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

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---
id: 5e9a093a74c4063ca6f7c15d
title: Data Cleaning Introduction
challengeType: 11
videoId: ovYNhnltVxY
bilibiliIds:
aid: 250574398
bvid: BV1Pv411A7GN
cid: 409018611
dashedName: data-cleaning-introduction
---
# --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--
What will the following code print out?
```py
import pandas as pd
import numpy as np
s = pd.Series(['a', 3, np.nan, 1, np.nan])
print(s.notnull().sum())
```
## --answers--
3
---
<pre>0 True
1 True
2 False
3 True
4 False
dtype: bool</pre>
---
<pre>0 False
1 False
2 True
3 False
4 True
dtype: bool</pre>
## --video-solution--
1