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<!DOCTYPE html>
<html lang="en-us">
<head>
<meta charset="utf-8">
<meta http-equiv="content-type" content="text/html; charset=UTF-8">
<title>Data Visualization</title>
<link rel="shortcut icon" href="data:image/x-icon;," type="image/x-icon">
<meta name="viewport" content="width=device-width, initial-scale=1">
<meta name="description" content="Build projects with Google Data Commons, eCharts, chartJS, Product Life Cycle Assessment, Environmental Impact Modeling Tools, Industry comparison data from the US Environmental Protection Agency (EPA), US Bureau of Economic Analysis (BEA), US Department of Commerce and the US Bureau of Labor Statistics (BLS)">
<meta name="keywords" content="Data Visualization, Environmental, Impact, Model, Commodities, Industries, Supply Chain, Energy, Agriculture, Forestry, Manufacturing, Waste, Energy, Bioproducts, Inflow, Outflow, Job Levels, Value-Added, Air Quality, Greenhouse Gas Emissions, GHG, Land Use, Health, US Bureau of Economic Analysis, BEA, US Department of Commerce, US Environmental Protection Agency, EPA, Input, Output">
<!-- load first for fastest map speed -->
<!--
TO DO: Revise use of JQuery at end of navigation.js within:
$(document).on("change"
<script type="text/javascript" src="../localsite/js/navigation.js" id="/localsite/js/navigation.js"></script>
-->
<link type="text/css" href="../localsite/css/base.css" rel="stylesheet" id="/localsite/css/base.css" />
<script type="text/javascript" src="../localsite/js/d3.v5.min.js" id="/localsite/js/d3.v5.min.js"></script>
<script type="text/javascript" src="../localsite/js/jquery.min.js" id="/localsite/js/jquery.min.js"></script>
<script type="text/javascript" src="../localsite/js/showdown.min.js" id="/localsite/js/showdown.min.js"></script>
<script type="text/javascript" src="../localsite/js/localsite.js?showheader=true&showsearch=true"></script>
<script type="text/javascript" src="../localsite/js/nouislider.min.js"></script>
<link rel="stylesheet" href="../localsite/css/nouislider.min.css" />
<!-- Open Graph / Facebook -->
<meta property="og:type" content="website" />
<meta property="og:url" content="https://model.earth/community/" />
<meta property="og:title" content="Model Earth — Environmental Impact Modeling Tools" />
<meta property="og:description" content="Build projects with Life Cycle Assessment data from the US Environmental Protection Agency (EPA), US Bureau of Economic Analysis (BEA), US Department of Commerce and the US Bureau of Labor Statistics (BLS)" />
<meta property="og:image" content="https://model.earth/community/img/overview/model-earth-impacts.jpg" />
<!-- Meta Tags Generated with https://metatags.io -->
<script>
waitForElm('#mainEarthDisplay').then(() => {
let latLonZoom = "-73.52,34.52,532";
if ($("#globeLatitude").val() && $("#globeLongitude").val()) {
latLonZoom = $("#globeLongitude").val() + "," + $("#globeLatitude").val() + ",532";
} else if (localStorage.latitude && localStorage.longitude) {
latLonZoom = localStorage.longitude + "," + localStorage.latitude + ",532";
}
const hash = getHash();
if (hash.orthographic) latLonZoom = hash.orthographic;
const earthDate = hash.when || 'current';
showGlobalMap(`https://earth.nullschool.net/#${earthDate}/wind/surface/level/orthographic=${latLonZoom}`);
});
// Cache state list properties on initial load
// Stores state names and attributes so we don't need to read from #state_select as it moves between DOM positions
window.stateCacheUS = {};
$(document).ready(function() {
waitForElm('#state_select').then(() => {
$("#state_select option").each(function() {
const stateCode = $(this).val();
if (stateCode) { // Skip empty option
window.stateCacheUS[stateCode] = {
name: $(this).text(),
stateid: $(this).attr('stateid'),
lat: $(this).attr('lat'),
lon: $(this).attr('lon'),
km: $(this).attr('km')
};
}
});
// Call initial iframe update after cache is loaded
