- Gather data from various sources and file formats using python and python libraries.
- Assessing the data visually and programmatically using pandas for quality or tidiness issues.
- Cleaning data using pandas and other python libraries.
- Analyze and visualize the data using pandas, matplotlib and seaborn libraries.