Icon

Customer Segmentation

Customer Segmentation
On WebPortal- New Labelling of Clusters - Cluster Visualization - Write data to File with new cluster labels This workflow performs 1. clustering (k-Means)2. visualization and labeling of clusters3. summary of cluster stats Data ReadingContract DataOperational Data ParameterSelectionNo of ClustersInput Columns Clusteringk-Means Cluster Labeling number of clusterslist of input columnspage descriptionPCA Scatter PlotData Scatter PlotCluster Centers Scatter Plotvisualize cluster centersandcluster statson Clusterarea codeand churn ->Stringk-MeansclusteringVisualizeCluster in Scatter Plot& Table of Cluster Centerscollectall cluster centerswith new labelsCalls dataOutputFile.csvContract Data Define ClusterParameters Display ClusterResult Display LabeledClusters Group Loop Start Number To String CustomerSegmentation Label Cluster Loop End (2 ports) Excel Reader CSV Writer CSV Reader Joiner On WebPortal- New Labelling of Clusters - Cluster Visualization - Write data to File with new cluster labels This workflow performs 1. clustering (k-Means)2. visualization and labeling of clusters3. summary of cluster stats Data ReadingContract DataOperational Data ParameterSelectionNo of ClustersInput Columns Clusteringk-Means Cluster Labeling number of clusterslist of input columnspage descriptionPCA Scatter PlotData Scatter PlotCluster Centers Scatter Plotvisualize cluster centersandcluster statson Clusterarea codeand churn ->Stringk-MeansclusteringVisualizeCluster in Scatter Plot& Table of Cluster Centerscollectall cluster centerswith new labelsCalls dataOutputFile.csvContract DataDefine ClusterParameters Display ClusterResult Display LabeledClusters Group Loop Start Number To String CustomerSegmentation Label Cluster Loop End (2 ports) Excel Reader CSV Writer CSV Reader Joiner

Nodes

Extensions

Links

Download

To use this workflow in KNIME, download it from the below URL and open it in KNIME:

Download Workflow
Created by: albrecht
Created at: 2016-03-09
On NodePit since: 2022-01-15
Last update: 2024-04-27
Created with KNIME version: v4.4.0
Tags: clusteringk-Meanscustomer segmentationWebPortalvisualizationlabellinginteractive visualizationCustomer IntelligenceCI

Deploy, schedule, execute, and monitor your KNIME workflows locally, in the cloud or on-premises – with our brand new NodePit Runner.

Try NodePit Runner!