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Computer Science
Data Science
Pandas Library
1. Introduction to Pandas
2. Core Data Structures
3. Data Loading and Saving
4. Indexing and Data Selection
5. Data Cleaning and Preparation
6. Combining and Reshaping Data
7. Grouping and Aggregation
8. Working with Text Data
9. Working with Time Series Data
10. Multi-level Indexing
11. Data Visualization
12. Advanced Topics and Performance
Data Visualization
Basic Plotting
.plot() Method
Line Plots
Bar Plots
Vertical Bar Plots
Horizontal Bar Plots
Histograms
Scatter Plots
Box Plots
Area Plots
Pie Charts
Plot Customization
Titles and Labels
Legends
Colors and Styles
Figure Size and Layout
Subplots
Integration with Visualization Libraries
Matplotlib Integration
Seaborn Integration
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12. Advanced Topics and Performance