{ "cells": [ { "cell_type": "code", "execution_count": 32, "id": "08988603-7a9b-4a0d-a90a-67856c5b9ac9", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "f3410b8abc564cf48031b13732333687", "version_major": 2, "version_minor": 1 }, "text/plain": [ "Map(layers=[ScatterplotLayer(get_radius=\n", "[\n", " 429746,\n", " 300131…" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#import leafmap.deck as leafmap\n", "import geopandas as gpd\n", "\n", "#m = leafmap.Map(center=(40, -100), zoom=3)\n", "DATA_URL = 'https://data.source.coop/cboettig/conservation-policy/Inflation_Reduction_Act_Projects.geojson'\n", "gdf = gpd.read_file(DATA_URL)\n", "\n", "\n", "\n", "from lonboard import Map, ScatterplotLayer\n", "from lonboard.colormap import apply_continuous_cmap\n", "\n", "layer = ScatterplotLayer.from_geopandas(\n", " gdf,\n", " # get_position=[\"LONGITUDE\", \"LATITUDE\"],\n", " get_radius= gdf.FUNDING_NUMERIC, # \"FUNDING_NUMERIC\",\n", " #get_fill_color = [255,255,0, 140],\n", " # elevation_scale=.01,\n", " #pickable=True,\n", " #auto_highlight=True,\n", ")\n", "m = Map(layer)\n", "\n", "m" ] }, { "cell_type": "code", "execution_count": 12, "id": "f9ccbbc7-8396-41ea-9d68-3d25406b0a43", "metadata": {}, "outputs": [], "source": [ "import geopandas as gpd\n", "import pydeck as pdk\n", "\n", "DATA_URL = 'https://data.source.coop/cboettig/conservation-policy/Inflation_Reduction_Act_Projects.geojson'\n", "df = gpd.read_file(DATA_URL)\n" ] }, { "cell_type": "code", "execution_count": 34, "id": "fad16a43-338f-4209-9d10-ae72b41ee0b4", "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "{\n", " \"initialViewState\": {\n", " \"bearing\": 0,\n", " \"latitude\": 35,\n", " \"longitude\": -100,\n", " \"maxZoom\": 16,\n", " \"pitch\": 45,\n", " \"zoom\": 4\n", " },\n", " \"layers\": [\n", " {\n", " \"@@type\": \"ColumnLayer\",\n", " \"autoHighlight\": true,\n", " \"data\": [\n", " {\n", " \"ADDRESS_GEOCODE\": \"Madison, WI\",\n", " \"AGENCY_NAME\": \"Environmental Protection Agency\",\n", " \"BUREAU_NAME\": \"Office of Air and Radiation\",\n", " \"CATEGORY\": \"Environmental Remediation\",\n", " \"CITY\": \"Madison\",\n", " \"COUNTY\": null,\n", " \"FUNDING\": \"429746\",\n", " \"FUNDING_NUMERIC\": 429746.0,\n", " \"FUNDING_SOURCE\": \"IRA\",\n", " \"ID\": \"S-128\",\n", " \"LATITUDE\": 43.07313,\n", " \"LONGITUDE\": -89.38644,\n", " \"OBJECTID\": 1,\n", " \"PROGRAM_NAME\": \"Funding to Address Air Pollution: Fenceline Air Monitoring\",\n", " \"PROJECT_NAME\": \"City of Madison\",\n", " \"STATE_ABBR\": \"WI\",\n", " \"STATE_NAME\": \"Wisconsin\",\n", " \"SUBCATEGORY\": null,\n", " \"TYPE\": \"Discretionary\",\n", " \"geometry\": {\n", " \"coordinates\": [\n", " -89.3864399999999,\n", " 43.07313\n", " ],\n", " \"type\": \"Point\"\n", " }\n", " },\n", " {\n", " \"ADDRESS_GEOCODE\": \"Pittsfield, MA\",\n", " \"AGENCY_NAME\": \"Environmental Protection Agency\",\n", " \"BUREAU_NAME\": \"Office of Air and Radiation\",\n", " \"CATEGORY\": \"Environmental Remediation\",\n", " \"CITY\": \"Pittsfield\",\n", " \"COUNTY\": null,\n", " \"FUNDING\": \"300131\",\n", " \"FUNDING_NUMERIC\": 300131.0,\n", " \"FUNDING_SOURCE\": \"IRA\",\n", " \"ID\": \"S-119\",\n", " \"LATITUDE\": 42.44776,\n", " \"LONGITUDE\": -73.25413,\n", " \"OBJECTID\": 2,\n", " \"PROGRAM_NAME\": \"Funding to Address Air Pollution: Fenceline Air Monitoring\",\n", " \"PROJECT_NAME\": \"Berkshire Environmental Action Team\",\n", " \"STATE_ABBR\": \"MA\",\n", " \"STATE_NAME\": \"Massachusetts\",\n", " \"SUBCATEGORY\": null,\n", " \"TYPE\": \"Discretionary\",\n", " \"geometry\": {\n", " \"coordinates\": [\n", " -73.25413,\n", " 42.4477600000001\n", " ],\n", " \"type\": \"Point\"\n", " }\n", " },\n", " {\n", " \"ADDRESS_GEOCODE\": \"Charleston, SC\",\n", " \"AGENCY_NAME\": \"Environmental Protection Agency\",\n", " \"BUREAU_NAME\": \"Office of Air and Radiation\",\n", " \"CATEGORY\": \"Environmental Remediation\",\n", " \"CITY\": \"Charleston\",\n", " \"COUNTY\": null,\n", " \"FUNDING\": \"499715\",\n", " \"FUNDING_NUMERIC\": 499715.0,\n", " \"FUNDING_SOURCE\": \"IRA\",\n", " \"ID\": \"S-127\",\n", " \"LATITUDE\": 32.78115,\n", " \"LONGITUDE\": -79.9316,\n", " \"OBJECTID\": 3,\n", " \"PROGRAM_NAME\": \"Funding to Address Air Pollution: Fenceline Air Monitoring\",\n", " \"PROJECT_NAME\": \"Charleston Community Research to Action Board\",\n", " \"STATE_ABBR\": \"SC\",\n", " \"STATE_NAME\": \"South