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.