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Dimensionality reduction for visualizing single-cell data using UMAP

Overview of attention for article published in Nature Biotechnology, December 2018
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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 (99th percentile)
  • High Attention Score compared to outputs of the same age and source (92nd percentile)

Mentioned by

news
1 news outlet
blogs
3 blogs
twitter
463 tweeters
patent
5 patents
facebook
2 Facebook pages
wikipedia
1 Wikipedia page
reddit
1 Redditor

Citations

dimensions_citation
1645 Dimensions

Readers on

mendeley
1761 Mendeley
citeulike
4 CiteULike
Title
Dimensionality reduction for visualizing single-cell data using UMAP
Published in
Nature Biotechnology, December 2018
DOI 10.1038/nbt.4314
Pubmed ID
Authors

Etienne Becht, Leland McInnes, John Healy, Charles-Antoine Dutertre, Immanuel W H Kwok, Lai Guan Ng, Florent Ginhoux, Evan W Newell

Twitter Demographics

The data shown below were collected from the profiles of 463 tweeters who shared this research output. Click here to find out more about how the information was compiled.

Mendeley readers

The data shown below were compiled from readership statistics for 1,761 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 1761 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 451 26%
Researcher 330 19%
Student > Master 167 9%
Student > Bachelor 152 9%
Student > Doctoral Student 82 5%
Other 226 13%
Unknown 353 20%
Readers by discipline Count As %
Biochemistry, Genetics and Molecular Biology 438 25%
Agricultural and Biological Sciences 259 15%
Immunology and Microbiology 147 8%
Computer Science 117 7%
Medicine and Dentistry 106 6%
Other 291 17%
Unknown 403 23%

Attention Score in Context

This research output has an Altmetric Attention Score of 284. 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 05 December 2021.
All research outputs
#79,484
of 19,985,377 outputs
Outputs from Nature Biotechnology
#157
of 7,733 outputs
Outputs of similar age
#2,377
of 414,799 outputs
Outputs of similar age from Nature Biotechnology
#10
of 113 outputs
Altmetric has tracked 19,985,377 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 99th percentile: it's in the top 5% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 7,733 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 37.3. This one has done particularly well, scoring higher than 97% 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 414,799 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 99% of its contemporaries.
We're also able to compare this research output to 113 others from the same source and published within six weeks on either side of this one. This one has done particularly well, scoring higher than 92% of its contemporaries.