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emotext is a python package created for analyze sentiment it can be negative, neutral or positive

Project description


emotext is a python library to analize sentiment it can be negative (0), positive (4) or neutral (2).


pip3 install emotext

Instructions for use

from emotext import SentimentProbability

prob = SentimentProbability()"positive_words.txt", "negative_words.txt", "stop_words.txt")

pred = prob.predict("hari ini sangat indah sekali")

# outout
# 4 or positive
name description
positive_words.txt put all the positive words on this file it can be in any language. in this documentation i use indonesian language,so the positive words like example : optimis, kuat, menyenangkan and etc
negative_words.txt all the negative words, example : mengganggu, menindas, kejam and etc
stop_words.txt all the stop words, example : yang, di, dan itu, etc

all of those file wrote in indonesian language, it possible to change with any language. just put all of the word into .txt file and make sure 1 line for 1 word, look at example below :

# do

# don't
optimis kuat menyenangkan

If you are indonesian i have created all of those file just look at folder data


You don't have to worry about noise on your text like

  • omoji : 🥸 😘 🤬
  • punctuation : #?!^&*%@, etc

all of that will be removed automatically and if you grab the data from twitter it automatically remove username and hastag

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