This repository is a personal collection of Python exercises and examples inspired by the Data Analysis series by Alex on YouTube. It’s designed to help me review and strengthen my Python skills while sharing useful resources with others.
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Introduction: This folder includes the basic Python concepts, organized into 8 lesson files.
- Variable
- Data types
- Comparison, Logical, and Membership Operators
- If Else Statements
- For Loops
- While Loops
- Functions
- Converting Data Types
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Web Scraping in Python: This folder includes web scraping in Python, organized into 3 lesson files.
- BeautifulSoup + Requests
- Find and Find_All
- Scraping Data from a Real Website
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Python Pandas: This folder includes Pandas in Python and is organized into 8 lesson files.
- Reading in Files
- Filtering Columns and Rows
- Indexes
- Group By and Aggregate Functions
- Merging DataFrames
- Creating Visualizations
- Data Cleaning
- Exploratory Data Analysis (EDA)
Feel free to modify the queries or create your own as you progress through each level!
Sepideh Hayati