mertkahyaoglu / twitter-sentiment-analysis

Twitter Sentiment Analysis For Turkish Language

Determine Feelings on Twitter

The aim of the project is to determine how people are feeling when they share something on Twitter. The program classifies only Turkish tweets.

Check out NodeJS web application here

Slides - NLTK version, Weka version

##Requirements

1. Twitter Developer Application
2. Tweepy Python Library
3. NLTK

##Run

python classify.py

##Project Development Steps

• Fetch tweets for a specific user ✅
• Clean data (remove hashtags and mentioned users) ✅
• Label positive and negative tweets ✅
• Apply Naive Bayes Classifier algorithm ✅
• Test results ✅