Carolina\",\n", " \"SUBCATEGORY\": null,\n", " \"TYPE\": \"Discretionary\",\n", " \"geometry\": {\n", " \"coordinates\": [\n", " -79.9316,\n", " 32.78115\n", " ],\n", " \"type\": \"Point\"\n", " }\n", " },\n", " {\n", " \"ADDRESS_GEOCODE\": \"New Bedford, MA\",\n", " \"AGENCY_NAME\": \"Environmental Protection Agency\",\n", " \"BUREAU_NAME\": \"Office of Air and Radiation\",\n", " \"CATEGORY\": \"Environmental Remediation\",\n", " \"CITY\": \"New Bedford\",\n", " \"COUNTY\": null,\n", " \"FUNDING\": \"391822\",\n", " \"FUNDING_NUMERIC\": 391822.0,\n", " \"FUNDING_SOURCE\": \"IRA\",\n", " \"ID\": \"S-129\",\n", " \"LATITUDE\": 41.6378,\n", " \"LONGITUDE\": -70.93089,\n", " \"OBJECTID\": 4,\n", " \"PROGRAM_NAME\": \"Funding to Address Air Pollution: Fenceline Air Monitoring\",\n", " \"PROJECT_NAME\": \"City of New Bedford\",\n", " \"STATE_ABBR\": \"MA\",\n", " \"STATE_NAME\": \"Massachusetts\",\n", " \"SUBCATEGORY\": null,\n", " \"TYPE\": \"Discretionary\",\n", " \"geometry\": {\n", " \"coordinates\": [\n", " -70.93089,\n", " 41.6378\n", " ],\n", " \"type\": \"Point\"\n", " }\n", " },\n", " {\n", " \"ADDRESS_GEOCODE\": \"Philadelphia, PA\",\n", " \"AGENCY_NAME\": \"Environmental Protection Agency\",\n", " \"BUREAU_NAME\": \"Office of Air and Radiation\",\n", " \"CATEGORY\": \"Environmental Remediation\",\n", " \"CITY\": \"Philadelphia\",\n", " \"COUNTY\": null,\n", " \"FUNDING\": \"392658\",\n", " \"FUNDING_NUMERIC\": 392658.0,\n", " \"FUNDING_SOURCE\": \"IRA\",\n", " \"ID\": \"S-131\",\n", " \"LATITUDE\": 39.95222,\n", " \"LONGITUDE\": -75.16218,\n", " \"OBJECTID\": 5,\n", " \"PROGRAM_NAME\": \"Funding to Address Air Pollution: Fenceline Air Monitoring\",\n", " \"PROJECT_NAME\": \"City of Philadelphia\",\n", " \"STATE_ABBR\": \"PA\",\n", " \"STATE_NAME\": \"Pennsylvania\",\n", " \"SUBCATEGORY\": null,\n", " \"TYPE\": \"Discretionary\",\n", " \"geometry\": {\n", " \"coordinates\": [\n", " -75.16218,\n", " 39.9522200000001\n", " ],\n", " \"type\": \"Point\"\n", " }\n", " },\n", " {\n", " \"ADDRESS_GEOCODE\": \"Paramount, CA\",\n", " \"AGENCY_NAME\": \"Environmental Protection Agency\",\n", " \"BUREAU_NAME\": \"Office of Air and Radiation\",\n", " \"CATEGORY\": \"Environmental Remediation\",\n", " \"CITY\": \"Paramount\",\n", " \"COUNTY\": null,\n", " \"FUNDING\": \"319754\",\n", " \"FUNDING_NUMERIC\": 319754.0,\n", " \"FUNDING_SOURCE\": \"IRA\",\n", " \"ID\": \"S-130\",\n", " \"LATITUDE\": 33.88516,\n", " \"LONGITUDE\": -118.1614,\n", " \"OBJECTID\": 6,\n", " \"PROGRAM_NAME\": \"Funding to Address Air Pollution: Fenceline Air Monitoring\",\n", " \"PROJECT_NAME\": \"City of Paramount\",\n", " \"STATE_ABBR\": \"CA\",\n", " \"STATE_NAME\": \"California\",\n", " \"SUBCATEGORY\": null,\n", " \"TYPE\": \"Discretionary\",\n", " \"geometry\": {\n", " \"coordinates\": [\n", " -118.1614,\n", " 33.88516\n", " ],\n", " \"type\": \"Point\"\n", " }\n", " },\n", " {\n", " \"ADDRESS_GEOCODE\": \"East Chicago, IN\",\n", " \"AGENCY_NAME\": \"Environmental Protection Agency\",\n", " \"BUREAU_NAME\": \"Office of Air and Radiation\",\n", " \"CATEGORY\": \"Environmental Remediation\",\n", " \"CITY\": \"East Chicago\",\n", " \"COUNTY\": null,\n", " \"FUNDING\": \"200000\",\n", " \"FUNDING_NUMERIC\": 200000.0,\n", " \"FUNDING_SOURCE\": \"IRA\",\n", " \"ID\": \"S-141\",\n", " \"LATITUDE\": 41.63133,\n", " \"LONGITUDE\": -87.48082,\n", " \"OBJECTID\": 7,\n", " \"PROGRAM_NAME\": \"Funding to Address Air Pollution: Fenceline Air Monitoring\",\n", " \"PROJECT_NAME\": \"East Chicago Calumet Coalition Community Advisory Group Inc.\",\n", " \"STATE_ABBR\": \"IN\",\n", " \"STATE_NAME\": \"Indiana\",\n", " \"SUBCATEGORY\": null,\n", " \"TYPE\": \"Discretionary\",\n", " \"geometry\": {\n", " \"coordinates\": [\n", " -87.4808199999999,\n", " 41.63133\n", " ],\n", " \"type\": \"Point\"\n", " }\n", " },\n", " {\n", " \"ADDRESS_GEOCODE\": \"Elizabeth, NJ\",\n", " \"AGENCY_NAME\": \"Environmental Protection Agency\",\n", " \"BUREAU_NAME\": \"Office of Air and Radiation\",\n", " \"CATEGORY\": \"Environmental Remediation\",\n", " \"CITY\": \"Elizabeth\",\n", " \"COUNTY\": null,\n", " \"FUNDING\": \"500000\",\n", " \"FUNDING_NUMERIC\": 500000.0,\n", " \"FUNDING_SOURCE\": \"IRA\",\n", " \"ID\": \"S-148\",\n", " \"LATITUDE\": 40.66381,\n", " \"LONGITUDE\": -74.21144,\n", " \"OBJECTID\": 8,\n", " \"PROGRAM_NAME\": \"Funding to Address Air Pollution: Fenceline Air Monitoring\",\n", " \"PROJECT_NAME\": \"Housing Authority of the City of Elizabeth\",\n", " \"STATE_ABBR\": \"NJ\",\n", " \"STATE_NAME\": \"New