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RFM-Analysis

Data Preperation

RFM Calculations: Recency ,Frequency, Monetary

RFM Scoring

Customer Segmentation

Vizual Analysis

Excel Reader
Remove missing rows (CustomerID)
Missing Value
Column Renamer
Excel Reader
Remove Duplicate CustomerID
Duplicate Row Filter
Revenue Calculation
Math Formula
Table Manipulator
String Cleaner
Dashboard
Number to String
Value Lookup
Rule Engine
String Manipulation
Table Manipulator
Max Date Calculation
GroupBy
Join Frequency with Monetary
Joiner
RFM Analysis
Excel Writer
Keep only positive Quantity
Row Filter
Frequency: Number of unique invoices per customer
GroupBy
Recency:Days since last purchase
Date&Time Difference
Monetary : Total Revenue Per Customer
GroupBy
String to Number
GroupBy
Join Max Date with Dataset
Cross Joiner
Join Recency,Frequency,Monetary
Joiner
Binner
Number Rounder

Nodes

Extensions

Links