How to Create a Scatter Plot in Python with Category Colors | Matplotlib Tutorial
In this tutorial, you'll learn how to create a scatter plot in Python using Matplotlib, with category-based color coding using pandas.
Github Link:https://github.com/nazishjaveed/Pytho...
We’ll visualize population vs. area for different continents and customize the plot with unique colors for each category (continent). This step-by-step guide is perfect for beginners in data visualization or anyone working with categorical data.
🎯 What You’ll Learn:
How to generate random data using NumPy
How to handle data with pandas DataFrame
How to assign custom colors to categories (continents)
How to create a clean scatter plot using matplotlib
🧰 Tools Used:
Python
Pandas
NumPy
Matplotlib
📊 Ideal for data science projects, visualization tasks, and Python learners.
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