Image API Examples.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Image API\n",
    "\n",
    "This notebook provides an overview of PHL-Microsat's Image API endpoint: A catalog of Diwata-1 images.\n",
    "\n",
    "The ImageAPI has a couple of endpoints available:\n",
    "* [/scenes](#scenes)\n",
    "* [/scenes/histogram](#histogram)\n",
    "* [/scenes/geohash](#geohash)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## GET /scenes <a class=\"anchor\" id=\"scenes\"></a>\n",
    "\n",
    "This endpoint serves a list of satellite images."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Fetch Data \n",
    "Let's make a request using the default parameters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'data': [{'scene_id': 'D2_SMI_2019-09-18T050055018_N740',\n",
       "   'scene_center': {'type': 'Point',\n",
       "    'coordinates': [124.11433822065693, 7.702644942911951]},\n",
       "   'scene_footprint': {'type': 'Polygon',\n",
       "    'coordinates': [[[124.525247, 7.910834],\n",
       "      [124.430082, 7.368785],\n",
       "      [123.703429, 7.494456],\n",
       "      [123.798595, 8.036505],\n",
       "      [124.525247, 7.910834]]]},\n",
       "   'satellite_name': 'diwata-2',\n",
       "   'payload': 'smi',\n",
       "   'wavelength': '740',\n",
       "   'cloudcover': None,\n",
       "   'capture_time': '2019-09-18T05:00:55.018000',\n",
       "   'published_time': None,\n",
       "   'links': {'bundle_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-09-18T050055018_N740/D2_SMI_2019-09-18T050055018_N740.zip',\n",
       "    'thumbnail_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-09-18T050055018_N740/D2_SMI_2019-09-18T050055018_N740-thumb.png'},\n",
       "   'image_quality': None,\n",
       "   'bands': {'L1A': 'D2_SMI_2019-09-18T050055018_N740_L1A.tif',\n",
       "    'L1B': 'D2_SMI_2019-09-18T050055018_N740_L1B.tif',\n",
       "    'L1C': 'D2_SMI_2019-09-18T050055018_N740_L1C.tif'},\n",
       "   'day_or_night': '',\n",
       "   'sun_elevation': '',\n",
       "   'sun_azimuth': '',\n",
       "   'products': {'L1A': 'D2_SMI_2019-09-18T050055018_N740_L1A.tif',\n",
       "    'L1B': 'D2_SMI_2019-09-18T050055018_N740_L1B.tif',\n",
       "    'L1C': 'D2_SMI_2019-09-18T050055018_N740_L1C.tif'},\n",
       "   'satellite_color': None,\n",
       "   'payload_color': None,\n",
       "   'mission_id': None,\n",
       "   'mission_name': None,\n",
       "   'mission_start_time': None},\n",
       "  {'scene_id': 'D2_SMI_2019-09-18T050051018_N740',\n",
       "   'scene_center': {'type': 'Point',\n",
       "    'coordinates': [124.16014438569974, 7.945536777869984]},\n",
       "   'scene_footprint': {'type': 'Polygon',\n",
       "    'coordinates': [[[124.570512, 8.153881],\n",
       "      [124.475744, 7.611272],\n",
       "      [123.749777, 7.737193],\n",
       "      [123.844544, 8.279801],\n",
       "      [124.570512, 8.153881]]]},\n",
       "   'satellite_name': 'diwata-2',\n",
       "   'payload': 'smi',\n",
       "   'wavelength': '740',\n",
       "   'cloudcover': None,\n",
       "   'capture_time': '2019-09-18T05:00:51.018000',\n",
       "   'published_time': None,\n",
       "   'links': {'bundle_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-09-18T050051018_N740/D2_SMI_2019-09-18T050051018_N740.zip',\n",
       "    'thumbnail_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-09-18T050051018_N740/D2_SMI_2019-09-18T050051018_N740-thumb.png'},\n",
       "   'image_quality': None,\n",
       "   'bands': {'L1A': 'D2_SMI_2019-09-18T050051018_N740_L1A.tif',\n",
       "    'L1B': 'D2_SMI_2019-09-18T050051018_N740_L1B.tif',\n",
       "    'L1C': 'D2_SMI_2019-09-18T050051018_N740_L1C.tif'},\n",
       "   'day_or_night': '',\n",
       "   'sun_elevation': '',\n",
       "   'sun_azimuth': '',\n",
       "   'products': {'L1A': 'D2_SMI_2019-09-18T050051018_N740_L1A.tif',\n",
       "    'L1B': 'D2_SMI_2019-09-18T050051018_N740_L1B.tif',\n",
       "    'L1C': 'D2_SMI_2019-09-18T050051018_N740_L1C.tif'},\n",
       "   'satellite_color': None,\n",
       "   'payload_color': None,\n",
       "   'mission_id': None,\n",
       "   'mission_name': None,\n",
       "   'mission_start_time': None},\n",
       "  {'scene_id': 'D2_SMI_2019-09-18T050047018_N740',\n",
       "   'scene_center': {'type': 'Point',\n",
       "    'coordinates': [124.20539500000001, 8.190049]},\n",
       "   'scene_footprint': {'type': 'Polygon',\n",
       "    'coordinates': [[[124.61514, 8.399938],\n",
       "      [124.521735, 7.855051],\n",
       "      [123.79565, 7.98016],\n",
       "      [123.889055, 8.525047],\n",
       "      [124.61514, 8.399938]]]},\n",
       "   'satellite_name': 'diwata-2',\n",
       "   'payload': 'smi',\n",
       "   'wavelength': '740',\n",
       "   'cloudcover': None,\n",
       "   'capture_time': '2019-09-18T05:00:47.018000',\n",
       "   'published_time': None,\n",
       "   'links': {'bundle_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-09-18T050047018_N740/D2_SMI_2019-09-18T050047018_N740.zip',\n",
       "    'thumbnail_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-09-18T050047018_N740/D2_SMI_2019-09-18T050047018_N740-thumb.png'},\n",
       "   'image_quality': None,\n",
       "   'bands': {'L1A': 'D2_SMI_2019-09-18T050047018_N740_L1A.tif',\n",
       "    'L1B': 'D2_SMI_2019-09-18T050047018_N740_L1B.tif',\n",
       "    'L1C': 'D2_SMI_2019-09-18T050047018_N740_L1C.tif'},\n",
       "   'day_or_night': '',\n",
       "   'sun_elevation': '',\n",
       "   'sun_azimuth': '',\n",
       "   'products': {'L1A': 'D2_SMI_2019-09-18T050047018_N740_L1A.tif',\n",
       "    'L1B': 'D2_SMI_2019-09-18T050047018_N740_L1B.tif',\n",
       "    'L1C': 'D2_SMI_2019-09-18T050047018_N740_L1C.tif'},\n",
       "   'satellite_color': None,\n",
       "   'payload_color': None,\n",
       "   'mission_id': None,\n",
       "   'mission_name': None,\n",
       "   'mission_start_time': None},\n",
       "  {'scene_id': 'D2_SMI_2019-08-18T050915063_V708',\n",
       "   'scene_center': {'type': 'Point',\n",
       "    'coordinates': [122.34281433700062, 12.977700168706049]},\n",
       "   'scene_footprint': {'type': 'Polygon',\n",
       "    'coordinates': [[[122.744954, 13.201331],\n",
       "      [122.675727, 12.655941],\n",
       "      [121.940674, 12.75407],\n",
       "      [122.009902, 13.299459],\n",
       "      [122.744954, 13.201331]]]},\n",
       "   'satellite_name': 'diwata-2',\n",
       "   'payload': 'smi',\n",
       "   'wavelength': '708',\n",
       "   'cloudcover': None,\n",
       "   'capture_time': '2019-08-18T05:09:15.063000',\n",
       "   'published_time': None,\n",
       "   'links': {'bundle_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050915063_V708/D2_SMI_2019-08-18T050915063_V708.zip',\n",
       "    'thumbnail_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050915063_V708/D2_SMI_2019-08-18T050915063_V708-thumb.png'},\n",
       "   'image_quality': None,\n",
       "   'bands': {'L1A': 'D2_SMI_2019-08-18T050915063_V708_L1A.tif',\n",
       "    'L1B': 'D2_SMI_2019-08-18T050915063_V708_L1B.tif',\n",
       "    'L1C': 'D2_SMI_2019-08-18T050915063_V708_L1C.tif'},\n",
       "   'day_or_night': '',\n",
       "   'sun_elevation': '',\n",
       "   'sun_azimuth': '',\n",
       "   'products': {'L1A': 'D2_SMI_2019-08-18T050915063_V708_L1A.tif',\n",
       "    'L1B': 'D2_SMI_2019-08-18T050915063_V708_L1B.tif',\n",
       "    'L1C': 'D2_SMI_2019-08-18T050915063_V708_L1C.tif'},\n",
       "   'satellite_color': None,\n",
       "   'payload_color': None,\n",
       "   'mission_id': None,\n",
