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Interactive Chart of Foodborne Illness (Chicago)
Raw
README.md

This is an interactive version of a map of foodborne illness reported in Chicago, created by Cory Nissen. I used the dataset compiled by Cory and used rCharts and its bindings to Leaflet to create this map. The code is self-explanatory.

Raw
code.R
# Read data from JSON file
submissions <- rjson::fromJSON(readLines('submissions.json'))
# Add fill colors based on month of submission
submissions <- lapply(submissions, function(l){
l$month = lubridate::month(as.POSIXct(l$created))
l$fillColor = RColorBrewer::brewer.pal(8, 'PuRd')[l$month - 3]
return(l)
})
# Load rCharts and Initialize Map
library(rCharts)
L1 <- Leaflet$new()
# Set Center, Zoom and Tile Provider
L1$setView(c(41.89, -87.38), 10)
L1$tileLayer(provider = 'Stamen.TonerLite')
# Add Data as GeoJSON Layer and Specify Popup and FillColor
L1$geoJson(toGeoJSON(submissions, lat = 'lat', lon = 'lon'),
onEachFeature = '#! function(feature, layer){
layer.bindPopup(feature.properties.restaurant)
} !#',
pointToLayer = "#! function(feature, latlng){
return L.circleMarker(latlng, {
radius: 4,
fillColor: feature.properties.fillColor || 'red',
color: '#000',
weight: 1,
fillOpacity: 0.8
})
} !#"
)
L1$set(width = 1600, height = 800)
L1$enablePopover(TRUE)
Raw
index.html
<!doctype HTML>
<meta charset = 'utf-8'>
<html>
<head>
<link rel='stylesheet' href='http://cdn.leafletjs.com/leaflet-0.5.1/leaflet.css'>
<script src='http://cdn.leafletjs.com/leaflet-0.5.1/leaflet.js' type='text/javascript'></script>
<script src='https://rawgithub.com/leaflet-extras/leaflet-providers/gh-pages/leaflet-providers.js' type='text/javascript'></script>
<script src='http://harrywood.co.uk/maps/examples/leaflet/leaflet-plugins/layer/vector/KML.js' type='text/javascript'></script>
<style>
.rChart {
display: block;
margin-left: auto;
margin-right: auto;
width: 1600px;
height: 800px;
}
</style>
</head>
<body>
<div id='chart23b1478b52d9' class='rChart leaflet'></div>
<script>
var spec = {
"dom": "chart23b1478b52d9",
"width": 1600,
"height": 800,
"urlTemplate": "http://{s}.tile.osm.org/{z}/{x}/{y}.png",
"layerOpts": {
"attribution": "Map data<a href=\"http://openstreetmap.org\">OpenStreetMap</a>\n contributors, Imagery<a href=\"http://mapbox.com\">MapBox</a>"
},
"center": [ 41.89, -87.38 ],
"zoom": 10,
"provider": "Stamen.TonerLite",
"features": [
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.6327458, 41.8816293 ]
},
"properties": {
"id": 132,
"restaurant": "10 S. LaSalle, Chicago, IL",
"created": "2013-11-04 11:35:42 -0600",
"month": 11,
"fillColor": "#91003F"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.7365801, 41.9317523 ]
},
"properties": {
"id": 131,
"restaurant": "4356 West Diversey Avenue, Chicago, IL, United States",
"created": "2013-11-02 11:30:56 -0500",
"month": 11,
"fillColor": "#91003F"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.657268, 41.947631 ]
},
"properties": {
"id": 130,
"restaurant": "3620 N Clark St, Chicago, IL",
"created": "2013-10-29 16:43:30 -0500",
"month": 10,
"fillColor": "#CE1256"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.668037, 41.981292 ]
},
"properties": {
"id": 129,
"restaurant": "5449 North Clark Street, Chicago, IL, United States",
"created": "2013-10-27 13:22:42 -0500",
"month": 10,
"fillColor": "#CE1256"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.634925, 41.8894019 ]
},
"properties": {
"id": 128,
"restaurant": "218 West Kinzie Street, Chicago, IL, United States",
"created": "2013-10-25 16:18:08 -0500",
"month": 10,
"fillColor": "#CE1256"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.7989859, 41.8465321 ]
},
"properties": {
"id": 127,
"restaurant": "2400 S. Home Ave. Berwyn, IL 60402",
"created": "2013-10-24 18:19:18 -0500",
"month": 10,
"fillColor": "#CE1256"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.8163499, 42.0029304 ]
},
"properties": {
"id": 126,
"restaurant": "6705 N Northwest Hwy, Chicago, IL 60631",
"created": "2013-10-23 11:47:55 -0500",
"month": 10,