Jersey\",\n", " \"SUBCATEGORY\": null,\n", " \"TYPE\": \"Discretionary\",\n", " \"geometry\": {\n", " \"coordinates\": [\n", " -74.21144,\n", " 40.66381\n", " ],\n", " \"type\": \"Point\"\n", " }\n", " },\n", " {\n", " \"ADDRESS_GEOCODE\": \"Fort Collins, CO\",\n", " \"AGENCY_NAME\": \"Environmental Protection Agency\",\n", " \"BUREAU_NAME\": \"Office of Air and Radiation\",\n", " \"CATEGORY\": \"Environmental Remediation\",\n", " \"CITY\": \"Fort Collins\",\n", " \"COUNTY\": null,\n", " \"FUNDING\": \"499139\",\n", " \"FUNDING_NUMERIC\": 499139.0,\n", " \"FUNDING_SOURCE\": \"IRA\",\n", " \"ID\": \"S-144\",\n", " \"LATITUDE\": 40.58147,\n", " \"LONGITUDE\": -105.07662,\n", " \"OBJECTID\": 9,\n", " \"PROGRAM_NAME\": \"Funding to Address Air Pollution: Fenceline Air Monitoring\",\n", " \"PROJECT_NAME\": \"City of Fort Collins\",\n", " 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33.52072\n", " ],\n", " \"type\": \"Point\"\n", " }\n", " },\n", " {\n", " \"ADDRESS_GEOCODE\": \"Pueblo de San Ildefonso, NM\",\n", " \"AGENCY_NAME\": \"Environmental Protection Agency\",\n", " \"BUREAU_NAME\": \"Office of Air and Radiation\",\n", " \"CATEGORY\": \"Environmental Remediation\",\n", " \"CITY\": \"Pueblo de San Ildefonso\",\n", " \"COUNTY\": null,\n", " \"FUNDING\": \"485466\",\n", " \"FUNDING_NUMERIC\": 485466.0,\n", " \"FUNDING_SOURCE\": \"IRA\",\n", " \"ID\": \"S-164\",\n", " \"LATITUDE\": 35.89259,\n", " \"LONGITUDE\": -106.11784,\n", " \"OBJECTID\": 12,\n", " \"PROGRAM_NAME\": \"Funding to Address Air Pollution: Fenceline Air Monitoring\",\n", " \"PROJECT_NAME\": \"Pueblo de San Ildefonso\",\n", " \"STATE_ABBR\": \"NM\",\n", " \"STATE_NAME\": \"New Mexico\",\n", " \"SUBCATEGORY\": null,\n", " \"TYPE\": \"Discretionary\",\n", " \"geometry\": {\n", " \"coordinates\": [\n", " -106.11784,\n", " 35.89259\n", " ],\n", " \"type\": \"Point\"\n", " }\n", " },\n", " {\n", " 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\"Environmental Protection Agency\",\n", " \"BUREAU_NAME\": \"Office of Air and Radiation\",\n", " \"CATEGORY\": \"Environmental Remediation\",\n", " \"CITY\": \"Detroit\",\n", " \"COUNTY\": null,\n", " \"FUNDING\": \"496700\",\n", " \"FUNDING_NUMERIC\": 496700.0,\n", " \"FUNDING_SOURCE\": \"IRA\",\n", " \"ID\": \"S-179\",\n", " \"LATITUDE\": 42.33168,\n", " \"LONGITUDE\": -83.048,\n", " \"OBJECTID\": 14,\n", " \"PROGRAM_NAME\": \"Funding to Address Air Pollution: Fenceline Air Monitoring\",\n", " \"PROJECT_NAME\": \"The Green Door Initiative\",\n", " \"STATE_ABBR\": \"MI\",\n", " \"STATE_NAME\": \"Michigan\",\n", " \"SUBCATEGORY\": null,\n", " \"TYPE\": \"Discretionary\",\n", " \"geometry\": {\n", " \"coordinates\": [\n", " -83.048,\n", " 42.33168\n", " ],\n", " \"type\": \"Point\"\n", " }\n", " },\n", " {\n", " \"ADDRESS_GEOCODE\": \"Albany, NY\",\n", " \"AGENCY_NAME\": \"Environmental Protection Agency\",\n", " \"BUREAU_NAME\": \"Office of Air and Radiation\",\n", " \"CATEGORY\": \"Environmental Remediation\",\n", " \"CITY\": \"Albany\",\n", " \"COUNTY\": null,\n", " \"FUNDING\": \"499032\",\n", " \"FUNDING_NUMERIC\": 499032.0,\n", " \"FUNDING_SOURCE\": \"IRA\",\n", " \"ID\": \"S-177\",\n", " \"LATITUDE\": 42.65155,\n", " \"LONGITUDE\": -73.75521,\n", " \"OBJECTID\": 15,\n", " \"PROGRAM_NAME\": \"Funding to Address Air Pollution: Fenceline Air Monitoring\",\n", " \"PROJECT_NAME\": \"SUNY at Albany\",\n", " \"STATE_ABBR\": \"NY\",\n", " \"STATE_NAME\": \"New York\",\n", " \"SUBCATEGORY\": null,\n", " \"TYPE\": \"Discretionary\",\n", " \"geometry\": {\n", " \"coordinates\": [\n", " -73.75521,\n", " 42.65155\n", " ],\n", " \"type\": \"Point\"\n", " }\n", " },\n", " {\n", " \"ADDRESS_GEOCODE\": \"Reno, NV\",\n", " \"AGENCY_NAME\": \"Environmental Protection Agency\",\n", " \"BUREAU_NAME\": \"Office of Air and Radiation\",\n", " \"CATEGORY\": \"Environmental Remediation\",\n", " \"CITY\": \"Reno\",\n", " \"COUNTY\": \"Washoe\",\n", " \"FUNDING\": \"213204\",\n", " 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\"STATE_ABBR\": \"WA\",\n", " \"STATE_NAME\": \"Washington\",\n", " \"SUBCATEGORY\": null,\n", " \"TYPE\": \"Discretionary\",\n", " \"geometry\": {\n", " \"coordinates\": [\n", " -120.556263187,\n", " 47.4112518430001\n", " ],\n", " \"type\": \"Point\"\n", " }\n", " },\n", " {\n", " \"ADDRESS_GEOCODE\": \"VA\",\n", " \"AGENCY_NAME\": \"Department of the Interior\",\n", " \"BUREAU_NAME\": \"Bureau of Indian Affairs\",\n", " \"CATEGORY\": \"Climate