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Analyze Boston geographic open data sets
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"notes": "Provides metrics on overall city health based on work done across all facets of the City of Boston.\r\n\r\nFor more information about CityScore, please refer to this link: https://www.boston.gov/cityscore",
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"en": "The Department of Public Works' Construction Inspection Unit (CIU) produces a daily report on all active utility and private sector construction projects taking place in the City, Monday through Friday.\r\n\r\nIt also lists all resurfacing and reconstruction projects. Emergency work that is identified outside of normal business hours is made available on the following day's report. This is a legacy dataset containing active construction sites, with details such as neighborhood, reason for work, and estimated date of completion."
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"publisher": "Department of Innovation and Technology",
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"notes": "The Department of Public Works' Construction Inspection Unit (CIU) produces a daily report on all active utility and private sector construction projects taking place in the City, Monday through Friday.\r\n\r\nIt also lists all resurfacing and reconstruction projects. Emergency work that is identified outside of normal business hours is made available on the following day's report. This is a legacy dataset containing active construction sites, with details such as neighborhood, reason for work, and estimated date of completion.",
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"notes_translated": {
"en": "The Health Division of the Department of Inspectional Services ensures that all food establishments in the City of Boston meet relevant sanitary codes and standards. Businesses that serve food are inspected at least once a year, and follow-up inspections are performed on high risk establishments. Health inspections are also conducted in response to complaints of unsanitary conditions or illness. This is a legacy dataset containing records of individual inspections and results."
},
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"temporal_notes": {
"en": "The majority of inspections within the dataset occurred between April 2006 to current."
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"webstore_last_updated": null,
"datastore_active": true,
"id": "64d6aa98-a3aa-4080-a316-b6d493082091",
"size": null,
"state": "active",
"name_translated": {
"en": "Fire incident reporting 2012"
},
"hash": "",
"description": "Please refer above to data dictionary for Fire incident reporting __[February 2017](https://data.boston.gov/dataset/fire-incident-reporting/resource/0f59c8e6-e028-4dba-a6aa-87bd3304c766)__.",
"format": "CSV",
"description_translated": {
"en": "Please refer above to data dictionary for Fire incident reporting __[February 2017](https://data.boston.gov/dataset/fire-incident-reporting/resource/0f59c8e6-e028-4dba-a6aa-87bd3304c766)__."
},
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"url_type": "upload",
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"name": null,
"language": ["en"],
"created": "2017-04-20T19:10:27.127513",
"data_dictionary": [],
"webstore_url": null,
"url": "https://data.boston.gov/dataset/ac9e373a-1303-4563-b28e-29070229fdfe/resource/64d6aa98-a3aa-4080-a316-b6d493082091/download/2012-bostonfireincidentopendata.csv",
"last_modified": "2017-04-20T19:28:31.107637",
"position": 6,
"revision_id": "a3176319-a2fa-4b14-9b45-4671ef3303fc",
"resource_type": null
}],
"num_resources": 7,
"tags": [],
"groups": [{
"display_name": "Public Safety",
"description": "",
"image_display_url": "https://data.boston.gov/uploads/group/2016-10-05-203537.070084security160.png",
"title": "Public Safety",
"id": "a1d23922-c00a-4d50-9e74-db227d0476cc",
"name": "public-safety"
}],
"contact_point_phone": "(617) 343-3415",
"relationships_as_subject": [],
"publisher": "Department of Innovation and Technology",
"organization": {
