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Is data cleaning and the testing of assumptions relevant in the 21st century?

Overview of attention for article published in Frontiers in Psychology, January 2013
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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 (70th percentile)

Mentioned by

twitter
17 X users

Citations

dimensions_citation
24 Dimensions

Readers on

mendeley
110 Mendeley
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Title
Is data cleaning and the testing of assumptions relevant in the 21st century?
Published in
Frontiers in Psychology, January 2013
DOI 10.3389/fpsyg.2013.00370
Pubmed ID
Authors

Jason W. Osborne

X Demographics

X Demographics

The data shown below were collected from the profiles of 17 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 110 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
United States 2 2%
Colombia 1 <1%
Hong Kong 1 <1%
Netherlands 1 <1%
United Kingdom 1 <1%
Kenya 1 <1%
Unknown 103 94%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 20 18%
Researcher 15 14%
Student > Master 15 14%
Student > Doctoral Student 13 12%
Professor > Associate Professor 7 6%
Other 23 21%
Unknown 17 15%
Readers by discipline Count As %
Psychology 30 27%
Social Sciences 10 9%
Agricultural and Biological Sciences 10 9%
Medicine and Dentistry 6 5%
Business, Management and Accounting 6 5%
Other 26 24%
Unknown 22 20%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 10. 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 September 2022.
All research outputs
#3,447,037
of 24,996,701 outputs
Outputs from Frontiers in Psychology
#6,435
of 33,763 outputs
Outputs of similar age
#34,729
of 293,020 outputs
Outputs of similar age from Frontiers in Psychology
#284
of 969 outputs
Altmetric has tracked 24,996,701 research outputs across all sources so far. Compared to these this one has done well and is in the 86th percentile: it's in the top 25% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 33,763 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 13.1. This one has done well, scoring higher than 80% 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 293,020 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 969 others from the same source and published within six weeks on either side of this one. This one has gotten more attention than average, scoring higher than 70% of its contemporaries.