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Climate Change Topic Modeling - Topic 4
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<!DOCTYPE html> | |
<html lang='en'> | |
<head> | |
<meta charset="utf-8"> | |
<title> Climate Streamplot - Topic 4</title> | |
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<body> | |
<h2 style="margin-left:3em;"> Climate Change Topic Streamplot</h2> | |
<h1 style="margin-left:2em;">Topic 4 - Law / Communication </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> | |
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x.domain(d3.extent(data, function(d) { return d.date; })); | |
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svg.append("g") | |
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<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/30b5380f7c2a79695676b8bb37cc2827>Topic #5</a></p> | |
</body> | |
</html> |
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key | date | value | ||
---|---|---|---|---|
1 | article | 1988 | 0.004410341 | |
2 | article | 1989 | 0.004408363 | |
3 | article | 1990 | 0.004341606 | |
4 | article | 1991 | 0.004296869 | |
5 | article | 1992 | 0.004295324 | |
6 | article | 1993 | 0.004328412 | |
7 | article | 1994 | 0.004357226 | |
8 | article | 1995 | 0.004372085 | |
9 | article | 1996 | 0.004376283 | |
10 | article | 1997 | 0.004388605 | |
11 | article | 1998 | 0.004369307 | |
12 | article | 1999 | 0.004235608 | |
13 | article | 2000 | 0.004097525 | |
14 | article | 2001 | 0.003993173 | |
15 | article | 2002 | 0.003951381 | |
16 | article | 2003 | 0.003934225 | |
17 | article | 2004 | 0.003958716 | |
18 | article | 2005 | 0.004019942 | |
19 | article | 2006 | 0.004208577 | |
20 | article | 2007 | 0.004314525 | |
21 | article | 2008 | 0.0039824 | |
22 | article | 2009 | 0 | |
23 | article | 2010 | 0 | |
24 | article | 2011 | 0 | |
25 | article | 2012 | 0 | |
26 | article | 2013 | 0 | |
27 | article | 2014 | 0 | |
28 | article | 2015 | 0 | |
29 | article | 2016 | 0 | |
30 | book | 1988 | 0.006944298 | |
31 | book | 1989 | 0.006979913 | |
32 | book | 1990 | 0.007049286 | |
33 | book | 1991 | 0.007162312 | |
34 | book | 1992 | 0.007109317 | |
35 | book | 1993 | 0.006958543 | |
36 | book | 1994 | 0.006746204 | |
37 | book | 1995 | 0.00652046 | |
38 | book | 1996 | 0.006215953 | |
39 | book | 1997 | 0.005852927 | |
40 | book | 1998 | 0.005484193 | |
41 | book | 1999 | 0.005114267 | |
42 | book | 2000 | 0.004699623 | |
43 | book | 2001 | 0.004329304 | |
44 | book | 2002 | 0.003978104 | |
45 | book | 2003 | 0.00352364 | |
46 | book | 2004 | 0 | |
47 | book | 2005 | 0 | |
48 | book | 2006 | 0 | |
49 | book | 2007 | 0 | |
50 | book | 2008 | 0 | |
51 | book | 2009 | 0 | |
52 | book | 2010 | 0 | |
53 | book | 2011 | 0 | |
54 | book | 2012 | 0 | |
55 | book | 2013 | 0 | |
56 | book | 2014 | 0 | |
57 | book | 2015 | 0 | |
58 | book | 2016 | 0 | |
59 | case | 1988 | 0.003237042 | |
