{"id":2967,"identifier":"5SAURM","persistentUrl":"https://hdl.handle.net/21.12137/5SAURM","protocol":"hdl","authority":"21.12137","separator":"/","publisher":"Lithuanian Data Archive for SSH (LiDA)","publicationDate":"2023-09-25","storageIdentifier":"1://21.12137/5SAURM","datasetType":"dataset","datasetVersion":{"id":4731,"datasetId":2967,"datasetPersistentId":"hdl:21.12137/5SAURM","datasetType":"dataset","storageIdentifier":"1://21.12137/5SAURM","versionNumber":1,"internalVersionNumber":7,"versionMinorNumber":3,"versionState":"RELEASED","latestVersionPublishingState":"RELEASED","deaccessionLink":"","distributionDate":"2023-09-25","productionDate":"2023-07-19","lastUpdateTime":"2025-06-18T08:38:38Z","releaseTime":"2023-12-02T14:26:14Z","createTime":"2023-11-27T11:28:25Z","publicationDate":"2023-09-25","citationDate":"2023-09-25","termsOfUse":"

The software is available to the users of the LiDA Dataverse repository under the European Union Public Licence, Version 1.2 or later (EUPL), if not indicated otherwise. Individuals and organizations wishing to use software licensed differently must apply for access to the specific software (in written form or by email: data@ktu.lt). Regardless of the software access restrictions, everyone can browse and use all the descriptions of the software stored in the LiDA Dataverse repository (metadata and other related information) as well as other information under the Creative Commons Attribution-ShareAlike 4.0 International licence (CC BY-SA 4.0).

\n
\n

Programinė įranga yra prieinama LiDA Dataverse talpyklos vartotojams pagal Europos Sąjungos viešosios licencijos, 1.2 ar vėlesnės versijos (EUPL) sąlygas, jei nenumatyta kitaip. Jei norima naudoti kitaip licencijuojamą programinę įrangą, reikia kreiptis dėl galimybės naudotis programine įranga (raštu ar el. paštu: data@ktu.lt). Nepriklausomai nuo prieigos prie programinės įrangos apribojimų, visi norintieji gali peržiūrėti ir naudoti visos LiDA Dataverse talpykloje saugomos programinės įrangos aprašus (metaduomenis bei susijusią informaciją) ir kitą informaciją pagal „Creative Commons“ 4.0 priskyrimo ir analogiško platinimo tarptautinę viešąją licenciją (CC BY-SA 4.0).

\n\"European\n\"Creative\n","restrictions":"Users undertake not to transfer software curated by the LiDA and to which they have been granted access to any third parties.\n
\nVartotojai įsipareigoja neperduoti LiDA saugomos programinės įrangos, prie kurios jiems suteikiama prieiga, trečiosioms šalims.","termsOfAccess":"

Access to the LiDA internal documents related to the published software is not provided.

\n
\n

Prieiga prie LiDA vidinių dokumentų, susijusių su publikuota programine įranga, nesuteikiama.

","originalArchive":"Mokslo grupė – Pilietinė visuomenė ir darnus vystymasis, Socialinių, humanitarinių mokslų ir menų fakultetas, Kauno technologijos universitetas, Lietuva = Research Group – Civil Society and Sustainability, Faculty of Social Sciences, Arts and Humanities, Kaunas University of Technology, Lithuania ","availabilityStatus":" Major files = Pagrindiniai failai\n

Software files (136, R scripts) = Programinės įrangos failai (136, R skriptai).

\n Other files = Kiti failai\n

Other files related to the software (8, different formats) = Kiti su programine įranga susiję failai (8, įvairūs formatai).