waitForElm('#iframe-container').then(() => {
updateDataUSAIframe(true);
});
});
});
// Generate state select options HTML (50 states + DC)
function generateStateOptions(selectedStateCode) {
const validStates = ['AL', 'AK', 'AZ', 'AR', 'CA', 'CO', 'CT', 'DE', 'DC', 'FL', 'GA', 'HI', 'ID', 'IL', 'IN', 'IA', 'KS', 'KY', 'LA', 'ME', 'MD', 'MA', 'MI', 'MN', 'MS', 'MO', 'MT', 'NE', 'NV', 'NH', 'NJ', 'NM', 'NY', 'NC', 'ND', 'OH', 'OK', 'OR', 'PA', 'RI', 'SC', 'SD', 'TN', 'TX', 'UT', 'VT', 'VA', 'WA', 'WV', 'WI', 'WY'];
let optionsHtml = '';
validStates.forEach(stateCode => {
if (window.stateCacheUS && window.stateCacheUS[stateCode]) {
const state = window.stateCacheUS[stateCode];
const selected = stateCode === selectedStateCode ? ' selected' : '';
optionsHtml += `<option value="${stateCode}"${selected}>${state.name}</option>`;
}
});
return optionsHtml;
}
// Update DataUSA iframe when state changes or on initial load
// DataUSA seems to throttle the secondary load time.
function updateDataUSAIframe(forceUpdate) {
const hash = getHash();
const priorHashValue = window.priorHash?.state;
const stateString = hash.state || '';
const stateCodes = stateString.split(',').map(s => s.trim()).filter(Boolean);
const container = $('#iframe-container');
if (!stateCodes.length) {
container.find('.state-iframe-wrapper').remove();
container.hide();
return;
}
container.show();
const conditionPassed = forceUpdate || (stateString && stateString !== priorHashValue);
// alert('updateDataUSAIframe - forceUpdate: ' + forceUpdate + ' - stateString: ' + stateString + ' - priorHashValue: ' + (priorHashValue || 'undefined') + ' - Condition passed: ' + conditionPassed);
// Process if state changed or initial load
if (conditionPassed) {
// Update/create iframes for each state
stateCodes.forEach((stateCode, index) => {
stateCode = stateCode.trim();
// Get state name from cache
let stateName;
if (window.stateCacheUS && window.stateCacheUS[stateCode]) {
stateName = window.stateCacheUS[stateCode].name;
} else {
return; // Skip this state if cache not ready
}
if (stateName && stateName !== "States and Territories...") {
const stateNameLower = stateName.toLowerCase().replace(/\s+/g, '-');
const iframeId = `datastate-${index}`;
const loadingId = `loading-state-${index}`;
let iframe = $(`#${iframeId}`);
// Create iframe wrapper if it doesn't exist
if (!iframe.length) {
const wrapperId = `wrapper-state-${index}`;
const stateOptions = generateStateOptions(stateCode);
const wrapperHtml = `
<div id="${wrapperId}" class="state-iframe-wrapper" style="position:relative; margin-bottom:30px; border:1px solid #ddd; border-radius:4px; overflow:hidden;">
<div style="position:relative; z-index:100; display:flex; align-items:center; justify-content:space-between; padding:10px 15px; background:#f5f5f5; border-bottom:1px solid #ddd;">
<select class="datastate-select" data-iframe-id="${iframeId}" data-index="${index}" style="font-size:16px; font-weight:600; padding:4px 8px; border:1px solid #ccc; border-radius:4px; background:transparent; cursor:pointer;">${stateOptions}</select>
<div class="remove-state-btn" data-state="${stateCode}" data-index="${index}" style="cursor:pointer; width:24px; height:24px; border-radius:50%; background:#fff; border:1px solid #ccc; display:flex; align-items:center; justify-content:center; font-size:14px; color:#666; transition:all 0.2s;" onmouseover="this.style.background='#f44336'; this.style.color='#fff'; this.style.borderColor='#f44336'" onmouseout="this.style.background='#fff'; this.style.color='#666'; this.style.borderColor='#ccc'">×</div>
</div>
<div style="position:relative;">
<div id="${loadingId}" style="display:none; position:absolute; top:10px; right:10px; padding:8px 12px; background:rgba(255,255,255,0.95); border:1px solid #ddd; border-radius:4px; z-index:10; font-size:14px; color:#666; box-shadow:0 2px 4px rgba(0,0,0,0.1);">
Loading...
