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Unprocessed Full dictionary codings

All.steps_Dictionaries.Rd

Unprocessed Full dictionary codings, including the vector codings. May be used for different degrees of preprocessing. (e.g., use if text too extensive to preprocess)

Usage

All.steps_Dictionaries

Format

A data frame with 15678 rows. Key column groups:

  • tv: Lower-cased source word; the matching pipeline derives its keys from this column

  • values: Word as obtained from the literature or WordNet (unprocessed)

  • values2: Lemmatized form: lower-case, no spaces or symbols

  • values3: values2 with at most one trailing "s" stripped (not necessarily real words)

  • Columns ending in _dict: Binary (0/1) dictionary membership. With _lo/_hi suffixes for low/high variants

  • Columns ending in _dir: Direction coding (1=high, 0=neutral, -1=low). NA if word not in dictionary

  • fasttext.*: Fasttext word embedding dimensions (Common Crawl)

  • Glove.*: GloVe word embedding dimensions (Common Crawl 840B)

  • Word2vec.*: Word2vec embedding dimensions (Google News)

  • USE.*: Universal Sentence Encoder embedding dimensions