Interactive tables on the web with significance-testing
One of the most powerful features of the Tally API and its front-end, is the possibility to publish online tables, with significance-testing, that are also interactive.
Using data from Pew Research's study on people's attitude towards Twitter, we can simply select what variables to display on the side, what to display at the top and what level of significance it should test for. When you click on one of the filters, the tests are run again and any significance displayed in the table.
This allows users to dive deeper into the results, digging out significant results and wheat from the chaff. The significance tests can be configured to mimic popular applications, using effective bases, variance pooling and other methods to control for bias produced by weighting, overlapping samples in the column pairs etc.
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