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Data Science: Tools

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

Tools for Visualizing Data

R

"R is a language and environment for statistical computing and graphics."  - R Project

Coding Communities

Python

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

Text Analysis Tools

Word cloud made from Centrenet web page

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

D3

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

Algorithms

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. . .