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Wrangling Categorical Data in R

Overview of attention for article published in The American Statistician, April 2018
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About this Attention Score

  • Above-average Attention Score compared to outputs of the same age (59th percentile)
  • Average Attention Score compared to outputs of the same age and source

Mentioned by

twitter
5 X users

Readers on

mendeley
162 Mendeley
citeulike
1 CiteULike
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Article details
Title
Wrangling Categorical Data in R
Published in
The American Statistician, April 2018
DOI 10.1080/00031305.2017.1356375
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 5 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 162 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 162 100%

Demographic breakdown

Readers by professional status
Readers by professional status Count As %
Researcher 26 16%
Student > Ph. D. Student 25 15%
Student > Master 21 13%
Other 14 9%
Student > Doctoral Student 14 9%
Other 36 22%
Unknown 26 16%
Readers by discipline
Readers by discipline Count As %
Agricultural and Biological Sciences 23 14%
Social Sciences 21 13%
Medicine and Dentistry 14 9%
Computer Science 13 8%
Psychology 13 8%
Other 49 30%
Unknown 29 18%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 4. 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 29 July 2017.
All research outputs
#10,198,626
of 29,908,093 outputs
Outputs from The American Statistician
#506
of 1,285 outputs
Outputs of similar age
#139,640
of 345,608 outputs
Outputs of similar age from The American Statistician
#22
of 34 outputs
Altmetric has tracked 29,908,093 research outputs across all sources so far. This one has received more attention than most of these and is in the 65th percentile.
So far Altmetric has tracked 1,285 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 11.7. This one has gotten more attention than average, scoring higher than 60% 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 345,608 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 59% of its contemporaries.
We're also able to compare this research output to 34 others from the same source and published within six weeks on either side of this one. This one is in the 35th percentile – i.e., 35% of its contemporaries scored the same or lower than it.