The aim is to explore COVID-19 testing and case data of different countries. and compare countries, identify patterns, such as confirmed cases related to the population.

This dataset comprises crime incidents reported in the City of Cambridge, as featured in the Cambridge Police Department’s Annual Crime Reports, spanning from 1980 to 2008. The data provides detailed information about various crime types and their occurrences across different neighborhoods in Cambridge. AIM To identify crime trends in Cambridge and highest crime type by each neighborhood. QUESTIONS i Which crime occured most? ii Highest crime report by neighborhood. iii Crime trend over the years. iv Neighborhood crime share using pie chart. v Which month has the highest crime for each year? vi Monthly crime trend for each year.