{
"cells": [
{
"cell_type": "markdown",
"id": "d2174d6b",
"metadata": {
"editable": true,
"slideshow": {
"slide_type": ""
},
"tags": []
},
"source": [
"# Exercise: Run a cluster analysis\n"
]
},
{
"cell_type": "markdown",
"id": "1c0b2e16",
"metadata": {
"editable": true,
"slideshow": {
"slide_type": ""
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"tags": []
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"source": [
"**Goal**:\n",
"You will use the skills you've learned throughout the course to conduct two analyses where you compute the Moran's I statistic. Additionally, you will explore how to run a sptial correlation between two variables.\n",
"\n",
"**Step 1**\n",
"Load the `Toronto_Neighbourhoods.geojson` and `toronto_health_data_2017.csv` files into python.\n",
"\n",
"**Step 2**\n",
"Merge the health data with the spatial data\n",
"\n",
"**Step 3**\n",
"Generate maps of two of the three health variables included in the dataset (e.g., pick diabetes and mental health, or mental health and asthma). Make sure to classify the data and make it look nice. \n",
"\n",
"For each of the two columns do the following to pratice *spatial autocorrelation*:\n",
"\n",
"**Step 4**\n",
"Calculate a weights matrix using `libpysal` (referred to as `lps` below).\n",
"*Hint* The function is `lps.weights.Queen.from_dataframe`.\n",
"\n",
"**Step 5**\n",
"Use the `esda.Moran()` function to calculate the moran's I statistic and plot it. \n",
"\n",
"**Step 6**\n",
"Use the `esda.Moran_Local()` function to calculate the LISA statistic and plot it.\n",
"\n",
"**Step 7**\n",
"Interpret the global and local Moran's statistics in a few sentences. What do they tell us about the spatial distribution of the two health outcomes you selected?\n",
"\n",
"Do the following steps to explore *spatial correlation*\n",
"\n",
"**Step 8**\n",
"Two options to conduct sptial correlation:\n",
"1. Use a linear regression between the spatial lags of one health outcomes and the spatial lags of the other one.\n",
"2. Calcuating Lee's L statistics (similar with Moran's I, but apply to two or more variables). See [wiki](https://en.wikipedia.org/wiki/Lee%27s_L) and [esda.Spatial_pearson](https://pysal.org/esda/generated/esda.Spatial_Pearson.html) for how to do it.\n",
"\n",
"**Step 9**\n",
"Interpret the spatial correlation results. Do they tell us whether the spatial distribution of the two health outcomes are similar?"
]
},
{
"cell_type": "code",
"execution_count": 67,
"id": "6909af8e",
"metadata": {
"editable": true,
"slideshow": {
"slide_type": ""
},
"tags": []
},
"outputs": [],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"import geopandas as gpd\n",
"import matplotlib.pyplot as plt\n",
"import mapclassify\n",
"import esda\n",
"import splot\n",
"import libpysal as lps\n",
"import contextily as cx\n",
"from splot.esda import moran_scatterplot\n",
"from splot.esda import lisa_cluster\n",
"from statsmodels.formula.api import ols"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "a2589c14",
"metadata": {
"editable": true,
"slideshow": {
"slide_type": ""
},
"tags": []
},
"outputs": [],
"source": [
