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Jverma/README.md

Created July 19, 2015 15:15
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Sentiment Scores of Tweets
Raw
README.md

Scatterplot of sentiment scores of tweets extracted using search API.

The sentiment is calculated using AFINN scores. For more information see Twitter Sentiment Analysis

It can be seen that a lot of the tweets are neutral (zero sentiment score).

Raw
index.html
<!DOCTYPE html>
<meta charset="utf-8">
<style>
body {
font: 10px sans-serif;
}
.axis path,
.axis line {
fill: none;
stroke: #000;
shape-rendering: crispEdges;
}
.dot {
stroke: none;
}
</style>
<body>
<script src="http://d3js.org/d3.v3.min.js"></script>
<script>
var margin = {top: 20, right: 20, bottom: 30, left: 40},
width = 960 - margin.left - margin.right,
height = 500 - margin.top - margin.bottom;
var x = d3.scale.linear()
.range([0, width]);
var y = d3.scale.linear()
.range([height, 0]);
var color = d3.scale.category10();
var xAxis = d3.svg.axis()
.scale(x)
.orient("bottom");
var yAxis = d3.svg.axis()
.scale(y)
.orient("left");
var svg = d3.select("body").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 + ")");
d3.csv("sentiment_by_tweet.csv", function(error, data) {
data.forEach(function(d) {
d.Index = +d.Index;
d.Score = +d.Score;
});
x.domain(d3.extent(data, function(d) { return d.Index; })).nice();
y.domain(d3.extent(data, function(d) { return d.Score; })).nice();
svg.append("g")
.attr("class", "x axis")
.attr("transform", "translate(0," + height + ")")
.call(xAxis)
.append("text")
.attr("class", "label")
.attr("x", width)
.attr("y", -6)
.style("text-anchor", "end")
.text("Tweet Index");
svg.append("g")
.attr("class", "y axis")
.call(yAxis)
.append("text")
.attr("class", "label")
.attr("transform", "rotate(-90)")
.attr("y", 6)
.attr("dy", ".71em")
.style("text-anchor", "end")
.text("Sentiment Score")
svg.selectAll(".dot")
.data(data)
.enter().append("circle")
.attr("class", "dot")
.attr("r", 2.5)
.attr("cx", function(d) { return x(d.Index); })
.attr("cy", function(d) { return y(d.Score); })
.style("fill", function(d) { return 'steelblue' });
var legend = svg.selectAll(".legend")
.data(color.domain())
.enter().append("g")
.attr("class", "legend")
.attr("transform", function(d, i) { return "translate(0," + i * 20 + ")"; });
legend.append("rect")
.attr("x", width - 18)
.attr("width", 18)
.attr("height", 18)
.style("fill", color);
legend.append("text")
.attr("x", width - 24)
.attr("y", 9)
.attr("dy", ".35em")
.style("text-anchor", "end")
.text(function(d) { return d; });
});
</script>
Raw
sentiment_by_tweet.csv
Index Score
0 8
1 0
2 0
3 4
4 0
5 0
