Icon

ele_​3

Data Sources

Integration

Retail Metrics

Analytics

Decisions

Preprocessing

Branch A

Branch B

Math Formula
Column Renamer
Average CSAT Score by Delivery Speed
Bar Chart
Math Formula
Pivot
Rule Engine
DECISION 1: Retention Rate Pre vs Post Welcome500
Bar Chart
DECISION BRANCH 1 — Retention Summary Table
GroupBy
Column Renamer
Rule Engine
DECISION 2: Repeat vs One-Time Customers by Acquisition Channel
Bar Chart
Rule Engine
DECISION BRANCH 3 — Segment Economics
GroupBy
Rule Engine
DECISION BRANCH 2 — Channel Performance
GroupBy
Rule Engine
Column Renamer
Rule Engine
Joiner 1
Joiner
Rule Engine
String to Date&Time
DECISION 3: Average Net Sales by Customer Segment
Bar Chart
DECISION BRANCH 4 — Final KPI Summary Table
GroupBy
Column Renamer
Aggregation method (column name)
GroupBy
DECISION 4: Key Customer KPIs Pre vs Post Welcome500
Bar Chart
Column Renamer
Column Renamer
Joiner 2
Joiner
Joiner 4
Joiner
DECISION 5: Does Bad Service Predict Customer Churn?
Bar Chart
Math Formula
GroupBy
GroupBy
Joiner 3
Joiner
Column Renamer
Math Formula
Column Renamer
aurora orders csv
CSV Reader
aurora customer xlxs
Excel Reader
aurora loyalty csv
CSV Reader
aurora service xlxs
Excel Reader
Rule Engine
Pivot
Pivot
Sorter
Rule Engine
Rule Engine
Rule Engine
Analysis 2 - Loyalty Engagement
GroupBy
Column Renamer
"Average Offer Redemption Rate by Loyalty Cohort"
Bar Chart
GroupBy
Column Renamer
Column Renamer
Average Order Value by Loyalty Cohort
Bar Chart
Customer Distribution by Engagement Level
Bar Chart
Analysis 4 — Customer Economics
GroupBy
Column Renamer
Duplicate Row Filter
Order Volume by Customer Experience Quality
Bar Chart
Average Discount Rate Pre vs Post Welcome500
Bar Chart
Duplicate Row Filter
Analysis 3 — Service Experience
GroupBy
Missing Value
Math Formula
GroupBy
String to Date&Time

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: Adrian
Created at: 2026-08-27
On NodePit since: 2026-09-01
Last update: 2026-09-08
Created with KNIME version: v5.12.0

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