly_healthcare,day,hrr,2021-05-20,2022-06-25,288,43.6431494,97.3523875,79.2426393,6.1193318,2022-07-01 15:00:07,20220701,4,110 -fb-survey,smoothed_wrace_treated_fairly_healthcare,day,msa,2021-05-20,2022-06-25,213,47.3813681,95.8289087,79.3294516,5.838266,2022-07-01 15:00:19,20220701,4,110 -fb-survey,smoothed_wrace_treated_fairly_healthcare,day,nation,2021-05-20,2022-06-25,1,76.8679215,79.9628531,78.4509898,0.76656,2022-07-01 15:00:25,20220701,4,110 -fb-survey,smoothed_wrace_treated_fairly_healthcare,day,state,2021-05-20,2022-06-25,51,61.1275035,95.4994895,79.8366639,4.5101922,2022-07-01 15:00:32,20220701,4,110 -fb-survey,smoothed_wreceived_2_vaccine_doses,day,county,2021-01-13,2021-11-14,630,3.8131931,99.5369216,79.2411098,17.2327187,2021-11-19 13:52:09,20211119,1,44 -fb-survey,smoothed_wreceived_2_vaccine_doses,day,hrr,2021-01-14,2021-11-14,306,2.0951814,98.9134502,77.4185683,18.7860551,2021-11-19 13:53:31,20211119,1,44 -fb-survey,smoothed_wreceived_2_vaccine_doses,day,msa,2021-01-13,2021-11-14,340,1.4166938,99.5369216,78.5278065,17.8464881,2021-11-19 13:54:31,20211119,1,44 -fb-survey,smoothed_wreceived_2_vaccine_doses,day,nation,2021-01-13,2021-11-14,1,17.9638906,92.6246564,74.9749207,21.4558546,2021-11-19 13:54:53,20211119,2,44 -fb-survey,smoothed_wreceived_2_vaccine_doses,day,state,2021-01-13,2021-11-14,51,7.3361742,96.3267615,75.7929487,20.8389331,2021-11-19 13:55:09,20211119,2,44 -fb-survey,smoothed_wreceived_news_cdc,day,county,2021-05-20,2022-06-25,352,17.6982297,83.8165171,48.8631499,9.4779412,2022-07-01 14:59:53,20220701,1,110 -fb-survey,smoothed_wreceived_news_cdc,day,hrr,2021-05-20,2022-06-25,289,14.7472214,80.5507318,46.2922779,8.9608849,2022-07-01 15:00:07,20220701,4,110 -fb-survey,smoothed_wreceived_news_cdc,day,msa,2021-05-20,2022-06-25,214,15.8576243,82.2980262,48.1183396,8.9809266,2022-07-01 15:00:19,20220701,4,110 -fb-survey,smoothed_wreceived_news_cdc,day,nation,2021-05-20,2022-06-25,1,32.8582126,60.4220058,45.7738202,6.8089877,2022-07-01 15:00:25,20220701,4,110 -fb-survey,smoothed_wreceived_news_cdc,day,state,2021-05-20,2022-06-25,51,15.9928367,83.8165171,46.2307869,8.7394511,2022-07-01 15:00:32,20220701,4,110 -fb-survey,smoothed_wreceived_news_experts,day,county,2021-05-20,2022-06-25,352,11.1703233,78.9730945,43.7945872,9.0506236,2022-07-01 14:59:53,20220701,1,110 -fb-survey,smoothed_wreceived_news_experts,day,hrr,2021-05-20,2022-06-25,289,9.3577232,76.1572109,41.3296344,8.5723507,2022-07-01 15:00:07,20220701,4,110 -fb-survey,smoothed_wreceived_news_experts,day,msa,2021-05-20,2022-06-25,214,11.1673875,78.9730945,42.9780296,8.6011096,2022-07-01 15:00:20,20220701,4,110 -fb-survey,smoothed_wreceived_news_experts,day,nation,2021-05-20,2022-06-25,1,27.860551,49.5411113,40.6500338,6.0189305,2022-07-01 15:00:25,20220701,4,110 -fb-survey,smoothed_wreceived_news_experts,day,state,2021-05-20,2022-06-25,51,11.1653242,70.235323,40.9062967,7.9979597,2022-07-01 15:00:32,20220701,4,110 -fb-survey,smoothed_wreceived_news_friends,day,county,2021-05-20,2022-06-25,352,5.9319002,57.977632,27.5230318,6.4042328,2022-07-01 14:59:53,20220701,1,110 -fb-survey,smoothed_wreceived_news_friends,day,hrr,2021-05-20,2022-06-25,289,3.8677926,55.193025,26.3188863,6.2139479,2022-07-01 15:00:07,20220701,4,110 -fb-survey,smoothed_wreceived_news_friends,day,msa,2021-05-20,2022-06-25,214,5.9319002,58.3752259,26.8992003,6.2388892,2022-07-01 15:00:20,20220701,4,110 -fb-survey,smoothed_wreceived_news_friends,day,nation,2021-05-20,2022-06-25,1,19.0667245,33.3690075,26.0131712,4.138227,2022-07-01 15:00:25,20220701,4,110 -fb-survey,smoothed_wreceived_news_friends,day,state,2021-05-20,2022-06-25,51,5.0567359,47.8245817,25.7523881,5.3946691,2022-07-01 15:00:32,20220701,4,110 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-fb-survey,smoothed_wschool_safety_measures_separators,day,hrr,2022-03-23,2022-06-25,6,0.3968254,18.4611355,8.6334126,3.6225415,2022-07-01 15:00:08,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_separators,day,msa,2022-03-23,2022-06-25,12,0.4672897,18.7159686,7.731947,3.4332047,2022-07-01 15:00:20,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_separators,day,nation,2022-03-23,2022-06-25,1,5.8476423,8.5740363,6.9687148,0.6117469,2022-07-01 15:00:25,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_separators,day,state,2022-03-23,2022-06-25,27,0.3496503,17.3998852,6.4339628,2.8856922,2022-07-01 15:00:32,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_symptom_screen,day,county,2022-03-23,2022-06-25,29,3.2512155,37.2665279,14.1005203,4.8357845,2022-07-01 14:59:54,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_symptom_screen,day,hrr,2022-03-23,2022-06-25,6,6.5572472,37.1386858,19.0536982,7.6494873,2022-07-01 15:00:08,20220701,5,14 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15:00:20,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_testing_staff,day,nation,2022-03-23,2022-06-25,1,14.0882184,16.3623251,15.0465363,0.5996496,2022-07-01 15:00:25,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_testing_staff,day,state,2022-03-23,2022-06-25,27,2.3547242,37.4345037,13.7771869,6.6984916,2022-07-01 15:00:32,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_testing_students,day,county,2022-03-23,2022-06-25,29,0.3521134,47.0511973,12.0702587,9.866215,2022-07-01 14:59:54,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_testing_students,day,hrr,2022-03-23,2022-06-25,6,2.428791,46.9907192,23.8838873,14.6436112,2022-07-01 15:00:08,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_testing_students,day,msa,2022-03-23,2022-06-25,12,2.5404529,52.0782552,21.3889238,11.1998854,2022-07-01 15:00:20,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_testing_students,day,nation,2022-03-23,2022-06-25,1,11.0994666,13.1081802,12.0185986,0.4101426,2022-07-01 15:00:26,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_testing_students,day,state,2022-03-23,2022-06-25,27,0.3521134,45.0926879,10.7563046,8.3334736,2022-07-01 15:00:32,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_vaccine_staff,day,county,2022-03-23,2022-06-25,29,4.529086,50.540819,20.9694996,9.4620048,2022-07-01 14:59:54,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_vaccine_staff,day,hrr,2022-03-23,2022-06-25,6,6.2176082,54.1104369,26.1798343,11.3419667,2022-07-01 15:00:08,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_vaccine_staff,day,msa,2022-03-23,2022-06-25,12,5.6521795,52.660388,30.013978,10.1944298,2022-07-01 15:00:20,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_vaccine_staff,day,nation,2022-03-23,2022-06-25,1,18.9235679,21.0356194,19.9508936,0.5050056,2022-07-01 15:00:26,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_vaccine_staff,day,state,2022-03-23,2022-06-25,27,5.2647188,50.4315379,20.0380724,9.0519071,2022-07-01 15:00:32,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_vaccine_students,day,county,2022-03-23,2022-06-25,29,0.390625,31.9492096,7.8092787,4.9283717,2022-07-01 14:59:54,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_vaccine_students,day,hrr,2022-03-23,2022-06-25,6,2.4477441,31.8611345,14.0068442,7.6232104,2022-07-01 15:00:08,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_vaccine_students,day,msa,2022-03-23,2022-06-25,12,0.436951,35.299099,13.7987543,6.580221,2022-07-01 15:00:20,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_vaccine_students,day,nation,2022-03-23,2022-06-25,1,7.0598013,8.8774326,8.1040837,0.4049425,2022-07-01 15:00:26,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_vaccine_students,day,state,2022-03-23,2022-06-25,27,0.390625,23.8955847,7.2306946,3.9042488,2022-07-01 15:00:32,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_ventilation,day,county,2022-03-23,2022-06-25,29,4.6931308,37.6143806,19.1798116,6.0969677,2022-07-01 14:59:54,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_ventilation,day,hrr,2022-03-23,2022-06-25,6,4.58531,44.0332088,22.2788326,8.4592721,2022-07-01 15:00:08,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_ventilation,day,msa,2022-03-23,2022-06-25,12,4.8489897,46.5430952,24.9350794,7.8934083,2022-07-01 15:00:21,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_ventilation,day,nation,2022-03-23,2022-06-25,1,16.8396074,19.2260221,17.8687456,0.5616362,2022-07-01 15:00:26,20220701,5,14 -fb-survey,smoothed_wschool_safety_measures_ventilation,day,state,2022-03-23,2022-06-25,27,4.3250788,38.2284319,18.3520717,5.9829859,2022-07-01 15:00:32,20220701,5,14 -fb-survey,smoothed_wscreening_tested_positive_14d,day,county,2021-03-19,2022-02-16,61,0.117647,28.2753529,2.9988843,2.6672,2022-02-21 13:52:12,20220221,1,63 -fb-survey,smoothed_wscreening_tested_positive_14d,day,hrr,2021-03-19,2022-02-03,59,0.1557632,22.5495241,3.0735439,2.7099545,2022-02-08 15:21:17,20220208,4,63 -fb-survey,smoothed_wscreening_tested_positive_14d,day,msa,2021-03-19,2022-02-12,36,0.1706702,21.7683199,2.764366,2.4859197,2022-02-17 15:54:36,20220217,4,63 -fb-survey,smoothed_wscreening_tested_positive_14d,day,nation,2021-03-19,2022-02-18,1,1.0612093,8.6280918,2.5831262,1.8521182,2022-02-23 13:53:54,20220223,4,63 -fb-survey,smoothed_wscreening_tested_positive_14d,day,state,2021-03-19,2022-02-16,41,0.117647,31.1396883,3.0390157,2.7965707,2022-02-21 13:54:28,20220221,4,63 -fb-survey,smoothed_wshop_1d,day,county,2020-09-08,2021-03-15,831,32.3631709,83.593709,56.6732884,6.0503961,2021-03-20 11:51:32,20210320,0,92 -fb-survey,smoothed_wshop_1d,day,hrr,2020-09-08,2021-03-11,306,37.7745162,83.9520084,57.2549396,5.3051061,2021-03-17 18:58:03,20210317,2,92 -fb-survey,smoothed_wshop_1d,day,msa,2020-09-08,2021-03-14,370,32.3664033,83.593709,57.2372895,5.8496833,2021-03-19 11:51:46,20210319,1,92 -fb-survey,smoothed_wshop_1d,day,nation,2020-09-08,2021-03-18,1,49.5642982,62.3377783,57.0468354,3.6938224,2021-03-23 11:53:44,20210323,2,98 -fb-survey,smoothed_wshop_1d,day,state,2020-09-08,2021-03-15,51,40.2458578,71.7285319,57.0378721,4.4592075,2021-03-20 11:52:14,20210320,2,92 -fb-survey,smoothed_wshop_indoors_1d,day,county,2021-03-02,2022-06-25,670,34.9047575,89.0853989,64.2569501,6.4550715,2022-07-01 14:59:54,20220701,1,63 -fb-survey,smoothed_wshop_indoors_1d,day,hrr,2021-03-02,2022-06-25,306,36.2791895,88.1728883,64.973174,5.7661429,2022-07-01 15:00:09,20220701,4,63 -fb-survey,smoothed_wshop_indoors_1d,day,msa,2021-03-02,2022-06-25,349,36.2735397,87.2787906,64.7073857,6.074117,2022-07-01 15:00:21,20220701,4,63 -fb-survey,smoothed_wshop_indoors_1d,day,nation,2021-03-02,2022-06-25,1,53.6683064,69.4763318,64.3928201,3.9279933,2022-07-01 15:00:26,20220701,4,63 -fb-survey,smoothed_wshop_indoors_1d,day,state,2021-03-02,2022-06-25,51,37.9814935,79.8528081,65.1526125,4.8227782,2022-07-01 15:00:32,20220701,4,63 -fb-survey,smoothed_wspent_time_1d,day,county,2020-09-08,2021-03-15,831,11.4219734,66.8810674,36.8481763,7.6077021,2021-03-20 11:51:33,20210320,0,92 -fb-survey,smoothed_wspent_time_1d,day,hrr,2020-09-08,2021-03-11,306,15.2777906,73.708705,37.8060501,7.3123019,2021-03-17 18:58:04,20210317,2,92 -fb-survey,smoothed_wspent_time_1d,day,msa,2020-09-08,2021-03-14,370,12.8494288,74.9962,37.7491217,7.3672668,2021-03-19 11:51:47,20210319,1,92 -fb-survey,smoothed_wspent_time_1d,day,nation,2020-09-08,2021-03-18,1,28.078896,45.9083997,36.6718824,5.1925318,2021-03-23 11:53:44,20210323,2,98 -fb-survey,smoothed_wspent_time_1d,day,state,2020-09-08,2021-03-15,51,20.5182852,65.4399817,37.6938355,6.6487286,2021-03-20 11:52:14,20210320,2,92 -fb-survey,smoothed_wspent_time_indoors_1d,day,county,2021-03-02,2022-06-25,670,12.1115306,74.6898276,44.8739983,7.5260073,2022-07-01 14:59:54,20220701,1,63 -fb-survey,smoothed_wspent_time_indoors_1d,day,hrr,2021-03-02,2022-06-25,306,14.7624462,77.201618,46.0249884,7.1290718,2022-07-01 15:00:09,20220701,4,63 -fb-survey,smoothed_wspent_time_indoors_1d,day,msa,2021-03-02,2022-06-25,349,12.1115306,73.6403445,45.6331196,7.1447526,2022-07-01 15:00:21,20220701,4,63 -fb-survey,smoothed_wspent_time_indoors_1d,day,nation,2021-03-02,2022-06-25,1,33.7822735,52.2408293,44.8759535,4.3265467,2022-07-01 15:00:26,20220701,4,63 -fb-survey,smoothed_wspent_time_indoors_1d,day,state,2021-03-02,2022-06-25,51,20.7577586,66.1495664,46.6903866,6.230148,2022-07-01 15:00:32,20220701,4,63 -fb-survey,smoothed_wtested_14d,day,county,2020-09-08,2022-06-25,802,0.3763116,63.3583378,13.9328752,7.4547174,2022-07-01 14:59:54,20220701,0,92 -fb-survey,smoothed_wtested_14d,day,hrr,2020-09-08,2022-06-25,306,0.3759398,56.8514457,13.8810175,7.0420457,2022-07-01 15:00:09,20220701,4,92 -fb-survey,smoothed_wtested_14d,day,msa,2020-09-08,2022-06-25,366,0.4910279,55.3470515,13.5870645,7.0246739,2022-07-01 15:00:21,20220701,4,92 -fb-survey,smoothed_wtested_14d,day,nation,2020-09-08,2022-06-25,1,7.4292251,32.4234431,14.4200121,5.6985117,2022-07-01 15:00:26,20220701,4,98 -fb-survey,smoothed_wtested_14d,day,state,2020-09-08,2022-06-25,51,2.4975969,56.8603215,14.2921669,6.9783886,2022-07-01 15:00:32,20220701,4,92 -fb-survey,smoothed_wtested_positive_14d,day,county,2020-09-08,2022-06-25,225,0.3448276,59.5986145,16.778296,9.799182,2022-07-01 14:59:54,20220701,1,92 -fb-survey,smoothed_wtested_positive_14d,day,hrr,2020-09-09,2022-06-25,225,0.3289474,65.2596539,17.8414576,10.4887299,2022-07-01 15:00:09,20220701,2,90 -fb-survey,smoothed_wtested_positive_14d,day,msa,2020-09-08,2022-06-25,138,0.3747481,62.8399023,17.2123455,10.3243834,2022-07-01 15:00:21,20220701,2,91 -fb-survey,smoothed_wtested_positive_14d,day,nation,2020-09-08,2022-06-25,1,4.866296,33.6232041,14.4398464,6.7510709,2022-07-01 15:00:26,20220701,4,98 -fb-survey,smoothed_wtested_positive_14d,day,state,2020-09-08,2022-06-25,51,0.3448276,56.2407392,16.170171,9.1744281,2022-07-01 15:00:32,20220701,4,92 -fb-survey,smoothed_wtravel_outside_state_5d,day,county,2020-04-06,2021-03-15,1422,0.1025095,64.2806489,10.0257477,7.3957277,2021-03-20 11:51:33,20210320,0,247 -fb-survey,smoothed_wtravel_outside_state_5d,day,hrr,2020-04-06,2021-03-11,306,0.0947719,60.4068071,9.6768065,6.2837987,2021-03-17 18:58:04,20210317,1,247 -fb-survey,smoothed_wtravel_outside_state_5d,day,msa,2020-04-06,2021-03-14,381,0.1025095,59.3672059,9.4746487,6.8946317,2021-03-19 11:51:47,20210319,1,247 -fb-survey,smoothed_wtravel_outside_state_5d,day,nation,2020-04-06,2021-03-18,1,3.3773044,12.1462511,8.7849591,2.2060552,2021-03-23 11:53:45,20210323,5,253 -fb-survey,smoothed_wtravel_outside_state_5d,day,state,2020-04-06,2021-03-15,52,0.5082227,34.831101,11.1475629,5.6036074,2021-03-20 11:52:14,20210320,5,247 -fb-survey,smoothed_wtravel_outside_state_7d,day,county,2021-03-02,2022-02-18,660,0.290026,62.5827664,14.6023051,7.7177183,2022-02-23 13:52:11,20220223,1,63 -fb-survey,smoothed_wtravel_outside_state_7d,day,hrr,2021-03-02,2022-02-17,306,0.3267974,54.4929375,14.6547479,7.3109698,2022-02-22 13:54:19,20220222,4,63 -fb-survey,smoothed_wtravel_outside_state_7d,day,msa,2021-03-02,2022-02-18,347,0.290026,58.571549,13.9827795,7.4833647,2022-02-23 13:53:42,20220223,4,63 -fb-survey,smoothed_wtravel_outside_state_7d,day,nation,2021-03-02,2022-02-20,1,9.1274506,17.4480578,13.661823,2.0919633,2022-02-25 13:53:28,20220225,4,63 -fb-survey,smoothed_wtravel_outside_state_7d,day,state,2021-03-02,2022-02-18,51,2.2033812,44.9972394,16.9371366,6.749975,2022-02-23 13:54:11,20220223,4,63 -fb-survey,smoothed_wtrust_covid_info_cdc,day,county,2021-05-20,2022-06-25,350,22.6495979,85.4382659,55.5010384,8.2242305,2022-07-01 14:59:54,20220701,1,63 -fb-survey,smoothed_wtrust_covid_info_cdc,day,hrr,2021-05-20,2022-06-25,288,20.6855613,82.9676586,52.5705567,7.9609733,2022-07-01 15:00:09,20220701,4,63 -fb-survey,smoothed_wtrust_covid_info_cdc,day,msa,2021-05-20,2022-06-25,214,24.2655111,81.1954238,54.3750319,7.5021275,2022-07-01 15:00:21,20220701,4,63 -fb-survey,smoothed_wtrust_covid_info_cdc,day,nation,2021-05-20,2022-06-25,1,47.3425245,57.6821686,52.948235,3.4004495,2022-07-01 15:00:26,20220701,4,63 -fb-survey,smoothed_wtrust_covid_info_cdc,day,state,2021-05-20,2022-06-25,51,27.744328,85.4382659,52.4494803,6.7902807,2022-07-01 15:00:33,20220701,4,63 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-fb-survey,smoothed_wvaccine_barrier_time_has,day,state,2021-07-30,2022-02-18,51,0.2538071,12.7798049,2.7033401,1.018265,2022-02-23 13:54:13,20220223,2,63 -fb-survey,smoothed_wvaccine_barrier_time_tried,day,county,2021-08-03,2022-06-25,12,1.171875,30.4075997,12.5559906,4.7076793,2022-07-01 14:59:56,20220701,4,63 -fb-survey,smoothed_wvaccine_barrier_time_tried,day,msa,2021-08-08,2021-09-19,1,8.9874442,19.7299559,15.1522386,2.90482,2021-09-24 16:04:16,20210924,4,5 -fb-survey,smoothed_wvaccine_barrier_time_tried,day,nation,2021-07-30,2022-06-25,1,8.4312744,19.1578448,13.9313453,2.0509032,2022-07-01 15:00:26,20220701,4,63 -fb-survey,smoothed_wvaccine_barrier_time_tried,day,state,2021-08-03,2022-06-25,12,1.4355655,34.4390108,14.5271465,5.7752494,2022-07-01 15:00:33,20220701,4,63 -fb-survey,smoothed_wvaccine_barrier_travel,day,county,2021-06-04,2022-02-18,552,0.0749627,20.8719471,2.2206738,1.4638687,2022-02-23 13:52:16,20220223,1,63 -fb-survey,smoothed_wvaccine_barrier_travel,day,hrr,2021-06-04,2022-02-17,305,0.0844595,19.0381549,2.055175,1.2105601,2022-02-22 13:54:23,20220222,2,63 -fb-survey,smoothed_wvaccine_barrier_travel,day,msa,2021-06-04,2022-02-18,313,0.0655099,17.0136472,2.0856491,1.3434165,2022-02-23 13:53:45,20220223,2,63 -fb-survey,smoothed_wvaccine_barrier_travel,day,nation,2021-06-04,2022-02-19,1,1.7542765,4.2060654,2.0436472,0.2057013,2022-02-24 13:53:49,20220224,4,63 -fb-survey,smoothed_wvaccine_barrier_travel,day,state,2021-06-04,2022-02-18,51,0.1022495,9.7410147,2.0283035,0.8868105,2022-02-23 13:54:13,20220223,2,63 -fb-survey,smoothed_wvaccine_barrier_travel_has,day,county,2021-07-30,2022-02-18,543,0.0765698,20.9755137,2.0595642,1.4114455,2022-02-23 13:52:16,20220223,1,63 -fb-survey,smoothed_wvaccine_barrier_travel_has,day,hrr,2021-07-30,2022-02-17,305,0.0853242,19.1590205,1.8796239,1.1589818,2022-02-22 13:54:23,20220222,2,63 -fb-survey,smoothed_wvaccine_barrier_travel_has,day,msa,2021-07-30,2022-02-18,309,0.0661186,17.1632098,1.9196039,1.2850808,2022-02-23 13:53:45,20220223,2,63 -fb-survey,smoothed_wvaccine_barrier_travel_has,day,nation,2021-07-30,2022-02-19,1,1.6181271,4.1535164,1.8737667,0.214524,2022-02-24 13:53:49,20220224,4,63 -fb-survey,smoothed_wvaccine_barrier_travel_has,day,state,2021-07-30,2022-02-18,51,0.1030928,9.5147979,1.8653682,0.8785239,2022-02-23 13:54:13,20220223,2,63 -fb-survey,smoothed_wvaccine_barrier_travel_tried,day,county,2021-08-03,2022-06-25,12,1.25,20.481298,9.1639887,3.0490234,2022-07-01 14:59:56,20220701,4,63 -fb-survey,smoothed_wvaccine_barrier_travel_tried,day,msa,2021-08-08,2021-09-19,1,3.0254272,8.3622507,5.8326193,1.6075166,2021-09-24 16:04:17,20210924,4,5 -fb-survey,smoothed_wvaccine_barrier_travel_tried,day,nation,2021-07-30,2022-06-25,1,7.5212347,15.0523503,10.538515,1.468872,2022-07-01 15:00:26,20220701,4,63 -fb-survey,smoothed_wvaccine_barrier_travel_tried,day,state,2021-08-03,2022-06-25,12,1.2578384,28.2001407,9.6946856,3.7688977,2022-07-01 15:00:33,20220701,4,63 -fb-survey,smoothed_wvaccine_barrier_type,day,county,2021-06-04,2022-02-18,552,0.089973,22.8226599,1.8518724,1.2586464,2022-02-23 13:52:16,20220223,1,63 -fb-survey,smoothed_wvaccine_barrier_type,day,hrr,2021-06-04,2022-02-17,305,0.0974659,23.25949,1.8066409,1.1422891,2022-02-22 13:54:23,20220222,2,63 -fb-survey,smoothed_wvaccine_barrier_type,day,msa,2021-06-04,2022-02-18,313,0.0976035,19.4765318,1.8237791,1.1861249,2022-02-23 13:53:45,20220223,2,63 -fb-survey,smoothed_wvaccine_barrier_type,day,nation,2021-06-04,2022-02-19,1,1.3807111,1.9524981,1.65603,0.1137103,2022-02-24 13:53:49,20220224,4,63 -fb-survey,smoothed_wvaccine_barrier_type,day,state,2021-06-04,2022-02-18,51,0.0981016,10.144897,1.7111244,0.666204,2022-02-23 13:54:13,20220223,2,63 -fb-survey,smoothed_wvaccine_barrier_type_has,day,county,2021-07-30,2022-02-18,543,0.0846733,23.028273,1.7019096,1.1985041,2022-02-23 13:52:17,20220223,1,63 -fb-survey,smoothed_wvaccine_barrier_type_has,day,hrr,2021-07-30,2022-02-17,305,0.0658762,18.1052542,1.630067,1.0558063,2022-02-22 13:54:23,20220222,2,63 -fb-survey,smoothed_wvaccine_barrier_type_has,day,msa,2021-07-30,2022-02-18,309,0.0751463,16.7335832,1.6675098,1.1163487,2022-02-23 13:53:45,20220223,2,63 -fb-survey,smoothed_wvaccine_barrier_type_has,day,nation,2021-07-30,2022-02-19,1,1.2701539,1.82993,1.4934292,0.128217,2022-02-24 13:53:49,20220224,4,63 -fb-survey,smoothed_wvaccine_barrier_type_has,day,state,2021-07-30,2022-02-18,51,0.1259586,10.530222,1.5518898,0.622784,2022-02-23 13:54:13,20220223,2,63 -fb-survey,smoothed_wvaccine_barrier_type_tried,day,county,2021-08-03,2022-06-25,12,1.6055948,21.1382744,9.7127907,3.2510452,2022-07-01 14:59:56,20220701,4,63 -fb-survey,smoothed_wvaccine_barrier_type_tried,day,msa,2021-08-08,2021-09-19,1,2.4199891,16.9927528,10.3384439,3.9172498,2021-09-24 16:04:18,20210924,4,5 -fb-survey,smoothed_wvaccine_barrier_type_tried,day,nation,2021-07-30,2022-06-25,1,5.9632761,12.7576168,10.0129611,1.5420296,2022-07-01 15:00:26,20220701,4,63 -fb-survey,smoothed_wvaccine_barrier_type_tried,day,state,2021-08-03,2022-06-25,12,1.7923026,27.7089968,10.1308403,3.8558502,2022-07-01 15:00:33,20220701,4,63 -fb-survey,smoothed_wvaccine_likely_doctors,day,county,2021-02-09,2021-08-08,499,7.259706,77.1595724,48.7477301,12.2246617,2021-08-13 12:55:26,20210813,1,36 -fb-survey,smoothed_wvaccine_likely_doctors,day,hrr,2021-02-09,2021-08-06,300,6.9815096,73.8261871,44.1329531,12.1363912,2021-08-11 12:57:06,20210811,3,36 -fb-survey,smoothed_wvaccine_likely_doctors,day,msa,2021-02-09,2021-08-07,279,11.7272878,73.2846346,46.9713879,11.0955423,2021-08-12 12:55:27,20210812,3,36 -fb-survey,smoothed_wvaccine_likely_doctors,day,nation,2021-02-09,2021-08-08,1,16.4374349,56.2706848,33.4230306,13.5851071,2021-08-13 12:57:04,20210813,5,36 -fb-survey,smoothed_wvaccine_likely_doctors,day,state,2021-02-09,2021-08-08,51,7.0363341,73.9381449,38.7759956,13.5895154,2021-08-13 12:57:21,20210813,4,36 -fb-survey,smoothed_wvaccine_likely_friends,day,county,2020-12-20,2021-08-08,750,3.5068034,63.4115063,31.4894873,6.8034879,2021-08-13 12:55:26,20210813,1,44 -fb-survey,smoothed_wvaccine_likely_friends,day,hrr,2020-12-20,2021-08-06,306,2.879003,54.4114958,29.4915749,7.2016915,2021-08-11 12:57:06,20210811,2,44 -fb-survey,smoothed_wvaccine_likely_friends,day,msa,2020-12-20,2021-08-07,361,4.6345847,63.4115063,30.7559854,6.4693782,2021-08-12 12:55:27,20210812,2,44 -fb-survey,smoothed_wvaccine_likely_friends,day,nation,2020-12-20,2021-08-08,1,7.9797726,36.1559722,23.8103279,8.8420382,2021-08-13 12:57:04,20210813,2,44 -fb-survey,smoothed_wvaccine_likely_friends,day,state,2020-12-20,2021-08-08,51,2.8529035,45.6453223,26.6919836,7.9727138,2021-08-13 12:57:21,20210813,2,44 -fb-survey,smoothed_wvaccine_likely_govt_health,day,county,2020-12-20,2021-08-08,742,0.4619191,58.708974,27.8905743,8.6701886,2021-08-13 12:55:26,20210813,1,44 -fb-survey,smoothed_wvaccine_likely_govt_health,day,hrr,2020-12-20,2021-08-06,306,0.2808989,56.9774781,24.3991816,9.2519611,2021-08-11 12:57:06,20210811,2,44 -fb-survey,smoothed_wvaccine_likely_govt_health,day,msa,2020-12-20,2021-08-07,357,0.4778977,55.7657274,26.359507,8.1751537,2021-08-12 