</div>
<iframe id="${iframeId}" width="100%" height="100%" style="margin-top:-20px; margin-left:-20px; min-height:600px" src="" frameborder="0"></iframe>
</div>
</div>
`;
container.append(wrapperHtml);
iframe = $(`#${iframeId}`);
}
const newSrc = `https://datausa.io/profile/geo/${stateNameLower}/economy/employment_by_industries?viz=true`;
// Update state select and close button in header
const wrapper = iframe.closest('.state-iframe-wrapper');
wrapper.find('.datastate-select').val(stateCode);
wrapper.find('.remove-state-btn').attr('data-state', stateCode);
// Only update if src changed
if (iframe.attr('src') !== newSrc) {
$(`#${loadingId}`).text(stateName + ' Loading').show();
iframe.attr('src', newSrc);
iframe.off('load').on('load', function() {
$(`#${loadingId}`).hide();
});
}
}
});
// Remove extra iframes if we have more than needed
container.find('.state-iframe-wrapper').each(function(index) {
if (index >= stateCodes.length) {
$(this).remove();
}
});
}
}
// Call when state changes
document.addEventListener('hashChangeEvent', function() {
const hash = getHash();
const currentState = hash.state || '';
const priorState = window.priorHash?.state || '';
// Only update if state actually changed
if (currentState !== priorState) {
// alert('hashChangeEvent fired - Current hash.state: ' + hash.state + ' - Prior hash.state: ' + (window.priorHash?.state || 'undefined'));
updateDataUSAIframe(false);
}
});
// Popup handling for state selection
waitForElm('#add-state-btn').then(() => {
$('#add-state-btn').on('click', function() {
// Generate #iframeState select from cache if it doesn't exist
if (!$('#iframeState').length && window.stateCacheUS) {
// 50 states + DC (exclude territories)
const validStates = ['AL', 'AK', 'AZ', 'AR', 'CA', 'CO', 'CT', 'DE', 'DC', 'FL', 'GA', 'HI', 'ID', 'IL', 'IN', 'IA', 'KS', 'KY', 'LA', 'ME', 'MD', 'MA', 'MI', 'MN', 'MS', 'MO', 'MT', 'NE', 'NV', 'NH', 'NJ', 'NM', 'NY', 'NC', 'ND', 'OH', 'OK', 'OR', 'PA', 'RI', 'SC', 'SD', 'TN', 'TX', 'UT', 'VT', 'VA', 'WA', 'WV', 'WI', 'WY'];
let optionsHtml = '<option value="">Select a state...</option>';
Object.keys(window.stateCacheUS)
.filter(stateCode => validStates.includes(stateCode))
.sort((a, b) => {
return window.stateCacheUS[a].name.localeCompare(window.stateCacheUS[b].name);
})
.forEach(stateCode => {
const state = window.stateCacheUS[stateCode];
optionsHtml += `<option value="${stateCode}">${state.name}</option>`;
});
const selectHtml = `<select id="iframeState" style="width:100%; padding:8px; font-size:14px;">${optionsHtml}</select>`;
$('#state-select-popup-holder').html(selectHtml);
}
$('#state-popup').show();
});
});
waitForElm('#close-popup-btn').then(() => {
$('#close-popup-btn').on('click', function() {
$('#state-popup').hide();
});
});
// When state is selected in popup, add to hash
$(document).on('change', '#iframeState', function(event) {
const selectedState = $(this).val();
if (selectedState) {
const hash = getHash();
let currentStates = [];
// If no hash.state, get states from existing iframes in DOM
if (!hash.state || hash.state === '') {
$('#iframe-container .state-iframe-wrapper').each(function() {
const removeBtn = $(this).find('.remove-state-btn');
const stateCode = removeBtn.data('state');
if (stateCode) {
currentStates.push(stateCode);
}
});
} else {
currentStates = hash.state.split(',');
}
// Add new state if not already in list
if (!currentStates.includes(selectedState)) {
currentStates.push(selectedState);
goHash({'state': currentStates.join(',')});
}
// Clear the selection
$(this).val('');
// Close popup
$('#close-popup-btn').click();
}
});
// Handle state selection change in iframe header
$(document).on('change', '.datastate-select', function() {
const newStateCode = $(this).val();
const iframeIndex = $(this).data('index');
if (newStateCode) {
const hash = getHash();
const currentStates = hash.state ? hash.state.split(',').map(state => state.trim()).filter(Boolean) : [];
// Update the state at this index
currentStates[iframeIndex] = newStateCode;
// Update hash
