Last active
May 12, 2016 01:36
-
-
Save natemiller/07507ddbe4b4da3b3604f4e4654a522a to your computer and use it in GitHub Desktop.
Climate Change Topic Modeling Topic 2
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
<!DOCTYPE html> | |
<html lang='en'> | |
<head> | |
<meta charset="utf-8"> | |
<title> Climate Streamplot - Topic 2</title> | |
<script src="http://d3js.org/d3.v3.js"></script> | |
<style type = 'text/css'> | |
body { | |
font-family: "Palatino Linotype", "Book Antiqua", Palatino, serif; | |
background-color: white; | |
padding: 50px; | |
} | |
h1 { | |
font-size: 28px; | |
position: relative; | |
left: 100; | |
color: #525252; | |
} | |
h2 { | |
font-size: 20px; | |
position: relative; | |
left: 100; | |
color: darkgrey; | |
} | |
.chart { | |
background: #fff; | |
} | |
p { | |
font-family: "Palatino Linotype", "Book Antiqua", Palatino, serif; | |
font-size: 18px; | |
margin: 10px 0 0 50px; | |
} | |
.tooltip { | |
font-family: "Palatino Linotype", "Book Antiqua", Palatino, serif; | |
} | |
.axis path, .axis line { | |
fill: none; | |
stroke: #000; | |
stroke-width: 2px; | |
shape-rendering: crispEdges; | |
} | |
button { | |
position: absolute; | |
right: 50px; | |
top: 10px; | |
} | |
</style> | |
</head> | |
<body> | |
<h2 style="margin-left:3em;">Climate Change Topic Streamplot</h2> | |
<h1 style="margin-left:2em;">Topic 2 - Federal / Washington / President </h1> | |
<p > Using articles from the NY Times and Dynamic Topic Modelling to assess how the discussion of 'climate change' and 'global warming' have changed over time. </p> | |
<div class="chart"></div> | |
<script type = 'text/javascript'> | |
chart("topic2_stream_R.csv", "reds"); | |
var datearray = []; | |
var colorrange = []; | |
function chart(csvpath, color) { | |
if (color == "blue") { | |
colorrange = ['#00441b','#006d2c','#238b45','#41ae76','#66c2a4','#99d8c9','#e5f5f9','#ccece6']; | |
} | |
else if (color == "pink") { | |
colorrange = ["#980043", "#DD1C77", "#DF65B0", "#C994C7", "#D4B9DA", "#F1EEF6"]; | |
} | |
else if (color == "BlYlGr") { | |
colorrange = ["#081d58","#253494","#225ea8","#1d91c0","#41b6c4","#7fcdbb","#c7e9b4"]; | |
} | |
else if (color == "YlGr") { | |
colorrange = ["#004529","#006837","#238443","#41ab5d","#78c679","#addd8e","#d9f0a3","#f7fcb9"] | |
} | |
else if (color == "reds") { | |
colorrange = ["#67000d","#a50f15","#cb181d","#ef3b2c","#fb6a4a","#fc9272","#fcbba1","#fee0d2"] | |
} | |
strokecolor = colorrange[0]; | |
var format = d3.time.format("%Y"); | |
var margin = {top: 20, right: 100, bottom: 30, left: 100}; | |
var width = document.body.clientWidth - margin.left - margin.right; | |
var height = 400 - margin.top - margin.bottom; | |
var tooltip = d3.select("body") | |
.append("div") | |
.attr("class", "remove") | |
.style("position", "absolute") | |
.style("z-index", "20") | |
.style("visibility", "hidden") | |
.style("top", "625px") | |
.style("left", "180px"); | |
var x = d3.time.scale() | |
.range([0, width]); | |
var y = d3.scale.linear() | |
.range([height-10, 2]); | |
var z = d3.scale.ordinal() | |
.range(colorrange); | |
var xAxis = d3.svg.axis() | |
.scale(x) | |
.orient("bottom") | |
.ticks(d3.time.twoyears); | |
var yAxis = d3.svg.axis() | |
.scale(y); | |
var yAxisr = d3.svg.axis() | |
.scale(y); | |
var stack = d3.layout.stack() | |
.offset("silhouette") | |
.values(function(d) { return d.values; }) | |
.x(function(d) { return d.date; }) | |
.y(function(d) { return d.value; }); | |
var nest = d3.nest() | |
.key(function(d) { return d.key; }); | |
var area = d3.svg.area() | |
.interpolate("cardinal") | |
.x(function(d) { return x(d.date); }) | |
.y0(function(d) { return y(d.y0); }) | |
.y1(function(d) { return y(d.y0 + d.y); }); | |
var svg = d3.select(".chart").append("svg") | |
.attr("width", width + margin.left + margin.right) | |
.attr("height", height + margin.top + margin.bottom) | |
