- Type: TableInput Data to VisualizeUnexplored data to be visualized.
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: TableOutput DataInput data with only the columns that were not removed in the interactive view.
Used extensions & nodes
Created with KNIME Analytics Platform version 4.2.2
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