James McCool commited on
Commit
f290cdf
·
1 Parent(s): 3e80aa8

Refactor app.py to remove duplicate player entries in NFL datasets. Added drop_duplicates method for 'Player' in both nfl_dk_sd_raw and nfl_fd_sd_raw DataFrames, enhancing data integrity and ensuring unique player projections.

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Files changed (1) hide show
  1. app.py +2 -0
app.py CHANGED
@@ -60,6 +60,7 @@ def init_baselines():
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  raw_display = raw_display.loc[raw_display['Median'] > 0]
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  raw_display = raw_display.apply(pd.to_numeric, errors='ignore')
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  nfl_dk_sd_raw = raw_display.sort_values(by='Median', ascending=False)
 
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  collection = nfl_db["FD_SD_NFL_ROO"]
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  cursor = collection.find()
@@ -70,6 +71,7 @@ def init_baselines():
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  raw_display = raw_display.loc[raw_display['Median'] > 0]
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  raw_display = raw_display.apply(pd.to_numeric, errors='ignore')
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  nfl_fd_sd_raw = raw_display.sort_values(by='Median', ascending=False)
 
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  try:
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  nba_timestamp = nba_dk_sd_raw['timestamp'].values[0]
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  except:
 
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  raw_display = raw_display.loc[raw_display['Median'] > 0]
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  raw_display = raw_display.apply(pd.to_numeric, errors='ignore')
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  nfl_dk_sd_raw = raw_display.sort_values(by='Median', ascending=False)
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+ nfl_dk_sd_raw = nfl_dk_sd_raw.drop_duplicates(subset=['Player'])
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  collection = nfl_db["FD_SD_NFL_ROO"]
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  cursor = collection.find()
 
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  raw_display = raw_display.loc[raw_display['Median'] > 0]
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  raw_display = raw_display.apply(pd.to_numeric, errors='ignore')
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  nfl_fd_sd_raw = raw_display.sort_values(by='Median', ascending=False)
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+ nfl_fd_sd_raw = nfl_fd_sd_raw.drop_duplicates(subset=['Player'])
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  try:
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  nba_timestamp = nba_dk_sd_raw['timestamp'].values[0]
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  except: