textAnalysis

Cleaning and preparing dataset for text analysis

Function cleans and prepare dataset for text analysis by removing stopwords, punctuations, special chracters, emojis, hashtags, short words of 2 characters and long words of 16 characters. It prepare dataset for sentiment analysis by converting text into stem form and into lower case.