Skip to main content

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

Project description

emotext

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

Installation

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
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
*note

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

warning

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

Project details


Release history Release notifications | RSS feed

This version

0.1

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

emotext-0.1.tar.gz (3.9 kB view hashes)

Uploaded source

Supported by

AWS AWS Cloud computing Datadog Datadog Monitoring Facebook / Instagram Facebook / Instagram PSF Sponsor Fastly Fastly CDN Google Google Object Storage and Download Analytics Huawei Huawei PSF Sponsor Microsoft Microsoft PSF Sponsor NVIDIA NVIDIA PSF Sponsor Pingdom Pingdom Monitoring Salesforce Salesforce PSF Sponsor Sentry Sentry Error logging StatusPage StatusPage Status page