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Data was sourced from magyarfutball.hu
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The script uses BeautifulSoup4 to extract data from the html pages
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Parses them into a MatchResults list which contains:
- Match season and round (forduló)
- Match date and time
- Match location and participating teams
- Match results
- Attendance (Viewers who attended locally) (where data is available)
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The results then get parsed into a Pandas DataFrame where additional modifications can be done
- Also saves the dataframe to a .csv file
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Can be modified for other year ranges as well
Using the extracted data we can quickly create visualizations using DeepNote (or a visualization library of our choice) to make observations
The COVID-19 Pandemic caused attendance to decrease a lot (probably near zero due to averaging) Interactive version