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Data Science: Tools

Resources for scientific systems, methods, and processes for data scientists.

Tools for Visualizing Data


R is a language and environment for statistical computing and graphics.

Scraper Tools

Coding Communities


Python is an interpreted, object-oriented, high-level programming language with dynamic semantics.


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Text Analysis Tools

Word cloud made from Centrenet web page

Word cloud made from the Centrenet web page with Voyant Tools.


The Jupyter Notebook is an interactive computing environment that enables users to author notebook documents that include: - Live code - Interactive widgets - Plots - Narrative text - Equations - Images - Video

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D3.js is a JavaScript library for manipulating documents based on data.


The Feynman Algorithm
(as proposed by Murray Gell-Mann) :

  1. Write down the problem.
  2. Think real hard.
  3. Write down the solution.

For the rest of us. . .