emotext is a python package created for analyze sentiment it can be negative, neutral or positive
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() prob.fit("positive_words.txt", "negative_words.txt", "stop_words.txt") pred = prob.predict("hari ini sangat indah sekali") print(pred) # outout # 4 or positive
|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 optimis kuat menyenangkan # 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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