12:55:27,20210812,2,44 -fb-survey,smoothed_wvaccine_likely_govt_health,day,nation,2020-12-20,2021-08-08,1,5.2371949,32.6937488,18.2387443,10.4349212,2021-08-13 12:57:04,20210813,2,44 -fb-survey,smoothed_wvaccine_likely_govt_health,day,state,2020-12-20,2021-08-08,51,0.4791461,52.5748388,21.3528736,10.2720167,2021-08-13 12:57:21,20210813,2,44 -fb-survey,smoothed_wvaccine_likely_local_health,day,county,2020-12-20,2021-03-16,744,22.2324417,75.7810762,47.8242695,7.825357,2021-03-21 11:51:28,20210321,1,44 -fb-survey,smoothed_wvaccine_likely_local_health,day,hrr,2020-12-20,2021-03-16,306,22.7657784,73.8261871,46.4835359,7.2165629,2021-03-21 11:51:45,20210321,1,44 -fb-survey,smoothed_wvaccine_likely_local_health,day,msa,2020-12-20,2021-03-16,359,19.4811503,74.2892216,46.7604427,7.3708938,2021-03-21 11:52:00,20210321,1,44 -fb-survey,smoothed_wvaccine_likely_local_health,day,nation,2020-12-20,2021-03-16,1,42.9358801,54.410947,47.2188903,3.6937254,2021-03-21 11:52:04,20210321,2,44 -fb-survey,smoothed_wvaccine_likely_local_health,day,state,2020-12-20,2021-03-16,51,27.1765913,70.855797,46.8312565,5.867508,2021-03-21 11:52:10,20210321,1,44 -fb-survey,smoothed_wvaccine_likely_politicians,day,county,2020-12-20,2021-08-08,737,0.1752614,28.2857884,8.9449866,3.7064829,2021-08-13 12:55:26,20210813,1,44 -fb-survey,smoothed_wvaccine_likely_politicians,day,hrr,2020-12-20,2021-08-06,306,0.2272727,30.3533353,7.9655254,3.6735202,2021-08-11 12:57:06,20210811,2,44 -fb-survey,smoothed_wvaccine_likely_politicians,day,msa,2020-12-20,2021-08-07,355,0.3346528,28.2857884,8.4909303,3.4597848,2021-08-12 12:55:27,20210812,2,44 -fb-survey,smoothed_wvaccine_likely_politicians,day,nation,2020-12-20,2021-08-08,1,1.3664651,12.6292333,6.1871506,3.1501693,2021-08-13 12:57:04,20210813,2,44 -fb-survey,smoothed_wvaccine_likely_politicians,day,state,2020-12-20,2021-08-08,51,0.1752614,19.5292362,6.8180187,3.327128,2021-08-13 12:57:21,20210813,2,44 -fb-survey,smoothed_wvaccine_likely_who,day,county,2020-12-20,2021-08-08,740,0.446429,64.1367354,33.1742871,9.4013078,2021-08-13 12:55:26,20210813,1,44 -fb-survey,smoothed_wvaccine_likely_who,day,hrr,2020-12-20,2021-08-06,306,0.5846541,58.6165461,29.2521162,10.0645951,2021-08-11 12:57:06,20210811,2,44 -fb-survey,smoothed_wvaccine_likely_who,day,msa,2020-12-20,2021-08-07,358,3.0838604,64.1367354,31.5261538,8.9701671,2021-08-12 12:55:27,20210812,2,44 -fb-survey,smoothed_wvaccine_likely_who,day,nation,2020-12-20,2021-08-08,1,6.6090807,37.8505547,22.2353713,11.8125939,2021-08-13 12:57:04,20210813,2,44 -fb-survey,smoothed_wvaccine_likely_who,day,state,2020-12-20,2021-08-08,51,0.446429,55.5190485,25.8668459,11.3348938,2021-08-13 12:57:22,20210813,2,44 -fb-survey,smoothed_wwant_info_children_education,day,county,2021-05-20,2022-06-25,355,0.292383,29.353383,7.4068442,3.2172861,2022-07-01 14:59:56,20220701,1,110 -fb-survey,smoothed_wwant_info_children_education,day,hrr,2021-05-20,2022-06-25,289,0.2066116,29.4027965,6.8066621,3.0104577,2022-07-01 15:00:10,20220701,4,110 -fb-survey,smoothed_wwant_info_children_education,day,msa,2021-05-20,2022-06-25,215,0.3121147,29.353383,7.0214816,2.9380345,2022-07-01 15:00:22,20220701,4,110 -fb-survey,smoothed_wwant_info_children_education,day,nation,2021-05-20,2022-06-25,1,5.613506,9.5645405,6.9718878,0.9618779,2022-07-01 15:00:26,20220701,4,110 -fb-survey,smoothed_wwant_info_children_education,day,state,2021-05-20,2022-06-25,51,0.292383,16.2595185,6.4099107,1.9891178,2022-07-01 15:00:33,20220701,4,110 -fb-survey,smoothed_wwant_info_covid_treatment,day,county,2021-05-20,2022-06-25,355,1.1167606,46.193412,17.0093775,5.4830206,2022-07-01 14:59:56,20220701,1,110 -fb-survey,smoothed_wwant_info_covid_treatment,day,hrr,2021-05-20,2022-06-25,289,1.3156696,44.8880955,15.9854304,5.2418061,2022-07-01 15:00:11,20220701,4,110 -fb-survey,smoothed_wwant_info_covid_treatment,day,msa,2021-05-20,2022-06-25,215,1.5657304,44.1036485,16.3164943,5.0559612,2022-07-01 15:00:22,20220701,4,110 -fb-survey,smoothed_wwant_info_covid_treatment,day,nation,2021-05-20,2022-06-25,1,11.5313912,21.4571967,16.3484578,2.3465849,2022-07-01 15:00:26,20220701,4,110 -fb-survey,smoothed_wwant_info_covid_treatment,day,state,2021-05-20,2022-06-25,51,2.5616594,35.9025179,15.1397714,3.9667136,2022-07-01 15:00:33,20220701,4,110 -fb-survey,smoothed_wwant_info_covid_variants,day,county,2021-05-20,2022-06-25,355,7.710231,60.6066359,28.8753534,6.8013948,2022-07-01 14:59:56,20220701,1,110 -fb-survey,smoothed_wwant_info_covid_variants,day,hrr,2021-05-20,2022-06-25,289,5.9163304,60.0311803,26.984193,6.511051,2022-07-01 15:00:11,20220701,4,110 -fb-survey,smoothed_wwant_info_covid_variants,day,msa,2021-05-20,2022-06-25,215,8.9517221,55.3597721,27.854011,6.1438722,2022-07-01 15:00:22,20220701,4,110 -fb-survey,smoothed_wwant_info_covid_variants,day,nation,2021-05-20,2022-06-25,1,22.7048749,34.8015595,27.4057197,3.7141623,2022-07-01 15:00:26,20220701,4,110 -fb-survey,smoothed_wwant_info_covid_variants,day,state,2021-05-20,2022-06-25,51,6.6991966,58.6471109,26.3085977,5.4736628,2022-07-01 15:00:33,20220701,4,110 -fb-survey,smoothed_wwant_info_employment,day,county,2021-05-20,2022-06-25,355,1.2708084,43.4376744,13.9642245,4.7943139,2022-07-01 14:59:56,20220701,1,110 -fb-survey,smoothed_wwant_info_employment,day,hrr,2021-05-20,2022-06-25,289,0.9601587,40.0580879,13.1043427,4.4517553,2022-07-01 15:00:11,20220701,4,110 -fb-survey,smoothed_wwant_info_employment,day,msa,2021-05-20,2022-06-25,215,2.0095913,41.7064632,13.3294776,4.1553257,2022-07-01 15:00:22,20220701,4,110 -fb-survey,smoothed_wwant_info_employment,day,nation,2021-05-20,2022-06-25,1,12.448366,15.4840719,13.6531257,0.6712723,2022-07-01 15:00:26,20220701,4,110 -fb-survey,smoothed_wwant_info_employment,day,state,2021-05-20,2022-06-25,51,2.3872098,27.6016744,12.6311235,2.9337623,2022-07-01 15:00:34,20220701,4,110 -fb-survey,smoothed_wwant_info_mental_health,day,county,2021-05-20,2022-06-25,355,2.3491042,46.3749193,18.5940015,5.1881484,2022-07-01 14:59:56,20220701,1,110 -fb-survey,smoothed_wwant_info_mental_health,day,hrr,2021-05-20,2022-06-25,289,2.1985778,46.9791113,17.2598518,4.807292,2022-07-01 15:00:11,20220701,4,110 -fb-survey,smoothed_wwant_info_mental_health,day,msa,2021-05-20,2022-06-25,215,1.9431669,47.4614322,17.8429746,4.4491411,2022-07-01 15:00:22,20220701,4,110 -fb-survey,smoothed_wwant_info_mental_health,day,nation,2021-05-20,2022-06-25,1,15.9678165,19.9677129,17.803888,0.9993642,2022-07-01 15:00:26,20220701,4,110 -fb-survey,smoothed_wwant_info_mental_health,day,state,2021-05-20,2022-06-25,51,2.9363483,46.3749193,16.8558162,3.3298125,2022-07-01 15:00:34,20220701,4,110 -fb-survey,smoothed_wwant_info_none,day,county,2021-05-20,2022-06-25,355,16.5501582,82.2405138,54.2453005,8.4337292,2022-07-01 14:59:56,20220701,1,110 -fb-survey,smoothed_wwant_info_none,day,hrr,2021-05-20,2022-06-25,289,16.4047071,85.5599573,56.7461528,8.2363471,2022-07-01 15:00:11,20220701,4,110 -fb-survey,smoothed_wwant_info_none,day,msa,2021-05-20,2022-06-25,215,22.7590951,82.4896053,55.8203858,7.22966,2022-07-01 15:00:22,20220701,4,110 -fb-survey,smoothed_wwant_info_none,day,nation,2021-05-20,2022-06-25,1,50.215821,59.1416216,55.6319834,2.5283015,2022-07-01 15:00:26,20220701,4,110 -fb-survey,smoothed_wwant_info_none,day,state,2021-05-20,2022-06-25,51,27.563182,83.2953347,57.9695431,6.3063546,2022-07-01 15:00:34,20220701,4,110 -fb-survey,smoothed_wwant_info_relationships,day,county,2021-05-20,2022-06-25,355,0.454955,34.7167506,9.3233291,3.6982645,2022-07-01 14:59:56,20220701,1,110 -fb-survey,smoothed_wwant_info_relationships,day,hrr,2021-05-20,2022-06-25,289,0.3289474,32.7373288,8.4533624,3.3466102,2022-07-01 15:00:11,20220701,4,110 -fb-survey,smoothed_wwant_info_relationships,day,msa,2021-05-20,2022-06-25,215,0.4231536,39.3171652,8.759038,3.1968178,2022-07-01 15:00:22,20220701,4,110 -fb-survey,smoothed_wwant_info_relationships,day,nation,2021-05-20,2022-06-25,1,7.1218982,10.2674231,8.6145216,1.0178285,2022-07-01 15:00:26,20220701,4,110 -fb-survey,smoothed_wwant_info_relationships,day,state,2021-05-20,2022-06-25,51,0.5517402,26.2315663,7.9942383,2.4207866,2022-07-01 15:00:34,20220701,4,110 -fb-survey,smoothed_wwant_info_vaccine_access,day,county,2021-05-20,2022-06-25,355,0.1219361,21.4938234,3.1003567,1.9796343,2022-07-01 14:59:56,20220701,1,110 -fb-survey,smoothed_wwant_info_vaccine_access,day,hrr,2021-05-20,2022-06-25,289,0.1075269,16.9004841,2.8537367,1.8017906,2022-07-01 15:00:11,20220701,4,110 -fb-survey,smoothed_wwant_info_vaccine_access,day,msa,2021-05-20,2022-06-25,215,0.1331817,30.3987418,2.9296704,1.851172,2022-07-01 15:00:22,20220701,4,110 -fb-survey,smoothed_wwant_info_vaccine_access,day,nation,2021-05-20,2022-06-25,1,2.2664813,3.4611316,2.8570513,0.2461644,2022-07-01 15:00:26,20220701,4,110 -fb-survey,smoothed_wwant_info_vaccine_access,day,state,2021-05-20,2022-06-25,51,0.1219361,10.5290937,2.5865831,1.1148775,2022-07-01 15:00:34,20220701,4,110 -fb-survey,smoothed_wwant_info_vaccine_types,day,county,2021-05-20,2022-06-25,355,0.3451439,34.292441,9.2703739,3.4846302,2022-07-01 14:59:56,20220701,1,110 -fb-survey,smoothed_wwant_info_vaccine_types,day,hrr,2021-05-20,2022-06-25,289,0.3448276,33.9369294,8.7436942,3.259631,2022-07-01 15:00:11,20220701,4,110 -fb-survey,smoothed_wwant_info_vaccine_types,day,msa,2021-05-20,2022-06-25,215,0.4226636,37.6360851,8.9183023,3.1873154,2022-07-01 15:00:22,20220701,4,110 -fb-survey,smoothed_wwant_info_vaccine_types,day,nation,2021-05-20,2022-06-25,1,7.6142741,10.9393633,8.9021634,0.6874703,2022-07-01 15:00:26,20220701,4,110 -fb-survey,smoothed_wwant_info_vaccine_types,day,state,2021-05-20,2022-06-25,51,0.3459039,22.67155,8.2462851,2.1658732,2022-07-01 15:00:34,20220701,4,110 -fb-survey,smoothed_wwanted_test_14d,day,county,2020-09-08,2021-08-08,739,0.1587571,41.5185667,7.5925977,4.1336842,2021-08-13 12:55:26,20210813,0,92 -fb-survey,smoothed_wwanted_test_14d,day,hrr,2020-09-08,2021-08-08,306,0.1355014,27.9964178,7.1987494,3.7610783,2021-08-13 12:56:18,20210813,5,92 -fb-survey,smoothed_wwanted_test_14d,day,msa,2020-09-08,2021-08-08,358,0.1587571,36.3557968,7.3513823,3.8123354,2021-08-13 12:56:58,20210813,5,92 -fb-survey,smoothed_wwanted_test_14d,day,nation,2020-09-08,2021-08-08,1,1.4779078,12.1428717,6.611073,3.3730495,2021-08-13 12:57:04,20210813,5,98 -fb-survey,smoothed_wwanted_test_14d,day,state,2020-09-08,2021-08-08,51,0.1976331,23.1824888,6.6375353,3.537193,2021-08-13 12:57:22,20210813,5,92 -fb-survey,smoothed_wwearing_mask,day,county,2020-09-08,2021-02-21,742,46.5246845,99.7326725,88.7819744,6.9900593,2021-03-17 18:42:52,20210317,0,92 -fb-survey,smoothed_wwearing_mask,day,hrr,2020-09-08,2021-02-20,306,44.9625133,99.6774194,86.7584134,7.3901029,2021-03-17 18:42:15,20210317,5,92 -fb-survey,smoothed_wwearing_mask,day,msa,2020-09-08,2021-02-21,359,43.5831097,99.6775583,87.5598281,7.0845001,2021-03-17 18:43:17,20210317,5,92 -fb-survey,smoothed_wwearing_mask,day,nation,2020-09-08,2021-02-22,1,84.3485583,93.2178515,88.8670227,3.1131215,2021-03-17 18:44:10,20210317,5,98 -fb-survey,smoothed_wwearing_mask,day,state,2020-09-08,2021-02-21,51,50.762044,99.5948522,87.2809617,6.9568473,2021-03-17 18:43:24,20210317,5,92 -fb-survey,smoothed_wwearing_mask_7d,day,county,2021-02-09,2022-06-25,662,5.98686,99.7573185,61.80579,23.0183261,2022-07-01 14:59:56,20220701,1,63 -fb-survey,smoothed_wwearing_mask_7d,day,hrr,2021-02-09,2022-06-25,306,4.5437691,99.795082,56.6835861,23.0747418,2022-07-01 15:00:11,20220701,4,63 -fb-survey,smoothed_wwearing_mask_7d,day,msa,2021-02-09,2022-06-25,344,4.0666985,99.7573185,59.6318864,22.7905839,2022-07-01 15:00:22,20220701,4,63 -fb-survey,smoothed_wwearing_mask_7d,day,nation,2021-02-09,2022-06-25,1,29.0033818,92.0933281,59.5204752,18.7918683,2022-07-01 15:00:26,20220701,4,63 -fb-survey,smoothed_wwearing_mask_7d,day,state,2021-02-09,2022-06-25,51,5.8599585,99.5762712,55.8022928,22.959884,2022-07-01 15:00:34,20220701,4,63 -fb-survey,smoothed_wwork_outside_home_1d,day,county,2020-09-08,2021-03-15,831,9.4509317,64.2551351,35.0285712,6.8365381,2021-03-20 11:51:35,20210320,0,92 -fb-survey,smoothed_wwork_outside_home_1d,day,hrr,2020-09-08,2021-03-11,306,14.3288,61.1471406,35.6776456,6.2129467,2021-03-17 18:58:05,20210317,2,92 -fb-survey,smoothed_wwork_outside_home_1d,day,msa,2020-09-08,2021-03-14,370,10.006004,65.7893559,35.8972798,6.6585783,2021-03-19 11:51:48,20210319,1,92 -fb-survey,smoothed_wwork_outside_home_1d,day,nation,2020-09-08,2021-03-18,1,24.3270003,39.1900137,34.6474592,3.6229461,2021-03-23 11:53:46,20210323,2,98 -fb-survey,smoothed_wwork_outside_home_1d,day,state,2020-09-08,2021-03-15,51,9.7034648,57.2831637,35.8318816,5.9256329,2021-03-20 11:52:14,20210320,2,92 -fb-survey,smoothed_wwork_outside_home_indoors_1d,day,county,2021-03-02,2022-06-25,670,9.7798451,69.9875077,39.1239113,6.6479648,2022-07-01 14:59:57,20220701,1,63 -fb-survey,smoothed_wwork_outside_home_indoors_1d,day,hrr,2021-03-02,2022-06-25,306,13.1381872,69.6931906,39.8079887,6.23601,2022-07-01 15:00:11,20220701,4,63 -fb-survey,smoothed_wwork_outside_home_indoors_1d,day,msa,2021-03-02,2022-06-25,349,9.7798451,71.1995787,39.7791789,6.5067048,2022-07-01 15:00:22,20220701,4,63 -fb-survey,smoothed_wwork_outside_home_indoors_1d,day,nation,2021-03-02,2022-06-25,1,27.6726804,43.7207665,39.2049883,2.9440257,2022-07-01 15:00:26,20220701,4,63 -fb-survey,smoothed_wwork_outside_home_indoors_1d,day,state,2021-03-02,2022-06-25,51,13.7594749,60.8604643,40.5472778,5.2836308,2022-07-01 15:00:34,20220701,4,63 -fb-survey,smoothed_wworried_become_ill,day,county,2020-09-08,2021-08-08,739,19.5361406,93.9006459,59.5562444,9.5501101,2021-08-13 12:55:28,20210813,0,92 -fb-survey,smoothed_wworried_become_ill,day,hrr,2020-09-08,2021-08-08,306,22.3139171,86.8522829,57.9492483,9.2887984,2021-08-13 12:56:20,20210813,5,92 -fb-survey,smoothed_wworried_become_ill,day,msa,2020-09-08,2021-08-08,358,19.5361406,93.9006459,58.6357432,9.3591756,2021-08-13 12:56:59,20210813,5,92 -fb-survey,smoothed_wworried_become_ill,day,nation,2020-09-08,2021-08-08,1,35.7184994,70.8400827,55.67588,10.2247137,2021-08-13 12:57:04,20210813,5,98 -fb-survey,smoothed_wworried_become_ill,day,state,2020-09-08,2021-08-08,51,19.6673155,78.9788449,56.1876233,10.1268506,2021-08-13 12:57:22,20210813,5,92 -fb-survey,smoothed_wworried_catch_covid,day,county,2021-05-20,2022-06-25,376,12.4829172,84.2052504,46.7587756,10.8126579,2022-07-01 14:59:57,20220701,1,110 -fb-survey,smoothed_wworried_catch_covid,day,hrr,2021-05-20,2022-06-25,293,11.5162804,84.1507655,43.7524424,10.5488557,2022-07-01 15:00:11,20220701,4,110 -fb-survey,smoothed_wworried_catch_covid,day,msa,2021-05-20,2022-06-25,220,13.7197585,84.2052504,45.0489584,10.1411255,2022-07-01 15:00:22,20220701,4,110 -fb-survey,smoothed_wworried_catch_covid,day,nation,2021-05-20,2022-06-25,1,33.1016879,57.3264887,44.5170577,6.459023,2022-07-01 15:00:26,20220701,4,110 -fb-survey,smoothed_wworried_catch_covid,day,state,2021-05-20,2022-06-25,51,10.8843351,78.59617,41.8433606,9.4276472,2022-07-01 15:00:34,20220701,4,110 -fb-survey,smoothed_wworried_finances,day,county,2020-09-08,2022-06-25,750,11.1143697,83.6218012,41.1647182,8.0881449,2022-07-01 14:59:57,20220701,0,92 -fb-survey,smoothed_wworried_finances,day,hrr,2020-09-08,2022-06-25,306,12.2427033,76.4272193,41.1335091,7.4902084,2022-07-01 15:00:11,20220701,4,92 -fb-survey,smoothed_wworried_finances,day,msa,2020-09-08,2022-06-25,360,13.1044873,83.6218012,41.2964627,7.7953364,2022-07-01 15:00:22,20220701,4,92 -fb-survey,smoothed_wworried_finances,day,nation,2020-09-08,2022-06-25,1,36.1576239,50.5120064,41.1379765,3.9146201,2022-07-01 15:00:26,20220701,4,98 -fb-survey,smoothed_wworried_finances,day,state,2020-09-08,2022-06-25,51,18.9410484,58.378139,39.9359039,5.5342188,2022-07-01 15:00:34,20220701,4,92 -fb-survey,smoothed_wworried_vaccine_side_effects,day,county,2021-01-13,2022-06-25,722,15.0713634,86.347618,53.2623794,14.7692205,2022-07-01 14:59:57,20220701,1,63 -fb-survey,smoothed_wworried_vaccine_side_effects,day,hrr,2021-01-13,2022-06-25,306,21.06384,89.8120578,59.8813023,13.4791837,2022-07-01 15:00:12,20220701,4,63 -fb-survey,smoothed_wworried_vaccine_side_effects,day,msa,2021-01-13,2022-06-25,359,19.229984,87.642629,55.2390122,14.4232621,2022-07-01 15:00:22,20220701,4,63 -fb-survey,smoothed_wworried_vaccine_side_effects,day,nation,2021-01-13,2022-06-25,1,38.6339196,72.2343997,65.5906145,9.0739766,2022-07-01 15:00:26,20220701,2,63 -fb-survey,smoothed_wworried_vaccine_side_effects,day,state,2021-01-13,2022-06-25,51,23.0894615,85.903338,64.6252616,10.8323669,2022-07-01 15:00:34,20220701,4,63 -ght,raw_search,day,dma,2020-02-01,2021-03-04,210,0.0,1565.76200417525,20.9482376,65.2674025,2021-03-08 13:51:23,20210308,2,95 -ght,raw_search,day,hrr,2020-02-01,2021-03-04,306,0.0,1410.08842302,21.9186474,49.0164187,2021-03-08 13:51:23,20210308,2,95 -ght,raw_search,day,msa,2020-02-01,2021-03-04,381,0.0,1565.76200417525,22.1626516,55.1958568,2021-03-08 13:51:24,20210308,2,95 -ght,raw_search,day,state,2020-02-01,2021-03-04,51,0.0,530.20464784,20.8002893,34.0252416,2021-03-08 13:51:24,20210308,2,95 -ght,smoothed_search,day,dma,2020-02-01,2021-03-04,210,0.0,1527.49490835,21.6425026,49.2963765,2021-03-08 13:51:23,20210308,2,95 -ght,smoothed_search,day,hrr,2020-02-01,2021-03-04,306,0.0,1410.08842302,22.2032196,38.1130556,2021-03-08 13:51:23,20210308,2,95 -ght,smoothed_search,day,msa,2020-02-01,2021-03-04,381,0.0,1527.49490835,22.6439253,41.9518625,2021-03-08 13:51:24,20210308,2,95 -ght,smoothed_search,day,state,2020-02-01,2021-03-04,51,0.0,530.20464784,21.0425576,27.779224,2021-03-08 13:51:24,20210308,2,95 -google-survey,raw_cli,day,county,2020-04-11,2020-05-14,649,0.409836065573771,35.423894886623,7.5642062,2.3033009,2020-05-15 14:51:20,20200516,1,27 -google-survey,raw_cli,day,hrr,2020-04-11,2020-05-14,282,0.78125,23.8735267431388,7.5031418,2.1662551,2020-05-15 14:51:20,20200516,2,27 -google-survey,raw_cli,day,msa,2020-04-11,2020-05-14,324,0.0,20.2898257604082,7.41813,2.0245724,2020-05-15 14:51:20,20200516,2,27 -google-survey,raw_cli,day,state,2020-04-11,2020-05-14,51,2.17391304347826,18.787540792796,7.2286506,1.740113,2020-05-15 14:51:20,20200516,2,27 -google-survey,smoothed_cli,day,county,2020-04-11,2020-05-14,649,0.880545893794213,28.749996064143,7.5262832,2.1496115,2020-05-15 14:51:20,20200516,1,27 -google-survey,smoothed_cli,day,hrr,2020-04-11,2020-05-14,282,3.7019332071209,22.726557194704,7.5733011,2.0361627,2020-05-15 14:51:20,20200516,2,27 -google-survey,smoothed_cli,day,msa,2020-04-11,2020-05-14,324,3.01822323462415,19.1367838167457,7.4565365,1.7716232,2020-05-15 14:51:20,20200516,2,27 -google-survey,smoothed_cli,day,state,2020-04-11,2020-05-14,51,3.64100926221654,18.1033479398524,7.1670572,1.7637356,2020-05-15 14:51:20,20200516,2,27 -google-symptoms,ageusia_raw_search,day,county,2020-02-13,2022-01-20,92,0.02,2.8,0.1628996,0.1148612,2022-01-24 14:03:00,20220124,4,336 -google-symptoms,ageusia_raw_search,day,hhs,2020-02-14,2022-01-20,10,0.0131270807702595,1.2480681700533858,0.140034,0.0911828,2022-01-24 14:03:00,20220124,4,669 -google-symptoms,ageusia_raw_search,day,hrr,2020-02-13,2022-01-20,106,7.070846583878629e-07,2.1978302516782264,0.0903941,0.0964045,2022-01-24 14:03:00,20220124,4,336 -google-symptoms,ageusia_raw_search,day,msa,2020-02-13,2022-01-20,54,0.0033902801295283,1.4696504092228102,0.1162842,0.0898667,2022-01-24 14:03:01,20220124,4,336 -google-symptoms,ageusia_raw_search,day,nation,2020-02-14,2022-01-20,1,0.0298998387351133,0.5080993582433261,0.1514058,0.0756495,2022-01-24 14:03:01,20220124,4,669 -google-symptoms,ageusia_raw_search,day,state,2020-02-13,2022-01-20,43,0.02,1.6,0.1737928,0.1028339,2022-01-24 14:03:01,20220124,4,336 -google-symptoms,ageusia_smoothed_search,day,county,2020-02-20,2022-01-20,92,0.0328571428571428,2.001428571428572,0.1793956,0.1175762,2022-01-24 14:03:00,20220124,3,329 -google-symptoms,ageusia_smoothed_search,day,hhs,2020-02-20,2022-01-20,10,0.0179084404925376,0.9134917551559588,0.1412503,0.0881181,2022-01-24 14:03:00,20220124,4,663 -google-symptoms,ageusia_smoothed_search,day,hrr,2020-02-20,2022-01-20,106,6.575606920968502e-06,1.9360977520295877,0.0996178,0.097535,2022-01-24 14:03:00,20220124,3,329 -google-symptoms,ageusia_smoothed_search,day,msa,2020-02-20,2022-01-20,54,0.012888080770378,1.1303163980678963,0.1252972,0.0908501,2022-01-24 14:03:01,20220124,3,329 -google-symptoms,ageusia_smoothed_search,day,nation,2020-02-20,2022-01-20,1,0.0338719602832891,0.3869580463385803,0.151751,0.0732171,2022-01-24 14:03:01,20220124,4,663 -google-symptoms,ageusia_smoothed_search,day,state,2020-02-20,2022-01-20,43,0.0342857142857142,1.18,0.1775286,0.1007419,2022-01-24 14:03:01,20220124,3,329 -google-symptoms,anosmia_raw_search,day,county,2020-02-13,2022-01-20,109,0.03,6.57,0.2204089,0.1742904,2022-01-24 14:03:00,20220124,4,336 -google-symptoms,anosmia_raw_search,day,hhs,2020-02-14,2022-01-20,10,0.0173693227372303,2.7200165442391304,0.1945913,0.1329324,2022-01-24 14:03:00,20220124,4,669 -google-symptoms,anosmia_raw_search,day,hrr,2020-02-13,2022-01-20,115,5.656677267102902e-07,4.9685954785081545,0.1306022,0.139857,2022-01-24 14:03:01,20220124,4,336 -google-symptoms,anosmia_raw_search,day,msa,2020-02-13,2022-01-20,64,0.0088361517675675,3.132953842235674,0.1635651,0.1279177,2022-01-24 14:03:01,20220124,4,336 -google-symptoms,anosmia_raw_search,day,nation,2020-02-14,2022-01-20,1,0.0438656821358702,1.29733135353733,0.2050263,0.1108735,2022-01-24 14:03:01,20220124,4,669 -google-symptoms,anosmia_raw_search,day,state,2020-02-13,2022-01-20,44,0.03,3.47,0.2254759,0.1390483,2022-01-24 14:03:01,20220124,4,336 -google-symptoms,anosmia_smoothed_search,day,county,2020-02-20,2022-01-20,109,0.0414285714285714,3.762857142857143,0.2360233,0.1638776,2022-01-24 14:03:00,20220124,3,329 -google-symptoms,anosmia_smoothed_search,day,hhs,2020-02-20,2022-01-20,10,0.0273448966120518,1.787173096021979,0.1953557,0.1200617,2022-01-24 14:03:00,20220124,4,663 -google-symptoms,anosmia_smoothed_search,day,hrr,2020-02-20,2022-01-20,115,5.873357638146623e-06,3.359756365647917,0.1382351,0.1334759,2022-01-24 14:03:01,20220124,3,329 -google-symptoms,anosmia_smoothed_search,day,msa,2020-02-20,2022-01-20,64,0.0172218958627234,2.1852318317670267,0.1714624,0.1203665,2022-01-24 14:03:01,20220124,3,329 -google-symptoms,anosmia_smoothed_search,day,nation,2020-02-20,2022-01-20,1,0.0488230407808455,0.7001163446093951,0.2054266,0.0978696,2022-01-24 14:03:01,20220124,4,663 -google-symptoms,anosmia_smoothed_search,day,state,2020-02-20,2022-01-20,44,0.0442857142857142,2.307142857142857,0.2293551,0.1254468,2022-01-24 14:03:01,20220124,3,329 -google-symptoms,s01_raw_search,day,county,2020-02-14,2024-07-13,1523,0.145,41.7575,1.4458065,0.6029111,2024-07-17 13:15:29,20240717,4,738 -google-symptoms,s01_raw_search,day,hhs,2020-02-14,2024-07-13,10,0.5629032,4.8329906,1.5626725,0.5987219,2024-07-17 13:15:33,20240717,4,738 -google-symptoms,s01_raw_search,day,hrr,2020-02-14,2024-07-13,306,0.0025898,5.9852293,1.2959006,0.5858162,2024-07-17 13:15:33,20240717,4,738 -google-symptoms,s01_raw_search,day,msa,2020-02-14,2024-07-13,384,0.1525,6.8110606,1.3936503,0.5849853,2024-07-17 13:15:35,20240717,4,738 -google-symptoms,s01_raw_search,day,nation,2020-02-14,2024-07-13,1,0.7398929,4.3968376,1.613721,0.5701939,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,s01_raw_search,day,state,2020-02-14,2024-07-13,51,0.345,5.4375,1.5659896,0.6261226,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,s01_smoothed_search,day,county,2020-02-20,2024-07-13,1523,0.0,19.3282143,1.3457387,0.6052145,2024-07-17 13:15:29,20240717,4,732 -google-symptoms,s01_smoothed_search,day,hhs,2020-02-20,2024-07-13,10,0.6021712,4.5579379,1.5626276,0.5918432,2024-07-17 13:15:33,20240717,4,732 -google-symptoms,s01_smoothed_search,day,hrr,2020-02-20,2024-07-13,306,0.0,5.454187,1.2737633,0.5905242,2024-07-17 13:15:34,20240717,4,732 -google-symptoms,s01_smoothed_search,day,msa,2020-02-20,2024-07-13,384,0.0,5.4585924,1.3693011,0.5858352,2024-07-17 13:15:35,20240717,4,732 -google-symptoms,s01_smoothed_search,day,nation,2020-02-20,2024-07-13,1,0.7624728,4.1780875,1.6137093,0.5635924,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,s01_smoothed_search,day,state,2020-02-20,2024-07-13,51,0.3928571,5.1821429,1.5659408,0.617283,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,s02_raw_search,day,county,2020-02-14,2024-07-13,2082,0.1933333,15.23,1.9736893,0.9636114,2024-07-17 13:15:29,20240717,4,738 -google-symptoms,s02_raw_search,day,hhs,2020-02-14,2024-07-13,10,0.9644648,10.2016334,2.3780304,0.9261871,2024-07-17 13:15:33,20240717,4,738 -google-symptoms,s02_raw_search,day,hrr,2020-02-14,2024-07-13,306,0.0619654,11.9665981,2.0572122,0.9312176,2024-07-17 13:15:34,20240717,4,738 -google-symptoms,s02_raw_search,day,msa,2020-02-14,2024-07-13,384,0.2189365,12.1074102,2.1978484,0.9426042,2024-07-17 13:15:35,20240717,4,738 -google-symptoms,s02_raw_search,day,nation,2020-02-14,2024-07-13,1,1.2120147,9.6328876,2.4306044,0.8874711,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,s02_raw_search,day,state,2020-02-14,2024-07-13,51,0.545,11.955,2.403114,0.9693,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,s02_smoothed_search,day,county,2020-02-20,2024-07-13,2082,0.0,9.8964286,1.7974889,0.9874446,2024-07-17 13:15:30,20240717,3,732 -google-symptoms,s02_smoothed_search,day,hhs,2020-02-20,2024-07-13,10,0.9898071,8.5374392,2.3779637,0.911629,2024-07-17 13:15:33,20240717,4,732 -google-symptoms,s02_smoothed_search,day,hrr,2020-02-20,2024-07-13,306,0.0,9.8010037,2.0227886,0.9385257,2024-07-17 13:15:34,20240717,4,732 -google-symptoms,s02_smoothed_search,day,msa,2020-02-20,2024-07-13,384,0.0,9.805927,2.1610385,0.9473767,2024-07-17 13:15:35,20240717,4,732 -google-symptoms,s02_smoothed_search,day,nation,2020-02-20,2024-07-13,1,1.2745183,8.0950094,2.4306106,0.8739282,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,s02_smoothed_search,day,state,2020-02-20,2024-07-13,51,0.6290476,9.7983333,2.4029937,0.9524848,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,s03_raw_search,day,county,2020-02-14,2024-07-13,1556,0.114,9.344,0.863376,0.3517303,2024-07-17 13:15:31,20240717,4,738 -google-symptoms,s03_raw_search,day,hhs,2020-02-14,2024-07-13,10,0.4449867,5.0817512,0.9618082,0.3212215,2024-07-17 13:15:33,20240717,4,738 -google-symptoms,s03_raw_search,day,hrr,2020-02-14,2024-07-13,306,0.0020661,6.7535321,0.7632649,0.348486,2024-07-17 13:15:34,20240717,4,738 -google-symptoms,s03_raw_search,day,msa,2020-02-14,2024-07-13,384,0.0770901,6.5204411,0.8108243,0.3297275,2024-07-17 13:15:35,20240717,4,738 -google-symptoms,s03_raw_search,day,nation,2020-02-14,2024-07-13,1,0.568635,4.557349,0.9806504,0.3004047,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,s03_raw_search,day,state,2020-02-14,2024-07-13,51,0.258,6.32,0.953399,0.3397813,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,s03_smoothed_search,day,county,2020-02-20,2024-07-13,1556,0.0,5.3408571,0.7453625,0.3538509,2024-07-17 13:15:31,20240717,3,732 -google-symptoms,s03_smoothed_search,day,hhs,2020-02-20,2024-07-13,10,0.4821263,3.9093147,0.9618966,0.3105097,2024-07-17 13:15:33,20240717,4,732 -google-symptoms,s03_smoothed_search,day,hrr,2020-02-20,2024-07-13,306,0.0,4.9255751,0.7505019,0.3456565,2024-07-17 13:15:34,20240717,4,732 -google-symptoms,s03_smoothed_search,day,msa,2020-02-20,2024-07-13,384,0.0,4.7907217,0.7964956,0.3230314,2024-07-17 13:15:35,20240717,4,732 -google-symptoms,s03_smoothed_search,day,nation,2020-02-20,2024-07-13,1,0.6007511,3.6128182,0.9807975,0.2906154,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,s03_smoothed_search,day,state,2020-02-20,2024-07-13,51,0.2945714,4.5048571,0.953463,0.3267243,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,s04_raw_search,day,county,2020-02-14,2024-07-13,1031,0.0525,3.93,0.4827724,0.2070064,2024-07-17 13:15:31,20240717,4,738 -google-symptoms,s04_raw_search,day,hhs,2020-02-14,2024-07-13,10,0.2403526,1.7477591,0.6571675,0.17183,2024-07-17 13:15:33,20240717,4,738 -google-symptoms,s04_raw_search,day,hrr,2020-02-14,2024-07-13,305,6.5e-05,3.8307638,0.4429192,0.2129804,2024-07-17 13:15:34,20240717,4,738 -google-symptoms,s04_raw_search,day,msa,2020-02-14,2024-07-13,383,0.0289013,3.8388485,0.491735,0.2000115,2024-07-17 13:15:35,20240717,4,738 -google-symptoms,s04_raw_search,day,nation,2020-02-14,2024-07-13,1,0.3475773,1.6138886,0.6691913,0.1556553,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,s04_raw_search,day,state,2020-02-14,2024-07-13,51,0.09875,1.98125,0.6652702,0.190865,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,s04_smoothed_search,day,county,2020-02-20,2024-07-13,1031,0.0,1.9792857,0.4275826,0.2233178,2024-07-17 13:15:32,20240717,4,732 -google-symptoms,s04_smoothed_search,day,hhs,2020-02-20,2024-07-13,10,0.302677,1.633269,0.657328,0.1624917,2024-07-17 13:15:33,20240717,4,732 -google-symptoms,s04_smoothed_search,day,hrr,2020-02-20,2024-07-13,305,0.0,1.9341105,0.4332943,0.2118484,2024-07-17 13:15:34,20240717,4,732 -google-symptoms,s04_smoothed_search,day,msa,2020-02-20,2024-07-13,383,0.0,1.9757143,0.4760023,0.1972503,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,s04_smoothed_search,day,nation,2020-02-20,2024-07-13,1,0.4146152,1.5291331,0.669355,0.1457618,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,s04_smoothed_search,day,state,2020-02-20,2024-07-13,51,0.2210714,1.8407143,0.6654414,0.1792661,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,s05_smoothed_search,day,county,2020-02-20,2024-07-13,114,0.0,2.0214286,0.0923442,0.0829948,2024-07-17 13:15:32,20240717,3,732 -google-symptoms,s05_smoothed_search,day,hhs,2020-02-20,2024-07-13,10,0.0,1.0099765,0.1044928,0.0690878,2024-07-17 13:15:33,20240717,4,732 -google-symptoms,s05_smoothed_search,day,hrr,2020-02-20,2024-07-13,118,0.0,1.9636653,0.0583359,0.0665195,2024-07-17 13:15:34,20240717,4,732 -google-symptoms,s05_smoothed_search,day,msa,2020-02-20,2024-07-13,65,0.0,1.2305151,0.0703972,0.0640411,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,s05_smoothed_search,day,nation,2020-02-20,2024-07-13,1,0.0222244,0.4012052,0.1111188,0.0629392,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,s05_smoothed_search,day,state,2020-02-20,2024-07-13,45,0.0,1.2985714,0.1023828,0.0811467,2024-07-17 13:15:36,20240717,3,732 -google-symptoms,s06_raw_search,day,county,2020-02-14,2024-07-13,869,0.0733333,3.8166667,0.7171405,0.2509621,2024-07-17 13:15:32,20240717,4,738 -google-symptoms,s06_raw_search,day,hhs,2020-02-14,2024-07-13,10,0.3065122,1.9331217,0.7831431,0.2417782,2024-07-17 13:15:33,20240717,4,738 -google-symptoms,s06_raw_search,day,hrr,2020-02-14,2024-07-13,304,8.36e-05,2.6907692,0.5563906,0.2612786,2024-07-17 13:15:34,20240717,4,738 -google-symptoms,s06_raw_search,day,msa,2020-02-14,2024-07-13,379,0.0698392,3.6766667,0.6513573,0.2451345,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,s06_raw_search,day,nation,2020-02-14,2024-07-13,1,0.3923812,1.7562711,0.8039715,0.2280758,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,s06_raw_search,day,state,2020-02-14,2024-07-13,51,0.1533333,2.2033333,0.7768827,0.2577945,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,s06_smoothed_search,day,county,2020-02-20,2024-07-13,869,0.0,2.942381,0.6715739,0.2519801,2024-07-17 13:15:32,20240717,4,732 -google-symptoms,s06_smoothed_search,day,hhs,2020-02-20,2024-07-13,10,0.3288689,1.804973,0.783512,0.2387222,2024-07-17 13:15:33,20240717,4,732 -google-symptoms,s06_smoothed_search,day,hrr,2020-02-20,2024-07-13,304,0.0,2.4442007,0.5435988,0.263496,2024-07-17 13:15:34,20240717,4,732 -google-symptoms,s06_smoothed_search,day,msa,2020-02-20,2024-07-13,379,0.0,2.942381,0.6269093,0.2474402,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,s06_smoothed_search,day,nation,2020-02-20,2024-07-13,1,0.4007222,1.5691818,0.8043518,0.2252896,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,s06_smoothed_search,day,state,2020-02-20,2024-07-13,51,0.1852381,2.0328571,0.7772562,0.2522011,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,scontrol_raw_search,day,county,2020-02-14,2024-07-13,1438,0.25,14.124,3.3171389,1.0021697,2024-07-17 13:15:32,20240717,4,738 -google-symptoms,scontrol_raw_search,day,hhs,2020-02-14,2024-07-13,10,2.097142,10.5574026,3.561163,0.4858404,2024-07-17 13:15:33,20240717,4,738 -google-symptoms,scontrol_raw_search,day,hrr,2020-02-14,2024-07-13,306,0.0535164,12.348618,3.1551263,0.8088133,2024-07-17 13:15:34,20240717,4,738 -google-symptoms,scontrol_raw_search,day,msa,2020-02-14,2024-07-13,384,0.2728576,14.124,3.529657,0.7122945,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,scontrol_raw_search,day,nation,2020-02-14,2024-07-13,1,2.6600321,9.6695483,3.6656477,0.3549504,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,scontrol_raw_search,day,state,2020-02-14,2024-07-13,51,1.386,12.48,3.6053961,0.5999558,2024-07-17 13:15:36,20240717,4,738 -google-symptoms,scontrol_smoothed_search,day,county,2020-02-20,2024-07-13,1438,0.0,7.4088571,3.2498719,0.9947871,2024-07-17 13:15:33,20240717,4,732 -google-symptoms,scontrol_smoothed_search,day,hhs,2020-02-20,2024-07-13,10,2.1692694,6.0588907,3.5622185,0.4422332,2024-07-17 13:15:33,20240717,4,732 -google-symptoms,scontrol_smoothed_search,day,hrr,2020-02-20,2024-07-13,306,0.0,6.844638,3.1042179,0.8640953,2024-07-17 13:15:35,20240717,4,732 -google-symptoms,scontrol_smoothed_search,day,msa,2020-02-20,2024-07-13,384,0.0,7.3748571,3.4726074,0.7844,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,scontrol_smoothed_search,day,nation,2020-02-20,2024-07-13,1,2.7735218,5.4817889,3.6667235,0.2933651,2024-07-17 13:15:36,20240717,4,732 -google-symptoms,scontrol_smoothed_search,day,state,2020-02-20,2024-07-13,51,1.4714286,6.9245714,3.6065001,0.5602287,2024-07-17 13:15:37,20240717,4,732 -google-symptoms,sum_anosmia_ageusia_raw_search,day,county,2020-02-13,2022-01-20,109,0.03,9.37,0.3426697,0.2744206,2022-01-24 14:03:00,20220124,4,336 -google-symptoms,sum_anosmia_ageusia_raw_search,day,hhs,2020-02-14,2022-01-20,10,0.0173693227372303,3.968084714292517,0.3342102,0.2173844,2022-01-24 14:03:00,20220124,4,669 -google-symptoms,sum_anosmia_ageusia_raw_search,day,hrr,2020-02-13,2022-01-20,115,7.070846583878629e-07,7.166425730186382,0.2073388,0.2238387,2022-01-24 14:03:01,20220124,4,336 -google-symptoms,sum_anosmia_ageusia_raw_search,day,msa,2020-02-13,2022-01-20,64,0.0103831618662323,4.602604251458484,0.2531459,0.2000587,2022-01-24 14:03:01,20220124,4,336 -google-symptoms,sum_anosmia_ageusia_raw_search,day,nation,2020-02-14,2022-01-20,1,0.0765355929387654,1.805430711780656,0.3564321,0.1798115,2022-01-24 14:03:01,20220124,4,669 -google-symptoms,sum_anosmia_ageusia_raw_search,day,state,2020-02-13,2022-01-20,44,0.03,5.07,0.3827677,0.23348,2022-01-24 14:03:01,20220124,4,336 -google-symptoms,sum_anosmia_ageusia_smoothed_search,day,county,2020-02-20,2022-01-20,109,0.0499999999999999,5.484285714285714,0.3699355,0.2612152,2022-01-24 14:03:00,20220124,3,329 -google-symptoms,sum_anosmia_ageusia_smoothed_search,day,hhs,2020-02-20,2022-01-20,10,0.0423773980448919,2.7006648511779376,0.3352803,0.2044591,2022-01-24 14:03:00,20220124,4,663 -google-symptoms,sum_anosmia_ageusia_smoothed_search,day,hrr,2020-02-20,2022-01-20,115,8.107787174398055e-06,5.295854117677505,0.2186379,0.2170476,2022-01-24 14:03:01,20220124,3,329 -google-symptoms,sum_anosmia_ageusia_smoothed_search,day,msa,2020-02-20,2022-01-20,64,0.0184719697237309,3.3155482298349237,0.2682165,0.1921036,2022-01-24 14:03:01,20220124,3,329 -google-symptoms,sum_anosmia_ageusia_smoothed_search,day,nation,2020-02-20,2022-01-20,1,0.0830425325246353,1.0206403040899057,0.3571776,0.1669782,2022-01-24 14:03:01,20220124,4,663 -google-symptoms,sum_anosmia_ageusia_smoothed_search,day,state,2020-02-20,2022-01-20,44,0.0514285714285714,3.487142857142857,0.3951061,0.2187848,2022-01-24 14:03:01,20220124,3,329 -hhs,confirmed_admissions_covid_1d,day,hhs,2019-12-31,2024-04-26,10,0.0,5435.0,461.1311591,633.5614487,2024-05-04 18:12:32,20240504,3,1199 -hhs,confirmed_admissions_covid_1d,day,nation,2019-12-31,2024-04-26,1,0.0,23473.0,4540.0417986,4189.309632,2024-05-04 18:12:32,20240504,8,1199 -hhs,confirmed_admissions_covid_1d,day,state,2019-12-31,2024-04-26,54,0.0,2580.0,96.1909912,179.0364888,2024-05-04 18:12:32,20240504,2,1199 -hhs,confirmed_admissions_covid_1d_7dav,day,hhs,2020-01-06,2024-04-26,10,0.0,5048.4285714,462.7522463,629.8128073,2024-05-04 18:12:32,20240504,4,1193 -hhs,confirmed_admissions_covid_1d_7dav,day,nation,2020-01-06,2024-04-26,1,0.0,21996.7142857,4555.7389883,4155.626106,2024-05-04 18:12:32,20240504,8,1193 -hhs,confirmed_admissions_covid_1d_7dav,day,state,2020-01-06,2024-04-26,54,-2.18873,2402.8571429,96.0135017,177.278203,2024-05-04 18:12:32,20240504,2,1193 -hhs,confirmed_admissions_covid_1d_prop,day,hhs,2019-12-31,2024-04-26,10,0.0,9.2921323,1.3065361,1.3107456,2024-05-04 18:12:32,20240504,3,1199 -hhs,confirmed_admissions_covid_1d_prop,day,nation,2019-12-31,2024-04-26,1,0.0,7.0411442,1.3624152,1.2563057,2024-05-04 18:12:32,20240504,8,1199 -hhs,confirmed_admissions_covid_1d_prop,day,state,2019-12-31,2024-04-26,54,0.0,30.6201481,1.4766189,1.5482264,2024-05-04 18:12:32,20240504,2,1199 -hhs,confirmed_admissions_covid_1d_prop_7dav,day,hhs,2020-01-06,2024-04-26,10,0.0,8.4438675,1.3107632,1.2970562,2024-05-04 18:12:32,20240504,5,1193 -hhs,confirmed_admissions_covid_1d_prop_7dav,day,nation,2020-01-06,2024-04-26,1,0.0,6.598306,1.3669301,1.2463811,2024-05-04 18:12:32,20240504,8,1193 -hhs,confirmed_admissions_covid_1d_prop_7dav,day,state,2020-01-06,2024-04-26,54,-0.0587884,13.5606169,1.4799905,1.5007705,2024-05-04 18:12:32,20240504,2,1193 -hhs,confirmed_admissions_influenza_1d,day,hhs,2019-12-31,2024-04-26,10,0.0,1020.0,36.3701512,81.5215794,2024-05-04 18:12:32,20240504,2,1199 -hhs,confirmed_admissions_influenza_1d,day,nation,2019-12-31,2024-04-26,1,0.0,4139.0,358.050665,667.4539517,2024-05-04 18:12:32,20240504,8,1199 -hhs,confirmed_admissions_influenza_1d,day,state,2019-12-31,2024-04-26,54,0.0,527.0,8.079549,22.3643642,2024-05-04 18:12:32,20240504,2,1199 -hhs,confirmed_admissions_influenza_1d_7dav,day,hhs,2020-01-06,2024-04-26,10,0.0,824.4285714,36.4463386,80.8724694,2024-05-04 18:12:32,20240504,2,1193 -hhs,confirmed_admissions_influenza_1d_7dav,day,nation,2020-01-06,2024-04-26,1,0.0,3810.4285714,358.8049224,664.1485754,2024-05-04 18:12:32,20240504,8,1193 -hhs,confirmed_admissions_influenza_1d_7dav,day,state,2020-01-06,2024-04-26,54,-235.7730334,466.7142857,7.9743098,22.2495347,2024-05-04 18:12:32,20240504,2,1193 -hhs,confirmed_admissions_influenza_1d_prop,day,hhs,2019-12-31,2024-04-26,10,0.0,2.1320358,0.1081863,0.2206152,2024-05-04 18:12:32,20240504,2,1199 -hhs,confirmed_admissions_influenza_1d_prop,day,nation,2019-12-31,2024-04-26,1,0.0,1.2415667,0.1074078,0.2002126,2024-05-04 18:12:32,20240504,8,1199 -hhs,confirmed_admissions_influenza_1d_prop,day,state,2019-12-31,2024-04-26,54,0.0,3.4666547,0.1327134,0.2825847,2024-05-04 18:12:32,20240504,2,1199 -hhs,confirmed_admissions_influenza_1d_prop_7dav,day,hhs,2020-01-06,2024-04-26,10,0.0,1.887586,0.1084012,0.2181674,2024-05-04 18:12:32,20240504,2,1193 -hhs,confirmed_admissions_influenza_1d_prop_7dav,day,nation,2020-01-06,2024-04-26,1,0.0,1.1430059,0.1076326,0.1992218,2024-05-04 18:12:32,20240504,8,1193 -hhs,confirmed_admissions_influenza_1d_prop_7dav,day,state,2020-01-06,2024-04-26,54,-7.5128606,3.1329084,0.1299443,0.289478,2024-05-04 18:12:32,20240504,2,1193 -hhs,sum_confirmed_suspected_admissions_covid_1d,day,hhs,2019-12-31,2024-04-26,10,0.0,6806.0,839.2928728,929.1560226,2024-05-04 18:12:32,20240504,4,1199 -hhs,sum_confirmed_suspected_admissions_covid_1d,day,nation,2019-12-31,2024-04-26,1,0.0,30339.0,8263.2216593,6137.0740488,2024-05-04 18:12:32,20240504,8,1199 -hhs,sum_confirmed_suspected_admissions_covid_1d,day,state,2019-12-31,2024-04-26,54,0.0,3336.0,176.9070707,270.2597076,2024-05-04 18:12:32,20240504,2,1199 -hhs,sum_confirmed_suspected_admissions_covid_1d_7dav,day,hhs,2020-01-06,2024-04-26,10,0.0,6255.1428571,842.0457741,921.1235546,2024-05-04 18:12:32,20240504,5,1193 -hhs,sum_confirmed_suspected_admissions_covid_1d_7dav,day,nation,2020-01-06,2024-04-26,1,0.0,28260.7142857,8289.8381618,6066.4615525,2024-05-04 18:12:32,20240504,8,1193 -hhs,sum_confirmed_suspected_admissions_covid_1d_7dav,day,state,2020-01-06,2024-04-26,54,-1947060.9047407,3031.2857143,-295.5559628,21361.3282651,2024-05-04 18:12:32,20240504,2,1193 -hhs,sum_confirmed_suspected_admissions_covid_1d_prop,day,hhs,2019-12-31,2024-04-26,10,0.0,11.2926069,2.4350865,1.9583555,2024-05-04 18:12:32,20240504,4,1199 -hhs,sum_confirmed_suspected_admissions_covid_1d_prop,day,nation,2019-12-31,2024-04-26,1,0.0,9.1007231,2.4797186,1.8400811,2024-05-04 18:12:32,20240504,8,1199 -hhs,sum_confirmed_suspected_admissions_covid_1d_prop,day,state,2019-12-31,2024-04-26,54,0.0,112.4449151,2.8111772,2.6390245,2024-05-04 18:12:32,20240504,2,1199 -hhs,sum_confirmed_suspected_admissions_covid_1d_prop_7dav,day,hhs,2020-01-06,2024-04-26,10,0.0,10.5333585,2.442418,1.9278248,2024-05-04 18:12:32,20240504,5,1193 -hhs,sum_confirmed_suspected_admissions_covid_1d_prop_7dav,day,nation,2020-01-06,2024-04-26,1,0.0,8.4773043,2.487346,1.8193067,2024-05-04 18:12:32,20240504,8,1193 -hhs,sum_confirmed_suspected_admissions_covid_1d_prop_7dav,day,state,2020-01-06,2024-04-26,54,-28244.5801805,51.476778,-8.4047634,422.0103505,2024-05-04 18:12:32,20240504,2,1193 -hospital-admissions,smoothed_adj_covid19,day,county,2020-02-01,2020-09-27,1135,0.046381,89.490451,4.9874457,5.9539161,2020-09-30 23:37:22,20200930,3,150 -hospital-admissions,smoothed_adj_covid19,day,hrr,2020-02-01,2020-09-27,292,0.033958,48.498128,4.7894585,5.3017575,2020-09-30 23:37:22,20200930,3,150 -hospital-admissions,smoothed_adj_covid19,day,msa,2020-02-01,2020-09-27,329,0.024278,54.758257,4.8585652,5.4583597,2020-09-30 23:37:22,20200930,3,150 -hospital-admissions,smoothed_adj_covid19,day,state,2020-02-01,2020-09-27,51,0.013853,33.703258,5.0163537,4.901157,2020-09-30 23:37:22,20200930,3,150 -hospital-admissions,smoothed_adj_covid19_from_claims,day,county,2020-02-01,2024-07-12,1177,0.039949,92.932609,3.1722823,4.694149,2024-07-17 05:25:37,20240716,3,1627 -hospital-admissions,smoothed_adj_covid19_from_claims,day,hhs,2020-02-01,2024-07-12,10,0.01194,30.98829,2.9154075,3.4358447,2024-07-17 05:25:37,20240716,4,1627 -hospital-admissions,smoothed_adj_covid19_from_claims,day,hrr,2020-02-01,2024-07-12,299,0.037466,48.579963,3.1296706,4.3537278,2024-07-17 05:25:37,20240716,4,1627 -hospital-admissions,smoothed_adj_covid19_from_claims,day,msa,2020-02-01,2024-07-12,359,0.038978,92.191139,3.1640435,4.6620124,2024-07-17 05:25:37,20240716,4,1627 -hospital-admissions,smoothed_adj_covid19_from_claims,day,nation,2020-02-01,2024-07-12,1,0.020735,13.848815,3.1675374,3.2341658,2024-07-17 05:25:37,20240716,4,1627 -hospital-admissions,smoothed_adj_covid19_from_claims,day,state,2020-02-01,2024-07-12,51,0.013436,39.025142,2.9281557,3.8463412,2024-07-17 05:25:37,20240716,4,1627 -hospital-admissions,smoothed_covid19,day,county,2020-02-01,2020-09-27,1135,0.046381,89.228289,4.9482944,5.9092093,2020-09-30 23:37:22,20200930,3,150 -hospital-admissions,smoothed_covid19,day,hrr,2020-02-01,2020-09-27,292,0.033958,47.850381,4.7536429,5.2624303,2020-09-30 23:37:22,20200930,3,150 -hospital-admissions,smoothed_covid19,day,msa,2020-02-01,2020-09-27,329,0.023832,55.304972,4.8248071,5.4208578,2020-09-30 23:37:22,20200930,3,150 -hospital-admissions,smoothed_covid19,day,state,2020-02-01,2020-09-27,51,0.013815,33.471472,4.9818181,4.8663739,2020-09-30 23:37:22,20200930,3,150 -hospital-admissions,smoothed_covid19_from_claims,day,county,2020-02-01,2024-07-12,1177,0.039949,90.293503,3.1460388,4.6547357,2024-07-17 05:25:37,20240716,3,1627 -hospital-admissions,smoothed_covid19_from_claims,day,hhs,2020-02-01,2024-07-12,10,0.01194,30.015204,2.8936553,3.4109434,2024-07-17 05:25:37,20240716,4,1627 -hospital-admissions,smoothed_covid19_from_claims,day,hrr,2020-02-01,2024-07-12,299,0.037466,47.175147,3.1020013,4.3148035,2024-07-17 05:25:37,20240716,4,1627 -hospital-admissions,smoothed_covid19_from_claims,day,msa,2020-02-01,2024-07-12,359,0.038978,91.481414,3.1489802,4.6386471,2024-07-17 05:25:37,20240716,4,1627 -hospital-admissions,smoothed_covid19_from_claims,day,nation,2020-02-01,2024-07-12,1,0.02086,13.621166,3.1446937,3.2121386,2024-07-17 05:25:37,20240716,4,1627 -hospital-admissions,smoothed_covid19_from_claims,day,state,2020-02-01,2024-07-12,51,0.013436,38.53863,2.9027892,3.8122003,2024-07-17 05:25:37,20240716,4,1627 -indicator-combination,confirmed_7dav_cumulative_num,day,county,2020-02-20,2021-07-22,3274,0.0,1223614.2857143,4451.6919025,22017.5320001,2021-10-29 13:56:26,20211029,1,334 -indicator-combination,confirmed_7dav_cumulative_num,day,hhs,2020-04-01,2021-07-22,10,0.0,7188417.571428901,1530969.9948894,1769830.2764193,2021-10-29 13:56:30,20211029,2,318 -indicator-combination,confirmed_7dav_cumulative_num,day,hrr,2020-02-20,2021-07-22,306,0.0,1231096.211411,47209.0843248,88790.3765754,2021-10-29 13:56:30,20211029,1,318 -indicator-combination,confirmed_7dav_cumulative_num,day,msa,2020-02-20,2021-07-22,392,0.0,2315347.8571429,32561.8929064,108591.3589872,2021-10-29 13:56:33,20211029,1,318 -indicator-combination,confirmed_7dav_cumulative_num,day,nation,2020-04-01,2021-07-22,1,74929.2857143,33650273.85714449,15309699.9488942,12745243.5040741,2021-10-29 13:56:30,20211029,2,318 -indicator-combination,confirmed_7dav_cumulative_num,day,state,2020-02-20,2021-07-22,52,0.0,3760285.8571429,280274.0995621,497641.7493034,2021-10-29 13:56:27,20211029,1,318 -indicator-combination,confirmed_7dav_cumulative_prop,day,county,2020-02-20,2021-07-22,3221,0.0,82672.5905673,4345.8768113,4592.1599417,2021-10-29 13:56:30,20211029,1,334 -indicator-combination,confirmed_7dav_cumulative_prop,day,hhs,2020-04-01,2021-07-22,10,0.0,11461.734832056603,4479.4226489,3868.3229199,2021-10-29 13:56:27,20211029,2,330 -indicator-combination,confirmed_7dav_cumulative_prop,day,hrr,2020-02-20,2021-07-22,306,0.0,17582.261312,4376.9970734,4207.6585217,2021-10-29 13:56:27,20211029,1,318 -indicator-combination,confirmed_7dav_cumulative_prop,day,msa,2020-02-20,2021-07-22,392,0.0,17506.9444955,4360.8940153,4233.6192614,2021-10-29 13:56:33,20211029,1,318 -indicator-combination,confirmed_7dav_cumulative_prop,day,nation,2020-04-01,2021-07-22,1,22.5716054,10136.766904521428,4611.8750896,3839.3613999,2021-10-29 13:56:27,20211029,2,330 -indicator-combination,confirmed_7dav_cumulative_prop,day,state,2020-02-20,2021-07-22,52,0.0,14571.1616265,4331.0505605,4228.9766786,2021-10-29 13:56:27,20211029,1,318 -indicator-combination,confirmed_7dav_incidence_num,day,county,2020-02-20,2021-11-12,3274,-6957.4285714,16237.4285714,22.1088929,115.4651391,2021-11-15 14:52:22,20211115,1,334 -indicator-combination,confirmed_7dav_incidence_num,day,hhs,2020-04-01,2021-11-12,10,-2385.7142882,60077.8571421,7701.7995164,9366.1461658,2021-11-15 14:52:33,20211115,2,317 -indicator-combination,confirmed_7dav_incidence_num,day,hrr,2020-02-20,2021-11-12,306,-878.66625472635,16309.6157378,234.124931,468.0589424,2021-11-15 14:52:33,20211115,1,317 -indicator-combination,confirmed_7dav_incidence_num,day,msa,2020-02-20,2021-11-12,392,-1301.0,19537.4285714,156.9855208,532.5178698,2021-11-15 14:52:35,20211115,1,317 -indicator-combination,confirmed_7dav_incidence_num,day,nation,2020-04-01,2021-11-12,1,6685.2857072,251196.4285711,77017.9951639,57826.4552552,2021-11-15 14:52:36,20211115,3,317 -indicator-combination,confirmed_7dav_incidence_num,day,state,2020-02-20,2021-11-12,52,-3731.8571429,45072.7142857,1388.8207591,2634.6073505,2021-11-15 14:52:37,20211115,1,314 -indicator-combination,confirmed_7dav_incidence_prop,day,county,2020-02-20,2021-11-12,3221,-1904.1515998,14610.2795136,23.1677207,40.1453694,2021-11-15 14:52:23,20211115,1,334 -indicator-combination,confirmed_7dav_incidence_prop,day,hhs,2020-04-01,2021-11-12,10,-3.565656322020853,113.5732954,22.5814568,20.0656748,2021-11-15 14:52:33,20211115,2,330 -indicator-combination,confirmed_7dav_incidence_prop,day,hrr,2020-02-20,2021-11-12,306,-132.5722959,683.6028314,22.5266058,25.799739,2021-11-15 14:52:33,20211115,1,317 -indicator-combination,confirmed_7dav_incidence_prop,day,msa,2020-02-20,2021-11-12,392,-793.0152259,1416.7418761,22.5201767,27.8145349,2021-11-15 14:52:35,20211115,1,317 -indicator-combination,confirmed_7dav_incidence_prop,day,nation,2020-04-01,2021-11-12,1,2.0138672,75.6701017,23.2008057,17.4195699,2021-11-15 14:52:36,20211115,3,330 -indicator-combination,confirmed_7dav_incidence_prop,day,state,2020-02-20,2021-11-12,52,-71.7332496,243.0667775,22.1858507,24.1984599,2021-11-15 14:52:37,20211115,1,314 -indicator-combination,confirmed_cumulative_num,day,county,2020-02-20,2021-11-12,3274,-1.0,1440262.0,5984.3194498,27226.9606968,2021-11-15 14:52:24,20211115,1,334 -indicator-combination,confirmed_cumulative_num,day,hhs,2020-04-01,2021-11-12,10,2834.0,10754684.0,2090196.4639594,2189823.6843901,2021-11-15 14:52:33,20211115,2,318 -indicator-combination,confirmed_cumulative_num,day,hrr,2020-02-20,2021-11-12,306,0.0,1449997.4965287,63347.0964754,109740.8308671,2021-11-15 14:52:33,20211115,1,318 -indicator-combination,confirmed_cumulative_num,day,msa,2020-02-20,2021-11-12,392,0.0,2707438.0,43084.3244209,133675.1598697,2021-11-15 14:52:35,20211115,1,318 -indicator-combination,confirmed_cumulative_num,day,nation,2020-04-01,2021-11-12,1,213422.0,46163217.0,20901964.6395939,14855182.7665433,2021-11-15 14:52:36,20211115,3,318 -indicator-combination,confirmed_cumulative_num,day,state,2020-02-20,2021-11-12,52,0.0,4719201.0,375917.7284567,620905.9963105,2021-11-15 14:52:37,20211115,1,318 -indicator-combination,confirmed_cumulative_prop,day,county,2020-02-20,2021-11-12,3221,0.0,113157.0023737,5932.7759708,5489.5382716,2021-11-15 14:52:25,20211115,1,334 -indicator-combination,confirmed_cumulative_prop,day,hhs,2020-04-01,2021-11-12,10,20.042121,16073.805310890504,6114.013827,4507.0973691,2021-11-15 14:52:33,20211115,2,330 -indicator-combination,confirmed_cumulative_prop,day,hrr,2020-02-20,2021-11-12,306,0.0,23409.3912388,5909.2742684,5007.9501693,2021-11-15 14:52:34,20211115,1,318 -indicator-combination,confirmed_cumulative_prop,day,msa,2020-02-20,2021-11-12,392,0.0,23963.098094,5838.3391798,5069.5083137,2021-11-15 14:52:35,20211115,1,318 -indicator-combination,confirmed_cumulative_prop,day,nation,2020-04-01,2021-11-12,1,64.2909795,13906.150430704109,6296.4819929,4474.9568954,2021-11-15 14:52:36,20211115,3,330 -indicator-combination,confirmed_cumulative_prop,day,state,2020-02-20,2021-11-12,52,0.0,20128.9936483,5812.9343872,5005.4235412,2021-11-15 14:52:37,20211115,1,318 -indicator-combination,confirmed_incidence_num,day,county,2020-02-20,2021-11-12,3274,-148527.0,42904.0,22.2074281,297.80297,2021-11-15 14:52:26,20211115,1,334 -indicator-combination,confirmed_incidence_num,day,hhs,2020-04-01,2021-11-12,10,-24483.0,190937.0,7725.6541455,10662.7906019,2021-11-15 14:52:33,20211115,2,312 -indicator-combination,confirmed_incidence_num,day,hrr,2020-02-20,2021-11-12,306,-17909.257254467,47945.581734851,235.1779886,639.5392126,2021-11-15 14:52:34,20211115,1,314 -indicator-combination,confirmed_incidence_num,day,msa,2020-02-20,2021-11-12,392,-18686.0,65726.0,157.6013825,663.4550004,2021-11-15 14:52:35,20211115,1,314 -indicator-combination,confirmed_incidence_num,day,nation,2020-04-01,2021-11-12,1,-13564.0,367596.0,77256.5414552,63187.0620031,2021-11-15 14:52:36,20211115,3,312 -indicator-combination,confirmed_incidence_num,day,state,2020-02-20,2021-11-12,52,-26123.0,184937.0,1395.0080331,3162.0483412,2021-11-15 14:52:37,20211115,1,312 -indicator-combination,confirmed_incidence_prop,day,county,2020-02-20,2021-11-12,3221,-101729.3997965,101792.3751393,23.3303381,134.0622205,2021-11-15 14:52:27,20211115,1,334 -indicator-combination,confirmed_incidence_prop,day,hhs,2020-04-01,2021-11-12,10,-38.6377762,446.98884,22.6624843,24.2530097,2021-11-15 14:52:33,20211115,2,330 -indicator-combination,confirmed_incidence_prop,day,hrr,2020-02-20,2021-11-12,306,-4448.496536,4522.4817459,22.6622844,44.7123514,2021-11-15 14:52:34,20211115,1,314 -indicator-combination,confirmed_incidence_prop,day,msa,2020-02-20,2021-11-12,392,-5610.2577169,9817.2538102,22.6600526,51.953771,2021-11-15 14:52:35,20211115,1,314 -indicator-combination,confirmed_incidence_prop,day,nation,2020-04-01,2021-11-12,1,-4.0860026,110.7341647,23.2726651,19.0343925,2021-11-15 14:52:36,20211115,3,330 -indicator-combination,confirmed_incidence_prop,day,state,2020-02-20,2021-11-12,52,-1064.0310198,1208.2647001,22.3484305,39.0445092,2021-11-15 14:52:37,20211115,1,312 -indicator-combination,deaths_7dav_cumulative_num,day,county,2020-02-20,2021-07-22,3274,-0.8571429,24591.7142857,89.0526477,455.8095796,2021-10-29 13:56:27,20211029,1,334 -indicator-combination,deaths_7dav_cumulative_num,day,hhs,2020-04-01,2021-07-22,10,0.0,122223.8571425,30680.4244471,30544.0285349,2021-10-29 13:56:27,20211029,2,317 -indicator-combination,deaths_7dav_cumulative_num,day,hrr,2020-02-20,2021-07-22,306,0.0,24684.7851819,944.2730089,1831.152352,2021-10-29 13:56:30,20211029,1,317 -indicator-combination,deaths_7dav_cumulative_num,day,msa,2020-02-20,2021-07-22,392,0.0,64098.5714286,645.9568113,2820.0567566,2021-10-29 13:56:33,20211029,1,318 -indicator-combination,deaths_7dav_cumulative_num,day,nation,2020-04-01,2021-07-22,1,1509.0,605490.7142845,306804.244471,203390.6676691,2021-10-29 13:56:27,20211029,2,317 -indicator-combination,deaths_7dav_cumulative_num,day,state,2020-02-20,2021-07-22,52,0.0,63489.1428571,5597.7123275,9450.7260523,2021-10-29 13:56:27,20211029,1,313 -indicator-combination,deaths_7dav_cumulative_prop,day,county,2020-02-20,2021-07-22,3221,0.0,865.8008658,86.1857417,109.1087456,2021-10-29 13:56:30,20211029,1,334 -indicator-combination,deaths_7dav_cumulative_prop,day,hhs,2020-04-01,2021-07-22,10,0.0,257.10243768508366,90.3874467,69.311358,2021-10-29 13:56:27,20211029,2,330 -indicator-combination,deaths_7dav_cumulative_prop,day,hrr,2020-02-20,2021-07-22,306,0.0,447.3055058,85.7092678,83.5464891,2021-10-29 13:56:27,20211029,1,317 -indicator-combination,deaths_7dav_cumulative_prop,day,msa,2020-02-20,2021-07-22,392,0.0,409.4583782,77.2413093,79.5813029,2021-10-29 13:56:33,20211029,1,318 -indicator-combination,deaths_7dav_cumulative_prop,day,nation,2020-04-01,2021-07-22,1,0.4545693,182.39727437614965,92.4213314,61.2691533,2021-10-29 13:56:27,20211029,2,330 -indicator-combination,deaths_7dav_cumulative_prop,day,state,2020-02-20,2021-07-22,52,0.0,298.2372591,79.2846492,74.5228878,2021-10-29 13:56:27,20211029,1,313 -indicator-combination,deaths_7dav_incidence_num,day,county,2020-02-20,2021-11-12,3274,-254.2857143,686.8571429,0.3590364,2.8958922,2021-11-15 14:52:28,20211115,1,334 -indicator-combination,deaths_7dav_incidence_num,day,hhs,2020-04-01,2021-11-12,10,-3.1428575,1210.9999961999995,124.9525734,154.3357872,2021-11-15 14:52:33,20211115,2,317 -indicator-combination,deaths_7dav_incidence_num,day,hrr,2020-02-20,2021-11-12,306,-25.2855085,430.8454645,3.6795073,9.3771559,2021-11-15 14:52:34,20211115,1,317 -indicator-combination,deaths_7dav_incidence_num,day,msa,2020-02-20,2021-11-12,392,-153.7142857,1185.0,2.3953846,13.3030792,2021-11-15 14:52:35,20211115,1,318 -indicator-combination,deaths_7dav_incidence_num,day,nation,2020-04-01,2021-11-12,1,196.142843,3511.571428,1249.5257335,783.8521562,2021-11-15 14:52:36,20211115,3,317 -indicator-combination,deaths_7dav_incidence_num,day,state,2020-02-20,2021-11-12,52,-53.0,955.85714285714,22.544682,48.2912951,2021-11-15 14:52:37,20211115,1,313 -indicator-combination,deaths_7dav_incidence_prop,day,county,2020-02-20,2021-11-12,3221,-1345.5069678,1345.5069678,0.4115553,1.8048072,2021-11-15 14:52:28,20211115,1,334 -indicator-combination,deaths_7dav_incidence_prop,day,hhs,2020-04-01,2021-11-12,10,-0.0218996,3.6923205,0.3554414,0.3633378,2021-11-15 14:52:33,20211115,2,330 -indicator-combination,deaths_7dav_incidence_prop,day,hrr,2020-02-20,2021-11-12,306,-10.403212,12.6861376,0.360123,0.5118885,2021-11-15 14:52:34,20211115,1,317 -indicator-combination,deaths_7dav_incidence_prop,day,msa,2020-02-20,2021-11-12,392,-30.2564418,30.2564418,0.3425532,0.5820389,2021-11-15 14:52:36,20211115,1,318 -indicator-combination,deaths_7dav_incidence_prop,day,nation,2020-04-01,2021-11-12,1,0.0590858,1.0578214,0.3764056,0.2361267,2021-11-15 14:52:36,20211115,3,330 -indicator-combination,deaths_7dav_incidence_prop,day,state,2020-02-20,2021-11-12,52,-1.1045736,6.5277897,0.3342936,0.4295404,2021-11-15 14:52:37,20211115,1,313 -indicator-combination,deaths_cumulative_num,day,county,2020-02-20,2021-11-12,3274,-6.0,26620.0,112.3033097,545.2133812,2021-11-15 14:52:29,20211115,1,334 -indicator-combination,deaths_cumulative_num,day,hhs,2020-04-01,2021-11-12,10,42.0,175955.0,39221.4698816,36253.7431315,2021-11-15 14:52:33,20211115,2,317 -indicator-combination,deaths_cumulative_num,day,hrr,2020-02-20,2021-11-12,306,0.0,26734.5151766,1182.3602567,2115.7369269,2021-11-15 14:52:34,20211115,1,317 -indicator-combination,deaths_cumulative_num,day,msa,2020-02-20,2021-11-12,392,0.0,65872.0,796.0354813,3147.3979619,2021-11-15 14:52:36,20211115,1,318 -indicator-combination,deaths_cumulative_num,day,nation,2020-04-01,2021-11-12,1,5395.0,757905.0,392214.6988156,226518.2828577,2021-11-15 14:52:36,20211115,3,316 -indicator-combination,deaths_cumulative_num,day,state,2020-02-20,2021-11-12,52,0.0,72025.0,7053.902842,11290.4859944,2021-11-15 14:52:37,20211115,1,313 -indicator-combination,deaths_cumulative_prop,day,county,2020-02-20,2021-11-12,3221,-2.1855057,9418.5487746,114.3161118,127.0910736,2021-11-15 14:52:30,20211115,1,334 -indicator-combination,deaths_cumulative_prop,day,hhs,2020-04-01,2021-11-12,10,0.2970251,270.0505137167101,114.0193479,75.0077572,2021-11-15 14:52:33,20211115,2,330 -indicator-combination,deaths_cumulative_prop,day,hrr,2020-02-20,2021-11-12,306,0.0,468.3035098,109.2108647,94.016468,2021-11-15 14:52:34,20211115,1,317 -indicator-combination,deaths_cumulative_prop,day,msa,2020-02-20,2021-11-12,392,0.0,502.09532,99.4237986,91.8949409,2021-11-15 14:52:36,20211115,1,318 -indicator-combination,deaths_cumulative_prop,day,nation,2020-04-01,2021-11-12,1,1.6251831,228.3103654189177,118.1502711,68.2360875,2021-11-15 14:52:36,20211115,3,330 -indicator-combination,deaths_cumulative_prop,day,state,2020-02-20,2021-11-12,52,0.0,343.3682106,100.0364694,83.6742364,2021-11-15 14:52:37,20211115,1,313 -indicator-combination,deaths_incidence_num,day,county,2020-02-20,2021-11-12,3274,-2039.0,3112.0,0.3603695,5.4952678,2021-11-15 14:52:31,20211115,1,334 -indicator-combination,deaths_incidence_num,day,hhs,2020-04-01,2021-11-12,10,-1407.0,3112.0,125.0966159,192.0161107,2021-11-15 14:52:33,20211115,2,316 -indicator-combination,deaths_incidence_num,day,hrr,2020-02-20,2021-11-12,306,-243.0117977,1233.7505426,3.6924741,12.5288124,2021-11-15 14:52:34,20211115,1,318 -indicator-combination,deaths_incidence_num,day,msa,2020-02-20,2021-11-12,392,-1076.0,2795.0,2.4017705,15.9164269,2021-11-15 14:52:36,20211115,1,318 -indicator-combination,deaths_incidence_num,day,nation,2020-04-01,2021-11-12,1,60.0,5073.0,1250.9661591,938.9711774,2021-11-15 14:52:37,20211115,3,317 -indicator-combination,deaths_incidence_num,day,state,2020-02-20,2021-11-12,52,-2039.0,3112.0,22.6283167,66.4805602,2021-11-15 14:52:37,20211115,1,313 -indicator-combination,deaths_incidence_prop,day,county,2020-02-20,2021-11-12,3221,-9418.5487746,9418.5487746,0.4144913,9.8963304,2021-11-15 14:52:32,20211115,1,334 -indicator-combination,deaths_incidence_prop,day,hhs,2020-04-01,2021-11-12,10,-2.1028831783828275,5.9858728,0.355723,0.4624611,2021-11-15 14:52:33,20211115,2,330 -indicator-combination,deaths_incidence_prop,day,hrr,2020-02-20,2021-11-12,306,-77.2274987,78.6293771,0.3619639,0.8969666,2021-11-15 14:52:34,20211115,1,317 -indicator-combination,deaths_incidence_prop,day,msa,2020-02-20,2021-11-12,392,-211.7950926,211.7950926,0.3444498,1.3139372,2021-11-15 14:52:36,20211115,1,318 -indicator-combination,deaths_incidence_prop,day,nation,2020-04-01,2021-11-12,1,0.0180743,1.5281842,0.3768395,0.2828545,2021-11-15 14:52:37,20211115,3,330 -indicator-combination,deaths_incidence_prop,day,state,2020-02-20,2021-11-12,52,-9.381911,43.1070973,0.3363865,0.7775213,2021-11-15 14:52:37,20211115,1,313 -indicator-combination,nmf_day_doc_fbc_fbs_ght,day,county,2020-04-15,2021-03-16,2568,0.0772939554526739,7.249569898307247,0.8020888,0.3469438,2021-03-17 19:26:02,20210317,1,96 -indicator-combination,nmf_day_doc_fbc_fbs_ght,day,msa,2020-04-15,2021-03-16,385,0.048225644401162,11.443310258552296,0.723743,0.3998013,2021-03-17 19:26:03,20210317,1,96 -indicator-combination,nmf_day_doc_fbc_fbs_ght,day,state,2020-04-15,2021-03-15,52,0.112490007177036,5.9145150758884615,0.792171,0.3823998,2021-03-17 19:26:02,20210317,1,96 -indicator-combination,nmf_day_doc_fbs_ght,day,county,2020-04-06,2020-05-26,2296,0.0,16.246099029316,0.7203178,0.5380712,2020-05-27 05:51:41,20200527,1,51 -indicator-combination,nmf_day_doc_fbs_ght,day,msa,2020-04-06,2020-05-26,382,0.0,4.32452661550886,0.7509085,0.4499194,2020-05-27 05:51:41,20200527,1,51 -indicator-combination,nmf_day_doc_fbs_ght,day,state,2020-04-06,2020-05-26,52,0.0747817727440569,2.81993801241547,0.8575687,0.3721018,2020-05-27 05:51:41,20200527,1,51 -jhu-csse,confirmed_7dav_cumulative_num,day,county,2020-02-20,2021-07-24,3282,0.0,1273531.1428571,4582.0314916,22504.3819196,2021-07-25 14:11:01,20210725,1,428 -jhu-csse,confirmed_7dav_cumulative_num,day,hhs,2020-02-20,2021-07-24,10,0.0,7502075.1428571,1501599.8941322,1784142.1776819,2021-07-25 14:12:29,20210725,1,428 -jhu-csse,confirmed_7dav_cumulative_num,day,hrr,2020-02-20,2021-07-24,306,0.0,1281828.762904,48458.6734733,90833.944416,2021-07-25 14:12:30,20210725,1,428 -jhu-csse,confirmed_7dav_cumulative_num,day,msa,2020-02-20,2021-07-24,392,0.0,2335772.5714286,32724.7979168,110129.4225725,2021-07-25 14:12:39,20210725,1,428 -jhu-csse,confirmed_7dav_cumulative_num,day,nation,2020-02-20,2021-07-24,1,14.0,34218297.2857143,15017599.4123938,12924731.7886493,2021-07-25 14:12:50,20210725,1,428 -jhu-csse,confirmed_7dav_cumulative_num,day,state,2020-02-20,2021-07-24,56,0.0,3882270.5714286,268142.8382428,493481.2409128,2021-07-25 14:12:51,20210725,1,428 -jhu-csse,confirmed_7dav_cumulative_prop,day,county,2020-02-20,2021-07-24,3274,0.0,44068.6845931,4417.5741688,4581.8371522,2021-07-25 14:11:06,20210725,1,428 -jhu-csse,confirmed_7dav_cumulative_prop,day,hhs,2020-02-20,2021-07-24,10,0.0,11481.4709598,4390.0646849,3914.4412687,2021-07-25 14:12:29,20210725,1,428 -jhu-csse,confirmed_7dav_cumulative_prop,day,hrr,2020-02-20,2021-07-24,306,0.0,17932.6864002,4490.5310432,4208.3379905,2021-07-25 14:12:30,20210725,1,428 -jhu-csse,confirmed_7dav_cumulative_prop,day,msa,2020-02-20,2021-07-24,392,0.0,17506.9444955,4365.0146125,4268.0348645,2021-07-25 14:12:39,20210725,1,428 -jhu-csse,confirmed_7dav_cumulative_prop,day,nation,2020-02-20,2021-07-24,1,0.0042129,10296.9382077,4519.0820538,3889.2982742,2021-07-25 14:12:50,20210725,1,428 -jhu-csse,confirmed_7dav_cumulative_prop,day,state,2020-02-20,2021-07-24,56,0.0,14578.8475403,4209.7985746,4200.4128035,2021-07-25 14:12:51,20210725,1,428 -jhu-csse,confirmed_7dav_incidence_num,day,county,2020-02-20,2023-03-09,3284,-55155.8571429,55155.7142857,28.3952515,199.7991459,2023-03-10 10:58:39,20230310,1,1107 -jhu-csse,confirmed_7dav_incidence_num,day,hhs,2020-02-20,2023-03-09,10,-206.7142857,179745.8571429,9307.0435089,15214.0682299,2023-03-10 11:00:22,20230310,1,1107 -jhu-csse,confirmed_7dav_incidence_num,day,hrr,2020-02-20,2023-03-09,306,-3856.368581,41764.0236591,297.9313466,774.2768196,2023-03-10 11:00:22,20230310,1,1107 -jhu-csse,confirmed_7dav_incidence_num,day,msa,2020-02-20,2023-03-09,392,-3857.1428571,88629.4285714,202.9255727,933.9193079,2023-03-10 11:00:32,20230310,1,1107 -jhu-csse,confirmed_7dav_incidence_num,day,nation,2020-02-20,2023-03-09,1,0.2857143,806782.1428571,93043.1446525,114522.2791263,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,confirmed_7dav_incidence_num,day,state,2020-02-20,2023-03-09,56,-3588.1428571,123179.4285714,1662.2722518,4172.8495144,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,confirmed_7dav_incidence_prop,day,county,2020-02-20,2023-03-09,3276,-1686.1219196,2841.3575375,27.101371,43.7137121,2023-03-10 10:58:47,20230310,1,1107 -jhu-csse,confirmed_7dav_incidence_prop,day,hhs,2020-02-20,2023-03-09,10,-1.4591803,392.7720066,27.3187456,36.2477389,2023-03-10 11:00:22,20230310,1,1107 -jhu-csse,confirmed_7dav_incidence_prop,day,hrr,2020-02-20,2023-03-09,306,-122.4798617,690.4598967,27.5967365,38.416351,2023-03-10 11:00:23,20230310,1,1107 -jhu-csse,confirmed_7dav_incidence_prop,day,msa,2020-02-20,2023-03-09,392,-199.0058129,616.6887806,27.5891708,39.6257666,2023-03-10 11:00:32,20230310,1,1107 -jhu-csse,confirmed_7dav_incidence_prop,day,nation,2020-02-20,2023-03-09,1,8.57e-05,241.870203,27.8939792,34.3333416,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,confirmed_7dav_incidence_prop,day,state,2020-02-20,2023-03-09,56,-59.7145264,658.5922059,27.621264,40.4790137,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,confirmed_cumulative_num,day,county,2020-01-22,2023-03-09,3284,-3073.0,3710586.0,14353.1869473,63767.5389842,2023-03-10 10:58:56,20230310,1,1107 -jhu-csse,confirmed_cumulative_num,day,hhs,2020-02-20,2023-03-09,10,0.0,22820900.0,4825882.233519,5140574.2058624,2023-03-10 11:00:22,20230310,1,1107 -jhu-csse,confirmed_cumulative_num,day,hrr,2020-01-22,2023-03-09,306,0.0,3730976.336434,150971.0242582,258092.7498978,2023-03-10 11:00:23,20230310,1,1107 -jhu-csse,confirmed_cumulative_num,day,msa,2020-01-22,2023-03-09,392,0.0,7174275.0,102240.7889401,317181.9992659,2023-03-10 11:00:33,20230310,1,1107 -jhu-csse,confirmed_cumulative_num,day,nation,2020-02-20,2023-03-09,1,16.0,103759705.0,48280583.8779174,36106734.8695721,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,confirmed_cumulative_num,day,state,2020-01-22,2023-03-09,56,0.0,12129699.0,841422.3893843,1438788.0526839,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,confirmed_cumulative_prop,day,county,2020-01-22,2023-03-09,3276,0.0,222651.9337017,13910.3505283,11790.9558726,2023-03-10 10:59:05,20230310,1,1107 -jhu-csse,confirmed_cumulative_prop,day,hhs,2020-02-20,2023-03-09,10,0.0,34229.2575611,14157.6410136,10766.8762807,2023-03-10 11:00:22,20230310,1,1107 -jhu-csse,confirmed_cumulative_prop,day,hrr,2020-01-22,2023-03-09,306,0.0,53215.8354471,14039.5268056,11201.3530986,2023-03-10 11:00:24,20230310,1,1107 -jhu-csse,confirmed_cumulative_prop,day,msa,2020-01-22,2023-03-09,392,0.0,49355.6779666,13931.4030991,11380.4602644,2023-03-10 11:00:34,20230310,1,1107 -jhu-csse,confirmed_cumulative_prop,day,nation,2020-02-20,2023-03-09,1,0.0047967,31106.7630072,14474.3345265,10824.6611202,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,confirmed_cumulative_prop,day,state,2020-01-22,2023-03-09,56,0.0,43580.1820977,13802.5773159,11492.6760266,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,confirmed_incidence_num,day,county,2020-01-22,2023-03-09,3284,-379973.0,150251.0,27.7235964,470.1277512,2023-03-10 10:59:15,20230310,1,1107 -jhu-csse,confirmed_incidence_num,day,hhs,2020-02-20,2023-03-09,10,-7449.0,399993.0,9315.8598886,18034.5429404,2023-03-10 11:00:22,20230310,1,1107 -jhu-csse,confirmed_incidence_num,day,hrr,2020-01-22,2023-03-09,306,-26994.5800669,130067.1647396,290.628315,1123.0934006,2023-03-10 11:00:25,20230310,1,1107 -jhu-csse,confirmed_incidence_num,day,msa,2020-01-22,2023-03-09,392,-27000.0,189842.0,198.0688441,1227.1508316,2023-03-10 11:00:35,20230310,1,1107 -jhu-csse,confirmed_incidence_num,day,nation,2020-02-20,2023-03-09,1,-3862.0,1354180.0,93141.5529623,127207.5285887,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,confirmed_incidence_num,day,state,2020-01-22,2023-03-09,56,-27000.0,207110.0,1625.2383288,5188.8291669,2023-03-10 11:00:44,20230310,1,1107 -jhu-csse,confirmed_incidence_prop,day,county,2020-01-22,2023-03-09,3276,-11802.8534371,11123.5744999,26.4636876,78.2824164,2023-03-10 10:59:25,20230310,1,1107 -jhu-csse,confirmed_incidence_prop,day,hhs,2020-02-20,2023-03-09,10,-52.5819213,800.8907647,27.3441848,44.3496797,2023-03-10 11:00:22,20230310,1,1107 -jhu-csse,confirmed_incidence_prop,day,hrr,2020-01-22,2023-03-09,306,-1181.5455977,3739.329053,26.9242122,63.6451361,2023-03-10 11:00:26,20230310,1,1107 -jhu-csse,confirmed_incidence_prop,day,msa,2020-01-22,2023-03-09,392,-1758.6873497,4131.1710137,26.9369303,65.8709355,2023-03-10 11:00:36,20230310,1,1107 -jhu-csse,confirmed_incidence_prop,day,nation,2020-02-20,2023-03-09,1,-1.1578128,405.9779886,27.9234816,38.1363309,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,confirmed_incidence_prop,day,state,2020-01-22,2023-03-09,56,-418.0016846,1830.0041427,27.0079029,59.5064043,2023-03-10 11:00:44,20230310,1,1107 -jhu-csse,deaths_7dav_cumulative_num,day,county,2020-02-20,2021-07-24,3282,0.0,24605.7142857,91.0756647,457.7033909,2021-07-25 14:11:47,20210725,1,486 -jhu-csse,deaths_7dav_cumulative_num,day,hhs,2020-02-20,2021-07-24,10,0.0,122371.7142857,29844.3231149,30809.2957863,2021-07-25 14:12:29,20210725,1,486 -jhu-csse,deaths_7dav_cumulative_num,day,hrr,2020-02-20,2021-07-24,306,0.0,24704.173594,961.7329457,1838.2063543,2021-07-25 14:12:34,20210725,1,486 -jhu-csse,deaths_7dav_cumulative_num,day,msa,2020-02-20,2021-07-24,392,0.0,64432.8571429,647.2079421,2819.3812933,2021-07-25 14:12:44,20210725,1,486 -jhu-csse,deaths_7dav_cumulative_num,day,nation,2020-02-20,2021-07-24,1,1.0,609746.4285714,298466.2292295,208991.9277043,2021-07-25 14:12:50,20210725,1,486 -jhu-csse,deaths_7dav_cumulative_num,day,state,2020-02-20,2021-07-24,56,0.0,64175.4285714,5329.3434134,9345.5475859,2021-07-25 14:12:52,20210725,1,486 -jhu-csse,deaths_7dav_cumulative_prop,day,county,2020-02-20,2021-07-24,3274,0.0,865.8008658,86.9831932,109.2082606,2021-07-25 14:11:52,20210725,1,486 -jhu-csse,deaths_7dav_cumulative_prop,day,hhs,2020-02-20,2021-07-24,10,0.0,257.8601376,87.6666226,70.4070081,2021-07-25 14:12:29,20210725,1,486 -jhu-csse,deaths_7dav_cumulative_prop,day,hrr,2020-02-20,2021-07-24,306,0.0,448.2516859,87.5430088,83.7548751,2021-07-25 14:12:35,20210725,1,486 -jhu-csse,deaths_7dav_cumulative_prop,day,msa,2020-02-20,2021-07-24,392,0.0,411.1138703,77.5600648,80.1993607,2021-07-25 14:12:45,20210725,1,486 -jhu-csse,deaths_7dav_cumulative_prop,day,nation,2020-02-20,2021-07-24,1,0.0003009,183.4843284,89.8141802,62.8896566,2021-07-25 14:12:50,20210725,1,486 -jhu-csse,deaths_7dav_cumulative_prop,day,state,2020-02-20,2021-07-24,56,0.0,299.0060527,76.573521,74.2259352,2021-07-25 14:12:52,20210725,1,486 -jhu-csse,deaths_7dav_incidence_num,day,county,2020-02-20,2023-03-09,3284,-3607.5714286,418.1428571,0.3075687,5.7273992,2023-03-10 10:59:35,20230310,1,1107 -jhu-csse,deaths_7dav_incidence_num,day,hhs,2020-02-20,2023-03-09,10,-77.7142857,1290.0,100.7926756,133.5207972,2023-03-10 11:00:22,20230310,1,1107 -jhu-csse,deaths_7dav_incidence_num,day,hrr,2020-02-20,2023-03-09,306,-56.6686916,710.7492667,3.2353914,9.2226356,2023-03-10 11:00:27,20230310,1,1107 -jhu-csse,deaths_7dav_incidence_num,day,msa,2020-02-20,2023-03-09,392,-153.7142857,982.8571429,2.0747886,11.3428703,2023-03-10 11:00:37,20230310,1,1107 -jhu-csse,deaths_7dav_incidence_num,day,nation,2020-02-20,2023-03-09,1,0.0,3376.4285714,1007.5125673,767.0529034,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,deaths_7dav_incidence_num,day,state,2020-02-20,2023-03-09,56,-100.5714286,1013.5714286,18.0009672,38.6344064,2023-03-10 11:00:44,20230310,1,1107 -jhu-csse,deaths_7dav_incidence_prop,day,county,2020-02-20,2023-03-09,3276,-41.3288637,93.779306,0.365256,1.1151402,2023-03-10 10:59:43,20230310,1,1107 -jhu-csse,deaths_7dav_incidence_prop,day,hhs,2020-02-20,2023-03-09,10,-0.4945528,4.0251346,0.2878276,0.3181404,2023-03-10 11:00:22,20230310,1,1107 -jhu-csse,deaths_7dav_incidence_prop,day,hrr,2020-02-20,2023-03-09,306,-8.3471689,30.6551546,0.3196907,0.5725128,2023-03-10 11:00:28,20230310,1,1107 -jhu-csse,deaths_7dav_incidence_prop,day,msa,2020-02-20,2023-03-09,392,-30.2564418,35.1984464,0.3061659,0.6238996,2023-03-10 11:00:38,20230310,1,1107 -jhu-csse,deaths_7dav_incidence_prop,day,nation,2020-02-20,2023-03-09,1,0.0,1.0122404,0.3020484,0.2299595,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,deaths_7dav_incidence_prop,day,state,2020-02-20,2023-03-09,56,-2.8933225,6.1581568,0.2802725,0.3726797,2023-03-10 11:00:44,20230310,1,1107 -jhu-csse,deaths_cumulative_num,day,county,2020-01-22,2023-03-09,3284,-82.0,35545.0,190.5197878,780.0843981,2023-03-10 10:59:51,20230310,1,1107 -jhu-csse,deaths_cumulative_num,day,hhs,2020-02-20,2023-03-09,10,0.0,259166.0,64052.6121441,59661.1248867,2023-03-10 11:00:22,20230310,1,1107 -jhu-csse,deaths_cumulative_num,day,hrr,2020-01-22,2023-03-09,306,0.0,35736.6565225,1996.5240135,3094.770263,2023-03-10 11:00:28,20230310,1,1107 -jhu-csse,deaths_cumulative_num,day,msa,2020-01-22,2023-03-09,392,0.0,86123.0,1297.1952789,4213.0963038,2023-03-10 11:00:39,20230310,1,1107 -jhu-csse,deaths_cumulative_num,day,nation,2020-02-20,2023-03-09,1,1.0,1123647.0,640678.7935368,367150.4558116,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,deaths_cumulative_num,day,state,2020-01-22,2023-03-09,56,0.0,101159.0,11168.8936217,16972.8601255,2023-03-10 11:00:44,20230310,1,1107 -jhu-csse,deaths_cumulative_prop,day,county,2020-01-22,2023-03-09,3276,0.0,1386.962552,214.3349027,195.0967167,2023-03-10 10:59:59,20230310,1,1107 -jhu-csse,deaths_cumulative_prop,day,hhs,2020-02-20,2023-03-09,10,0.0,383.8666291,182.9312278,111.7193226,2023-03-10 11:00:22,20230310,1,1107 -jhu-csse,deaths_cumulative_prop,day,hrr,2020-01-22,2023-03-09,306,0.0,670.510457,193.1950839,144.654354,2023-03-10 11:00:29,20230310,1,1107 -jhu-csse,deaths_cumulative_prop,day,msa,2020-01-22,2023-03-09,392,0.0,768.3949799,181.0682597,149.2546543,2023-03-10 11:00:40,20230310,1,1107 -jhu-csse,deaths_cumulative_prop,day,nation,2020-02-20,2023-03-09,1,0.0002998,336.8650762,192.0730537,110.0703035,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,deaths_cumulative_prop,day,state,2020-01-22,2023-03-09,56,0.0,451.4689698,168.8182177,128.4863521,2023-03-10 11:00:44,20230310,1,1107 -jhu-csse,deaths_incidence_num,day,county,2020-01-22,2023-03-09,3284,-25525.0,2874.0,0.3002776,14.6826257,2023-03-10 11:00:07,20230310,1,1107 -jhu-csse,deaths_incidence_num,day,hhs,2020-02-20,2023-03-09,10,-661.0,2452.0,100.8800755,163.8194274,2023-03-10 11:00:22,20230310,1,1107 -jhu-csse,deaths_incidence_num,day,hrr,2020-01-22,2023-03-09,306,-593.9064838,4975.2448667,3.1563923,17.9064987,2023-03-10 11:00:30,20230310,1,1107 -jhu-csse,deaths_incidence_num,day,msa,2020-01-22,2023-03-09,392,-1076.0,6165.0,2.0254899,18.5879756,2023-03-10 11:00:41,20230310,1,1107 -jhu-csse,deaths_incidence_num,day,nation,2020-02-20,2023-03-09,1,-253.0,4375.0,1008.6050269,925.0308337,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,deaths_incidence_num,day,state,2020-01-22,2023-03-09,56,-704.0,2441.0,17.5963736,50.492574,2023-03-10 11:00:44,20230310,1,1107 -jhu-csse,deaths_incidence_prop,day,county,2020-01-22,2023-03-09,3276,-289.3020459,656.4551422,0.3566426,2.7174116,2023-03-10 11:00:15,20230310,1,1107 -jhu-csse,deaths_incidence_prop,day,hhs,2020-02-20,2023-03-09,10,-3.7986275,17.3084805,0.2880929,0.4283799,2023-03-10 11:00:22,20230310,1,1107 -jhu-csse,deaths_incidence_prop,day,hrr,2020-01-22,2023-03-09,306,-58.4301826,214.5860825,0.3119563,1.2531446,2023-03-10 11:00:31,20230310,1,1107 -jhu-csse,deaths_incidence_prop,day,msa,2020-01-22,2023-03-09,392,-211.7950926,246.3891249,0.298964,1.4898235,2023-03-10 11:00:42,20230310,1,1107 -jhu-csse,deaths_incidence_prop,day,nation,2020-02-20,2023-03-09,1,-0.0758484,1.3116083,0.3023759,0.2773207,2023-03-10 11:00:43,20230310,1,1107 -jhu-csse,deaths_incidence_prop,day,state,2020-01-22,2023-03-09,56,-20.2532572,43.1070973,0.2740545,0.666353,2023-03-10 11:00:44,20230310,1,1107 -nchs-mortality,deaths_allcause_incidence_num,week,nation,2020-02-02,2024-06-30,1,18367.0,87415.0,62753.1212121,8137.3670414,2024-07-11 20:02:31,202428,1,206 -nchs-mortality,deaths_allcause_incidence_num,week,state,2020-01-26,2024-06-30,52,0.0,12529.0,1219.2535655,1270.4477288,2024-07-11 20:02:31,202428,1,151 -nchs-mortality,deaths_allcause_incidence_prop,week,nation,2020-02-02,2024-06-30,1,5.4974047,26.1640786,18.7825613,2.4355855,2024-07-11 20:02:31,202428,1,208 -nchs-mortality,deaths_allcause_incidence_prop,week,state,2020-01-26,2024-06-30,52,0.0,64.7936347,19.7829043,4.1936175,2024-07-11 20:02:31,202428,1,151 -nchs-mortality,deaths_covid_and_pneumonia_notflu_incidence_num,week,nation,2020-02-02,2024-06-30,1,1.0,13560.0,2546.4891775,3102.444584,2024-07-11 20:02:31,202428,1,206 -nchs-mortality,deaths_covid_and_pneumonia_notflu_incidence_num,week,state,2020-01-26,2024-06-30,52,0.0,3120.0,74.7734843,166.3656996,2024-07-11 20:02:31,202428,1,151 -nchs-mortality,deaths_covid_and_pneumonia_notflu_incidence_prop,week,nation,2020-02-02,2024-06-30,1,0.0002993,4.0586273,0.7621866,0.928589,2024-07-11 20:02:31,202428,1,208 -nchs-mortality,deaths_covid_and_pneumonia_notflu_incidence_prop,week,state,2020-01-26,2024-06-30,52,0.0,15.0593874,1.0323062,1.3851003,2024-07-11 20:02:31,202428,1,151 -nchs-mortality,deaths_covid_incidence_num,week,nation,2020-02-02,2024-06-30,1,4.0,26028.0,5180.4069264,5803.1619944,2024-07-11 20:02:31,202428,1,206 -nchs-mortality,deaths_covid_incidence_num,week,state,2020-01-26,2024-06-30,52,0.0,6900.0,125.7584204,277.4175157,2024-07-11 20:02:31,202428,1,151 -nchs-mortality,deaths_covid_incidence_prop,week,nation,2020-02-02,2024-06-30,1,0.0011972,7.7904094,1.5505414,1.7369374,2024-07-11 20:02:31,202428,1,208 -nchs-mortality,deaths_covid_incidence_prop,week,state,2020-01-26,2024-06-30,52,0.0,35.6833011,1.8490244,2.4358915,2024-07-11 20:02:31,202428,1,151 -nchs-mortality,deaths_flu_incidence_num,week,nation,2020-02-02,2024-06-30,1,3.0,1053.0,130.7359307,219.5542404,2024-07-11 20:02:31,202428,1,206 -nchs-mortality,deaths_flu_incidence_num,week,state,2020-01-26,2024-06-30,52,0.0,341.0,2.5239014,9.8127152,2024-07-11 20:02:31,202428,1,151 -nchs-mortality,deaths_flu_incidence_prop,week,nation,2020-02-02,2024-06-30,1,0.0008979,0.3151722,0.0391304,0.0657145,2024-07-11 20:02:31,202428,1,208 -nchs-mortality,deaths_flu_incidence_prop,week,state,2020-01-26,2024-06-30,52,0.0,1.7634791,0.0286143,0.1006508,2024-07-11 20:02:31,202428,1,151 -nchs-mortality,deaths_percent_of_expected,week,nation,2020-02-02,2024-06-30,1,35.0,148.0,115.012987,12.6479061,2024-07-11 20:02:31,202428,1,206 -nchs-mortality,deaths_percent_of_expected,week,state,2020-01-26,2024-06-30,52,0.0,974.0,116.6793394,26.8318025,2024-07-11 20:02:31,202428,1,151 -nchs-mortality,deaths_pneumonia_notflu_incidence_num,week,nation,2020-02-02,2024-06-30,1,1033.0,16923.0,5621.978355,3210.6857077,2024-07-11 20:02:31,202428,1,206 -nchs-mortality,deaths_pneumonia_notflu_incidence_num,week,state,2020-01-26,2024-06-30,52,0.0,3516.0,119.3092671,183.7273371,2024-07-11 20:02:31,202428,1,151 -nchs-mortality,deaths_pneumonia_notflu_incidence_prop,week,nation,2020-02-02,2024-06-30,1,0.309186,5.0652028,1.6827076,0.9609865,2024-07-11 20:02:31,202428,1,208 -nchs-mortality,deaths_pneumonia_notflu_incidence_prop,week,state,2020-01-26,2024-06-30,52,0.0,18.0071383,1.7942397,1.3154329,2024-07-11 20:02:32,202428,1,151 -nchs-mortality,deaths_pneumonia_or_flu_or_covid_incidence_num,week,nation,2020-02-02,2024-06-30,1,1130.0,29426.0,8373.3246753,5879.3912842,2024-07-11 20:02:31,202428,1,206 -nchs-mortality,deaths_pneumonia_or_flu_or_covid_incidence_num,week,state,2020-01-26,2024-06-30,52,0.0,7487.0,171.2118748,295.1599189,2024-07-11 20:02:32,202428,1,151 -nchs-mortality,deaths_pneumonia_or_flu_or_covid_incidence_prop,week,nation,2020-02-02,2024-06-30,1,0.3382189,8.8074607,2.5062097,1.7597535,2024-07-11 20:02:31,202428,1,208 -nchs-mortality,deaths_pneumonia_or_flu_or_covid_incidence_prop,week,state,2020-01-26,2024-06-30,52,0.0,38.7189674,2.6426429,2.3571262,2024-07-11 20:02:32,202428,1,151 -nssp,pct_ed_visits_combined,week,county,2022-09-25,2024-06-30,2950,0.0,100.0,3.4143,3.7335714,2024-07-12 23:21:58,202428,1,93 -nssp,pct_ed_visits_combined,week,hrr,2022-09-25,2024-06-30,305,0.0,979.8262271,25.5895479,53.5643105,2024-07-12 23:22:05,202428,1,93 -nssp,pct_ed_visits_combined,week,msa,2022-09-25,2024-06-30,377,0.0,33.33,3.2973987,3.2894222,2024-07-12 23:22:06,202428,1,93 -nssp,pct_ed_visits_combined,week,nation,2022-09-25,2024-06-30,1,0.7,10.07,3.1775269,2.5247602,2024-07-12 23:22:07,202428,1,93 -nssp,pct_ed_visits_combined,week,state,2022-09-25,2024-06-30,48,0.0,18.51,3.2584789,2.9220065,2024-07-12 23:22:07,202428,1,93 -nssp,pct_ed_visits_covid,week,county,2022-09-25,2024-06-30,2950,0.0,100.0,1.5876442,1.4889733,2024-07-12 23:21:59,202428,1,93 -nssp,pct_ed_visits_covid,week,hrr,2022-09-25,2024-06-30,305,0.0,311.5972081,11.8991794,21.0702111,2024-07-12 23:22:05,202428,1,93 -nssp,pct_ed_visits_covid,week,msa,2022-09-25,2024-06-30,377,0.0,25.0,1.5687724,1.2201358,2024-07-12 23:22:06,202428,1,93 -nssp,pct_ed_visits_covid,week,nation,2022-09-25,2024-06-30,1,0.34,3.79,1.4964516,0.8244994,2024-07-12 23:22:07,202428,1,93 -nssp,pct_ed_visits_covid,week,state,2022-09-25,2024-06-30,48,0.0,6.14,1.567733,1.0344043,2024-07-12 23:22:07,202428,1,93 -nssp,pct_ed_visits_influenza,week,county,2022-09-25,2024-06-30,2950,0.0,100.0,1.5031473,2.6880486,2024-07-12 23:22:00,202428,1,93 -nssp,pct_ed_visits_influenza,week,hrr,2022-09-25,2024-06-30,305,0.0,717.7298925,11.2657727,33.1535884,2024-07-12 23:22:05,202428,1,93 -nssp,pct_ed_visits_influenza,week,msa,2022-09-25,2024-06-30,377,0.0,33.33,1.4139352,2.3319394,2024-07-12 23:22:06,202428,1,93 -nssp,pct_ed_visits_influenza,week,nation,2022-09-25,2024-06-30,1,0.15,6.69,1.4260215,1.6881173,2024-07-12 23:22:07,202428,1,93 -nssp,pct_ed_visits_influenza,week,state,2022-09-25,2024-06-30,48,0.0,14.02,1.3865659,2.0466715,2024-07-12 23:22:07,202428,1,93 -nssp,pct_ed_visits_rsv,week,county,2022-09-25,2024-06-30,2950,0.0,50.0,0.3744205,0.806547,2024-07-12 23:22:01,202428,1,93 -nssp,pct_ed_visits_rsv,week,hrr,2022-09-25,2024-06-30,305,0.0,192.012669,2.8061764,8.4453292,2024-07-12 23:22:05,202428,1,93 -nssp,pct_ed_visits_rsv,week,msa,2022-09-25,2024-06-30,377,0.0,12.5,0.3614361,0.6316735,2024-07-12 23:22:06,202428,1,93 -nssp,pct_ed_visits_rsv,week,nation,2022-09-25,2024-06-30,1,0.01,1.21,0.2988172,0.3509981,2024-07-12 23:22:07,202428,1,93 -nssp,pct_ed_visits_rsv,week,state,2022-09-25,2024-06-30,48,0.0,3.51,0.3487948,0.5227118,2024-07-12 23:22:07,202428,1,93 -nssp,smoothed_pct_ed_visits_combined,week,county,2022-09-25,2024-06-30,2950,0.0,99.22,3.5107064,3.9967925,2024-07-12 23:22:02,202428,1,93 -nssp,smoothed_pct_ed_visits_combined,week,hrr,2022-09-25,2024-06-30,305,0.0,957.3675833,26.0703963,53.4720771,2024-07-12 23:22:05,202428,1,93 -nssp,smoothed_pct_ed_visits_combined,week,msa,2022-09-25,2024-06-30,377,0.01,78.38,3.3416261,3.4476819,2024-07-12 23:22:06,202428,1,93 -nssp,smoothed_pct_ed_visits_combined,week,nation,2022-09-25,2024-06-30,1,0.71,9.39,3.1963441,2.4727695,2024-07-12 23:22:07,202428,1,93 -nssp,smoothed_pct_ed_visits_combined,week,state,2022-09-25,2024-06-30,48,0.19,16.85,3.2816667,2.8495445,2024-07-12 23:22:07,202428,1,93 -nssp,smoothed_pct_ed_visits_covid,week,county,2022-09-25,2024-06-30,2950,0.0,100.0,1.6273512,1.8472852,2024-07-12 23:22:03,202428,1,93 -nssp,smoothed_pct_ed_visits_covid,week,hrr,2022-09-25,2024-06-30,305,0.0,227.8170048,11.962018,20.3935122,2024-07-12 23:22:05,202428,1,93 -nssp,smoothed_pct_ed_visits_covid,week,msa,2022-09-25,2024-06-30,377,0.02,8.25,1.5750287,1.1493053,2024-07-12 23:22:06,202428,1,93 -nssp,smoothed_pct_ed_visits_covid,week,nation,2022-09-25,2024-06-30,1,0.34,3.46,1.5069892,0.8108455,2024-07-12 23:22:07,202428,1,93 -nssp,smoothed_pct_ed_visits_covid,week,state,2022-09-25,2024-06-30,48,0.14,5.69,1.5821774,1.013231,2024-07-12 23:22:07,202428,1,93 -nssp,smoothed_pct_ed_visits_influenza,week,county,2022-09-25,2024-06-30,2950,0.0,99.59,1.5453046,2.6834442,2024-07-12 23:22:03,202428,1,93 -nssp,smoothed_pct_ed_visits_influenza,week,hrr,2022-09-25,2024-06-30,305,0.0,598.6853832,10.9382861,31.0064407,2024-07-12 23:22:05,202428,1,93 -nssp,smoothed_pct_ed_visits_influenza,week,msa,2022-09-25,2024-06-30,377,0.0,45.7197201,1.437614,2.4061246,2024-07-12 23:22:06,202428,1,93 -nssp,smoothed_pct_ed_visits_influenza,week,nation,2022-09-25,2024-06-30,1,0.15,6.2,1.4292473,1.6461635,2024-07-12 23:22:07,202428,1,93 -nssp,smoothed_pct_ed_visits_influenza,week,state,2022-09-25,2024-06-30,48,0.01,12.2,1.3912231,1.982371,2024-07-12 23:22:07,202428,1,93 -nssp,smoothed_pct_ed_visits_rsv,week,county,2022-09-25,2024-06-30,2950,0.0,8.1,0.3803105,0.6380552,2024-07-12 23:22:04,202428,1,93 -nssp,smoothed_pct_ed_visits_rsv,week,hrr,2022-09-25,2024-06-30,305,0.0,111.4399065,2.4239867,6.6798595,2024-07-12 23:22:06,202428,1,93 -nssp,smoothed_pct_ed_visits_rsv,week,msa,2022-09-25,2024-06-30,377,0.0,5.87,0.3650536,0.5970827,2024-07-12 23:22:07,202428,1,93 -nssp,smoothed_pct_ed_visits_rsv,week,nation,2022-09-25,2024-06-30,1,0.01,1.16,0.3034409,0.3459396,2024-07-12 23:22:07,202428,1,93 -nssp,smoothed_pct_ed_visits_rsv,week,state,2022-09-25,2024-06-30,48,0.0,3.31,0.3530914,0.5120802,2024-07-12 23:22:07,202428,1,93 -safegraph,bars_visit_num,day,county,2019-01-01,2022-05-01,328,0.0,1712.0,35.4599546,65.5341225,2022-05-05 19:37:58,20220505,4,699 -safegraph,bars_visit_num,day,hhs,2020-11-23,2022-05-01,10,0.0,6967.0,831.9868726,1061.7611531,2022-05-05 19:37:59,20220505,4,56 -safegraph,bars_visit_num,day,hrr,2019-01-01,2022-05-01,155,0.0,2391.0,71.4344727,120.4955467,2022-05-05 19:37:59,20220505,4,699 -safegraph,bars_visit_num,day,msa,2019-01-01,2022-05-01,145,0.0,2281.3040791721087,74.5352422,135.6182876,2022-05-05 19:37:59,20220505,4,699 -safegraph,bars_visit_num,day,nation,2020-11-23,2022-05-01,1,1236.0,21545.0,8319.8687259,3614.1063879,2022-05-05 19:38:00,20220505,4,56 -safegraph,bars_visit_num,day,state,2019-01-01,2022-05-01,44,0.0,4222.0,237.2687517,397.9090323,2022-05-05 19:38:00,20220505,4,699 -safegraph,bars_visit_prop,day,county,2019-01-01,2022-05-01,328,0.0,13112.745098,82.3334549,208.9469853,2022-05-05 19:37:58,20220505,4,699 -safegraph,bars_visit_prop,day,hhs,2020-11-23,2022-05-01,10,0.0,270.6083716,55.4404785,31.2752896,2022-05-05 19:37:59,20220505,4,56 -safegraph,bars_visit_prop,day,hrr,2019-01-01,2022-05-01,155,0.0,13112.745098,100.5553307,270.0243869,2022-05-05 19:37:59,20220505,4,699 -safegraph,bars_visit_prop,day,msa,2019-01-01,2022-05-01,145,0.0,13112.745098,103.9871697,281.7532115,2022-05-05 19:37:59,20220505,4,699 -safegraph,bars_visit_prop,day,nation,2020-11-23,2022-05-01,1,8.575187500706795,150.8930494,59.3136132,25.6406558,2022-05-05 19:38:00,20220505,4,56 -safegraph,bars_visit_prop,day,state,2019-01-01,2022-05-01,44,0.0,3221.753721710696,89.193714,173.9372732,2022-05-05 19:38:00,20220505,4,699 -safegraph,completely_home_prop,day,county,2019-01-01,2021-04-16,3230,0.0078740157480314,0.9310344827586208,0.278665,0.0702235,2021-05-02 18:53:32,20210502,16,539 -safegraph,completely_home_prop,day,hhs,2020-12-01,2021-04-16,10,0.1797469,0.5482684,0.2909285,0.0491876,2021-05-02 18:53:53,20210502,16,61 -safegraph,completely_home_prop,day,hrr,2019-01-01,2021-04-16,306,0.0800102809419984,0.6593583,0.2930112,0.0585253,2021-05-02 18:53:53,20210502,16,735 -safegraph,completely_home_prop,day,msa,2019-01-01,2021-04-16,392,0.0396577198880759,0.7577088051783436,0.2965347,0.0598019,2021-05-02 18:53:55,20210502,16,735 -safegraph,completely_home_prop,day,nation,2020-12-01,2021-04-16,1,0.2206703,0.3855201209210644,0.2887108,0.0346086,2021-05-02 18:53:58,20210502,16,61 -safegraph,completely_home_prop,day,state,2019-01-01,2021-04-16,56,0.0575658,0.9310344827586208,0.3034599,0.0678677,2021-05-02 18:53:58,20210502,4,539 -safegraph,completely_home_prop_7dav,day,county,2019-01-01,2021-04-16,3230,0.021736285653585,0.8976667192456667,0.2795002,0.060135,2021-05-02 18:53:35,20210502,16,735 -safegraph,completely_home_prop_7dav,day,hhs,2020-12-01,2021-04-16,10,0.1994976,0.4040249,0.2932915,0.0421952,2021-05-02 18:53:53,20210502,16,61 -safegraph,completely_home_prop_7dav,day,hrr,2019-01-01,2021-04-16,306,0.0892735082523774,0.5674837168911971,0.293722,0.0513038,2021-05-02 18:53:53,20210502,16,735 -safegraph,completely_home_prop_7dav,day,msa,2019-01-01,2021-04-16,392,0.0507544139815142,0.6757879586022045,0.2972941,0.052533,2021-05-02 18:53:56,20210502,16,735 -safegraph,completely_home_prop_7dav,day,nation,2020-12-01,2021-04-16,1,0.2416674,0.3477498,0.2910837,0.0283847,2021-05-02 18:53:58,20210502,16,61 -safegraph,completely_home_prop_7dav,day,state,2019-01-01,2021-04-16,56,0.1339286,0.8322408,0.3011662,0.054508,2021-05-02 18:53:58,20210502,16,735 -safegraph,full_time_work_prop,day,county,2019-01-01,2021-04-16,3230,0.0044642857142857,0.4137931,0.0544141,0.0295373,2021-05-02 18:53:37,20210502,16,539 -safegraph,full_time_work_prop,day,hhs,2020-12-01,2021-04-16,10,0.0226403,0.1164575,0.0552768,0.0186925,2021-05-02 18:53:53,20210502,16,61 -safegraph,full_time_work_prop,day,hrr,2019-01-01,2021-04-16,306,0.0114341723386979,0.1595878125506952,0.0521926,0.0235929,2021-05-02 18:53:54,20210502,16,736 -safegraph,full_time_work_prop,day,msa,2019-01-01,2021-04-16,392,0.0078714454507789,0.2092593,0.0509874,0.0231894,2021-05-02 18:53:56,20210502,16,736 -safegraph,full_time_work_prop,day,nation,2020-12-01,2021-04-16,1,0.0278687,0.0768372,0.0547243,0.0159177,2021-05-02 18:53:58,20210502,16,61 -safegraph,full_time_work_prop,day,state,2019-01-01,2021-04-16,56,0.0133209189355373,0.28,0.055365,0.0257244,2021-05-02 18:53:58,20210502,4,539 -safegraph,full_time_work_prop_7dav,day,county,2019-01-01,2021-04-16,3230,0.0068965517241379,0.3333333333333333,0.0542633,0.0178739,2021-05-02 18:53:41,20210502,16,736 -safegraph,full_time_work_prop_7dav,day,hhs,2020-12-01,2021-04-16,10,0.0336392,0.0863855,0.0545378,0.0096541,2021-05-02 18:53:53,20210502,16,61 -safegraph,full_time_work_prop_7dav,day,hrr,2019-01-01,2021-04-16,306,0.0117488441065425,0.1154423115996558,0.0520489,0.0133283,2021-05-02 18:53:54,20210502,16,736 -safegraph,full_time_work_prop_7dav,day,msa,2019-01-01,2021-04-16,392,0.0112761318858512,0.1510516,0.0508328,0.0134542,2021-05-02 18:53:56,20210502,16,736 -safegraph,full_time_work_prop_7dav,day,nation,2020-12-01,2021-04-16,1,0.0380634517264083,0.0635446,0.0539855,0.0060352,2021-05-02 18:53:58,20210502,16,61 -safegraph,full_time_work_prop_7dav,day,state,2019-01-01,2021-04-16,56,0.0141431777108928,0.2233333,0.0533023,0.0147557,2021-05-02 18:53:58,20210502,16,736 -safegraph,median_home_dwell_time,day,county,2019-01-01,2021-04-16,3230,0.0,1439.0,624.5131019,131.4666819,2021-05-02 18:53:43,20210502,16,536 -safegraph,median_home_dwell_time,day,hhs,2020-12-01,2021-04-16,10,398.1290312,987.4156667,692.5885915,72.3209312,2021-05-02 18:53:53,20210502,16,61 -safegraph,median_home_dwell_time,day,hrr,2019-01-01,2021-04-16,306,60.61710037174721,1230.8227360308283,659.6106675,96.0502621,2021-05-02 18:53:54,20210502,16,736 -safegraph,median_home_dwell_time,day,msa,2019-01-01,2021-04-16,392,0.0,1291.027397260274,652.1446074,96.356952,2021-05-02 18:53:57,20210502,16,736 -safegraph,median_home_dwell_time,day,nation,2020-12-01,2021-04-16,1,498.1061097,955.4602784,695.6873728,59.8301174,2021-05-02 18:53:58,20210502,16,61 -safegraph,median_home_dwell_time,day,state,2019-01-01,2021-04-16,56,0.0,1439.0,638.33047,111.1091946,2021-05-02 18:53:59,20210502,4,536 -safegraph,median_home_dwell_time_7dav,day,county,2019-01-01,2021-04-16,3230,0.0,1259.8848653667594,624.4795319,114.298693,2021-05-02 18:53:46,20210502,16,736 -safegraph,median_home_dwell_time_7dav,day,hhs,2020-12-01,2021-04-16,10,556.3816959,837.4941722,692.659163,50.8156061,2021-05-02 18:53:53,20210502,16,61 -safegraph,median_home_dwell_time_7dav,day,hrr,2019-01-01,2021-04-16,306,100.59797657082002,1161.8768055167272,659.5732816,81.9092483,2021-05-02 18:53:55,20210502,16,736 -safegraph,median_home_dwell_time_7dav,day,msa,2019-01-01,2021-04-16,392,5.128585558852621,1181.1115459882585,652.2258676,81.3926929,2021-05-02 18:53:57,20210502,16,736 -safegraph,median_home_dwell_time_7dav,day,nation,2020-12-01,2021-04-16,1,610.6005169,750.6838576,695.7465289,34.26082,2021-05-02 18:53:58,20210502,16,61 -safegraph,median_home_dwell_time_7dav,day,state,2019-01-01,2021-04-16,56,0.0,1095.2676687283972,642.2644286,88.5509973,2021-05-02 18:53:59,20210502,16,736 -safegraph,part_time_work_prop,day,county,2019-01-01,2021-04-16,3230,0.0061728395061728,0.6,0.0932559,0.035791,2021-05-02 18:53:48,20210502,16,539 -safegraph,part_time_work_prop,day,hhs,2020-12-01,2021-04-16,10,0.0412934,0.1455495,0.0831563,0.0224993,2021-05-02 18:53:53,20210502,16,61 -safegraph,part_time_work_prop,day,hrr,2019-01-01,2021-04-16,306,0.0233247237310391,0.2059558393256619,0.0881441,0.0291706,2021-05-02 