Master EDA in Python: Unlock Your Dataβs Hidden Insights π
Discover how to perform comprehensive Exploratory Data Analysis (EDA) with Python. This detailed tutorial guides you through techniques to explore, visualize, and understand your data effectively. Perfect for data enthusiasts looking to elevate their anal

Mark Hazleton
31 views β’ May 21, 2025

About this video
Unlock the full potential of your data with Exploratory Data Analysis (EDA) in Python! This in-depth video tutorial is based on the companion article over at MarkHazleton.com, designed to give you a structured, hands-on walkthrough of essential EDA techniques.
π Read the full article here:
π https://markhazleton.com/articles/exploratory-data-analysis-eda-using-python.html
π What Youβll Learn in This Video:
Why EDA is the first critical step in any data science project
How to clean and prepare your data using pandas
Visualization techniques with Seaborn and Matplotlib
Identifying outliers, missing values, and skewed distributions
Performing univariate and bivariate analysis
Using correlation heatmaps, box plots, and histograms effectively
π Tools & Libraries Covered:
Python π
Pandas π
Seaborn π¨
Matplotlib π
Jupyter Notebook π»
π‘ Whether youβre analyzing business trends, building machine learning models, or doing academic research, EDA provides the foundation for informed, data-driven decisions.
π Read the full article here:
π https://markhazleton.com/articles/exploratory-data-analysis-eda-using-python.html
π What Youβll Learn in This Video:
Why EDA is the first critical step in any data science project
How to clean and prepare your data using pandas
Visualization techniques with Seaborn and Matplotlib
Identifying outliers, missing values, and skewed distributions
Performing univariate and bivariate analysis
Using correlation heatmaps, box plots, and histograms effectively
π Tools & Libraries Covered:
Python π
Pandas π
Seaborn π¨
Matplotlib π
Jupyter Notebook π»
π‘ Whether youβre analyzing business trends, building machine learning models, or doing academic research, EDA provides the foundation for informed, data-driven decisions.
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Video Information
Views
31
Duration
21:27
Published
May 21, 2025
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