6 0
7 2
8 0
9 0
10 1
11 0
12 1
13 0
14 0
15 -2
16 -1
17 0
18 0
19 0
20 0
21 0
22 -2
23 0
24 1
25 0
26 -4
27 -2
28 -2
29 0
30 0
31 0
32 1
33 0
34 0
35 1
36 0
37 4
38 0
39 0
40 0
41 0
42 0
43 1
44 2
45 -2
46 0
47 0
48 0
49 0
50 0
51 4
52 0
53 0
54 0
55 0
56 0
57 0
58 0
59 0
60 0
61 0
62 0
63 0
64 0
65 0
66 2
67 -1
68 6
69 0
70 0
71 4
72 0
73 0
74 1
75 0
76 0
77 0
78 0
79 0
80 0
81 2
82 0
83 0
84 6
85 2
86 0
87 2
88 0
89 3
90 0
91 0
92 0
93 0
94 0
95 0
96 -2
97 0
98 0
99 0
100 0
101 0
102 2
103 2
104 3
105 0
106 0
107 0
108 0
109 0
110 0
111 0
112 0
113 -2
114 0
115 0
116 0
117 0
118 0
119 0
120 0
121 0
122 0
123 1
124 1
125 0
126 0
127 0
128 4
129 0
130 1
131 -1
132 0
133 0
134 0
135 2
136 4
137 0
138 0
139 4
140 0
141 0
142 5
143 5
144 0
145 0
146 3
147 4
148 2
149 0
150 2
151 0
152 2
153 0
154 0
155 0
156 0
157 0
158 0
159 0
160 0
161 0
162 0
163 4
164 0
165 0
166 3
167 0
168 0
169 1
170 0
171 0
172 -2
173 0
174 0
175 0
176 4
177 0
178 0
179 0
180 3
181 0
182 0
183 0
184 0
185 0
186 2
187 0
188 0
189 2
190 1
191 0
192 0
193 0
194 0
195 0
196 0
197 1
198 6
199 0
200 1
201 0
202 0
203 0
204 0
205 0
206 0
207 2
208 0
209 0
210 1
211 3
212 0
213 0
214 0
215 0
216 0
217 4
218 0
219 2
220 0
221 0
222 0
223 0
224 1
225 0
226 2
227 0
228 2
229 0
230 0
231 2
232 1
233 0
234 0
235 0
236 0
237 0
238 0
239 0
240 0
241 0
242 0
243 2
244 0
245 1
246 0
247 0
248 0
249 3
250 0
251 0
252 0
253 0
254 0
255 0
256 0
257 4
258 0
259 0
260 0
261 4
262 0
263 0
264 0
265 0
266 0
267 0
268 0
269 0
270 4
271 0
272 0
273 0
274 0
275 0
276 0
277 -1
278 0
279 0
280 0
281 0
282 0
283 -2
284 0
285 0
286 0
287 0
288 0
289 0
290 3
291 0
292 0
293 2
294 0
295 0
296 0
297 0
298 0
299 -1
300 0
301 0
302 1
303 1
304 0
305 0
306 -2
307 0
308 0
309 0
310 0
311 4
312 2
313 0
314 0
315 -1
316 0
317 0
318 0
319 0
320 0
321 2
322 0
323 0
324 0
325 0
326 -1
327 2
328 0
329 0
330 2
331 0
332 3
333 5
334 2
335 0
336 0
337 0
338 0
339 0
340 0
341 4
342 4
343 -3
344 0
345 0
346 0
347 0
348 0
349 0
350 0
351 0
352 -2
353 0
354 4
355 0
356 1
357 0
358 1
359 1
360 4
361 0
362 0
363 4
364 0
365 0
366 0
367 2
368 0
369 0
370 0
371 0
372 0
373 0
374 0
375 -1
376 0
377 0
378 3
379 1
380 0
381 0
382 0
383 0
384 0
385 4
386 0
387 0
388 0
389 0
390 0
391 0
392 0
393 2
394 0
395 4
396 0
397 0
398 -1
399 0
400 0
401 6
402 3
403 0
404 4
405 0
406 0
407 4
408 0
409 0
410 0
411 -2
412 0
413 5
414 0
415 0
416 0
417 0
418 0
419 0
420 0
421 0
422 0
423 5
424 3
425 0
426 0
427 3
428 0
429 0
430 0
431 0
432 -1
433 0
434 0
435 0
436 5
437 0
438 1
439 0
440 0
441 0
442 0
443 0
444 0
445 0
446 0
447 0
448 0
449 1
450 0
451 0
452 0
453 0
454 0
455 1
456 0
457 0
458 0
459 0
