moradpourY_A10

Used the large data to achieve different data preparation and analysis tasks. I also learned how to work with CSV files with mixed content such as skipping comment lines and setting the header. I also attempted to clean the datasets by removing unwanted/not required features, resetting indices and setting them as well and also converting the data types for analysis. There were cases where I calculated statistical metrics like average of specific columns and also I filtered the data based on conditions to derive specific data. To identify the relationship, I used data visualizations indicating where one variable stands in relation to another and I used scatterplots to show cross-tabular relationships. Further, I combined two different datasets and while handling missing values, I revisited types of data integration.