List of all feature counting functions

count_functions

Format

Named list of all ferature counting functions

n_words: Number of words.
n_uq_words: Number of unique words.
n_charS: Number of characters. Not counting urls, hashtags, mentions or white spaces.
n_uq_charS: Number of unique characters. Not counting urls, hashtags, mentions or white spaces.
n_digits: Number of digits.
n_hashtags: Number of hashtags, word preceded by a '#'.
n_uq_hashtags: Number of unique hashtags, word preceded by a '#'.
n_mentions: Number of mentions, word preceded by a '@'.
n_uq_mentions: Number of unique mentions, word preceded by a '@'.
n_commas: Number of commas.
n_periods: Number of periods.
n_exclaims: Number of exclamation points.
n_extraspaces: Number of times more then 1 consecutive space have been used.
n_caps: Number of upper case characters.
n_lowers: Number of lower case characters.
n_urls: Number of urls.
n_uq_urls: Number of unique urls.
n_nonasciis: Number of non ascii characters.
n_puncts: Number of punctuations characters, not including exclamation points, periods and commas.
politeness: Summed sentiment value calculated using politeness_dict.
first_person: Number of "first person" words.
first_personp: Number of "first person plural" words.
second_person: Number of "second person" words.
second_personp: Number of "second person plural" words.
third_person: Number of "third person" words.
to_be: Number of "to be" words.
prepositions: Number of preposition words.

Details

In this function we refer to "first person", "first person plural" and so on. This list describes what words are contained in each group.

first person: I, me, myself, my, mine, this.
first person plural: we, us, our, ours, these.
second person: you, yours, your, yourself.
second person plural: he, she, it, its, his, hers.
third person: they, them, theirs, their, they're, their's, those, that.
to be: am, is, are, was, were, being, been, be, were, be.
prepositions: about, below, excepting, off, toward, above, beneath, on, under, across, from, onto, underneath, after, between, in, out, until, against, beyond, outside, up, along, but, inside, over, upon, among, by, past, around, concerning, regarding, with, at, despite, into, since, within, down, like, through, without, before, during, near, throughout, behind, except, of, to, for.

List of all feature counting functions

Format

Details

Contents