RFM-& CLV Analysis
RFM-Score and Customer KPI
This workflow analyzes transactional data to devise a scoring system that clusters customers based on RFM scores. Additionally, the analysis is enirched with CLV calculation, and customer insights are presented using interactive visualizations.
Nodes
- Joiner7 ×
- Math Formula5 ×
- Sorter5 ×
- k-Means4 ×
- GroupBy2 ×
- Row Filter2 ×
- String Manipulation2 ×
- Table Row to Variable2 ×
- Variable Creator2 ×
- Bar Chart1 ×
- CSV Reader1 ×
- Color Manager1 ×
- Column Expressions1 ×
- Column Renamer1 ×
- Create Date&Time Range1 ×
- Create Temp Folder1 ×
- Email Connector (Labs)1 ×
- Email Sender (Labs)1 ×
- Generic ECharts View1 ×
- Image Reader (Table)1 ×
- Image View1 ×
- Linear Correlation1 ×
- List Files/Folders1 ×
- Math Formula (Multi Column)1 ×
- Merge Variables1 ×
- Missing Value1 ×
- Path to String1 ×
- Pivoting1 ×
- Renderer to Image1 ×
- Report PDF Writer1 ×
- Report Template Creator1 ×
- Scatter Plot1 ×
- Table Creator1 ×
- Table To Image1 ×
- Text View1 ×
- Variable Expression1 ×
Extensions
- FeatureKNIME Base nodes
- FeatureKNIME Column Expressions (legacy)
- FeatureKNIME Email Processing
- FeatureKNIME Expressions
- FeatureKNIME Image Processing
- Show all 10 modules
Links
- No links available