LibGuides: Researcher Skills Toolkit: Visualising impact

Research metrics

Visualising impact

Metrics found in the research metrics databases and tools can be easily downloaded in spreadsheet format and manipulated as required. These databases also include a variety of simple column, pie and line charts, and tree maps prepopulated with metrics from your search, which can be downloaded and incorporated quickly to visualise your metrics.

Additionally, SciVal, Dimensions, and Altmetric Explorer include the ability to download profiles of visualised metrics in PDF and Word format.

The Scopus Author Profile page includes several graphs presenting publication and citation trends, including:

Document and citation trends presented year by year
Documents by subject area: presented in a pie chart using Scopus subject categories
h-index: Tracked by year
Citation count per year
Publication count per year
Documents by publication type in a pie chart.

Scopus visualisations

Dimensions' Author Profile page provides a bar chart of publications, citations, and grants (if applicable) per year.

Via the Analytical Views menu on the right-hand side, you can generate and download graphs, tables, and heat maps for for:

Metrics per publication year (publications, citations, FCR, Altmetric attention score)
FoR categories
Open access
Collaborating authors
Collaborating institutions
Geographical collaboration
Source titles
Publishers
Funders

Google Scholar provides a citations per year graph for publications indexed in Google Scholar.

Tools such as VOSviewer can be used to visualise citation networks based on journals, researchers, or individual publications to discover patterns in terms of co-authorship, co-citation, and co-occurrence of terms in titles and keywords. Data can be imported from several sources (including Scopus, Web of Science, Dimensions, and PubMed)

VOSviewer was developed by researchers at the Centre for Science and Technology Studies (CWTS) at Leiden University in The Netherlands, and is free to download.

Examples of visualisations created using VOSviewer:

Co-authorship networks

This visualisation was created from a download of records from Scopus (CSV format) and maps the names of authors who have co-authored publications.

The size of the circles corresponds to the number of publications each author has published, and the links between the circles show co-authorship of publications

Keyword co-occurrence

This visualisation (using the network visualisation option) maps the occurrence of keywords in the records from the same search.

The colour of an item is determined by the cluster to which the item belongs. Lines between items represent links. By default, at most 500 lines are displayed, representing the 500 strongest linked between keywords.

It is also possible to drill down within individual clusters.

This map shows keyword occurrence maps to the keyword ‘aged’.