460 0
461 0
462 1
463 0
464 7
465 0
466 4
467 0
468 1
469 1
470 0
471 0
472 0
473 2
474 0
475 0
476 1
477 0
478 0
479 0
480 0
481 0
482 0
483 0
484 0
485 4
486 0
487 0
488 0
489 0
490 0
491 3
492 0
493 0
494 0
495 0
496 0
497 0
498 0
499 5
500 1
501 1
502 3
503 0
504 0
505 0
506 0
507 5
508 0
509 0
510 0
511 0
512 1
513 0
514 2
515 0
516 0
517 0
518 0
519 0
520 0
521 0
522 0
523 0
524 0
525 0
526 0
527 0
528 0
529 5
530 2
531 0
532 0
533 0
534 2
535 0
536 2
537 0
538 0
539 0
540 0
541 1
542 0
543 0
544 0
545 2
546 0
547 0
548 0
549 0
550 0
551 2
552 -1
553 0
554 0
555 0
556 0
557 2
558 0
559 0
560 0
561 0
562 0
563 0
564 -1
565 0
566 0
567 0
568 0
569 0
570 0
571 0
572 4
573 0
574 0
575 0
576 0
577 0
578 4
579 0
580 0
581 0
582 0
583 0
584 0
585 0
586 0
587 1
588 0
589 0
590 0
591 0
592 0
593 0
594 0
595 3
596 0
597 0
598 0
599 0
600 0
601 0
602 0
603 0
604 0
605 0
606 0
607 0
608 1
609 0
610 4
611 0
612 0
613 0
614 0
615 0
616 0
617 0
618 0
619 0
620 0
621 0
622 2
623 0
624 0
625 0
626 0
627 0
628 5
629 0
630 0
631 0
632 3
633 0
634 0
635 2
636 0
637 1
638 -1
639 0
640 1
641 0
642 5
643 0
644 0
645 0
646 7
647 0
648 0
649 1
650 0
651 2
652 0
653 4
654 3
655 0
656 0
657 0
658 0
659 0
660 7
661 0
662 0
663 0
664 0
665 0
666 1
667 0
668 3
669 0
670 0
671 0
672 2
673 0
674 0
675 0
676 0
677 0
678 1
679 0
680 0
681 2
682 0
683 0
684 0
685 0
686 1
687 2
688 0
689 0
690 -2
691 0
692 0
693 0
694 -2
695 7
696 -2
697 0
698 0
699 0
700 0
701 3
702 6
703 4
704 0
705 3
706 0
707 0
708 0
709 0
710 7
711 3
712 0
713 1
714 0
715 0
716 0
717 0
718 1
719 0
720 0
721 1
722 0
723 0
724 0
725 0
726 0
727 0
728 0
729 0
730 0
731 0
732 4
733 0
734 0
735 0
736 0
737 0
738 0
739 0
740 4
741 0
742 4
743 0
744 0
745 0
746 0
747 0
748 1
749 2
750 0
751 0
752 0
753 0
754 0
755 0
756 0
757 4
758 0
759 0
760 0
761 1
762 0
763 0
764 3
765 0
766 0
767 0
768 2
769 0
770 0
771 1
772 0
773 0
774 0
775 0
776 0
777 0
778 0
779 3
780 0
781 0
782 0
783 0
784 0
785 0
786 0
787 2
788 0
789 7
790 0
791 3
792 0
793 0
794 0
795 0
796 0
797 0
798 0
799 0
800 0
801 4
802 1
803 0
804 2
805 -1
806 0
807 0
808 0
809 0
810 1
811 0
812 0
813 0
814 0
815 -1
816 2
817 4
818 4
819 0
820 2
821 0
822 2
823 0
824 0
825 0
826 0
827 0
828 1
829 0
830 0
831 0
832 0
833 0
834 2
835 0
836 5
837 0
838 1
839 0
840 0
841 0
842 -2
843 3
844 -2
845 0
846 0
847 0
848 0
849 0
850 0
851 0
852 0
853 0
854 0
855 0
856 0
857 0
858 0
859 0
860 2
861 2
862 0
863 0
864 1
865 1
866 0
867 1
868 0
869 1
870 3
871 0
872 0
873 0
874 4
875 7
876 0
877 0
878 0
879 1
880 4
881 0
882 0
883 4
884 0
885 4
886 0
887 0
888 0
889 0
890 0
891 0
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