.append("g") | |
.attr("transform", "translate(" + margin.left + "," + margin.top + ")"); | |
var graph = d3.csv(csvpath, function(data) { | |
data.forEach(function(d) { | |
d.date = format.parse(d.date); | |
d.value = +d.value; | |
}); | |
var layers = stack(nest.entries(data)); | |
x.domain(d3.extent(data, function(d) { return d.date; })); | |
y.domain([0, d3.max(data, function(d) { return d.y0 + d.y; })]); | |
svg.selectAll(".layer") | |
.data(layers) | |
.enter().append("path") | |
.attr("class", "layer") | |
.attr("d", function(d) { return area(d.values); }) | |
.style("fill", function(d, i) { return z(i); }); | |
svg.append("g") | |
.attr("class", "x axis") | |
.attr("transform", "translate(0," + height + ")") | |
.call(xAxis); | |
svg.append("g") | |
.attr("class", "y axis") | |
.attr("transform", "translate(" + width + ", 0)") | |
.call(yAxis.orient("right")); | |
svg.append("g") | |
.attr("class", "y axis") | |
.call(yAxis.orient("left")) | |
.append("text") | |
.attr("transform", "rotate(-90)") | |
.attr("y",-margin.top*3.3) //bigger mulitplier moves to the left | |
.attr("x",-height/2) //smaller divider moves up | |
.attr("dy", ".71em") | |
.style("text-anchor", "middle") | |
.text("Probaility of Word | Topic") | |
.attr("font-family","serif") | |
.attr("font-size","16px");; | |
svg.selectAll(".layer") | |
.attr("opacity", 1) | |
.on("mouseover", function(d, i) { | |
svg.selectAll(".layer").transition() | |
.duration(250) | |
.attr("opacity", function(d, j) { | |
return j != i ? 0.6 : 1; | |
})}) | |
.on("mousemove", function(d, i) { | |
mousex = d3.mouse(this); | |
mousex = mousex[0]; | |
var invertedx = x.invert(mousex); | |
invertedx = invertedx.getYear() ; | |
var selected = (d.values); | |
for (var k = 0; k < selected.length; k++) { | |
datearray[k] = selected[k].date | |
datearray[k] = datearray[k].getYear() ; | |
} | |
var tooltips = d3.select('svg').append('g'); | |
mousedate = datearray.indexOf(invertedx); | |
pro = d.values[mousedate].value; | |
d3.select(this) | |
.classed("hover", true) | |
.attr("stroke", strokecolor) | |
.attr("stroke-width", "1.5px"), | |
tooltip.html( "<p>" + d.key + "<br>" + pro + "</p>" ).style("visibility", "visible"); | |
}) | |
.on("mouseout", function(d, i) { | |
svg.selectAll(".layer") | |
.transition() | |
.duration(250) | |
.attr("opacity", "1"); | |
d3.select(this) | |
.classed("hover", false) | |
.attr("stroke-width", "0px"), | |
tooltip.html( "<p>" + d.key + "<br>" + pro + "</p>" ).style("visibility", "hidden"); | |
}) | |
.on("click", function(d, i) { | |
svg.selectAll(".layer").transition() | |
.duration(250) | |
.attr("opacity", function(d, j) { | |
return j != i ? 0.6 : 1; | |
}); | |
}) | |
// .on("click", function(d, i) { | |
// d3.select(this) | |
// .transition() | |
// .duration(250) | |
// .style('fill', function(d, i) { | |
// if(this.style.fill = 'red') { | |
// return z(this); | |
// } else { | |
// return 'red'; | |
// } }); | |
// }); | |
var vertical = d3.select(".chart") | |
.append("div") | |
.attr("class", "remove") | |
.style("position", "absolute") | |
.style("z-index", "19") | |
.style("width", "1px") | |
.style("height", "350px") | |
.style("top", "230px") | |
.style("bottom", "30px") | |
.style("left", "0px") | |
.style("background", "#fff"); | |
d3.select(".chart") | |
.on("mousemove", function(){ | |
mousex = d3.mouse(this); | |
mousex = mousex[0] + 5; | |
vertical.style("left", (mousex+50) + "px" )}) | |
.on("mouseover", function(){ | |
mousex = d3.mouse(this); | |
mousex = mousex[0] + 5; | |
vertical.style("left", (mousex+50) + "px")}); | |
}); | |
} | |
</script> | |
<br> | |
<br> | |
<p align = "right", style="font-size:93%;"><a style="color:#969696;", href=http://bl.ocks.org/WillTurman/4631136/>Inspired by http://bl.ocks.org/WillTurman/4631136</a></p> | |
