https://github.com/amber-abuah/sentiment-analysis

Sentiment analysis using NLTK's Vader Sentiment Analyzer.
https://github.com/amber-abuah/sentiment-analysis

nltk nltk-python python sentiment sentiment-analysis sentiment-classification

Last synced: 15 days ago
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Sentiment analysis using NLTK's Vader Sentiment Analyzer.

• Host: GitHub
• URL: https://github.com/amber-abuah/sentiment-analysis
• Owner: Amber-Abuah
• Created: 2024-06-11T15:25:38.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2024-06-11T17:09:23.000Z (almost 2 years ago)
• Last Synced: 2025-02-04T22:27:57.492Z (over 1 year ago)
• Topics: nltk, nltk-python, python, sentiment, sentiment-analysis, sentiment-classification
• Language: Jupyter Notebook
• Homepage:
• Size: 588 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Sentiment-Analysis

A sentiment analyser script created using NLTK's Vader Sentiment Analyser.  

_SentimentAnalysis.ipynb_ contains the Python code for pre-processing the text data, creating the sentiment analyzer and then analyzing a .csv file with amazon reviews. The text is classified into the classes: **Positive**, **Negative** or **Neutral**.

_amazon_reviews.csv_ A CSV file containing Amazon reviews provided by Tarisk Kaan Koç: https://www.kaggle.com/datasets/tarkkaanko/amazon

_sentiment_analysis_results.csv_ A CSV file containing text data from amazon_reviews.csv and their respective sentiment classes.