","fileAccessRequest":false,"metadataBlocks":{"citation":{"displayName":"Citation Metadata","name":"citation","fields":[{"typeName":"title","multiple":false,"typeClass":"primitive","value":"Code of the Prototype of Educational Analytics Tool NO-GAP, July 2023"},{"typeName":"alternativeURL","multiple":false,"typeClass":"primitive","value":"https://nogap-lida.dataverse.lt"},{"typeName":"otherId","multiple":true,"typeClass":"compound","value":[{"otherIdAgency":{"typeName":"otherIdAgency","multiple":false,"typeClass":"primitive","value":"Lithuanian Data Archive for Social Sciences and Humanities (LiDA)"},"otherIdValue":{"typeName":"otherIdValue","multiple":false,"typeClass":"primitive","value":"LiDA_ResearchSoftware_0544"}}]},{"typeName":"author","multiple":true,"typeClass":"compound","value":[{"authorName":{"typeName":"authorName","multiple":false,"typeClass":"primitive","value":"Erentaitė, Rasa"},"authorAffiliation":{"typeName":"authorAffiliation","multiple":false,"typeClass":"primitive","value":"Research Group – Civil Society and Sustainability, Faculty of Social Sciences, Arts and Humanities, Kaunas University of Technology, Lithuania [Project Leader]"},"authorIdentifierScheme":{"typeName":"authorIdentifierScheme","multiple":false,"typeClass":"controlledVocabulary","value":"ORCID"},"authorIdentifier":{"typeName":"authorIdentifier","multiple":false,"typeClass":"primitive","value":"0000-0001-7006-637X"}},{"authorName":{"typeName":"authorName","multiple":false,"typeClass":"primitive","value":"Sevalneva, Daiva"},"authorAffiliation":{"typeName":"authorAffiliation","multiple":false,"typeClass":"primitive","value":"Faculty of Social Sciences, Arts and Humanities, Kaunas University of Technology, Lithuania [Project Member; Data curation]"}},{"authorName":{"typeName":"authorName","multiple":false,"typeClass":"primitive","value":"Vosylis, Rimantas"},"authorAffiliation":{"typeName":"authorAffiliation","multiple":false,"typeClass":"primitive","value":"Faculty of Social Sciences, Arts and Humanities, Kaunas University of Technology, Lithuania [Project Member; Data curation]"},"authorIdentifierScheme":{"typeName":"authorIdentifierScheme","multiple":false,"typeClass":"controlledVocabulary","value":"ORCID"},"authorIdentifier":{"typeName":"authorIdentifier","multiple":false,"typeClass":"primitive","value":"0000-0002-1582-5991"}},{"authorName":{"typeName":"authorName","multiple":false,"typeClass":"primitive","value":"Melnikė, Eglė"},"authorAffiliation":{"typeName":"authorAffiliation","multiple":false,"typeClass":"primitive","value":"Faculty of Social Sciences, Arts and Humanities, Kaunas University of Technology, Lithuania [Project Member]"}},{"authorName":{"typeName":"authorName","multiple":false,"typeClass":"primitive","value":"Morkevičius, Vaidas"},"authorAffiliation":{"typeName":"authorAffiliation","multiple":false,"typeClass":"primitive","value":"Research Group – Civil Society and Sustainability, Faculty of Social Sciences, Arts and Humanities, Kaunas University of Technology, Lithuania [Project Member]"},"authorIdentifierScheme":{"typeName":"authorIdentifierScheme","multiple":false,"typeClass":"controlledVocabulary","value":"ORCID"},"authorIdentifier":{"typeName":"authorIdentifier","multiple":false,"typeClass":"primitive","value":"0000-0002-2174-0396"}},{"authorName":{"typeName":"authorName","multiple":false,"typeClass":"primitive","value":"Simonaitienė, Berita"},"authorAffiliation":{"typeName":"authorAffiliation","multiple":false,"typeClass":"primitive","value":"Research Group – Educational Research, Faculty of Social Sciences, Arts and Humanities, Kaunas University of Technology, Lithuania [Project Member]"},"authorIdentifierScheme":{"typeName":"authorIdentifierScheme","multiple":false,"typeClass":"controlledVocabulary","value":"ORCID"},"authorIdentifier":{"typeName":"authorIdentifier","multiple":false,"typeClass":"primitive","value":"0000-0003-3314-0862"}},{"authorName":{"typeName":"authorName","multiple":false,"typeClass":"primitive","value":"Žvaliauskas, Giedrius"},"authorAffiliation":{"typeName":"authorAffiliation","multiple":false,"typeClass":"primitive","value":"Research Group – Civil Society and Sustainability, Faculty of Social Sciences, Arts and Humanities, Kaunas University of Technology, Lithuania [Project Member Member; Data curation]"},"authorIdentifierScheme":{"typeName":"authorIdentifierScheme","multiple":false,"typeClass":"controlledVocabulary","value":"ORCID"},"authorIdentifier":{"typeName":"authorIdentifier","multiple":false,"typeClass":"primitive","value":"0000-0001-8970-0756"}},{"authorName":{"typeName":"authorName","multiple":false,"typeClass":"primitive","value":"Zdanavičiūtė, Monika"},"authorAffiliation":{"typeName":"authorAffiliation","multiple":false,"typeClass":"primitive","value":"MB Krilas, Lithuania [Researcher]"},"authorIdentifierScheme":{"typeName":"authorIdentifierScheme","multiple":false,"typeClass":"controlledVocabulary","value":"ORCID"},"authorIdentifier":{"typeName":"authorIdentifier","multiple":false,"typeClass":"primitive","value":"0000-0001-6027-6576"}},{"authorName":{"typeName":"authorName","multiple":false,"typeClass":"primitive","value":"Volčok, Anton"},"authorAffiliation":{"typeName":"authorAffiliation","multiple":false,"typeClass":"primitive","value":"MB Krilas, Lithuania [Programmer]"}}]},{"typeName":"datasetContact","multiple":true,"typeClass":"compound","value":[{"datasetContactName":{"typeName":"datasetContactName","multiple":false,"typeClass":"primitive","value":"Center for Data Analysis and Archiving (DAtA)"},"datasetContactAffiliation":{"typeName":"datasetContactAffiliation","multiple":false,"typeClass":"primitive","value":"Faculty of Social Sciences, Arts and Humanities, Kaunas University of Technology, Lithuania"}}]},{"typeName":"dsDescription","multiple":true,"typeClass":"compound","value":[{"dsDescriptionValue":{"typeName":"dsDescriptionValue","multiple":false,"typeClass":"primitive","value":"