Resilience\",\n", " \"CITY\": null,\n", " \"COUNTY\": null,\n", " \"FUNDING\": \"132914\",\n", " \"FUNDING_NUMERIC\": 132914.0,\n", " \"FUNDING_SOURCE\": \"IRA\",\n", " \"ID\": \"S-2741\",\n", " \"LATITUDE\": 37.512820504,\n", " \"LONGITUDE\": -78.697948713,\n", " \"OBJECTID\": 802,\n", " \"PROGRAM_NAME\": \"Tribal Climate Resilience: Fish Hatchery Operations and Maintenance\",\n", " \"PROJECT_NAME\": \"Rappahannock Mobile Aquaculture Unit (MAU)\",\n", " \"STATE_ABBR\": \"VA\",\n", " \"STATE_NAME\": \"Virginia\",\n", " \"SUBCATEGORY\": null,\n", " \"TYPE\": \"Discretionary\",\n", " \"geometry\": {\n", " \"coordinates\": [\n", " -78.697948713,\n", " 37.512820504\n", " ],\n", " \"type\": \"Point\"\n", " }\n", " },\n", " {\n", " \"ADDRESS_GEOCODE\": \"MN\",\n", " \"AGENCY_NAME\": \"Department of the Interior\",\n", " \"BUREAU_NAME\": \"Bureau of Indian Affairs\",\n", " \"CATEGORY\": \"Climate Resilience\",\n", " \"CITY\": null,\n", " \"COUNTY\": null,\n", " \"FUNDING\": \"2000000\",\n", " \"FUNDING_NUMERIC\": 2000000.0,\n", " \"FUNDING_SOURCE\": \"IRA\",\n", " \"ID\": \"S-2742\",\n", " \"LATITUDE\": 46.348855766,\n", " \"LONGITUDE\": -94.200790583,\n", " \"OBJECTID\": 803,\n", " \"PROGRAM_NAME\": \"Tribal Climate Resilience: Fish Hatchery Operations and Maintenance\",\n", " \"PROJECT_NAME\": \"Mille Lacs Construction of a Multiple-Species Fish Hatchery\",\n", " \"STATE_ABBR\": \"MN\",\n", " \"STATE_NAME\": \"Minnesota\",\n", " \"SUBCATEGORY\": null,\n", " \"TYPE\": \"Discretionary\",\n", " \"geometry\": {\n", " \"coordinates\": [\n", " -94.2007905829999,\n", " 46.348855766\n", " ],\n", " \"type\": \"Point\"\n", " }\n", " },\n", " {\n", " \"ADDRESS_GEOCODE\": \"MT\",\n", " \"AGENCY_NAME\": \"Department of the Interior\",\n", " \"BUREAU_NAME\": \"Bureau of Land Management and National Park Service\",\n", " \"CATEGORY\": \"Parks and Conservation\",\n", " \"CITY\": null,\n", " \"COUNTY\": null,\n", " \"FUNDING\": \"500000\",\n", " \"FUNDING_NUMERIC\": 500000.0,\n", " \"FUNDING_SOURCE\": \"IRA\",\n", " \"ID\": \"S-2287\",\n", " \"LATITUDE\": 47.0334993330001,\n", " \"LONGITUDE\": -109.645067732,\n", " \"OBJECTID\": 804,\n", " \"PROGRAM_NAME\": \"Conservation and Resilience\",\n", " \"PROJECT_NAME\": \"Conservation And Ecosystem Restoration - Blackfoot Clark Fork, MT\",\n", " \"STATE_ABBR\": \"MT\",\n", " \"STATE_NAME\": \"Montana\",\n", " \"SUBCATEGORY\": null,\n", " \"TYPE\": \"Discretionary\",\n", " \"geometry\": {\n", " \"coordinates\": [\n", " -109.645067732,\n", " 47.0334993330001\n", " ],\n", " \"type\": \"Point\"\n", " }\n", " },\n", " {\n", " \"ADDRESS_GEOCODE\": \"WA\",\n", " \"AGENCY_NAME\": \"Department of the Interior\",\n", " \"BUREAU_NAME\": \"Bureau of Indian Affairs\",\n", " \"CATEGORY\": \"Climate Resilience\",\n", " \"CITY\": null,\n", " \"COUNTY\": null,\n", " \"FUNDING\": \"147395\",\n", " \"FUNDING_NUMERIC\": 147395.0,\n", " \"FUNDING_SOURCE\": \"IRA\",\n", " \"ID\": \"S-2744\",\n", " \"LATITUDE\": 47.4112518430001,\n", " \"LONGITUDE\": -120.556263187,\n", " \"OBJECTID\": 805,\n", " \"PROGRAM_NAME\": \"Tribal Climate Resilience: Fish Hatchery Operations and Maintenance\",\n", " \"PROJECT_NAME\": \"Squaxin Island Net Pen Storage Building\",\n", " \"STATE_ABBR\": \"WA\",\n", " \"STATE_NAME\": \"Washington\",\n", " \"SUBCATEGORY\": null,\n", " \"TYPE\": \"Discretionary\",\n", " \"geometry\": {\n", " \"coordinates\": [\n", " -120.556263187,\n", " 47.4112518430001\n", " ],\n", " \"type\": \"Point\"\n", " }\n", " },\n", " {\n", " \"ADDRESS_GEOCODE\": \"WA\",\n", " \"AGENCY_NAME\": \"Department of the Interior\",\n", " \"BUREAU_NAME\": \"Bureau of Indian Affairs\",\n", " \"CATEGORY\": \"Climate Resilience\",\n", " \"CITY\": null,\n", " \"COUNTY\": null,\n", " \"FUNDING\": \"937684\",\n", " \"FUNDING_NUMERIC\": 937684.0,\n", " \"FUNDING_SOURCE\": \"IRA\",\n", " \"ID\": \"S-2745\",\n", " \"LATITUDE\": 47.4112518430001,\n", " \"LONGITUDE\": -120.556263187,\n", " \"OBJECTID\": 806,\n", " \"PROGRAM_NAME\": \"Tribal Climate Resilience: Fish Hatchery Operations and Maintenance\",\n", " \"PROJECT_NAME\": \"Sauk-Suiattle Salmon Hatchery Building\",\n", " \"STATE_ABBR\": \"WA\",\n", " \"STATE_NAME\": \"Washington\",\n", " \"SUBCATEGORY\": null,\n", " \"TYPE\": \"Discretionary\",\n", " \"geometry\": {\n", " \"coordinates\": [\n", " -120.556263187,\n", " 47.4112518430001\n", " ],\n", " \"type\": \"Point\"\n", " }\n", " },\n", " {\n", " \"ADDRESS_GEOCODE\": \"ID\",\n", " \"AGENCY_NAME\": \"Department of the