{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,3]],"date-time":"2026-05-03T03:17:01Z","timestamp":1777778221366,"version":"3.51.4"},"reference-count":68,"publisher":"SAGE Publications","issue":"2","license":[{"start":{"date-parts":[[2020,11,18]],"date-time":"2020-11-18T00:00:00Z","timestamp":1605657600000},"content-version":"vor","delay-in-days":366,"URL":"http:\/\/www.sagepub.com\/licence-information-for-chorus"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["NSF IIS 1751238"],"award-info":[{"award-number":["NSF IIS 1751238"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Boehringer Ingelheim Regional Center Vienna"},{"DOI":"10.13039\/501100002428","name":"Austrian Science Fund","doi-asserted-by":"publisher","award":["FWF P27975-NBL"],"award-info":[{"award-number":["FWF P27975-NBL"]}],"id":[{"id":"10.13039\/501100002428","id-type":"DOI","asserted-by":"publisher"}]},{"name":"State of Upper Austria","award":["FFG 851460"],"award-info":[{"award-number":["FFG 851460"]}]}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Information Visualization"],"published-print":{"date-parts":[[2020,4]]},"abstract":"<jats:p>Most tabular data visualization techniques focus on overviews, yet many practical analysis tasks are concerned with investigating individual items of interest. At the same time, relating an item to the rest of a potentially large table is important. In this work, we present Taggle, a tabular visualization technique for exploring and presenting large and complex tables. Taggle takes an item-centric, spreadsheet-like approach, visualizing each row in the source data individually using visual encodings for the cells. At the same time, Taggle introduces data-driven aggregation of data subsets. The aggregation strategy is complemented by interaction methods tailored to answer specific analysis questions, such as sorting based on multiple columns and rich data selection and filtering capabilities. We demonstrate Taggle by a case study conducted by a domain expert on complex genomics data analysis for the purpose of drug discovery.<\/jats:p>","DOI":"10.1177\/1473871619878085","type":"journal-article","created":{"date-parts":[[2019,11,19]],"date-time":"2019-11-19T02:03:44Z","timestamp":1574129024000},"page":"114-136","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":40,"title":["Taggle: Combining overview and details in tabular data visualizations"],"prefix":"10.1177","volume":"19","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2805-8784","authenticated-orcid":false,"given":"Katarina","family":"Furmanova","sequence":"first","affiliation":[{"name":"Masaryk University, Brno, Czech Republic"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Samuel","family":"Gratzl","sequence":"additional","affiliation":[{"name":"datavisyn GmbH, Linz, Austria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Holger","family":"Stitz","sequence":"additional","affiliation":[{"name":"Johannes Kepler University, Linz, Austria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thomas","family":"Zichner","sequence":"additional","affiliation":[{"name":"Boehringer Ingelheim RCV GmbH & Co KG, Vienna, Austria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Miroslava","family":"Jaresova","sequence":"additional","affiliation":[{"name":"Czechitas z.s., Prague, Czech Republic"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alexander","family":"Lex","sequence":"additional","affiliation":[{"name":"The University of Utah, Salt Lake City, UT, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marc","family":"Streit","sequence":"additional","affiliation":[{"name":"Johannes Kepler University, Linz, Austria"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2019,11,18]]},"reference":[{"key":"bibr1-1473871619878085","first-page":"318","volume-title":"Proceedings of the SIGCHI conference on human factors in computing systems (CHI \u201994)","author":"Rao R"},{"key":"bibr2-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2014.2346279"},{"key":"bibr3-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2013.173"},{"key":"bibr4-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btw313"},{"key":"bibr5-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1201\/b17511"},{"key":"bibr6-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2011.250"},{"key":"bibr7-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.95.25.14863"},{"key":"bibr8-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2017.2745138"},{"key":"bibr9-1473871619878085","first-page":"2579","volume":"9","author":"Van der Maaten L","year":"2008","journal-title":"J Mach Learn Res"},{"key":"bibr10-1473871619878085","first-page":"443","volume-title":"Proceedings of the SIGCHI conference on human factors in computing systems (CHI \u201912)","author":"Chuang J"},{"key":"bibr11-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2015.2467717"},{"key":"bibr12-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2016.2598495"},{"key":"bibr13-1473871619878085","doi-asserted-by":"publisher","DOI":"10.23915\/distill.00002"},{"key":"bibr14-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1177\/1473871613488591"},{"key":"bibr15-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1177\/1473871612462152"},{"key":"bibr16-1473871619878085","volume-title":"Proceedings of IEEE conference on visual analytics science and technology (VAST \u201919)","author":"Bigelow A"},{"key":"bibr17-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1080\/00401706.1987.10488204"},{"key":"bibr18-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2008.153"},{"key":"bibr19-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-68628-8"},{"key":"bibr20-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1990.10474926"},{"key":"bibr21-1473871619878085","first-page":"95","volume-title":"Eurographics 2013\u2014state of the art reports","author":"Heinrich J"},{"key":"bibr22-1473871619878085","first-page":"107","volume-title":"Proceedings of the SIGKDD conference on knowledge discovery and data mining (SIGKDD \u201901)","author":"Kandogan E"},{"key":"bibr23-1473871619878085","first-page":"1242","volume-title":"Proceedings of the ACM symposium on applied computing (SAC \u201904)","author":"Tominski C"},{"key":"bibr24-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2011.201"},{"key":"bibr25-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2013.160"},{"key":"bibr26-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1198\/tas.2009.0033"},{"issue":"2","key":"bibr27-1473871619878085","doi-asserted-by":"crossref","first-page":"70","DOI":"10.1002\/sam.10071","volume":"3","author":"Liiv I","year":"2010","journal-title":"Stat Anal Data Min"},{"key":"bibr28-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2002.1016905"},{"key":"bibr29-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2008.09.029"},{"key":"bibr30-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bti141"},{"key":"bibr31-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2017.151"},{"key":"bibr32-1473871619878085","first-page":"36","volume-title":"Proceedings of IEEE conference on visual analytics science and technology (VAST \u201918)","author":"Blumenschein M"},{"key":"bibr33-1473871619878085","unstructured":"Polis C. DataComb: an interface for combing through tabular datasets. ByteMuse, 21 June 2015, http:\/\/www.bytemuse.com\/post\/data-comb-visualization\/"},{"key":"bibr34-1473871619878085","unstructured":"Goldman M. Visual spreadsheet, 2019, https:\/\/ucsc-xena.gitbook.io\/project\/overview-of-features\/visual-spreadsheet"},{"key":"bibr35-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2018.2811488"},{"key":"bibr36-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2018.2865149"},{"key":"bibr37-1473871619878085","first-page":"41","volume-title":"Proceedings of the ACM symposium on user interface software and technology (UIST \u201996)","author":"Spenke M"},{"key":"bibr38-1473871619878085","first-page":"455","volume":"25","author":"Spenke M","year":"2000","journal-title":"WIT Trans Inform Commun Technol"},{"key":"bibr39-1473871619878085","first-page":"159","volume-title":"Proceedings of the IEEE symposium on information visualization (InfoVis \u201904)","author":"Weaver C"},{"key":"bibr40-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2017.2723393"},{"key":"bibr41-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1145\/345513.345271"},{"key":"bibr42-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2007.70582"},{"key":"bibr43-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8659.2012.03110.x"},{"key":"bibr44-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1186\/s12859-017-1813-7"},{"key":"bibr45-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2014.2346260"},{"key":"bibr46-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-15-S6-S4"},{"key":"bibr47-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2010.138"},{"key":"bibr48-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2009.84"},{"key":"bibr49-1473871619878085","first-page":"43","volume-title":"Proceedings of the IEEE conference on visualization (Vis \u201999)","author":"Fua YH"},{"key":"bibr50-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-13-S8-S2"},{"key":"bibr51-1473871619878085","first-page":"82940O","author":"Holzh\u00fcter C","journal-title":"Proceedings of the SPIE conference on visualization and data analysis, IS&T\/SPIE"},{"key":"bibr52-1473871619878085","first-page":"131","volume-title":"Proceedings of the IEEE symposium on information visualization (InfoVis \u201902)","author":"Conklin N"},{"key":"bibr53-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2014.2346248"},{"key":"bibr54-1473871619878085","first-page":"16","volume-title":"Proceedings of the ACM SIGCHI conference on human factors in computing systems (CHI \u201986)","author":"Furnas GW"},{"issue":"1","key":"bibr55-1473871619878085","first-page":"D626","volume":"45","author":"Tyner C","year":"2017","journal-title":"Nucleic Acids Res"},{"key":"bibr56-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1038\/nmeth.2807"},{"key":"bibr57-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2007.70539"},{"key":"bibr58-1473871619878085","first-page":"150","volume-title":"Proceedings of the conference on advanced visual interfaces (AVI \u201904)","author":"Carenini G"},{"key":"bibr59-1473871619878085","unstructured":"Tufte E. The visual display of quantitative information. 2nd ed. Cheshire, CT: Graphics Press, 2001, p. 156."},{"key":"bibr60-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2006.76"},{"key":"bibr61-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btz009"},{"key":"bibr62-1473871619878085","doi-asserted-by":"publisher","DOI":"10.7554\/eLife.06498"},{"key":"bibr63-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1038\/nature11003"},{"key":"bibr64-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1126\/science.aaa9375"},{"key":"bibr65-1473871619878085","first-page":"479","volume-title":"Proceedings of the SIGCHI conference on human factors in computing systems (CHI \u201918)","author":"Zgraggen E"},{"key":"bibr66-1473871619878085","first-page":"7","author":"Eckelt K","journal-title":"Proceedings of the EuroVis workshop on visual analytics (EuroVA\u2019 19)"},{"key":"bibr67-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1016\/j.ccell.2017.02.010"},{"key":"bibr68-1473871619878085","doi-asserted-by":"publisher","DOI":"10.1038\/nmeth.3088"}],"container-title":["Information Visualization"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/1473871619878085","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/full-xml\/10.1177\/1473871619878085","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/1473871619878085","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/1473871619878085","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T19:18:58Z","timestamp":1777490338000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.1177\/1473871619878085"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,11,18]]},"references-count":68,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2020,4]]}},"alternative-id":["10.1177\/1473871619878085"],"URL":"https:\/\/doi.org\/10.1177\/1473871619878085","relation":{},"ISSN":["1473-8716","1473-8724"],"issn-type":[{"value":"1473-8716","type":"print"},{"value":"1473-8724","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,11,18]]}}}