\nThis publication contains code of the prototype of educational analytics tool NO-GAP.\n

\n

\nThe NO-GAP prototype is a dashboard created using the R Shiny library. There are three different levels of this program: \n
\n - school level\n
\n - municipal level\n
\n - national level.\n

\n

\nEach level displays different information. Therefore, the code files are also divided into three folders (school (mokyklos), municipal (savivaldybes), national (salies)). \nEach 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.\n

\n

\nThere are also additional code files and folders:\n
\n - \"DEMO\" folder: Files creating data for the demo user (for prototype presentations) \n
\n - \"duomenys ir rodikliai\" folder: Files used in the prototype to tell the user what data and metrics were used to create the application\n
\n - \"filtrai\" folder: Files containing messages that are shown for filtered schools (these schools do not see visualizations)\n
\n - \"savokos\" folder: Files used in the prototype to explain the main concepts and definitions\n
\n - \"titulinis\" folder: Files used for the title pages for all three levels (logo, general information)\n
\n - \"duomenu_paruosimas.R\": R file used for data preprocessing\n
\n - \"nogap_dashboard.R\": The main prototype code that calls all the others. \n

\n

\nHow to run the prototype?\n

\nIn order to run the prototype locally, you must have the data files:\n
\n\"mokinys.csv\"\n
\n\"mokykla.csv\"\n
\n\"user_base.csv\"\n
\n\"FILTRAI.sav\"\n
\n\"ISVESTINIAI KINTAMIEJI.sav\".\n

\n

\nThen, after changing the paths of the files in the \"duomenu_paruosimas.R\" file, run the \"nogap_dashboard.R\" code.\n