       "   'mission_name': None,\n",
       "   'mission_start_time': None},\n",
       "  {'scene_id': 'D2_SMI_2019-08-18T050914064_V670',\n",
       "   'scene_center': {'type': 'Point',\n",
       "    'coordinates': [122.35627427173479, 13.038316058404728]},\n",
       "   'scene_footprint': {'type': 'Polygon',\n",
       "    'coordinates': [[[122.75832, 13.261803],\n",
       "      [122.690726, 12.721205],\n",
       "      [121.954229, 12.814829],\n",
       "      [122.021822, 13.355427],\n",
       "      [122.75832, 13.261803]]]},\n",
       "   'satellite_name': 'diwata-2',\n",
       "   'payload': 'smi',\n",
       "   'wavelength': '670',\n",
       "   'cloudcover': None,\n",
       "   'capture_time': '2019-08-18T05:09:14.064000',\n",
       "   'published_time': None,\n",
       "   'links': {'bundle_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050914064_V670/D2_SMI_2019-08-18T050914064_V670.zip',\n",
       "    'thumbnail_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050914064_V670/D2_SMI_2019-08-18T050914064_V670-thumb.png'},\n",
       "   'image_quality': None,\n",
       "   'bands': {'L1A': 'D2_SMI_2019-08-18T050914064_V670_L1A.tif',\n",
       "    'L1B': 'D2_SMI_2019-08-18T050914064_V670_L1B.tif',\n",
       "    'L1C': 'D2_SMI_2019-08-18T050914064_V670_L1C.tif'},\n",
       "   'day_or_night': '',\n",
       "   'sun_elevation': '',\n",
       "   'sun_azimuth': '',\n",
       "   'products': {'L1A': 'D2_SMI_2019-08-18T050914064_V670_L1A.tif',\n",
       "    'L1B': 'D2_SMI_2019-08-18T050914064_V670_L1B.tif',\n",
       "    'L1C': 'D2_SMI_2019-08-18T050914064_V670_L1C.tif'},\n",
       "   'satellite_color': None,\n",
       "   'payload_color': None,\n",
       "   'mission_id': None,\n",
       "   'mission_name': None,\n",
       "   'mission_start_time': None},\n",
       "  {'scene_id': 'D2_SMI_2019-08-18T050913064_V620',\n",
       "   'scene_center': {'type': 'Point',\n",
       "    'coordinates': [122.36966277166688, 13.09895205832185]},\n",
       "   'scene_footprint': {'type': 'Polygon',\n",
       "    'coordinates': [[[122.772151, 13.322512],\n",
       "      [122.704036, 12.782714],\n",
       "      [121.967175, 12.875392],\n",
       "      [122.035289, 13.41519],\n",
       "      [122.772151, 13.322512]]]},\n",
       "   'satellite_name': 'diwata-2',\n",
       "   'payload': 'smi',\n",
       "   'wavelength': '620',\n",
       "   'cloudcover': None,\n",
       "   'capture_time': '2019-08-18T05:09:13.064000',\n",
       "   'published_time': None,\n",
       "   'links': {'bundle_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050913064_V620/D2_SMI_2019-08-18T050913064_V620.zip',\n",
       "    'thumbnail_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050913064_V620/D2_SMI_2019-08-18T050913064_V620-thumb.png'},\n",
       "   'image_quality': None,\n",
       "   'bands': {'L1A': 'D2_SMI_2019-08-18T050913064_V620_L1A.tif',\n",
       "    'L1B': 'D2_SMI_2019-08-18T050913064_V620_L1B.tif',\n",
       "    'L1C': 'D2_SMI_2019-08-18T050913064_V620_L1C.tif'},\n",
       "   'day_or_night': '',\n",
       "   'sun_elevation': '',\n",
       "   'sun_azimuth': '',\n",
       "   'products': {'L1A': 'D2_SMI_2019-08-18T050913064_V620_L1A.tif',\n",
       "    'L1B': 'D2_SMI_2019-08-18T050913064_V620_L1B.tif',\n",
       "    'L1C': 'D2_SMI_2019-08-18T050913064_V620_L1C.tif'},\n",
       "   'satellite_color': None,\n",
       "   'payload_color': None,\n",
       "   'mission_id': None,\n",
       "   'mission_name': None,\n",
       "   'mission_start_time': None},\n",
       "  {'scene_id': 'D2_SMI_2019-08-18T050912064_V550',\n",
       "   'scene_center': {'type': 'Point',\n",
       "    'coordinates': [122.38307549999999, 13.159821999999998]},\n",
       "   'scene_footprint': {'type': 'Polygon',\n",
       "    'coordinates': [[[122.785394, 13.382664],\n",
       "      [122.717372, 12.843701],\n",
       "      [121.980757, 12.93698],\n",
       "      [122.048779, 13.475943],\n",
       "      [122.785394, 13.382664]]]},\n",
       "   'satellite_name': 'diwata-2',\n",
       "   'payload': 'smi',\n",
       "   'wavelength': '550',\n",
       "   'cloudcover': None,\n",
       "   'capture_time': '2019-08-18T05:09:12.064000',\n",
       "   'published_time': None,\n",
       "   'links': {'bundle_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050912064_V550/D2_SMI_2019-08-18T050912064_V550.zip',\n",
       "    'thumbnail_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050912064_V550/D2_SMI_2019-08-18T050912064_V550-thumb.png'},\n",
       "   'image_quality': None,\n",
       "   'bands': {'L1A': 'D2_SMI_2019-08-18T050912064_V550_L1A.tif',\n",
       "    'L1B': 'D2_SMI_2019-08-18T050912064_V550_L1B.tif',\n",
       "    'L1C': 'D2_SMI_2019-08-18T050912064_V550_L1C.tif'},\n",
       "   'day_or_night': '',\n",
       "   'sun_elevation': '',\n",
       "   'sun_azimuth': '',\n",
       "   'products': {'L1A': 'D2_SMI_2019-08-18T050912064_V550_L1A.tif',\n",
       "    'L1B': 'D2_SMI_2019-08-18T050912064_V550_L1B.tif',\n",
       "    'L1C': 'D2_SMI_2019-08-18T050912064_V550_L1C.tif'},\n",
       "   'satellite_color': None,\n",
       "   'payload_color': None,\n",
       "   'mission_id': None,\n",
       "   'mission_name': None,\n",
       "   'mission_start_time': None},\n",
       "  {'scene_id': 'D2_SMI_2019-08-18T050911064_V490',\n",
       "   'scene_center': {'type': 'Point',\n",
       "    'coordinates': [122.39639972846638, 13.221854441557625]},\n",
       "   'scene_footprint': {'type': 'Polygon',\n",
       "    'coordinates': [[[122.798383, 13.44588],\n",
       "      [122.730189, 12.906199],\n",
       "      [121.994416, 12.997829],\n",
       "      [122.062611, 13.53751],\n",
       "      [122.798383, 13.44588]]]},\n",
       "   'satellite_name': 'diwata-2',\n",
       "   'payload': 'smi',\n",
       "   'wavelength': '490',\n",
       "   'cloudcover': None,\n",
       "   'capture_time': '2019-08-18T05:09:11.064000',\n",
       "   'published_time': None,\n",
       "   'links': {'bundle_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050911064_V490/D2_SMI_2019-08-18T050911064_V490.zip',\n",
       "    'thumbnail_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050911064_V490/D2_SMI_2019-08-18T050911064_V490-thumb.png'},\n",
       "   'image_quality': None,\n",
       "   'bands': {'L1A': 'D2_SMI_2019-08-18T050911064_V490_L1A.tif',\n",
       "    'L1B': 'D2_SMI_2019-08-18T050911064_V490_L1B.tif',\n",
       "    'L1C': 'D2_SMI_2019-08-18T050911064_V490_L1C.tif'},\n",
       "   'day_or_night': '',\n",
       "   'sun_elevation': '',\n",
       "   'sun_azimuth': '',\n",
       "   'products': {'L1A': 'D2_SMI_2019-08-18T050911064_V490_L1A.tif',\n",
       "    'L1B': 'D2_SMI_2019-08-18T050911064_V490_L1B.tif',\n",
       "    'L1C': 'D2_SMI_2019-08-18T050911064_V490_L1C.tif'},\n",
       "   'satellite_color': None,\n",
       "   'payload_color': None,\n",
       "   'mission_id': None,\n",
       "   'mission_name': None,\n",
       "   'mission_start_time': None},\n",
       "  {'scene_id': 'D2_SMI_2019-08-18T050909064_V670',\n",
       "   'scene_center': {'type': 'Point',\n",
       "    'coordinates': [122.42394899999998, 13.349630000000001]},\n",
       "   'scene_footprint': {'type': 'Polygon',\n",
       "    'coordinates': [[[122.826322, 13.573081],\n",
       "      [122.757846, 13.03441],\n",
       "      [122.021576, 13.126179],\n",
       "      [122.090052, 13.66485],\n",
       "      [122.826322, 13.573081]]]},\n",
       "   'satellite_name': 'diwata-2',\n",
       "   'payload': 'smi',\n",
       "   'wavelength': '670',\n",
