This Component automatically visualizes data in a dashboard based on the most interesting statistical properties of the input columns. A detailed explanation is available for each chart inside the dashboard. No configuration is necessary in order to automatically create the dashboard via the Component Composite View.
The Component runs a various statistical tests on the input data. Candidate columns are ranked for each visualization. The columns with highest rank are, when possible, visualized in a chart dedicated to precise statistical test.
Statistical tests used:
- Skewness, Kurtosis and Spikeyness tests of numerical column distribution
- Correlation test between numerical columns
- Correlation test between categorical columns
- Correlation test between numerical and encoded categorical columns
- Correlation test between categorical and encoded numerical columns
- ANOVA test (between categorical and numerical)
At the bottom of the dashboard you can also select the columns to be removed from the data set.
- Type: TableInput Data to VisualizeUnexplored data to be visualized.