\n

\nSoftware 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).\n

"}}]},{"typeName":"subject","multiple":true,"typeClass":"controlledVocabulary","value":["Computer and Information Science","Social Sciences"]},{"typeName":"keyword","multiple":true,"typeClass":"compound","value":[{"keywordValue":{"typeName":"keywordValue","multiple":false,"typeClass":"primitive","value":"educational assessment"},"keywordTermURI":{"typeName":"keywordTermURI","multiple":false,"typeClass":"primitive","value":"https://elsst.cessda.eu/id/3/269a8d84-0b08-4034-a79c-129072cc1992"},"keywordVocabulary":{"typeName":"keywordVocabulary","multiple":false,"typeClass":"primitive","value":"ELSST"},"keywordVocabularyURI":{"typeName":"keywordVocabularyURI","multiple":false,"typeClass":"primitive","value":"https://elsst.cessda.eu"}},{"keywordValue":{"typeName":"keywordValue","multiple":false,"typeClass":"primitive","value":"quality of education"},"keywordTermURI":{"typeName":"keywordTermURI","multiple":false,"typeClass":"primitive","value":"https://elsst.cessda.eu/id/3/f775ea59-8958-45de-94dd-5fbf3b78a6eb"},"keywordVocabulary":{"typeName":"keywordVocabulary","multiple":false,"typeClass":"primitive","value":"ELSST"},"keywordVocabularyURI":{"typeName":"keywordVocabularyURI","multiple":false,"typeClass":"primitive","value":"https://elsst.cessda.eu"}},{"keywordValue":{"typeName":"keywordValue","multiple":false,"typeClass":"primitive","value":"educational measurements"},"keywordTermURI":{"typeName":"keywordTermURI","multiple":false,"typeClass":"primitive","value":"https://elsst.cessda.eu/id/3/fbf46cbd-da25-41f8-882b-20613d6fe0f6"},"keywordVocabulary":{"typeName":"keywordVocabulary","multiple":false,"typeClass":"primitive","value":"ELSST"},"keywordVocabularyURI":{"typeName":"keywordVocabularyURI","multiple":false,"typeClass":"primitive","value":"https://elsst.cessda.eu"}},{"keywordValue":{"typeName":"keywordValue","multiple":false,"typeClass":"primitive","value":"information and communications technology"},"keywordTermURI":{"typeName":"keywordTermURI","multiple":false,"typeClass":"primitive","value":"https://elsst.cessda.eu/id/4/2a8228cd-8dbc-4c4b-b3e5-cfe6a8824cef"},"keywordVocabulary":{"typeName":"keywordVocabulary","multiple":false,"typeClass":"primitive","value":"ELSST"},"keywordVocabularyURI":{"typeName":"keywordVocabularyURI","multiple":false,"typeClass":"primitive","value":"https://elsst.cessda.eu"}}]},{"typeName":"topicClassification","multiple":true,"typeClass":"compound","value":[{"topicClassValue":{"typeName":"topicClassValue","multiple":false,"typeClass":"primitive","value":"Compulsory and pre-school education"},"topicClassVocab":{"typeName":"topicClassVocab","multiple":false,"typeClass":"primitive","value":"CESSDA CV for CESSDA Topic Classification"},"topicClassVocabURI":{"typeName":"topicClassVocabURI","multiple":false,"typeClass":"primitive","value":"https://vocabularies.cessda.eu/vocabulary/TopicClassification?code=EducationCompulsoryAndPreschoolEducation"}},{"topicClassValue":{"typeName":"topicClassValue","multiple":false,"typeClass":"primitive","value":"Information technology"},"topicClassVocab":{"typeName":"topicClassVocab","multiple":false,"typeClass":"primitive","value":"CESSDA CV for CESSDA Topic Classification"},"topicClassVocabURI":{"typeName":"topicClassVocabURI","multiple":false,"typeClass":"primitive","value":"https://vocabularies.cessda.eu/vocabulary/TopicClassification?code=ScienceAndTechnologyInformationTechnology"}}]},{"typeName":"language","multiple":true,"typeClass":"controlledVocabulary","value":["English","Lithuanian"]},{"typeName":"productionDate","multiple":false,"typeClass":"primitive","value":"2023-07-19"},{"typeName":"productionPlace","multiple":true,"typeClass":"primitive","value":["Kaunas, Lithuania"]},{"typeName":"grantNumber","multiple":true,"typeClass":"compound","value":[{"grantNumberAgency":{"typeName":"grantNumberAgency","multiple":false,"typeClass":"primitive","value":"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”"},"grantNumberValue":{"typeName":"grantNumberValue","multiple":false,"typeClass":"primitive","value":"01.2.2-LMT-K-718-03-0059"}}]},{"typeName":"distributor","multiple":true,"typeClass":"compound","value":[{"distributorName":{"typeName":"distributorName","multiple":false,"typeClass":"primitive","value":"Lithuanian