goHash({'state': currentStates.join(',')});
}
// Deselect/blur the menu
$(this).blur();
});
// Remove state when close button is clicked
$(document).on('click', '.remove-state-btn', function() {
// Remove the parent's parent (the wrapper div)
$(this).parent().parent().remove();
// Update hash to reflect remaining states
const remainingStates = [];
$('#iframe-container .state-iframe-wrapper').each(function() {
const iframe = $(this).find('iframe');
const stateCode = iframe.attr('id').replace('datastate-', '');
const hash = getHash();
const allStates = hash.state ? hash.state.split(',') : [];
if (allStates[stateCode]) {
remainingStates.push(allStates[stateCode]);
}
});
// Update hash - leave empty if no states remain
if (remainingStates.length > 0) {
goHash({'state': remainingStates.join(',')});
} else {
goHash({'state': ''});
}
});
</script>
<style>
.headerImage{
display: none;
}
#fullcolumn {
backgroundX: #fafafa;
}
.gobutton {
margin: 0px;
cursor: pointer;
border-radius: 5px;
font-size: 18px;
padding: 14px 12px 15px 12px;
min-height: 38px;
color: #fff;
box-sizing: border-box;
background: #555;
height: 48px;
text-decoration: none;
}
.resultsHolder {
background: rgba(33,33,33,0.95);
color: #fff;
padding: 10px 20px 10px 20px;
font-size: 18px;
border-radius: 5px;
margin-bottom: 8px;
line-height: 26px;
}
.txtbox {
position: relative;
overflow: hidden;
outline: none;
width: 100%;
max-width: 190px;
padding: 0 20px;
height: 48px;
line-height: 60px;
font-size: 24px;
color: #777;
border: solid 1px #b7b7b7;
border-radius: 5px;
margin-right: 7px;
white-space: nowrap;
text-overflow: ellipsis;
float: left;
}
@media (max-width: 1200px) {
#rightcolumn {
display:none;
}
}
#logosRight {
position: absolute;
right: 20px;
bottom: 20px;
}
@media (max-width: 800px) {
#dsround {
display: none !important;
}
#dslogo {
width:190px;
}
#logotoprow {
margin-bottom: -35px !important;
}
#exiobaselogo {
margin-bottom: 30px !important;
}
#dllogo {
max-width: 200px !important;
}
#galogo {
max-width: 200px !important;
}
}
.backgroundStyle {
background-color: rgb(246, 246, 246);
}
.dark .backgroundStyle {
background: #444;
}
.popout {
border: 1px solid #ccc;
padding: 30px;
width:100%;
background:#eee;
}
.popout > h3 {
margin-top:0px;
}
@media (max-width: 1200px) {
.hideMobile1200 {
display: none;
}
}
@media (min-width: 980px) and (max-width: 1100px) {
.topcolumns h2 {
font-size: 18px;
}
}
@media (min-width: 980px) and (max-width: 1100px) {
.topcolumns h2 {
font-size: 16px;
}
}
/* Add to widget.css */
thead th:nth-child(2) {
width: 300px !important;
min-width: 300px !important;
max-width: 300px !important;
}
tbody tr td:nth-child(2) {
width: 300px !important;
min-width: 300px !important;
max-width: 300px !important;
overflow: hidden;
}
.jss1 > div {
max-width: 350px;
}
</style>
</head>
<body>
<div style="clear:both; min-height:250px; display:none" class="displayOnload">
<div class="topcolumns content contentpadding" style="padding-top:0px; padding-bottom:0px; width:100%; max-width:1230px">
<div class="pageColumn">
<div class="pageColumnInside">
<h2>Environmental Impacts</h2>
Choose your location to see which industries are active in your community, which create the most jobs and which have impacts on air, water and health.<br><br>
<a href="../localsite/info/" class="btn btn-success">Local Industries</a>
<!--
<a href="../../community/challenge/">Join our Newsletter</a>
-->
<br><br>
</div>
</div>
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<h2>Collaborative Data Science</h2>
We're collaborating with programmers, students, community reps and designers to create inspiring tools. Get involved adding datasets and updating widgets.<br><br>
<a href="../projects/" class="btn btn-success" style="background-color:rgb(152, 139, 252);border-color:rgb(152, 139, 252)">Project Areas</a>
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<h2>Product Lifecycle Tools</h2>
Join creating product and location profiles that convey a wide range of data on product lifecycles, individual impacts, multi-region IO, and global supply chains.