       "   'cloudcover': None,\n",
       "   'capture_time': '2019-08-18T05:09:09.064000',\n",
       "   'published_time': None,\n",
       "   'links': {'bundle_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050909064_V670/D2_SMI_2019-08-18T050909064_V670.zip',\n",
       "    'thumbnail_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050909064_V670/D2_SMI_2019-08-18T050909064_V670-thumb.png'},\n",
       "   'image_quality': None,\n",
       "   'bands': {'L1A': 'D2_SMI_2019-08-18T050909064_V670_L1A.tif',\n",
       "    'L1B': 'D2_SMI_2019-08-18T050909064_V670_L1B.tif',\n",
       "    'L1C': 'D2_SMI_2019-08-18T050909064_V670_L1C.tif'},\n",
       "   'day_or_night': '',\n",
       "   'sun_elevation': '',\n",
       "   'sun_azimuth': '',\n",
       "   'products': {'L1A': 'D2_SMI_2019-08-18T050909064_V670_L1A.tif',\n",
       "    'L1B': 'D2_SMI_2019-08-18T050909064_V670_L1B.tif',\n",
       "    'L1C': 'D2_SMI_2019-08-18T050909064_V670_L1C.tif'},\n",
       "   'satellite_color': None,\n",
       "   'payload_color': None,\n",
       "   'mission_id': None,\n",
       "   'mission_name': None,\n",
       "   'mission_start_time': None},\n",
       "  {'scene_id': 'D2_SMI_2019-08-18T050908064_V620',\n",
       "   'scene_center': {'type': 'Point',\n",
       "    'coordinates': [122.43779561138524, 13.413626728405474]},\n",
       "   'scene_footprint': {'type': 'Polygon',\n",
       "    'coordinates': [[[122.840607, 13.636898],\n",
       "      [122.771861, 13.098928],\n",
       "      [122.034984, 13.190356],\n",
       "      [122.10373, 13.728325],\n",
       "      [122.840607, 13.636898]]]},\n",
       "   'satellite_name': 'diwata-2',\n",
       "   'payload': 'smi',\n",
       "   'wavelength': '620',\n",
       "   'cloudcover': None,\n",
       "   'capture_time': '2019-08-18T05:09:08.064000',\n",
       "   'published_time': None,\n",
       "   'links': {'bundle_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050908064_V620/D2_SMI_2019-08-18T050908064_V620.zip',\n",
       "    'thumbnail_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050908064_V620/D2_SMI_2019-08-18T050908064_V620-thumb.png'},\n",
       "   'image_quality': None,\n",
       "   'bands': {'L1A': 'D2_SMI_2019-08-18T050908064_V620_L1A.tif',\n",
       "    'L1B': 'D2_SMI_2019-08-18T050908064_V620_L1B.tif',\n",
       "    'L1C': 'D2_SMI_2019-08-18T050908064_V620_L1C.tif'},\n",
       "   'day_or_night': '',\n",
       "   'sun_elevation': '',\n",
       "   'sun_azimuth': '',\n",
       "   'products': {'L1A': 'D2_SMI_2019-08-18T050908064_V620_L1A.tif',\n",
       "    'L1B': 'D2_SMI_2019-08-18T050908064_V620_L1B.tif',\n",
       "    'L1C': 'D2_SMI_2019-08-18T050908064_V620_L1C.tif'},\n",
       "   'satellite_color': None,\n",
       "   'payload_color': None,\n",
       "   'mission_id': None,\n",
       "   'mission_name': None,\n",
       "   'mission_start_time': None}],\n",
       " 'meta': {'total_count': 1891,\n",
       "  'total_pages': 189.1,\n",
       "  'page': 1,\n",
       "  'page_size': 10},\n",
       " 'links': {'histogram': 'https://api.data.phl-microsat.upd.edu.ph/scenes/histogram?',\n",
       "  'self': 'https://api.data.phl-microsat.upd.edu.ph/scenes?page=1&limit=10',\n",
       "  'first': 'https://api.data.phl-microsat.upd.edu.ph/scenes?page=1&limit=10',\n",
       "  'prev': 'https://api.data.phl-microsat.upd.edu.ph/scenes?page=1&limit=10',\n",
       "  'next': 'https://api.data.phl-microsat.upd.edu.ph/scenes?page=2&limit=10',\n",
       "  'last': 'https://api.data.phl-microsat.upd.edu.ph/scenes?page=189.1&limit=10'}}"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import requests\n",
    "r = requests.get('https://api.data.phl-microsat.upd.edu.ph/scenes')\n",
    "r.json()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Inspect Results\n",
    "\n",
    "The response returns a JSON file with two parts, the data and the meta. Let's look at the data part."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'scene_id': 'D2_SMI_2019-09-18T050055018_N740',\n",
       "  'scene_center': {'type': 'Point',\n",
       "   'coordinates': [124.11433822065693, 7.702644942911951]},\n",
       "  'scene_footprint': {'type': 'Polygon',\n",
       "   'coordinates': [[[124.525247, 7.910834],\n",
       "     [124.430082, 7.368785],\n",
       "     [123.703429, 7.494456],\n",
       "     [123.798595, 8.036505],\n",
       "     [124.525247, 7.910834]]]},\n",
       "  'satellite_name': 'diwata-2',\n",
       "  'payload': 'smi',\n",
       "  'wavelength': '740',\n",
       "  'cloudcover': None,\n",
       "  'capture_time': '2019-09-18T05:00:55.018000',\n",
       "  'published_time': None,\n",
       "  'links': {'bundle_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-09-18T050055018_N740/D2_SMI_2019-09-18T050055018_N740.zip',\n",
       "   'thumbnail_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-09-18T050055018_N740/D2_SMI_2019-09-18T050055018_N740-thumb.png'},\n",
       "  'image_quality': None,\n",
       "  'bands': {'L1A': 'D2_SMI_2019-09-18T050055018_N740_L1A.tif',\n",
       "   'L1B': 'D2_SMI_2019-09-18T050055018_N740_L1B.tif',\n",
       "   'L1C': 'D2_SMI_2019-09-18T050055018_N740_L1C.tif'},\n",
       "  'day_or_night': '',\n",
       "  'sun_elevation': '',\n",
       "  'sun_azimuth': '',\n",
       "  'products': {'L1A': 'D2_SMI_2019-09-18T050055018_N740_L1A.tif',\n",
       "   'L1B': 'D2_SMI_2019-09-18T050055018_N740_L1B.tif',\n",
       "   'L1C': 'D2_SMI_2019-09-18T050055018_N740_L1C.tif'},\n",
       "  'satellite_color': None,\n",
       "  'payload_color': None,\n",
       "  'mission_id': None,\n",
       "  'mission_name': None,\n",
       "  'mission_start_time': None},\n",
       " {'scene_id': 'D2_SMI_2019-09-18T050051018_N740',\n",
       "  'scene_center': {'type': 'Point',\n",
       "   'coordinates': [124.16014438569974, 7.945536777869984]},\n",
       "  'scene_footprint': {'type': 'Polygon',\n",
       "   'coordinates': [[[124.570512, 8.153881],\n",
       "     [124.475744, 7.611272],\n",
       "     [123.749777, 7.737193],\n",
       "     [123.844544, 8.279801],\n",
       "     [124.570512, 8.153881]]]},\n",
       "  'satellite_name': 'diwata-2',\n",
       "  'payload': 'smi',\n",
       "  'wavelength': '740',\n",
       "  'cloudcover': None,\n",
       "  'capture_time': '2019-09-18T05:00:51.018000',\n",
       "  'published_time': None,\n",
       "  'links': {'bundle_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-09-18T050051018_N740/D2_SMI_2019-09-18T050051018_N740.zip',\n",
       "   'thumbnail_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-09-18T050051018_N740/D2_SMI_2019-09-18T050051018_N740-thumb.png'},\n",
       "  'image_quality': None,\n",
       "  'bands': {'L1A': 'D2_SMI_2019-09-18T050051018_N740_L1A.tif',\n",
       "   'L1B': 'D2_SMI_2019-09-18T050051018_N740_L1B.tif',\n",
       "   'L1C': 'D2_SMI_2019-09-18T050051018_N740_L1C.tif'},\n",
       "  'day_or_night': '',\n",
       "  'sun_elevation': '',\n",
       "  'sun_azimuth': '',\n",
       "  'products': {'L1A': 'D2_SMI_2019-09-18T050051018_N740_L1A.tif',\n",
       "   'L1B': 'D2_SMI_2019-09-18T050051018_N740_L1B.tif',\n",
       "   'L1C': 'D2_SMI_2019-09-18T050051018_N740_L1C.tif'},\n",
       "  'satellite_color': None,\n",
       "  'payload_color': None,\n",
       "  'mission_id': None,\n",
       "  'mission_name': None,\n",
       "  'mission_start_time': None},\n",
       " {'scene_id': 'D2_SMI_2019-09-18T050047018_N740',\n",
       "  'scene_center': {'type': 'Point',\n",
       "   'coordinates': [124.20539500000001, 8.190049]},\n",
       "  'scene_footprint': {'type': 'Polygon',\n",