"fillColor": "#CE1256"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.902313, 41.98032 ]
},
"properties": {
"id": 125,
"restaurant": "Terminal 2, Concourse F, O'Hare International Airport, Chicago, IL, United States",
"created": "2013-10-21 11:40:44 -0500",
"month": 10,
"fillColor": "#CE1256"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.6493388, 41.9431051 ]
},
"properties": {
"id": 124,
"restaurant": "3343 North Halsted Street, Chicago, IL, United States",
"created": "2013-10-17 03:54:02 -0500",
"month": 10,
"fillColor": "#CE1256"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.697586, 41.922615 ]
},
"properties": {
"id": 123,
"restaurant": "2230 North California Avenue, Chicago, IL, United States",
"created": "2013-10-13 15:33:30 -0500",
"month": 10,
"fillColor": "#CE1256"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -88.2073673, 41.7122695 ]
},
"properties": {
"id": 122,
"restaurant": "2860 Show Place Drive, Naperville, IL, United States",
"created": "2013-10-08 20:04:54 -0500",
"month": 10,
"fillColor": "#CE1256"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -88.0795777, 41.9027789 ]
},
"properties": {
"id": 121,
"restaurant": "235 East North Avenue, Glendale Heights, IL, United States",
"created": "2013-10-07 10:45:28 -0500",
"month": 10,
"fillColor": "#CE1256"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ 55.140448, 25.08112 ]
},
"properties": {
"id": 120,
"restaurant": "Ritz Carlton Hotel",
"created": "2013-10-03 15:59:24 -0500",
"month": 10,
"fillColor": "#CE1256"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.6484209, 41.8846411 ]
},
"properties": {
"id": 119,
"restaurant": "820 West Randolph Street, Chicago, IL, United States",
"created": "2013-10-03 14:11:33 -0500",
"month": 10,
"fillColor": "#CE1256"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -86.232516, 43.064106 ]
},
"properties": {
"id": 118,
"restaurant": "100 Washington Avenue, Grand Haven, MI, United States",
"created": "2013-10-01 21:48:54 -0500",
"month": 10,
"fillColor": "#CE1256"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.6649656, 41.9359776 ]
},
"properties": {
"id": 117,
"restaurant": "1429 W Wellington Ave, Chicago, IL",
"created": "2013-10-01 04:03:52 -0500",
"month": 10,
"fillColor": "#CE1256"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.6695137, 41.9418753 ]
},
"properties": {
"id": 116,
"restaurant": "3300 North Ashland Avenue, Chicago, IL, United States",
"created": "2013-09-30 18:24:58 -0500",
"month": 9,
"fillColor": "#E7298A"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.670844, 41.943586 ]
},
"properties": {
"id": 115,
"restaurant": "3407 North Paulina Street, Chicago, IL, United States",
"created": "2013-09-25 08:58:10 -0500",
"month": 9,
"fillColor": "#E7298A"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.6640922, 41.944161 ]
},
"properties": {
"id": 114,
"restaurant": "3424 N Southport Ave, Chicago, IL",
"created": "2013-09-23 09:26:51 -0500",
"month": 9,
"fillColor": "#E7298A"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.6210865, 41.8933676 ]
},
"properties": {
"id": 113,
"restaurant": "247 East Ontario Street, Chicago, IL, United States",
"created": "2013-09-21 14:03:44 -0500",
"month": 9,
"fillColor": "#E7298A"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.6260586, 41.8806852 ]
},
"properties": {
"id": 112,
"restaurant": "35 East Monroe Street, Chicago, IL",
"created": "2013-09-21 13:19:39 -0500",
"month": 9,
"fillColor": "#E7298A"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.6219964, 41.8849306 ]
},
"properties": {
"id": 111,
"restaurant": "200 East Randolph Street, Chicago, IL",
"created": "2013-09-18 09:16:30 -0500",
"month": 9,
"fillColor": "#E7298A"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.7085003, 41.9706924 ]
},
"properties": {
"id": 110,
"restaurant": "4911 North Kedzie Avenue, Chicago, IL, United States",
"created": "2013-09-17 20:57:39 -0500",
"month": 9,
"fillColor": "#E7298A"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.7670459, 41.967471 ]
},
