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Added AFINN data and trivial word/passage scoring.

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commit 6cf683e7dfd408e25d91c3cb2c1c24ce84403d22 1 parent 55ef1b3
@MattOates authored
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2,478 data/AFINN-111.txt
@@ -0,0 +1,2478 @@
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+uselessness -2
+vague -2
+validate 1
+validated 1
+validates 1
+validating 1
+verdict -1
+verdicts -1
+vested 1
+vexation -2
+vexing -2
+vibrant 3
+vicious -2
+victim -3
+victimize -3
+victimized -3
+victimizes -3
+victimizing -3
+victims -3
+vigilant 3
+vile -3
+vindicate 2
+vindicated 2
+vindicates 2
+vindicating 2
+violate -2
+violated -2
+violates -2
+violating -2
+violence -3
+violent -3
+virtuous 2
+virulent -2
+vision 1
+visionary 3
+visioning 1
+visions 1
+vitality 3
+vitamin 1
+vitriolic -3
+vivacious 3
+vociferous -1
+vulnerability -2
+vulnerable -2
+walkout -2
+walkouts -2
+wanker -3
+want 1
+war -2
+warfare -2
+warm 1
+warmth 2
+warn -2
+warned -2
+warning -3
+warnings -3
+warns -2
+waste -1
+wasted -2
+wasting -2
+wavering -1
+weak -2
+weakness -2
+wealth 3
+wealthy 2
+weary -2
+weep -2
+weeping -2
+weird -2
+welcome 2
+welcomed 2
+welcomes 2
+whimsical 1
+whitewash -3
+whore -4
+wicked -2
+widowed -1
+willingness 2
+win 4
+winner 4
+winning 4
+wins 4
+winwin 3
+wish 1
+wishes 1
+wishing 1
+withdrawal -3
+woebegone -2
+woeful -3
+won 3
+wonderful 4
+woo 3
+woohoo 3
+wooo 4
+woow 4
+worn -1
+worried -3
+worry -3
+worrying -3
+worse -3
+worsen -3
+worsened -3
+worsening -3
+worsens -3
+worshiped 3
+worst -3
+worth 2
+worthless -2
+worthy 2
+wow 4
+wowow 4
+wowww 4
+wrathful -3
+wreck -2
+wrong -2
+wronged -2
+wtf -4
+yeah 1
+yearning 1
+yeees 2
+yes 1
+youthful 2
+yucky -2
+yummy 3
+zealot -2
+zealots -2
+zealous 2
View
44 data/AFINN-README.txt
@@ -0,0 +1,44 @@
+AFINN is a list of English words rated for valence with an integer
+between minus five (negative) and plus five (positive). The words have
+been manually labeled by Finn Årup Nielsen in 2009-2011. The file
+is tab-separated. There are two versions:
+
+AFINN-111: Newest version with 2477 words and phrases.
+
+AFINN-96: 1468 unique words and phrases on 1480 lines. Note that there
+are 1480 lines, as some words are listed twice. The word list in not
+entirely in alphabetic ordering.
+
+An evaluation of the word list is available in:
+
+Finn Årup Nielsen, "A new ANEW: Evaluation of a word list for
+sentiment analysis in microblogs", http://arxiv.org/abs/1103.2903
+
+The list was used in:
+
+Lars Kai Hansen, Adam Arvidsson, Finn Årup Nielsen, Elanor Colleoni,
+Michael Etter, "Good Friends, Bad News - Affect and Virality in
+Twitter", The 2011 International Workshop on Social Computing,
+Network, and Services (SocialComNet 2011).
+
+
+This database of words is copyright protected and distributed under
+"Open Database License (ODbL) v1.0"
+http://www.opendatacommons.org/licenses/odbl/1.0/ or a similar
+copyleft license.
+
+See comments on the word list here:
+http://fnielsen.posterous.com/old-anew-a-sentiment-about-sentiment-analysis
+
+
+In Python the file may be read into a dictionary with:
+
+>>> afinn = dict(map(lambda (k,v): (k,int(v)),
+ [ line.split('\t') for line in open("AFINN-111.txt") ]))
+>>> afinn["Good".lower()]
+3
+>>> sum(map(lambda word: afinn.get(word, 0), "Rainy day but still in a good mood".lower().split()))
+2
+
+
+
View
541 data/ODBL1.0-LICENSE.txt
@@ -0,0 +1,541 @@
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