A project from Analytical Vidhya A Machine learning project related to twitter sentimental analysis with real data sets
Below are the steps which are being executed in a sequence manner Tables of Content:
- Tweets Preprocessing and Cleaning
- Data Inspection
- Data Cleaning
- Story Generation and visualization from tweets
- Extraction tweets from cleaned Tweets
- Bag of words
- TF-IDF
- Word Embedding
- Model Building: Sentimental Analysis
- Logistic Regression
- Support Vector Machine
- RandomForest
- XGBoost
- Model Fine-Tuning