60 | case | 1989 | 0.003244663 | |
61 | case | 1990 | 0.0032514 | |
62 | case | 1991 | 0.003280769 | |
63 | case | 1992 | 0.003333875 | |
64 | case | 1993 | 0.003398003 | |
65 | case | 1994 | 0.003465119 | |
66 | case | 1995 | 0.003519871 | |
67 | case | 1996 | 0.003580856 | |
68 | case | 1997 | 0.003653638 | |
69 | case | 1998 | 0.003725363 | |
70 | case | 1999 | 0.003751321 | |
71 | case | 2000 | 0.003781339 | |
72 | case | 2001 | 0.00381216 | |
73 | case | 2002 | 0.003843226 | |
74 | case | 2003 | 0.003881558 | |
75 | case | 2004 | 0.003958984 | |
76 | case | 2005 | 0.004072217 | |
77 | case | 2006 | 0.004274754 | |
78 | case | 2007 | 0.004546752 | |
79 | case | 2008 | 0.005145442 | |
80 | case | 2009 | 0.00628838 | |
81 | case | 2010 | 0.006411969 | |
82 | case | 2011 | 0.006404072 | |
83 | case | 2012 | 0.006428402 | |
84 | case | 2013 | 0.006556856 | |
85 | case | 2014 | 0.006702058 | |
86 | case | 2015 | 0.006900445 | |
87 | case | 2016 | 0.007168869 | |
88 | court | 1988 | 0 | |
89 | court | 1989 | 0 | |
90 | court | 1990 | 0 | |
91 | court | 1991 | 0 | |
92 | court | 1992 | 0 | |
93 | court | 1993 | 0 | |
94 | court | 1994 | 0 | |
95 | court | 1995 | 0 | |
96 | court | 1996 | 0 | |
97 | court | 1997 | 0 | |
98 | court | 1998 | 0 | |
99 | court | 1999 | 0 | |
100 | court | 2000 | 0 | |
101 | court | 2001 | 0.003424496 | |
102 | court | 2002 | 0.003573082 | |
103 | court | 2003 | 0.003713176 | |
104 | court | 2004 | 0.003883958 | |
105 | court | 2005 | 0.004120506 | |
106 | court | 2006 | 0.004511895 | |
107 | court | 2007 | 0.00493258 | |
108 | court | 2008 | 0.005875023 | |
109 | court | 2009 | 0.008557037 | |
110 | court | 2010 | 0.007812866 | |
111 | court | 2011 | 0.007248758 | |
112 | court | 2012 | 0.006998469 | |
113 | court | 2013 | 0.007154689 | |
114 | court | 2014 | 0.007271089 | |
115 | court | 2015 | 0.007531832 | |
116 | court | 2016 | 0.008033845 | |
117 | editor | 1988 | 0.003704578 | |
118 | editor | 1989 | 0.003707925 | |
119 | editor | 1990 | 0.00372862 | |
120 | editor | 1991 | 0.003780734 | |
121 | editor | 1992 | 0.003834127 | |
122 | editor | 1993 | 0.003884508 | |
123 | editor | 1994 | 0.00393816 | |
124 | editor | 1995 | 0.003983459 | |
125 | editor | 1996 | 0.004029911 | |
126 | editor | 1997 | 0.004086194 | |
127 | editor | 1998 | 0.004120488 | |
128 | editor | 1999 | 0.004117907 | |
129 | editor | 2000 | 0.004121607 | |
130 | editor | 2001 | 0.004137679 | |
131 | editor | 2002 | 0.00420052 | |
132 | editor | 2003 | 0.004306652 | |
133 | editor | 2004 | 0.004468265 | |
134 | editor | 2005 | 0.004713928 | |
135 | editor | 2006 | 0.005193305 | |
136 | editor | 2007 | 0.005561608 | |
137 | editor | 2008 | 0.005130519 | |
138 | editor | 2009 | 0.004203931 | |
139 | editor | 2010 | 0.003910177 | |
140 | editor | 2011 | 0 | |
141 | editor | 2012 | 0.003620182 | |
142 | editor | 2013 | 0 | |
143 | editor | 2014 | 0 | |
144 | editor | 2015 | 0 | |
145 | editor | 2016 | 0 | |
