Datasets

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Datasets#

Remote LIWC-format dictionaries, published reference tables, and text corpora, fetched on demand and cached locally.

Corpora#

Text corpora for LIWC analysis.

corpora.fetch_autobiomemsim()

Fetch Autobiographical Memory Similarity corpus.

corpora.fetch_cmu_book_summaries()

Fetch the CMU Book Summary Corpus.

corpora.fetch_cmu_movie_summaries()

Fetch the CMU Movie Summary Corpus.

corpora.fetch_hippocorpus()

Fetch the Hippocorpus.

corpora.fetch_liwc22_demo_data()

Fetch the LIWC-22 Demo Dataset corpus.

corpora.fetch_reddit_short_stories()

Fetch the Reddit Short Stories corpus.

corpora.fetch_sherlock()

Fetch the Sherlock Topic Model Paper corpus.

corpora.fetch_tedtalks([language])

Fetch the TED Talks Transcripts for NLP corpus.

Dictionaries#

LIWC-format dictionaries from published research. Most are binary (each term either belongs to a category or doesn’t); fetch_wrad returns a weighted dictionary (referential-activity scores). fetch_scope and fetch_psychnorms slice a single column out of the SCOPE / psychNorms metabases as a weighted, single-category dictionary.

dictionaries.fetch_bigtwo(*[, version])

Fetch the big two (agency and communion) dictionary.

dictionaries.fetch_emfd()

Fetch the extended moral foundations 2.0 dictionary.

dictionaries.fetch_empath()

Fetch the pre-built Empath dictionary.

dictionaries.fetch_honor()

Fetch the honor dictionary.

dictionaries.fetch_leeq()

Fetch the Lexicon for Evaluation of Education Quality (LEEQ).

dictionaries.fetch_mystical()

Fetch the mystical experience dictionary.

dictionaries.fetch_psychnorms(stem)

Fetch one lexicon column from psychNorms as a weighted dictionary.

dictionaries.fetch_scope(stem)

Fetch one lexicon column from SCOPE as a weighted dictionary.

dictionaries.fetch_sleep()

Fetch the sleep dictionary.

dictionaries.fetch_threat()

Fetch the threat dictionary.

dictionaries.fetch_wrad()

Fetch the Weighted Referential Activity Dictionary (WRAD).

dictionaries.list_psychnorms_stems()

Return the sorted list of valid psychNorms stems for fetch_psychnorms.

dictionaries.list_scope_stems()

Return the sorted list of valid SCOPE stems for fetch_scope.

Tables#

Reference tables and column-classification metadata for the published norms. fetch_psychnorms and fetch_scope return the metadata tables describing each lexicon in the corresponding metabase; for the actual word-level scores see the per-stem dictionary fetchers in liwca.datasets.dictionaries.

tables.fetch_norms_liwc2015()

Fetch the LIWC2015 Descriptive Statistics and Norms table.

tables.fetch_norms_liwc22()

Fetch the LIWC-22 Descriptive Statistics and Norms table.

tables.fetch_psychnorms()

Fetch the psychNorms column-classification metadata table.

tables.fetch_psychometrics_manual(version, table)

Fetch a table from a LIWC Psychometrics Manual.

tables.fetch_scope()

Fetch the SCOPE column-classification metadata table.
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