<p align = "right", style="font-size:93%;"><a style="color:#969696;", href=http://bl.ocks.org/natemiller/raw/c4eb3447995fe311063821e5c2bb2864/>Topic #3</a></p> | |
</body> | |
</html> |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
key | date | value | ||
---|---|---|---|---|
1 | administration | 1988 | 0.009865108 | |
2 | administration | 1989 | 0.010107549 | |
3 | administration | 1990 | 0.010571697 | |
4 | administration | 1991 | 0.011175955 | |
5 | administration | 1992 | 0.011628822 | |
6 | administration | 1993 | 0.011824018 | |
7 | administration | 1994 | 0.011768758 | |
8 | administration | 1995 | 0.011517221 | |
9 | administration | 1996 | 0.011250642 | |
10 | administration | 1997 | 0.011160104 | |
11 | administration | 1998 | 0.011332483 | |
12 | administration | 1999 | 0.011730766 | |
13 | administration | 2000 | 0.01228547 | |
14 | administration | 2001 | 0.012827181 | |
15 | administration | 2002 | 0.012858451 | |
16 | administration | 2003 | 0.012418343 | |
17 | administration | 2004 | 0.011246696 | |
18 | administration | 2005 | 0.009574588 | |
19 | administration | 2006 | 0.007940998 | |
20 | administration | 2007 | 0.006684437 | |
21 | administration | 2008 | 0.005966164 | |
22 | administration | 2009 | 0.005587462 | |
23 | administration | 2010 | 0.005285939 | |
24 | administration | 2011 | 0.005024602 | |
25 | administration | 2012 | 0 | |
26 | administration | 2013 | 0 | |
27 | administration | 2014 | 0 | |
28 | administration | 2015 | 0 | |
29 | administration | 2016 | 0 | |
30 | air | 1988 | 0.012249949 | |
31 | air | 1989 | 0.012092539 | |
32 | air | 1990 | 0.011487184 | |
33 | air | 1991 | 0.010793556 | |
34 | air | 1992 | 0.010329786 | |
35 | air | 1993 | 0.00988277 | |
36 | air | 1994 | 0.009438983 | |
37 | air | 1995 | 0.009065869 | |
38 | air | 1996 | 0.008738945 | |
39 | air | 1997 | 0.008282642 | |
40 | air | 1998 | 0.007952452 | |
41 | air | 1999 | 0.007755417 | |
42 | air | 2000 | 0.007525328 | |
43 | air | 2001 | 0.007313182 | |
44 | air | 2002 | 0.007107133 | |
45 | air | 2003 | 0.006733312 | |
46 | air | 2004 | 0.006257789 | |
47 | air | 2005 | 0.005654267 | |
48 | air | 2006 | 0.004906689 | |
49 | air | 2007 | 0 | |
50 | air | 2008 | 0 | |
51 | air | 2009 | 0 | |
52 | air | 2010 | 0 | |
53 | air | 2011 | 0 | |
54 | air | 2012 | 0 | |
55 | air | 2013 | 0 | |
56 | air | 2014 | 0 | |
57 | air | 2015 | 0 | |
58 | air | 2016 | 0 | |
59 | bush | 1988 | 0.009578121 | |
60 | bush | 1989 | 0.009545179 | |
61 | bush | 1990 | 0.00960683 | |
62 | bush | 1991 | 0.009784559 | |
63 | bush | 1992 | 0.009868808 | |
64 | bush | 1993 | 0.009527677 | |
65 | bush | 1994 | 0.009136711 | |
66 | bush | 1995 | 0.008816136 | |
67 | bush | 1996 | 0.008685833 | |
68 | bush | 1997 | 0.008822249 | |
69 | bush | 1998 | 0.00946611 | |
70 | bush | 1999 | 0.010672519 | |
71 | bush | 2000 | 0.012627244 | |
72 | bush | 2001 | 0.014645432 | |
73 | bush | 2002 | 0.015158604 | |
74 | bush | 2003 | 0.013704496 | |
75 | bush | 2004 | 0.011562871 | |
76 | bush | 2005 | 0.009162215 | |
77 | bush | 2006 | 0.007004851 | |
78 | bush | 2007 | 0.005355254 | |
79 | bush | 2008 | 0 | |
80 | bush | 2009 | 0 | |
81 | bush | 2010 | 0 | |
82 | bush | 2011 | 0 | |
83 | bush | 2012 | 0 | |
84 | bush | 2013 | 0 | |
85 | bush | 2014 | 0 | |
86 | bush | 2015 | 0 | |
87 | bush | 2016 | 0 | |
88 | carbon | 1988 | 0 | |
89 | carbon | 1989 | 0 | |
90 | carbon | 1990 | 0 | |
91 | carbon | 1991 | 0 | |
92 | carbon | 1992 | 0 | |
93 | carbon | 1993 | 0 | |
94 | carbon | 1994 | 0 | |
95 | carbon | 1995 | 0 | |
96 | carbon | 1996 | 0 | |
97 | carbon | 1997 | 0 | |
98 | carbon | 1998 | 0 | |
99 | carbon | 1999 | 0 | |
100 | carbon | 2000 | 0 | |
101 | carbon | 2001 | 0 | |
102 | carbon | 2002 | 0 | |
103 | carbon | 2003 | 0 | |
104 | carbon | 2004 | 0 | |
105 | carbon | 2005 | 0 | |
106 | carbon | 2006 | 0 | |
107 | carbon | 2007 | 0.004742028 | |