       "   'coordinates': [[[124.61514, 8.399938],\n",
       "     [124.521735, 7.855051],\n",
       "     [123.79565, 7.98016],\n",
       "     [123.889055, 8.525047],\n",
       "     [124.61514, 8.399938]]]},\n",
       "  'satellite_name': 'diwata-2',\n",
       "  'payload': 'smi',\n",
       "  'wavelength': '740',\n",
       "  'cloudcover': None,\n",
       "  'capture_time': '2019-09-18T05:00:47.018000',\n",
       "  'published_time': None,\n",
       "  'links': {'bundle_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-09-18T050047018_N740/D2_SMI_2019-09-18T050047018_N740.zip',\n",
       "   'thumbnail_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-09-18T050047018_N740/D2_SMI_2019-09-18T050047018_N740-thumb.png'},\n",
       "  'image_quality': None,\n",
       "  'bands': {'L1A': 'D2_SMI_2019-09-18T050047018_N740_L1A.tif',\n",
       "   'L1B': 'D2_SMI_2019-09-18T050047018_N740_L1B.tif',\n",
       "   'L1C': 'D2_SMI_2019-09-18T050047018_N740_L1C.tif'},\n",
       "  'day_or_night': '',\n",
       "  'sun_elevation': '',\n",
       "  'sun_azimuth': '',\n",
       "  'products': {'L1A': 'D2_SMI_2019-09-18T050047018_N740_L1A.tif',\n",
       "   'L1B': 'D2_SMI_2019-09-18T050047018_N740_L1B.tif',\n",
       "   'L1C': 'D2_SMI_2019-09-18T050047018_N740_L1C.tif'},\n",
       "  'satellite_color': None,\n",
       "  'payload_color': None,\n",
       "  'mission_id': None,\n",
       "  'mission_name': None,\n",
       "  'mission_start_time': None},\n",
       " {'scene_id': 'D2_SMI_2019-08-18T050915063_V708',\n",
       "  'scene_center': {'type': 'Point',\n",
       "   'coordinates': [122.34281433700062, 12.977700168706049]},\n",
       "  'scene_footprint': {'type': 'Polygon',\n",
       "   'coordinates': [[[122.744954, 13.201331],\n",
       "     [122.675727, 12.655941],\n",
       "     [121.940674, 12.75407],\n",
       "     [122.009902, 13.299459],\n",
       "     [122.744954, 13.201331]]]},\n",
       "  'satellite_name': 'diwata-2',\n",
       "  'payload': 'smi',\n",
       "  'wavelength': '708',\n",
       "  'cloudcover': None,\n",
       "  'capture_time': '2019-08-18T05:09:15.063000',\n",
       "  'published_time': None,\n",
       "  'links': {'bundle_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050915063_V708/D2_SMI_2019-08-18T050915063_V708.zip',\n",
       "   'thumbnail_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050915063_V708/D2_SMI_2019-08-18T050915063_V708-thumb.png'},\n",
       "  'image_quality': None,\n",
       "  'bands': {'L1A': 'D2_SMI_2019-08-18T050915063_V708_L1A.tif',\n",
       "   'L1B': 'D2_SMI_2019-08-18T050915063_V708_L1B.tif',\n",
       "   'L1C': 'D2_SMI_2019-08-18T050915063_V708_L1C.tif'},\n",
       "  'day_or_night': '',\n",
       "  'sun_elevation': '',\n",
       "  'sun_azimuth': '',\n",
       "  'products': {'L1A': 'D2_SMI_2019-08-18T050915063_V708_L1A.tif',\n",
       "   'L1B': 'D2_SMI_2019-08-18T050915063_V708_L1B.tif',\n",
       "   'L1C': 'D2_SMI_2019-08-18T050915063_V708_L1C.tif'},\n",
       "  'satellite_color': None,\n",
       "  'payload_color': None,\n",
       "  'mission_id': None,\n",
       "  'mission_name': None,\n",
       "  'mission_start_time': None},\n",
       " {'scene_id': 'D2_SMI_2019-08-18T050914064_V670',\n",
       "  'scene_center': {'type': 'Point',\n",
       "   'coordinates': [122.35627427173479, 13.038316058404728]},\n",
       "  'scene_footprint': {'type': 'Polygon',\n",
       "   'coordinates': [[[122.75832, 13.261803],\n",
       "     [122.690726, 12.721205],\n",
       "     [121.954229, 12.814829],\n",
       "     [122.021822, 13.355427],\n",
       "     [122.75832, 13.261803]]]},\n",
       "  'satellite_name': 'diwata-2',\n",
       "  'payload': 'smi',\n",
       "  'wavelength': '670',\n",
       "  'cloudcover': None,\n",
       "  'capture_time': '2019-08-18T05:09:14.064000',\n",
       "  'published_time': None,\n",
       "  'links': {'bundle_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050914064_V670/D2_SMI_2019-08-18T050914064_V670.zip',\n",
       "   'thumbnail_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050914064_V670/D2_SMI_2019-08-18T050914064_V670-thumb.png'},\n",
       "  'image_quality': None,\n",
       "  'bands': {'L1A': 'D2_SMI_2019-08-18T050914064_V670_L1A.tif',\n",
       "   'L1B': 'D2_SMI_2019-08-18T050914064_V670_L1B.tif',\n",
       "   'L1C': 'D2_SMI_2019-08-18T050914064_V670_L1C.tif'},\n",
       "  'day_or_night': '',\n",
       "  'sun_elevation': '',\n",
       "  'sun_azimuth': '',\n",
       "  'products': {'L1A': 'D2_SMI_2019-08-18T050914064_V670_L1A.tif',\n",
       "   'L1B': 'D2_SMI_2019-08-18T050914064_V670_L1B.tif',\n",
       "   'L1C': 'D2_SMI_2019-08-18T050914064_V670_L1C.tif'},\n",
       "  'satellite_color': None,\n",
       "  'payload_color': None,\n",
       "  'mission_id': None,\n",
       "  'mission_name': None,\n",
       "  'mission_start_time': None},\n",
       " {'scene_id': 'D2_SMI_2019-08-18T050913064_V620',\n",
       "  'scene_center': {'type': 'Point',\n",
       "   'coordinates': [122.36966277166688, 13.09895205832185]},\n",
       "  'scene_footprint': {'type': 'Polygon',\n",
       "   'coordinates': [[[122.772151, 13.322512],\n",
       "     [122.704036, 12.782714],\n",
       "     [121.967175, 12.875392],\n",
       "     [122.035289, 13.41519],\n",
       "     [122.772151, 13.322512]]]},\n",
       "  'satellite_name': 'diwata-2',\n",
       "  'payload': 'smi',\n",
       "  'wavelength': '620',\n",
       "  'cloudcover': None,\n",
       "  'capture_time': '2019-08-18T05:09:13.064000',\n",
       "  'published_time': None,\n",
       "  'links': {'bundle_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050913064_V620/D2_SMI_2019-08-18T050913064_V620.zip',\n",
       "   'thumbnail_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050913064_V620/D2_SMI_2019-08-18T050913064_V620-thumb.png'},\n",
       "  'image_quality': None,\n",
       "  'bands': {'L1A': 'D2_SMI_2019-08-18T050913064_V620_L1A.tif',\n",
       "   'L1B': 'D2_SMI_2019-08-18T050913064_V620_L1B.tif',\n",
       "   'L1C': 'D2_SMI_2019-08-18T050913064_V620_L1C.tif'},\n",
       "  'day_or_night': '',\n",
       "  'sun_elevation': '',\n",
       "  'sun_azimuth': '',\n",
       "  'products': {'L1A': 'D2_SMI_2019-08-18T050913064_V620_L1A.tif',\n",
       "   'L1B': 'D2_SMI_2019-08-18T050913064_V620_L1B.tif',\n",
       "   'L1C': 'D2_SMI_2019-08-18T050913064_V620_L1C.tif'},\n",
       "  'satellite_color': None,\n",
       "  'payload_color': None,\n",
       "  'mission_id': None,\n",
       "  'mission_name': None,\n",
       "  'mission_start_time': None},\n",
       " {'scene_id': 'D2_SMI_2019-08-18T050912064_V550',\n",
       "  'scene_center': {'type': 'Point',\n",
       "   'coordinates': [122.38307549999999, 13.159821999999998]},\n",
       "  'scene_footprint': {'type': 'Polygon',\n",
       "   'coordinates': [[[122.785394, 13.382664],\n",
       "     [122.717372, 12.843701],\n",
       "     [121.980757, 12.93698],\n",
       "     [122.048779, 13.475943],\n",
       "     [122.785394, 13.382664]]]},\n",
       "  'satellite_name': 'diwata-2',\n",
       "  'payload': 'smi',\n",
       "  'wavelength': '550',\n",
       "  'cloudcover': None,\n",
       "  'capture_time': '2019-08-18T05:09:12.064000',\n",
       "  'published_time': None,\n",
       "  'links': {'bundle_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050912064_V550/D2_SMI_2019-08-18T050912064_V550.zip',\n",
       "   'thumbnail_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050912064_V550/D2_SMI_2019-08-18T050912064_V550-thumb.png'},\n",
       "  'image_quality': None,\n",
