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Visualizing Real-World Data with Claude Code

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Overview

Build an end-to-end data project with Claude as your coding partner. You’ll explore real CSV data, create insightful static and interactive plots, and have Claude critique and refine your visuals so they’re accurate, clear, and presentation-ready for real analysis work.

Syllabus

Unit 1: Exploring Real Data with Claude

Discovering Categories in Penguin Data
Investigating Missing Data in Penguins
Comparing Penguin Species Through Statistics

Unit 2: Creating and Validating Visualizations with Claude

Histogram with Automatic Quality Feedback
Validating Colors Across Multiple Plots
Comprehensive Quality Check Across Multiple Plots

Unit 3: Advanced Visualization Techniques with Claude

Adding a Regression Line to Plots
Visualizing Flipper Length Categories with Regions
Comparing Bill Measurements with Dual Axes

Unit 4: Building Interactive Visualizations with Claude

Synchronized Dashboard with Species Filtering
Island Filtered Dashboard with Dash
Iterative Dashboard with Advanced Features

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