{ "cells": [ { "cell_type": "markdown", "id": "baa46c60-b4f9-4d4d-8b93-490d2e6814a4", "metadata": {}, "source": [ "# Seeing White* on a Map\n", "\n", "This notebook demonstrates some of the data wrangling and mapping capabilities\n", "of the `censusdis` package. It does the following:\n", "\n", "1. Load metadata on the US Census redistricting data set from 2020\n", "2. Load data on total population and the population of various ractial groups\n", " for every county in the United States\n", "3. Determine the fraction of the population that is white\n", "4. Plot the results on a map\n", "\n", "----\n", "\n", "*With apologies to the [Seeing White](https://www.sceneonradio.org/seeing-white/) podcast for borrowing the name." ] }, { "cell_type": "markdown", "id": "80fe2db4-3f28-4754-b81d-c084faff1837", "metadata": {}, "source": [ "## Basic imports" ] }, { "cell_type": "code", "execution_count": 1, "id": "008c7d17-8fef-41b0-a929-ccf6f8e66eb0", "metadata": {}, "outputs": [], "source": [ "import censusdis.data as ced\n", "import censusdis.maps as cdm\n", "from censusdis.states import ALL_STATES_AND_DC" ] }, { "cell_type": "markdown", "id": "317cf0b0-f9ed-48e0-805c-340df9dd3d83", "metadata": {}, "source": [ "## Setup\n", "\n", "For more details on what we are setting up here, see the comments \n", "in this [introductory notebook](https://github.com/vengroff/censusdis/blob/main/notebooks/SoMa%20DIS%20Demo.ipynb).\n" ] }, { "cell_type": "code", "execution_count": 2, "id": "bde5c644-ba90-4ecf-a560-64b16306233d", "metadata": {}, "outputs": [], "source": [ "CENSUS_API_KEY = None" ] }, { "cell_type": "code", "execution_count": 3, "id": "4871ea9f-30b3-43bf-a095-85182bf1e3df", "metadata": {}, "outputs": [], "source": [ "YEAR = 2020\n", "DATASET = \"dec/pl\"\n", "GROUP = \"P2\"" ] }, { "cell_type": "markdown", "id": "16ccc8e4-d0d7-42e4-a7ee-7ff4ff23c951", "metadata": {}, "source": [ "## Fetch metadata\n", "\n", "We will fetch the metadata on what fields are available and then select the ones\n", "that represent the population count of people who identify as white, possibly mixed \n", "with one or more other races and those who identify as white alone." ] }, { "cell_type": "code", "execution_count": 4, "id": "4b5027e0-fe65-44b4-9892-681f8c9706e9", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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YEARDATASETGROUPVARIABLELABELSUGGESTED_WEIGHTVALUES
02020dec/plP2P2_001N!!Total:NaNNone
12020dec/plP2P2_002N!!Total:!!Hispanic or LatinoNaNNone
22020dec/plP2P2_003N!!Total:!!Not Hispanic or Latino:NaNNone
32020dec/plP2P2_004N!!Total:!!Not Hispanic or Latino:!!Population...NaNNone
42020dec/plP2P2_005N!!Total:!!Not Hispanic or Latino:!!Population...NaNNone
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682020dec/plP2P2_069N!!Total:!!Not Hispanic or Latino:!!Population...NaNNone
692020dec/plP2P2_070N!!Total:!!Not Hispanic or Latino:!!Population...NaNNone
702020dec/plP2P2_071N!!Total:!!Not Hispanic or Latino:!!Population...NaNNone
712020dec/plP2P2_072N!!Total:!!Not Hispanic or Latino:!!Population...NaNNone
722020dec/plP2P2_073N!!Total:!!Not Hispanic or Latino:!!Population...NaNNone
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73 rows × 7 columns

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" ], "text/plain": [ " YEAR DATASET GROUP VARIABLE \\\n", "0 2020 dec/pl P2 P2_001N \n", "1 2020 dec/pl P2 P2_002N \n", "2 2020 dec/pl P2 P2_003N \n", "3 2020 dec/pl P2 P2_004N \n", "4 2020 dec/pl P2 P2_005N \n", ".. ... ... ... ... \n", "68 2020 dec/pl P2 P2_069N \n", "69 2020 dec/pl P2 P2_070N \n", "70 2020 dec/pl P2 P2_071N \n", "71 2020 dec/pl P2 P2_072N \n", "72 2020 dec/pl P2 P2_073N \n", "\n", " LABEL SUGGESTED_WEIGHT VALUES \n", "0 !!Total: NaN None \n", "1 !!Total:!!Hispanic or Latino NaN None \n", "2 !!Total:!!Not Hispanic or Latino: NaN None \n", "3 !!Total:!!Not Hispanic or Latino:!!Population... NaN None \n", "4 !!Total:!!Not Hispanic or Latino:!!Population... NaN None \n", ".. ... ... ... \n", "68 !!Total:!!Not Hispanic or Latino:!!Population... NaN None \n", "69 !!Total:!!Not Hispanic or Latino:!!Population... NaN None \n", "70 !!Total:!!Not Hispanic or Latino:!!Population... NaN None \n", "71 !!Total:!!Not Hispanic or Latino:!!Population... NaN None \n", "72 !!Total:!!Not Hispanic or Latino:!!Population... NaN None \n", "\n", "[73 rows x 7 columns]" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "leaves = ced.variables.group_leaves(DATASET, YEAR, GROUP)\n", "\n", "df_all_variables = ced.variables.all_variables(DATASET, YEAR, GROUP)\n", "\n", "df_all_variables" ] }, { "cell_type": "code", "execution_count": 5, "id": "8933ce90-2f3f-4d29-b4e4-0e6cecf67657", "metadata": {}, "outputs": [], "source": [ "df_total_variables = df_all_variables[\n", " df_all_variables[\"LABEL\"].str.endswith(\"!!Total:\")\n", "]\n", "df_white_alone_variables = df_all_variables[\n", " df_all_variables[\"LABEL\"].str.endswith(\"White alone\")\n", "]\n", "\n", "total_variables = list(df_total_variables[\"VARIABLE\"])\n", "white_alone_variables = list(df_white_alone_variables[\"VARIABLE\"])" ] }, { "cell_type": "markdown", "id": "0f73ac0f-c245-40f7-ace9-9a7d00752719", "metadata": {}, "source": [ "## Load data\n", "\n", "Now that we know what fields we are interested in we can load data for those fields at the county level for all 50 states and DC. Since we are going to want to plot it, we add `with_geometry=True` so that we get back a `gpd.GeoDataFrame` with the geometry of every county instead of a plain `pd.DataFrame`." ] }, { "cell_type": "code", "execution_count": 6, "id": "d567052f-72a9-450c-add5-21761c68e075", "metadata": {}, "outputs": [], "source": [ "gdf_counties = ced.download(\n", " DATASET,\n", " YEAR,\n", " total_variables + white_alone_variables,\n", " state=ALL_STATES_AND_DC,\n", " county=\"*\",\n", " api_key=CENSUS_API_KEY,\n", " with_geometry=True,\n", ")" ] }, { "cell_type": "code", "execution_count": 7, "id": "2d93737c-e7b7-4809-a510-4a0ea6ec00d0", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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STATECOUNTYP2_001NP2_005Ngeometry
0010015880541582POLYGON ((-86.92120 32.65754, -86.92035 32.658...
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" ], "text/plain": [ " STATE COUNTY P2_001N P2_005N \\\n", "0 01 001 58805 41582 \n", "1 01 003 231767 186495 \n", "2 01 005 25223 11086 \n", "3 01 007 22293 16442 \n", "4 01 009 59134 49764 \n", "\n", " geometry \n", "0 POLYGON ((-86.92120 32.65754, -86.92035 32.658... \n", "1 POLYGON ((-88.02858 30.22676, -88.02399 30.230... \n", "2 POLYGON ((-85.74803 31.61918, -85.74544 31.618... \n", "3 POLYGON ((-87.42194 33.00338, -87.33177 33.005... \n", "4 POLYGON ((-86.96336 33.85822, -86.95967 33.857... " ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf_counties.head()" ] }, { "cell_type": "markdown", "id": "cac6158f-2c62-4478-b858-9a6a96865ef5", "metadata": {}, "source": [ "## Summarize the white population\n", "\n", "The next step is to total up the people who identify as white, possibly with other races,\n", "and those who identify as white alone." ] }, { "cell_type": "code", "execution_count": 8, "id": "e57c5cde-517d-4511-991d-a37e72a74edb", "metadata": {}, "outputs": [], "source": [ "gdf_counties[\"white_alone\"] = gdf_counties[white_alone_variables].sum(axis=1)" ] }, { "cell_type": "code", "execution_count": 9, "id": "7948ac3f-aa79-4eff-b2cc-5f7562507930", "metadata": {}, "outputs": [], "source": [ "gdf_counties[\"pct_white_alone\"] = 100.0 * (\n", " gdf_counties[\"white_alone\"] / gdf_counties[total_variables[0]]\n", ")" ] }, { "cell_type": "code", "execution_count": 10, "id": "ae96c826-1a99-4fe1-b3b0-0138ea00b77a", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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P2_001Nwhite_alonepct_white_alone