       "  'bands': {'L1A': 'D2_SMI_2019-08-18T050912064_V550_L1A.tif',\n",
       "   'L1B': 'D2_SMI_2019-08-18T050912064_V550_L1B.tif',\n",
       "   'L1C': 'D2_SMI_2019-08-18T050912064_V550_L1C.tif'},\n",
       "  'day_or_night': '',\n",
       "  'sun_elevation': '',\n",
       "  'sun_azimuth': '',\n",
       "  'products': {'L1A': 'D2_SMI_2019-08-18T050912064_V550_L1A.tif',\n",
       "   'L1B': 'D2_SMI_2019-08-18T050912064_V550_L1B.tif',\n",
       "   'L1C': 'D2_SMI_2019-08-18T050912064_V550_L1C.tif'},\n",
       "  'satellite_color': None,\n",
       "  'payload_color': None,\n",
       "  'mission_id': None,\n",
       "  'mission_name': None,\n",
       "  'mission_start_time': None},\n",
       " {'scene_id': 'D2_SMI_2019-08-18T050911064_V490',\n",
       "  'scene_center': {'type': 'Point',\n",
       "   'coordinates': [122.39639972846638, 13.221854441557625]},\n",
       "  'scene_footprint': {'type': 'Polygon',\n",
       "   'coordinates': [[[122.798383, 13.44588],\n",
       "     [122.730189, 12.906199],\n",
       "     [121.994416, 12.997829],\n",
       "     [122.062611, 13.53751],\n",
       "     [122.798383, 13.44588]]]},\n",
       "  'satellite_name': 'diwata-2',\n",
       "  'payload': 'smi',\n",
       "  'wavelength': '490',\n",
       "  'cloudcover': None,\n",
       "  'capture_time': '2019-08-18T05:09:11.064000',\n",
       "  'published_time': None,\n",
       "  'links': {'bundle_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050911064_V490/D2_SMI_2019-08-18T050911064_V490.zip',\n",
       "   'thumbnail_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050911064_V490/D2_SMI_2019-08-18T050911064_V490-thumb.png'},\n",
       "  'image_quality': None,\n",
       "  'bands': {'L1A': 'D2_SMI_2019-08-18T050911064_V490_L1A.tif',\n",
       "   'L1B': 'D2_SMI_2019-08-18T050911064_V490_L1B.tif',\n",
       "   'L1C': 'D2_SMI_2019-08-18T050911064_V490_L1C.tif'},\n",
       "  'day_or_night': '',\n",
       "  'sun_elevation': '',\n",
       "  'sun_azimuth': '',\n",
       "  'products': {'L1A': 'D2_SMI_2019-08-18T050911064_V490_L1A.tif',\n",
       "   'L1B': 'D2_SMI_2019-08-18T050911064_V490_L1B.tif',\n",
       "   'L1C': 'D2_SMI_2019-08-18T050911064_V490_L1C.tif'},\n",
       "  'satellite_color': None,\n",
       "  'payload_color': None,\n",
       "  'mission_id': None,\n",
       "  'mission_name': None,\n",
       "  'mission_start_time': None},\n",
       " {'scene_id': 'D2_SMI_2019-08-18T050909064_V670',\n",
       "  'scene_center': {'type': 'Point',\n",
       "   'coordinates': [122.42394899999998, 13.349630000000001]},\n",
       "  'scene_footprint': {'type': 'Polygon',\n",
       "   'coordinates': [[[122.826322, 13.573081],\n",
       "     [122.757846, 13.03441],\n",
       "     [122.021576, 13.126179],\n",
       "     [122.090052, 13.66485],\n",
       "     [122.826322, 13.573081]]]},\n",
       "  'satellite_name': 'diwata-2',\n",
       "  'payload': 'smi',\n",
       "  'wavelength': '670',\n",
       "  'cloudcover': None,\n",
       "  'capture_time': '2019-08-18T05:09:09.064000',\n",
       "  'published_time': None,\n",
       "  'links': {'bundle_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050909064_V670/D2_SMI_2019-08-18T050909064_V670.zip',\n",
       "   'thumbnail_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050909064_V670/D2_SMI_2019-08-18T050909064_V670-thumb.png'},\n",
       "  'image_quality': None,\n",
       "  'bands': {'L1A': 'D2_SMI_2019-08-18T050909064_V670_L1A.tif',\n",
       "   'L1B': 'D2_SMI_2019-08-18T050909064_V670_L1B.tif',\n",
       "   'L1C': 'D2_SMI_2019-08-18T050909064_V670_L1C.tif'},\n",
       "  'day_or_night': '',\n",
       "  'sun_elevation': '',\n",
       "  'sun_azimuth': '',\n",
       "  'products': {'L1A': 'D2_SMI_2019-08-18T050909064_V670_L1A.tif',\n",
       "   'L1B': 'D2_SMI_2019-08-18T050909064_V670_L1B.tif',\n",
       "   'L1C': 'D2_SMI_2019-08-18T050909064_V670_L1C.tif'},\n",
       "  'satellite_color': None,\n",
       "  'payload_color': None,\n",
       "  'mission_id': None,\n",
       "  'mission_name': None,\n",
       "  'mission_start_time': None},\n",
       " {'scene_id': 'D2_SMI_2019-08-18T050908064_V620',\n",
       "  'scene_center': {'type': 'Point',\n",
       "   'coordinates': [122.43779561138524, 13.413626728405474]},\n",
       "  'scene_footprint': {'type': 'Polygon',\n",
       "   'coordinates': [[[122.840607, 13.636898],\n",
       "     [122.771861, 13.098928],\n",
       "     [122.034984, 13.190356],\n",
       "     [122.10373, 13.728325],\n",
       "     [122.840607, 13.636898]]]},\n",
       "  'satellite_name': 'diwata-2',\n",
       "  'payload': 'smi',\n",
       "  'wavelength': '620',\n",
       "  'cloudcover': None,\n",
       "  'capture_time': '2019-08-18T05:09:08.064000',\n",
       "  'published_time': None,\n",
       "  'links': {'bundle_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050908064_V620/D2_SMI_2019-08-18T050908064_V620.zip',\n",
       "   'thumbnail_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-08-18T050908064_V620/D2_SMI_2019-08-18T050908064_V620-thumb.png'},\n",
       "  'image_quality': None,\n",
       "  'bands': {'L1A': 'D2_SMI_2019-08-18T050908064_V620_L1A.tif',\n",
       "   'L1B': 'D2_SMI_2019-08-18T050908064_V620_L1B.tif',\n",
       "   'L1C': 'D2_SMI_2019-08-18T050908064_V620_L1C.tif'},\n",
       "  'day_or_night': '',\n",
       "  'sun_elevation': '',\n",
       "  'sun_azimuth': '',\n",
       "  'products': {'L1A': 'D2_SMI_2019-08-18T050908064_V620_L1A.tif',\n",
       "   'L1B': 'D2_SMI_2019-08-18T050908064_V620_L1B.tif',\n",
       "   'L1C': 'D2_SMI_2019-08-18T050908064_V620_L1C.tif'},\n",
       "  'satellite_color': None,\n",
       "  'payload_color': None,\n",
       "  'mission_id': None,\n",
       "  'mission_name': None,\n",
       "  'mission_start_time': None}]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = r.json()['data']\n",
    "data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Row Contents\n",
    "\n",
    "The data returns a list of dictionaries, each with information about a specific image. Each dictionary has the following information\n",
    "\n",
    "* scene_id\n",
    "* scene_center\n",
    "* scene_footprint\n",
    "* satellite_name\n",
    "* payload\n",
    "* cloudcover\n",
    "* capture_time\n",
    "* wavelength\n",
    "* published_time\n",
    "* links\n",
    "* image_quality\n",
    "* bands\n",
    "* day_or_night\n",
    "* products\n",
    "* satellite_color\n",
    "* payload_color\n",
    "* mission_id\n",
    "* mission_name\n",
    "* mission_start_time "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Inspect a Sample Image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'scene_id': 'D2_SMI_2019-09-18T050055018_N740',\n",
       " 'scene_center': {'type': 'Point',\n",
       "  'coordinates': [124.11433822065693, 7.702644942911951]},\n",
       " 'scene_footprint': {'type': 'Polygon',\n",
       "  'coordinates': [[[124.525247, 7.910834],\n",
       "    [124.430082, 7.368785],\n",
       "    [123.703429, 7.494456],\n",
       "    [123.798595, 8.036505],\n",
       "    [124.525247, 7.910834]]]},\n",
       " 'satellite_name': 'diwata-2',\n",
       " 'payload': 'smi',\n",
       " 'wavelength': '740',\n",
       " 'cloudcover': None,\n",
       " 'capture_time': '2019-09-18T05:00:55.018000',\n",
       " 'published_time': None,\n",
       " 'links': {'bundle_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-09-18T050055018_N740/D2_SMI_2019-09-18T050055018_N740.zip',\n",
       "  'thumbnail_url': 'https://storage.data.phl-microsat.upd.edu.ph/images/D2_SMI_2019-09-18T050055018_N740/D2_SMI_2019-09-18T050055018_N740-thumb.png'},\n",