18:53:55,20210502,16,736 -safegraph,part_time_work_prop,day,msa,2019-01-01,2021-04-16,392,0.0172339822838094,0.2504762,0.0875711,0.0291497,2021-05-02 18:53:57,20210502,16,736 -safegraph,part_time_work_prop,day,nation,2020-12-01,2021-04-16,1,0.0507607,0.1064855,0.0830949,0.0162921,2021-05-02 18:53:58,20210502,16,61 -safegraph,part_time_work_prop,day,state,2019-01-01,2021-04-16,56,0.0217391304347826,0.3888888888888888,0.0882391,0.0289185,2021-05-02 18:53:59,20210502,4,539 -safegraph,part_time_work_prop_7dav,day,county,2019-01-01,2021-04-16,3230,0.0129870129870129,0.3333333333333333,0.093027,0.0233194,2021-05-02 18:53:51,20210502,16,736 -safegraph,part_time_work_prop_7dav,day,hhs,2020-12-01,2021-04-16,10,0.052794,0.1259997,0.0822747,0.0157529,2021-05-02 18:53:53,20210502,16,61 -safegraph,part_time_work_prop_7dav,day,hrr,2019-01-01,2021-04-16,306,0.0293453684950151,0.1669262755029665,0.0879483,0.0194639,2021-05-02 18:53:55,20210502,16,736 -safegraph,part_time_work_prop_7dav,day,msa,2019-01-01,2021-04-16,392,0.023301771007538,0.1749794863672457,0.0873612,0.0194203,2021-05-02 18:53:58,20210502,16,736 -safegraph,part_time_work_prop_7dav,day,nation,2020-12-01,2021-04-16,1,0.0646221,0.0934234,0.0822052,0.0064839,2021-05-02 18:53:58,20210502,16,61 -safegraph,part_time_work_prop_7dav,day,state,2019-01-01,2021-04-16,56,0.0299031998848585,0.2233333,0.0870579,0.0189547,2021-05-02 18:53:59,20210502,16,736 -safegraph,restaurants_visit_num,day,county,2019-01-01,2022-05-01,2558,0.0,33649.76197787811,336.9821415,1011.0176971,2022-05-05 19:37:58,20220505,4,699 -safegraph,restaurants_visit_num,day,hhs,2020-11-23,2022-05-01,10,1229.0,464246.0,85506.3042471,91044.9764197,2022-05-05 19:37:59,20220505,4,56 -safegraph,restaurants_visit_num,day,hrr,2019-01-01,2022-05-01,306,0.0,58188.0,2739.1807406,4211.6777334,2022-05-05 19:37:59,20220505,4,699 -safegraph,restaurants_visit_num,day,msa,2019-01-01,2022-05-01,392,0.0,77776.3205829467,1929.7680653,4095.6358663,2022-05-05 19:37:59,20220505,4,699 -safegraph,restaurants_visit_num,day,nation,2020-11-23,2022-05-01,1,172675.0,1398876.0,855063.042471,206610.5315481,2022-05-05 19:38:00,20220505,4,56 -safegraph,restaurants_visit_num,day,state,2019-01-01,2022-05-01,52,0.0,223549.0149444032,16132.0774158,22711.4546914,2022-05-05 19:38:00,20220505,4,699 -safegraph,restaurants_visit_prop,day,county,2019-01-01,2022-05-01,2558,0.0,66495.09824914185,356.5319925,486.8617561,2022-05-05 19:37:58,20220505,4,699 -safegraph,restaurants_visit_prop,day,hhs,2020-11-23,2022-05-01,10,16.0178065,994.7253426,309.1208048,189.5336784,2022-05-05 19:37:59,20220505,4,56 -safegraph,restaurants_visit_prop,day,hrr,2019-01-01,2022-05-01,306,0.0,3379.2991361096174,393.3603518,262.3700685,2022-05-05 19:37:59,20220505,4,699 -safegraph,restaurants_visit_prop,day,msa,2019-01-01,2022-05-01,392,0.0,3087.815754537735,433.5970141,312.9316116,2022-05-05 19:37:59,20220505,4,699 -safegraph,restaurants_visit_prop,day,nation,2020-11-23,2022-05-01,1,71.5862474,569.1083054,349.807256,83.7868593,2022-05-05 19:38:00,20220505,4,56 -safegraph,restaurants_visit_prop,day,state,2019-01-01,2022-05-01,52,0.0,1600.2592679,339.210474,214.4236077,2022-05-05 19:38:00,20220505,4,699 -usa-facts,confirmed_7dav_cumulative_num,day,county,2020-02-01,2021-07-22,3193,0.0,1223614.2857143,4336.4998223,21959.0204341,2021-10-28 17:59:22,20211028,1,376 -usa-facts,confirmed_7dav_cumulative_num,day,hhs,2020-02-01,2021-07-22,10,0.0,7188417.5714286,1417317.9361391,1736122.336279,2021-07-24 17:53:39,20210724,1,356 -usa-facts,confirmed_7dav_cumulative_num,day,hrr,2020-02-01,2021-07-22,306,0.0,1231096.211411,45125.6711433,88178.7582502,2021-10-28 17:59:23,20211028,1,342 -usa-facts,confirmed_7dav_cumulative_num,day,msa,2020-02-01,2021-07-22,384,0.0,2315347.8571429,31521.949434,107155.0212596,2021-10-28 17:59:23,20211028,1,342 -usa-facts,confirmed_7dav_cumulative_num,day,nation,2020-02-01,2021-07-22,1,6.857142857142857,33508411.7142857,14173179.3613914,12729369.5771938,2021-07-24 17:53:53,20210724,1,356 -usa-facts,confirmed_7dav_cumulative_num,day,state,2020-02-01,2021-07-22,51,0.0,3760285.8571429,272108.5873225,498689.1922484,2021-10-28 17:59:23,20211028,1,340 -usa-facts,confirmed_7dav_cumulative_prop,day,county,2020-02-01,2021-07-22,3142,0.0,82672.5905673,4201.1135246,4647.9993861,2021-10-28 17:59:23,20211028,1,334 -usa-facts,confirmed_7dav_cumulative_prop,day,hhs,2020-02-01,2021-07-22,10,0.0,11461.7348321,4201.859079,3901.7456733,2021-07-24 17:53:39,20210724,1,384 -usa-facts,confirmed_7dav_cumulative_prop,day,hrr,2020-02-01,2021-07-22,306,0.0,17582.261312,4174.058408,4258.6713526,2021-10-28 17:59:23,20211028,1,342 -usa-facts,confirmed_7dav_cumulative_prop,day,msa,2020-02-01,2021-07-22,384,0.0,17506.9444955,4219.8452245,4246.6430414,2021-10-28 17:59:23,20211028,1,342 -usa-facts,confirmed_7dav_cumulative_prop,day,nation,2020-02-01,2021-07-22,1,0.0020890667871043,10208.5243751,4317.9380813,3878.073384,2021-07-24 17:53:53,20210724,1,356 -usa-facts,confirmed_7dav_cumulative_prop,day,state,2020-02-01,2021-07-22,51,0.0,14571.1616265,4184.3877956,4294.5691621,2021-10-28 17:59:23,20211028,1,340 -usa-facts,confirmed_7dav_incidence_num,day,county,2020-02-01,2023-01-02,3193,-78001.8571429,53643.5714286,28.128576,261.9637152,2023-01-04 20:24:45,20230104,1,699 -usa-facts,confirmed_7dav_incidence_num,day,hhs,2020-02-01,2023-01-02,10,-5228.8571429,158359.1428571,8978.6355871,14923.8713348,2023-01-04 20:24:53,20230104,1,699 -usa-facts,confirmed_7dav_incidence_num,day,hrr,2020-02-01,2023-01-02,306,-38721.7635559,51800.1821995,286.9054939,834.8624087,2023-01-04 20:24:53,20230104,1,699 -usa-facts,confirmed_7dav_incidence_num,day,msa,2020-02-01,2023-01-02,384,-67833.5714286,99088.0,196.6737498,1009.1580688,2023-01-04 20:24:54,20230104,1,699 -usa-facts,confirmed_7dav_incidence_num,day,nation,2020-02-01,2023-01-02,1,-106.7142857,793051.4285714,89786.3558709,113079.8738132,2023-01-04 20:24:55,20230104,2,699 -usa-facts,confirmed_7dav_incidence_num,day,state,2020-02-01,2023-01-02,51,-6852.1428571,127472.2857143,1760.5177794,4305.5097969,2023-01-04 20:24:55,20230104,1,699 -usa-facts,confirmed_7dav_incidence_prop,day,county,2020-02-01,2023-01-02,3142,-44650.5272976,44722.5244831,26.4997697,103.2413688,2023-01-04 20:24:46,20230104,1,699 -usa-facts,confirmed_7dav_incidence_prop,day,hhs,2020-02-01,2023-01-02,10,-35.2171639,449.3509318,26.8299102,36.562245,2023-01-04 20:24:53,20230104,2,699 -usa-facts,confirmed_7dav_incidence_prop,day,hrr,2020-02-01,2023-01-02,306,-2034.5005476,1135.7596836,26.6935049,42.9954384,2023-01-04 20:24:53,20230104,1,699 -usa-facts,confirmed_7dav_incidence_prop,day,msa,2020-02-01,2023-01-02,384,-2822.6960987,1494.0649278,26.8544845,43.7354226,2023-01-04 20:24:54,20230104,1,699 -usa-facts,confirmed_7dav_incidence_prop,day,nation,2020-02-01,2023-01-02,1,-0.0323892,240.7017119,27.2513595,34.3212536,2023-01-04 20:24:55,20230104,2,699 -usa-facts,confirmed_7dav_incidence_prop,day,state,2020-02-01,2023-01-02,51,-219.9902025,529.4548894,27.6516619,39.7897067,2023-01-04 20:24:55,20230104,1,699 -usa-facts,confirmed_cumulative_num,day,county,2020-01-25,2023-01-02,3193,0.0,3420119.0,13416.5229115,58900.0500137,2023-01-04 20:24:46,20230104,1,699 -usa-facts,confirmed_cumulative_num,day,hhs,2020-01-25,2023-01-02,10,0.0,20923900.0,4254855.322905,4688048.8703272,2023-01-04 20:24:53,20230104,1,699 -usa-facts,confirmed_cumulative_num,day,hrr,2020-01-25,2023-01-02,306,0.0,3435284.8617095,138312.0941972,235778.8992406,2023-01-04 20:24:53,20230104,1,699 -usa-facts,confirmed_cumulative_num,day,msa,2020-01-25,2023-01-02,384,0.0,6776125.0,94699.4364589,292733.9037178,2023-01-04 20:24:54,20230104,1,699 -usa-facts,confirmed_cumulative_num,day,nation,2020-01-25,2023-01-02,1,32.0,95878582.0,42548553.2290503,33478213.8602107,2023-01-04 20:24:55,20230104,2,699 -usa-facts,confirmed_cumulative_num,day,state,2020-01-25,2023-01-02,51,0.0,10887571.0,839542.6606713,1355143.0742701,2023-01-04 20:24:55,20230104,1,699 -usa-facts,confirmed_cumulative_prop,day,county,2020-01-25,2023-01-02,3142,0.0,357367.8483477,12978.6757711,10949.3357589,2023-01-04 20:24:47,20230104,1,699 -usa-facts,confirmed_cumulative_prop,day,hhs,2020-01-25,2023-01-02,10,0.0,33090.0646997,12675.3273795,10149.5494649,2023-01-04 20:24:53,20230104,2,699 -usa-facts,confirmed_cumulative_prop,day,hrr,2020-01-25,2023-01-02,306,0.0,51022.08092,12921.0507086,10436.1263936,2023-01-04 20:24:53,20230104,2,699 -usa-facts,confirmed_cumulative_prop,day,msa,2020-01-25,2023-01-02,384,0.0,45312.9383475,12941.2746288,10570.6794767,2023-01-04 20:24:54,20230104,2,699 -usa-facts,confirmed_cumulative_prop,day,nation,2020-01-25,2023-01-02,1,0.0097124,29100.4315635,12914.0547924,10161.0855207,2023-01-04 20:24:55,20230104,2,699 -usa-facts,confirmed_cumulative_prop,day,state,2020-01-25,2023-01-02,51,0.0,39956.2019629,13155.6130204,10748.9246133,2023-01-04 20:24:55,20230104,2,699 -usa-facts,confirmed_incidence_num,day,county,2020-01-25,2023-01-02,3193,-546013.0,353962.0,28.1504973,743.201466,2023-01-04 20:24:48,20230104,1,699 -usa-facts,confirmed_incidence_num,day,hhs,2020-01-25,2023-01-02,10,-46738.0,363306.0,8927.1732775,18062.0651374,2023-01-04 20:24:53,20230104,1,699 -usa-facts,confirmed_incidence_num,day,hrr,2020-01-25,2023-01-02,306,-271052.3448913,185965.4417602,287.0509706,1501.1778561,2023-01-04 20:24:53,20230104,1,699 -usa-facts,confirmed_incidence_num,day,msa,2020-01-25,2023-01-02,384,-475087.0,228158.0,196.7937273,1653.8254242,2023-01-04 20:24:54,20230104,1,699 -usa-facts,confirmed_incidence_num,day,nation,2020-01-25,2023-01-02,1,-13697.0,1226142.0,89271.7327747,126470.3878782,2023-01-04 20:24:55,20230104,2,699 -usa-facts,confirmed_incidence_num,day,state,2020-01-25,2023-01-02,51,-47965.0,345159.0,1761.6856166,5777.1075014,2023-01-04 20:24:55,20230104,1,699 -usa-facts,confirmed_incidence_prop,day,county,2020-01-25,2023-01-02,3142,-312553.691083,312696.8673043,26.5650265,304.9645635,2023-01-04 20:24:48,20230104,1,699 -usa-facts,confirmed_incidence_prop,day,hhs,2020-01-25,2023-01-02,10,-314.7876796,784.7260585,26.6778423,46.770253,2023-01-04 20:24:53,20230104,1,699 -usa-facts,confirmed_incidence_prop,day,hrr,2020-01-25,2023-01-02,306,-14323.2666099,7950.3122014,26.6953788,85.6476479,2023-01-04 20:24:53,20230104,1,699 -usa-facts,confirmed_incidence_prop,day,msa,2020-01-25,2023-01-02,384,-19793.9711082,10458.4544948,26.8695905,88.3641895,2023-01-04 20:24:54,20230104,1,699 -usa-facts,confirmed_incidence_prop,day,nation,2020-01-25,2023-01-02,1,-4.1572226,372.1504909,27.0951645,38.3854537,2023-01-04 20:24:55,20230104,2,699 -usa-facts,confirmed_incidence_prop,day,state,2020-01-25,2023-01-02,51,-1638.2168618,1722.6928949,27.6722931,65.5128442,2023-01-04 20:24:55,20230104,1,699 -usa-facts,deaths_7dav_cumulative_num,day,county,2020-02-01,2021-07-22,3193,-0.8571429,24591.7142857,87.4804083,452.1448093,2021-10-28 17:59:23,20211028,1,376 -usa-facts,deaths_7dav_cumulative_num,day,hhs,2020-02-01,2021-07-22,10,0.0,122223.8571429,28144.6630112,30097.3115609,2021-07-24 17:53:40,20210724,1,356 -usa-facts,deaths_7dav_cumulative_num,day,hrr,2020-02-01,2021-07-22,306,0.0,24684.7851819,909.9843131,1806.2630771,2021-10-28 17:59:23,20211028,1,337 -usa-facts,deaths_7dav_cumulative_num,day,msa,2020-02-01,2021-07-22,384,0.0,64098.5714286,627.3933306,2781.3438476,2021-10-28 17:59:23,20211028,1,342 -usa-facts,deaths_7dav_cumulative_num,day,nation,2020-02-01,2021-07-22,1,0.0,602929.5714286,281446.6301115,209147.4997157,2021-07-24 17:53:53,20210724,1,356 -usa-facts,deaths_7dav_cumulative_num,day,state,2020-02-01,2021-07-22,51,0.0,63489.1428571,5482.0339214,9408.7635076,2021-10-28 17:59:23,20211028,1,312 -usa-facts,deaths_7dav_cumulative_prop,day,county,2020-02-01,2021-07-22,3142,0.0,865.8008658,85.0257793,108.8292357,2021-10-28 17:59:23,20211028,1,333 -usa-facts,deaths_7dav_cumulative_prop,day,hhs,2020-02-01,2021-07-22,10,0.0,281.8448579,84.9987066,73.1618796,2021-07-24 17:53:40,20210724,1,356 -usa-facts,deaths_7dav_cumulative_prop,day,hrr,2020-02-01,2021-07-22,306,0.0,447.3055058,82.5973216,83.5682306,2021-10-28 17:59:23,20211028,1,337 -usa-facts,deaths_7dav_cumulative_prop,day,msa,2020-02-01,2021-07-22,384,0.0,409.4583782,75.022065,79.4840691,2021-10-28 17:59:23,20211028,1,342 -usa-facts,deaths_7dav_cumulative_prop,day,nation,2020-02-01,2021-07-22,1,0.0,183.6858541,85.7442844,63.7179514,2021-07-24 17:53:53,20210724,1,356 -usa-facts,deaths_7dav_cumulative_prop,day,state,2020-02-01,2021-07-22,51,0.0,298.2372591,77.3747468,74.9940189,2021-10-28 17:59:23,20211028,1,312 -usa-facts,deaths_7dav_incidence_num,day,county,2020-02-01,2023-01-02,3193,-1140.0,1345.5714286,0.3135858,3.9649796,2023-01-04 20:24:49,20230104,1,628 -usa-facts,deaths_7dav_incidence_num,day,hhs,2020-02-01,2023-01-02,10,-514.1428571,1211.0,100.0959968,139.1133421,2023-01-04 20:24:53,20230104,1,617 -usa-facts,deaths_7dav_incidence_num,day,hrr,2020-02-01,2023-01-02,306,-565.9199931,430.8454645,3.0379385,9.6241823,2023-01-04 20:24:54,20230104,1,588 -usa-facts,deaths_7dav_incidence_num,day,msa,2020-02-01,2023-01-02,384,-1163.7142857,1185.0,1.9671742,12.5240928,2023-01-04 20:24:54,20230104,1,588 -usa-facts,deaths_7dav_incidence_num,day,nation,2020-02-01,2023-01-02,1,-41.2857143,3537.2857143,1000.9599679,811.1933866,2023-01-04 20:24:55,20230104,2,617 -usa-facts,deaths_7dav_incidence_num,day,state,2020-02-01,2023-01-02,51,-531.7142857,955.8571428571428,19.6267133,43.3457142,2023-01-04 20:24:55,20230104,1,617 -usa-facts,deaths_7dav_incidence_prop,day,county,2020-02-01,2023-01-02,3142,-1345.5069678,1345.5069678,0.3657449,1.8136157,2023-01-04 20:24:50,20230104,1,628 -usa-facts,deaths_7dav_incidence_prop,day,hhs,2020-02-01,2023-01-02,10,-3.4628319,4.183583,0.2882408,0.358071,2023-01-04 20:24:53,20230104,2,622 -usa-facts,deaths_7dav_incidence_prop,day,hrr,2020-02-01,2023-01-02,306,-38.6217947,14.3513787,0.3029906,0.5533538,2023-01-04 20:24:54,20230104,1,622 -usa-facts,deaths_7dav_incidence_prop,day,msa,2020-02-01,2023-01-02,384,-53.3820085,29.0639867,0.2956424,0.5762059,2023-01-04 20:24:55,20230104,1,622 -usa-facts,deaths_7dav_incidence_prop,day,nation,2020-02-01,2023-01-02,1,-0.0125308,1.0736135,0.3038047,0.246208,2023-01-04 20:24:55,20230104,2,622 -usa-facts,deaths_7dav_incidence_prop,day,state,2020-02-01,2023-01-02,51,-7.7131875,7.8089447,0.2947568,0.4184295,2023-01-04 20:24:55,20230104,1,622 -usa-facts,deaths_cumulative_num,day,county,2020-01-25,2023-01-02,3193,-6.0,46633.0,187.0525139,855.1497099,2023-01-04 20:24:50,20230104,1,635 -usa-facts,deaths_cumulative_num,day,hhs,2020-01-25,2023-01-02,10,0.0,250138.0,59318.2670391,57192.4003154,2023-01-04 20:24:53,20230104,1,617 -usa-facts,deaths_cumulative_num,day,hrr,2020-01-25,2023-01-02,306,0.0,34539.5623136,1874.025571,2942.5701208,2023-01-04 20:24:54,20230104,1,600 -usa-facts,deaths_cumulative_num,day,msa,2020-01-25,2023-01-02,384,0.0,84086.0,1239.8201199,4089.9341829,2023-01-04 20:24:55,20230104,1,600 -usa-facts,deaths_cumulative_num,day,nation,2020-01-25,2023-01-02,1,1.0,1068791.0,593182.6703911,361324.0341839,2023-01-04 20:24:55,20230104,2,617 -usa-facts,deaths_cumulative_num,day,state,2020-01-25,2023-01-02,51,0.0,97562.0,11705.6167019,16827.3441965,2023-01-04 20:24:55,20230104,1,617 -usa-facts,deaths_cumulative_prop,day,county,2020-01-25,2023-01-02,3142,0.0,9418.5487746,208.462631,186.8944545,2023-01-04 20:24:51,20230104,1,635 -usa-facts,deaths_cumulative_prop,day,hhs,2020-01-25,2023-01-02,10,0.0,390.3838766,172.7502603,112.6269236,2023-01-04 20:24:53,20230104,2,635 -usa-facts,deaths_cumulative_prop,day,hrr,2020-01-25,2023-01-02,306,0.0,599.3774413,181.0972097,136.1583754,2023-01-04 20:24:54,20230104,2,635 -usa-facts,deaths_cumulative_prop,day,msa,2020-01-25,2023-01-02,384,0.0,686.0646166,172.4510664,138.5730553,2023-01-04 20:24:55,20230104,1,635 -usa-facts,deaths_cumulative_prop,day,nation,2020-01-25,2023-01-02,1,0.0003035,324.3923586,180.0388715,109.6666754,2023-01-04 20:24:55,20230104,2,635 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"last_update": 1672863895, "max_issue": 20230104, "min_lag": 1, "max_lag": 588}, {"data_source": "usa-facts", "signal": "deaths_incidence_num", "time_type": "day", "geo_type": "nation", "min_time": 20200125, "max_time": 20230102, "num_locations": 1, "min_value": -2889.0, "max_value": 5057.0, "mean_value": 995.1489758, "stdev_value": 972.6433335, "last_update": 1672863895, "max_issue": 20230104, "min_lag": 2, "max_lag": 617}, {"data_source": "usa-facts", "signal": "deaths_incidence_num", "time_type": "day", "geo_type": "state", "min_time": 20200125, "max_time": 20230102, "num_locations": 51, "min_value": -3722.0, "max_value": 3112.0, "mean_value": 19.6401808, "stdev_value": 67.2644769, "last_update": 1672863895, "max_issue": 20230104, "min_lag": 1, "max_lag": 617}, {"data_source": "usa-facts", "signal": "deaths_incidence_prop", "time_type": "day", "geo_type": "county", "min_time": 20200125, "max_time": 20230102, "num_locations": 3142, "min_value": -9418.5487746, "max_value": 9418.5487746, "mean_value": 0.3660363, "stdev_value": 8.2752559, "last_update": 1672863892, "max_issue": 20230104, "min_lag": 1, "max_lag": 635}, {"data_source": "usa-facts", "signal": "deaths_incidence_prop", "time_type": "day", "geo_type": "hhs", "min_time": 20200125, "max_time": 20230102, "num_locations": 10, "min_value": -25.0480419, "max_value": 20.4285247, "mean_value": 0.286551, "stdev_value": 0.5491529, "last_update": 1672863893, "max_issue": 20230104, "min_lag": 1, "max_lag": 622}, {"data_source": "usa-facts", "signal": "deaths_incidence_prop", "time_type": "day", "geo_type": "hrr", "min_time": 20200125, "max_time": 20230102, "num_locations": 306, "min_value": -270.438116, "max_value": 100.4596506, "mean_value": 0.3031668, "stdev_value": 1.1652841, "last_update": 1672863894, "max_issue": 20230104, "min_lag": 1, "max_lag": 622}, {"data_source": "usa-facts", "signal": "deaths_incidence_prop", "time_type": "day", "geo_type": "msa", "min_time": 20200125, "max_time": 20230102, "num_locations": 384, "min_value": -373.6740598, "max_value": 203.4479066, "mean_value": 0.295851, "stdev_value": 1.2544093, "last_update": 1672863895, "max_issue": 20230104, "min_lag": 1, "max_lag": 622}, {"data_source": "usa-facts", "signal": "deaths_incidence_prop", "time_type": "day", "geo_type": "nation", "min_time": 20200125, "max_time": 20230102, "num_locations": 1, "min_value": -0.8768501, "max_value": 1.5348671, "mean_value": 0.302041, "stdev_value": 0.2952103, "last_update": 1672863895, "max_issue": 20230104, "min_lag": 2, "max_lag": 622}, {"data_source": "usa-facts", "signal": "deaths_incidence_prop", "time_type": "day", "geo_type": "state", "min_time": 20200125, "max_time": 20230102, "num_locations": 51, "min_value": -53.9923123, "max_value": 54.6626129, "mean_value": 0.2949155, "stdev_value": 0.8675433, "last_update": 1672863895, "max_issue": 20230104, "min_lag": 1, "max_lag": 622}, {"data_source": "youtube-survey", "signal": "raw_cli", "time_type": "day", "geo_type": "state", "min_time": 20200421, "max_time": 20200601, "num_locations": 19, "min_value": 0.0, "max_value": 3.083081763746322, "mean_value": 0.8598539, "stdev_value": 0.6421984, "last_update": 1591098694, "max_issue": 20200603, "min_lag": 2, "max_lag": 11}, {"data_source": "youtube-survey", "signal": "raw_ili", "time_type": "day", "geo_type": "state", "min_time": 20200421, "max_time": 20200601, "num_locations": 19, "min_value": 0.0, "max_value": 3.1956943281688743, "mean_value": 0.8591775, "stdev_value": 0.6492578, "last_update": 1591098694, "max_issue": 20200603, "min_lag": 2, "max_lag": 11}, {"data_source": "youtube-survey", "signal": "smoothed_cli", "time_type": "day", "geo_type": "state", "min_time": 20200421, "max_time": 20200622, "num_locations": 42, "min_value": 0.0, "max_value": 4.5321637426900585, "mean_value": 0.8980185, "stdev_value": 0.5737264, "last_update": 1593003095, "max_issue": 20200625, "min_lag": 2, "max_lag": 11}, {"data_source": "youtube-survey", "signal": "smoothed_ili", "time_type": "day", "geo_type": "state", "min_time": 20200421, "max_time": 20200622, "num_locations": 42, "min_value": 0.0, "max_value": 4.5321637426900585, "mean_value": 0.8926679, "stdev_value": 0.5741616, "last_update": 1593003095, "max_issue": 20200625, "min_lag": 2, "max_lag": 11}], "result": 1, "message": "success"} \ No newline at end of file diff --git a/google_symptoms/tests/test_date_utils.py b/google_symptoms/tests/test_date_utils.py index d3d7ac82d..1e471c192 100644 --- a/google_symptoms/tests/test_date_utils.py +++ b/google_symptoms/tests/test_date_utils.py @@ -1,11 +1,11 @@ from datetime import datetime, date, timedelta - +import json import pandas as pd from freezegun import freeze_time -from conftest import TEST_DIR, NEW_DATE - from delphi_epidata import Epidata +from conftest import TEST_DIR, NEW_DATE + from delphi_utils.validator.utils import lag_converter from delphi_google_symptoms.constants import FULL_BKFILL_START_DATE from delphi_google_symptoms.date_utils import generate_query_dates, generate_num_export_days, generate_patch_dates @@ -39,32 +39,34 @@ def test_generate_query_dates_custom(self): assert set(output) == set(expected) def test_generate_export_dates(self, params, logger, monkeypatch): - metadata_df = pd.read_csv(f"{TEST_DIR}/test_data/covid_metadata.csv") - monkeypatch.setattr(Epidata, "covidcast_meta", lambda: metadata_df) + with open(f"{TEST_DIR}/test_data/covid_metadata.json") as f: + metadata_ = json.load(f) + monkeypatch.setattr(Epidata, "covidcast_meta", lambda: metadata_dict) - num_export_days = generate_num_export_days(params, logger) - expected_num_export_days = params["indicator"]["num_export_days"] - assert num_export_days == expected_num_export_days + num_export_days = generate_num_export_days(params, logger) + expected_num_export_days = params["indicator"]["num_export_days"] + assert num_export_days == expected_num_export_days def test_generate_export_dates_normal(self, params_w_no_date, logger, monkeypatch): - metadata_df = pd.read_csv(f"{TEST_DIR}/test_data/covid_metadata.csv") - monkeypatch.setattr(Epidata, "covidcast_meta", lambda: metadata_df) + with open(f"{TEST_DIR}/test_data/covid_metadata.json") as f: + metadata_dict = json.load(f) + monkeypatch.setattr(Epidata, "covidcast_meta", lambda: metadata_dict) - num_export_days = generate_num_export_days(params_w_no_date, logger) + num_export_days = generate_num_export_days(params_w_no_date, logger) - max_expected_lag = lag_converter(params_w_no_date["validation"]["common"]["max_expected_lag"]) - global_max_expected_lag = max(list(max_expected_lag.values())) - expected_num_export_days = params_w_no_date["validation"]["common"]["span_length"] + global_max_expected_lag + max_expected_lag = lag_converter(params_w_no_date["validation"]["common"]["max_expected_lag"]) + global_max_expected_lag = max(list(max_expected_lag.values())) + expected_num_export_days = params_w_no_date["validation"]["common"]["span_length"] + global_max_expected_lag - assert num_export_days == expected_num_export_days + assert num_export_days == expected_num_export_days def test_generate_export_date_missing(self, params_w_no_date, logger, monkeypatch): - metadata_df = pd.read_csv(f"{TEST_DIR}/test_data/covid_metadata_missing.csv") - monkeypatch.setattr(Epidata, "covidcast_meta", lambda: metadata_df) - - num_export_days = generate_num_export_days(params_w_no_date, logger) - expected_num_export_days = (date.today() - FULL_BKFILL_START_DATE.date()).days + 1 - assert num_export_days == expected_num_export_days + with open(f"{TEST_DIR}/test_data/covid_metadata_missing.json") as f: + metadata_dict = json.load(f) + monkeypatch.setattr(Epidata, "covidcast_meta", lambda: metadata_dict) + num_export_days = generate_num_export_days(params_w_no_date, logger) + expected_num_export_days = (date.today() - FULL_BKFILL_START_DATE.date()).days + 1 + assert num_export_days == expected_num_export_days def generate_expected_start_end_dates(self, issue_date): # Actual dates reported on issue dates June 27-29, 2024, by the old diff --git a/google_symptoms/tests/test_patch.py b/google_symptoms/tests/test_patch.py index 58d10f11b..bacbb6428 100644 --- a/google_symptoms/tests/test_patch.py +++ b/google_symptoms/tests/test_patch.py @@ -7,6 +7,7 @@ import re import shutil from typing import List, Tuple +import json from delphi_google_symptoms.patch import patch from delphi_utils.validator.utils import lag_converter @@ -14,7 +15,7 @@ from delphi_google_symptoms.constants import SMOOTHERS_MAP, FULL_BKFILL_START_DATE from delphi_google_symptoms.date_utils import generate_query_dates -from conftest import state_data_gap, covidcast_metadata, TEST_DIR +from conftest import state_data_gap, TEST_DIR class TestPatchModule: @@ -53,7 +54,7 @@ def mocked_patch(self, params_): with mock_patch("delphi_google_symptoms.patch.read_params", return_value=params_), \ mock_patch("delphi_google_symptoms.pull.pandas_gbq.read_gbq") as mock_read_gbq, \ mock_patch("delphi_google_symptoms.pull.initialize_credentials", return_value=None), \ - mock_patch("delphi_google_symptoms.date_utils.Epidata.covidcast_meta", return_value=covidcast_metadata), \ + mock_patch("delphi_google_symptoms.date_utils.Epidata.covidcast_meta") as mock_covidcast_meta, \ mock_patch("delphi_google_symptoms.run.GEO_RESOLUTIONS", new=["state"]): def side_effect(*args, **kwargs): if "symptom_search_sub_region_1_daily" in args[0]: @@ -64,26 +65,29 @@ def side_effect(*args, **kwargs): else: return pd.DataFrame() - mock_read_gbq.side_effect = side_effect - start_date = datetime.strptime(params_["patch"]["start_issue"], "%Y-%m-%d") + with open(f"{TEST_DIR}/test_data/covid_metadata.json", "r") as f: + covidcast_meta = json.load(f) + mock_covidcast_meta = covidcast_meta + mock_read_gbq.side_effect = side_effect + start_date = datetime.strptime(params_["patch"]["start_issue"], "%Y-%m-%d") - patch(params_) + patch(params_) - patch_path = Path(f"{TEST_DIR}/{params_['patch']['patch_dir']}") + patch_path = Path(f"{TEST_DIR}/{params_['patch']['patch_dir']}") - for issue_dir in sorted(list(patch_path.iterdir())): - assert f'issue_{datetime.strftime(start_date, "%Y%m%d")}' == issue_dir.name + for issue_dir in sorted(list(patch_path.iterdir())): + assert f'issue_{datetime.strftime(start_date, "%Y%m%d")}' == issue_dir.name - smoothed_dates, raw_dates = self.parse_csv_file(list(Path(issue_dir, "google-symptoms").glob("*.csv"))) - expected_smoothed_dates = self.generate_expected_dates(params_, "smoothed", start_date) - expected_raw_dates = self.generate_expected_dates(params_, "raw", start_date) + smoothed_dates, raw_dates = self.parse_csv_file(list(Path(issue_dir, "google-symptoms").glob("*.csv"))) + expected_smoothed_dates = self.generate_expected_dates(params_, "smoothed", start_date) + expected_raw_dates = self.generate_expected_dates(params_, "raw", start_date) - assert smoothed_dates == expected_smoothed_dates - assert raw_dates == expected_raw_dates + assert smoothed_dates == expected_smoothed_dates + assert raw_dates == expected_raw_dates - shutil.rmtree(issue_dir) + shutil.rmtree(issue_dir) - start_date += timedelta(days=1) + start_date += timedelta(days=1) def test_patch_default(self, params_w_patch): params_w_patch["indicator"]["num_export_days"] = None diff --git a/sir_complainsalot/delphi_sir_complainsalot/check_source.py b/sir_complainsalot/delphi_sir_complainsalot/check_source.py index 59fc636e4..ebbc497ee 100644 --- a/sir_complainsalot/delphi_sir_complainsalot/check_source.py +++ b/sir_complainsalot/delphi_sir_complainsalot/check_source.py @@ -6,8 +6,7 @@ import pandas as pd from delphi_epidata import Epidata - -from .date_utils import _date_to_api_string, _parse_datetimes +from delphi_utils.date_utils import convert_apitime_column_to_datetimes, date_to_api_string @dataclass @@ -69,8 +68,8 @@ def check_source(data_source, meta, params, grace, logger): # pylint: disable=t age_complaints = {} gap_complaints = {} - start_date = datetime.now() - timedelta(days=14) end_date = datetime.now() + start_date = end_date - timedelta(days=14) for _, row in signals.iterrows(): logger.info("Retrieving signal", @@ -87,28 +86,23 @@ def check_source(data_source, meta, params, grace, logger): # pylint: disable=t row["signal"], time_type=row["time_type"], geo_type=row["geo_type"], - time_values=Epidata.range(_date_to_api_string(start_date), _date_to_api_string(end_date)), + time_values=Epidata.range(date_to_api_string(start_date), date_to_api_string(end_date)), geo_value="*", ) current_lag_in_days = (now - row["max_time"]).days lag_calculated_from_api = False - latest_data = None - if response["result"] == 1 and response["message"] == "success": - latest_data = pd.DataFrame.from_dict(response["epidata"]) - latest_data["time_value"] = _parse_datetimes(latest_data, "time_value") - latest_data["issue"] = _parse_datetimes(latest_data, "issue") + latest_data = pd.DataFrame.from_dict(Epidata.check(response)) + if len(latest_data) > 0: + latest_data["time_value"] = convert_apitime_column_to_datetimes(latest_data, "time_value") + latest_data["issue"] = convert_apitime_column_to_datetimes(latest_data, "issue") latest_data.drop("direction", axis=1, inplace=True) - unique_dates = list(latest_data["time_value"].dt.date.unique()) - current_lag_in_days = (datetime.now().date() - max(unique_dates)).days + unique_dates = list(latest_data["time_value"].unique().dt.date) + current_lag_in_days = (end_date.date() - max(unique_dates)).days lag_calculated_from_api = True - else: - # Something failed in the API and we did not get real signal data - raise RuntimeError("Error when fetching signal data from the API", message=response["message"]) - logger.info("Signal lag", current_lag_in_days = current_lag_in_days, data_source = data_source, @@ -169,7 +163,7 @@ def check_source(data_source, meta, params, grace, logger): # pylint: disable=t data_source, row["signal"], [row["geo_type"]], - datetime.now(), + end_date, source_config["maintainers"]) else: gap_complaints[row["signal"]].geo_types.append(row["geo_type"]) diff --git a/sir_complainsalot/delphi_sir_complainsalot/run.py b/sir_complainsalot/delphi_sir_complainsalot/run.py index 4ffc8f15d..ac8cec833 100644 --- a/sir_complainsalot/delphi_sir_complainsalot/run.py +++ b/sir_complainsalot/delphi_sir_complainsalot/run.py @@ -11,9 +11,9 @@ import pandas as pd from delphi_epidata import Epidata from delphi_utils import SlackNotifier, get_structured_logger, read_params +from delphi_utils.date_utils import convert_apitime_column_to_datetimes from .check_source import check_source -from .date_utils import _parse_datetimes def get_logger(): @@ -32,14 +32,9 @@ def run_module(): Epidata.auth = ("epidata", params["api_credentials"]) response = Epidata.covidcast_meta() - meta = None - if response["result"] == 1: - meta = pd.DataFrame.from_dict(response["epidata"]) - else: - # Something failed in the API and we did not get real metadata - raise RuntimeError("Error when fetching signal data from the API", response["message"]) + meta = pd.DataFrame.from_dict(Epidata.check(response)) - meta["max_time"] = _parse_datetimes(meta, "max_time") + meta["max_time"] = convert_apitime_column_to_datetimes(meta, "max_time") slack_notifier = None if "channel" in params and "slack_token" in params: slack_notifier = SlackNotifier(params["channel"], params["slack_token"]) diff --git a/testing_utils/_template_testing_dir/README.md.template b/testing_utils/_template_testing_dir/README.md.template deleted file mode 100644 index 115db4eab..000000000 --- a/testing_utils/_template_testing_dir/README.md.template +++ /dev/null @@ -1,9 +0,0 @@ -# Validation for [module] -SHORT DESCRIPTION - -## [script_name] -### Background -DESCRIPTION of why this script exists - -### Instructions to Run - diff --git a/testing_utils/_template_testing_dir/requirements.txt b/testing_utils/_template_testing_dir/requirements.txt deleted file mode 100644 index e69de29bb..000000000 diff --git a/testing_utils/metadata_output.txt b/testing_utils/metadata_output.txt deleted file mode 100644 index e69de29bb..000000000 From 913c72fda783d5b699e454850ce2bcc5f4031941 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Wed, 18 Sep 2024 17:06:56 -0400 Subject: [PATCH 39/55] fixed test --- _delphi_utils_python/delphi_utils/validator/datafetcher.py | 6 +++++- _delphi_utils_python/tests/validator/test_datafetcher.py | 3 +++ 2 files changed, 8 insertions(+), 1 deletion(-) diff --git a/_delphi_utils_python/delphi_utils/validator/datafetcher.py b/_delphi_utils_python/delphi_utils/validator/datafetcher.py index 52064a3d8..9ca526678 100644 --- a/_delphi_utils_python/delphi_utils/validator/datafetcher.py +++ b/_delphi_utils_python/delphi_utils/validator/datafetcher.py @@ -179,8 +179,12 @@ def fetch_api_reference(data_source, start_date, end_date, geo_type, signal_type geo_value="*", ) - api_df = pd.DataFrame.from_dict(Epidata.check(response)) + try: + epidata_dict = Epidata.check(response) + except Exception as e: + raise APIDataFetchError(str(e)) + api_df = pd.DataFrame.from_dict(epidata_dict) if isinstance(api_df, pd.DataFrame) and len(api_df) > 0: # note: this will fail for signals with weekly data, but currently not supported for validation api_df["issue"] = pd.to_datetime(api_df["issue"], format="%Y%m%d") diff --git a/_delphi_utils_python/tests/validator/test_datafetcher.py b/_delphi_utils_python/tests/validator/test_datafetcher.py index 943972b04..35c83dd5a 100644 --- a/_delphi_utils_python/tests/validator/test_datafetcher.py +++ b/_delphi_utils_python/tests/validator/test_datafetcher.py @@ -9,6 +9,7 @@ import pytest from requests.exceptions import HTTPError import requests_mock +from delphi_epidata import delphi_epidata from delphi_utils.validator.datafetcher import (FILENAME_REGEX, make_date_filter, get_geo_signal_combos, @@ -68,6 +69,8 @@ def raise_for_status(self): epidata = json.load(f) response = {"epidata": epidata, "result": 1, "message": "success"} return MockResponse(response, 200) + if geo_type == "state" and signal_type == "b": + return MockResponse({"epidata": {}, "result": 0, "message": "failed"}, 200) return MockResponse({"epidata": {}, "result": 1, "message": "success"}, 200) else: return MockResponse([{"signals": [{"active": True}]}], 200) From a9cebed32f700bae0307f1c866bba9b27c09279c Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Wed, 18 Sep 2024 17:08:22 -0400 Subject: [PATCH 40/55] handle check more gracefully --- .../delphi_google_symptoms/date_utils.py | 53 +++++++++++-------- 1 file changed, 30 insertions(+), 23 deletions(-) diff --git a/google_symptoms/delphi_google_symptoms/date_utils.py b/google_symptoms/delphi_google_symptoms/date_utils.py index 7925af9c4..1d387d88a 100644 --- a/google_symptoms/delphi_google_symptoms/date_utils.py +++ b/google_symptoms/delphi_google_symptoms/date_utils.py @@ -1,5 +1,5 @@ """utility functions for date parsing.""" - +import logging from datetime import date, datetime, timedelta from itertools import product from typing import Dict, List, Union @@ -49,7 +49,21 @@ def get_max_lag(params: Dict) -> int: max_expected_lag = lag_converter(params["validation"]["common"].get("max_expected_lag", {"all": 4})) return max(list(max_expected_lag.values())) +def _generate_base_num_days(params: Dict, logger) -> int: + """Generates export dates for base case""" + latest_date_diff = (datetime.today() - pd.to_datetime(min(gs_metadata.max_time))).days + 1 + + expected_date_diff = params["validation"]["common"].get("span_length", 14) + + # there's an expected lag of 4 days behind if running from today + if export_end_date.date() == datetime.today().date(): + global_max_expected_lag = get_max_lag(params) + expected_date_diff += global_max_expected_lag + + if latest_date_diff > expected_date_diff: + logger.info(f"Missing dates from: {pd.to_datetime(min(gs_metadata.max_time)).date()}") + return expected_date_diff def generate_num_export_days(params: Dict, logger) -> [int]: """ Generate dates for exporting based on current available data. @@ -79,28 +93,21 @@ def generate_num_export_days(params: Dict, logger) -> [int]: Epidata.auth = ("epidata", params["indicator"]["api_credentials"]) # Fetch metadata to check how recent each signal is response = Epidata.covidcast_meta() - metadata = pd.DataFrame.from_dict(Epidata.check(response)) - # Filter to only those we currently want to produce, ignore any old or deprecated signals - gs_metadata = metadata[(metadata.data_source == "google-symptoms") & (metadata.signal.isin(sensor_names))] - - if sensor_names.difference(set(gs_metadata.signal)): - # If any signal not in metadata yet, we need to backfill its full history. - logger.warning("Signals missing in the epidata; backfilling full history") - num_export_days = (export_end_date - FULL_BKFILL_START_DATE).days + 1 - else: - latest_date_diff = (datetime.today() - pd.to_datetime(min(gs_metadata.max_time))).days + 1 - - expected_date_diff = params["validation"]["common"].get("span_length", 14) - - # there's an expected lag of 4 days behind if running from today - if export_end_date.date() == datetime.today().date(): - global_max_expected_lag = get_max_lag(params) - expected_date_diff += global_max_expected_lag - - if latest_date_diff > expected_date_diff: - logger.info(f"Missing dates from: {pd.to_datetime(min(gs_metadata.max_time)).date()}") - - num_export_days = expected_date_diff + try: + metadata = pd.DataFrame.from_dict(Epidata.check(response)) + # Filter to only those we currently want to produce, ignore any old or deprecated signals + gs_metadata = metadata[(metadata.data_source == "google-symptoms") & (metadata.signal.isin(sensor_names))] + + if sensor_names.difference(set(gs_metadata.signal)): + # If any signal not in metadata yet, we need to backfill its full history. + logger.warning("Signals missing in the epidata; backfilling full history") + num_export_days = (export_end_date - FULL_BKFILL_START_DATE).days + 1 + else: + num_export_days = _generate_base_num_days(params, logger) + + except Exception as e: + logger.info("Metadata failed running as usual", error_context=str(e)) + num_export_days = _generate_base_num_days(params, logger) return num_export_days From e30aaca63234726b8a36db50844a7a435a97e49a Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Wed, 18 Sep 2024 19:36:08 -0400 Subject: [PATCH 41/55] export date util --- _delphi_utils_python/delphi_utils/__init__.py | 1 + 1 file changed, 1 insertion(+) diff --git a/_delphi_utils_python/delphi_utils/__init__.py b/_delphi_utils_python/delphi_utils/__init__.py index 2b842be52..796da9872 100644 --- a/_delphi_utils_python/delphi_utils/__init__.py +++ b/_delphi_utils_python/delphi_utils/__init__.py @@ -8,6 +8,7 @@ from .geomap import GeoMapper from .logger import get_structured_logger from .nancodes import Nans +from .date_utils import date_to_api_string, convert_apitime_column_to_datetimes from .signal import add_prefix from .slack_notifier import SlackNotifier from .smooth import Smoother From 733c85e6b5406734982387c74d1e78887b2fd7fc Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Thu, 19 Sep 2024 10:02:58 -0400 Subject: [PATCH 42/55] wrap around try except for sircal --- .../delphi_sir_complainsalot/check_source.py | 23 +++++++++++-------- 1 file changed, 13 insertions(+), 10 deletions(-) diff --git a/sir_complainsalot/delphi_sir_complainsalot/check_source.py b/sir_complainsalot/delphi_sir_complainsalot/check_source.py index ebbc497ee..d50669623 100644 --- a/sir_complainsalot/delphi_sir_complainsalot/check_source.py +++ b/sir_complainsalot/delphi_sir_complainsalot/check_source.py @@ -92,16 +92,19 @@ def check_source(data_source, meta, params, grace, logger): # pylint: disable=t current_lag_in_days = (now - row["max_time"]).days lag_calculated_from_api = False - - latest_data = pd.DataFrame.from_dict(Epidata.check(response)) - if len(latest_data) > 0: - latest_data["time_value"] = convert_apitime_column_to_datetimes(latest_data, "time_value") - latest_data["issue"] = convert_apitime_column_to_datetimes(latest_data, "issue") - latest_data.drop("direction", axis=1, inplace=True) - - unique_dates = list(latest_data["time_value"].unique().dt.date) - current_lag_in_days = (end_date.date() - max(unique_dates)).days - lag_calculated_from_api = True + try: + epidata_dict = Epidata.check(response) + latest_data = pd.DataFrame.from_dict(epidata_dict) + if len(latest_data) > 0: + latest_data["time_value"] = convert_apitime_column_to_datetimes(latest_data, "time_value") + latest_data["issue"] = convert_apitime_column_to_datetimes(latest_data, "issue") + latest_data.drop("direction", axis=1, inplace=True) + + unique_dates = list(latest_data["time_value"].unique().dt.date) + current_lag_in_days = (end_date.date() - max(unique_dates)).days + lag_calculated_from_api = True + except Exception: + continue logger.info("Signal lag", current_lag_in_days = current_lag_in_days, From 06fafd00ae81a2525a3f32df9ccd228122df2f92 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Thu, 19 Sep 2024 14:34:26 -0400 Subject: [PATCH 43/55] lint --- sir_complainsalot/delphi_sir_complainsalot/check_source.py | 1 + 1 file changed, 1 insertion(+) diff --git a/sir_complainsalot/delphi_sir_complainsalot/check_source.py b/sir_complainsalot/delphi_sir_complainsalot/check_source.py index d50669623..c7ccd7cdd 100644 --- a/sir_complainsalot/delphi_sir_complainsalot/check_source.py +++ b/sir_complainsalot/delphi_sir_complainsalot/check_source.py @@ -103,6 +103,7 @@ def check_source(data_source, meta, params, grace, logger): # pylint: disable=t unique_dates = list(latest_data["time_value"].unique().dt.date) current_lag_in_days = (end_date.date() - max(unique_dates)).days lag_calculated_from_api = True + # pylint: disable=W0703 except Exception: continue From d3bc8956b184d822c89316d493cdb5e442411484 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Thu, 19 Sep 2024 14:40:16 -0400 Subject: [PATCH 44/55] remove former testing script --- testing_utils/delphi_utils/.gitignore | 1 - testing_utils/delphi_utils/README.md | 13 - .../delphi_utils/check_covidcast_port.py | 248 ------------------ testing_utils/delphi_utils/requirements.txt | 7 - 4 files changed, 269 deletions(-) delete mode 100644 testing_utils/delphi_utils/.gitignore delete mode 100644 testing_utils/delphi_utils/README.md delete mode 100644 testing_utils/delphi_utils/check_covidcast_port.py delete mode 100644 testing_utils/delphi_utils/requirements.txt diff --git a/testing_utils/delphi_utils/.gitignore b/testing_utils/delphi_utils/.gitignore deleted file mode 100644 index c5495365c..000000000 --- a/testing_utils/delphi_utils/.gitignore +++ /dev/null @@ -1 +0,0 @@ -covidcast_result \ No newline at end of file diff --git a/testing_utils/delphi_utils/README.md b/testing_utils/delphi_utils/README.md deleted file mode 100644 index 00b677996..000000000 --- a/testing_utils/delphi_utils/README.md +++ /dev/null @@ -1,13 +0,0 @@ -# Validation for _delphi_utils -This directory is used for one-time validations that would be too expensive -or wouldn't make sense to be in tests. - -## Check_covidcast_port -### Background -We were previously using [covidcast](https://github.com/cmu-delphi/covidcast) to grab signal and metadata that was not optimized for historical reasons. - We replaced with [Epidata](https://github.com/cmu-delphi/delphi-epidata) which is what covidcast runs under the hood anyway. To ensure that the results make this script was created to validate the results. - -### Instructions to Run -- requires an API key from Epidata [link](https://cmu-delphi.github.io/delphi-epidata/api/api_keys.html) -- export the api key as an environment variable -- set up virtual environment diff --git a/testing_utils/delphi_utils/check_covidcast_port.py b/testing_utils/delphi_utils/check_covidcast_port.py deleted file mode 100644 index db4f6ba42..000000000 --- a/testing_utils/delphi_utils/check_covidcast_port.py +++ /dev/null @@ -1,248 +0,0 @@ -""" -script to check converting covidcast api calls with Epidata.covidcast Epidata.covidcast_meta -""" - -from collections import defaultdict -from pathlib import Path -from typing import Union, Iterable, Tuple, List, Dict -from datetime import datetime, timedelta, date - -import pandas as pd -import covidcast -import tqdm -from delphi_epidata import Epidata -from pandas.testing import assert_frame_equal -import os -from epiweeks import Week - -API_KEY = os.environ.get("DELPHI_API_KEY", os.environ.get("DELPHI_EPIDATA_KEY")) -covidcast.use_api_key(API_KEY) -Epidata.auth = ("epidata", API_KEY) -DIR = Path(__file__).parent -if not Path(f"{DIR}/covidcast_result").is_dir(): - os.mkdir(f"{DIR}/covidcast_result") - - -def _parse_datetimes(df: pd.DataFrame, col: str, date_format: str = "%Y%m%d") -> pd.Series: - """Convert a DataFrame date or epiweek column into datetimes. - - Assumes the column is string type. Dates are assumed to be in the YYYYMMDD - format by default. Weeks are assumed to be in the epiweek CDC format YYYYWW - format and return the date of the first day of the week. - """ - df[col] = df[col].astype("str") - def parse_row(row): - if row["time_type"] == "day": - return pd.to_datetime(row[col], format=date_format) - if row["time_type"] == "week": - return pd.to_datetime(Week(int(row[col][:4]), int(row[col][-2:])).startdate()) - return row[col] - return df.apply(parse_row, axis=1) - - -def ported_metadata() -> Union[pd.DataFrame, None]: - """ - Make covidcast metadata api call. - - Returns - ------- - pd.DataFrame of covidcast metadata. - """ - response = Epidata.covidcast_meta() - - if response["result"] != 1: - # Something failed in the API and we did not get real metadata - raise RuntimeError("Error when fetching metadata from the API", response["message"]) - - df = pd.DataFrame.from_dict(response["epidata"]) - df["min_time"] = _parse_datetimes(df, "min_time") - df["max_time"] = _parse_datetimes(df, "max_time") - df["last_update"] = pd.to_datetime(df["last_update"], unit="s") - return df - - -def ported_signal( - data_source: str, - signal: str, # pylint: disable=W0621 - start_day: date = None, - end_day: date = None, - geo_type: str = "county", - geo_values: Union[str, Iterable[str]] = "*", - as_of: date = None, - lag: int = None, - time_type: str = "day", -) -> Union[pd.DataFrame, None]: - """ - Makes covidcast signal api call. - - data_source: String identifying the data source