{"@context":{"@language":"en","@vocab":"https://schema.org/","citeAs":"cr:citeAs","column":"cr:column","conformsTo":"dct:conformsTo","cr":"http://mlcommons.org/croissant/","rai":"http://mlcommons.org/croissant/RAI/","data":{"@id":"cr:data","@type":"@json"},"dataType":{"@id":"cr:dataType","@type":"@vocab"},"dct":"http://purl.org/dc/terms/","examples":{"@id":"cr:examples","@type":"@json"},"extract":"cr:extract","field":"cr:field","fileProperty":"cr:fileProperty","fileObject":"cr:fileObject","fileSet":"cr:fileSet","format":"cr:format","includes":"cr:includes","isLiveDataset":"cr:isLiveDataset","jsonPath":"cr:jsonPath","key":"cr:key","md5":"cr:md5","parentField":"cr:parentField","path":"cr:path","recordSet":"cr:recordSet","references":"cr:references","regex":"cr:regex","repeated":"cr:repeated","replace":"cr:replace","samplingRate":"cr:samplingRate","sc":"https://schema.org/","separator":"cr:separator","source":"cr:source","subField":"cr:subField","transform":"cr:transform","wd":"https://www.wikidata.org/wiki/"},"@type":"sc:Dataset","conformsTo":"http://mlcommons.org/croissant/1.0","name":"Code of the Prototype of Educational Analytics Tool NO-GAP, July 2023","url":"https://hdl.handle.net/21.12137/5SAURM","creator":[{"@type":"Person","givenName":"Rasa","familyName":"Erentaitė","affiliation":{"@type":"Organization","name":"Research Group – Civil Society and Sustainability, Faculty of Social Sciences, Arts and Humanities, Kaunas University of Technology, Lithuania [Project Leader]"},"sameAs":"https://orcid.org/0000-0001-7006-637X","@id":"https://orcid.org/0000-0001-7006-637X","identifier":"https://orcid.org/0000-0001-7006-637X","name":"Erentaitė, Rasa"},{"@type":"Person","givenName":"Daiva","familyName":"Sevalneva","affiliation":{"@type":"Organization","name":"Faculty of Social Sciences, Arts and Humanities, Kaunas University of Technology, Lithuania [Project Member; Data curation]"},"name":"Sevalneva, Daiva"},{"@type":"Person","givenName":"Rimantas","familyName":"Vosylis","affiliation":{"@type":"Organization","name":"Faculty of Social Sciences, Arts and Humanities, Kaunas University of Technology, Lithuania [Project Member; Data curation]"},"sameAs":"https://orcid.org/0000-0002-1582-5991","@id":"https://orcid.org/0000-0002-1582-5991","identifier":"https://orcid.org/0000-0002-1582-5991","name":"Vosylis, Rimantas"},{"@type":"Person","givenName":"Eglė","familyName":"Melnikė","affiliation":{"@type":"Organization","name":"Faculty of Social Sciences, Arts and Humanities, Kaunas University of Technology, Lithuania [Project Member]"},"name":"Melnikė, Eglė"},{"@type":"Person","givenName":"Vaidas","familyName":"Morkevičius","affiliation":{"@type":"Organization","name":"Research Group – Civil Society and Sustainability, Faculty of Social Sciences, Arts and Humanities, Kaunas University of Technology, Lithuania [Project Member]"},"sameAs":"https://orcid.org/0000-0002-2174-0396","@id":"https://orcid.org/0000-0002-2174-0396","identifier":"https://orcid.org/0000-0002-2174-0396","name":"Morkevičius, Vaidas"},{"@type":"Person","givenName":"Berita","familyName":"Simonaitienė","affiliation":{"@type":"Organization","name":"Research Group – Educational Research, Faculty of Social Sciences, Arts and Humanities, Kaunas University of Technology, Lithuania [Project Member]"},"sameAs":"https://orcid.org/0000-0003-3314-0862","@id":"https://orcid.org/0000-0003-3314-0862","identifier":"https://orcid.org/0000-0003-3314-0862","name":"Simonaitienė, Berita"},{"@type":"Person","givenName":"Giedrius","familyName":"Žvaliauskas","affiliation":{"@type":"Organization","name":"Research Group – Civil Society and Sustainability, Faculty of Social Sciences, Arts and Humanities, Kaunas University of Technology, Lithuania [Project Member Member; Data curation]"},"sameAs":"https://orcid.org/0000-0001-8970-0756","@id":"https://orcid.org/0000-0001-8970-0756","identifier":"https://orcid.org/0000-0001-8970-0756","name":"Žvaliauskas, Giedrius"},{"@type":"Person","givenName":"Monika","familyName":"Zdanavičiūtė","affiliation":{"@type":"Organization","name":"MB Krilas, Lithuania [Researcher]"},"sameAs":"https://orcid.org/0000-0001-6027-6576","@id":"https://orcid.org/0000-0001-6027-6576","identifier":"https://orcid.org/0000-0001-6027-6576","name":"Zdanavičiūtė, Monika"},{"@type":"Person","givenName":"Anton","familyName":"Volčok","affiliation":{"@type":"Organization","name":"MB Krilas, Lithuania [Programmer]"},"name":"Volčok, Anton"}],"description":"This publication contains code of the prototype of educational analytics tool NO-GAP. The NO-GAP prototype is a dashboard created using the R Shiny library. There are three different levels of this program: - school level - municipal level - national level. Each level displays different information. Therefore, the code files are also divided into three folders (school (mokyklos), municipal (savivaldybes), national (salies)). Each folder