Created
January 3, 2021 16:53
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| # data preparation | |
| plays = pd.read_csv('../input/nfl-big-data-bowl-2021/plays.csv') | |
| games = pd.read_csv('../input/nfl-big-data-bowl-2021/games.csv') | |
| players = pd.read_csv('../input/nfl-big-data-bowl-2021/players.csv') | |
| dataDir = "/kaggle/input/nfl-big-data-bowl-2021/" | |
| weeks = pd.DataFrame(columns=['time', 'x', 'y', 's', 'a', 'dis', 'o', 'dir', 'event', 'nflId', | |
| 'displayName', 'jerseyNumber', 'position', 'frameId', 'team', 'gameId', | |
| 'playId', 'playDirection', 'route']) | |
| for i in range(1,18): | |
| weeks = pd.concat([weeks, pd.read_csv(dataDir+"week{}.csv".format(i))], ignore_index=True) |
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