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