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What’s the Tone? Easy Doesn’t Do It: Analyzing Performance and Agreement Between Off-the-Shelf Sentiment Analysis Tools

Overview of attention for article published in Communication Methods and Measures, October 2019
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About this Attention Score

  • In the top 25% of all research outputs scored by Altmetric
  • Among the highest-scoring outputs from this source (#48 of 185)
  • High Attention Score compared to outputs of the same age (82nd percentile)

Mentioned by

twitter
16 X users

Citations

dimensions_citation
62 Dimensions

Readers on

mendeley
105 Mendeley
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Title
What’s the Tone? Easy Doesn’t Do It: Analyzing Performance and Agreement Between Off-the-Shelf Sentiment Analysis Tools
Published in
Communication Methods and Measures, October 2019
DOI 10.1080/19312458.2019.1671966
Authors

Mark Boukes, Bob van de Velde, Theo Araujo, Rens Vliegenthart

X Demographics

X Demographics

The data shown below were collected from the profiles of 16 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 105 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 105 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 25 24%
Student > Master 15 14%
Researcher 9 9%
Student > Doctoral Student 6 6%
Professor 6 6%
Other 20 19%
Unknown 24 23%
Readers by discipline Count As %
Social Sciences 36 34%
Computer Science 13 12%
Arts and Humanities 5 5%
Environmental Science 3 3%
Economics, Econometrics and Finance 3 3%
Other 11 10%
Unknown 34 32%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 11. 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 15 April 2022.
All research outputs
#3,129,342
of 25,085,910 outputs
Outputs from Communication Methods and Measures
#48
of 185 outputs
Outputs of similar age
#62,101
of 362,403 outputs
Outputs of similar age from Communication Methods and Measures
#2
of 2 outputs
Altmetric has tracked 25,085,910 research outputs across all sources so far. Compared to these this one has done well and is in the 87th percentile: it's in the top 25% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 185 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 10.7. This one has gotten more attention than average, scoring higher than 74% 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 362,403 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 82% of its contemporaries.
We're also able to compare this research output to 2 others from the same source and published within six weeks on either side of this one.