AXEM (Data Wrangling)

keywords: data wrangling, python, jupyter notebook, pandas, excel, csv

This project cleans a dataset with information about argentinian soccer players around the world. The original dataset is an Excel file, with dirty and unnormalized data. Wrangling this data generates a cleaner and more easily workable dataset (in .csv).

Datasets

Input

• /data/input/axem_2018.xlsx: AXEM - December 2018 - Facebook post
• /data/input/country-codes.csv: Country codes

Output

• /data/output/axem_2018_processed.csv: cleaned and normalized dataset with argentinian players data.
• data/output/trayectorias.csv: dataset with the players career

Other files

• axem_wrangling.ipynb: Jupyter Notebook that contains details and codes for the data wrangling process.
• axem_wrangling.yml: Configuration file