Interior\",\n", " \"BUREAU_NAME\": \"Bureau of Indian Affairs\",\n", " \"CATEGORY\": \"Climate Resilience\",\n", " \"CITY\": null,\n", " \"COUNTY\": null,\n", " \"FUNDING\": \"204646\",\n", " \"FUNDING_NUMERIC\": 204646.0,\n", " \"FUNDING_SOURCE\": \"IRA\",\n", " \"ID\": \"S-2746\",\n", " \"LATITUDE\": 44.3889953940001,\n", " \"LONGITUDE\": -114.659446938,\n", " \"OBJECTID\": 807,\n", " \"PROGRAM_NAME\": \"Tribal Climate Resilience: Fish Hatchery Operations and Maintenance\",\n", " \"PROJECT_NAME\": \"Nez Perce Coho Salmon Acclimation Tanks\",\n", " \"STATE_ABBR\": \"ID\",\n", " \"STATE_NAME\": \"Idaho\",\n", " \"SUBCATEGORY\": null,\n", " \"TYPE\": \"Discretionary\",\n", " \"geometry\": {\n", " \"coordinates\": [\n", " -114.659446938,\n", " 44.388995394\n", " ],\n", " \"type\": \"Point\"\n", " }\n", " },\n", " {\n", " \"ADDRESS_GEOCODE\": \"NY\",\n", " \"AGENCY_NAME\": \"Environmental Protection Agency\",\n", " \"BUREAU_NAME\": \"Office of Air and Radiation\",\n", " \"CATEGORY\": \"Environmental Remediation\",\n", " \"CITY\": null,\n", " \"COUNTY\": null,\n", " \"FUNDING\": \"43000\",\n", " \"FUNDING_NUMERIC\": 43000.0,\n", " \"FUNDING_SOURCE\": \"IRA\",\n", " \"ID\": \"S-2306\",\n", " \"LATITUDE\": 40.71453,\n", " \"LONGITUDE\": -74.00712,\n", " \"OBJECTID\": 808,\n", " \"PROGRAM_NAME\": \"Funding to Address Air Pollution: Clean Air Act Grants\",\n", " \"PROJECT_NAME\": null,\n", " \"STATE_ABBR\": \"NY\",\n", " \"STATE_NAME\": \"New York\",\n", " \"SUBCATEGORY\": null,\n", " \"TYPE\": \"Formula\",\n", " \"geometry\": {\n", " \"coordinates\": [\n", " -74.00712,\n", " 40.71453\n", " ],\n", " \"type\": \"Point\"\n", " }\n", " },\n", " {\n", " \"ADDRESS_GEOCODE\": \"WA\",\n", " \"AGENCY_NAME\": \"Department of the Interior\",\n", " \"BUREAU_NAME\": \"Bureau of Indian Affairs\",\n", " \"CATEGORY\": \"Climate Resilience\",\n", " \"CITY\": null,\n", " \"COUNTY\": null,\n", " \"FUNDING\": \"1290000\",\n", " \"FUNDING_NUMERIC\": 1290000.0,\n", " \"FUNDING_SOURCE\": \"IRA\",\n", " \"ID\": \"S-2747\",\n", " \"LATITUDE\": 47.4112518430001,\n", " \"LONGITUDE\": -120.556263187,\n", " \"OBJECTID\": 809,\n", " \"PROGRAM_NAME\": \"Tribal Climate Resilience: Fish Hatchery Operations and Maintenance\",\n", " \"PROJECT_NAME\": \"Tulalip Tribes Battle Creek Hatchery Design and Site Preparation\",\n", " \"STATE_ABBR\": \"WA\",\n", " \"STATE_NAME\": \"Washington\",\n", " \"SUBCATEGORY\": null,\n", " \"TYPE\": \"Discretionary\",\n", " \"geometry\": {\n", " \"coordinates\": [\n", " -120.556263187,\n", " 47.4112518430001\n", " ],\n", " \"type\": \"Point\"\n", " }\n", " },\n", " {\n", " \"ADDRESS_GEOCODE\": \"WA\",\n", " \"AGENCY_NAME\": \"Department of the Interior\",\n", " \"BUREAU_NAME\": \"Bureau of Indian Affairs\",\n", " \"CATEGORY\": \"Climate Resilience\",\n", " \"CITY\": null,\n", " \"COUNTY\": null,\n", " \"FUNDING\": \"269988\",\n", " \"FUNDING_NUMERIC\": 269988.0,\n", " \"FUNDING_SOURCE\": \"IRA\",\n", " \"ID\": \"S-2748\",\n", " \"LATITUDE\": 47.4112518430001,\n", " \"LONGITUDE\": -120.556263187,\n", " \"OBJECTID\": 810,\n", " \"PROGRAM_NAME\": \"Tribal Climate Resilience: Fish Hatchery Operations and Maintenance\",\n", " \"PROJECT_NAME\": \"Colville Water Improvement and Summer Steelhead Kelt Tank Construction\",\n", " \"STATE_ABBR\": \"WA\",\n", " \"STATE_NAME\": \"Washington\",\n", " \"SUBCATEGORY\": null,\n", " \"TYPE\": \"Discretionary\",\n", " \"geometry\": {\n", " \"coordinates\": [\n", " -120.556263187,\n", " 47.4112518430001\n", " ],\n", " \"type\": \"Point\"\n", " }\n", " },\n", " {\n", " \"ADDRESS_GEOCODE\": \"WA\",\n", " \"AGENCY_NAME\": \"Department of the Interior\",\n", " \"BUREAU_NAME\": \"Bureau of Indian Affairs\",\n", " \"CATEGORY\": \"Climate Resilience\",\n", " \"CITY\": null,\n", " \"COUNTY\": null,\n", " \"FUNDING\": \"3150287\",\n", " \"FUNDING_NUMERIC\": 3150287.0,\n", " \"FUNDING_SOURCE\": \"IRA\",\n", " \"ID\": \"S-2749\",\n", " \"LATITUDE\": 47.4112518430001,\n", " \"LONGITUDE\": -120.556263187,\n", " \"OBJECTID\": 811,\n", " \"PROGRAM_NAME\": \"Tribal Climate Resilience: Fish Hatchery Operations and Maintenance\",\n", " \"PROJECT_NAME\": \"Colville White Sturgeon Rearing Facility\",\n", " \"STATE_ABBR\": \"WA\",\n", " \"STATE_NAME\": \"Washington\",\n", " \"SUBCATEGORY\": null,\n", " \"TYPE\": \"Discretionary\",\n", " \"geometry\": {\n", " \"coordinates\": [\n", " -120.556263187,\n", " 47.4112518430001\n", " ],\n", " \"type\": \"Point\"\n", " }\n", " },\n", " {\n", " \"ADDRESS_GEOCODE\": \"CA\",\n", " \"AGENCY_NAME\": \"Department