<!--
We've teamed up with data scientists and educators around the world to integrate data and visualizations in environmental-focused product lifecycle tools.
-->
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<a href="../community/tools/" target="_parent" class="btn btn-success" style="background-color: rgb(31, 83, 173); border-color: rgb(31, 83, 173)">Lifecycle Tools</a>
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<a href="../nisar/">NISAR</a> – The first dual frequency radar imaging satellite tracks earth surface elevation changes with centimeter-level accuracy.<br><br>
<!--
<a href="../profile/trade/">Our International Trade Flow Visualizations</a> use <a href="https://pymrio.readthedocs.io/en/latest/intro.html">Pymirio</a> and <a href="https://mario-suite.readthedocs.io/en/latest/intro.html">MARIO Input-Output Analysis</a><br><br>
<b>Reducing Expenses, Expanding Opportunities</b><br>
1.) Reduce and eliminate government expenses through transparancy and open collaboration.<br>
2.) Identify products and choices that minimize environmental impacts around <a href="/data-commons/">UN Goal Timelines</a>.<br>
3.) Foster opportunities for dynamic pricing that increase inclusion, accountability, and reduced barriers.<br><br>
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<h1 style="color:#fff">Impacts of Goods & Services</h1>
Click a column header to sort by impact. <a href="../localsite/info/#geoview=country" style="color:#fff; text-decoration:underline">View by state and county</a>
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<div style="float:right"><a href="../io/charts" style="color:#fff">Embed Charts</a></div>
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var config = useeio.urlConfig();
var modelID = config.get().model || 'USEEIOv2.0';
var model = useeio.model({
endpoint: '../io/build/api',
model: modelID,
asJsonFiles: true,
});
var sectorList = useeio.sectorList({
model: model,
selector: '.sector-list',
});
config.withDefaults({
view: ["mosaic"],
count: 10,
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config.join(sectorList);
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<a href="../io/coders/" target="_parent" ><img id="right-image" src="img/overview/code-for-america-square.jpg" style=""></a>
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<div style="display:none" class="../challenge/">
Web Challenge Kickoff:<br>
<!--<h2 style="margin-top:0px;padding-top:0px;border:0px">Monday, Sept. 21, 2020</h2>-->
<h2 style="margin-top:0px;padding-top:0px;border:0px">[TBD]</h2>
Web Challenge Awards:<br>
<h2 style="margin-top:0px;padding-top:0px;border:0px">[TBD]<!--Sunday, Oct. 25, 2020--></h2>
</div>
Collaborate on projects using Comtrade-Exiobase international trade data for impact analysis.