"properties": {
"id": 109,
"restaurant": "4729 North Central Avenue Chicago, IL 60630",
"created": "2013-09-16 20:28:36 -0500",
"month": 9,
"fillColor": "#E7298A"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.6357793, 41.5331112 ]
},
"properties": {
"id": 108,
"restaurant": "3760 N Halsted St",
"created": "2013-09-16 13:15:56 -0500",
"month": 9,
"fillColor": "#E7298A"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.627639, 41.901779 ]
},
"properties": {
"id": 107,
"restaurant": "18 East Bellevue Place, Chicago, IL, United States",
"created": "2013-09-14 16:27:37 -0500",
"month": 9,
"fillColor": "#E7298A"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.6548369, 41.9696141 ]
},
"properties": {
"id": 106,
"restaurant": "4818 North Sheridan Road, Chicago, IL",
"created": "2013-09-10 15:42:59 -0500",
"month": 9,
"fillColor": "#E7298A"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.640426, 41.926006 ]
},
"properties": {
"id": 105,
"restaurant": "2413 N Clark St, Chicago IL",
"created": "2013-09-10 11:31:34 -0500",
"month": 9,
"fillColor": "#E7298A"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.668402, 42.0160199 ]
},
"properties": {
"id": 104,
"restaurant": "1505 W Jarvis Ave, Chicago, IL 60626",
"created": "2013-09-09 22:37:20 -0500",
"month": 9,
"fillColor": "#E7298A"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.6872086, 41.9176883 ]
},
"properties": {
"id": 103,
"restaurant": "2001 North Western Avenue, Chicago, IL, United States",
"created": "2013-09-04 13:23:18 -0500",
"month": 9,
"fillColor": "#E7298A"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.6464892, 41.8810989 ]
},
"properties": {
"id": 102,
"restaurant": "733 West Madison Street, Chicago, IL",
"created": "2013-09-03 19:38:12 -0500",
"month": 9,
"fillColor": "#E7298A"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.8374202, 41.9811303 ]
},
"properties": {
"id": 101,
"restaurant": "8420 W Bryn Mawr Ave, Chicago, IL",
"created": "2013-08-30 23:21:14 -0500",
"month": 8,
"fillColor": "#DF65B0"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.626358, 41.868779 ]
},
"properties": {
"id": 100,
"restaurant": "1112 South Wabash Avenue, Chicago, IL, United States",
"created": "2013-08-30 08:51:00 -0500",
"month": 8,
"fillColor": "#DF65B0"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.9447846, 41.9289846 ]
},
"properties": {
"id": 99,
"restaurant": "200 W Diversey Ave, Chicago, IL",
"created": "2013-08-29 13:20:51 -0500",
"month": 8,
"fillColor": "#DF65B0"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.7490567, 42.06175 ]
},
"properties": {
"id": 98,
"restaurant": "4937 Old Orchard Shopping Center, Skokie, IL",
"created": "2013-08-29 10:39:49 -0500",
"month": 8,
"fillColor": "#DF65B0"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.6304755, 41.9038958 ]
},
"properties": {
"id": 97,
"restaurant": "51 West Division Street, Chicago, IL, United States",
"created": "2013-08-28 17:09:04 -0500",
"month": 8,
"fillColor": "#DF65B0"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.7142258, 41.6913701 ]
},
"properties": {
"id": 96,
"restaurant": "3752 West 111th Street, Chicago, IL",
"created": "2013-08-27 18:12:31 -0500",
"month": 8,
"fillColor": "#DF65B0"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.6346714, 41.8817605 ]
},
"properties": {
"id": 95,
"restaurant": "201 W Madison St, Chicago, IL",
"created": "2013-08-27 17:07:57 -0500",
"month": 8,
"fillColor": "#DF65B0"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.7222565, 41.9026897 ]
},
"properties": {
"id": 94,
"restaurant": "3819 W Division St, Chicago, IL",
"created": "2013-08-26 18:55:32 -0500",
"month": 8,
"fillColor": "#DF65B0"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.7222565, 41.9026897 ]
},
"properties": {
"id": 93,
"restaurant": "3819 W Division St, Chicago, IL",
"created": "2013-08-26 18:54:39 -0500",
"month": 8,
"fillColor": "#DF65B0"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.6584389, 41.9175398 ]
},
"properties": {
"id": 92,
"restaurant": "1983 North Clybourn Avenue, Chicago, IL, United States",
