dataviz.md

Визуализация данных

• awesome-dataviz – A curated list of awesome data visualization libraries and resources
• Introduction to Data Visualization: Visualization Types
• Alternative Data Visualization Libraries
• Top Data Visualization Books
• Explore trends in data visualization libraries
• Graphs:
  • Gephi – an open-source platform for visualizing and manipulating large graphs
  • graph-tool — a Python module for manipulation and statistical analysis of graphs
• Python:
  • matplotlib
  • Seaborn: statistical data visualization
    • Data Visualization with Seaborn (by O'Reilly)
  • Plotly's Python graphing library for interactive graphs online
    • Dash — a Python framework for building analytical web applications (based on Plotly, no JS required)
  • Bokeh – an interactive visualization library that targets modern web browsers for presentation
  • Pythonplot – Python Plotting for Exploratory Data Analysis
• R:
  • ggplot2
    • ggplot2: Elegant Graphics for Data Analysis – Hadley Wickham (2009)
    • A Simple Introduction to the Graphing Philosophy of ggplot2
• JavaScript:
  • d3.js
  • JS Charts – a JavaScript based chart generator that requires little or no coding
  • Flot – a pure JavaScript plotting library for jQuery
  • PlotKit – a Chart and Graph Plotting Library for Javascript
  • Raphaël.js
  • Comparing the most popular JavaScript charting libraries
• Inspiration:
  • Max Woolf's Data Portfolio
  • Data Visualization Blog
  • Overflow
  • The Python Graph Gallery displays hundreds of charts providing the reproducible Python code
  • Facets: visualizations for machine learning datasets