stopPropagHate: Stop PropagHate function

In paulafortuna/StopPropagHateR: Hate Speech classification using Deep Learning to English and Portuguese

Description

This function allows you to evaluate if a set of text messages constains hate speech. The usage of the function stopPropagHate requires the download of tokenizer and model files to the working directory. For an automatic download and usage without prompt check the function stopPropagHateWithoutPrompt.

Usage

stopPropagHate(data_frame, hate_type = "hate", language = "en")

Arguments

data_frame,	is a data.frame containing a column named "text".
hate_type,	is the type of hate you want to measure. It can be general "hate" speech, "sexism" or "racism".
language,	we provide this funtion both for Enlish "en" and Portuguese "pt".

Examples

texts_data_frame <- data.frame(id = c(1,2,3), texts_data_frame <- data.frame(id = c(1,2,3), text = c("Call me sexist but female sports anchors r the worst. Makes me uncomfortable when women know more about sports than I do", "May Allah bless him with 72 virgin pigs.", "Stop sending me anonymous valentines things. I m pretty sure they are")))
stopPropagHate(texts_data_frame, "hate", "en")

paulafortuna/StopPropagHateR documentation built on May 23, 2019, 7:04 p.m.