Python Data Visualization - Scatter Plot 🔥 Find Correlation Using Pandas & Matplotlib
Learn how to find and visualize correlation in Python using Pandas and Matplotlib with the famous Iris dataset. 📊🐍
In this Python Data Science tutorial, we use Petal Length and Petal Width to create a scatter plot and calculate their Pearson correlation coefficient using Pandas.
You’ll learn:
✅ How to read a CSV file using pandas
✅ How to select columns from a DataFrame
✅ How to create a scatter plot using Matplotlib
✅ How to customize markers, size, and labels
✅ How to calculate correlation using .corr()
✅ How to convert correlation into a percentage
✅ How to display correlation directly on a chart
✅ How to understand the relationship between two variables
📊 Topics Covered
Python for Data Science
Pandas
Matplotlib
Data Visualization
Scatter Plot
Correlation
Iris Dataset
Exploratory Data Analysis (EDA)
This is especially useful for Python beginners, Data Analysts, Data Scientists, and students learning Data Science.
#Python #DataScience #Pandas #Matplotlib #DataVisualization #Correlation #DataAnalysis #MachineLearning #EDA #IrisDataset #theparthee #variablzacademy
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