This project shows processes of developing simple Machine Learning models on textual data. With this project users can see the predicted personality types of Twitter users' according to Myers-Briggs Personality Types Indicator.
This project contains following topics:
- Exploratory Data Analysis
- Preprocessing
- Handling Imbalanced Dataset
- Vectorization of Text Data
- Model Creation
- Model Training
- Model Evaluation
- Create basic Website
- Scrape tweets of Twitter users
- Prediction of Twitter users personalities
Myers-Briggs is a personality test that categorizes individuals into one of 16 personality types. The 16 personality types of the Myers-Briggs arise from four dimensions that consist of two categories each.
- Extraversion (E) v Introversion (I)
- Intuition (N) v Sensing (S)
- Feeling (F) v Thinking (T)
- Judging (J) v Perceiving (P)