<!--
<a href="../io/coders/" target="_parent" style="white-space: nowrap;">Learn More and Get Involved</a>
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<!--
<h1 style="margin-bottom:0px;">48 Hours of Earth Day!</h1>
<h3 style="margin-top:4px;">Friday, April 22, 2022</h3>
Join us for 5 or more hours during Democracy Lab's 48 HOUR EARTH DAY on April 22nd. The event will begin when Earth Day starts in New Zealand (UTC+12), and conclude 48 hours later when the day ends on Howland Island (UTC-12). Project teams will participate from all around the world! <a href="https://www.democracylab.org/projects/834">Join our project team</a><br><br>
-->
<h2>Community Apps for Life Cycle Assessment (LCA)</h2>
<!-- copied from /io -->
<a href="https://www.epa.gov/sciencematters/epa-researchers-working-improve-life-cycle-assessment-capabilities-communities" style="font-size:18px" target="_blank">Working to Improve Life-Cycle Assessment for Communities</a><br>
Sustainable Materials Management (SMM) is a systemic approach to using and reusing materials more productively over their entire life cycle. It represents a change in how our society thinks about the use of natural resources and environmental protection. By looking at a product's entire life cycle, we can find new opportunities to reduce environmental impacts, conserve resources, reduce costs and attract new industries.<br><br>
<!--
<p>
The U.S. Environmental Protection Agency (EPA), Code for America, and the Georgia Center of Innovation for Energy Technology have launched the Sustainable Communities Web Challenge, which will award a total of up to $10,000 across all winning participants. The purpose of this challenge is to customize our interactive community starter pages for a community of interest. These pages integrate tools that show the relationships between industries and the environment and local economy with an eye toward informing community decisions around sustainability. Sustainable communities promote health and well-being, such as through materials reuse and recycling, and prevention of environmental releases, while also being economically robust.
</p>
<p>
The challenge is open to anyone who is interested in creating these community pages, including students from high school through graduate school, community representatives, coders and others. An adult is required to register and oversee participation of any minors.
</p>
<p>
To start, the challenge asks participants to choose a location of interest – ranging from a local community to multiple states. They can then join a community team or create a new team for their community and use our starter pages to start their community page. To create a competitive challenge entry they may further develop, customize, and improve our existing web tools that integrate EPA models and data, or integrate data, tools or imagery from other sources of their choosing relevant to issues in their community. Participants will compete for $10,000 in awards. The challenge will culminate in a full-day showcase event and award presentation on October 2, 2021.
</p><br>
-->
<p>
<a style="font-size:18px" href="../io/">Explore your Community's Impacts</a><br>
Companies like Amazon and General Motors are using the US Environmentally Extended Input-Output <a href="https://www.epa.gov/land-research/us-environmentally-extended-input-output-useeio-models">(USEEIO) Models</a> to analyze economic and environmental impacts across all economic sectors. The model is available for community planning, business development and environmental education through our <a href="../../localsite/info/">Local Industry Comparison Tools</a><br>
</p>
<p>
<a href="../io/learn/" style="font-size:18px">Tools for Research and Teaching</a><br>
Using an economy-wide input-output model of industries, households and the environment, the new online tools help communities identify opportunities for both economic growth and environmental sustainability.
</p>
<!--
Register to participate.
Learn more about the Challenge.
Virtual workshops and Slack channel Information.
Learn more about USEEIO.
-->
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<h3>Project Areas</h3>
<a href="../../projects/">Active Projects</a> - Code Integrations<br>
<!--
<a href="../../apps/">Starter App Pages</a> - Copy and add parameters<br>
<a href="https://model.earth/country-data/map/">3D Globe</a> - MapBox<br>
<a href="https://echarts.apache.org/examples/en/index.html#chart-type-globe">3D Globe</a> - Apache eCharts<br>
-->
<a href="../../io/charts/">React/D3</a> - Inflow-Outflow Charts<br>
<a href="../../data-pipeline">Data Pipeline</a> - Data Sources and Integrations<br>
<a href="../../realitystream/">Python</a> - Machine Learning<br>
<a href="../../community/projects/#ux">UX/UI</a> - Nutrition Labels / Scenario Reporting<br>
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<!--
<a href="../../community/projects/#cinematic">Cinematic</a> - Environmental Impact Apps<br>
<a href="../../apps/smm/">3.0 Mockup</a> - Lifecycle Tools<br>
<a href="../../community/projects/#label">JQuery/React</a> - Environmental Profile Editor<br>
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$('#zip').on("keypress", function(e) {
if (e.keyCode == 13) { // Enter hit
goZip();
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zip = $('#gozip').val();
if (zip.length == 5) {
window.location='../../community/zip/#zip=' + zip; // Projections - coursework
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alert('Please enter a 5 digit zip.');
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