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feat: clean roadmap content and sync scripts (#10181)

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* refactor: clean to roadmap content

* refactor: move shared helpers into scripts/lib
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Arik Chakma
2026-07-28 05:45:17 +06:00
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roadmaps/python-data-analysis/content/scatterplot@4ce2yYLRCSb3azsOMpE-U.md
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# Scatterplot
A scatter plot displays two numeric variables as points on an x-y axis to reveal their relationship. It is used during EDA to detect correlations, clusters, and outliers. A trend line or regression line can be added to show the direction and strength of the linear relationship between the variables.
Visit the following resources to learn more:
- [@article@matplotlib.pyplot.scatter](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.scatter.html)
- [@article@How to Make a Scatter Plot in Python With plt.scatter()](https://realpython.com/visualizing-python-plt-scatter/)
- [@video@Seaborn scatter plot | How to make and style a scatterplot in Python seaborn](https://www.youtube.com/watch?v=4yz4cMXCkuw)