contains sequentially numbered graph codes. For example, in the \"mokyklos\" folder, the R file \"mokyklos_1modulis1\" represents the first graph of the first module of the school level. There are also additional code files and folders: - \"DEMO\" folder: Files creating data for the demo user (for prototype presentations) - \"duomenys ir rodikliai\" folder: Files used in the prototype to tell the user what data and metrics were used to create the application - \"filtrai\" folder: Files containing messages that are shown for filtered schools (these schools do not see visualizations) - \"savokos\" folder: Files used in the prototype to explain the main concepts and definitions - \"titulinis\" folder: Files used for the title pages for all three levels (logo, general information) - \"duomenu_paruosimas.R\": R file used for data preprocessing - \"nogap_dashboard.R\": The main prototype code that calls all the others. How to run the prototype? In order to run the prototype locally, you must have the data files: \"mokinys.csv\" \"mokykla.csv\" \"user_base.csv\" \"FILTRAI.sav\" \"ISVESTINIAI KINTAMIEJI.sav\". Then, after changing the paths of the files in the \"duomenu_paruosimas.R\" file, run the \"nogap_dashboard.R\" code. Software code \"Code of the Prototype of Educational Analytics Tool NO-GAP, July 2023\" and its metadata were produced implementing project \"Disparities in School Achievement from a Person and Variable-Oriented Perspective: A Prototype of a Learning Analytics Tool NO-GAP\" from 2020 to 2023. Project leader is chief research fellow Rasa Erentaitė. Project is funded by the European Regional Development Fund according to the 2014–2020 Operational Programme for the European Union Funds’ Investments, under measure’s No. 01.2.2-LMT-K-718 activity “Research Projects Implemented by World-class Researcher Groups to develop R&D activities relevant to economic sectors, which could later be commercialized” under a grant agreement with the Lithuanian Research Council (LMTLT).","keywords":["Computer and Information Science","Social Sciences","Compulsory and pre-school education","Information technology","educational assessment","quality of education","educational measurements","information and communications technology"],"license":"https://lida.dataverse.lt/api/datasets/:persistentId/versions/1.3/customlicense?persistentId=hdl:21.12137/5SAURM","datePublished":"2023-09-25","dateModified":"2023-12-02","includedInDataCatalog":{"@type":"DataCatalog","name":"Lithuanian Data Archive for SSH (LiDA)","url":"https://lida.dataverse.lt"},"publisher":{"@type":"Organization","name":"Lithuanian Data Archive for SSH (LiDA)"},"version":"1.3","citeAs":"@data{5SAURM_2023,author = {Erentaitė, Rasa and Sevalneva, Daiva and Vosylis, Rimantas and Melnikė, Eglė and Morkevičius, Vaidas and Simonaitienė, Berita and Žvaliauskas, Giedrius and Zdanavičiūtė, Monika and Volčok, Anton},publisher = {Lithuanian Data Archive for SSH (LiDA)},title = {Code of the Prototype of Educational Analytics Tool NO-GAP, July 2023},year = {2023},url = {https://hdl.handle.net/21.12137/5SAURM}}","funder":[{"@type":"Organization","name":"European Regional Development Fund according to the 2014–2020 Operational Programme for the European Union Funds’ Investments, under measure’s No. 01.2.2-LMT-K-718 activity “Research Projects Implemented by World-class Researcher Groups to develop R&D activities relevant to economic sectors, which could later be commercialized”"}],"distribution":[{"@type":"cr:FileObject","@id":"LiDA_ResearchSoftware_0544_Code_v1.tar.gz","name":"LiDA_ResearchSoftware_0544_Code_v1.tar.gz","encodingFormat":"application/x-gzip","md5":"df3eaf7fb1e3f59031e865d5bdb2499e","contentSize":"168410","description":"Software = Programinė įranga","contentUrl":"https://lida.dataverse.lt/api/access/datafile/:persistentId?persistentId=hdl:21.12137/QU1PUU"},{"@type":"cr:FileObject","@id":"LiDA_ResearchSoftware_0544_Internal_documents_v1.tar.gz","name":"LiDA_ResearchSoftware_0544_Internal_documents_v1.tar.gz","encodingFormat":"application/x-gzip","md5":"a565829f1473b2988c890fcc9e779dde","contentSize":"71327","description":"LiDA internal documents related to the published software, to which access is not provided =  LiDA vidiniai dokumentai, susiję su publikuota programine įranga, prie kurių prieiga nesuteikiama.\n","contentUrl":"https://lida.dataverse.lt/api/access/datafile/:persistentId?persistentId=hdl:21.12137/0VPPWZ"},{"@type":"cr:FileObject","@id":"LiDA_ResearchSoftware_0544_ReadMe_v1.txt","name":"LiDA_ResearchSoftware_0544_ReadMe_v1.txt","encodingFormat":"text/plain","md5":"501106b2e5098306c6b022705a4be111","contentSize":"3770","description":"Description of the software and instruction how to use it = Programinės įrangos aprašas ir naudojimo instrukcija","contentUrl":"https://lida.dataverse.lt/api/access/datafile/:persistentId?persistentId=hdl:21.12137/LZF7CW"}]}