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How to iterate over rows in a DataFrame in pandas
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- Notebook
- Benchmark
- More vides on pandas hints:
- Timecodes
31:14 - summary, what option to use in what case
1:27 - iterrows & it's disadvantages
7:21 - when iterrows usage is ok
8:25 - vectorization
16:39 - list comprehensions
17:47 - itertuples
18:58 - to_records
19:44 - apply
22:28 - when itertuples usage is good
26:45 - bonus, benchmark of the different methods
- Benchmark
- More vides on pandas hints:
- Timecodes
31:14 - summary, what option to use in what case
1:27 - iterrows & it's disadvantages
7:21 - when iterrows usage is ok
8:25 - vectorization
16:39 - list comprehensions
17:47 - itertuples
18:58 - to_records
19:44 - apply
22:28 - when itertuples usage is good
26:45 - bonus, benchmark of the different methods