Files
freeCodeCamp/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/data-cleaning-with-dataframes.md
Muhammed Mustafa 3e3da4ec0f fix(curriculum): standardize links in curriculum (#46564)
* fix(curriculum): standradize links in curriculum

* Data analiysis links

* CIP links

* fixed links in s-expressions

* Update curriculum/challenges/english/01-responsive-web-design/basic-css/use-hex-code-for-specific-colors.md

Co-authored-by: Ilenia <nethleen@gmail.com>

* added space before target attribute

* standarize external and .rock example links

* wrap "check out the projects" around the links

Co-authored-by: Ilenia <nethleen@gmail.com>
2022-06-26 11:13:38 -05:00

75 lines
1.2 KiB
Markdown

---
id: 5e9a093a74c4063ca6f7c15e
title: Data Cleaning with DataFrames
challengeType: 11
videoId: sTMN_pdI6S0
bilibiliIds:
aid: 505597026
bvid: BV1Yg411c7bx
cid: 409018948
dashedName: data-cleaning-with-dataframes
---
# --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([np.nan, 1, 2, np.nan, 3])
s = s.fillna(method='ffill')
print(s)
```
## --answers--
<pre>
0 1.0
1 1.0
2 2.0
3 3.0
4 3.0
dtype: float64
</pre>
---
<pre>
0 NaN
1 1.0
2 2.0
3 2.0
4 3.0
dtype: float64
</pre>
---
<pre>
0 NaN
1 1.0
2 2.0
3 NaN
4 3.0
dtype: float64
</pre>
## --video-solution--
2