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SentiBench - a benchmark comparison of state-of-the-practice sentiment analysis methods

Overview of attention for article published in EPJ Data Science, July 2016
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About this Attention Score

  • In the top 5% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (95th percentile)

Mentioned by

news
2 news outlets
twitter
52 tweeters
reddit
1 Redditor

Citations

dimensions_citation
184 Dimensions

Readers on

mendeley
396 Mendeley
Title
SentiBench - a benchmark comparison of state-of-the-practice sentiment analysis methods
Published in
EPJ Data Science, July 2016
DOI 10.1140/epjds/s13688-016-0085-1
Authors

Filipe N Ribeiro, Matheus Araújo, Pollyanna Gonçalves, Marcos André Gonçalves, Fabrício Benevenuto

Twitter Demographics

The data shown below were collected from the profiles of 52 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 396 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
United Kingdom 3 <1%
Brazil 2 <1%
France 1 <1%
Netherlands 1 <1%
Germany 1 <1%
Cuba 1 <1%
Portugal 1 <1%
Hungary 1 <1%
Taiwan 1 <1%
Other 0 0%
Unknown 384 97%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 93 23%
Student > Master 89 22%
Student > Bachelor 44 11%
Researcher 26 7%
Student > Postgraduate 19 5%
Other 59 15%
Unknown 66 17%
Readers by discipline Count As %
Computer Science 192 48%
Engineering 24 6%
Business, Management and Accounting 22 6%
Social Sciences 20 5%
Psychology 11 3%
Other 46 12%
Unknown 81 20%

Attention Score in Context

This research output has an Altmetric Attention Score of 50. 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 19 September 2020.
All research outputs
#565,149
of 19,059,873 outputs
Outputs from EPJ Data Science
#56
of 308 outputs
Outputs of similar age
#12,525
of 269,306 outputs
Outputs of similar age from EPJ Data Science
#1
of 1 outputs
Altmetric has tracked 19,059,873 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 308 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 49.3. This one has done well, scoring higher than 82% 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 269,306 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 95% of its contemporaries.
We're also able to compare this research output to 1 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