Data Archive for Social Sciences and Humanities"},"distributorAffiliation":{"typeName":"distributorAffiliation","multiple":false,"typeClass":"primitive","value":"Center for Data Analysis and Archiving (DAtA), Faculty of Social Sciences, Arts and Humanities, Kaunas University of Technology, Lithuania"},"distributorAbbreviation":{"typeName":"distributorAbbreviation","multiple":false,"typeClass":"primitive","value":"LiDA"},"distributorURL":{"typeName":"distributorURL","multiple":false,"typeClass":"primitive","value":"https://lida.dataverse.lt"},"distributorLogoURL":{"typeName":"distributorLogoURL","multiple":false,"typeClass":"primitive","value":"https://data.ktu.edu/wp-content/uploads/2022/07/Lida-logo_dataverse_black_transparent.png"}}]},{"typeName":"distributionDate","multiple":false,"typeClass":"primitive","value":"2023-09-25"},{"typeName":"depositor","multiple":false,"typeClass":"primitive","value":"Erentaitė, Rasa (Research Group – Civil Society and Sustainability, Faculty of Social Sciences, Arts and Humanities, Kaunas University of Technology, Lithuania [ORCID: 0000-0001-7006-637X])"},{"typeName":"dateOfDeposit","multiple":false,"typeClass":"primitive","value":"2023-09-19"},{"typeName":"kindOfData","multiple":true,"typeClass":"primitive","value":["Research software"]},{"typeName":"software","multiple":true,"typeClass":"compound","value":[{"softwareName":{"typeName":"softwareName","multiple":false,"typeClass":"primitive","value":"R software environment for statistical computing and graphics"}}]}]},"customLtCitation":{"displayName":"Citation Metadata (LT)","name":"customLtCitation","fields":[{"typeName":"customLtTitle","multiple":false,"typeClass":"primitive","value":"Mokinių pasiekimų analitikos įrankio NO-GAP prototipo kodas, 2023 m. liepa"},{"typeName":"customLtAlternativeURL","multiple":false,"typeClass":"primitive","value":"https://nogap-lida.dataverse.lt"},{"typeName":"customLtOtherId","multiple":true,"typeClass":"compound","value":[{"customLtOtherIdAgency":{"typeName":"customLtOtherIdAgency","multiple":false,"typeClass":"primitive","value":"Lietuvos humanitarinių ir socialinių mokslų duomenų archyvas (LiDA)"},"customLtOtherIdValue":{"typeName":"customLtOtherIdValue","multiple":false,"typeClass":"primitive","value":"LiDA_ResearchSoftware_0540"}}]},{"typeName":"customLtAuthor","multiple":true,"typeClass":"compound","value":[{"customLtAuthorName":{"typeName":"customLtAuthorName","multiple":false,"typeClass":"primitive","value":"Erentaitė, Rasa"},"customLtAuthorAffiliation":{"typeName":"customLtAuthorAffiliation","multiple":false,"typeClass":"primitive","value":"Mokslo grupė – Pilietinė visuomenė ir darnus vystymasis, Socialinių, humanitarinių mokslų ir menų fakultetas, Kauno technologijos universitetas, Lietuva [Projekto vadovė]"},"customLtAuthorIdentifierScheme":{"typeName":"customLtAuthorIdentifierScheme","multiple":false,"typeClass":"controlledVocabulary","value":"ORCID"},"customLtAuthorIdentifier":{"typeName":"customLtAuthorIdentifier","multiple":false,"typeClass":"primitive","value":"0000-0001-7006-637X"}},{"customLtAuthorName":{"typeName":"customLtAuthorName","multiple":false,"typeClass":"primitive","value":"Sevalneva, Daiva"},"customLtAuthorAffiliation":{"typeName":"customLtAuthorAffiliation","multiple":false,"typeClass":"primitive","value":"Socialinių, humanitarinių mokslų ir menų fakultetas, Kauno technologijos universitetas, Lietuva [Projekto vykdytoja; Duomenų kuravimas]"}},{"customLtAuthorName":{"typeName":"customLtAuthorName","multiple":false,"typeClass":"primitive","value":"Vosylis, Rimantas"},"customLtAuthorAffiliation":{"typeName":"customLtAuthorAffiliation","multiple":false,"typeClass":"primitive","value":"Socialinių, humanitarinių mokslų ir menų fakultetas, Kauno technologijos universitetas, Lietuva [Projekto vykdytojas; Duomenų