Here is the list of some of the data analysis projects I have accomplished.
The projects including the process of data preparation, feature engineering to descriptive and predictive analysis with machine learning techniques, to an deliverable with visualization :
Click the projects to look into the ouputs of the specific project. Some Python Notebook are too large, please reload it if it did not shows.
| Project Name | Tools & Platform | Keywords | Output |
|---|---|---|---|
| Avito Demand Prediction Analysis | predictive, machine learning | Python | |
| Redskins Membership Analysis | Python, R Shiny | predictive, customer analysis, marketing | Python workbooks, R shiny application, Powerpoint & Video Report |
| Chicago Crisis analysis | SQL, Python | descriptive | Python Notebook, Powerpoint Report |
| Telecommunication Churn analysis | SAS JUMP, Tableau | predictive | Powerpoint Report |
| DC crime analysis | R Shiny | descriptive | R shiny application, Video Report |
| Yelp Food Review Analysis | Python | descriptive visualization | Python notebook, Video Report |
| House Pricing Analysis (Kaggle) | Python | data mining | Python notebook, Powerpoint Report |
| Energy Consumption Analysis | SAS base | time series, predictive | Powerpoint Report, PDF report |
| Renewable Energy Pricing | Excel crystal ball | financial analysis, optimization | PDF Report, Excel Workbook, Powerpoint Report |
| Unemployment & Inflation Analysis | Tableau | visualization | Teableau workbook report |