"description": "We respond to emergencies including fires, vehicle accidents, hazardous materials incidents, technical rescues, medical assistance and large scale events held in the city.\r\n\r\n<br/>\r\n<a href=\"https://www.boston.gov/departments/fire-operations\" target=\"_blank\">MORE INFO</a>",
"created": "2017-01-17T12:02:27.021653",
"title": "Boston Fire Department",
"name": "boston-fire-department-org",
"is_organization": true,
"state": "active",
"image_url": "https://www.boston.gov/sites/default/files/department_icons/icons_fire_0.png",
"revision_id": "b3ec80cd-4e06-4c52-98cf-4f0fb0ca8d35",
"type": "organization",
"id": "d19479bc-0d5c-4bec-83f4-02759125334a",
"approval_status": "approved"
},
"name": "fire-incident-reporting",
"isopen": true,
"accrual_periodicity": "R/P1M",
"notes": "Fire incidents, to be shared with state and federal governments for reporting. Supports resource allocation.",
"owner_org": "d19479bc-0d5c-4bec-83f4-02759125334a",
"url": "",
"license_url": "http://www.opendefinition.org/licenses/odc-pddl",
"btype": ["tabular"],
"title": "Fire incident reporting",
"revision_id": "6951599c-e0d5-464c-8d5e-56ff6317db24"
}]
}
html {
font-size: 7pt;
color: #182C3B;
font-weight: 400;
}
h1,h2,h3,h4,h5,h6 {
font-weight: 600;
}
#about {
color: #fff;
background-color: #555;
padding: 16px;
border-radius: 8px;
}
.hilite {
color: red;
font-weight: 700;
font-style: italic;
}
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<title>Boston Open Geo Data Sets</title>
<meta name="description" content="">
<meta name="author" content="">
<meta name="viewport" content="width=device-width, initial-scale=1">
<link href="https://fonts.googleapis.com/css?family=Raleway:300,400,500,600" rel="stylesheet" type="text/css">
<link href="https://fonts.googleapis.com/icon?family=Material+Icons"
rel="stylesheet">
<link rel="icon" type="image/png" href="images/favicon.png">
<link rel="stylesheet" href="normalize.css">
<link rel="stylesheet" href="skeleton.css">
<link rel="stylesheet" href="custom.css">
</head>
<body onload="initdata()">
<div class="container">
<h1>Auto-Discovering Open <span class="hilite">Geo</span> Data Sets</h1>
<div class="row">
<div class="eight columns">
<h4>Data sets likely to have geolocation information</h4>
<ul id="geodatasets"></ul>
<h4>Data sets likely to have neighborhood-level classification</h4>
<ul id="neighborhooddatasets"></ul>
<h4>Data sets likely to have addresses</h4>
<ul id="addressdatasets"></ul>
<h4>Data sets likely to have another type of geographic location</h4>
<ul id="geozonedatasets"></ul>
</div><!--end column of data sets-->
<div class="four columns" id="about">
<h3>About</h3>
<p>This page lists datasets from <a href="https://data.boston.gov/">Boston's Open Data Hub</a> that are likely to have geographic coordinates or semi-spatial information, such as addresses, neighborhoods, zip codes, etc.</p>
<p>This is accomplished by programmatically exploiting the <a href="http://ckan.org/">CKAN</a> <a href="http://docs.ckan.org/en/latest/api/index.html"> developer API</a> for retrieving metadata about the Hub's resources, and running heuristics on the data set's field names. The technique is not specific to the Boston data portal. It should work just as well on any CKAN-powered site.</p>
<p>All code is open source under the <a href="https://www.apache.org/licenses/LICENSE-2.0">Apache version 2 license</a> and copyright IBM Corp. 2017. Developed for the <a href="https://data.boston.gov/pages/opendatachallenge">Analyze Boston Open Data Challenge</a>.</p>
</div><!--end column of description-->
</div><!--end row-->
</div><!--end container-->
<script src="https://ajax.googleapis.com/ajax/libs/jquery/2.1.1/jquery.min.js"></script>
<script src="initopendata.js"></script>
</body>
</html>
/* --------------------------------------------------------------------
Copyright IBM Corp. 2017
Licensed under the Apache License, Version 2.0 (the 'License');
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an 'AS IS' BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
------------------------------------------------------------------------*/
const RESOURCES_URL = "./current_package_list_with_resources.json";
