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Projects


Sentiment Analysis Toward Coronavirus on Twitter Using Python and Naive Bayes Classifier

Sentiment Analysis Toward Coronavirus on Twitter Using Python and Naive Bayes Classifier

Created at June 2021

This project aims to assess public sentiment regarding the coronavirus on Twitter in Indonesia. The Naive Bayes Classifier was utilized, achieving accuracy, precision, recall, and F-measure scores of 70.73%, 71.36%, 67.27%, and 69.26%, respectively.

Data Scrapping
Data Cleaning
Jupyter Notebook
Sentiment Analysis
Data Visualization
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CekIPK

CekIPK

Created at September 2021

A simple app to calculate a Student's GPA score each semester and their total GPA score.

HTML
CSS
PHP
Source Code