nautilytics
11/5/2013 - 8:33 PM
Illinois Corn Planting Progress 1980 to 2009
Illinois Corn Planting Progress 1980 to 2009
{"1986": [
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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},
{
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"percentage": 98.571428571428569
},
{
"date": 57,
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}
], "2007": [
{
"date": 7,
"percentage": 0.0
},
{
"date": 8,
"percentage": 0.0
},
{
"date": 9,
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},
{
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},
{
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},
{
"date": 12,
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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},
{
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{
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{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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{
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{
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{
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{
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{
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},
{
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{
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], "2004": [
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},
{
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},
{
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{
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},
{
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},
{
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},
{
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{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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{
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},
{
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{
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},
{
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},
{
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},
{
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{
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{
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{
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{
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{
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{
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},
{
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{
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{
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], "2005": [
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},
{
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{
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{
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},
{
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{
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{
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{
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{
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{
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},
{
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{
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},
{
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{
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{
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},
{
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},
{
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},
{
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{
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{
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{
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},
{
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{
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{
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{
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], "2008": [
{
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},
{
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{
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{
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},
{
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{
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},
{
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{
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{
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{
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{
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},
{
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{
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{
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{
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{
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{
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{
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},
{
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{
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{
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{
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{
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{
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},
{
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{
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{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
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{
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},
{
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},
{
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}
], "2009": [
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},
{
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{
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{
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{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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{
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},
{
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{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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{
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{
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{
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},
{
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},
{
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},
{
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},
{
"date": 47,
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},
{
"date": 48,
"percentage": 32.0
},
{
"date": 49,
"percentage": 38.0
},
{
"date": 50,
"percentage": 44.0
},
{
"date": 51,
"percentage": 50.0
},
{
"date": 52,
"percentage": 56.0
},
{
"date": 53,
"percentage": 62.0
},
{
"date": 54,
"percentage": 64.857142857142861
},
{
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},
{
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},
{
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},
{
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},
{
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},
{
"date": 60,
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}
]}year,state_total
1980,93
1981,126
1982,131
1983,79
1984,114
1985,135
1986,135
1987,132
1988,73
1989,123
1990,127
1991,107
1992,149
1993,130
1994,156
1995,113
1996,136
1997,129
1998,141
1999,140
2000,151
2001,152
2002,135
2003,164
2004,180
2005,143
2006,163
2007,175
2008,179
2009,179
2010,179
2011,179
2012,179
2013,179!function(){function E(a,b){return+a.date<+b.date?-1:+a.date>+b.date?1:0}function F(a,g,h){var n=h.map(function(a){return+a.state_total}),o=linearRegression(n,d3.range(n.length));h.forEach(function(a){var b=+a.year;j[b]=+a.state_total,i[b]=+a.state_total+o.slope*(k-b)}),B.domain([0,d3.max(d3.values(i))]),m=g,d=d3.keys(m),e=d3.min(d),f=d3.max(d),$("#year-slider").slider({range:!0,min:+e,max:+f,values:[+e,+f],slide:function(a,b){$("#amount").val(b.values[0]+" - "+b.values[1]),I(b.values[0],b.values[1])}}),$("#amount").val($("#year-slider").slider("values",0)+" - "+$("#year-slider").slider("values",1)),s.append("g").attr("class","axis x").attr("transform","translate(0,"+c+")").call(w).append("text").attr("x",b).attr("y",35).style("text-anchor","end").text("Planting Progress Date"),s.append("g").attr("class","axis y").call(z).append("text").attr("y",-10).style("text-anchor","start").text(x),s.append("g").attr("class","axis y").attr("transform","translate("+b+",0)").call(C).append("text").attr("y",-10).style("text-anchor","end").text(A);var p=s.append("g");d3.entries(m).forEach(function(a){var b=l(a.key-e);p.append("path").attr("stroke",b).on("mouseover",K).on("mouseout",L).attr("class","line").attr("id","year-"+a.key).attr("d",D(a.value.sort(E)))}),t=d3.scale.linear().range(y.domain()).domain(B.domain()),s.append("g").selectAll("path").data(d3.entries(i)).enter().append("path").attr("class","marker").attr("id",function(a){return"marker-"+a.key}).attr("transform",G).attr("d",d3.svg.symbol().type(d3.svg.symbolTypes[1])),I(e,f)}function G(a){var b=m[a.key],c={};d3.values(b).forEach(function(a){return c[+a.percentage]=+a.date});var d=c[H(d3.keys(c),t(a.value))];n[a.key]=d;var e=v(d3.time.day.offset(o,d));return"translate("+e+","+B(a.value)+")"}function H(a,b){var c=_.map(a,function(a){return[a,Math.abs(a-b)]});return _.reduce(c,function(a,b){return a[1]<b[1]?a:b},[-1,999])[0]}function I(a,b){d3.selectAll(".line").style("visibility","hidden"),d3.selectAll(".marker").style("visibility","hidden"),d3.range(a,b+1).forEach(function(a){d3.select("#year-"+a).style("visibility","visible"),d3.select("#marker-"+a).style("visibility","visible")})}function J(){var a=$("#progress-slider").slider("values",0),b=$("#progress-slider").slider("values",1);v.domain([d3.time.day.offset(o,a),d3.time.day.offset(o,b)]),s.selectAll(".axis.x").call(w),d3.entries(m).forEach(function(c){var d=c.value.filter(function(c){return+c.date>=a&&+c.date<=b});d=d.sort(E);var e=d3.max(d,function(a){return