The Categorical Data Map - Replication Data (doi:10.18419/darus-3372)

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The Categorical Data Map - Replication Data

doi:10.18419/darus-3372

DaRUS

2024-01-26

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Dennig, Frederik L.; Joos, Lucas; Paetzold, Patrick; Blumberg, Daniela; Deussen, Oliver; Keim, Daniel; Fischer, Maximilian T., 2024, "The Categorical Data Map - Replication Data", https://doi.org/10.18419/darus-3372, DaRUS, V1, UNF:6:4NrkBxJKpeeQqsRmi8XRPw== [fileUNF]

The Categorical Data Map - Replication Data

doi:10.18419/darus-3372

Dennig, Frederik L. (Universität Konstanz)

Joos, Lucas (Universität Konstanz)

Paetzold, Patrick (Universität Konstanz)

Blumberg, Daniela (Universität Konstanz)

Deussen, Oliver (Universität Konstanz)

Keim, Daniel (Universität Konstanz)

Fischer, Maximilian T. (Universität Konstanz)

251654672

DaRUS

Dennig, Frederik L.

Keim, Daniel

Dennig, Frederik L.

2023-03-04

https://doi.org/10.18419/darus-3372

Computer and Information Science, Human-Centered Computing, Visualization Design and Evaluation Methods

Source code and datasets used for our experiments are shared for replication purposes along our publication "The Categorical Data Map". We describe each of the six datasets individually on a per-file basis. All datasets are purely nominal datasets.

<br> Dawson R. J. M.:The "unusual episode" data revisited, 1995. <a href="http://jse.amstat.org/v3n3/datasets.dawson.html">http://jse.amstat.org/v3n3/datasets.dawson.html</a>, last accessed 2020-09-18.

<br> Sabri Hassan and Günther Pernul. (2014). Efficiently Managing the Security and Costs of Big Data Storage using Visual Analytics. In Proceedings of the 16th International Conference on Information Integration and Web-based Applications & Services (iiWAS '14). Association for Computing Machinery, New York, NY, USA, 180-184. <a href="https://doi.org/10.1145/2684200.2684333">doi: 10.1145/2684200.2684333</a>

<br> L. C. Koh, A. Slingsby, J. Dykes and T. S. Kam. (2011). Developing and Applying a User-Centered Model for the Design and Implementation of Information Visualization Tools. In 2011 15th International Conference on Information Visualisation,pp. 90-95. <a href="https://doi.org/10.1109/IV.2011.32">doi: 10.1109/IV.2011.32</a>

<br> G. Lincoff and N. A. Society, (1981). National Audubon Society field guide to North American mushrooms, ser. Audubon Society field guide series. Knopf: Distributed by Random House, New York.

<br> K. Rogers, J. Wiles, S. Heath, K. Hensby and J. Taufatofua. (2016). Discovering patterns of touch: A case study for visualization-driven analysis in Human-Robot Interaction. In 2016 11th ACM/IEEE International Conference on Human-Robot Interaction (HRI), pp. 499-500. <a href="https://doi.org/10.1109/HRI.2016.7451825">doi: 10.1109/HRI.2016.7451825</a>

<br> Y. Yano, R. G. Kula, T. Ishio and Katsuro Inoue. (2015). VerXCombo: An interactive data visualization of popular library version combinations. In Proceedings of the 2015 IEEE 23rd International Conference on Program Comprehension, pp. 291-294. <a href="https://doi.org/10.1109/ICPC.2015.43">doi: 10.1109/ICPC.2015.43</a>

• Number of cases: 8124

• No. of variables per record: 23

• Type of File: text/tab-separated-values

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• Number of cases: 2201

• No. of variables per record: 4

• Type of File: text/tab-separated-values

UNF:6:n0hJE5dgUmOgW4TXbPH6jw==

• Number of cases: 647

• No. of variables per record: 4

• Type of File: text/tab-separated-values

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• Number of cases: 1077

• No. of variables per record: 3

• Type of File: text/tab-separated-values

UNF:6:jm91tihAXgNNRcyGYtStlA==

• Number of cases: 1013

• No. of variables per record: 3

• Type of File: text/tab-separated-values

UNF:6:feip2wKBPgQTWR5JZ3oK8g==

• Number of cases: 1012

• No. of variables per record: 3

• Type of File: text/tab-separated-values

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• class - class
• cap-shape - cap-shape
• cap-surface - cap-surface
• cap-color - cap-color
• bruises - bruises
• odor - odor
• gill-attachment - gill-attachment
• gill-spacing - gill-spacing
• gill-size - gill-size
• gill-color - gill-color
• stalk-shape - stalk-shape
• stalk-root - stalk-root
• stalk-surface-above-ring - stalk-surface-above-ring
• stalk-surface-below-ring - stalk-surface-below-ring
• stalk-color-above-ring - stalk-color-above-ring
• stalk-color-below-ring - stalk-color-below-ring
• veil-type - veil-type
• veil-color - veil-color
• ring-number - ring-number
• ring-type - ring-type
• spore-print-color - spore-print-color
• population - population
• habitat - habitat
• Class - Class
• Age - Age
• Sex - Sex
• Survived - Survived
• Value - Value
• Sensitivity - Sensitivity
• Region - Region
• Costs - Costs
• Purchaser Currently Living In - Purchaser Currently Living In
• Property Type Purchased - Property Type Purchased
• Location of Purchased Property - Location of Purchased Property
• Participant - Participant
• Origin - Origin
• Touch Location - Touch Location
• Participant - Participant
• Origin - Origin
• Touch Location - Touch Location

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categorical-data-map.zip

Text:

Code of the research prototype for "The Categorical Data Map" All required source code and data are packaged in `categorical-data-map.zip` and ready for development and deployment. Software Dependencies: The code in this component has been tested with *Docker version 24.0.5, build 24.0.5-0ubuntu1~22.04.1* and *docker-compose version 1.29.2*. All other dependencies are handled by *Docker*. Development: To run execute `.deploy-dev` and navigate to http://127.0.0.1:3000 in your browser. Deployment: To deploy run `./deploy-prod` and navigate to http://127.0.0.1:3000 in your browser.

application/zip

Label:

Instructional_Video.mp4

Text:

An instructional video demonstrating the prototype.

video/mp4

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yano.csv

Text:

A categorical dataset reconstructed from Yano et al. [KSDK11] describing property sales information from Singapor. It is manually reconstructed from the Parallel Sets visualization in Figure X of the publication by Yano et al. The reconstruction method is described in the Process Metadata. The publication does not provide a source for the underlying data. [KSDK11] L. C. Koh, A. Slingsby, J. Dykes and T. S. Kam, "Developing and Applying a User-Centered Model for the Design and Implementation of Information Visualization Tools," 2011 15th International Conference on Information Visualisation, 2011, pp. 90-95, doi: 10.1109/IV.2011.32

text/csv