"created": "2013-08-25 19:51:51 -0500",
"month": 8,
"fillColor": "#DF65B0"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -71.042551, 42.1619739 ]
},
"properties": {
"id": 91,
"restaurant": "Randolph & Michigan Ave.",
"created": "2013-08-25 14:40:46 -0500",
"month": 8,
"fillColor": "#DF65B0"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.6315324, 41.8313433 ]
},
"properties": {
"id": 90,
"restaurant": "333 West 35th Street, Chicago, IL, United States",
"created": "2013-08-23 15:39:03 -0500",
"month": 8,
"fillColor": "#DF65B0"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.655593, 41.86918 ]
},
"properties": {
"id": 89,
"restaurant": "1133 West Taylor Street, Chicago, IL, United States",
"created": "2013-08-22 12:28:48 -0500",
"month": 8,
"fillColor": "#DF65B0"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ 23.9944889, 58.3345346 ]
},
"properties": {
"id": 88,
"restaurant": "test",
"created": "2013-08-20 12:04:18 -0500",
"month": 8,
"fillColor": "#DF65B0"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.6867895, 41.998022 ]
},
"properties": {
"id": 87,
"restaurant": "2244 West Devon Avenue, Chicago, IL, United States",
"created": "2013-08-19 22:21:28 -0500",
"month": 8,
"fillColor": "#DF65B0"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.661236, 42.002707 ]
},
"properties": {
"id": 86,
"restaurant": "6600 North Sheridan Road, Chicago, IL, United States",
"created": "2013-08-19 10:04:53 -0500",
"month": 8,
"fillColor": "#DF65B0"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.652962, 41.9433773 ]
},
"properties": {
"id": 85,
"restaurant": "3369 North Clark Street, Chicago, IL, United States",
"created": "2013-08-18 12:04:37 -0500",
"month": 8,
"fillColor": "#DF65B0"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.9505461, 41.8507773 ]
},
"properties": {
"id": 84,
"restaurant": "105 Oakbrook Center, Oak Brook, IL, United States",
"created": "2013-08-17 17:33:55 -0500",
"month": 8,
"fillColor": "#DF65B0"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.710108, 41.917079 ]
},
"properties": {
"id": 83,
"restaurant": "3281 W Armitage Ave, Chicago, IL",
"created": "2013-08-16 06:56:52 -0500",
"month": 8,
"fillColor": "#DF65B0"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.6867895, 41.998022 ]
},
"properties": {
"id": 82,
"restaurant": "2244 West Devon Avenue, Chicago, IL, United States",
"created": "2013-08-15 12:31:32 -0500",
"month": 8,
"fillColor": "#DF65B0"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.7266371, 41.9316568 ]
},
"properties": {
"id": 81,
"restaurant": "3953 West Diversey Avenue, Chicago, IL, United States",
"created": "2013-08-13 22:34:05 -0500",
"month": 8,
"fillColor": "#DF65B0"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.6273681, 41.8746584 ]
},
"properties": {
"id": 80,
"restaurant": "555 South State Street, Chicago, IL, United States",
"created": "2013-08-13 20:45:42 -0500",
"month": 8,
"fillColor": "#DF65B0"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.637522, 41.8812179 ]
},
"properties": {
"id": 79,
"restaurant": "30 S Wacker Drive",
"created": "2013-08-13 13:11:34 -0500",
"month": 8,
"fillColor": "#DF65B0"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.6390879, 41.8947268 ]
},
"properties": {
"id": 78,
"restaurant": "410 West Huron Street, Chicago, IL, United States",
"created": "2013-08-13 12:00:51 -0500",
"month": 8,
"fillColor": "#DF65B0"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -87.5190206, 41.5626339 ]
},
"properties": {
"id": 77,
"restaurant": "330 Ridge Road, Munster, IN 46321",
"created": "2013-08-13 11:11:57 -0500",
"month": 8,
"fillColor": "#DF65B0"
}
},
{
"type": "Feature",
"geometry": {
"type": "Point",
"coordinates": [ -88.0040257, 42.0036422 ]
},
"properties": {
"id": 76,
"restaurant": "20 Biesterfield Rd Elk Grove Village, IL ",
"created": "2013-08-13 10:31:12 -0500",
"month": 8,
"fillColor": "#DF65B0"
}
},
{
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Raw
submissions.json
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