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02_​Customer_​Segmentation_​Use_​Case

Workflow

Customer Segmentation
clusteringk-Meanscustomer segmentationWebPortalvisualizationlabellinginteractive visualizationCustomer IntelligenceCI
Customer SegmentationThis workflow performs 1. clustering (k-Means)2. visualization and labelling of clusters3. summary of cluster stats Data ReadingContract DataOperational Data ParameterSelectionNo of ClustersInput Columns Clusteringk-Means On WebPortal- New Labelling of Clusters - Cluster Visualization - Write data to File with new cluster labels Cluster Labelling area codeand churn ->StringContract Datanumber of clusterslist of input columnspage descriptionPCA Scatter PlotData Scatter PlotCluster Centers Scatter Plotvisualize cluster centersandcluster statsCalls Dataon Clusterk-MeansclusteringVisualizeCluster in Scatter Plot& Table of Cluster CentersOutputFile.txtcollectall cluster centerswith new labels Number To String File Reader Joiner Define ClusterParameters Display ClusterResult Display LabeledClusters Excel Reader (XLS) Group Loop Start CustomerSegmentation Label Cluster CSV Writer Loop End (2 ports) Customer SegmentationThis workflow performs 1. clustering (k-Means)2. visualization and labelling of clusters3. summary of cluster stats Data ReadingContract DataOperational Data ParameterSelectionNo of ClustersInput Columns Clusteringk-Means On WebPortal- New Labelling of Clusters - Cluster Visualization - Write data to File with new cluster labels Cluster Labelling area codeand churn ->StringContract Datanumber of clusterslist of input columnspage descriptionPCA Scatter PlotData Scatter PlotCluster Centers Scatter Plotvisualize cluster centersandcluster statsCalls Dataon Clusterk-MeansclusteringVisualizeCluster in Scatter Plot& Table of Cluster CentersOutputFile.txtcollectall cluster centerswith new labels Number To String File Reader Joiner Define ClusterParameters Display ClusterResult Display LabeledClusters Excel Reader (XLS) Group Loop Start CustomerSegmentation Label Cluster CSV Writer Loop End (2 ports)

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Nodes

02_​Customer_​Segmentation_​Use_​Case consists of the following 75 nodes(s):

Plugins

02_​Customer_​Segmentation_​Use_​Case contains nodes provided by the following 5 plugin(s):