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A Comparison for Dimensionality Reduction Methods of Single-Cell RNA-seq Data

Overview of attention for article published in Frontiers in Genetics, March 2021
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About this Attention Score

  • In the top 25% of all research outputs scored by Altmetric
  • Good Attention Score compared to outputs of the same age (71st percentile)
  • High Attention Score compared to outputs of the same age and source (85th percentile)

Mentioned by

twitter
10 X users

Citations

dimensions_citation
78 Dimensions

Readers on

mendeley
140 Mendeley
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Title
A Comparison for Dimensionality Reduction Methods of Single-Cell RNA-seq Data
Published in
Frontiers in Genetics, March 2021
DOI 10.3389/fgene.2021.646936
Pubmed ID
Authors

Ruizhi Xiang, Wencan Wang, Lei Yang, Shiyuan Wang, Chaohan Xu, Xiaowen Chen

X Demographics

X Demographics

The data shown below were collected from the profiles of 10 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 140 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 140 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 19 14%
Student > Ph. D. Student 17 12%
Student > Bachelor 15 11%
Researcher 11 8%
Student > Doctoral Student 6 4%
Other 10 7%
Unknown 62 44%
Readers by discipline Count As %
Biochemistry, Genetics and Molecular Biology 27 19%
Computer Science 13 9%
Agricultural and Biological Sciences 10 7%
Engineering 6 4%
Neuroscience 4 3%
Other 15 11%
Unknown 65 46%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 7. 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 22 January 2024.
All research outputs
#5,488,519
of 25,758,695 outputs
Outputs from Frontiers in Genetics
#1,703
of 13,787 outputs
Outputs of similar age
#130,137
of 456,490 outputs
Outputs of similar age from Frontiers in Genetics
#72
of 494 outputs
Altmetric has tracked 25,758,695 research outputs across all sources so far. Compared to these this one has done well and is in the 78th percentile: it's in the top 25% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 13,787 research outputs from this source. They receive a mean Attention Score of 3.8. This one has done well, scoring higher than 87% 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 456,490 tracked outputs that were published within six weeks on either side of this one in any source. This one has gotten more attention than average, scoring higher than 71% of its contemporaries.
We're also able to compare this research output to 494 others from the same source and published within six weeks on either side of this one. This one has done well, scoring higher than 85% of its contemporaries.