https://github.com/subhash3/sentiment-analysis

Sentiment analysis using Naive Bayes Classifier
https://github.com/subhash3/sentiment-analysis

machine-learning naive-bayes-classifier sentiment-analysis

Last synced: 11 months ago
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Sentiment analysis using Naive Bayes Classifier

• Host: GitHub
• URL: https://github.com/subhash3/sentiment-analysis
• Owner: Subhash3
• Created: 2021-05-19T05:27:49.000Z (about 5 years ago)
• Default Branch: main
• Last Pushed: 2021-05-21T05:22:27.000Z (about 5 years ago)
• Last Synced: 2025-04-25T20:02:55.204Z (about 1 year ago)
• Topics: machine-learning, naive-bayes-classifier, sentiment-analysis
• Language: Python
• Homepage:
• Size: 9.09 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Sentiment-Analysis

    * I'm just trying to learn sentiment analysis using Naive Bayes Classifier.

> Check out my Naive Bayes Classifier Repo [here](https://github.com/Subhash3/Naive-Bayes-Classifier-Py)  

> Download the datset from [here](https://raw.githubusercontent.com/anoopbhatn/Sentiment-Analysis-using-Naive-Bayes-Classifier/master/Datasets/dataset.csv)  

> I found the list of stop words in english [here](https://gist.github.com/sebleier/554280)

### To Do

    ** DOCUMENT AS YOU GO!!!

- [x] Find datasets.

- [x] Documentation generation using pdoc3.

- [x] .docsignore file to ignore some files while documenting.

- [x] Tokenization.

- [x] Remove stop words, punctuations and special characters.

- [x] Preprocess dataset using pandas and re.

- [ ] Stemming (replace all verb forms with corresponding root word).

##### Feel free to contribute or open any issues!