146 | judge | 1988 | 0 | |
147 | judge | 1989 | 0 | |
148 | judge | 1990 | 0 | |
149 | judge | 1991 | 0 | |
150 | judge | 1992 | 0 | |
151 | judge | 1993 | 0 | |
152 | judge | 1994 | 0 | |
153 | judge | 1995 | 0 | |
154 | judge | 1996 | 0 | |
155 | judge | 1997 | 0 | |
156 | judge | 1998 | 0 | |
157 | judge | 1999 | 0 | |
158 | judge | 2000 | 0 | |
159 | judge | 2001 | 0 | |
160 | judge | 2002 | 0 | |
161 | judge | 2003 | 0 | |
162 | judge | 2004 | 0.003403402 | |
163 | judge | 2005 | 0.003567858 | |
164 | judge | 2006 | 0.003844897 | |
165 | judge | 2007 | 0.004267012 | |
166 | judge | 2008 | 0.005655944 | |
167 | judge | 2009 | 0.008801831 | |
168 | judge | 2010 | 0.007304757 | |
169 | judge | 2011 | 0.005979796 | |
170 | judge | 2012 | 0.0051208 | |
171 | judge | 2013 | 0.004570876 | |
172 | judge | 2014 | 0.004168988 | |
173 | judge | 2015 | 0.004007139 | |
174 | judge | 2016 | 0.003989498 | |
175 | law | 1988 | 0 | |
176 | law | 1989 | 0 | |
177 | law | 1990 | 0 | |
178 | law | 1991 | 0 | |
179 | law | 1992 | 0 | |
180 | law | 1993 | 0 | |
181 | law | 1994 | 0 | |
182 | law | 1995 | 0 | |
183 | law | 1996 | 0 | |
184 | law | 1997 | 0 | |
185 | law | 1998 | 0 | |
186 | law | 1999 | 0 | |
187 | law | 2000 | 0 | |
188 | law | 2001 | 0 | |
189 | law | 2002 | 0 | |
190 | law | 2003 | 0 | |
191 | law | 2004 | 0 | |
192 | law | 2005 | 0 | |
193 | law | 2006 | 0 | |
194 | law | 2007 | 0.003467617 | |
195 | law | 2008 | 0.004101424 | |
196 | law | 2009 | 0.005399249 | |
197 | law | 2010 | 0.005341449 | |
198 | law | 2011 | 0.005191437 | |
199 | law | 2012 | 0.005184134 | |
200 | law | 2013 | 0.005281844 | |
201 | law | 2014 | 0.00538672 | |
202 | law | 2015 | 0.005549057 | |
203 | law | 2016 | 0.005553552 | |
204 | news | 1988 | 0.00386239 | |
205 | news | 1989 | 0.003866865 | |
206 | news | 1990 | 0.003845756 | |
207 | news | 1991 | 0.003839454 | |
208 | news | 1992 | 0.003856031 | |
209 | news | 1993 | 0.003834499 | |
210 | news | 1994 | 0.00380951 | |
211 | news | 1995 | 0.003764031 | |
212 | news | 1996 | 0.003693126 | |
213 | news | 1997 | 0.003619985 | |
214 | news | 1998 | 0.003549786 | |
215 | news | 1999 | 0.003499205 | |
216 | news | 2000 | 0.0034595 | |
217 | news | 2001 | 0 | |
218 | news | 2002 | 0 | |
219 | news | 2003 | 0 | |
220 | news | 2004 | 0 | |
221 | news | 2005 | 0 | |
222 | news | 2006 | 0.003363541 | |
223 | news | 2007 | 0 | |
224 | news | 2008 | 0 | |
225 | news | 2009 | 0 | |
226 | news | 2010 | 0 | |
227 | news | 2011 | 0 | |
228 | news | 2012 | 0.004119187 | |
229 | news | 2013 | 0.004459929 | |
230 | news | 2014 | 0.004757734 | |
231 | news | 2015 | 0.005003324 | |
232 | news | 2016 | 0.005087781 | |
233 | people | 1988 | 0.003984829 | |
234 | people | 1989 | 0.004000819 | |
235 | people | 1990 | 0.00402139 | |
236 | people | 1991 | 0.004015861 | |
237 | people | 1992 | 0.003994755 | |
238 | people | 1993 | 0.003976417 | |
239 | people | 1994 | 0.003959939 | |
