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Update associated repo 0_start_here.ipynb #2

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8 changes: 4 additions & 4 deletions notebooks/0_start_here.ipynb
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Expand Up @@ -81,7 +81,7 @@
},
"source": [
"## Reading Data from Snowflake\n",
"Today, we'll be analyzing the time series data from the [Cybersyn Finance and Economics dataset](https://app.snowflake.com/marketplace/listing/GZTSZAS2KF7/cybersyn-inc-financial-economic-essentials). You can find the instructions to setup the dataset for this tutorial [here](https://quickstarts.snowflake.com/guide/getting_started_with_pandas_on_snowflake/#1). \n",
"Today, we'll be analyzing the time series data from the [Snowflake Public Data (Free)](https://app.snowflake.com/marketplace/listing/GZTSZ290BV255/snowflake-public-data-products-snowflake-public-data-free?search=snowflake+public+data+). You can find the instructions to setup the dataset for this tutorial [here](https://quickstarts.snowflake.com/guide/getting_started_with_pandas_on_snowflake/#1). \n",
"\n",
"Let's start by reading the `stock_price_timeseries` table into a DataFrame!\n",
"\n",
Expand Down Expand Up @@ -122,7 +122,7 @@
"\n",
"1) Create a [Snowpark DataFrame](https://docs.snowflake.com/en/developer-guide/snowpark/python/working-with-dataframes#return-the-contents-of-a-dataframe-as-a-pandas-dataframe) and calling [`to_pandas`](https://docs.snowflake.com/developer-guide/snowpark/reference/python/latest/snowpark/api/snowflake.snowpark.DataFrame.to_pandas) to export results into a pandas DataFrame\n",
"```python\n",
"snowpark_df = session.table(\"FINANCIAL__ECONOMIC_ESSENTIALS.CYBERSYN.STOCK_PRICE_TIMESERIES\")\n",
"snowpark_df = session.table(\"SNOWFLAKE_PUBLIC_DATA_FREE.PUBLIC_DATA_FREE.STOCK_PRICE_TIMESERIES\")\n",
"native_pd_df = snowpark_df.to_pandas()\n",
"```\n",
"\n",
Expand All @@ -132,7 +132,7 @@
"# Create a cursor object\n",
"cur = session.connection.cursor()\n",
"# Execute a statement that will generate a result set\n",
"cur.execute(\"select * from FINANCIAL__ECONOMIC_ESSENTIALS.CYBERSYN.STOCK_PRICE_TIMESERIES\")\n",
"cur.execute(\"select * from SNOWFLAKE_PUBLIC_DATA_FREE.PUBLIC_DATA_FREE.STOCK_PRICE_TIMESERIES\")\n",
"# Fetch all the rows in a cursor and load them into a pandas DataFrame\n",
"native_pd_df = cur.fetch_pandas_all()\n",
"```\n",
Expand All @@ -155,7 +155,7 @@
"source": [
"start = perf_counter()\n",
"cur = session.connection.cursor()\n",
"cur.execute(\"select * from FINANCIAL__ECONOMIC_ESSENTIALS.CYBERSYN.STOCK_PRICE_TIMESERIES\")\n",
"cur.execute(\"select * from SNOWFLAKE_PUBLIC_DATA_FREE.PUBLIC_DATA_FREE.STOCK_PRICE_TIMESERIES\")\n",
"native_pd_df = cur.fetch_pandas_all()\n",
"end = perf_counter()\n",
"print(f\"Native pandas took {end - start} seconds to read the data!\")"
Expand Down