"#start your code here - add cells as needed"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "2e3eb187",
"metadata": {
"editable": true,
"slideshow": {
"slide_type": ""
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"tags": []
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"outputs": [
{
"data": {
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"
\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" name \n",
" nbrhd_spat_id \n",
" geometry \n",
" Neighbid \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" Casa Loma (96) \n",
" 096 \n",
" POLYGON ((-79.41469 43.67391, -79.41485 43.674... \n",
" 96 \n",
" \n",
" \n",
" 1 \n",
" Annex (95) \n",
" 095 \n",
" POLYGON ((-79.39414 43.66872, -79.39588 43.668... \n",
" 95 \n",
" \n",
" \n",
" 2 \n",
" Caledonia-Fairbank (109) \n",
" 109 \n",
" POLYGON ((-79.46021 43.68156, -79.46044 43.681... \n",
" 109 \n",
" \n",
" \n",
" 3 \n",
" Woodbine Corridor (64) \n",
" 064 \n",
" POLYGON ((-79.31485 43.66674, -79.3166 43.6663... \n",
" 64 \n",
" \n",
" \n",
" 4 \n",
" Lawrence Park South (103) \n",
" 103 \n",
" POLYGON ((-79.41096 43.70408, -79.41165 43.703... \n",
" 103 \n",
" \n",
" \n",
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\n",
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"
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"text/plain": [
" name nbrhd_spat_id \\\n",
"0 Casa Loma (96) 096 \n",
"1 Annex (95) 095 \n",
"2 Caledonia-Fairbank (109) 109 \n",
"3 Woodbine Corridor (64) 064 \n",
"4 Lawrence Park South (103) 103 \n",
"\n",
" geometry Neighbid \n",
"0 POLYGON ((-79.41469 43.67391, -79.41485 43.674... 96 \n",
"1 POLYGON ((-79.39414 43.66872, -79.39588 43.668... 95 \n",
"2 POLYGON ((-79.46021 43.68156, -79.46044 43.681... 109 \n",
"3 POLYGON ((-79.31485 43.66674, -79.3166 43.6663... 64 \n",
"4 POLYGON ((-79.41096 43.70408, -79.41165 43.703... 103 "
]
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"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# 1) import data and clean\n",
"\n",
"## Neighborhood data\n",
"nbrhd = gpd.GeoDataFrame.from_file(\"Toronto_Neighbourhoods.geojson\")\n",
"important_spat_cols = nbrhd.columns[[4, 5, 17]]\n",
"colnames_spat = {important_spat_cols[0]: 'name',\n",
" important_spat_cols[1] : 'nbrhd_spat_id',\n",
" important_spat_cols[2] : 'geometry'}\n",
"nbrhd_simple = nbrhd.copy()\n",
"nbrhd_simple = nbrhd_simple[important_spat_cols]\n",
"nbrhd_simple.rename(columns = colnames_spat, inplace=True)\n",
"\n",
"# remember to change the data type of neighbor id\n",
"nbrhd_simple[\"Neighbid\"] = nbrhd_simple[\"nbrhd_spat_id\"].astype(int) \n",
"nbrhd_simple.head()"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "6586fc99",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" Neighbid \n",
" Name \n",
" diabetes \n",
" asthma \n",
" mentalhealth \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" 1 \n",
" West Humber-Clairville \n",
" 18.2 \n",
" 15.9 \n",
" 7.2 \n",
" \n",
" \n",
" 1 \n",
" 2 \n",
" Mount Olive-Silverstone-Jamestown \n",
" 18.4 \n",
" 14.6 \n",
" 8.1 \n",
" \n",
" \n",
" 2 \n",
" 3 \n",
" Thistletown-Beaumond Heights \n",
" 17.7 \n",
" 16.0 \n",
" 8.4 \n",
" \n",
" \n",
" 3 \n",
" 4 \n",
