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Quantifying efficient information exchange in real network flows

Overview of attention for article published in Communications Physics, June 2021
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About this Attention Score

  • In the top 25% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (88th percentile)
  • Good Attention Score compared to outputs of the same age and source (75th percentile)

Mentioned by

twitter
24 X users
wikipedia
1 Wikipedia page

Readers on

mendeley
29 Mendeley
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Article details
Title
Quantifying efficient information exchange in real network flows
Published in
Communications Physics, June 2021
DOI 10.1038/s42005-021-00612-5
Authors

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Timeline Attention over time Attention Score history
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Activity
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X Demographics

X Demographics

The data shown below were collected from the profiles of 24 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley demographics

Mendeley demographics

The data shown below were compiled from readership statistics for 29 Mendeley readers of this research output. Click here to see the associated Mendeley record.
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Geographical breakdown

Geographical breakdown
Country Count As %
Unknown 29 100%

Demographic breakdown

Readers by professional status
Readers by professional status Count As %
Student > Ph. D. Student 7 24%
Researcher 5 17%
Student > Doctoral Student 2 7%
Professor 1 3%
Student > Master 1 3%
Other 1 3%
Unknown 12 41%
Readers by discipline
Readers by discipline Count As %
Physics and Astronomy 4 14%
Mathematics 3 10%
Computer Science 2 7%
Business, Management and Accounting 1 3%
Decision Sciences 1 3%
Other 5 17%
Unknown 13 45%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 17. 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 09 July 2026.
All research outputs
#2,848,537
of 34,329,868 outputs
Outputs from Communications Physics
#301
of 2,242 outputs
Outputs of similar age
#55,520
of 488,508 outputs
Outputs of similar age from Communications Physics
#20
of 80 outputs
Altmetric has tracked 34,329,868 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 91st percentile: it's in the top 10% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 2,242 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 11.9. This one has done well, scoring higher than 86% 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 488,508 tracked outputs that were published within six weeks on either side of this one in any source. This one has done well, scoring higher than 88% of its contemporaries.
We're also able to compare this research output to 80 others from the same source and published within six weeks on either side of this one. This one has done well, scoring higher than 75% of its contemporaries.