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Part 1: Document Description
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Citation |
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Title: |
The Categorical Data Map - Replication Data |
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Identification Number: |
doi:10.18419/darus-3372 |
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Distributor: |
DaRUS |
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Date of Distribution: |
2024-01-26 |
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Version: |
1 |
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Bibliographic Citation: |
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] |
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Citation |
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Title: |
The Categorical Data Map - Replication Data |
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Identification Number: |
doi:10.18419/darus-3372 |
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Authoring Entity: |
Dennig, Frederik L. (Universität Konstanz) |
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Joos, Lucas (Universität Konstanz) |
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Paetzold, Patrick (Universität Konstanz) |
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Blumberg, Daniela (Universität Konstanz) |
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Deussen, Oliver (Universität Konstanz) |
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Keim, Daniel (Universität Konstanz) |
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Fischer, Maximilian T. (Universität Konstanz) |
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Grant Number: |
251654672 |
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Distributor: |
DaRUS |
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Access Authority: |
Dennig, Frederik L. |
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Access Authority: |
Keim, Daniel |
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Depositor: |
Dennig, Frederik L. |
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Date of Deposit: |
2023-03-04 |
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Holdings Information: |
https://doi.org/10.18419/DARUS-3372 |
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Study Scope |
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Keywords: |
Computer and Information Science, Human-Centered Computing, Visualization Design and Evaluation Methods |
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Abstract: |
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. |
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Methodology and Processing |
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Sources Statement |
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Data Sources: |
<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. |
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<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> |
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<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> |
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<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. |
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<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> |
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<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> |
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Data Access |
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Other Study Description Materials |
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File Description--f275662 |
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File: lincoff.tab |
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Notes: |
UNF:6:rClruQR9kTSyr0NbJisRNA== |
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A mushroom dataset with 23 attributes and 8124 category combinations by 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. |
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File Description--f198837 |
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File: dawson.tab |
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Notes: |
UNF:6:n0hJE5dgUmOgW4TXbPH6jw== |
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The well-known titanic dataset from Dawson R. J. M. (1995) [Daw95]. [Daw95] Dawson R. J. M.:The "unusual episode" data revisited, 1995. http://jse.amstat.org/v3n3/datasets.dawson.html, last accessed 2020-09-18. |
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File Description--f198838 |
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File: hassan.tab |
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Notes: |
UNF:6:452w0FICojAEWwAMO7rPdQ== |
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A categorical dataset reconstructed from Hassan et al. [HP14] describing data storage security and cost data. It is manually reconstructed from the Parallel Sets visualization in Figure 2 of the publication. The reconstruction method is described in the Process Metadata. The publication does not provide a source for the underlying data. [HP14] 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. https://doi.org/10.1145/2684200.2684333 |
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File Description--f198839 |
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File: koh.tab |
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Notes: |
UNF:6:jm91tihAXgNNRcyGYtStlA== |
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A categorical dataset reconstructed from Koh et al. [YKII15] describing software dependencies. It is manually reconstructed from the Parallel Sets visualization in Figure 4 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. [YKII15] 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. doi: 10.1109/ICPC.2015.43 |
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File Description--f198845 |
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File: rogers-1.tab |
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Notes: |
UNF:6:feip2wKBPgQTWR5JZ3oK8g== |
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The first categorical dataset reconstructed from Rogers et al. describing the results of a HCI study. It is manually reconstructed from the Parallel Sets visualization in Figure 1 (a) of the publication by Rogers et al. [RWH*16] The reconstruction method is described in the Process Metadata. The publication does not provide a source for the underlying data. [RWH*16] K. Rogers, J. Wiles, S. Heath, K. Hensby and J. Taufatofua, "Discovering patterns of touch: A case study for visualization-driven analysis in Human-Robot Interaction," 2016 11th ACM/IEEE International Conference on Human-Robot Interaction (HRI), 2016, pp. 499-500, doi: 10.1109/HRI.2016.7451825. |
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File Description--f198844 |
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File: rogers-2.tab |
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Notes: |
UNF:6:UPfzwP4EP7X8E9Uk4KxFbQ== |
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The second categorical dataset reconstructed from Rogers et al. describing the results of a HCI study. It is manually reconstructed from the Parallel Sets visualization in Figure 1 (b) of the publication by Rogers et al. [RWH*16] The reconstruction method is described in the Process Metadata. The publication does not provide a source for the underlying data. [RWH*16] K. Rogers, J. Wiles, S. Heath, K. Hensby and J. Taufatofua, "Discovering patterns of touch: A case study for visualization-driven analysis in Human-Robot Interaction," 2016 11th ACM/IEEE International Conference on Human-Robot Interaction (HRI), 2016, pp. 499-500, doi: 10.1109/HRI.2016.7451825. |
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List of Variables: |
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Variables |
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f275662 Location: |
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Label: |
categorical-data-map.zip |
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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. |
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Notes: |
application/zip |
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Label: |
Instructional_Video.mp4 |
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Text: |
An instructional video demonstrating the prototype. |
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Notes: |
video/mp4 |
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Label: |
yano.csv |
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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 |
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Notes: |
text/csv |