" Rexdale-Kipling \n",
" 17.5 \n",
" 16.7 \n",
" 9.0 \n",
" \n",
" \n",
" 4 \n",
" 5 \n",
" Elms-Old Rexdale \n",
" 17.0 \n",
" 19.0 \n",
" 8.9 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Neighbid Name diabetes asthma mentalhealth\n",
"0 1 West Humber-Clairville 18.2 15.9 7.2\n",
"1 2 Mount Olive-Silverstone-Jamestown 18.4 14.6 8.1\n",
"2 3 Thistletown-Beaumond Heights 17.7 16.0 8.4\n",
"3 4 Rexdale-Kipling 17.5 16.7 9.0\n",
"4 5 Elms-Old Rexdale 17.0 19.0 8.9"
]
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"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"## Health data\n",
"\n",
"health = pd.read_csv('toronto_health_data_2017.csv')\n",
"health_rename_dict = {\n",
" 'NeighbID': 'Neighbid',\n",
" 'prev_diab_20up': 'diabetes',\n",
" 'prev_asthma_0up': 'asthma',\n",
" 'prev_mh_20up': 'mentalhealth'\n",
"}\n",
"health.rename(columns = health_rename_dict, inplace=True)\n",
"health.head()"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "126c2557",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" name \n",
" nbrhd_spat_id \n",
" geometry \n",
" Neighbid \n",
" \n",
" \n",
" \n",
" \n",
" 30 \n",
" West Humber-Clairville (1) \n",
" 001 \n",
" POLYGON ((-79.55236 43.70947, -79.55238 43.709... \n",
" 1 \n",
" \n",
" \n",
" 40 \n",
" Mount Olive-Silverstone-Jamestown (2) \n",
" 002 \n",
" POLYGON ((-79.60338 43.75786, -79.60205 43.758... \n",
" 2 \n",
" \n",
" \n",
" 124 \n",
" Thistletown-Beaumond Heights (3) \n",
" 003 \n",
" POLYGON ((-79.57751 43.73384, -79.57806 43.734... \n",
" 3 \n",
" \n",
" \n",
" 122 \n",
" Rexdale-Kipling (4) \n",
" 004 \n",
" POLYGON ((-79.55512 43.7151, -79.55504 43.7148... \n",
" 4 \n",
" \n",
" \n",
" 22 \n",
" Elms-Old Rexdale (5) \n",
" 005 \n",
" POLYGON ((-79.55512 43.7151, -79.55569 43.7163... \n",
" 5 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" name nbrhd_spat_id \\\n",
"30 West Humber-Clairville (1) 001 \n",
"40 Mount Olive-Silverstone-Jamestown (2) 002 \n",
"124 Thistletown-Beaumond Heights (3) 003 \n",
"122 Rexdale-Kipling (4) 004 \n",
"22 Elms-Old Rexdale (5) 005 \n",
"\n",
" geometry Neighbid \n",
"30 POLYGON ((-79.55236 43.70947, -79.55238 43.709... 1 \n",
"40 POLYGON ((-79.60338 43.75786, -79.60205 43.758... 2 \n",
"124 POLYGON ((-79.57751 43.73384, -79.57806 43.734... 3 \n",
"122 POLYGON ((-79.55512 43.7151, -79.55504 43.7148... 4 \n",
"22 POLYGON ((-79.55512 43.7151, -79.55569 43.7163... 5 "
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"## Check the order of the neighborhood id\n",
"nbrhd_simple.sort_values(by = 'Neighbid').head()"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "9ae3ab61",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" name \n",
" nbrhd_spat_id \n",
" geometry \n",
" Neighbid \n",
" Name \n",
" diabetes \n",
" asthma \n",
" mentalhealth \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" Casa Loma (96) \n",
" 096 \n",
" POLYGON ((-79.41469 43.67391, -79.41485 43.674... \n",
" 96 \n",
" Casa Loma \n",
" 8.1 \n",
" 13.6 \n",
" 9.3 \n",
" \n",
" \n",
" 1 \n",
" Annex (95) \n",
" 095 \n",
" POLYGON ((-79.39414 43.66872, -79.39588 43.668... \n",
" 95 \n",
" Annex \n",
" 7.4 \n",
" 12.4 \n",
" 9.7 \n",
