Data Analysis process on your dataset using python which includes: (collecting, transforming, cleaning, and modeling data with the goal of discovering the required information). I Data visualization is used to portray the data for the ease of discovering the useful patterns in the data. The results so obtained are communicated, suggesting conclusions, and supporting decision-making.