240 | people | 1995 | 0.003946422 | |
241 | people | 1996 | 0.00394129 | |
242 | people | 1997 | 0.003945985 | |
243 | people | 1998 | 0.003954397 | |
244 | people | 1999 | 0.003966902 | |
245 | people | 2000 | 0.003978603 | |
246 | people | 2001 | 0.003987619 | |
247 | people | 2002 | 0.003967233 | |
248 | people | 2003 | 0.003942769 | |
249 | people | 2004 | 0.003920578 | |
250 | people | 2005 | 0.003894915 | |
251 | people | 2006 | 0.003805457 | |
252 | people | 2007 | 0.003713796 | |
253 | people | 2008 | 0 | |
254 | people | 2009 | 0 | |
255 | people | 2010 | 0 | |
256 | people | 2011 | 0.003975832 | |
257 | people | 2012 | 0.004075753 | |
258 | people | 2013 | 0.004040752 | |
259 | people | 2014 | 0.004017696 | |
260 | people | 2015 | 0.004011437 | |
261 | people | 2016 | 0.003999279 | |
262 | public | 1988 | 0 | |
263 | public | 1989 | 0 | |
264 | public | 1990 | 0 | |
265 | public | 1991 | 0 | |
266 | public | 1992 | 0 | |
267 | public | 1993 | 0 | |
268 | public | 1994 | 0 | |
269 | public | 1995 | 0 | |
270 | public | 1996 | 0 | |
271 | public | 1997 | 0 | |
272 | public | 1998 | 0 | |
273 | public | 1999 | 0 | |
274 | public | 2000 | 0 | |
275 | public | 2001 | 0 | |
276 | public | 2002 | 0 | |
277 | public | 2003 | 0 | |
278 | public | 2004 | 0 | |
279 | public | 2005 | 0 | |
280 | public | 2006 | 0 | |
281 | public | 2007 | 0 | |
282 | public | 2008 | 0 | |
283 | public | 2009 | 0 | |
284 | public | 2010 | 0 | |
285 | public | 2011 | 0 | |
286 | public | 2012 | 0 | |
287 | public | 2013 | 0.003851887 | |
288 | public | 2014 | 0.004202806 | |
289 | public | 2015 | 0.004460643 | |
290 | public | 2016 | 0.004537607 | |
291 | question | 1988 | 0 | |
292 | question | 1989 | 0 | |
293 | question | 1990 | 0 | |
294 | question | 1991 | 0 | |
295 | question | 1992 | 0 | |
296 | question | 1993 | 0 | |
297 | question | 1994 | 0 | |
298 | question | 1995 | 0 | |
299 | question | 1996 | 0 | |
300 | question | 1997 | 0 | |
301 | question | 1998 | 0 | |
302 | question | 1999 | 0 | |
303 | question | 2000 | 0 | |
304 | question | 2001 | 0 | |
305 | question | 2002 | 0 | |
306 | question | 2003 | 0 | |
307 | question | 2004 | 0 | |
308 | question | 2005 | 0 | |
309 | question | 2006 | 0 | |
310 | question | 2007 | 0 | |
311 | question | 2008 | 0 | |
312 | question | 2009 | 0.004298192 | |
313 | question | 2010 | 0.004085589 | |
314 | question | 2011 | 0.003824912 | |
315 | question | 2012 | 0 | |
316 | question | 2013 | 0 | |
317 | question | 2014 | 0 | |
318 | question | 2015 | 0 | |
319 | question | 2016 | 0 | |
320 | science | 1988 | 0.008000504 | |
321 | science | 1989 | 0.008031952 | |
322 | science | 1990 | 0.008100444 | |
323 | science | 1991 | 0.008288117 | |
324 | science | 1992 | 0.00856409 | |
325 | science | 1993 | 0.00878788 | |
326 | science | 1994 | 0.008982923 | |
327 | science | 1995 | 0.009198072 | |
328 | science | 1996 | 0.009418574 | |
329 | science | 1997 | 0.009693132 | |
