Pandas

DataFrames, Series, data cleaning, merging, grouping, time series, and building data pipelines. The essential Python data toolkit.

FundamentalsTopics 1–12

·Introduction to Pandas
·Series
·DataFrame
·Reading Data
·Writing Data
·Exploring DataFrames
·Selecting and Indexing
·Boolean Filtering
·Sorting
·Adding and Removing Columns
·Handling Missing Data
·Basic Statistics

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IntermediateTopics 13–23

·GroupBy
·Merging and Joining
·Reshaping Data
·String Operations
·DateTime Operations
·Apply and Map
·Window Functions
·Categorical Data
·MultiIndex
·Method Chaining and Pipe
·Data Cleaning Patterns

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AdvancedTopics 24–35

·Performance Optimization
·Memory Efficiency
·Copy-on-Write
·Arrow Backend
·Chunked Processing
·Advanced GroupBy
·Cross-Sectional Analysis
·Advanced Time Series
·Expression Evaluation
·Testing Pandas Code
·Styling and Formatting
·Production Pipeline Patterns

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