108 | carbon | 2008 | 0.005225378 | |
109 | carbon | 2009 | 0.005351225 | |
110 | carbon | 2010 | 0.005022099 | |
111 | carbon | 2011 | 0 | |
112 | carbon | 2012 | 0 | |
113 | carbon | 2013 | 0 | |
114 | carbon | 2014 | 0 | |
115 | carbon | 2015 | 0 | |
116 | carbon | 2016 | 0 | |
117 | change | 1988 | 0 | |
118 | change | 1989 | 0 | |
119 | change | 1990 | 0 | |
120 | change | 1991 | 0 | |
121 | change | 1992 | 0 | |
122 | change | 1993 | 0 | |
123 | change | 1994 | 0 | |
124 | change | 1995 | 0 | |
125 | change | 1996 | 0 | |
126 | change | 1997 | 0 | |
127 | change | 1998 | 0 | |
128 | change | 1999 | 0 | |
129 | change | 2000 | 0 | |
130 | change | 2001 | 0 | |
131 | change | 2002 | 0 | |
132 | change | 2003 | 0 | |
133 | change | 2004 | 0 | |
134 | change | 2005 | 0 | |
135 | change | 2006 | 0 | |
136 | change | 2007 | 0 | |
137 | change | 2008 | 0 | |
138 | change | 2009 | 0 | |
139 | change | 2010 | 0 | |
140 | change | 2011 | 0 | |
141 | change | 2012 | 0.004944009 | |
142 | change | 2013 | 0.005743921 | |
143 | change | 2014 | 0.006649589 | |
144 | change | 2015 | 0.007347469 | |
145 | change | 2016 | 0.007511509 | |
146 | clean | 1988 | 0.007598798 | |
147 | clean | 1989 | 0.007469313 | |
148 | clean | 1990 | 0.007188126 | |
149 | clean | 1991 | 0.006821677 | |
150 | clean | 1992 | 0.006484618 | |
151 | clean | 1993 | 0.006157904 | |
152 | clean | 1994 | 0.005866968 | |
153 | clean | 1995 | 0.005620325 | |
154 | clean | 1996 | 0.005413733 | |
155 | clean | 1997 | 0.005236749 | |
156 | clean | 1998 | 0 | |
157 | clean | 1999 | 0 | |
158 | clean | 2000 | 0 | |
159 | clean | 2001 | 0 | |
160 | clean | 2002 | 0 | |
161 | clean | 2003 | 0 | |
162 | clean | 2004 | 0 | |
163 | clean | 2005 | 0 | |
164 | clean | 2006 | 0 | |
165 | clean | 2007 | 0 | |
166 | clean | 2008 | 0 | |
167 | clean | 2009 | 0 | |
168 | clean | 2010 | 0 | |
169 | clean | 2011 | 0 | |
170 | clean | 2012 | 0 | |
171 | clean | 2013 | 0 | |
172 | clean | 2014 | 0 | |
173 | clean | 2015 | 0 | |
174 | clean | 2016 | 0 | |
175 | climate | 1988 | 0 | |
176 | climate | 1989 | 0 | |
177 | climate | 1990 | 0 | |
178 | climate | 1991 | 0 | |
179 | climate | 1992 | 0 | |
180 | climate | 1993 | 0 | |
181 | climate | 1994 | 0 | |
182 | climate | 1995 | 0 | |
183 | climate | 1996 | 0 | |
184 | climate | 1997 | 0 | |
185 | climate | 1998 | 0 | |
186 | climate | 1999 | 0 | |
187 | climate | 2000 | 0 | |
188 | climate | 2001 | 0 | |
189 | climate | 2002 | 0 | |
190 | climate | 2003 | 0 | |
191 | climate | 2004 | 0 | |
192 | climate | 2005 | 0 | |
193 | climate | 2006 | 0 | |
194 | climate | 2007 | 0 | |
195 | climate | 2008 | 0 | |
196 | climate | 2009 | 0.005234771 | |
197 | climate | 2010 | 0.005918865 | |
198 | climate | 2011 | 0.006460834 | |
199 | climate | 2012 | 0.007231906 | |
200 | climate | 2013 | 0.008488461 | |
201 | climate | 2014 | 0.009871566 | |
202 | climate | 2015 | 0.010817305 | |
203 | climate | 2016 | 0.010966105 | |
204 | coal | 1988 | 0 | |
205 | coal | 1989 | 0 | |
206 | coal | 1990 | 0 | |
207 | coal | 1991 | 0 | |
208 | coal | 1992 | 0 | |
209 | coal | 1993 | 0 | |
210 | coal | 1994 | 0 | |
211 | coal | 1995 | 0 | |
212 | coal | 1996 | 0 | |
213 | coal | 1997 | 0 | |
214 | coal | 1998 | 0 | |
215 | coal | 1999 | 0 | |
216 | coal | 2000 | 0 | |
217 | coal | 2001 | 0 | |
218 | coal | 2002 | 0 | |
219 | coal | 2003 | 0 | |
220 | coal | 2004 | 0 | |
221 | coal | 2005 | 0 | |
222 | coal | 2006 | 0 | |
223 | coal | 2007 | 0.004936128 | |
224 | coal | 2008 | 0.005888328 | |
225 | coal | 2009 | 0.007034142 | |
226 | coal | 2010 | 0.008625847 | |
227 | coal | 2011 | 0.010391512 | |
228 | coal | 2012 | 0.010943795 | |
229 | coal | 2013 | 0.010356204 | |
230 | coal | 2014 | 0.010395086 | |
231 | coal | 2015 | 0.011248659 | |
232 | coal | 2016 | 0.012827302 | |
233 | congress | 1988 | 0 | |
234 | congress | 1989 | 0.004908824 | |
