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Python - pandas - timedelta

Jul 6th, 2018
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Python 0.48 KB | None | 0 0
  1. import pandas as pd
  2.  
  3. text = '''0 00:05:00
  4. 1 00:20:00
  5. 2 00:35:00
  6. 3 05:23:00
  7. 4 05:38:00
  8. 5 05:53:00
  9. 6 06:08:00
  10. 7 06:18:00
  11. 8 06:28:00
  12. 9 06:38:00
  13. 10 06:48:00
  14. 11 06:54:00
  15. 12 07:00:00
  16. 13 07:06:00
  17. 14 07:11:00
  18. 15 07:16:00
  19. 16 07:21:00
  20. 17 07:26:00'''
  21.  
  22. data = [line.split(' ') for line in text.splitlines()]
  23.  
  24. print('type:', df['time'].dtype)
  25.  
  26. df = pd.DataFrame(data, columns=['index', 'time'])
  27.  
  28. df['timedelta'] = pd.to_timedelta(df['time']).dt.seconds
  29.  
  30. print(df['timedelta'])
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