Activity 2

2.1: To pick a suitable dataset with the minimum requirements as instructed.

I have picked a suitable dataset involving football players from top 5 leagues in the world and showcasing their various performance-related statistics across the 2024-25 season.

I have collected the dataset from : Kaggle Link 

I have cited the link above and ensured that the dataset comprised of minimum 1000 rows and 5 columns with at least 2 categorical and 3 numerical variables, as instructed. 

I have also transferred the data from the above source as per my requirement into a Google Spreadsheet and have embedded the same below. There's also a link of the same here : Spreadsheet Link 

2.2: To execute some tasks as specified with data from the original spreadsheet

The original dataset contains more than 2000 players who are dealt as separate cases here, with all their performance in the football leagues being the different variables.

I have worked on the data and categorized it into categorical and numerical variables, discrete and continuous variables and have identified the scales of measurement of the variables as well. I have tried to justify this with a reason for every such categorization. 

I have also visualized the dataset using suitable plots, providing the reasons for the same.

I have attached this second spreadsheet below as well as provided a link here: Dataset Activity 2.2