Scatter Cluster Chart

Type

transform

Class

fire.nodes.graph.NodeScatterClusterChart

Fields

Name	Title	Description
title	Title
titleColor	Title Color
xCol	X Column
yCol	Y Column
clusterColumn	Cluster Column
centroid	Centroid
chartColors	Chart Colors
xlabel	X Label
ylabel	Y Label
description	Description
descriptionColor	Description Color

Details

Scatter Cluster Chart Node

Purpose:

This node creates a scatter plot with clusters, visualizing the relationship between two numerical variables and grouping similar data points together.

Configuration:

Title: Set the title for the chart.

Title Color: Set the color for the chart title.

X Column: Select the column to be used as the X-axis.

Y Column: Select the column to be used as the Y-axis.

Cluster Column: Select the column that defines the clusters.

Centroid: Enable or disable displaying the centroids of the clusters.

Chart Colors: Customize the color palette for the clusters.

X Label: Set the label for the X-axis.

Y Label: Set the label for the Y-axis.

Description: Add a description for the chart.

Description Color: Set the color for the description.

Output:

The node will generate a scatter plot with data points grouped into clusters. Each cluster will have a different color, and the centroids of the clusters can be displayed as well.

Use Cases:

Customer Segmentation: Group customers based on their behavior or demographics.

Market Segmentation: Identify different market segments based on customer preferences.

Anomaly Detection: Detect outliers that don’t belong to any cluster.

Examples

Example:

Let’s say you have a dataset of customer information, including their age, income, and a cluster label. You can use the Scatter Cluster Chart node to visualize the clusters of customers based on their age and income.

Configuration:

X Column: Age

Y Column: Income

Cluster Column: Cluster

Output:

The scatter plot will show clusters of customers with similar age and income. The color of each cluster will represent a different customer segment.