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" ], "text/plain": [ " P2_001N white_alone pct_white_alone\n", "0 58805 41582 70.711674\n", "1 231767 186495 80.466589\n", "2 25223 11086 43.951949\n", "3 22293 16442 73.754093\n", "4 59134 49764 84.154632" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf_counties[total_variables + [\"white_alone\", \"pct_white_alone\"]].head()" ] }, { "cell_type": "code", "execution_count": 11, "id": "a27dbda1-07e3-4c26-a944-abcce598fc24", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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pct_white_alone
count3143.000000
mean74.150915
std19.804085
min1.776396
25%62.575904
50%80.725998
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" ], "text/plain": [ " pct_white_alone\n", "count 3143.000000\n", "mean 74.150915\n", "std 19.804085\n", "min 1.776396\n", "25% 62.575904\n", "50% 80.725998\n", "75% 90.337848\n", "max 97.404829" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf_counties[[\"pct_white_alone\"]].describe()" ] }, { "cell_type": "markdown", "id": "4e9c85f7-63e9-40bb-be58-a18c1e8c00d4", "metadata": {}, "source": [ "## Load state shapefile\n", "\n", "When we plot the data on a map, we also want to plot the boundaries of\n", "the states. The API we will use will download the shapefiles from the \n", "US Census and cache them in a local filesystem.\n", "\n", "If you want to browse available files you can look at the US Census \n", "[cartographic boundary page](https://www.census.gov/geographies/mapping-files/time-series/geo/cartographic-boundary.2020.html).\n", "\n", "The specific zip file the code will download for us is the 2020 500,000:1 scale state\n", "boundary file\n", "[`cb_2020_us_state_500k.zip`](https://www2.census.gov/geo/tiger/GENZ2020/shp/cb_2020_us_state_500k.zip). " ] }, { "cell_type": "code", "execution_count": 12, "id": "bc56033d-035d-4e14-9939-8427c33527a3", "metadata": {}, "outputs": [], "source": [ "reader = cdm.ShapeReader(year=YEAR)" ] }, { "cell_type": "code", "execution_count": 13, "id": "a1471363-7b9e-4b41-825c-080ce6fb73ad", "metadata": {}, "outputs": [], "source": [ "gdf_state_bounds = reader.read_cb_shapefile(\"us\", \"state\")\n", "gdf_state_bounds = gdf_state_bounds[gdf_state_bounds[\"STATEFP\"].isin(ALL_STATES_AND_DC)]" ] }, { "cell_type": "markdown", "id": "57dc3f2d-261d-44c5-8277-1a3fa2e94222", "metadata": {}, "source": [ "## Plot on a map\n", "\n", "This is a basic plot, that you can style as you wish. Note that we use `cdm.plot_us` and `cdm.plot_us_boundary` because they take care of moving Alaska and Hawaii to a location \n", "where they are easy to visualize. If we did not do this, they would appear in their actual\n", "geographic locations relatively far from the continental US and the Aleutian islands would \n", "be split at ±180° longitude. " ] }, { "cell_type": "code", "execution_count": 14, "id": "be0f0128-7095-43c7-85be-6391c1f6ec40", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "plt.rcParams[\"figure.figsize\"] = (14, 8)\n", "\n", "col, name = \"pct_white_alone\", \"White Alone\"\n", "\n", "ax = cdm.plot_us(\n", " gdf_counties,\n", " col,\n", " cmap=\"gray\",\n", " legend=True,\n", " vmin=0.0,\n", " vmax=100.0,\n", ")\n", "\n", "ax = cdm.plot_us_boundary(gdf_state_bounds, edgecolor=\"black\", linewidth=0.5, ax=ax)\n", "\n", "ax.set_title(f\"{name} Population as a Percent of County Population\")\n", "\n", "ax.tick_params(\n", " left=False,\n", " right=False,\n", " bottom=False,\n", " labelleft=False,\n", " labelbottom=False,\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "6896fcd0-7fa2-4fe5-8115-93c568250a12", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.10" } }, "nbformat": 4, "nbformat_minor": 5 }