null==a.percentage?0/0:+a.percentage});e&&d3.select("#year-"+c.key).data([d]).attr("d",D),d3.select("#marker-"+c.key).attr("transform",G);var f=n[c.key],g="visible";(a>f||f>b)&&(g="hidden"),d3.select("#marker-"+c.key).style("visibility",g)})}function K(){var a="#"+this.id,b=this.id.split("-")[1];d3.selectAll(".line").style("opacity",.1),d3.selectAll(".marker").style("opacity",.1),d3.select(a).style("opacity",1),d3.select("#marker-"+b).style("opacity",1),d3.select("#selectedYear").text(b),d3.select("#selectedYield").text(j[b]+" bu/acre"),d3.select("#selectedDetrendedYield").text(i[b].toFixed(2)+" bu/acre")}function L(){d3.selectAll(".line").style("opacity",1),d3.selectAll(".marker").style("opacity",1),d3.select("#selectedYear").text(""),d3.select("#selectedYield").text(""),d3.select("#selectedDetrendedYield").text("")}var e,f,a=40,b=parseInt(d3.select("#chart").style("width"))-a-a,c=parseInt(d3.select("#chart").style("height"))-a-a,d=[],i={},j={},k=2009,l=d3.scale.category20b(),m={},n={},o=new Date(2013,3,1),p=new Date(2013,5,30),q=Math.abs(o.getTime()-p.getTime()),r=Math.ceil(q/864e5),s=d3.select("#chart").append("svg").attr("width",b+a+a).attr("height",c+a+a).append("g").attr("transform","translate("+a+","+a+")"),t=d3.scale.linear(),u=d3.time.format("%b-%d"),v=d3.time.scale().domain([o,p]).range([0,b]),w=d3.svg.axis().scale(v).tickFormat(u).orient("bottom"),x="Planting Progress (in %)",y=d3.scale.linear().range([c,0]).domain([0,100]),z=d3.svg.axis().scale(y).ticks(4).orient("left"),A="Yield (bu/acre)",B=d3.scale.linear().range([c,0]),C=d3.svg.axis().scale(B).ticks(4).orient("right"),D=d3.svg.line().defined(function(a){return null!=a.percentage}).x(function(a){return v(d3.time.day.offset(o,+a.date))}).y(function(a){return y(+a.percentage)});$("#progress-slider").slider({range:!0,min:0,max:r,values:[0,r],slide:function(a,b){$("#progress").val(u(d3.time.day.offset(o,+b.values[0]))+" - "+u(d3.time.day.offset(o,+b.values[1]))),J()}}),$("#progress").val(u(d3.time.day.offset(o,$("#progress-slider").slider("values",0)))+" - "+u(d3.time.day.offset(o,$("#progress-slider").slider("values",1)))),queue().defer(d3.json,"corn_planting_data.json").defer(d3.csv,"corn_yields_1980_to_2008.csv").await(F)}();function linearRegression(y, x) {
var lr = {};
var sum_x = 0;
var sum_y = 0;
var sum_xy = 0;
var sum_xx = 0;
var sum_yy = 0;
var n = 0;
for (var i = 0; i < y.length; i++) {
if (y[i]) {
sum_x += x[i];
sum_y += y[i];
sum_xy += (x[i] * y[i]);
sum_xx += (x[i] * x[i]);
sum_yy += (y[i] * y[i]);
n++;
}
}
lr['slope'] = (n * sum_xy - sum_x * sum_y) / (n * sum_xx - sum_x * sum_x);
lr['intercept'] = (sum_y - lr.slope * sum_x) / n;
lr['r2'] = Math.pow((n * sum_xy - sum_x * sum_y) / Math.sqrt((n * sum_xx - sum_x * sum_x) * (n * sum_yy - sum_y * sum_y)), 2);
return lr;
}<!doctype html>
<html>
<head>
<meta charset="utf-8"/>
<title>Illinois Corn Planting Progress 1980 to 2009</title>
<link rel="stylesheet" href="http://code.jquery.com/ui/1.10.3/themes/smoothness/jquery-ui.css"/>
<script src="http://code.jquery.com/jquery-1.9.1.js"></script>
<script src="http://code.jquery.com/ui/1.10.3/jquery-ui.js"></script>
<style>
body, html {
font-family: "Helvetica", "Arial", "FreeSans", "Verdana", "Tahoma", "Lucida Sans", "Lucida Sans Unicode", "Luxi Sans", sans-serif;
overflow: hidden;
margin: 0;
padding: 0;
width: 960px;
height: 500px;
}
.year-slider {
margin-bottom: 60px;
width: 10%;
}
#main {
background-image: url(logo4.png);
background-repeat: no-repeat;
background-position: 95% 130%;
}
#chart {
width: 70%;
height: 500px;
float: left;
}
#filter {
width: 20%;
height: 350px;
padding: 15px;
overflow-y: hidden;
position: relative;
}
.axis path,
.axis line {
fill: none;
stroke: #000;
shape-rendering: crispEdges;
}
.axis.x, .axis.y text {
font-size: 10px;
}
.line {
fill: none;
opacity: 1;
stroke-width: 2px;
}
.marker {
opacity: 1;
}
.info {
height: 35px;
}
#mouse-over-information p {
font-size: 10px;
}
#selectedYear, #selectedYield, #selectedDetrendedYield {
color: #003af6;
font-weight: bold;
}
</style>
</head>
<body>
<div id="main">
<div id="chart"></div>
<div id="filter">
<p><b>Filters:</b></p>
<p>
<label for="amount">Year Range:</label>
<input type="text" id="amount" style="border: 0; color: #003af6; font-weight: bold;"/>
</p>
<div id="year-slider"></div>
<p>
<label for="progress">Planting Progress Range:</label>
<input type="text" id="progress" style="border: 0; color: #003af6; font-weight: bold;"/>
</p>
<div id="progress-slider"></div>
<div id="mouse-over-information">
<div class="info">
<p>Selected Planting Progress Year</p>
<p id="selectedYear"></p>
</div>
<div class="info">
<p>State Average Yield</p>
<p id="selectedYield"></p>
</div>
<div class="info">
<p>State Average Yield Detrended to 2009</p>
<p id="selectedDetrendedYield"></p>
</div>
</div>
</div>
<div style="clear:both;"></div>
</div>
<script src="http://d3js.org/d3.v3.min.js"></script>
<script src="http://d3js.org/queue.v1.min.js"></script>
<script src="http://underscorejs.org/underscore-min.js"></script>
<script src="d3.charting.min.js"></script>
<script src="data_analysis.js"></script>
</body>
</html>
This is an interactive visualization of Illinois corn planting progress from 1980 to 2009.