330 | science | 1998 | 0.009980014 | |
331 | science | 1999 | 0.010363349 | |
332 | science | 2000 | 0.010786935 | |
333 | science | 2001 | 0.011130485 | |
334 | science | 2002 | 0.010717438 | |
335 | science | 2003 | 0.010318922 | |
336 | science | 2004 | 0.010032667 | |
337 | science | 2005 | 0.009468139 | |
338 | science | 2006 | 0.006995056 | |
339 | science | 2007 | 0.005021622 | |
340 | science | 2008 | 0.00389476 | |
341 | science | 2009 | 0 | |
342 | science | 2010 | 0 | |
343 | science | 2011 | 0.004273728 | |
344 | science | 2012 | 0.004693019 | |
345 | science | 2013 | 0.005085244 | |
346 | science | 2014 | 0.005088585 | |
347 | science | 2015 | 0.004979719 | |
348 | science | 2016 | 0.004927682 | |
349 | scientific | 1988 | 0.004028692 | |
350 | scientific | 1989 | 0.0040393 | |
351 | scientific | 1990 | 0.004057557 | |
352 | scientific | 1991 | 0.004095791 | |
353 | scientific | 1992 | 0.004149737 | |
354 | scientific | 1993 | 0.004216689 | |
355 | scientific | 1994 | 0.004269475 | |
356 | scientific | 1995 | 0.0043211 | |
357 | scientific | 1996 | 0.004317657 | |
358 | scientific | 1997 | 0.004285091 | |
359 | scientific | 1998 | 0.004222833 | |
360 | scientific | 1999 | 0.004166765 | |
361 | scientific | 2000 | 0.004136403 | |
362 | scientific | 2001 | 0.00410818 | |
363 | scientific | 2002 | 0.00396911 | |
364 | scientific | 2003 | 0.003855751 | |
365 | scientific | 2004 | 0.003789322 | |
366 | scientific | 2005 | 0.003647884 | |
367 | scientific | 2006 | 0 | |
368 | scientific | 2007 | 0 | |
369 | scientific | 2008 | 0 | |
370 | scientific | 2009 | 0 | |
371 | scientific | 2010 | 0 | |
372 | scientific | 2011 | 0 | |
373 | scientific | 2012 | 0 | |
374 | scientific | 2013 | 0 | |
375 | scientific | 2014 | 0 | |
376 | scientific | 2015 | 0 | |
377 | scientific | 2016 | 0 | |
378 | sen | 1988 | 0 | |
379 | sen | 1989 | 0 | |
380 | sen | 1990 | 0 | |
381 | sen | 1991 | 0 | |
382 | sen | 1992 | 0 | |
383 | sen | 1993 | 0 | |
384 | sen | 1994 | 0 | |
385 | sen | 1995 | 0 | |
386 | sen | 1996 | 0 | |
387 | sen | 1997 | 0 | |
388 | sen | 1998 | 0 | |
389 | sen | 1999 | 0 | |
390 | sen | 2000 | 0 | |
391 | sen | 2001 | 0 | |
392 | sen | 2002 | 0 | |
393 | sen | 2003 | 0 | |
394 | sen | 2004 | 0 | |
395 | sen | 2005 | 0 | |
396 | sen | 2006 | 0 | |
397 | sen | 2007 | 0 | |
398 | sen | 2008 | 0 | |
399 | sen | 2009 | 0 | |
400 | sen | 2010 | 0 | |
401 | sen | 2011 | 0 | |
402 | sen | 2012 | 0 | |
403 | sen | 2013 | 0 | |
404 | sen | 2014 | 0 | |
405 | sen | 2015 | 0 | |
406 | sen | 2016 | 0 | |
407 | sotomayor | 1988 | 0 | |
408 | sotomayor | 1989 | 0 | |
409 | sotomayor | 1990 | 0 | |
410 | sotomayor | 1991 | 0 | |
411 | sotomayor | 1992 | 0 | |
412 | sotomayor | 1993 | 0 | |
413 | sotomayor | 1994 | 0 | |
414 | sotomayor | 1995 | 0 | |
415 | sotomayor | 1996 | 0 | |
416 | sotomayor | 1997 | 0 | |
417 | sotomayor | 1998 | 0 | |
418 | sotomayor | 1999 | 0 | |
419 | sotomayor | 2000 | 0 | |
420 | sotomayor | 2001 | 0 | |
421 | sotomayor | 2002 | 0 | |
422 | sotomayor | 2003 | 0 | |
423 | sotomayor | 2004 | 0 | |
424 | sotomayor | 2005 | 0 | |
425 | sotomayor | 2006 | 0 | |
426 | sotomayor | 2007 | 0 | |
427 | sotomayor | 2008 | 0 | |
428 | sotomayor | 2009 | 0.005045718 | |
429 | sotomayor | 2010 | 0.004070287 | |
430 | sotomayor | 2011 | 0 | |
431 | sotomayor | 2012 | 0 | |
432 | sotomayor | 2013 | 0 | |
433 | sotomayor | 2014 | 0 | |
434 | sotomayor | 2015 | 0 | |
435 | sotomayor | 2016 | 0 | |
436 | story | 1988 | 0.004012996 | |
437 | story | 1989 | 0.004030489 | |
438 | story | 1990 | 0.004026561 | |
439 | story | 1991 | 0.00388023 | |
440 | story | 1992 | 0.003716243 | |
441 | story | 1993 | 0.003575721 | |
442 | story | 1994 | 0.00344705 | |
443 | story | 1995 | 0 | |
444 | story | 1996 | 0 | |
445 | story | 1997 | 0 | |
446 | story | 1998 | 0 | |
447 | story | 1999 | 0 | |
448 | story | 2000 | 0 | |
449 | story | 2001 | 0 | |
450 | story | 2002 | 0 | |
451 | story | 2003 | 0 | |
452 | story | 2004 | 0 | |
453 | story | 2005 | 0 | |
454 | story | 2006 | 0 | |
455 | story | 2007 | 0 | |
456 | story | 2008 | 0 | |
457 | story | 2009 | 0 | |
458 | story | 2010 | 0 | |
459 | story | 2011 | 0 | |
460 | story | 2012 | 0 | |
461 | story | 2013 | 0 | |
462 | story | 2014 | 0 | |
463 | story | 2015 | 0 | |
464 | story | 2016 | 0 | |
465 | time | 1988 | 0 | |
466 | time | 1989 | 0 | |
467 | time | 1990 | 0 | |
468 | time | 1991 | 0 | |
469 | time | 1992 | 0 | |
470 | time | 1993 | 0 | |
471 | time | 1994 | 0 | |
472 | time | 1995 | 0 | |
473 | time | 1996 | 0 | |
474 | time | 1997 | 0 | |
475 | time | 1998 | 0 | |
476 | time | 1999 | 0 | |
477 | time | 2000 | 0 | |
478 | time | 2001 | 0 | |
479 | time | 2002 | 0 | |
480 | time | 2003 | 0 | |
481 | time | 2004 | 0 | |
482 | time | 2005 | 0 | |
483 | time | 2006 | 0 | |
484 | time | 2007 | 0 | |
485 | time | 2008 | 0 | |
486 | time | 2009 | 0 | |
487 | time | 2010 | 0 | |
488 | time | 2011 | 0 | |
489 | time | 2012 | 0 | |
490 | time | 2013 | 0 | |
491 | time | 2014 | 0 | |
492 | time | 2015 | 0 | |
493 | time | 2016 | 0 | |
494 | times | 1988 | 0 | |
495 | times | 1989 | 0 | |
496 | times | 1990 | 0 | |
497 | times | 1991 | 0 | |
498 | times | 1992 | 0 | |
499 | times | 1993 | 0 | |
500 | times | 1994 | 0 | |
501 | times | 1995 | 0 | |
502 | times | 1996 | 0 | |
503 | times | 1997 | 0 | |
504 | times | 1998 | 0 | |
505 | times | 1999 | 0 | |
506 | times | 2000 | 0 | |
507 | times | 2001 | 0 | |
508 | times | 2002 | 0 | |
509 | times | 2003 | 0 | |
510 | times | 2004 | 0 | |
511 | times | 2005 | 0 | |
512 | times | 2006 | 0 | |
513 | times | 2007 | 0 | |
514 | times | 2008 | 0 | |
515 | times | 2009 | 0 | |
516 | times | 2010 | 0 | |
517 | times | 2011 | 0 | |
518 | times | 2012 | 0 | |
519 | times | 2013 | 0 | |
520 | times | 2014 | 0 | |
521 | times | 2015 | 0 | |
522 | times | 2016 | 0 |
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