README.md

In hank07/Sentiment: Analyse Sentiment of English Sentences

RSentiment

A package in R to analyse sentiment of English sentences

This package contains three functions that allow R users to analyse sentiment (Positive, Negative, Very Positive, Very Negative, Neutral, Sarcasm) of a text. This package is currently supported in English only.

Current CRAN release is 2.1.3. To install the most updated version of this package from CRAN, run the following code.

install.packages("RSentiment")

calculate_score()

This function loads text and calculates score of each sentence of the text fed on basis of following conditions. Parts of Speech tagging of each word of the sentence Identifying various conditions of occurrences and presence of Verb, Adverb, Adjective, Noun etc in each sentence Accordingly, marking the presence of words of positive and negative sentiment and order of their occurence Considering negation Checking for sarcasm on basis of presence of punctuation(currently) Checking presence of emoticons in the text

This method can provide result in the following range.

• 0 indicates neutral sentiment.
• Positive value indicates positive sentiment.
• Negative value indicates negative sentiment.
• 99 indicates sarcasm.

calculate_sentiment()

This function loads text and calculates sentiment of each sentence. This function uses the score predicted by calculate_score method to classify the sentences. It classifies sentences into 6 categories: Positive Negative Very Positive Very Negative Sarcasm Neutral

calculate_total_presence_sentiment()

This function loads text and calculates number of sentences under each category of Positive Negative Very Positive Very Negative Neutral Sarcasm.

hank07/Sentiment documentation built on May 21, 2019, 1:45 a.m.