// const RESOURCES_URL = "https://data.boston.gov/api/3/action/current_package_list_with_resources?limit=800";
const RESOURCE_VIEW_LIST_BASE = "https://data.boston.gov/api/3/action/resource_view_list?";
const IGNORE_FORMATS = ['PDF', 'ZIP', 'HTML'];
var resourcelist = [];
var neighborhoodlist = [];
var geolist = [];
var addresslist = [];
var geozonelist = [];
function formatResource(resource) {
h = '<li><a href="'+resource['url']+'" target="_blank">';
h += resource['name']+'</a> ('+resource['format']+')</li>';
return h;
}
function updateGeo(resource) {
if (resource.hasOwnProperty('fields')) {
addme = false;
flds = [];
$.each(resource.fields, function (idx,fld) { flds.push(fld.toLowerCase()) });
if ( flds.includes('lat') && flds.includes('lon') ) addme = true;
$.each(flds, function(idx, fld) {
if ( fld.indexOf('location') >= 0 ) addme = true;
else if ( fld == 'geo' || fld == 'geom' || fld == 'the_geom' ) addme = true;
else if ( fld == 'geog' || fld == 'geography' ) addme = true;
else if ( fld == 'latlon' || fld == 'lonlat' ) addme = true;
else if ( fld == 'latlong' || fld == 'longlat' ) addme = true;
});
if ( addme ) {
geolist.push(resource);
$('#geodatasets').append(formatResource(resource));
}
}
}
function updateNeighborhoods(resource) {
if (resource.hasOwnProperty('fields')) {
addme = false;
flds = [];
$.each(resource.fields, function (idx,fld) { flds.push(fld.toLowerCase()) });
$.each(flds, function(idx, fld) {
if ( fld == 'neighborhood' ) addme = true;
else if ( fld.includes('hood') ) addme = true;
else if ( fld.includes('nbrd') ) addme = true;
});
if ( addme ) {
neighborhoodlist.push(resource);
$('#neighborhooddatasets').append(formatResource(resource));
}
}
}
function updateAddresses(resource) {
if (resource.hasOwnProperty('fields')) {
addme = false;
flds = [];
$.each(resource.fields, function (idx,fld) { flds.push(fld.toLowerCase()) });
$.each(flds, function(idx, fld) {
if ( fld.includes('address') ) addme = true;
else if ( fld.includes('street') ) addme = true;
else if ( fld == 'ward' || fld == 'district' || fld == 'beat') addme = true;
else if ( fld == 'zip' || fld == 'zipcode' || fld == 'zip code') addme = true;
});
if ( addme ) {
addresslist.push(resource);
$('#addressdatasets').append(formatResource(resource));
}
}
}
function updateGeoZones(resource) {
if (resource.hasOwnProperty('fields')) {
addme = false;
flds = [];
$.each(resource.fields, function (idx,fld) { flds.push(fld.toLowerCase()) });
$.each(flds, function(idx, fld) {
if ( fld == 'ward' || fld == 'district' || fld == 'beat') addme = true;
else if ( fld == 'zip' || fld == 'zipcode' || fld == 'zip code') addme = true;
else if ( fld == 'block' || fld == 'tract' || fld == 'blockgroup') addme = true;
});
if ( addme ) {
geozonelist.push(resource);
$('#geozonedatasets').append(formatResource(resource));
}
}
}
function initdata() {
$.getJSON(RESOURCES_URL, function(data) {
$.each(data.result, function(idx, package) {
$.each(package.resources, function(ridx, resource) {
if (resource['name'] && resource['format'] && !IGNORE_FORMATS.includes(resource['format']) ) {
rsrc = {
'id': resource['id'],
'name': resource['name'],
'format': resource['format'],
'url': resource['url']
};
resourcelist.push(rsrc);
console.log("pushed "+resource['id']+"...");
}
});
});
$.each(resourcelist, function(idx, resource) {
$.getJSON(RESOURCE_VIEW_LIST_BASE+"id="+resource['id'], function(data) {
$.each(data.result, function(vidx, view) {
if (view && view.hasOwnProperty('show_fields'))
resource['fields'] = view['show_fields'];
updateGeo(resource);
updateNeighborhoods(resource);
updateAddresses(resource);
updateGeoZones(resource);
});
});
});
});
}
------------------------------------------------------------------------
Copyright IBM Corp. 2017
Licensed under the Apache License, Version 2.0 (the 'License');
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an 'AS IS' BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
------------------------------------------------------------------------
/*! normalize.css v3.0.2 | MIT License | git.io/normalize */
/**
* 1. Set default font family to sans-serif.