" \n",
" \n",
" 2 \n",
" Caledonia-Fairbank (109) \n",
" 109 \n",
" POLYGON ((-79.46021 43.68156, -79.46044 43.681... \n",
" 109 \n",
" Caledonia-Fairbank \n",
" 14.3 \n",
" 16.6 \n",
" 9.8 \n",
" \n",
" \n",
" 3 \n",
" Woodbine Corridor (64) \n",
" 064 \n",
" POLYGON ((-79.31485 43.66674, -79.3166 43.6663... \n",
" 64 \n",
" Woodbine Corridor \n",
" 8.9 \n",
" 14.7 \n",
" 10.3 \n",
" \n",
" \n",
" 4 \n",
" Lawrence Park South (103) \n",
" 103 \n",
" POLYGON ((-79.41096 43.70408, -79.41165 43.703... \n",
" 103 \n",
" Lawrence Park South \n",
" 6.2 \n",
" 14.7 \n",
" 8.3 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" name nbrhd_spat_id \\\n",
"0 Casa Loma (96) 096 \n",
"1 Annex (95) 095 \n",
"2 Caledonia-Fairbank (109) 109 \n",
"3 Woodbine Corridor (64) 064 \n",
"4 Lawrence Park South (103) 103 \n",
"\n",
" geometry Neighbid \\\n",
"0 POLYGON ((-79.41469 43.67391, -79.41485 43.674... 96 \n",
"1 POLYGON ((-79.39414 43.66872, -79.39588 43.668... 95 \n",
"2 POLYGON ((-79.46021 43.68156, -79.46044 43.681... 109 \n",
"3 POLYGON ((-79.31485 43.66674, -79.3166 43.6663... 64 \n",
"4 POLYGON ((-79.41096 43.70408, -79.41165 43.703... 103 \n",
"\n",
" Name diabetes asthma mentalhealth \n",
"0 Casa Loma 8.1 13.6 9.3 \n",
"1 Annex 7.4 12.4 9.7 \n",
"2 Caledonia-Fairbank 14.3 16.6 9.8 \n",
"3 Woodbine Corridor 8.9 14.7 10.3 \n",
"4 Lawrence Park South 6.2 14.7 8.3 "
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# 2) Merge health data to neighbhorhood\n",
"\n",
"nbrhd_health = nbrhd_simple.merge(health, on='Neighbid')\n",
"nbrhd_health.head()"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "4b38d8b9",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# 3) Map two health outcome variables. We pick diabetes and mentalhealth here\n",
"\n",
"## Before mapping, it is a good idea to see the distribution of the variables\n",
"\n",
"fig, axes = plt.subplots(1, 2, figsize=(10,5))\n",
"\n",
"nbrhd_health.diabetes.hist(ax=axes[0], bins=10)\n",
"nbrhd_health.mentalhealth.hist(ax=axes[1], bins=10)\n"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "05e24473",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Mental Health')"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"## Map the variables in quantiles\n",
"fig, axes = plt.subplots(1, 2, figsize=(20,20))\n",
"\n",
"nbrhd_health.plot(column = 'diabetes', cmap = 'YlOrRd', \n",
" scheme='quantiles',k=5, ax=axes[0],\n",
" legend=True, legend_kwds={'loc': 4, 'title': 'Percent Diabetes', \n",
" 'title_fontsize': 15,'fontsize': 12})\n",
"nbrhd_health.plot(column = 'mentalhealth', cmap = 'YlGnBu', scheme='quantiles',k=5, ax=axes[1],\n",
" legend=True, legend_kwds={'loc': 4, 'title': 'Percent mental health', \n",
" 'title_fontsize': 15,'fontsize': 12})\n",
"\n",
"axes[0].set_title(\"Diabetes\", fontsize = 20)\n",
"axes[1].set_title(\"Mental Health\", fontsize = 20)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "e282e976",
"metadata": {
"editable": true,
"slideshow": {
"slide_type": ""
},
"tags": []
},
"outputs": [
{
"data": {
"text/plain": [
"(, )"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# For each variable\n",
"# 4) calculate a weight matrix\n",