       " 'image_quality': None,\n",
       " 'bands': {'L1A': 'D2_SMI_2019-09-18T050055018_N740_L1A.tif',\n",
       "  'L1B': 'D2_SMI_2019-09-18T050055018_N740_L1B.tif',\n",
       "  'L1C': 'D2_SMI_2019-09-18T050055018_N740_L1C.tif'},\n",
       " 'day_or_night': '',\n",
       " 'sun_elevation': '',\n",
       " 'sun_azimuth': '',\n",
       " 'products': {'L1A': 'D2_SMI_2019-09-18T050055018_N740_L1A.tif',\n",
       "  'L1B': 'D2_SMI_2019-09-18T050055018_N740_L1B.tif',\n",
       "  'L1C': 'D2_SMI_2019-09-18T050055018_N740_L1C.tif'},\n",
       " 'satellite_color': None,\n",
       " 'payload_color': None,\n",
       " 'mission_id': None,\n",
       " 'mission_name': None,\n",
       " 'mission_start_time': None}"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sample = data[0]\n",
    "sample"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Setup Folium\n",
    "\n",
    "To visualize shapes, we'll be using **Folium**, a Python library for plotting maps using `Leaflet.js`. Here's an example of a map setup using Folium."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><iframe src=\"data:text/html;charset=utf-8;base64,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\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x24e7eb0bb38>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import folium\n",
    "\n",
    "COUNTRY_CENTER = [12.8797, 121.7740]\n",
    "m = folium.Map(location=COUNTRY_CENTER, zoom_start=6)\n",
    "m"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Geometries\n",
    "\n",
    "There are two geometry attributes included in each item: `scene_footprint` and `scene_center`"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Geometry: Scene Footprint\n",
    "\n",
    "This is the actual area covered by the image on the ground. It is represented as a GeoJSON polygon geometry."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'type': 'Polygon',\n",
       " 'coordinates': [[[124.525247, 7.910834],\n",
       "   [124.430082, 7.368785],\n",
       "   [123.703429, 7.494456],\n",
       "   [123.798595, 8.036505],\n",
       "   [124.525247, 7.910834]]]}"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "footprint = sample['scene_footprint']\n",
    "footprint"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's plot the scene footprint:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<folium.features.GeoJson at 0x24e7eb0bef0>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><iframe src=\"data:text/html;charset=utf-8;base64,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\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x24e7eb0bb38>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "folium.GeoJson(\n",
    "    footprint,\n",
    "    name='footprint'\n",
    ").add_to(m)\n",
    "m"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Geometry: Scene Center\n",
    "\n",
    "It's the centroid of the footprint on the ground. It is represented as a GeoJSON point."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'type': 'Point', 'coordinates': [124.11433822065693, 7.702644942911951]}"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scene_center = sample['scene_center']\n",
    "scene_center"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's plot the scene center:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<folium.features.GeoJson at 0x24e7ff721d0>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><iframe src=\"data:text/html;charset=utf-8;base64,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\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x24e7ff65710>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "m = folium.Map(location=COUNTRY_CENTER, zoom_start=5)\n",
    "\n",
    "folium.GeoJson(\n",
    "    scene_center,\n",
    "    name='scene_center'\n",
    ").add_to(m)\n",
    "\n",
    "m"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Filters\n",
    "\n",
    "The API also allows filtering of results. Feel play with some filters and map the results using Folium.\n",
    "\n",
    "#### Basic Filters\n",
    "| **Parameter**            | **Description**                                                                                           | **Example**                                           |\n",
    "|--------------------------|-----------------------------------------------------------------------------------------------------------|-------------------------------------------------------|\n",
    "| payload                  | Filter by payload. Sample payloads are: 'hpt', 'smi', 'mfc'. Multiple allowed.                            | `/scenes?payload=smi,hpt`                             |\n",
    "| satellite_name           | Filter by satellite name. Multiple allowed.                                                               | `/scenes?satellite_name=diwata-1,landsat8`             |\n",
    "| since                    | Return scenes captured on or after specified date (UTC)                                                   | `/scenes?since=2016-01-01T00:00:00Z`                  |      \n",
    "| until                    | Return scenes captured on or before specified date (UTC)                                                  | `/scenes?until=2016-01-01T00:00:00Z`                  |\n",
    "\n",
    "#### Geographical Filters\n",
    "| **Parameter**            | **Description**                                                                                           | **Example**                                           |\n",
    "|--------------------------|-----------------------------------------------------------------------------------------------------------|-------------------------------------------------------|\n",
    "| geo_bounding_box         | Returns scenes that intersect with a bounding box                                                         | `/scenes?geo_bounding_box=118.30078,16.10915,128.6718,9.34067` |\n",
    "| geo_point                | Returns scenes that encloses a specified pinned point                                                     | `/scenes?geo_point=121.11328,15.05090`  |"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "---\n",
    "\n",
    "## GET /scenes/histogram <a class=\"anchor\" id=\"histogram\"></a>\n",
    "\n",
    "This endpoint returns the number of scenes per day/number of days. `bucket_size` indicates the number of days to group the results by."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'data': [{'date': '2016-11-10T00:00:00.000Z', 'count': 16},\n",
       "  {'date': '2016-11-17T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2016-11-24T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2016-12-01T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2016-12-08T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2016-12-15T00:00:00.000Z', 'count': 31},\n",
       "  {'date': '2016-12-22T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2016-12-29T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-01-05T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-01-12T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-01-19T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-01-26T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-02-02T00:00:00.000Z', 'count': 66},\n",
       "  {'date': '2017-02-09T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-02-16T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-02-23T00:00:00.000Z', 'count': 14},\n",
       "  {'date': '2017-03-02T00:00:00.000Z', 'count': 17},\n",
