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Interpreting Benchmark Reports in Rankings Datasets

Compare performance across Universities, Peer Lists or Regions in Rankings Datasets

Updated over a month ago

This guide will help you understand and navigate the different types of Benchmark Reports available in the QS Rankings Datasets. Learn how to interpret report components, customise your Benchmark Report, and get the most from your data analysis.


1. Types of Benchmark Reports

There are three primary types of Benchmark Reports you can use:

  • Universities: Compare individual universities side-by-side

  • Peer Lists: Compare an institution against multiple lists of peers.

  • Regions: Assess an institution’s performance against multiple regional lists of peers.


2. Navigating the University Benchmark Report

Each charts presents a Time series with the evolution of the analysed Values during the Benchmark period.

When using the Benchmark Reports, you will see a range of visual information:

Main Elements

Element

Universities Report

Peer Lists Or Regions Report

Columns

Each column represents an institution

Each column represents a Peer list or a Region

Darker Colour Line

Shows the data for the specific institution in the column header (different institution in each column)

Shows the data for the specific Focus institution selected in the dropdown (same institution in every chart)

Other lines and shaded area

Key statistical values for the Benchmark peers selected in the dropdown (same Benchmark Peers in each chart)

Key statistical values for the Peer List or Region from the column header (different list in each column)

Statistical Values Displayed

The other lines and the shaded area represent key statistical values in the reference peer list

  • Maximum: Highest value in the dataset.

  • Median: Middle value in the dataset.

  • Minimum: Lowest value in the dataset.

  • Interquartile Range: Presented as a shaded area, representing the range between the 25th and 75th percentiles.


3. Customizing Data Display

You can adjust how the data is shown for your benchmarking needs:

  • Value Type: Toggle between:

    • Ranks

    • Percentiles

    • Scores

  • Benchmark Controls

    • Benchmark Peers: Select which lists to display.

    • Benchmark Period: Choose the years to analyse.

    • Focus Institution: Select which university to highlight

  • Order by: Change the order of columns by:

    • Overall score (ascending/descending)

    • Sub-indicators and specific metrics


4. Using the Zoom Function

The Zoom button helps refine your view:

Zoom Status

View Description

Zoom Off

Displays the entire data range available (e.g., 0 to 1500 in World University Rankings)

Zoom On

Shows only the relevant range for your current analysis and makes year on year changes easier to observe

Tip: Always check the vertical axis scales when comparing different indicators, as the numerical range may change between metrics.


5. Focusing on Specific Institutions

  • Pin Institutions: If you want to keep particular institutions or peers in view, “pin” them. Pinned institutions will remain next to your focused institution as you scroll.

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