"## Note: the weight matrix is the same for both variables\n",
"\n",
"## Reproject the gdf to a projection coordinate system\n",
"nbrhd_health = nbrhd_health.to_crs(\"EPSG:3857\")\n",
"\n",
"## Create Queen's contiguity weight matrix\n",
"w = lps.weights.Queen.from_dataframe(nbrhd_health, use_index=False)\n",
"\n",
"## Normalization\n",
"w.transform = 'R'\n",
"\n",
"## Plot the contiguity matrix\n",
"fig, axes = plt.subplots(1,1, figsize = (12,12))\n",
"nbrhd_health.plot(ax = axes, edgecolor = 'black', facecolor = 'w')\n",
"w.plot(nbrhd_health, ax=axes, \n",
" edge_kws=dict(color='r', linewidth=1),\n",
" node_kws=dict(marker=''))"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "e176dfb7",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"The Morans I value is: 0.781042692582945\n",
"The p-value of this Morans I value is: 0.001\n"
]
},
{
"data": {
"text/plain": [
"(,\n",
" )"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# 5) Calculate the global Moran's I and plot it\n",
"\n",
"## Diabetes\n",
"\n",
"mi_diabetes = esda.Moran(nbrhd_health['diabetes'], w)\n",
"\n",
"print('The Morans I value is: ', mi_diabetes.I)\n",
"print('The p-value of this Morans I value is: ', mi_diabetes.p_sim)\n",
"\n",
"#visualize!\n",
"splot.esda.moran_scatterplot(mi_diabetes)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "f73f1638",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"The Morans I value is: 0.6056281976101754\n",
"The p-value of this Morans I value is: 0.001\n"
]
},
{
"data": {
"text/plain": [
"(,\n",
" )"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"## Mental health\n",
"\n",
"mi_mentalhealth = esda.Moran(nbrhd_health['mentalhealth'], w)\n",
"\n",
"print('The Morans I value is: ', mi_mentalhealth.I)\n",
"print('The p-value of this Morans I value is: ', mi_mentalhealth.p_sim)\n",
"\n",
"#visualize!\n",
"splot.esda.moran_scatterplot(mi_mentalhealth)"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "dd8498b3",
"metadata": {
"editable": true,
"slideshow": {
"slide_type": ""
},
"tags": []
},
"outputs": [
{
"data": {
"text/plain": [
"(,\n",
" array([,\n",
" , ], dtype=object))"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# 6) Calculate local cluster indicator LISA\n",
"\n",
"## diabetes\n",
"lisa_diabetes = esda.Moran_Local(nbrhd_health['diabetes'], w)\n",
"splot.esda.plot_local_autocorrelation(lisa_diabetes, nbrhd_health, 'diabetes')"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "19a2f894",
"metadata": {
"editable": true,
"slideshow": {
"slide_type": ""
},
"tags": []
},
"outputs": [
{
"data": {
"text/plain": [
"(,\n",
" array([,\n",
" , ], dtype=object))"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"## mental health\n",
"lisa_mentalhealth = esda.Moran_Local(nbrhd_health['mentalhealth'], w)\n",
"splot.esda.plot_local_autocorrelation(lisa_mentalhealth, nbrhd_health, 'mentalhealth')"
]
},
{
"cell_type": "markdown",
"id": "88b12c32-2ae8-46e1-8f14-5636c7ef1f44",
"metadata": {
"editable": true,
"slideshow": {
"slide_type": ""
},
"tags": []
},
"source": [
"### 7) Interpretation of spatial autocorrelation (cluster analysis)\n",
" Make your interpretation here!"
