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biblio

Part 1: A Simple Guide to Measuring Research Performance

Load the dataset

Publication Trends by Year

Most Common Research Categories

Most Productive Authors

Most Influential Countries

Document Type Distribution

Part 2: Uncovering Themes and Connections Through Science Mapping

Load the dataset

Most Influential Countries

Create Collection Column
Read the exportedWoS dataset
Excel Reader
GroupBy
Extract countryfrom address
String Manipulation
Unique count the publicationsper country
GroupBy
Separate multiple addresses into a list
Cell Splitter
Create one row for eachaddress-paper pair
Ungroup
Standardize USAvariants to 'USA'
String Manipulation
Filter top 10 countries
Top k Row Filter
Filter only WoS categories and UT
Column Filter
Read the exportedWoS dataset
Excel Reader
Filter only Addressesand UT
Column Filter
Filter publicationsbefore 2025
Row Filter
Plot of publicationsover time
Line Plot
Remove theauthor list fromaddresses
String Manipulation
Separate multiple addresses into a list
Cell Splitter
Filter only Addressesand UT
Column Filter
Create one row for eachaddress-paper pair
Ungroup
Extract countryfrom address
String Manipulation
Filter only Document Type and UT
Column Filter
Count the publicationsper document type
GroupBy
Chart of mostproductive authors
Bar Chart
Chart of most influential countries
Generic ECharts View
Filter only Authorsand UT
Column Filter
Chart of most research categories
Generic ECharts View
Separate multiple authors into a list
Cell Splitter
Separate multiple document typesinto a list
Cell Splitter
Replace missing valuewith N/A
Missing Value
Chart of documenttype distribution
Bar Chart
Remove theauthor list fromaddresses
String Manipulation
Separate multiple categories into a list
Cell Splitter
Filter only Yearand UT
Column Filter
Create one row for eachauthor-paper pair
Ungroup
Create one row for eachdocument type-paper pair
Ungroup
Standardize USAvariants to 'USA'
String Manipulation
Count the publicationsper year
GroupBy
Count the publicationsper author
GroupBy
Replace missing valuewith N/A
Missing Value
Filter top 10 categories
Top k Row Filter
Joiner
Filter only Countryand UT
Column Filter
Create one row for eachcategory-paper pair
Ungroup
Filter top 10 most productiveauthor
Top k Row Filter
Count the publicationsper category
GroupBy
Rule-based Row Filter

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: pradeep
Created at: 2025-07-28
On NodePit since: 2025-08-22
Last update: 2025-10-22
Created with KNIME version: v5.7.0

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