A collection of demonstration notebooks for datascience/tables.
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View or Launch a blank notebook with the preliminaries for using tables.
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View or Launch an illustration of probability and the central limit theory using Tables.
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View or Launch a fairly comprensive data exploration study using salary data provided as part of City of Berkeley open data project. It includes a substantial discussion of the datascience/Tables methods, most of which arise in this study.
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View or Launch an illustration of systematic data cleaning starting from census data and reaching a simple observation - not many old men around.
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View or Launch an exploratory study from part of the health records survey using public data from the [UC Michigan Institute for Social Research Health and Retirement Survey] (http://rsonline.isr.umich.edu). It illustrates a table-driven approach to data cleaning and bootstrapping.
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View or Launch a textbook illustration of multi-variate analysis. It uses regression to build models and uses these models to factor out gestation duration. It uses bootstrapping to provide a richer understanding of the regression.
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View or Launch a simple illustration of probability concepts in a classic introductory problem with a blend of computational thinking.
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View or Launch some exploratory analysis of click stream data straight out of the "Doing Data Science" book, but here in Tables, rather than R. Way prettier.
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Launch an introduction to Tables as pedagogical device.
- Launch an illustration of a data narrative with a more advanced use of Tables combining multiple data sources.