       "  {'date': '2017-03-09T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-03-16T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-03-23T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-03-30T00:00:00.000Z', 'count': 36},\n",
       "  {'date': '2017-04-06T00:00:00.000Z', 'count': 113},\n",
       "  {'date': '2017-04-13T00:00:00.000Z', 'count': 46},\n",
       "  {'date': '2017-04-20T00:00:00.000Z', 'count': 138},\n",
       "  {'date': '2017-04-27T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-05-04T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-05-11T00:00:00.000Z', 'count': 40},\n",
       "  {'date': '2017-05-18T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-05-25T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-06-01T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-06-08T00:00:00.000Z', 'count': 35},\n",
       "  {'date': '2017-06-15T00:00:00.000Z', 'count': 19},\n",
       "  {'date': '2017-06-22T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-06-29T00:00:00.000Z', 'count': 71},\n",
       "  {'date': '2017-07-06T00:00:00.000Z', 'count': 34},\n",
       "  {'date': '2017-07-13T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-07-20T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-07-27T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-08-03T00:00:00.000Z', 'count': 29},\n",
       "  {'date': '2017-08-10T00:00:00.000Z', 'count': 88},\n",
       "  {'date': '2017-08-17T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-08-24T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-08-31T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-09-07T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-09-14T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-09-21T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-09-28T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-10-05T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-10-12T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-10-19T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-10-26T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-11-02T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-11-09T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-11-16T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-11-23T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-11-30T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-12-07T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-12-14T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-12-21T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2017-12-28T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-01-04T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-01-11T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-01-18T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-01-25T00:00:00.000Z', 'count': 46},\n",
       "  {'date': '2018-02-01T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-02-08T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-02-15T00:00:00.000Z', 'count': 60},\n",
       "  {'date': '2018-02-22T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-03-01T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-03-08T00:00:00.000Z', 'count': 77},\n",
       "  {'date': '2018-03-15T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-03-22T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-03-29T00:00:00.000Z', 'count': 120},\n",
       "  {'date': '2018-04-05T00:00:00.000Z', 'count': 43},\n",
       "  {'date': '2018-04-12T00:00:00.000Z', 'count': 58},\n",
       "  {'date': '2018-04-19T00:00:00.000Z', 'count': 57},\n",
       "  {'date': '2018-04-26T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-05-03T00:00:00.000Z', 'count': 41},\n",
       "  {'date': '2018-05-10T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-05-17T00:00:00.000Z', 'count': 26},\n",
       "  {'date': '2018-05-24T00:00:00.000Z', 'count': 53},\n",
       "  {'date': '2018-05-31T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-06-07T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-06-14T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-06-21T00:00:00.000Z', 'count': 27},\n",
       "  {'date': '2018-06-28T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-07-05T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-07-12T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-07-19T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-07-26T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-08-02T00:00:00.000Z', 'count': 27},\n",
       "  {'date': '2018-08-09T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-08-16T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-08-23T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-08-30T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-09-06T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-09-13T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-09-20T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-09-27T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-10-04T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-10-11T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-10-18T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-10-25T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-11-01T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-11-08T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-11-15T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-11-22T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-11-29T00:00:00.000Z', 'count': 3},\n",
       "  {'date': '2018-12-06T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2018-12-13T00:00:00.000Z', 'count': 28},\n",
       "  {'date': '2018-12-20T00:00:00.000Z', 'count': 31},\n",
       "  {'date': '2018-12-27T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2019-01-03T00:00:00.000Z', 'count': 8},\n",
       "  {'date': '2019-01-10T00:00:00.000Z', 'count': 30},\n",
       "  {'date': '2019-01-17T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2019-01-24T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2019-01-31T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2019-02-07T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2019-02-14T00:00:00.000Z', 'count': 9},\n",
       "  {'date': '2019-02-21T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2019-02-28T00:00:00.000Z', 'count': 14},\n",
       "  {'date': '2019-03-07T00:00:00.000Z', 'count': 8},\n",
       "  {'date': '2019-03-14T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2019-03-21T00:00:00.000Z', 'count': 12},\n",
       "  {'date': '2019-03-28T00:00:00.000Z', 'count': 11},\n",
       "  {'date': '2019-04-04T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2019-04-11T00:00:00.000Z', 'count': 34},\n",
       "  {'date': '2019-04-18T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2019-04-25T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2019-05-02T00:00:00.000Z', 'count': 20},\n",
       "  {'date': '2019-05-09T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2019-05-16T00:00:00.000Z', 'count': 13},\n",
       "  {'date': '2019-05-23T00:00:00.000Z', 'count': 21},\n",
       "  {'date': '2019-05-30T00:00:00.000Z', 'count': 22},\n",
       "  {'date': '2019-06-06T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2019-06-13T00:00:00.000Z', 'count': 20},\n",
       "  {'date': '2019-06-20T00:00:00.000Z', 'count': 52},\n",
       "  {'date': '2019-06-27T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2019-07-04T00:00:00.000Z', 'count': 21},\n",
       "  {'date': '2019-07-11T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2019-07-18T00:00:00.000Z', 'count': 36},\n",
       "  {'date': '2019-07-25T00:00:00.000Z', 'count': 18},\n",
       "  {'date': '2019-08-01T00:00:00.000Z', 'count': 12},\n",
