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Python Data Science

Data analysis, pandas, and data visualization basics in Python.

1. Python Basics

Python is a versatile programming language that excels in data analysis due to its massive ecosystem of data science libraries.

2. Pandas Series

A Pandas Series is a one-dimensional labeled array capable of holding data of any type (integer, string, float, python objects, etc.).

3. Pandas DataFrames

A DataFrame is a 2-dimensional labeled data structure with columns of potentially different types.

4. Matplotlib Plotting

Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python.

5. Data Cleaning

Data cleaning involves fixing or removing incorrect, corrupted, incorrectly formatted, duplicate, or incomplete data within a dataset.