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Gender Pay Gap Transparency Norms Analysis

Computation of GPG average before/after law introduction per country
GroupBy
Gender Pay Gap in unadjusted formEUROSTAT (find which countries to include)
CSV Reader
Pay TransparencyNational Legislationsfor all EU countries, categorised by norm strength type0 = No law1 = Soft law2 = Weak hard law3 = Strong hard law
CSV Reader
Removal of irrelevant columns
Column Filter
O to replace missing years
Missing Value
Delete Extra EU Data
Table Creator
Removal of insufficient data
Row Filter
Replacing Czechia with Czech Republic to match it with dataset 2
String Replacer
Computation before/after average per country
Pivot
Incorporation of the new table
Reference Row Filter
GPG trend over time
GroupBy
Addition norm type value
Joiner
Merging of the datasets
Joiner
Aggregation by norm type
GroupBy
Computation average GPG by regulation strength
GroupBy
Filtering countries that did not respect =>2 years
Row Filter
Visual representation results
Bar Chart
Calculation GPG reduction
Math Formula
Creation of regulation type valid for each year
Rule Engine
Creation of before/after law indicator
Rule Engine
Reshape data fortime series plot
Pivot
Visualisation of results
Bar Chart
Visualization Time Trend for Norm
Line Plot

Nodes

Extensions

Links

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

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Created by: gabrielesegretario
Created at: 2026-01-28
On NodePit since: 2026-02-08
Last update: 2026-02-11
Created with KNIME version: v5.8.0

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