QS World University Ranking Dashboard

Question

Factor&nbsp;Description&nbsp;2026 Rank&nbsp;The university’s rank in the 2026 QS rankings&nbsp;Previous Rank&nbsp;The university’s rank in the previous year (2025)&nbsp;Institution Name&nbsp;Full name of the university or institution&nbsp;Country/Territory&nbsp;The country where the institution is located&nbsp;Region&nbsp;Geographical region (e.g., Europe, Americas, Asia)&nbsp;Size&nbsp;Approximate size of the university based on student population (e.g., S, M, L, XL)&nbsp;Focus&nbsp;The academic focus of the institution (e.g., CO = Comprehensive, FC = Focused)&nbsp;Research&nbsp;Level of research intensity (e.g., VH = Very High)&nbsp;Status&nbsp;Type of institution (e.g., Public, Private not-for-profit)&nbsp;AR SCORE / RANK&nbsp;Academic Reputation — based on global academic survey&nbsp;ER SCORE / RANK&nbsp;Employer Reputation — based on employer feedback&nbsp;FSR SCORE / RANK&nbsp;Faculty-Student Ratio — evaluates teaching commitment&nbsp;CPF SCORE / RANK&nbsp;Citations per Faculty — measures research output and quality&nbsp;IFR SCORE / RANK&nbsp;International Faculty Ratio — percentage of international teaching staff&nbsp;ISR SCORE / RANK&nbsp;International Student Ratio — percentage of international students&nbsp;ISD SCORE / RANK&nbsp;International Student Diversity — diversity among international students&nbsp;IRN SCORE / RANK&nbsp;International Research Network — global collaboration intensity&nbsp;EO SCORE / RANK&nbsp;Employment Outcomes — how well graduates perform in the job market&nbsp;SUS SCORE / RANK&nbsp;Sustainability — evaluates environmental and social impact initiatives&nbsp;Overall SCORE&nbsp;Composite score used to determine the final university rank&nbsp;&nbsp;eyJrIjoiZDAzNzA2ZWQtNGUwOC00YzU0LWI5ODktMTliZjYxZDNhMWY4IiwidCI6ImFjMjAyNTQ0LWMwZTgtNDgxYy1iOWVlLTc4ZGViOWJlNGFkMyJ9

nabha-ahmed · Answer

Great job&nbsp;Love it 😍&nbsp;

sajjadrahman56 · Answer

Awesome .&nbsp;

grantwardle · Answer

Hi Aaron,This is great - I was wondering whether this is done using QS datasets or if it's done manually with document uploads?Would be great to chat with you&nbsp;Best,Grant

aaronleehbl · Answer

Hi Grant,&nbsp;Thank you for your comment. I built this dashboard using the QS datasets from Kaggle!&nbsp;

mohamadjavith · Answer

Nice Dashboard

Factor	Description
2026 Rank	The university’s rank in the 2026 QS rankings
Previous Rank	The university’s rank in the previous year (2025)
Institution Name	Full name of the university or institution
Country/Territory	The country where the institution is located
Region	Geographical region (e.g., Europe, Americas, Asia)
Size	Approximate size of the university based on student population (e.g., S, M, L, XL)
Focus	The academic focus of the institution (e.g., CO = Comprehensive, FC = Focused)
Research	Level of research intensity (e.g., VH = Very High)
Status	Type of institution (e.g., Public, Private not-for-profit)
AR SCORE / RANK	Academic Reputation — based on global academic survey
ER SCORE / RANK	Employer Reputation — based on employer feedback
FSR SCORE / RANK	Faculty-Student Ratio — evaluates teaching commitment
CPF SCORE / RANK	Citations per Faculty — measures research output and quality
IFR SCORE / RANK	International Faculty Ratio — percentage of international teaching staff
ISR SCORE / RANK	International Student Ratio — percentage of international students
ISD SCORE / RANK	International Student Diversity — diversity among international students
IRN SCORE / RANK	International Research Network — global collaboration intensity
EO SCORE / RANK	Employment Outcomes — how well graduates perform in the job market
SUS SCORE / RANK	Sustainability — evaluates environmental and social impact initiatives
Overall SCORE	Composite score used to determine the final university rank