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Mapping the physics research space: a machine learning approach

Overview of attention for article published in EPJ Data Science, November 2019
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About this Attention Score

  • In the top 5% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (94th percentile)
  • Good Attention Score compared to outputs of the same age and source (66th percentile)

Mentioned by

twitter
78 X users

Citations

dimensions_citation
26 Dimensions

Readers on

mendeley
46 Mendeley
Title
Mapping the physics research space: a machine learning approach
Published in
EPJ Data Science, November 2019
DOI 10.1140/epjds/s13688-019-0210-z
Authors

Matteo Chinazzi, Bruno Gonçalves, Qian Zhang, Alessandro Vespignani

X Demographics

X Demographics

The data shown below were collected from the profiles of 78 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 46 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 46 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 10 22%
Student > Master 7 15%
Professor > Associate Professor 6 13%
Researcher 3 7%
Professor 2 4%
Other 3 7%
Unknown 15 33%
Readers by discipline Count As %
Physics and Astronomy 5 11%
Social Sciences 5 11%
Computer Science 4 9%
Economics, Econometrics and Finance 4 9%
Business, Management and Accounting 3 7%
Other 9 20%
Unknown 16 35%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 47. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 02 March 2023.
All research outputs
#895,523
of 25,461,852 outputs
Outputs from EPJ Data Science
#72
of 444 outputs
Outputs of similar age
#20,129
of 381,895 outputs
Outputs of similar age from EPJ Data Science
#4
of 9 outputs
Altmetric has tracked 25,461,852 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 96th percentile: it's in the top 5% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 444 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 39.5. This one has done well, scoring higher than 84% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 381,895 tracked outputs that were published within six weeks on either side of this one in any source. This one has done particularly well, scoring higher than 94% of its contemporaries.
We're also able to compare this research output to 9 others from the same source and published within six weeks on either side of this one. This one has scored higher than 5 of them.