Day 23 | Day 23: How Data Scientists Use Seaborn for EDA | 120-Day Series | 120-Day Series

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120-Day Data Science Series

Welcome to Day 23 of the 120-Day Data Science Series! 🚀
In this video, we dive into Seaborn, the most powerful library for advanced Exploratory Data Analysis (EDA) used by real-world Data Scientists and Analysts.

After learning EDA fundamentals (Day 21) and Matplotlib for EDA (Day 22), this video shows you how to visually analyze complex relationships in data using Seaborn.

🔥 What You Will Learn in Day 23
✅ Why Seaborn for EDA
How Seaborn is different from Matplotlib
Why Data Scientists prefer Seaborn for EDA
When to use Seaborn vs Matplotlib

✅ Univariate Analysis
Understanding data distribution using histplot
Detecting outliers with boxplot

✅ Categorical Analysis
Comparing categories using barplot
Understanding category-wise patterns

✅ Bivariate Analysis
Relationship analysis using scatterplot
How experience, age, and salary relate

✅ Multivariate Analysis
Adding a third dimension using hue
Deep relationship discovery using pairplot

✅ Correlation Analysis
Understanding correlations with heatmap
How to interpret positive & negative correlation

✅ EDA Plot Selection Guide
Which Seaborn plot to use and when
Common beginner mistakes to avoid

🔗 Resources & Links

📘 Notebook / Code Files: https://drive.google.com/drive/folder...

▶️ Watch Previous Days (Full Playlist)

📌 Day 1 – VS Code Installation
📌 Day 2 – Python Basics [   • How to Install VS Code for Python (Step-by...  ]
📌 Day 3 – Data Structures + Libraries [    • Day 2: Python Basics for Data Science (Beg...   ]
📌 Day 4 – If–Elif–Else Conditions [    • Day 3: Python Data Structures, NumPy & Pan...   ]
📌 Day 5 – For Loop [    • Day 4: Python If–Elif–Else Explained for D...   ]
📌 Day 6 – For Loop Advance [    • Day 6 : Python For Loop SECRET You Need to...   ]
📌 Day 7 – Full While Loop Masterclass [    • Day 7: While Loop Mastery for Data Science...   ]
📌 Day 8 – Functions
📌 Day 9 – List Basics
📌 Day 10 – Advanced Lists
📌 Day 11 – Tuples
📌 Day 12 – Dictionaries (Basics)
📌 Day 13 – Advanced Dictionaries
📌 Day 14 – Python Sets
📌 Day 17 – NumPy Basics
📌 Day 18 – Advanced NumPy


🎥 Full Playlist: [    • 120 Day Data Science Series   ]

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