of the Interior\",\n", " \"BUREAU_NAME\": \"Bureau of Indian Affairs\",\n", " \"CATEGORY\": \"Climate Resilience\",\n", " \"CITY\": null,\n", " \"COUNTY\": null,\n", " \"FUNDING\": \"689298\",\n", " \"FUNDING_NUMERIC\": 689298.0,\n", " \"FUNDING_SOURCE\": \"IRA\",\n", " \"ID\": \"S-2750\",\n", " \"LATITUDE\": 36.374105693,\n", " \"LONGITUDE\": -119.27023,\n", " \"OBJECTID\": 812,\n", " \"PROGRAM_NAME\": \"Tribal Climate Resilience: Fish Hatchery Operations and Maintenance\",\n", " \"PROJECT_NAME\": \"Hoopa Valley Hatchery Facility Refurbishment and Expansion\",\n", " \"STATE_ABBR\": \"CA\",\n", " \"STATE_NAME\": \"California\",\n", " \"SUBCATEGORY\": null,\n", " \"TYPE\": \"Discretionary\",\n", " \"geometry\": {\n", " \"coordinates\": [\n", " -119.27023,\n", " 36.374105693\n", " ],\n", " \"type\": \"Point\"\n", " }\n", " },\n", " {\n", " \"ADDRESS_GEOCODE\": \"NM\",\n", " \"AGENCY_NAME\": \"Department of the Interior\",\n", " \"BUREAU_NAME\": \"Bureau of Indian Affairs\",\n", " \"CATEGORY\": \"Climate Resilience\",\n", " \"CITY\": null,\n", " \"COUNTY\": null,\n", " \"FUNDING\": \"740000\",\n", " \"FUNDING_NUMERIC\": 740000.0,\n", " \"FUNDING_SOURCE\": \"IRA\",\n", " \"ID\": \"S-2751\",\n", " \"LATITUDE\": 34.4213265340001,\n", " \"LONGITUDE\": -106.108403845,\n", " \"OBJECTID\": 813,\n", " \"PROGRAM_NAME\": \"Tribal Climate Resilience: Fish Hatchery Operations and Maintenance\",\n", " \"PROJECT_NAME\": \"Mescalero Tank and Waterline Enhancement Project\",\n", " \"STATE_ABBR\": \"NM\",\n", " \"STATE_NAME\": \"New Mexico\",\n", " \"SUBCATEGORY\": null,\n", " \"TYPE\": \"Discretionary\",\n", " \"geometry\": {\n", " \"coordinates\": [\n", " -106.108403845,\n", " 34.421326534\n", " ],\n", " \"type\": \"Point\"\n", " }\n", " }\n", " ],\n", " \"elevationScale\": 0.01,\n", " \"getElevation\": \"@@=FUNDING_NUMERIC\",\n", " \"getFillColor\": [\n", " 256,\n", " 256,\n", " 0,\n", " 140\n", " ],\n", " \"getPosition\": \"@@=[LONGITUDE, LATITUDE]\",\n", " \"id\": \"ad6ca901-f5aa-48c6-9b8c-e18962cdd13e\",\n", " \"pickable\": true,\n", " \"radius\": 10000\n", " }\n", " ],\n", " \"mapProvider\": \"carto\",\n", " \"mapStyle\": \"https://basemaps.cartocdn.com/gl/voyager-gl-style/style.json\",\n", " \"views\": [\n", " {\n", " \"@@type\": \"MapView\",\n", " \"controller\": true\n", " }\n", " ]\n", "}" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import geopandas as gpd\n", "import pydeck as pdk\n", "\n", "DATA_URL = 'https://data.source.coop/cboettig/conservation-policy/Inflation_Reduction_Act_Projects.geojson'\n", "df = gpd.read_file(DATA_URL)\n", "\n", "column_layer = pdk.Layer(\n", " \"ColumnLayer\",\n", " data=df,\n", " get_position=[\"LONGITUDE\", \"LATITUDE\"],\n", " get_elevation=\"FUNDING_NUMERIC\",\n", " get_fill_color = [256,256,0, 140],\n", " elevation_scale=.01,\n", " radius=10000,\n", " pickable=True,\n", " auto_highlight=True,\n", ")\n", "\n", "INITIAL_VIEW_STATE = pdk.ViewState(latitude=35, longitude=-100, zoom=4, max_zoom=16, pitch=45, bearing=0)\n", "\n", "r = pdk.Deck(\n", " column_layer,\n", " initial_view_state = INITIAL_VIEW_STATE,\n", " map_style=pdk.map_styles.CARTO_ROAD,\n", ")\n", "r\n" ] }, { "cell_type": "code", "execution_count": 3, "id": "de77de53-7960-43cf-b3c5-9be2e5dfeb1f", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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OBJECTIDAtlasCategProjectIDParentProgProgramNamProjectTitProjectDesFundingAmoSiteCountAgencyNameBureauFYFundedStatusLatLongLatLongTypProjectWebImageLinkNotesgeometry
0451America the Beautiful Challenge Grants77922Bipartisan Infrastructure LawAmerica the Beautiful Challenge GrantsIntegrated Habitat Enhancement Initiative to B...Enhance 100 acres of low-value habitat to redu...1921647.0NoneDepartment of the InteriorU.S. Fish and Wildlife Service2022None13.259034144.704424NoneNoneNoneFundingAmmount = \"TotalAmmount\" field in soruc...MULTIPOINT (144.70442 13.25903)
1981Resilience and Ecosystem RestorationNoneNoneGrants For States And Tribes For Voluntary Res...Guam's Integrated Habitat Enhancement InitiativeNone1726724.0NoneDepartment of the InteriorDOI Office of the SecretaryNoneAnnounced13.438381144.745223Statehttps://www.doi.gov/pressreleases/biden-harris...NoneNoneMULTIPOINT (144.74522 13.43838)
