emotext is a python package created for analyze sentiment it can be negative, neutral or positive
Readme
emotext is a python library to analize sentiment it can be negative (0), positive (4) or neutral (2).
pip3 install emotext
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
| 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
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
all of that will be removed automatically and if you grab the data from twitter it automatically remove username and hastag
FAQs
emotext is a python package created for analyze sentiment it can be negative, neutral or positive
We found that emotext demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
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