freeCodeCamp/curriculum/challenges/chinese/08-data-analysis-with-python/data-analysis-with-python-c.../data-cleaning-duplicates.md

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---
id: 5e9a093a74c4063ca6f7c15f
challengeType: 11
videoId: kj7QqjXhH6A
---
## Description
<section id='description'>
More resources:
- <a href="https://notebooks.ai/rmotr-curriculum/data-cleaning-rmotr-freecodecamp-fd76fa59" target='_blank'>Notebook</a>
</section>
## Tests
<section id='tests'>
```yml
question:
text: |
The Python method `.duplicated()` returns a boolean Series for your DataFrame. `True` is the return value for rows that:
answers:
- |
contain a duplicate, where the value for the row contains the first occurrence of that value.
- |
contain a duplicate, where the value for the row is at least the second occurrence of that value.
- |
contain a duplicate, where the value for the row contains either the first or second occurrence.
solution: 2
```
</section>