       "  {'date': '2019-08-08T00:00:00.000Z', 'count': 18},\n",
       "  {'date': '2019-08-15T00:00:00.000Z', 'count': 19},\n",
       "  {'date': '2019-08-22T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2019-08-29T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2019-09-05T00:00:00.000Z', 'count': 0},\n",
       "  {'date': '2019-09-12T00:00:00.000Z', 'count': 3}],\n",
       " 'meta': {'bucket_count': 149, 'bucket_size': 7.0},\n",
       " 'links': {'self': 'https://api.data.phl-microsat.upd.edu.ph/scenes/histogram?'}}"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import requests\n",
    "\n",
    "r = requests.get('https://api.data.phl-microsat.upd.edu.ph/scenes/histogram?bucket_size=7')\n",
    "r.json()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Filters for the GET /scenes endpoint also work here!"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "---\n",
    "\n",
    "## GET /scenes/geohash <a class=\"anchor\" id=\"geohash\"></a>\n",
    "\n",
    "This endpoint returns the number of scenes grouped by geohash."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'data': [{'key': 'wdw',\n",
       "   'count': 231,\n",
       "   'bbox': [[14.0625, 120.9375], [15.46875, 122.34375]]},\n",
       "  {'key': 'wdr',\n",
       "   'count': 145,\n",
       "   'bbox': [[12.65625, 122.34375], [14.0625, 123.75]]},\n",
       "  {'key': 'wdq',\n",
       "   'count': 127,\n",
       "   'bbox': [[12.65625, 120.9375], [14.0625, 122.34375]]},\n",
       "  {'key': 'wf0',\n",
       "   'count': 125,\n",
       "   'bbox': [[11.25, 123.75], [12.65625, 125.15625]]},\n",
       "  {'key': 'wdm',\n",
       "   'count': 96,\n",
       "   'bbox': [[12.65625, 119.53125], [14.0625, 120.9375]]},\n",
       "  {'key': 'wdv',\n",
       "   'count': 85,\n",
       "   'bbox': [[15.46875, 119.53125], [16.875, 120.9375]]},\n",
       "  {'key': 'wdp',\n",
       "   'count': 84,\n",
       "   'bbox': [[11.25, 122.34375], [12.65625, 123.75]]},\n",
       "  {'key': 'wc1',\n",
       "   'count': 77,\n",
       "   'bbox': [[5.625, 125.15625], [7.03125, 126.5625]]},\n",
       "  {'key': 'weq',\n",
       "   'count': 71,\n",
       "   'bbox': [[18.28125, 120.9375], [19.6875, 122.34375]]},\n",
       "  {'key': 'wdt',\n",
       "   'count': 69,\n",
       "   'bbox': [[14.0625, 119.53125], [15.46875, 120.9375]]},\n",
       "  {'key': 'wf2',\n",
       "   'count': 64,\n",
       "   'bbox': [[12.65625, 123.75], [14.0625, 125.15625]]},\n",
       "  {'key': 'wc3',\n",
       "   'count': 57,\n",
       "   'bbox': [[7.03125, 125.15625], [8.4375, 126.5625]]},\n",
       "  {'key': 'wen',\n",
       "   'count': 49,\n",
       "   'bbox': [[16.875, 120.9375], [18.28125, 122.34375]]},\n",
       "  {'key': 'wc2',\n",
       "   'count': 46,\n",
       "   'bbox': [[7.03125, 123.75], [8.4375, 125.15625]]},\n",
       "  {'key': 'wcb', 'count': 45, 'bbox': [[9.84375, 123.75], [11.25, 125.15625]]},\n",
       "  {'key': 'w9n',\n",
       "   'count': 45,\n",
       "   'bbox': [[5.625, 120.9375], [7.03125, 122.34375]]},\n",
       "  {'key': 'w9z', 'count': 44, 'bbox': [[9.84375, 122.34375], [11.25, 123.75]]},\n",
       "  {'key': 'thm',\n",
       "   'count': 36,\n",
       "   'bbox': [[23.90625, 52.03125], [25.3125, 53.4375]]},\n",
       "  {'key': 'wc8',\n",
       "   'count': 33,\n",
       "   'bbox': [[8.4375, 123.75], [9.84375, 125.15625]]},\n",
       "  {'key': 'wdx',\n",
       "   'count': 26,\n",
       "   'bbox': [[14.0625, 122.34375], [15.46875, 123.75]]},\n",
       "  {'key': 'sk4', 'count': 25, 'bbox': [[22.5, 14.0625], [23.90625, 15.46875]]},\n",
       "  {'key': 'wdj',\n",
       "   'count': 24,\n",
       "   'bbox': [[11.25, 119.53125], [12.65625, 120.9375]]},\n",
       "  {'key': 'w9q',\n",
       "   'count': 22,\n",
       "   'bbox': [[7.03125, 120.9375], [8.4375, 122.34375]]},\n",
       "  {'key': 'wdy',\n",
       "   'count': 20,\n",
       "   'bbox': [[15.46875, 120.9375], [16.875, 122.34375]]},\n",
       "  {'key': 'wdn',\n",
       "   'count': 18,\n",
       "   'bbox': [[11.25, 120.9375], [12.65625, 122.34375]]},\n",
       "  {'key': 'str',\n",
       "   'count': 18,\n",
       "   'bbox': [[29.53125, 32.34375], [30.9375, 33.75]]},\n",
       "  {'key': 'wem',\n",
       "   'count': 16,\n",
       "   'bbox': [[18.28125, 119.53125], [19.6875, 120.9375]]},\n",
       "  {'key': 'wej',\n",
       "   'count': 16,\n",
       "   'bbox': [[16.875, 119.53125], [18.28125, 120.9375]]},\n",
       "  {'key': 'w9v',\n",
       "   'count': 14,\n",
       "   'bbox': [[9.84375, 119.53125], [11.25, 120.9375]]},\n",
       "  {'key': 'w9s',\n",
       "   'count': 14,\n",
       "   'bbox': [[8.4375, 118.125], [9.84375, 119.53125]]},\n",
       "  {'key': 'w9f',\n",
       "   'count': 14,\n",
       "   'bbox': [[9.84375, 115.3125], [11.25, 116.71875]]},\n",
       "  {'key': 'w9e',\n",
       "   'count': 14,\n",
       "   'bbox': [[8.4375, 116.71875], [9.84375, 118.125]]},\n",
       "  {'key': 'ssg',\n",
       "   'count': 14,\n",
       "   'bbox': [[26.71875, 26.71875], [28.125, 28.125]]},\n",
       "  {'key': 'w67',\n",
       "   'count': 13,\n",
       "   'bbox': [[12.65625, 105.46875], [14.0625, 106.875]]},\n",
       "  {'key': 'wc0', 'count': 11, 'bbox': [[5.625, 123.75], [7.03125, 125.15625]]},\n",
       "  {'key': 'w9x', 'count': 9, 'bbox': [[8.4375, 122.34375], [9.84375, 123.75]]},\n",
       "  {'key': 'stp', 'count': 9, 'bbox': [[28.125, 32.34375], [29.53125, 33.75]]},\n",
       "  {'key': 'spg', 'count': 8, 'bbox': [[43.59375, 4.21875], [45.0, 5.625]]},\n",
       "  {'key': 'xd3',\n",
       "   'count': 7,\n",
       "   'bbox': [[12.65625, 158.90625], [14.0625, 160.3125]]},\n",
       "  {'key': 'w9y',\n",
       "   'count': 7,\n",
       "   'bbox': [[9.84375, 120.9375], [11.25, 122.34375]]},\n",
       "  {'key': 'w9u', 'count': 7, 'bbox': [[9.84375, 118.125], [11.25, 119.53125]]},\n",
       "  {'key': 'wc6',\n",
       "   'count': 6,\n",
       "   'bbox': [[7.03125, 126.5625], [8.4375, 127.96875]]},\n",
       "  {'key': 'w9j',\n",
       "   'count': 6,\n",
       "   'bbox': [[5.625, 119.53125], [7.03125, 120.9375]]},\n",
       "  {'key': 'w9d',\n",
       "   'count': 6,\n",
       "   'bbox': [[8.4375, 115.3125], [9.84375, 116.71875]]},\n",
       "  {'key': 'sse',\n",
       "   'count': 4,\n",
       "   'bbox': [[25.3125, 26.71875], [26.71875, 28.125]]},\n",
       "  {'key': 'w97',\n",
       "   'count': 3,\n",
       "   'bbox': [[7.03125, 116.71875], [8.4375, 118.125]]},\n",
       "  {'key': 'w7h',\n",
       "   'count': 3,\n",
       "   'bbox': [[16.875, 106.875], [18.28125, 108.28125]]},\n",
       "  {'key': 'w6e',\n",
       "   'count': 3,\n",
       "   'bbox': [[14.0625, 105.46875], [15.46875, 106.875]]},\n",
       "  {'key': 'sk6',\n",
       "   'count': 2,\n",
       "   'bbox': [[23.90625, 14.0625], [25.3125, 15.46875]]},\n",
       "  {'key': 'w9w',\n",
       "   'count': 1,\n",
       "   'bbox': [[8.4375, 120.9375], [9.84375, 122.34375]]},\n",
       "  {'key': 'w9r', 'count': 1, 'bbox': [[7.03125, 122.34375], [8.4375, 123.75]]},\n",
       "  {'key': '82m',\n",
       "   'count': 1,\n",
       "   'bbox': [[1.40625, -161.71875], [2.8125, -160.3125]]}],\n",
       " 'meta': {},\n",
       " 'links': {'self': 'https://api.data.phl-microsat.upd.edu.ph/scenes/geohash?geo_hash_precision=3'}}"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r = requests.get('https://api.data.phl-microsat.upd.edu.ph/scenes/geohash')\n",
    "r.json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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