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DATAtab
[edit]DATAtab is an online statistics software for data analysis and performing statistical tests. All algorithms run directly in the web browser therby ensuring data security. [1]
The software DATAtab was launched in 2020 with the aim of simplifying data analysis for students and professionals. Recent developments focus on improving accessibility and user experience. This is useful in educational settings where users are learning to understand and apply statistical methods. [2]
A team of data scientists in Austria developed the software. The core developers of DATAtab are Mathias Jesussek, (Technical University of Hamburg) and Hannah Volk-Jesussek (University of Graz). [3]
Software
[edit]The software DATAtab can be used as a tool for descriptive statistics and data visualizations. Further inferential statistics are available in DATAtab, including t-tests, chi-square tests, ANOVA, correlation and regression analysis. [4]
The aim of descriptive statistics is to summarize data by calculating key measures of the distribution. Further inferential statistics aim at hypothesis testing, determining relationships between variables. Additionally, regression analysis is covered, in order to examine dependencies between variables.[5][6]
A detailed user manual and statistical guide is available for DATAtab.[7]Third party learning resources are also available including books and video tutorials in multiple languages like English, German, Spanish and French. [8][9][10]
Applications
[edit]DATAtab is frequently used in science, research, and business analysis for statistical data analysis. [11]
With the help of the software, extensive analyses and evaluations can be carried out in a short time. DATAtab is used in internationally published studies and scientific books in disciplines from IT and finance to medicine. [12]
In the field of business analytics and economics, the software DATAtab is helpful to interpret market trends and customer feedback, by applying ANOVA and non-parametric tests.[13][14] Further the software functions as a supporting factor in the analysis in medical research and behavioral studies and facilitates the use of descriptive and inferential statistics. [15][16][17] Finally researchers consider it a useful tool in natural sciences and environmental studies.[18]
External Links
[edit]References
[edit]- ^ "Statistics Calculator a Resource for Students | American Statistical Association News". Amstat News. 2020-06-01. Archived from the original on 2024-06-15. Retrieved 2025-06-12.
- ^ "DATAtab Innovates to Keep Pace with AI | American Statistical Association News". stattrak.amstat.org. Retrieved 2025-06-12.
- ^ "DataTab: We've found a real market gap. SFG Steirische Wirtschaftsförderungsgesellschaft m.b.H. SFG". SFG (in German). Retrieved 2025-02-04.
- ^ Keller, Daniela; Weber, Daniela; Heinzel-Gutenbrunner, Monika (2023). Statistische Daten erheben und auswerten für dummies (1. Auflage ed.). Weinheim: Wiley-VCH GmbH. ISBN 978-3-527-71981-5.
- ^ Bortz, Jürgen; Schuster, Christof (2016). Statistik für Human- und Sozialwissenschaftler: extras online. Springer-Lehrbuch (Limitierte Sonderausgabe, 7., vollständig überarbeitete und erweiterte Auflage ed.). Berlin Heidelberg: Springer. ISBN 978-3-662-50373-7.
- ^ Döring, Nicola; Bortz, Jürgen (2016). Forschungsmethoden und Evaluation in den Sozial- und Humanwissenschaften. Springer-Lehrbuch. Sandra Pöschl-Günther (5. vollständig überarbeitete, aktualisierte und erweiterte Auflage 2016 ed.). Berlin, Heidelberg: Springer. ISBN 978-3-642-41089-5.
- ^ GmbH, socialnet. "socialnet Rezensionen: Statistik leichtgemacht". www.socialnet.de (in German). Retrieved 2025-06-13.
- ^ "Selbstlernkurs: Datenanalyse mit DATAtab". Statistik und Beratung - Daniela Keller (in German). Retrieved 2025-06-13.
- ^ "Datatab - Webapp für statistische Datenanalyse". www.bildungsserver.de (in German). Retrieved 2025-06-13.
- ^ "Partialkorrelation, Effektstärke und Co. ?". grazer-methodenkompetenzzentrum.uni-graz.at (in German). Retrieved 2025-06-13.
- ^ "DATAtab IFM - Kooperationen". www.tugraz.at. Retrieved 2025-06-13.
- ^ Glimm, Frieder; Fabus, Michal (2024-07-08). "Determinants of the Willingness to Use Autonomous Mobility as a Service in Germany". Future Transportation. 4 (3): 746–764. doi:10.3390/futuretransp4030035. ISSN 2673-7590.
- ^ Hackula, Anga; O'Shea, Richard; Murphy, Jerry D.; Wall, David M. (2024-02-01). "Developing distillery biorefineries through dark fermentation of whiskey production by-products: the effect of organic loading rate on decarbonisation pathways". Energy Conversion and Management. 301: 118064. Bibcode:2024ECM...30118064H. doi:10.1016/j.enconman.2024.118064. ISSN 0196-8904.
- ^ Gupta, Rahul Deo; Gernal, Liza (2024). "Too Big to Fail in Real Estate Development in Saudi Arabia". In Alareeni, Bahaaeddin; Hamdan, Allam (eds.). Navigating the Technological Tide: The Evolution and Challenges of Business Model Innovation. Lecture Notes in Networks and Systems. Vol. 1082. Cham: Springer Nature Switzerland. pp. 483–498. doi:10.1007/978-3-031-67434-1_46. ISBN 978-3-031-67434-1.
- ^ Schmid, Ruediger; Fuchs, Christin; Luedtke, Holger; Borkenstein, Andreas F. (2023-01-01). "Depth of focus of four novel extended range of vision intraocular lenses". European Journal of Ophthalmology. 33 (1): 257–261. doi:10.1177/11206721221125081. ISSN 1120-6721. PMID 36112834.
- ^ Dr Manu Saini, Md (2023-02-09). "Study The Impact Of Covid-19 Pandemic Confinement On Body Weight In Young Adults Of 17-18 Yrs In Jaipur". Journal of Pharmaceutical Negative Results: 2363–2366. doi:10.47750/pnr.2023.14.S02.278 (inactive 5 March 2025). ISSN 2229-7723.
{{cite journal}}: CS1 maint: DOI inactive as of March 2025 (link) - ^ Wang, Justin Dejia; Hendifar, Andrew Eugene (June 2023). "Pancreatic cancer associated ascites: Risk factors, outcomes, and management". Journal of Clinical Oncology. 41 (16_suppl): e16305. doi:10.1200/JCO.2023.41.16_suppl.e16305. ISSN 0732-183X.
- ^ Alfonso, María B.; Nakano, Haruka; Jandang, Suppakarn; Tanaka, Mie; Viyakarn, Voranop; Chavanich, Suchana; Isobe, Atsuhiko (2024-06-20). "Small microplastic ingestion by the calanoid Centropages furcatus in the Gulf of Thailand". Science of the Total Environment. 930: 172837. Bibcode:2024ScTEn.93072837A. doi:10.1016/j.scitotenv.2024.172837. ISSN 0048-9697. PMID 38688360.