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
- 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