Population Shifts Analysis

• Performed data analysis using Python Pandas library
• Identified the trends and patterns of population shifts since 1960
• Created a report to tell the story of population changes using data visualization tools (Altair)

Road Accidents Analysis

• Applied machine learning techniques with scikit-learn and Pandas python libraries to identify the factors that influence the severity of accidents
• Created a report that analyzed data from road accidents and provided recommendations to drivers based on the data to reduce the risk of road accidents