kuravimas]"},"customLtAuthorIdentifierScheme":{"typeName":"customLtAuthorIdentifierScheme","multiple":false,"typeClass":"controlledVocabulary","value":"ORCID"},"customLtAuthorIdentifier":{"typeName":"customLtAuthorIdentifier","multiple":false,"typeClass":"primitive","value":"0000-0002-1582-5991"}},{"customLtAuthorName":{"typeName":"customLtAuthorName","multiple":false,"typeClass":"primitive","value":"Melnikė, Eglė"},"customLtAuthorAffiliation":{"typeName":"customLtAuthorAffiliation","multiple":false,"typeClass":"primitive","value":"Socialinių, humanitarinių mokslų ir menų fakultetas, Kauno technologijos universitetas, Lietuva [Projekto vykdytoja]"}},{"customLtAuthorName":{"typeName":"customLtAuthorName","multiple":false,"typeClass":"primitive","value":"Morkevičius, Vaidas"},"customLtAuthorAffiliation":{"typeName":"customLtAuthorAffiliation","multiple":false,"typeClass":"primitive","value":"Mokslo grupė – Pilietinė visuomenė ir darnus vystymasis, Socialinių, humanitarinių mokslų ir menų fakultetas, Kauno technologijos universitetas, Lietuva [Projekto vykdytojas]"},"customLtAuthorIdentifierScheme":{"typeName":"customLtAuthorIdentifierScheme","multiple":false,"typeClass":"controlledVocabulary","value":"ORCID"},"customLtAuthorIdentifier":{"typeName":"customLtAuthorIdentifier","multiple":false,"typeClass":"primitive","value":"0000-0002-2174-0396"}},{"customLtAuthorName":{"typeName":"customLtAuthorName","multiple":false,"typeClass":"primitive","value":"Simonaitienė, Berita"},"customLtAuthorAffiliation":{"typeName":"customLtAuthorAffiliation","multiple":false,"typeClass":"primitive","value":"Mokslo grupė – Edukaciniai tyrimai, Socialinių, humanitarinių mokslų ir menų fakultetas, Kauno technologijos universitetas, Lietuva [Projekto vykdytoja]"},"customLtAuthorIdentifierScheme":{"typeName":"customLtAuthorIdentifierScheme","multiple":false,"typeClass":"controlledVocabulary","value":"ORCID"},"customLtAuthorIdentifier":{"typeName":"customLtAuthorIdentifier","multiple":false,"typeClass":"primitive","value":"0000-0003-3314-0862"}},{"customLtAuthorName":{"typeName":"customLtAuthorName","multiple":false,"typeClass":"primitive","value":"Žvaliauskas, Giedrius"},"customLtAuthorAffiliation":{"typeName":"customLtAuthorAffiliation","multiple":false,"typeClass":"primitive","value":"Mokslo grupė – Pilietinė visuomenė ir darnus vystymasis, Socialinių, humanitarinių mokslų ir menų fakultetas, Kauno technologijos universitetas, Lietuva [Projekto vykdytojas; Duomenų kuravimas]"},"customLtAuthorIdentifierScheme":{"typeName":"customLtAuthorIdentifierScheme","multiple":false,"typeClass":"controlledVocabulary","value":"ORCID"},"customLtAuthorIdentifier":{"typeName":"customLtAuthorIdentifier","multiple":false,"typeClass":"primitive","value":"0000-0001-8970-0756"}},{"customLtAuthorName":{"typeName":"customLtAuthorName","multiple":false,"typeClass":"primitive","value":"Zdanavičiūtė, Monika"},"customLtAuthorAffiliation":{"typeName":"customLtAuthorAffiliation","multiple":false,"typeClass":"primitive","value":"MB Krilas, Lietuva [Tyrėja]"},"customLtAuthorIdentifierScheme":{"typeName":"customLtAuthorIdentifierScheme","multiple":false,"typeClass":"controlledVocabulary","value":"ORCID"},"customLtAuthorIdentifier":{"typeName":"customLtAuthorIdentifier","multiple":false,"typeClass":"primitive","value":"0000-0001-6027-6576"}},{"customLtAuthorName":{"typeName":"customLtAuthorName","multiple":false,"typeClass":"primitive","value":"Volčok, Anton"},"customLtAuthorAffiliation":{"typeName":"customLtAuthorAffiliation","multiple":false,"typeClass":"primitive","value":"MB Krilas, Lietuva [Programuotojas]"}}]},{"typeName":"customLtDatasetContact","multiple":true,"typeClass":"compound","value":[{"customLtDatasetContactName":{"typeName":"customLtDatasetContactName","multiple":false,"typeClass":"primitive","value":"Duomenų analizės ir archyvavimo (DAtA) centras"},"customLtDatasetContactAffiliation":{"typeName":"customLtDatasetContactAffiliation","multiple":false,"typeClass":"primitive","value":"Socialinių, humanitarinių mokslų ir menų fakultetas, Kauno technologijos universitetas, Lietuva"}}]},{"typeName":"customLtDsDescription","multiple":true,"typeClass":"compound","value":[{"customLtDsDescriptionValue":{"typeName":"customLtDsDescriptionValue","multiple":false,"typeClass":"primitive","value":"

