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Prepare Data

Before you begin, ensure your data is as ready as possible to make it easier for a model to identify meaningful trends. We recommend you use the data cleaning tools in DataChat to make sure your data satisfies our best practices before attempting to train a model.

Visualize Data​

The Visualize skill helps you get a picture of your data. It uses a generative chart building algorithm that uses the columns in your dataset to create charts that let you examine your data from different angles.

To use Visualize:

  1. Click Machine Learning > Visualize in the skill menu.
  2. Select at least one key performance indicator (KPI) as a dependent column. Optionally, select another KPI.
  3. Optionally, select at least one variable as the independent column to use to visualize the dependent column. Optionally, select up to two other variables.
  4. Optionally, select the With Optimization checkbox to use machine learning to identify impactful features and create charts based on those findings.
  5. Optionally, select whether you'd like to filter by number of records or filter by a predicate expression.
  6. Click Submit.

visualize form

The chart appears in the Chart tab. Use the dropdown menu on the right side of the chart header to switch between different chart options.

visualize chart