SCImago Graphicaa new tool for exploring and visually communicating data

  1. Hassan-Montero, Yusef 1
  2. De-Moya-Anegón, Félix 2
  3. Guerrero-Bote, Vicente P. 3
  1. 1 Universidad Internacional de La Rioja
    info

    Universidad Internacional de La Rioja

    Logroño, España

    ROR https://ror.org/029gnnp81

  2. 2 SCImago Research Group
  3. 3 Universidad de Extremadura
    info

    Universidad de Extremadura

    Badajoz, España

    ROR https://ror.org/0174shg90

Erakutsi afiliazioak +
Aldizkaria:
El profesional de la información

ISSN: 1386-6710,  1699-2407

Argitalpen urtea: 2022

Zenbakien izenburua: Digital audio communication

Alea: 31

Zenbakia: 5

Mota: Artikulua

DOI: 10.3145/EPI.2022.SEP.02 DIALNET GOOGLE SCHOLAR lock_openSarbide irekia editor

Beste argitalpen batzuk: El profesional de la información

Laburpena

A pesar del creciente número de sistemas de creación de visualización de datos en los últimos años, sigue siendo un desafío combinar en un mismo sistema un alto poder expresivo y facilidad de uso. En este artículo presentamos SCImago Graphica, una aplicación no-code (el usuario no necesita programar) que permite la creación de visualizaciones complejas mediante interacciones simples de arrastrar y soltar. Los usuarios vinculan las variables de datos a los diferentes canales de codificación y definen las opciones específicas de cada vinculación, y el software genera la visualización gráfica interactiva a partir de esa información. Gracias a su eficiencia de uso, SCImago Graphica no solo es adecuada para la comunicación visual de datos, sino también para el análisis exploratorio de datos. Evaluamos la expresividad y facilidad de uso de SCImago Graphica a través de varios ejemplos de construcción de gráficos y un catálogo de visualizaciones. Los resultados muestran que SCImago Graphica permite crear una amplia variedad de visualizaciones de datos de forma rápida y sencilla.

