Icon

Customer_​Segmentation

String to Date&Time
find out outliers >=3%
R Snippet
Data Explorer
remove outliers >=3%
Column Filter
Bar Chart
Bar Chart
Table Row to Variable Loop Start
Table Creator (deprecated)
remove highly corr
Column Filter
selected var
Column Filter
iterative
R Snippet
selected var
Column Filter
Math Formula (Multi Column)
Box Plot
String to Number
Row Sampler
Line Plot
Cross Joiner
GroupBy
CLV
Math Formula
Loop End
customer
Math Formula
customer_data
CSV Reader
corr > 0.8
Linear Correlation
Column Filter
Joiner
unclustering var
Column Filter
remove missing valuecolumns
Missing Value Column Filter
10%
Row Sampler
Heatmap (JavaScript) (legacy)
Normalizer
PCA Compute
mean
GroupBy
k=3
k-Means
Table Transposer
Math Formula (Multi Column)
Row Filter
Column Filter
income_bracket
Rule Engine
mean
GroupBy
Table View
Bar Chart
Numeric Outliers
Parallel Coordinates Plot
Statistics
Binner
Math Formula
Row Filter
recency
Date&Time Difference
Data Explorer
Column Filter
reduce skewness by log
Math Formula (Multi Column)
check group percentage
R Snippet
reduce skewnessby root square
Math Formula (Multi Column)
T/F to 1/0
String Manipulation (Multi Column)
Behavioral Targeting
Column Filter
k=3
R Snippet
k=3
R Snippet
remove feature_requests,dup columns,biz sense
Column Filter
Regex Crypto fromFeature_requests
Rule Engine
k=3
R Snippet
Regex Budgeting from Feature_requests
Rule Engine
Risk Profilling
Column Filter
Optimized K-Means (Silhouette Coefficient)
Value-Based Segmentation
Column Filter
numerical var
Column Filter
Technologic Segmentation
Column Filter
Regex i11l transfer fromFeature_requests
Rule Engine
Vars by stage 2
Column Filter
k=3
R Snippet
not skewness,remove missing support_ticket
Column Filter
final measure
R Snippet
k=3
R Snippet
assigned groups
R Snippet
remove ID
Column Filter
group by type
Pivot
Math Formula
transaction_data
CSV Reader
missing to 0
Missing Value
Math Formula (Multi Column)
Color Manager
Parallel Coordinates Plot
selected var
Column Filter
statistical measures
GroupBy
is_salary_period
Rule Engine
Pivot
Math Formula
Extract Day
Date&Time Part Extractor
String to Date&Time
Joiner
Table View
Joiner
Joiner
missing to 0
Missing Value
mean
GroupBy
Math Formula
String to Number
Color Manager
Scatter Plot Matrix
Table View
test variables
Column Filter
Column Renamer
count, rev sum
GroupBy
Data Explorer
Bar Chart

Nodes

Extensions

Links

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

Download Workflow
Created by: Hello
Created at: 2026-02-14
On NodePit since: 2026-04-20
Last update: 2026-04-20
Created with KNIME version: v5.11.0

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