to query, such as - ``"fb-survey"``. - signal: String identifying the signal from that source to query, - such as ``"smoothed_cli"``. - start_day: Query data beginning on this date. Provided as a - ``datetime.date`` object. If ``start_day`` is ``None``, defaults to the - first day data is available for this signal. If ``time_type == "week"``, then - this is rounded to the epiweek containing the day (i.e. the previous Sunday). - end_day: Query data up to this date, inclusive. Provided as a - ``datetime.date`` object. If ``end_day`` is ``None``, defaults to the most - recent day data is available for this signal. If ``time_type == "week"``, then - this is rounded to the epiweek containing the day (i.e. the previous Sunday). - geo_type: The geography type for which to request this data, such as - ``"county"`` or ``"state"``. Available types are described in the - COVIDcast signal documentation. Defaults to ``"county"``. - geo_values: The geographies to fetch data for. The default, ``"*"``, - fetches all geographies. To fetch one geography, specify its ID as a - string; multiple geographies can be provided as an iterable (list, tuple, - ...) of strings. - as_of: Fetch only data that was available on or before this date, - provided as a ``datetime.date`` object. If ``None``, the default, return - the most recent available data. If ``time_type == "week"``, then - this is rounded to the epiweek containing the day (i.e. the previous Sunday). - lag: Integer. If, for example, ``lag=3``, fetch only data that was - published or updated exactly 3 days after the date. For example, a row - with ``time_value`` of June 3 will only be included in the results if its - data was issued or updated on June 6. If ``None``, the default, return the - most recently issued data regardless of its lag. - time_type: The temporal resolution to request this data. Most signals - are available at the "day" resolution (the default); some are only - available at the "week" resolution, representing an MMWR week ("epiweek"). - :returns: A Pandas data frame with matching data, or ``None`` if no data is - returned. Each row is one observation on one day in one geographic location. - Contains the following columns: - """ - if start_day > end_day: - raise ValueError( - "end_day must be on or after start_day, but " f"start_day = '{start_day}', end_day = '{end_day}'" - ) - - if time_type == "day": - time_values = Epidata.range(start_day.strftime("%Y%m%d"), end_day.strftime("%Y%m%d")) - else: - time_values = Epidata.range(start_day.strftime("%Y%W"), end_day.strftime("%Y%W")) - response = Epidata.covidcast( - data_source, - signal, - time_type=time_type, - geo_type=geo_type, - time_values=time_values, - geo_value=geo_values, - as_of=as_of, - lag=lag, - ) - - if response["result"] != 1: - # Something failed in the API and we did not get real metadata - raise RuntimeError("Error when fetching signal data from the API", response["message"]) - - api_df = pd.DataFrame.from_dict(response["epidata"]) - if not api_df.empty: - time_type = api_df["time_type"].values[0] - api_df["time_value"] = _parse_datetimes(api_df, "time_value") - api_df["issue"] = _parse_datetimes(api_df, "issue") - api_df.drop("direction", axis=1, inplace=True) - api_df["data_source"] = data_source - api_df["signal"] = signal - - return api_df - - -def check_metadata(): - expected_df = covidcast.metadata() - df = ported_metadata() - assert_frame_equal(expected_df, df) - - -def generate_start_date_per_signal() -> Dict[Tuple[datetime, datetime, str], List[Tuple[str]]]: - """ - Generate a dictionary of date range associated with individual signals - - - :return: Dictionary of date ranges to list of data source, signal tuple - - Dict[Tuple[datetime.datetime, datetime.datetime, str],[List[Tuple[str, str]]] - """ - meta_df = pd.DataFrame.from_dict(Epidata.covidcast_meta()["epidata"]) - meta_df["min_time"] = meta_df["min_time"].astype("str") - meta_df = meta_df.groupby("data_source").first() - signal_timeframe_dict = defaultdict(list) - - for start_str, data in meta_df.groupby("min_time"): - data_source_groups = data.groupby("data_source") - for data_source, df in data_source_groups: - signals = list(df["signal"].unique()) - time_type = df["time_type"].values[0] - for signal in signals: - if time_type == "day": - start_time = datetime.strptime(start_str, "%Y%m%d") - # explicit start date for google symptom does not match what's in the metadata - if data_source == "google-symptoms": - start_time = datetime(year=2020, month=2, day=20) - end_time = start_time + timedelta(days=30) - date_range = (start_time, end_time, time_type) - signal_timeframe_dict[date_range].append((data_source, signal)) - - elif time_type == "week": - start_time = Week(year=int(start_str[:4]), week=int(start_str[-2:])) - end_time = (start_time + 2).startdate() - date_range = (start_time.startdate(), end_time, time_type) - signal_timeframe_dict[date_range].append((data_source, signal)) - - return signal_timeframe_dict - - -def check_signal(): - """ - Compares the result from covidcast api with Epidata.covidcast - - :return: - """ - signal_timeframe_dict = generate_start_date_per_signal() - signal_df_dict = dict() - for date_range, data_source_signal_list in tqdm.tqdm(signal_timeframe_dict.items()): - for data_source, signal in data_source_signal_list: - time_type = date_range[2] - filename = f"{CURRENT_DIR}/covidcast_result/{data_source}_{signal}.parquet" - if not Path(filename).is_file(): - # every signal except google-symptom has geo type of state - geo_type = "state" - if data_source == "google-symptoms": - geo_type = "county" - expected_df = covidcast.signal( - data_source, - signal, - start_day=date_range[0], - end_day=date_range[1], - geo_type=geo_type, - time_type=time_type, - ) - assert not expected_df.empty, "Received no data from covidcast API." - - expected_df.to_parquet(filename) - signal_df_dict[(data_source, signal, time_type)] = filename - - for date_range, data_source_signal_list in tqdm.tqdm(signal_timeframe_dict.items()): - for data_source, signal in data_source_signal_list: - expected_filename = signal_df_dict.get((data_source, signal, date_range[2])) - expected_df = pd.read_parquet(expected_filename) - - # every signal except google-symptom has geo type of state - geo_type = "state" - if data_source == "google-symptoms": - geo_type = "county" - df = ported_signal( - data_source, - signal, - start_day=date_range[0], - end_day=date_range[1], - time_type=date_range[2], - geo_type=geo_type, - ) - assert not df.empty, "Received no data from covidcast API." - - check = df.merge(expected_df, indicator=True) - assert (check["_merge"] == "both").all() - - -if __name__ == "__main__": - check_metadata() - check_signal() diff --git a/testing_utils/delphi_utils/requirements.txt b/testing_utils/delphi_utils/requirements.txt deleted file mode 100644 index c27ee99cc..000000000 --- a/testing_utils/delphi_utils/requirements.txt +++ /dev/null @@ -1,7 +0,0 @@ -covidcast -delphi-epidata -epiweeks -numpy -pandas==1.5.3 -pyarrow -tqdm \ No newline at end of file From 68e28505b723d2c408b9d8807ab5c116fcc9dddc Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Thu, 19 Sep 2024 14:51:29 -0400 Subject: [PATCH 45/55] lint and fixing missing params --- .../delphi_google_symptoms/date_utils.py | 15 ++++++++------- 1 file changed, 8 insertions(+), 7 deletions(-) diff --git a/google_symptoms/delphi_google_symptoms/date_utils.py b/google_symptoms/delphi_google_symptoms/date_utils.py index 1d387d88a..cc2b59640 100644 --- a/google_symptoms/delphi_google_symptoms/date_utils.py +++ b/google_symptoms/delphi_google_symptoms/date_utils.py @@ -1,5 +1,4 @@ """utility functions for date parsing.""" -import logging from datetime import date, datetime, timedelta from itertools import product from typing import Dict, List, Union @@ -49,9 +48,10 @@ def get_max_lag(params: Dict) -> int: max_expected_lag = lag_converter(params["validation"]["common"].get("max_expected_lag", {"all": 4})) return max(list(max_expected_lag.values())) -def _generate_base_num_days(params: Dict, logger) -> int: + +def _generate_base_num_days(params: Dict, latest_metadata_dt: datetime, export_end_date: datetime, logger) -> int: """Generates export dates for base case""" - latest_date_diff = (datetime.today() - pd.to_datetime(min(gs_metadata.max_time))).days + 1 + latest_date_diff = (datetime.today() - latest_metadata_dt).days + 1 expected_date_diff = params["validation"]["common"].get("span_length", 14) @@ -61,7 +61,7 @@ def _generate_base_num_days(params: Dict, logger) -> int: expected_date_diff += global_max_expected_lag if latest_date_diff > expected_date_diff: - logger.info(f"Missing dates from: {pd.to_datetime(min(gs_metadata.max_time)).date()}") + logger.info(f"Missing dates from: {pd.to_datetime(latest_metadata_dt).date()}") return expected_date_diff def generate_num_export_days(params: Dict, logger) -> [int]: @@ -97,17 +97,18 @@ def generate_num_export_days(params: Dict, logger) -> [int]: metadata = pd.DataFrame.from_dict(Epidata.check(response)) # Filter to only those we currently want to produce, ignore any old or deprecated signals gs_metadata = metadata[(metadata.data_source == "google-symptoms") & (metadata.signal.isin(sensor_names))] - + latest_metadata_dt = min(gs_metadata.max_time) if sensor_names.difference(set(gs_metadata.signal)): # If any signal not in metadata yet, we need to backfill its full history. logger.warning("Signals missing in the epidata; backfilling full history") num_export_days = (export_end_date - FULL_BKFILL_START_DATE).days + 1 else: - num_export_days = _generate_base_num_days(params, logger) + num_export_days = _generate_base_num_days(params, latest_metadata_dt, export_end_date, logger) + # pylint: disable=W0703 except Exception as e: logger.info("Metadata failed running as usual", error_context=str(e)) - num_export_days = _generate_base_num_days(params, logger) + num_export_days = _generate_base_num_days(params, datetime.today(), export_end_date, logger) return num_export_days From 9ff0979e7c72b1c49ae407bd56da7d921675ed21 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Thu, 19 Sep 2024 14:53:43 -0400 Subject: [PATCH 46/55] lint --- google_symptoms/delphi_google_symptoms/date_utils.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/google_symptoms/delphi_google_symptoms/date_utils.py b/google_symptoms/delphi_google_symptoms/date_utils.py index cc2b59640..48f9af4b0 100644 --- a/google_symptoms/delphi_google_symptoms/date_utils.py +++ b/google_symptoms/delphi_google_symptoms/date_utils.py @@ -50,7 +50,7 @@ def get_max_lag(params: Dict) -> int: def _generate_base_num_days(params: Dict, latest_metadata_dt: datetime, export_end_date: datetime, logger) -> int: - """Generates export dates for base case""" + """Generates export dates for base case.""" latest_date_diff = (datetime.today() - latest_metadata_dt).days + 1 expected_date_diff = params["validation"]["common"].get("span_length", 14) From f7fcefcd65a32f891ede05b59ca0182de3ab2e90 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Thu, 19 Sep 2024 14:58:20 -0400 Subject: [PATCH 47/55] fixed test --- google_symptoms/delphi_google_symptoms/date_utils.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/google_symptoms/delphi_google_symptoms/date_utils.py b/google_symptoms/delphi_google_symptoms/date_utils.py index 48f9af4b0..d3eaf6488 100644 --- a/google_symptoms/delphi_google_symptoms/date_utils.py +++ b/google_symptoms/delphi_google_symptoms/date_utils.py @@ -97,7 +97,7 @@ def generate_num_export_days(params: Dict, logger) -> [int]: metadata = pd.DataFrame.from_dict(Epidata.check(response)) # Filter to only those we currently want to produce, ignore any old or deprecated signals gs_metadata = metadata[(metadata.data_source == "google-symptoms") & (metadata.signal.isin(sensor_names))] - latest_metadata_dt = min(gs_metadata.max_time) + latest_metadata_dt = pd.to_datetime(min(gs_metadata.max_time)) if sensor_names.difference(set(gs_metadata.signal)): # If any signal not in metadata yet, we need to backfill its full history. logger.warning("Signals missing in the epidata; backfilling full history") From 957af29c32c6305ef8dd6c0535a4421f48426b08 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Fri, 20 Sep 2024 10:02:35 -0400 Subject: [PATCH 48/55] lock pandas version --- _delphi_utils_python/pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_delphi_utils_python/pyproject.toml b/_delphi_utils_python/pyproject.toml index d634bb758..9ab72721a 100644 --- a/_delphi_utils_python/pyproject.toml +++ b/_delphi_utils_python/pyproject.toml @@ -23,7 +23,7 @@ dependencies = [ "gitpython", "importlib_resources>=1.3", "numpy", - "pandas>=1.1.0", + "pandas==1.5.3", "requests", "slackclient", "scs<3.2.6", # TODO: remove this ; it is a cvxpy dependency, and the excluded version appears to break our jenkins build. see: https://github.com/cvxgrp/scs/issues/283 From 958519697f425bb8a76c397665aebbd70f191ee2 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Fri, 20 Sep 2024 10:48:13 -0400 Subject: [PATCH 49/55] lint --- _delphi_utils_python/delphi_utils/validator/datafetcher.py | 1 + 1 file changed, 1 insertion(+) diff --git a/_delphi_utils_python/delphi_utils/validator/datafetcher.py b/_delphi_utils_python/delphi_utils/validator/datafetcher.py index 9ca526678..a4ce80a19 100644 --- a/_delphi_utils_python/delphi_utils/validator/datafetcher.py +++ b/_delphi_utils_python/delphi_utils/validator/datafetcher.py @@ -5,6 +5,7 @@ import threading import warnings from os import listdir +# pylint: disable=W0707 from os.path import isfile, join import numpy as np From cf4f06d8deb0b0638659ab4c4aa9dac0aaebd037 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Fri, 20 Sep 2024 14:23:38 -0400 Subject: [PATCH 50/55] lint --- google_symptoms/delphi_google_symptoms/date_utils.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/google_symptoms/delphi_google_symptoms/date_utils.py b/google_symptoms/delphi_google_symptoms/date_utils.py index d3eaf6488..7079766f8 100644 --- a/google_symptoms/delphi_google_symptoms/date_utils.py +++ b/google_symptoms/delphi_google_symptoms/date_utils.py @@ -50,7 +50,7 @@ def get_max_lag(params: Dict) -> int: def _generate_base_num_days(params: Dict, latest_metadata_dt: datetime, export_end_date: datetime, logger) -> int: - """Generates export dates for base case.""" + """Generate export dates for base case.""" latest_date_diff = (datetime.today() - latest_metadata_dt).days + 1 expected_date_diff = params["validation"]["common"].get("span_length", 14) From b5929afd4325a38c2552daa3bbf2bb3586928bd9 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Fri, 20 Sep 2024 14:30:28 -0400 Subject: [PATCH 51/55] more fix test --- _delphi_utils_python/tests/validator/test_datafetcher.py | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/_delphi_utils_python/tests/validator/test_datafetcher.py b/_delphi_utils_python/tests/validator/test_datafetcher.py index 35c83dd5a..2fa9c16ed 100644 --- a/_delphi_utils_python/tests/validator/test_datafetcher.py +++ b/_delphi_utils_python/tests/validator/test_datafetcher.py @@ -118,10 +118,7 @@ def test_threaded_api_calls(self, mock_get): ("state", "b"): ValidationFailure("api_data_fetch_error", geo_type="state", signal="b", - message="Error: no API data was returned when " - "fetching reference data from 2020-03-10 " - "to 2020-06-10 for data source: " - "source, signal type: b, geo type: state") + message="Error fetching epidata: failed. (result=0)") } actual = threaded_api_calls("source", date(2020, 3, 10), date(2020, 6, 10), expected.keys()) From ee6498493e3be0bed8c5d05d037b68a89ca3c4f2 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Fri, 20 Sep 2024 14:32:39 -0400 Subject: [PATCH 52/55] lint again --- _delphi_utils_python/delphi_utils/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_delphi_utils_python/delphi_utils/__init__.py b/_delphi_utils_python/delphi_utils/__init__.py index 796da9872..8628780f9 100644 --- a/_delphi_utils_python/delphi_utils/__init__.py +++ b/_delphi_utils_python/delphi_utils/__init__.py @@ -4,11 +4,11 @@ from __future__ import absolute_import from .archive import ArchiveDiffer, GitArchiveDiffer, S3ArchiveDiffer +from .date_utils import convert_apitime_column_to_datetimes, date_to_api_string from .export import create_export_csv from .geomap import GeoMapper from .logger import get_structured_logger from .nancodes import Nans -from .date_utils import date_to_api_string, convert_apitime_column_to_datetimes from .signal import add_prefix from .slack_notifier import SlackNotifier from .smooth import Smoother From fa9143a7e87641d5bc8de3bc0e389ea828bc85bf Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Fri, 20 Sep 2024 14:35:56 -0400 Subject: [PATCH 53/55] lint --- _delphi_utils_python/delphi_utils/date_utils.py | 8 ++++++-- .../delphi_utils/validator/datafetcher.py | 8 ++++++-- 2 files changed, 12 insertions(+), 4 deletions(-) diff --git a/_delphi_utils_python/delphi_utils/date_utils.py b/_delphi_utils_python/delphi_utils/date_utils.py index f50ed4a18..b80847b90 100644 --- a/_delphi_utils_python/delphi_utils/date_utils.py +++ b/_delphi_utils_python/delphi_utils/date_utils.py @@ -15,7 +15,9 @@ def date_to_api_string(d: datetime, time_type: str = "day") -> str: raise ValueError(f"Unknown time_type: {time_type}") -def convert_apitime_column_to_datetimes(df: pd.DataFrame, col: str, date_format: str = "%Y%m%d") -> pd.Series: +def convert_apitime_column_to_datetimes( + df: pd.DataFrame, col: str, date_format: str = "%Y%m%d" +) -> pd.Series: """Convert a DataFrame date or epiweek column into datetimes. Dates are assumed to be in the YYYYMMDD format by default. @@ -28,7 +30,9 @@ def parse_row(row): if row["time_type"] == "day": return pd.to_datetime(row[col], format=date_format) if row["time_type"] == "week": - return pd.to_datetime(Week(int(row[col][:4]), int(row[col][-2:])).startdate()) + return pd.to_datetime( + Week(int(row[col][:4]), int(row[col][-2:])).startdate() + ) return row[col] return df.apply(parse_row, axis=1) diff --git a/_delphi_utils_python/delphi_utils/validator/datafetcher.py b/_delphi_utils_python/delphi_utils/validator/datafetcher.py index a4ce80a19..7660c32fa 100644 --- a/_delphi_utils_python/delphi_utils/validator/datafetcher.py +++ b/_delphi_utils_python/delphi_utils/validator/datafetcher.py @@ -5,6 +5,7 @@ import threading import warnings from os import listdir + # pylint: disable=W0707 from os.path import isfile, join @@ -169,14 +170,17 @@ def fetch_api_reference(data_source, start_date, end_date, geo_type, signal_type """ if start_date > end_date: raise ValueError( - "end_date must be on or after start_date, but " f"start_date = '{start_date}', end_date = '{end_date}'" + "end_date must be on or after start_date, but " + + f"start_date = '{start_date}', end_date = '{end_date}'" ) response = Epidata.covidcast( data_source, signal_type, time_type="day", geo_type=geo_type, - time_values=Epidata.range(start_date.strftime("%Y%m%d"), end_date.strftime("%Y%m%d")), + time_values=Epidata.range( + start_date.strftime("%Y%m%d"), end_date.strftime("%Y%m%d") + ), geo_value="*", ) From a1aad7a360fac7019439cad218b40c92005bb056 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Mon, 11 Nov 2024 13:25:13 -0500 Subject: [PATCH 54/55] changed based on suggestion --- .../delphi_utils/validator/datafetcher.py | 25 +++++++++---------- 1 file changed, 12 insertions(+), 13 deletions(-) diff --git a/_delphi_utils_python/delphi_utils/validator/datafetcher.py b/_delphi_utils_python/delphi_utils/validator/datafetcher.py index 7660c32fa..b6bb48696 100644 --- a/_delphi_utils_python/delphi_utils/validator/datafetcher.py +++ b/_delphi_utils_python/delphi_utils/validator/datafetcher.py @@ -189,21 +189,20 @@ def fetch_api_reference(data_source, start_date, end_date, geo_type, signal_type except Exception as e: raise APIDataFetchError(str(e)) - api_df = pd.DataFrame.from_dict(epidata_dict) - if isinstance(api_df, pd.DataFrame) and len(api_df) > 0: - # note: this will fail for signals with weekly data, but currently not supported for validation - api_df["issue"] = pd.to_datetime(api_df["issue"], format="%Y%m%d") - api_df["time_value"] = pd.to_datetime(api_df["time_value"], format="%Y%m%d") - api_df.drop("direction", axis=1, inplace=True) - api_df["data_source"] = data_source - api_df["signal"] = signal_type - - error_context = f"when fetching reference data from {start_date} to {end_date} " +\ - f"for data source: {data_source}, signal type: {signal_type}, geo type: {geo_type}" - - if api_df is None: + if len(response["epidata"]) == 0: + error_context = f"when fetching reference data from {start_date} to {end_date} " + \ + f"for data source: {data_source}, signal type: {signal_type}, geo type: {geo_type}" raise APIDataFetchError("Error: no API data was returned " + error_context) + api_df = pd.DataFrame.from_dict(epidata_dict) + # note: this will fail for signals with weekly data, but currently not supported for validation + api_df["issue"] = pd.to_datetime(api_df["issue"], format="%Y%m%d") + api_df["time_value"] = pd.to_datetime(api_df["time_value"], format="%Y%m%d") + api_df.drop("direction", axis=1, inplace=True) + api_df["data_source"] = data_source + api_df["signal"] = signal_type + + column_names = ["geo_id", "val", "se", "sample_size", "time_value"] From 38f25bbc728b40bc5fdefd598a9582317e7c2ef3 Mon Sep 17 00:00:00 2001 From: Amaris Sim Date: Wed, 13 Nov 2024 12:21:23 -0500 Subject: [PATCH 55/55] made consistent with actual response --- .../test_data/sample_epidata_signal_a.json | 18 +++++++++--------- .../sample_epidata_signal_county.json | 18 +++++++++--------- 2 files changed, 18 insertions(+), 18 deletions(-) diff --git a/_delphi_utils_python/tests/test_data/sample_epidata_signal_a.json b/_delphi_utils_python/tests/test_data/sample_epidata_signal_a.json index 73b4686f7..78a5c1c91 100644 --- a/_delphi_utils_python/tests/test_data/sample_epidata_signal_a.json +++ b/_delphi_utils_python/tests/test_data/sample_epidata_signal_a.json @@ -1,9 +1,9 @@ -{"geo_value": ["1044"], - "stderr": [null], - "value": [3], - "issue": [20200101], - "lag": [7], - "sample_size": [null], - "time_value": [20200101], - "direction": [null] - } \ No newline at end of file +[{"geo_value": "1044", + "stderr": null, + "value": 3, + "issue": 20200101, + "lag": 7, + "sample_size": null, + "time_value": 20200101, + "direction": null +}] \ No newline at end of file diff --git a/_delphi_utils_python/tests/test_data/sample_epidata_signal_county.json b/_delphi_utils_python/tests/test_data/sample_epidata_signal_county.json index 78787b361..7b2efde71 100644 --- a/_delphi_utils_python/tests/test_data/sample_epidata_signal_county.json +++ b/_delphi_utils_python/tests/test_data/sample_epidata_signal_county.json @@ -1,9 +1,9 @@ -{"geo_value": ["0888"], - "stderr": [2], - "value": [14], - "issue": [20200101], - "lag": [1], - "sample_size": [100], - "time_value": [20200101], - "direction": [null] - } \ No newline at end of file +[{"geo_value": "0888", +"stderr": 2, +"value": 14, +"issue": 20200101, +"lag": 1, +"sample_size": 100, +"time_value": 20200101, +"direction": null +}] \ No newline at end of file