This is my data analysis of Zomato Bengalore restaurants.
| File | Discription |
|---|---|
| import-cleaning.py | This script is to import and clean the data, including removing unnecessary columns, removing duplicate rows, infering missing "rate" from "reivew", and etc. |
| data-visualization.py | This script is to visulize the data, including city distribution plot, etc. |
| predict-regression.py | In this script, I explored the correlation between different variables and used regression analysis to predict the rating of restaurants. |
| senti-analysis.py | In this script, I conducted sensiment analysis of reviews abased on a LSTM model. |
The data is not uploaded here because of file size limit, but is available in this website.