]
},
{
"cell_type": "code",
"execution_count": 69,
"id": "17ab0c22-26d4-491c-9ad6-9999999d9a7b",
"metadata": {
"editable": true,
"slideshow": {
"slide_type": ""
},
"tags": []
},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
" coef std err t P>|t| [0.025 0.975] \n",
" \n",
"\n",
" Intercept 10.4901 0.293 35.753 0.000 9.910 11.070 \n",
" \n",
"\n",
" w_diabetes -0.0983 0.022 -4.543 0.000 -0.141 -0.056 \n",
" \n",
"
"
],
"text/latex": [
"\\begin{center}\n",
"\\begin{tabular}{lcccccc}\n",
"\\toprule\n",
" & \\textbf{coef} & \\textbf{std err} & \\textbf{t} & \\textbf{P$> |$t$|$} & \\textbf{[0.025} & \\textbf{0.975]} \\\\\n",
"\\midrule\n",
"\\textbf{Intercept} & 10.4901 & 0.293 & 35.753 & 0.000 & 9.910 & 11.070 \\\\\n",
"\\textbf{w\\_diabetes} & -0.0983 & 0.022 & -4.543 & 0.000 & -0.141 & -0.056 \\\\\n",
"\\bottomrule\n",
"\\end{tabular}\n",
"\\end{center}"
],
"text/plain": [
""
]
},
"execution_count": 69,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# 8) explore spatial correlation – regress spatiall weighted diabetes on weighted mental health\n",
"\n",
"## Get spatial lags of these two variables\n",
"nbrhd_health['w_diabetes'] = lps.weights.lag_spatial(w, nbrhd_health['diabetes'])\n",
"nbrhd_health['w_mentalhealth'] = lps.weights.lag_spatial(w, nbrhd_health['mentalhealth'])\n",
"\n",
"## Conduct linear regression on the spatial lags\n",
"reg_w_diabetes_mental = ols('w_mentalhealth ~ w_diabetes', data = nbrhd_health).fit()\n",
"reg_w_diabetes_mental_sum = reg_w_diabetes_mental.summary()\n",
"reg_w_diabetes_mental_sum.tables[1]"
]
},
{
"cell_type": "code",
"execution_count": 70,
"id": "0dd05201-d8f9-4f60-9cda-245fab0bc39a",
"metadata": {
"editable": true,
"slideshow": {
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"data": {
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"\n",
"\n",
" coef std err t P>|t| [0.025 0.975] \n",
" \n",
"\n",
" Intercept 9.9831 0.360 27.694 0.000 9.270 10.696 \n",
" \n",
"\n",
" diabetes -0.0566 0.026 -2.162 0.032 -0.108 -0.005 \n",
" \n",
"
"
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"text/latex": [
"\\begin{center}\n",
"\\begin{tabular}{lcccccc}\n",
"\\toprule\n",
" & \\textbf{coef} & \\textbf{std err} & \\textbf{t} & \\textbf{P$> |$t$|$} & \\textbf{[0.025} & \\textbf{0.975]} \\\\\n",
"\\midrule\n",
"\\textbf{Intercept} & 9.9831 & 0.360 & 27.694 & 0.000 & 9.270 & 10.696 \\\\\n",
"\\textbf{diabetes} & -0.0566 & 0.026 & -2.162 & 0.032 & -0.108 & -0.005 \\\\\n",
"\\bottomrule\n",
"\\end{tabular}\n",
"\\end{center}"
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""
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"source": [
"## Normal linear regression as a comparison\n",
"\n",
"reg_diabetes_mental = ols('mentalhealth ~ diabetes', data = nbrhd_health).fit()\n",
"reg_diabetes_mental_sum = reg_diabetes_mental.summary()\n",
"reg_diabetes_mental_sum.tables[1]"
]
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"text": [
"[[ 0.76092951 -0.23864889]\n",
" [-0.23864889 0.57789521]]\n",
"[[0.001 0.001]\n",
" [0.001 0.001]]\n"
]
}
],
"source": [
"# 8) explore spatial correlation - Alternative: use Lee's L estimator\n",
"\n",
"# Initialize caculator\n",
"lee = esda.Spatial_Pearson(w.sparse)\n",
"var1 = nbrhd_health['diabetes'].values.reshape(-1,1)\n",
"var2 = nbrhd_health['mentalhealth'].values.reshape(-1,1)\n",
"\n",
"# Get Lee.L for spatial correlation\n",
"lee.fit(var1, var2)\n",
"\n",
"# Get the correlation matrix and significance\n",
"# Lee'L statistics are the one in upper right and lower left\n",
"print(lee.association_)\n",
"print(lee.significance_)"
]
},
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"source": [
"### 9) Interpretation of spatial correlation\n",
"\n",
" - The spatial lags of diabetes is negatively associated with the spatial lags of mental health.\n",
" - Lee's L is also significant and negative (negative association).\n",
" - This means that these two health conditions have a reverse sptial distribution.\n",
" - Also considering that both of them are sptially clustered, the results indicate that neighborhood clusters with higher diabetes are possibly having lower mental health.\n",
" - This is consistent with the simple regression result where diabetes is negatively associated with mental health."
]
}
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