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The Types, Roles, and Practices of Documentation in Data Analytics Open Source Software Libraries

Overview of attention for article published in Computer Supported Cooperative Work: The Journal of Collaborative Computing, May 2018
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About this Attention Score

  • In the top 5% of all research outputs scored by Altmetric
  • One of the highest-scoring outputs from this source (#1 of 185)
  • High Attention Score compared to outputs of the same age (94th percentile)

Mentioned by

blogs
1 blog
twitter
50 tweeters
wikipedia
1 Wikipedia page

Readers on

mendeley
23 Mendeley
Title
The Types, Roles, and Practices of Documentation in Data Analytics Open Source Software Libraries
Published in
Computer Supported Cooperative Work: The Journal of Collaborative Computing, May 2018
DOI 10.1007/s10606-018-9333-1
Authors

R. Stuart Geiger, Nelle Varoquaux, Charlotte Mazel-Cabasse, Chris Holdgraf

Twitter Demographics

The data shown below were collected from the profiles of 50 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 23 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 23 100%

Demographic breakdown

Readers by professional status Count As %
Unspecified 8 35%
Researcher 5 22%
Student > Ph. D. Student 4 17%
Lecturer 2 9%
Student > Postgraduate 1 4%
Other 3 13%
Readers by discipline Count As %
Unspecified 11 48%
Social Sciences 4 17%
Engineering 2 9%
Design 2 9%
Computer Science 1 4%
Other 3 13%

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 25 June 2018.
All research outputs
#291,433
of 12,009,062 outputs
Outputs from Computer Supported Cooperative Work: The Journal of Collaborative Computing
#1
of 185 outputs
Outputs of similar age
#13,990
of 256,709 outputs
Outputs of similar age from Computer Supported Cooperative Work: The Journal of Collaborative Computing
#1
of 4 outputs
Altmetric has tracked 12,009,062 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 97th percentile: it's in the top 5% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 185 research outputs from this source. They receive a mean Attention Score of 3.9. This one has done particularly well, scoring higher than 99% 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 256,709 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 4 others from the same source and published within six weeks on either side of this one. This one has scored higher than all of them