Erreferentzia bibliografikoak

  • Bertin, Jacques (1983). Semiology of graphics. Madison, Wisconsin: The University of Wisconsin Press. Translated by W. J. Berg. ISBN: 978 0 299090609
  • Bostock, Michael; Heer, Jeffrey (2009). “Protovis: A graphical toolkit for visualization”. IEEE Transactions on visualization and computer graphics (Proc. InfoVis), 2009. https://doi.org/10.1109/TVCG.2009.174
  • Bostock, Michael; Ogievetsky, Vadim; Heer, Jeffrey (2010). “D3: Data-driven documents”. IEEE Transactions on visualization and computer graphics, v. 17, n. 12, December 2011. http://vis.stanford.edu/papers/d3
  • Clauset, Aaron; Newman, Mark E. J.; Moore, Cristopher (2004). “Finding community structure in very large networks”. Physical review E, v. 70, 066111. https://journals.aps.org/pre/abstract/10.1103/PhysRevE.70.066111
  • Fruchterman, Thomas M. J.; Reingold, Edward M. (1991). “Graph drawing by force-directed placement”. Software - practice & experience, v. 21, n. 11, pp. 1129-1164. https://doi.org/10.1002/spe.4380211102
  • Grammel, Lars; Tory, Melanie; Storey, Margaret-Anne (2010). “How information visualization novices construct visualizations”. IEEE Transactions on visualization and computer graphics, v. 16, n. 6, pp. 943-952. https://doi.org/10.1109/TVCG.2010.164
  • Kamada, Tomihisa; Kawai, Satoru (1989). “An algorithm for drawing general undirected graphs”. Information processing letters, v. 31, n. 1, pp. 7-15. https://doi.org/10.1016/0020-0190(89)90102-6
  • Li, Deqing; Mei, Honghui; Shen, Yi; Su, Shuang; Zhang, Wenli; Wang, Junting; Zu, Ming; Chen, Wei (2018). “ECharts: A declarative framework for rapid construction of web-based visualization”. Visual informatics 2, pp. 136-146. https://doi.org/10.1016/j.visinf.2018.04.011
  • Liu, Zhicheng; Thompson, John; Wilson, Alan; Dontcheva, Mira; Delorey, James; Grigg, Sam; Kerr, Bernard; Stasko, John (2018). “Data Illustrator: Augmenting vector design tools with lazy data binding for expressive visualization authoring”. CHI 2018, April 21-26, Montréal, QC, Canada. https://doi.org/10.1145/3173574.3173697
  • Mackinlay, Jock D.; Hanrahan, Pat; Stolte, Chris (2007). “Show me: Automatic presentation for visual analysis”. IEEE Transactions on visualization and computer graphics, v. 13, n. 6. https://doi.org/10.1109/TVCG.2007.70594
  • Mauri, Michele; Elli, Tommaso; Caviglia, Giorgio; Uboldi, Giorgio; Azzi, Matteo (2017). “RAWGraphs: A visualisation platform to create open outputs”. CHItaly‘17. September 18-20, Cagliari, Italy. https://doi.org/10.1145/3125571.3125585
  • McNeill, Graham; Hale, Scott A. (2019). “Viz-Blocks: Building visualizations and documents in the browser”. EuroVis 2019 - Short papers. The Eurographics Association. https://diglib.eg.org/handle/10.2312/evs20191177
  • Noack, Andreas (2007). “Energy models for graph clustering”. Journal of graph algorithms and applications, v. 11, n. 2, pp. 453-480. https://doi.org/10.7155/jgaa.00154
  • Noack, Andreas (2009). “Modularity clustering is force-directed layout”. Physical review E, n. 79, 026102. https://doi.org/10.1103/PhysRevE.79.026102
  • Qin, Xuedi; Luo, Yuyu; Tang, Nan; Li, Guoliang (2020). “Making data visualization more efficient and effective: a survey”. The VLDB Journal, v. 29, pp. 93-117. https://doi.org/10.1007/s00778-019-00588-3
  • Ren, Donghao; Höllerer, Tobias; Yuan, Xiaoru (2014). “iVisDesigner: Expressive interactive design of information visualizations”. IEEE Transactions on visualization and computer graphics, v. 20, n. 12, pp. 2092-2101. https://doi.org/10.1109/TVCG.2014.2346291
  • Ren, Donghao; Lee, Bongshin; Brehmer, Matthew (2019). “Charticulator: Interactive Construction of Bespoke Chart Layouts. IEEE Transactions on visualization and computer graphics (InfoVis 2), v. 25, n. 1.
  • Ren, Donghao; Lee, Bongshin; Brehmer, Matthew; Riche, Nathalie-Henry (2018). “Reflecting on the evaluation of visualization authoring systems: Position paper”. IEEE Evaluation and beyond - Methodological approaches for visualization (BELIV), pp. 86-92. https://doi.org/10.1109/BELIV.2018.8634297
  • Satyanarayan, Arvind; Heer, Jeffrey (2014). “Lyra: An interactive visualization design environment”. Computer graphics forum, v. 33, pp. 351-360. Wiley Online Library. https://doi.org/10.1111/cgf.12391
  • Satyanarayan, Arvind; Moritz, Dominik; Wongsuphasawat, Kanit; Heer, Jeffrey (2017). “Vega-Lite: A grammar of interactive graphics”. IEEE Transactions on visualization and computer graphics (Proc. IEEE InfoVis). https://doi.org/10.1109/tvcg.2016.2599030
  • Satyanarayan, Arvind; Russell, Ryan; Hoffswell, Jane; Heer, J. (2016). “Reactive Vega: A streaming dataflow architecture for declarative interactive visualization”. IEEE Trans. visualization & computer graphics (Proc. InfoVis). http://vis.csail.mit.edu/pubs/reactive-vega.pdf
  • Stolte, Chris; Tang, Diane; Hanrahan, Pat (2002). “Polaris: A system for query, analysis, and visualization of multidimensional relational databases”. IEEE Transactions on visualization and computer graphics, v. 8, n. 1, pp. 52-65. https://doi.org/10.1109/2945.981851
  • Wallinger, Markus; Archambault, Daniel; Auber, David; Nöllenburg, Martin; Peltonen, Jaakko (2022). “Edge-path bundling: A less ambiguous edge bundling approach”. IEEE Transactions on visualization and computer graphics, pp. 313-323, v. 28, n. 1. https://doi.org/10.1109/TVCG.2021.3114795
  • Wickham, Hadley (2010). “A layered grammar of graphics”. Journal of computational and graphical statistics, v. 19, n. 1, pp. 3-28. https://doi.org/10.1198/jcgs.2009.07098
  • Wickham, Hadley (2014). “Tidy data”. Journal of statistical software, v. 59, n. 10. https://doi.org/10.18637/jss.v059.i10
  • Wilkinson, Leland (1999). The grammar of graphics. New York: Springer. ISBN: 978 0 387245447
  • Wongsuphasawat, Kanit; Moritz, Dominik; Anand, Anushka; Mackinlay, Jock; Howe, Bill; Heer, Jeffrey (2015). “Voyager: Exploratory analysis via faceted browsing of visualization recommendations”. IEEE Transactions on visualization and computer graphics, v. 22, n. 1, pp. 649-658. https://doi.org/10.1109/TVCG.2015.2467191
  • Yalçın, Mehmet-Adil; Elmqvist, Niklas; Bederson, Benjamin B. (2018). “Keshif: Rapid and expressive tabular data exploration for novices. IEEE Transactions on visualization and computer graphics, v. 24, n. 8, pp. 2339-2352. http://users.umiacs.umd.edu/~elm/projects/keshif/keshif.pdf
  • Zong, Jonathan; Barnwal, Dhiraj; Neogy, Rupayan; Satyanarayan, Arvind (2020). “Lyra 2: Designing interactive visualizations by demonstration”. IEEE Transactions on visualization and computer graphics, v. 27, n. 2, pp. 304-314. https://doi.org/10.1109/TVCG.2020.3030367
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