UCL | Players Data (2022/2023)

Context
This dataset contains all the player stats of UEFA Champions League season 2021-22 . There were 868 unique players who participated in UCL 2022/2023. Most of the spreadsheets contain the same 719 participants who actually played in most matches.
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Challenges:

Discover the weak points of any team.

Suggest players need to be sold, based on performance analysis.

Nominate Player of the season

About UEFA Champions League:
The UEFA Champions League is an annual club football competition organised by the UEFA and contested by top-division European clubs, deciding the competition winners through a round robin group stage to qualify for a double-legged knockout format, and a single leg final.

Spreadsheets:
ucl goalkeeper.csv
ucl advanced goalkeeping.csv
ucl defensive actions.csv
ucl goal and shot creation.csv
ucl miscellanous.csv
ucl pass types.csv
ucl passing.csv
ucl player playing time.csv
ucl possession.csv
ucl shooting.csv
ucl standard stats.csv

Disclaimer
The data collected are all publicly available and it's intended for educational purposes only.

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Acknowledgement**
Cover image taken from internet.
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