235 | congress | 1990 | 0.004847336 | |
236 | congress | 1991 | 0 | |
237 | congress | 1992 | 0 | |
238 | congress | 1993 | 0 | |
239 | congress | 1994 | 0 | |
240 | congress | 1995 | 0 | |
241 | congress | 1996 | 0 | |
242 | congress | 1997 | 0 | |
243 | congress | 1998 | 0 | |
244 | congress | 1999 | 0 | |
245 | congress | 2000 | 0 | |
246 | congress | 2001 | 0 | |
247 | congress | 2002 | 0 | |
248 | congress | 2003 | 0 | |
249 | congress | 2004 | 0 | |
250 | congress | 2005 | 0 | |
251 | congress | 2006 | 0 | |
252 | congress | 2007 | 0 | |
253 | congress | 2008 | 0 | |
254 | congress | 2009 | 0 | |
255 | congress | 2010 | 0 | |
256 | congress | 2011 | 0 | |
257 | congress | 2012 | 0 | |
258 | congress | 2013 | 0 | |
259 | congress | 2014 | 0 | |
260 | congress | 2015 | 0 | |
261 | congress | 2016 | 0 | |
262 | emissions | 1988 | 0 | |
263 | emissions | 1989 | 0 | |
264 | emissions | 1990 | 0 | |
265 | emissions | 1991 | 0 | |
266 | emissions | 1992 | 0 | |
267 | emissions | 1993 | 0.00493981 | |
268 | emissions | 1994 | 0.005186263 | |
269 | emissions | 1995 | 0.005466572 | |
270 | emissions | 1996 | 0.005770954 | |
271 | emissions | 1997 | 0.006097363 | |
272 | emissions | 1998 | 0.006390209 | |
273 | emissions | 1999 | 0.006657742 | |
274 | emissions | 2000 | 0.006910437 | |
275 | emissions | 2001 | 0.007167173 | |
276 | emissions | 2002 | 0.007392613 | |
277 | emissions | 2003 | 0.007521298 | |
278 | emissions | 2004 | 0.007685153 | |
279 | emissions | 2005 | 0.007928942 | |
280 | emissions | 2006 | 0.008188954 | |
281 | emissions | 2007 | 0.00830499 | |
282 | emissions | 2008 | 0.008056674 | |
283 | emissions | 2009 | 0.007415436 | |
284 | emissions | 2010 | 0.006656223 | |
285 | emissions | 2011 | 0.006033736 | |
286 | emissions | 2012 | 0.005721755 | |
287 | emissions | 2013 | 0.00560795 | |
288 | emissions | 2014 | 0.005600853 | |
289 | emissions | 2015 | 0.005745249 | |
290 | emissions | 2016 | 0.005874958 | |
291 | energy | 1988 | 0 | |
292 | energy | 1989 | 0 | |
293 | energy | 1990 | 0 | |
294 | energy | 1991 | 0 | |
295 | energy | 1992 | 0 | |
296 | energy | 1993 | 0 | |
297 | energy | 1994 | 0 | |
298 | energy | 1995 | 0 | |
299 | energy | 1996 | 0 | |
300 | energy | 1997 | 0 | |
301 | energy | 1998 | 0 | |
302 | energy | 1999 | 0 | |
303 | energy | 2000 | 0 | |
304 | energy | 2001 | 0 | |
305 | energy | 2002 | 0 | |
306 | energy | 2003 | 0 | |
307 | energy | 2004 | 0 | |
308 | energy | 2005 | 0 | |
309 | energy | 2006 | 0 | |
310 | energy | 2007 | 0 | |
311 | energy | 2008 | 0.004725935 | |
312 | energy | 2009 | 0 | |
313 | energy | 2010 | 0 | |
314 | energy | 2011 | 0 | |
315 | energy | 2012 | 0 | |
316 | energy | 2013 | 0 | |
317 | energy | 2014 | 0 | |
318 | energy | 2015 | 0 | |
319 | energy | 2016 | 0 | |
320 | environment | 1988 | 0.005067156 | |
321 | environment | 1989 | 0 | |
322 | environment | 1990 | 0 | |
323 | environment | 1991 | 0 | |
324 | environment | 1992 | 0 | |
325 | environment | 1993 | 0 | |
326 | environment | 1994 | 0 | |
327 | environment | 1995 | 0 | |
328 | environment | 1996 | 0 | |
329 | environment | 1997 | 0 | |
330 | environment | 1998 | 0 | |
331 | environment | 1999 | 0 | |
332 | environment | 2000 | 0 | |
333 | environment | 2001 | 0 | |
334 | environment | 2002 | 0 | |
335 | environment | 2003 | 0 | |
336 | environment | 2004 | 0 | |
337 | environment | 2005 | 0 | |
338 | environment | 2006 | 0 | |
339 | environment | 2007 | 0 | |
340 | environment | 2008 | 0 | |
341 | environment | 2009 | 0 | |
342 | environment | 2010 | 0 | |
343 | environment | 2011 | 0 | |
344 | environment | 2012 | 0 | |
345 | environment | 2013 | 0 | |
346 | environment | 2014 | 0 | |
347 | environment | 2015 | 0 | |
348 | environment | 2016 | 0 | |
349 | environmental | 1988 | 0.016840532 | |
350 | environmental | 1989 | 0.016608896 | |
351 | environmental | 1990 | 0.016501598 | |
