Stock Market Lexicon

README.md

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+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