* 2. Prevent iOS text size adjust after orientation change, without disabling
* user zoom.
*/
html {
font-family: sans-serif; /* 1 */
-ms-text-size-adjust: 100%; /* 2 */
-webkit-text-size-adjust: 100%; /* 2 */
}
/**
* Remove default margin.
*/
body {
margin: 0;
}
/* HTML5 display definitions
========================================================================== */
/**
* Correct `block` display not defined for any HTML5 element in IE 8/9.
* Correct `block` display not defined for `details` or `summary` in IE 10/11
* and Firefox.
* Correct `block` display not defined for `main` in IE 11.
*/
article,
aside,
details,
figcaption,
figure,
footer,
header,
hgroup,
main,
menu,
nav,
section,
summary {
display: block;
}
/**
* 1. Correct `inline-block` display not defined in IE 8/9.
* 2. Normalize vertical alignment of `progress` in Chrome, Firefox, and Opera.
*/
audio,
canvas,
progress,
video {
display: inline-block; /* 1 */
vertical-align: baseline; /* 2 */
}
/**
* Prevent modern browsers from displaying `audio` without controls.
* Remove excess height in iOS 5 devices.
*/
audio:not([controls]) {
display: none;
height: 0;
}
/**
* Address `[hidden]` styling not present in IE 8/9/10.
* Hide the `template` element in IE 8/9/11, Safari, and Firefox < 22.
*/
[hidden],
template {
display: none;
}
/* Links
========================================================================== */
/**
* Remove the gray background color from active links in IE 10.
*/
a {
background-color: transparent;
}
/**
* Improve readability when focused and also mouse hovered in all browsers.
*/
a:active,
a:hover {
outline: 0;
}
/* Text-level semantics
========================================================================== */
/**
* Address styling not present in IE 8/9/10/11, Safari, and Chrome.
*/
abbr[title] {
border-bottom: 1px dotted;
}
/**
* Address style set to `bolder` in Firefox 4+, Safari, and Chrome.
*/
b,
strong {
font-weight: bold;
}
/**
* Address styling not present in Safari and Chrome.
*/
dfn {
font-style: italic;
}
/**
* Address variable `h1` font-size and margin within `section` and `article`
* contexts in Firefox 4+, Safari, and Chrome.
*/
h1 {
font-size: 2em;
margin: 0.67em 0;
}
/**
* Address styling not present in IE 8/9.
*/
mark {
background: #ff0;
color: #000;
}
/**
* Address inconsistent and variable font size in all browsers.
*/
small {
font-size: 80%;
}
/**
* Prevent `sub` and `sup` affecting `line-height` in all browsers.
*/
sub,
sup {
font-size: 75%;
line-height: 0;
position: relative;
vertical-align: baseline;
}
sup {
top: -0.5em;
}
sub {
bottom: -0.25em;
}
/* Embedded content
========================================================================== */
/**
* Remove border when inside `a` element in IE 8/9/10.
*/
img {
border: 0;
}
/**
* Correct overflow not hidden in IE 9/10/11.
*/
svg:not(:root) {
overflow: hidden;
}
/* Grouping content
========================================================================== */
/**
* Address margin not present in IE 8/9 and Safari.
*/
figure {
margin: 1em 40px;
}
/**
* Address differences between Firefox and other browsers.
