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fifa18-all-player-statistics's Issues

Convert player values / wages

Currently all values are represented as "โ‚ฌ 5M" etc. - turn into proper integers and add a separate field for the currency (if needed).

Normalize Player Names

  1. To ensure a consistent naming convention so players can be compared year over year.
  2. To ensure First Name and Last Name are parsed in a consistent way.

Bucketize Club Teams into Leagues

  1. Ensure year is taken into account (e.g., Aston Villa, 2016-2017, English Premier League; Aston Villa, 2017-2018, Championship League).
  2. Might be worth checking to see if something here could be used.

Normalize Club Names

Look at comparison with older FIFA data and normalize the club names to be consistent and readable.

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