2308Resilience and Ecosystem Restoration410XX06GU0122Bipartisan Infrastructure LawEcosystem Restoration ProgramGuam Coconut Rhinoceros Beetle Pesticide Tree ...initiate a pesticide program servicing the isl...167815.01Department of the InteriorOffice of Insular Affairs2022None13.582404144.769157Micronesia region, GuamNoneNoneNoneMULTIPOINT (144.76916 13.58240)
31439America the Beautiful Challenge Grants81258Bipartisan Infrastructure LawAmerica the Beautiful Challenge GrantsEradicating Little Fire Ants within the propos...Eradicate little fire ants within priority sit...1006283.01Department of Defense and the Department of th...U.S. Fish and Wildlife Service2023Awarded-Pending13.390067144.716326NoneNoneNoneNoneMULTIPOINT (144.71633 13.39007)
41388America the Beautiful Challenge Grants80881Bipartisan Infrastructure LawAmerica the Beautiful Challenge GrantsRestoring Degraded Forests and Badlands on GuamRe-establish connectivity of intact native hab...1096740.01Department of the InteriorU.S. Fish and Wildlife Service2023Awarded-Pending13.401840144.752712NoneNoneNoneNoneMULTIPOINT (144.75271 13.40184)
...............................................................
13331431America the Beautiful Challenge Grants80929Bipartisan Infrastructure LawAmerica the Beautiful Challenge GrantsLeveraging Public-Private Partnerships to Conn...Create the first conservation corridor that sp...2109596.01Department of the Interior and Department of C...U.S. Fish and Wildlife Service and the Nationa...2023Awarded-Pending17.732785-64.768462NoneNoneNoneNoneMULTIPOINT (-64.76846 17.73278)
1334313Resilience and Ecosystem Restoration410XX07VI0622Bipartisan Infrastructure LawEcosystem Restoration ProgramSandy Point NWR Facility Updates1. Construction of a Recreational Pavilion\\n2....250095.01Department of the InteriorOffice of Insular Affairs2022None17.737804-64.836004St. Croix, U.S. Virgin IslandsNoneNoneNoneMULTIPOINT (-64.83600 17.73780)
1335422America the Beautiful Challenge Grants77137Bipartisan Infrastructure LawAmerica the Beautiful Challenge GrantsSwains Island Tropical Ecosystem Restoration a...Engage community stakeholders and collaborate ...864262.0NoneDepartment of the InteriorU.S. Fish and Wildlife Service2022None-11.055876-171.078438NoneNoneNoneFundingAmmount = \"TotalAmmount\" field in soruc...MULTIPOINT (-171.07844 -11.05588)
13361155Resilience and Ecosystem RestorationNoneNoneGrants For States And Tribes For Voluntary Res...Swains Island (AS) Tropical Ecosystem Restorat...None864262.0NoneDepartment of the InteriorDOI Office of the SecretaryNoneAnnounced-14.271000-170.132000Statehttps://www.doi.gov/pressreleases/biden-harris...NoneNoneMULTIPOINT (-170.13200 -14.27100)
1337315Resilience and Ecosystem Restoration410XX09AS0722Bipartisan Infrastructure LawEcosystem Restoration ProgramToetu Auomanu Jemima Nafatali Loia Tagoa'I (GI...Cleanup the second largest wetland ecosystem i...389025.01Department of the InteriorOffice of Insular Affairs2022None-14.330134-170.780049Leone village, American SamoaNoneNoneNoneMULTIPOINT (-170.78005 -14.33013)
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1338 rows × 20 columns

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" ], "text/plain": [ " OBJECTID AtlasCateg ProjectID \\\n", "0 451 America the Beautiful Challenge Grants 77922 \n", "1 981 Resilience and Ecosystem Restoration None \n", "2 308 Resilience and Ecosystem Restoration 410XX06GU0122 \n", "3 1439 America the Beautiful Challenge Grants 81258 \n", "4 1388 America the Beautiful Challenge Grants 80881 \n", "... ... ... ... \n", "1333 1431 America the Beautiful Challenge Grants 80929 \n", "1334 313 Resilience and Ecosystem Restoration 410XX07VI0622 \n", "1335 422 America the Beautiful Challenge Grants 77137 \n", "1336 1155 Resilience and Ecosystem Restoration None \n", "1337 315 Resilience and Ecosystem Restoration 410XX09AS0722 \n", "\n", " ParentProg \\\n", "0 Bipartisan Infrastructure Law \n", "1 None \n", "2 Bipartisan Infrastructure Law \n", "3 Bipartisan Infrastructure Law \n", "4 Bipartisan Infrastructure Law \n", "... ... \n", "1333 Bipartisan Infrastructure Law \n", "1334 Bipartisan Infrastructure Law \n", "1335 Bipartisan Infrastructure Law \n", "1336 None \n", "1337 Bipartisan Infrastructure Law \n", "\n", " ProgramNam \\\n", "0 America the Beautiful Challenge Grants \n", "1 Grants For States And Tribes For Voluntary Res... \n", "2 Ecosystem Restoration Program \n", "3 America the Beautiful Challenge Grants \n", "4 America the Beautiful Challenge Grants \n", "... ... \n", "1333 America the Beautiful Challenge Grants \n", "1334 Ecosystem Restoration Program \n", "1335 