*/
hr {
-moz-box-sizing: content-box;
box-sizing: content-box;
height: 0;
}
/**
* Contain overflow in all browsers.
*/
pre {
overflow: auto;
}
/**
* Address odd `em`-unit font size rendering in all browsers.
*/
code,
kbd,
pre,
samp {
font-family: monospace, monospace;
font-size: 1em;
}
/* Forms
========================================================================== */
/**
* Known limitation: by default, Chrome and Safari on OS X allow very limited
* styling of `select`, unless a `border` property is set.
*/
/**
* 1. Correct color not being inherited.
* Known issue: affects color of disabled elements.
* 2. Correct font properties not being inherited.
* 3. Address margins set differently in Firefox 4+, Safari, and Chrome.
*/
button,
input,
optgroup,
select,
textarea {
color: inherit; /* 1 */
font: inherit; /* 2 */
margin: 0; /* 3 */
}
/**
* Address `overflow` set to `hidden` in IE 8/9/10/11.
*/
button {
overflow: visible;
}
/**
* Address inconsistent `text-transform` inheritance for `button` and `select`.
* All other form control elements do not inherit `text-transform` values.
* Correct `button` style inheritance in Firefox, IE 8/9/10/11, and Opera.
* Correct `select` style inheritance in Firefox.
*/
button,
select {
text-transform: none;
}
/**
* 1. Avoid the WebKit bug in Android 4.0.* where (2) destroys native `audio`
* and `video` controls.
* 2. Correct inability to style clickable `input` types in iOS.
* 3. Improve usability and consistency of cursor style between image-type
* `input` and others.
*/
button,
html input[type="button"], /* 1 */
input[type="reset"],
input[type="submit"] {
-webkit-appearance: button; /* 2 */
cursor: pointer; /* 3 */
}
/**
* Re-set default cursor for disabled elements.
*/
button[disabled],
html input[disabled] {
cursor: default;
}
/**
* Remove inner padding and border in Firefox 4+.
*/
button::-moz-focus-inner,
input::-moz-focus-inner {
border: 0;
padding: 0;
}
/**
* Address Firefox 4+ setting `line-height` on `input` using `!important` in
* the UA stylesheet.
*/
input {
line-height: normal;
}
/**
* It's recommended that you don't attempt to style these elements.
* Firefox's implementation doesn't respect box-sizing, padding, or width.
*
* 1. Address box sizing set to `content-box` in IE 8/9/10.
* 2. Remove excess padding in IE 8/9/10.
*/
input[type="checkbox"],
input[type="radio"] {
box-sizing: border-box; /* 1 */
padding: 0; /* 2 */
}
/**
* Fix the cursor style for Chrome's increment/decrement buttons. For certain
* `font-size` values of the `input`, it causes the cursor style of the
* decrement button to change from `default` to `text`.
*/
input[type="number"]::-webkit-inner-spin-button,
input[type="number"]::-webkit-outer-spin-button {
height: auto;
}
/**
* 1. Address `appearance` set to `searchfield` in Safari and Chrome.
* 2. Address `box-sizing` set to `border-box` in Safari and Chrome
* (include `-moz` to future-proof).
*/
input[type="search"] {
-webkit-appearance: textfield; /* 1 */
-moz-box-sizing: content-box;
-webkit-box-sizing: content-box; /* 2 */
box-sizing: content-box;
}
/**
* Remove inner padding and search cancel button in Safari and Chrome on OS X.
* Safari (but not Chrome) clips the cancel button when the search input has
* padding (and `textfield` appearance).
*/
input[type="search"]::-webkit-search-cancel-button,
input[type="search"]::-webkit-search-decoration {
-webkit-appearance: none;
}
/**
* Define consistent border, margin, and padding.
*/
fieldset {
border: 1px solid #c0c0c0;
margin: 0 2px;
padding: 0.35em 0.625em 0.75em;
}
/**
* 1. Correct `color` not being inherited in IE 8/9/10/11.
