MoneyVis: Open Bank Transaction Data for Visualization and Beyond

dc.contributor.authorFirat, Elif E.en_US
dc.contributor.authorVytla, Dharmatejaen_US
dc.contributor.authorSingh, Navya Vasudevaen_US
dc.contributor.authorJiang, Zhuoqunen_US
dc.contributor.authorLaramee, Robert S.en_US
dc.contributor.editorHoellt, Thomasen_US
dc.contributor.editorAigner, Wolfgangen_US
dc.contributor.editorWang, Beien_US
dc.date.accessioned2023-06-10T06:34:51Z
dc.date.available2023-06-10T06:34:51Z
dc.date.issued2023
dc.description.abstractWith the rapid evolution of financial technology (FinTech) the importance of analyzing financial transactions is growing in importance. As the prevalence and number of financial transactions grow, so does the necessity of visual analysis tools to study the behavior represented by these transactions. However, real bank transaction data is generally private for security and confidentiality reasons, thus preventing its use for visual analysis and research. We present MoneyData, an anonymized open bank data set spanning seven years worth of transactions for research and analysis purposes. To our knowledge, this is the first real-world retail bank transaction data that has been anonymized and made public for visualization and analysis by other researchers. We describe the data set, its characteristics, and the anonymization process and present some preliminary analysis and images as a starting point for future research. The transactions are also categorized to facilitate understanding. We believe the availability of this open data will greatly benefit the research community and facilitate further study of finance.en_US
dc.description.sectionheadersGraphs and High-Dimensional Data
dc.description.seriesinformationEuroVis 2023 - Short Papers
dc.identifier.doi10.2312/evs.20231052
dc.identifier.isbn978-3-03868-219-6
dc.identifier.pages109-113
dc.identifier.pages5 pages
dc.identifier.urihttps://doi.org/10.2312/evs.20231052
dc.identifier.urihttps://diglib.eg.org:443/handle/10.2312/evs20231052
dc.publisherThe Eurographics Associationen_US
dc.rightsAttribution 4.0 International License
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectCCS Concepts: Information systems -> Data analytics, processing; Temporal data
dc.subjectInformation systems
dc.subjectData analytics
dc.subjectprocessing
dc.subjectTemporal data
dc.titleMoneyVis: Open Bank Transaction Data for Visualization and Beyonden_US
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