352 | environmental | 1991 | 0.01674364 | |
353 | environmental | 1992 | 0.017097469 | |
354 | environmental | 1993 | 0.017344594 | |
355 | environmental | 1994 | 0.01752502 | |
356 | environmental | 1995 | 0.017579239 | |
357 | environmental | 1996 | 0.017297275 | |
358 | environmental | 1997 | 0.016832498 | |
359 | environmental | 1998 | 0.016209722 | |
360 | environmental | 1999 | 0.015319802 | |
361 | environmental | 2000 | 0.01405443 | |
362 | environmental | 2001 | 0.012812626 | |
363 | environmental | 2002 | 0.011983629 | |
364 | environmental | 2003 | 0.011548916 | |
365 | environmental | 2004 | 0.01113471 | |
366 | environmental | 2005 | 0.010776182 | |
367 | environmental | 2006 | 0.01033835 | |
368 | environmental | 2007 | 0.009807203 | |
369 | environmental | 2008 | 0.009161292 | |
370 | environmental | 2009 | 0.008741826 | |
371 | environmental | 2010 | 0.008448557 | |
372 | environmental | 2011 | 0.008180492 | |
373 | environmental | 2012 | 0.00774215 | |
374 | environmental | 2013 | 0.007089487 | |
375 | environmental | 2014 | 0.006388387 | |
376 | environmental | 2015 | 0.005972328 | |
377 | environmental | 2016 | 0.005761627 | |
378 | federal | 1988 | 0 | |
379 | federal | 1989 | 0 | |
380 | federal | 1990 | 0 | |
381 | federal | 1991 | 0 | |
382 | federal | 1992 | 0 | |
383 | federal | 1993 | 0 | |
384 | federal | 1994 | 0 | |
385 | federal | 1995 | 0 | |
386 | federal | 1996 | 0 | |
387 | federal | 1997 | 0 | |
388 | federal | 1998 | 0 | |
389 | federal | 1999 | 0 | |
390 | federal | 2000 | 0 | |
391 | federal | 2001 | 0 | |
392 | federal | 2002 | 0 | |
393 | federal | 2003 | 0 | |
394 | federal | 2004 | 0 | |
395 | federal | 2005 | 0.004843862 | |
396 | federal | 2006 | 0.005032003 | |
397 | federal | 2007 | 0.005073038 | |
398 | federal | 2008 | 0.004813119 | |
399 | federal | 2009 | 0 | |
400 | federal | 2010 | 0 | |
401 | federal | 2011 | 0 | |
402 | federal | 2012 | 0 | |
403 | federal | 2013 | 0 | |
404 | federal | 2014 | 0 | |
405 | federal | 2015 | 0 | |
406 | federal | 2016 | 0 | |
407 | house | 1988 | 0.006141285 | |
408 | house | 1989 | 0.006301595 | |
409 | house | 1990 | 0.006482141 | |
410 | house | 1991 | 0.006581022 | |
411 | house | 1992 | 0.006547991 | |
412 | house | 1993 | 0.006456157 | |
413 | house | 1994 | 0.006299088 | |
414 | house | 1995 | 0.006096003 | |
415 | house | 1996 | 0.005845303 | |
416 | house | 1997 | 0.005575846 | |
417 | house | 1998 | 0.005324187 | |
418 | house | 1999 | 0.005111141 | |
419 | house | 2000 | 0.004918967 | |
420 | house | 2001 | 0 | |
421 | house | 2002 | 0 | |
422 | house | 2003 | 0 | |
423 | house | 2004 | 0 | |
424 | house | 2005 | 0 | |
425 | house | 2006 | 0 | |
426 | house | 2007 | 0 | |
427 | house | 2008 | 0 | |
428 | house | 2009 | 0 | |
429 | house | 2010 | 0 | |
430 | house | 2011 | 0 | |
431 | house | 2012 | 0 | |
432 | house | 2013 | 0 | |
433 | house | 2014 | 0 | |
434 | house | 2015 | 0 | |
435 | house | 2016 | 0 | |
436 | industry | 1988 | 0.006988366 | |
437 | industry | 1989 | 0.007030164 | |
438 | industry | 1990 | 0.006918331 | |
439 | industry | 1991 | 0.006777765 | |
440 | industry | 1992 | 0.006633903 | |
441 | industry | 1993 | 0.006529075 | |
442 | industry | 1994 | 0.006427409 | |
443 | industry | 1995 | 0.006284384 | |
444 | industry | 1996 | 0.006085702 | |
445 | industry | 1997 | 0.00584335 | |
446 | industry | 1998 | 0.005498455 | |
447 | industry | 1999 | 0.005177572 | |
448 | industry | 2000 | 0.004963762 | |
449 | industry | 2001 | 0.004823753 | |
450 | industry | 2002 | 0.004783149 | |
451 | industry | 2003 | 0.004832306 | |
452 | industry | 2004 | 0.00489901 | |
453 | industry | 2005 | 0.004934226 | |
454 | industry | 2006 | 0.004957516 | |
455 | industry | 2007 | 0.00489639 | |
456 | industry | 2008 | 0 | |
457 | industry | 2009 | 0 | |
458 | industry | 2010 | 0 | |
