diff --git a/README.md b/README.md new file mode 100644 index 0000000..0240edc --- /dev/null +++ b/README.md @@ -0,0 +1,41 @@ +stock_market_lexicon +====================== + +Stock Market Lexicon + +Opinion Lexicon adapted to stock market conversations in microblogging services (e.g., StockTwits, Twitter). This lexical resource was automatically created using diverse statistical measures and a large set of labeled messages from StockTwits. + +The attributes of the lexicon are: +- Item: lexical item, either an unigram or a bigram. +- POS: Part of Speech (POS) tag +- Aff_Score: Sentiment score in affirmative (i.e., non-negated) contexts. +- Neg_Score: Sentiment score in negated contexts. + +The applied POS tags are based on the Penn Treebank POS tagset: +- $: Dollar sign +- CC: Coordinating conjunction +- CD: Cardinal number +- DT: Determiner +- EX: Existencial there +- FW: Foreign word +- IN: Preposition or subordinating conjunction +- JJ: Adjective +- LS: List item marker +- MD: Modal +- NN: Noun +- PD: Predeterminer +- PO: Possessive ending +- PR: Personal Pronoun +- RB: Adverb +- RP: Particle +- SY: Symbol (mathematical or scientific) +- TO: to +- UH: Interjection +- VB: Verb +- WD: wh-determiner +- WP: wh-pronoun +- WR: wh-adverb + +We added two more tags: +- null: bigram +- EM: Emoticons diff --git a/stock_lex.csv b/stock_lex.csv new file mode 100644 index 0000000..be99f6d --- /dev/null +++ b/stock_lex.csv @@ -0,0 +1,20551 @@ +"Item","POS","Aff_Score","Neg_Score" +"'em","PR",0.379542372881356,0.53341935483871 +"'n","CC",1.41317647058824,1.19991666666667 +"'n handle","",2.839,2.941 +"'s a","",-0.0230769230769231,-0.0136153846153846 +"'s abc","",2.26166666666667,2.3 +"'s act","",2.403,2.443 +"'s again","",-0.156285714285714,-0.0709333333333334 +"'s all","",1.04278571428571,1.17278571428571 +"'s and","",-0.154545454545455,-0.147950617283951 +"'s area","",-1.64507142857143,-1.61935714285714 +"'s article","",2.637,1.72425 +"'s be","",0.149075,0.194917355371901 +"'s big","",2.56572972972973,2.60562162162162 +"'s but","",-0.0878181818181819,-0.0878181818181819 +"'s by","",-0.513333333333334,-0.573533333333334 +"'s call","",2.222,2.263 +"'s chart","",-0.483568627450981,-0.447764705882353 +"'s close","",-0.399820512820512,-0.393481481481482 +"'s 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