Master EDA in Python: Complete Guide with Pandas & Matplotlib π
Learn how to perform effective Exploratory Data Analysis in Python! This step-by-step tutorial covers essential techniques using Pandas and Matplotlib to understand your data before modeling.

Data Stories with Nirmala
7 views β’ Aug 13, 2025

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Exploratory Data Analysis (EDA) in Python Tutorial π
Before building any machine learning model, you need to understand your data. In this step-by-step tutorial, youβll learn how to use Python, Pandas, and Matplotlib for EDA, including:
β Spotting patterns in datasets
β Detecting outliers and missing values
β Visualizing distributions and relationships
β Finding trends that shape your insights
This guide is perfect for beginners, analysts, and data science students preparing for projects, portfolios, or job interviews.
π By the end, youβll know how to run an EDA workflow in Python that sets a solid foundation for machine learning and analytics.
π Subscribe for more Data & AI tips: https://www.youtube.com/c/DSN?sub_confirmation=1
Before building any machine learning model, you need to understand your data. In this step-by-step tutorial, youβll learn how to use Python, Pandas, and Matplotlib for EDA, including:
β Spotting patterns in datasets
β Detecting outliers and missing values
β Visualizing distributions and relationships
β Finding trends that shape your insights
This guide is perfect for beginners, analysts, and data science students preparing for projects, portfolios, or job interviews.
π By the end, youβll know how to run an EDA workflow in Python that sets a solid foundation for machine learning and analytics.
π Subscribe for more Data & AI tips: https://www.youtube.com/c/DSN?sub_confirmation=1
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Video Information
Views
7
Likes
1
Duration
1:46
Published
Aug 13, 2025