459 | industry | 2011 | 0 | |
460 | industry | 2012 | 0 | |
461 | industry | 2013 | 0 | |
462 | industry | 2014 | 0 | |
463 | industry | 2015 | 0 | |
464 | industry | 2016 | 0 | |
465 | obama | 1988 | 0 | |
466 | obama | 1989 | 0 | |
467 | obama | 1990 | 0 | |
468 | obama | 1991 | 0 | |
469 | obama | 1992 | 0 | |
470 | obama | 1993 | 0 | |
471 | obama | 1994 | 0 | |
472 | obama | 1995 | 0 | |
473 | obama | 1996 | 0 | |
474 | obama | 1997 | 0 | |
475 | obama | 1998 | 0 | |
476 | obama | 1999 | 0 | |
477 | obama | 2000 | 0 | |
478 | obama | 2001 | 0 | |
479 | obama | 2002 | 0 | |
480 | obama | 2003 | 0 | |
481 | obama | 2004 | 0 | |
482 | obama | 2005 | 0 | |
483 | obama | 2006 | 0 | |
484 | obama | 2007 | 0 | |
485 | obama | 2008 | 0 | |
486 | obama | 2009 | 0.005351465 | |
487 | obama | 2010 | 0.006634397 | |
488 | obama | 2011 | 0.007950536 | |
489 | obama | 2012 | 0.009300068 | |
490 | obama | 2013 | 0.010782552 | |
491 | obama | 2014 | 0.01185138 | |
492 | obama | 2015 | 0.012118909 | |
493 | obama | 2016 | 0.01195219 | |
494 | plants | 1988 | 0 | |
495 | plants | 1989 | 0 | |
496 | plants | 1990 | 0 | |
497 | plants | 1991 | 0 | |
498 | plants | 1992 | 0 | |
499 | plants | 1993 | 0 | |
500 | plants | 1994 | 0 | |
501 | plants | 1995 | 0 | |
502 | plants | 1996 | 0 | |
503 | plants | 1997 | 0 | |
504 | plants | 1998 | 0.005207159 | |
505 | plants | 1999 | 0.005450346 | |
506 | plants | 2000 | 0.005576166 | |
507 | plants | 2001 | 0.005579294 | |
508 | plants | 2002 | 0.00530907 | |
509 | plants | 2003 | 0.004871669 | |
510 | plants | 2004 | 0 | |
511 | plants | 2005 | 0 | |
512 | plants | 2006 | 0 | |
513 | plants | 2007 | 0 | |
514 | plants | 2008 | 0 | |
515 | plants | 2009 | 0 | |
516 | plants | 2010 | 0 | |
517 | plants | 2011 | 0 | |
518 | plants | 2012 | 0 | |
519 | plants | 2013 | 0 | |
520 | plants | 2014 | 0 | |
521 | plants | 2015 | 0 | |
522 | plants | 2016 | 0 | |
523 | pollution | 1988 | 0.011956822 | |
524 | pollution | 1989 | 0.0115361 | |
525 | pollution | 1990 | 0.010867797 | |
526 | pollution | 1991 | 0.010198232 | |
527 | pollution | 1992 | 0.009700659 | |
528 | pollution | 1993 | 0.009331456 | |
529 | pollution | 1994 | 0.008989196 | |
530 | pollution | 1995 | 0.008675837 | |
531 | pollution | 1996 | 0.008377219 | |
532 | pollution | 1997 | 0.008049368 | |
533 | pollution | 1998 | 0.007731011 | |
534 | pollution | 1999 | 0.007378809 | |
535 | pollution | 2000 | 0.006952289 | |
536 | pollution | 2001 | 0.006538298 | |
537 | pollution | 2002 | 0.006116516 | |
538 | pollution | 2003 | 0.005552772 | |
539 | pollution | 2004 | 0.004979339 | |
540 | pollution | 2005 | 0 | |
541 | pollution | 2006 | 0 | |
542 | pollution | 2007 | 0 | |
543 | pollution | 2008 | 0 | |
544 | pollution | 2009 | 0 | |
545 | pollution | 2010 | 0 | |
546 | pollution | 2011 | 0 | |
547 | pollution | 2012 | 0 | |
548 | pollution | 2013 | 0 | |
549 | pollution | 2014 | 0 | |
550 | pollution | 2015 | 0 | |
551 | pollution | 2016 | 0 | |
552 | power | 1988 | 0 | |
553 | power | 1989 | 0 | |
554 | power | 1990 | 0 | |
555 | power | 1991 | 0 | |
556 | power | 1992 | 0 | |
557 | power | 1993 | 0 | |
558 | power | 1994 | 0 | |
559 | power | 1995 | 0 | |
560 | power | 1996 | 0 | |
561 | power | 1997 | 0 | |
562 | power | 1998 | 0 | |
563 | power | 1999 | 0 | |
564 | power | 2000 | 0 | |
565 | power | 2001 | 0.00513084 | |
566 | power | 2002 | 0.00518718 | |
567 | power | 2003 | 0.005097684 | |
568 | power | 2004 | 0.004989716 | |
569 | power | 2005 | 0.004888788 | |
570 | power | 2006 | 0.00479692 | |
571 | power | 2007 | 0 | |
572 | power | 2008 | 0.00475662 | |
573 | power | 2009 | 0.004819703 | |
574 | power | 2010 | 0.004899926 | |
575 | power | 2011 | 0.005095539 | |
576 | power | 2012 | 0.005421656 | |
577 | power | 2013 | 0.005757029 | |
578 | power | 2014 | 0.005981313 | |
579 | power | 2015 | 0.006276982 | |
