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PerryXDeng-wheatyeeters
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datafest competition 2019
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PerryXDeng-wheatyeeters/data_preparation/rpe_processing.py

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saving progress on rpe processing
5 years ago
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  1. import pandas as pd
  2. 

  3. csv = pd.read_csv("data/rpe.csv")
  4. training = csv["Training"].unique()
  5. session = csv["SessionType"].unique()
  6. boms = csv["BestOutOfMyself"].unique()
  7. print(training)
  8. print(session)
  9. print(boms)
  10. 

  11. 

  12. # csv["SessionTypeMobilityRecovery"] = csv["SessionType"]
  13. # csv.SessionTypeMobilityRecovery[csv.SessionType == 'Mobility/Recovery'] = 1
  14. # csv.SessionTypeMobilityRecovery[csv.SessionType != 'Mobility/Recovery'] = 0
  15. #
  16. # csv["SessionTypeGame"] = csv["SessionTypeMobilityRecovery"]
  17. # csv.SessionTypeGame[csv.SessionType == 'Game'] = 1
  18. # csv.SessionTypeGame[csv.SessionType != 'Game'] = 0
  19. #
  20. # csv["SessionTypeSkills"] = csv["SessionTypeMobilityRecovery"]
  21. # csv.SessionTypeSkills[csv.SessionType == 'Skills'] = 1
  22. # csv.SessionTypeSkills[csv.SessionType != 'Skills'] = 0
  23. #
  24. # csv["SessionTypeConditioning"] = csv["SessionTypeMobilityRecovery"]
  25. # csv.SessionTypeConditioning[csv.SessionType == 'Conditioning'] = 1
  26. # csv.SessionTypeConditioning[csv.SessionType != 'Conditioning'] = 0
  27. #
  28. # csv["SessionTypeStrength"] = csv["SessionTypeMobilityRecovery"]
  29. # csv.SessionTypeStrength[csv.SessionType == 'Strength'] = 1
  30. # csv.SessionTypeStrength[csv.SessionType != 'Strength'] = 0
  31. #
  32. # csv["SessionTypeCombat"] = csv["SessionTypeMobilityRecovery"]
  33. # csv.SessionTypeCombat[csv.SessionType == 'Combat'] = 1
  34. # csv.SessionTypeCombat[csv.SessionType != 'Combat'] = 0
  35. #
  36. # csv["SessionTypeSpeed"] = csv["SessionTypeMobilityRecovery"]
  37. # csv.SessionTypeSpeed[csv.SessionType == 'Speed'] = 1
  38. # csv.SessionTypeSpeed[csv.SessionType != 'Speed'] = 0
  39. 

  40. print(csv.head())