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text (version 0.9.90)

textEmbedStatic: Applies word embeddings from a given decontextualized static space (such as from Latent Semantic Analyses) to all character variables

Description

Applies word embeddings from a given decontextualized static space (such as from Latent Semantic Analyses) to all character variables

Usage

textEmbedStatic(df, space, tk_df = "null", aggregate = "mean")

Value

A list with tibbles for each character variable. Each tibble comprises a column with the text, followed by columns representing the semantic representations of the text. The tibbles are called the same as the original variable.

Arguments

df

dataframe that at least contains one character column.

space

decontextualized/static space (from textSpace, which is not included in the current text package).

tk_df

default "null"; option to use either the "tk" of "df" space (if using textSpace, which has not been implemented yet).

aggregate

method to aggregate semantic representation when their are more than a single word. (default is "mean"; see also "min" and "max", "concatenate" and "normalize")

See Also

see textEmbed