580 | power | 2016 | 0.006492802 | |
581 | president | 1988 | 0.009411989 | |
582 | president | 1989 | 0.009410816 | |
583 | president | 1990 | 0.009382208 | |
584 | president | 1991 | 0.009342294 | |
585 | president | 1992 | 0.009295308 | |
586 | president | 1993 | 0.009158198 | |
587 | president | 1994 | 0.008949929 | |
588 | president | 1995 | 0.008753723 | |
589 | president | 1996 | 0.008606392 | |
590 | president | 1997 | 0.008492461 | |
591 | president | 1998 | 0.008328861 | |
592 | president | 1999 | 0.008202545 | |
593 | president | 2000 | 0.008148438 | |
594 | president | 2001 | 0.008063614 | |
595 | president | 2002 | 0.007825371 | |
596 | president | 2003 | 0.007378519 | |
597 | president | 2004 | 0.00680825 | |
598 | president | 2005 | 0.006260018 | |
599 | president | 2006 | 0.005797011 | |
600 | president | 2007 | 0.005478627 | |
601 | president | 2008 | 0.005414673 | |
602 | president | 2009 | 0.005604246 | |
603 | president | 2010 | 0.005991708 | |
604 | president | 2011 | 0.006493252 | |
605 | president | 2012 | 0.007013342 | |
606 | president | 2013 | 0.007354746 | |
607 | president | 2014 | 0.007281772 | |
608 | president | 2015 | 0.007048825 | |
609 | president | 2016 | 0.006819964 | |
610 | state | 1988 | 0 | |
611 | state | 1989 | 0 | |
612 | state | 1990 | 0 | |
613 | state | 1991 | 0 | |
614 | state | 1992 | 0 | |
615 | state | 1993 | 0 | |
616 | state | 1994 | 0 | |
617 | state | 1995 | 0 | |
618 | state | 1996 | 0 | |
619 | state | 1997 | 0 | |
620 | state | 1998 | 0 | |
621 | state | 1999 | 0 | |
622 | state | 2000 | 0 | |
623 | state | 2001 | 0 | |
624 | state | 2002 | 0 | |
625 | state | 2003 | 0 | |
626 | state | 2004 | 0.00504132 | |
627 | state | 2005 | 0.005431069 | |
628 | state | 2006 | 0.005817009 | |
629 | state | 2007 | 0.006078149 | |
630 | state | 2008 | 0.006033056 | |
631 | state | 2009 | 0.005886971 | |
632 | state | 2010 | 0.005983224 | |
633 | state | 2011 | 0.006174432 | |
634 | state | 2012 | 0.006516934 | |
635 | state | 2013 | 0.007111882 | |
636 | state | 2014 | 0.007769059 | |
637 | state | 2015 | 0.00782964 | |
638 | state | 2016 | 0.007782021 | |
639 | states | 1988 | 0 | |
640 | states | 1989 | 0 | |
641 | states | 1990 | 0 | |
642 | states | 1991 | 0 | |
643 | states | 1992 | 0 | |
644 | states | 1993 | 0 | |
645 | states | 1994 | 0 | |
646 | states | 1995 | 0 | |
647 | states | 1996 | 0 | |
648 | states | 1997 | 0 | |
649 | states | 1998 | 0 | |
650 | states | 1999 | 0 | |
651 | states | 2000 | 0 | |
652 | states | 2001 | 0 | |
653 | states | 2002 | 0 | |
654 | states | 2003 | 0 | |
655 | states | 2004 | 0 | |
656 | states | 2005 | 0 | |
657 | states | 2006 | 0 | |
658 | states | 2007 | 0 | |
659 | states | 2008 | 0 | |
660 | states | 2009 | 0 | |
661 | states | 2010 | 0 | |
662 | states | 2011 | 0.005017289 | |
663 | states | 2012 | 0.005508135 | |
664 | states | 2013 | 0.006393792 | |
665 | states | 2014 | 0.007759819 | |
666 | states | 2015 | 0.00877089 | |
667 | states | 2016 | 0.009324868 | |
668 | white | 1988 | 0 | |
669 | white | 1989 | 0 | |
670 | white | 1990 | 0 | |
671 | white | 1991 | 0.004947725 | |
672 | white | 1992 | 0.004934791 | |
673 | white | 1993 | 0 | |
674 | white | 1994 | 0 | |
675 | white | 1995 | 0 | |
676 | white | 1996 | 0 | |
677 | white | 1997 | 0 | |
678 | white | 1998 | 0 | |
679 | white | 1999 | 0 | |
680 | white | 2000 | 0 | |
681 | white | 2001 | 0 | |
682 | white | 2002 | 0 | |
683 | white | 2003 | 0 | |
684 | white | 2004 | 0 | |
685 | white | 2005 | 0 | |
686 | white | 2006 | 0 | |
687 | white | 2007 | 0 | |
688 | white | 2008 | 0 | |
689 | white | 2009 | 0 | |
690 | white | 2010 | 0 | |
691 | white | 2011 | 0 | |
692 | white | 2012 | 0 | |
693 | white | 2013 | 0 | |
694 | white | 2014 | 0 | |
695 | white | 2015 | 0 | |
696 | white | 2016 | 0 |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment