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Collection of notebooks built on Tables that are accessible through data8 interact

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data-8/tables-notebooks

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tables-notebooks

The repository contains a collection of example notebooks built upon Datascience Tables simple dataframe abstraction.

They can be accessed either through or Interact

The gh-pages branch provides a web site containing the data

Notebooks

  • blank.ipynb - blank notebook that is a usefuyl starting point for creating your own
  • RollingDice.ipynb - illustration of basic probability theory with rolling dice in Tables
  • ProbabilityBirthdaySurprise.ipynb - more involved illustration of probability theory where sequences are useful
  • Census.ipynb - access and draw interesting insights easily from census data
  • BirthweightRegression.ipynb - regression and inference on simple smoking and birthweight data set
  • Clicks.ipynb - analyss of clickstream data as per Doing Data Science
  • BerkeleySalary.ipynb - large complex analysis of open data from the city of Berkeley
  • HealthSample.ipynb - realistic analysis of health survey data
  • UCB_study.ipynb - organizational analysis of teaching and resources in a public university