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Scatter Chart Node

The Scatter Chart Node visualizes the relationship between two variables by plotting data points on a two-dimensional graph. This node is ideal for identifying correlations, clusters, and outliers in your dataset.

Overview​

The Scatter Chart Node takes a dataset as input and requires the user to specify the columns for the X and Y axes. Each record in the dataset is represented as a point on the chart.

Key Features​

  • Bivariate visualization: Plots two variables to reveal relationships and patterns.
  • Customizable axes: User selects which columns to use for X and Y.
  • Outlier detection: Easily spot anomalies and clusters.
  • Dashboard integration: Can be added to dashboards for interactive analysis.

Required Data​

  • xColumn: The column to use for the X axis.
  • yColumn: The column to use for the Y axis.

How it works​

  1. Add the Scatter Chart Node to your workflow.
  2. Connect your dataset.
  3. Select the columns for the X and Y axes.
  4. The node renders a scatter plot of your data.

Use Cases​

  • Correlation analysis: Explore relationships between two variables.
  • Cluster detection: Identify groupings in your data.
  • Outlier spotting: Find unusual data points.

Benefits​

  • Intuitive visualization of two-variable relationships.
  • Flexible column selection for custom analysis.
  • Supports large datasets with efficient rendering.