cristobalmitchell / python-data-viz

Overview of common data visualizations using Python

Python Data Viz

This repository provides an overview of common data visualizations using Python. Each chart type has several examples using different libraries. For more information on styling see Visualization Style Guide. For more information on choosing the best chart see Types of Charts: Choose the Best Chart to Convey Your Message

Required Libraries

• Matplotlib - v3.3.3
• Seaborn - v0.11.1
• ggplot - v0.11.5
• Pandas - v1.2.0

Chart Types

• Bar Charts & Histograms
  • Vertical Bar Charts
  • Horizontal Bar Charts
  • Error Bar Charts
  • Grouped Bar Charts
  • Stacked Bar Charts
  • Proportion Bar Charts
  • Histograms
  • Bullet Chart
• Line Charts
  • Line Charts
  • Run Charts
  • Area Charts
  • Density Chart
• Scatter Plots
  • XY Scatter Plot
  • XYZ (3D) Scatter Plot
  • Bubble Chart
  • Hobbs-Pearson Trials
  • Polar Scatter Plot
• Box Plot
  • Violin Plot
• Heatmap
• Dual Axis Chart
• Pie Charts