* 2. Remove padding so people aren't caught out if they zero out fieldsets.
*/
legend {
border: 0; /* 1 */
padding: 0; /* 2 */
}
/**
* Remove default vertical scrollbar in IE 8/9/10/11.
*/
textarea {
overflow: auto;
}
/**
* Don't inherit the `font-weight` (applied by a rule above).
* NOTE: the default cannot safely be changed in Chrome and Safari on OS X.
*/
optgroup {
font-weight: bold;
}
/* Tables
========================================================================== */
/**
* Remove most spacing between table cells.
*/
table {
border-collapse: collapse;
border-spacing: 0;
}
td,
th {
padding: 0;
}
/*
* Skeleton V2.0.4
* Copyright 2014, Dave Gamache
* www.getskeleton.com
* Free to use under the MIT license.
* http://www.opensource.org/licenses/mit-license.php
* 12/29/2014
*/
/* Table of contents
––––––––––––––––––––––––––––––––––––––––––––––––––
- Grid
- Base Styles
- Typography
- Links
- Buttons
- Forms
- Lists
- Code
- Tables
- Spacing
- Utilities
- Clearing
- Media Queries
*/
/* Grid
–––––––––––––––––––––––––––––––––––––––––––––––––– */
.container {
position: relative;
width: 100%;
max-width: 960px;
margin: 0 auto;
padding: 0 20px;
box-sizing: border-box; }
.column,
.columns {
width: 100%;
float: left;
box-sizing: border-box; }
/* For devices larger than 400px */
@media (min-width: 400px) {
.container {
width: 85%;
padding: 0; }
}
/* For devices larger than 550px */
@media (min-width: 550px) {
.container {
width: 80%; }
.column,
.columns {
margin-left: 4%; }
.column:first-child,
.columns:first-child {
margin-left: 0; }
.one.column,
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.two.columns { width: 13.3333333333%; }
.three.columns { width: 22%; }
.four.columns { width: 30.6666666667%; }
.five.columns { width: 39.3333333333%; }
.six.columns { width: 48%; }
.seven.columns { width: 56.6666666667%; }
.eight.columns { width: 65.3333333333%; }
.nine.columns { width: 74.0%; }
.ten.columns { width: 82.6666666667%; }
.eleven.columns { width: 91.3333333333%; }
.twelve.columns { width: 100%; margin-left: 0; }
.one-third.column { width: 30.6666666667%; }
.two-thirds.column { width: 65.3333333333%; }
.one-half.column { width: 48%; }
/* Offsets */
.offset-by-one.column,
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.offset-by-two.column,
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.offset-by-three.column,
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.offset-by-four.column,
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.offset-by-five.column,
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.offset-by-six.column,
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.offset-by-seven.column,
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.offset-by-eight.column,
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.offset-by-nine.column,
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.offset-by-ten.column,
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.offset-by-eleven.column,
.offset-by-eleven.columns { margin-left: 95.3333333333%; }
.offset-by-one-third.column,
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.offset-by-two-thirds.column,
.offset-by-two-thirds.columns { margin-left: 69.3333333333%; }
.offset-by-one-half.column,
.offset-by-one-half.columns { margin-left: 52%; }
}
/* Base Styles
–––––––––––––––––––––––––––––––––––––––––––––––––– */
/* NOTE
html is set to 62.5% so that all the REM measurements throughout Skeleton
are based on 10px sizing. So basically 1.5rem = 15px :) */
html {
font-size: 62.5%; }
body {
font-size: 1.5em; /* currently ems cause chrome bug misinterpreting rems on body element */
line-height: 1.6;
font-weight: 400;
/*font-family: "HelveticaNeue", "Helvetica Neue", Helvetica, Arial, sans-serif;*/
font-family: "Raleway", "HelveticaNeue", "Helvetica Neue", Helvetica, Arial, sans-serif;
color: #222; }
/* Typography
–––––––––––––––––––––––––––––––––––––––––––––––––– */
h1, h2, h3,