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InCHlib – interactive cluster heatmap for web applications

Overview of attention for article published in Journal of Cheminformatics, September 2014
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About this Attention Score

  • Above-average Attention Score compared to outputs of the same age (54th percentile)
  • Average Attention Score compared to outputs of the same age and source

Mentioned by

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4 X users

Citations

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55 Dimensions

Readers on

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56 Mendeley
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Title
InCHlib – interactive cluster heatmap for web applications
Published in
Journal of Cheminformatics, September 2014
DOI 10.1186/s13321-014-0044-4
Pubmed ID
Authors

Ctibor Škuta, Petr Bartůněk, Daniel Svozil

Abstract

Hierarchical clustering is an exploratory data analysis method that reveals the groups (clusters) of similar objects. The result of the hierarchical clustering is a tree structure called dendrogram that shows the arrangement of individual clusters. To investigate the row/column hierarchical cluster structure of a data matrix, a visualization tool called 'cluster heatmap' is commonly employed. In the cluster heatmap, the data matrix is displayed as a heatmap, a 2-dimensional array in which the colour of each element corresponds to its value. The rows/columns of the matrix are ordered such that similar rows/columns are near each other. The ordering is given by the dendrogram which is displayed on the side of the heatmap.

X Demographics

X Demographics

The data shown below were collected from the profiles of 4 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 56 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Germany 4 7%
Brazil 3 5%
France 1 2%
Unknown 48 86%

Demographic breakdown

Readers by professional status Count As %
Researcher 16 29%
Student > Ph. D. Student 14 25%
Student > Master 12 21%
Student > Bachelor 3 5%
Other 3 5%
Other 3 5%
Unknown 5 9%
Readers by discipline Count As %
Agricultural and Biological Sciences 16 29%
Computer Science 15 27%
Chemistry 9 16%
Biochemistry, Genetics and Molecular Biology 5 9%
Engineering 2 4%
Other 1 2%
Unknown 8 14%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 3. 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 11 November 2015.
All research outputs
#12,903,654
of 22,764,165 outputs
Outputs from Journal of Cheminformatics
#625
of 828 outputs
Outputs of similar age
#112,133
of 249,473 outputs
Outputs of similar age from Journal of Cheminformatics
#4
of 9 outputs
Altmetric has tracked 22,764,165 research outputs across all sources so far. This one is in the 42nd percentile – i.e., 42% of other outputs scored the same or lower than it.
So far Altmetric has tracked 828 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 11.0. This one is in the 23rd percentile – i.e., 23% of its peers scored the same or lower than it.
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 249,473 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 54% of its contemporaries.
We're also able to compare this research output to 9 others from the same source and published within six weeks on either side of this one. This one has scored higher than 5 of them.