Twitter_Sentimental_Analysis

Implementation is done in Google Colab.

a)Tweets Pre-processing and Cleaning -Data Inspection
-Data Cleaning b)Story Generation and Visualization from Tweets c)Extracting Features from Cleaned Tweets
-Bag-of-Words
-TF-IDF
-Word Embeddings d)Model Building
-Logistic Regression
-Support Vector Machine
-RandomForest
-XGBoost e)Model Fine-tuning