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freeCodeCamp/curriculum/challenges/arabic/08-data-analysis-with-python/data-analysis-with-python-course/data-cleaning-duplicates.md
2022-10-20 09:13:17 -07:00

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---
id: 5e9a093a74c4063ca6f7c15f
title: Data Cleaning Duplicates
challengeType: 11
videoId: kj7QqjXhH6A
bilibiliIds:
aid: 675611672
bvid: BV1VU4y1A7tu
cid: 409019368
dashedName: data-cleaning-duplicates
---
# --description--
*Instead of using notebooks.ai like it shows in the video, you can use Google Colab instead.*
More resources:
- <a href="https://github.com/ine-rmotr-curriculum/data-cleaning-rmotr-freecodecamp" target="_blank" rel="noopener noreferrer nofollow">Notebooks on GitHub</a>
- <a href="https://colab.research.google.com/github/googlecolab/colabtools/blob/master/notebooks/colab-github-demo.ipynb" target="_blank" rel="noopener noreferrer nofollow">How to open Notebooks from GitHub using Google Colab.</a>
# --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.
## --video-solution--
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