America the Beautiful Challenge Grants \n", "1336 Grants For States And Tribes For Voluntary Res... \n", "1337 Ecosystem Restoration Program \n", "\n", " ProjectTit \\\n", "0 Integrated Habitat Enhancement Initiative to B... \n", "1 Guam's Integrated Habitat Enhancement Initiative \n", "2 Guam Coconut Rhinoceros Beetle Pesticide Tree ... \n", "3 Eradicating Little Fire Ants within the propos... \n", "4 Restoring Degraded Forests and Badlands on Guam \n", "... ... \n", "1333 Leveraging Public-Private Partnerships to Conn... \n", "1334 Sandy Point NWR Facility Updates \n", "1335 Swains Island Tropical Ecosystem Restoration a... \n", "1336 Swains Island (AS) Tropical Ecosystem Restorat... \n", "1337 Toetu Auomanu Jemima Nafatali Loia Tagoa'I (GI... \n", "\n", " ProjectDes FundingAmo SiteCount \\\n", "0 Enhance 100 acres of low-value habitat to redu... 1921647.0 None \n", "1 None 1726724.0 None \n", "2 initiate a pesticide program servicing the isl... 167815.0 1 \n", "3 Eradicate little fire ants within priority sit... 1006283.0 1 \n", "4 Re-establish connectivity of intact native hab... 1096740.0 1 \n", "... ... ... ... \n", "1333 Create the first conservation corridor that sp... 2109596.0 1 \n", "1334 1. Construction of a Recreational Pavilion\\n2.... 250095.0 1 \n", "1335 Engage community stakeholders and collaborate ... 864262.0 None \n", "1336 None 864262.0 None \n", "1337 Cleanup the second largest wetland ecosystem i... 389025.0 1 \n", "\n", " AgencyName \\\n", "0 Department of the Interior \n", "1 Department of the Interior \n", "2 Department of the Interior \n", "3 Department of Defense and the Department of th... \n", "4 Department of the Interior \n", "... ... \n", "1333 Department of the Interior and Department of C... \n", "1334 Department of the Interior \n", "1335 Department of the Interior \n", "1336 Department of the Interior \n", "1337 Department of the Interior \n", "\n", " Bureau FYFunded \\\n", "0 U.S. Fish and Wildlife Service 2022 \n", "1 DOI Office of the Secretary None \n", "2 Office of Insular Affairs 2022 \n", "3 U.S. Fish and Wildlife Service 2023 \n", "4 U.S. Fish and Wildlife Service 2023 \n", "... ... ... \n", "1333 U.S. Fish and Wildlife Service and the Nationa... 2023 \n", "1334 Office of Insular Affairs 2022 \n", "1335 U.S. Fish and Wildlife Service 2022 \n", "1336 DOI Office of the Secretary None \n", "1337 Office of Insular Affairs 2022 \n", "\n", " Status Lat Long LatLongTyp \\\n", "0 None 13.259034 144.704424 None \n", "1 Announced 13.438381 144.745223 State \n", "2 None 13.582404 144.769157 Micronesia region, Guam \n", "3 Awarded-Pending 13.390067 144.716326 None \n", "4 Awarded-Pending 13.401840 144.752712 None \n", "... ... ... ... ... \n", "1333 Awarded-Pending 17.732785 -64.768462 None \n", "1334 None 17.737804 -64.836004 St. Croix, U.S. Virgin Islands \n", "1335 None -11.055876 -171.078438 None \n", "1336 Announced -14.271000 -170.132000 State \n", "1337 None -14.330134 -170.780049 Leone village, American Samoa \n", "\n", " ProjectWeb ImageLink \\\n", "0 None None \n", "1 https://www.doi.gov/pressreleases/biden-harris... None \n", "2 None None \n", "3 None None \n", "4 None None \n", "... ... ... \n", "1333 None None \n", "1334 None None \n", "1335 None None \n", "1336 https://www.doi.gov/pressreleases/biden-harris... None \n", "1337 None None \n", "\n", " Notes \\\n", "0 FundingAmmount = \"TotalAmmount\" field in soruc... \n", "1 None \n", "2 None \n", "3 None \n", "4 None \n", "... ... \n", "1333 None \n", "1334 None \n", "1335 FundingAmmount = \"TotalAmmount\" field in soruc... \n", "1336 None \n", "1337 None \n", "\n", " geometry \n", "0 MULTIPOINT (144.70442 13.25903) \n", "1 MULTIPOINT (144.74522 13.43838) \n", "2 MULTIPOINT (144.76916 13.58240) \n", "3 MULTIPOINT (144.71633 13.39007) \n", "4 MULTIPOINT (144.75271 13.40184) \n", "... ... \n", "1333 MULTIPOINT (-64.76846 17.73278) \n", "1334 MULTIPOINT (-64.83600 17.73780) \n", "1335 MULTIPOINT (-171.07844 -11.05588) \n", "1336 MULTIPOINT (-170.13200 -14.27100) \n", "1337 MULTIPOINT (-170.78005 -14.33013) \n", "\n", "[1338 rows x 20 columns]" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "BIL=\"https://data.source.coop/cboettig/conservation-policy/bipartisan-infrastructure-law-restoration-projects.geojson\"\n", "df = gpd.read_file(BIL)\n", "df" ] }, { "cell_type": "code", "execution_count": 4, "id": "885f8b99-a692-4796-a243-22e26124f2d8", "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "