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wroscoe/gist:c5a2c81851d4b60bd3669141e08147de

Created November 21, 2016 20:44
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area boundaries problem
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gistfile1.ipynb
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Problem: Paths that define areas cross each other.\n",
"Shapefiles from the US census have complex geometries where boundaries of an area sometimescross each other. This causes two problems.\n",
"\n",
"1. Visually it looks bad when the area is shown as a polygon using mapbox. \n",
"2. When the boundary is used to determine the contained points (using matplotlib contains_points function) the logic doesnt work. Some points in the area are excluded and some points outside the area are included. \n",
"\n",
"\n",
"##### Examples of polygons that don't work\n",
"1. [Casper Wyoming](https://enigmatic-basin-80909.herokuapp.com/search/?area=urbanarea-14482)\n",
"2. [San Francisco](https://enigmatic-basin-80909.herokuapp.com/search/?area=urbanarea-78904)\n",
"\n",
"##### Examples of polygons that work.\n",
"1. [Jackson Wyoming](https://enigmatic-basin-80909.herokuapp.com/search/?area=urbanarea-42319)\n",
"2. [Cody](https://enigmatic-basin-80909.herokuapp.com/search/?area=urbanarea-18397Cody])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Possible solutions\n",
"1. A script that converts the existing polygons into multipolygons. \n",
"2. A script that imports shape files as multipolygons.\n",
"3. A better way to create polygons that avoids these issues."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Relevant Data"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"200"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"#Here is an example polygon from the sendvote api\n",
"\n",
"import json\n",
"import requests\n",
"\n",
"response = requests.get('http://enigmatic-basin-80909.herokuapp.com/api/area/urbanarea-14482')\n",
"response.status_code"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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" ...]],\n",
" 'type': 'Polygon'},\n",
" 'properties': {'e_lon': -106.219757,\n",
" 'n_lat': 42.935725,\n",
" 'name': 'urbanarea-14482',\n",
" 's_lat': 42.77662,\n",
" 'w_lon': -106.4864},\n",
" 'type': 'Feature'}],\n",
" 'type': 'FeatureCollection'}"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"response.json()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Census Shape files\n",
"https://www.census.gov/cgi-bin/geo/shapefiles/index.php\n",
" "
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": []
}
],
"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": "3.5.2"
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