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Minneapolis Mean Center of Population
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{
"cells": [
{
"cell_type": "code",
"execution_count": 13,
"id": "b0c379e8",
"metadata": {},
"outputs": [],
"source": [
"import censusdata\n",
"import math\n",
"import numpy as np\n",
"import pandas as pd\n",
"import shapely\n",
"import geopandas as gpd\n",
"import osmnx\n",
"import matplotlib.pyplot as plt"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "efcb340c",
"metadata": {},
"outputs": [],
"source": [
"# Download the \"Centers of Population by Census Tract\" for Minnesota in the\n",
"# 2010 Census from\n",
"# https://www.census.gov/geographies/reference-files/time-series/geo/centers-population.html\n",
"centers_df = pd.read_csv(\"CenPop2010_Mean_TR27.txt\", dtype={\n",
" \"STATEFP\": \"str\",\n",
" \"COUNTYFP\": \"str\",\n",
" \"TRACTCE\": \"str\"\n",
"})\n",
"centers_df[\"geography\"] = centers_df.apply(lambda x: censusdata.censusgeo([\n",
" (\"state\", x.STATEFP),\n",
" (\"county\", x.COUNTYFP),\n",
" (\"tract\", x.TRACTCE)\n",
"]), axis=1)\n",
"centers_df = centers_df.set_index(\"geography\")"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "0dffd6bd",
"metadata": {},
"outputs": [],
"source": [
"# Download from https://www2.census.gov/geo/tiger/TIGER2010/TRACT/2010/tl_2010_27_tract10.zip\n",
"tiger_gdf = gpd.read_file(\"zip://tl_2010_27_tract10.zip\")\n",
"tiger_gdf[\"geography\"] = tiger_gdf.apply(lambda x: censusdata.censusgeo([\n",
" (\"state\", x.STATEFP10),\n",
" (\"county\", x.COUNTYFP10),\n",
" (\"tract\", x.TRACTCE10)\n",
"]), axis=1)\n",
"tiger_gdf = tiger_gdf.set_index(\"geography\")"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "213acdfc",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'Minneapolis city, Hennepin County, Minnesota': censusgeo((('state', '27'), ('county', '053'), ('county subdivision', '43000')))}"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"censusdata.geographies(censusdata.censusgeo([\n",
" (\"state\", \"27\"),\n",
" (\"county\", \"053\"),\n",
" (\"county subdivision\", \"43000\")\n",
"]), \"sf1\", 2010)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "732fdfa9",
"metadata": {},
"outputs": [],
"source": [
"tracts_df = pd.DataFrame([\n",
" censusdata.censusgeo([\n",
" geo.params()[0],\n",
" geo.params()[1],\n",
" (\"tract\", geo.params()[4][1])\n",
" ])\n",
" for geo in censusdata.geographies(censusdata.censusgeo([\n",
" (\"state\", \"27\"),\n",
" (\"county\", \"053\"),\n",
" (\"county subdivision\", \"43000\"),\n",
" (\"place/remainder (or part)\", \"43000\"),\n",
" (\"tract (or part)\", \"*\")\n",
" ]), \"sf1\", 2010).values()\n",
"], columns=[\"geography\"])\n",
"tracts_df = tracts_df.set_index(\"geography\")"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "dddbe251",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"True\n"
]
}
],
"source": [
"temp = list(centers_df.index)\n",
"print(all(geo in temp for geo in tracts_df.index))"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "d0d14eeb",
"metadata": {},
"outputs": [],
"source": [
"df = tracts_df.join(centers_df)\n",
"gdf = gpd.GeoDataFrame(df.join(tiger_gdf.geometry))"
]
},
{
"cell_type": "markdown",
"id": "a91135d9",
"metadata": {},
"source": [
"The formula used by the Census to calculate the longitude and latitude of the mean center of population, from [Centers of Population Computation](https://www2.census.gov/geo/pdfs/reference/cenpop2010/COP2010_documentation.pdf), is as follows. It assumes a spherical earth.\n",
"\n",
"$$\n",
"\\overline{\\phi}=\\frac{\\sum w_i \\phi_i}{\\sum w_i}\n",
"$$\n",
"$$\n",
"\\overline{\\lambda}=\\frac{\\sum w_i \\lambda_i cos(\\phi_i)}{\\sum w_i cos(\\phi_i)}\n",
"$$\n",
"\n",
"$\\phi$ is latitude, $\\lambda$ is longitude, and $w$ is population.\n",
"\n",
"To calculate the mean center of population for the city, we will take the centers and population counts of each tract, and perform the same weighted sums."
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "4fb09f7d",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[(-93.26815690388209, 44.96115979781904)]"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"cosines = np.cos(df.LATITUDE * math.pi / 180)\n",
"center_latitude = (df.POPULATION * df.LATITUDE).sum() / df.POPULATION.sum()\n",
"center_longitude = (df.POPULATION * df.LONGITUDE * cosines).sum() / (df.POPULATION * cosines).sum()\n",
"center = shapely.geometry.Point((center_longitude, center_latitude))\n",
"center.coords[:]"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "66d5ee71",
"metadata": {},
"outputs": [],
"source": [
"centers_gdf = gpd.GeoDataFrame(tracts_df.join(centers_df))\n",
"centers_gdf[\"geometry\"] = centers_gdf.apply(lambda x: shapely.geometry.Point((x.LONGITUDE, x.LATITUDE)), axis=1)\n",
"centers_gdf.crs=tiger_gdf.crs"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "972f299f",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"382583"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"centers_gdf.POPULATION.sum()"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "0fbd8d6c",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:>"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 864x864 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"base = gdf.plot(figsize=(12, 12), facecolor=\"white\", edgecolor=\"black\")\n",
"centers_gdf.plot(\"POPULATION\", ax=base, legend=True)"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "75b6ffce",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 864x864 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"base = gdf.plot(figsize=(12, 12), edgecolor=\"white\")\n",
"base.set_title(\"Minneapolis's Mean Center of Population, 2010 Census\", fontdict={\"fontsize\": \"xx-large\"})\n",
"base.set_xticklabels([])\n",
"base.set_yticklabels([])\n",
"gpd.GeoDataFrame([center], columns=[\"geometry\"], crs=gdf.crs).plot(ax=base, color=\"black\")\n",
"None"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"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": "3.6.8"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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