\nŠioje publikacijoje pateikiamas Mokinių pasiekimų analitikos įrankio NO-GAP prototipo programinis kodas.\n

\n

\nNO-GAP prototipas yra ataskaitų skydelis, sukurtas naudojant R Shiny biblioteką. Sukurti trys skirtingi šios programos lygmenys:\n
\n - mokyklos lygmuo;\n
\n - savivaldybės lygmuo;\n
\n - nacionalinis lygmuo.\n

\n

\nKiekviename lygmenyje rodoma skirtinga informacija. Todėl kodo failai taip pat skirstomi į tris aplankus (mokyklų (mokyklos), savivaldybių (savivaldybes), nacionalinį (salies)). Kiekviename aplanke yra nuosekliai sunumeruoti grafikų programiniai kodai. Pavyzdžiui, aplanke „mokyklos“ R failas „mokyklos_1modulis1“ vaizduoja pirmąjį mokyklos lygmens pirmojo modulio grafiką.\n

\n

\nTaip pat yra papildomų kodo failų ir aplankų:\n
\n - \"DEMO\" aplankas: failai, sukuriantys duomenis demonstraciniam vartotojui (prototipo pristatymams); \n
\n - \"duomenys ir rodikliai\" aplankas: failai, kuriuose pateikiama informacija vartotojui, kokie duomenys ir išvestiniai skaičiavimai buvo panaudoti kuriant programą;\n
\n - \"filtrai\" aplankas: failai su pranešimais, kurie rodomi nufiltruotoms mokykloms (šios mokyklos nemato vizualizacijų);\n
\n - \"savokos\" aplankas: failai, kuriuose pateikiama informacija vartotojui, apie pagrindines sąvokas ir apibrėžimus;\n
\n - \"titulinis\" aplankas: visų trijų lygmenų tituliniams puslapiams naudojami failai (logotipas, bedra informacija);\n
\n - \"duomenu_paruosimas.R\": R skriptas, naudojamas išankstiniam duomenų apdorojimui;\n
\n - \"nogap_dashboard.R\": pagrindinis prototipo skriptas, kuris iškviečia visus kitus.\n

\n

\nKaip paleisti prototipą?\n

\nNorėdami paleisti prototipą lokaliai, turite turėti duomenų failus:\n
\n\"mokinys.csv\";\n
\n\"mokykla.csv\";\n
\n\"user_base.csv\";\n
\n\"FILTRAI.sav\";\n
\n\"ISVESTINIAI KINTAMIEJI.sav\".\n

\n

\nTada, pakeitę failų kelius „duomenu_paruosimas.R“ faile, paleiskite „nogap_dashboard.R“ skriptą.\n

\n

\nPrograminis kodas \"Mokinių pasiekimų analitikos įrankio NO-GAP prototipo kodas, 2023 m. liepa\" ir jo metaduomenys sukurti įgyvendinant projektą \"Akademinių pasiekimų netolygumai į asmenį ir į kintamąjį orientuotu požiūriu: Mokymosi analitikos įrankio NO-GAP prototipas\", kurio trukmė 2020-2023 m. Projekto vadovė yra vyr. mokslo darbuotoja Rasa Erentaitė. Projektas finansuojamas Europos regioninės plėtros fondo lėšomis pagal 2014–2020 metų Europos Sąjungos fondų investicijų veiksmų programos priemonės Nr. 01.2.2-LMT-K-718 veiklą „Aukšto lygio tyrėjų grupių vykdomi moksliniai tyrimai, skirti kurti ūkio sektoriams aktualias MTEP veiklų tematikas atitinkančius rezultatus, kurie vėliau galėtų būti komercinami” (projekto Nr. 01.2.2-LMT-K-718-03-0059) pagal dotacijos sutartį su Lietuvos mokslo taryba (LMTLT).\n

"}}]},{"typeName":"customLtSubject","multiple":true,"typeClass":"controlledVocabulary","value":["Edukologija (S 007)","Computer and Information Science","Social Sciences"]},{"typeName":"customLtKeyword","multiple":true,"typeClass":"compound","value":[{"customLtKeywordValue":{"typeName":"customLtKeywordValue","multiple":false,"typeClass":"primitive","value":"mokymo vertinimas"},"customLtKeywordTermURI":{"typeName":"customLtKeywordTermURI","multiple":false,"typeClass":"primitive","value":"https://elsst.cessda.eu/id/3/269a8d84-0b08-4034-a79c-129072cc1992"},"customLtKeywordVocabulary":{"typeName":"customLtKeywordVocabulary","multiple":false,"typeClass":"primitive","value":"EKSMT"},"customLtKeywordVocabularyURI":{"typeName":"customLtKeywordVocabularyURI","multiple":false,"typeClass":"primitive","value":"https://elsst.cessda.eu"}},{"customLtKeywordValue":{"typeName":"customLtKeywordValue","multiple":false,"typeClass":"primitive","value":"švietimo kokybė"},"customLtKeywordTermURI":{"typeName":"customLtKeywordTermURI","multiple":false,"typeClass":"primitive","value":"https://elsst.cessda.eu/id/3/f775ea59-8958-45de-94dd-5fbf3b78a6eb"},"customLtKeywordVocabulary":{"typeName":"customLtKeywordVocabulary","multiple":false,"typeClass":"primitive","value":"EKSMT"},"customLtKeywordVocabularyURI":{"typeName":"customLtKeywordVocabularyURI","multiple":false,"typeClass":"primitive","value":"https://elsst.cessda.eu"}},{"customLtKeywordValue":{"typeName":"customLtKeywordValue","multiple":false,"typeClass":"primitive","value":"mokymo efektyvumo matavimas"},"customLtKeywordTermURI":{"typeName":"customLtKeywordTermURI","multiple":false,"typeClass":"primitive","value":"https://elsst.cessda.eu/id/3/fbf46cbd-da25-41f8-882b-20613d6fe0f6"},"customLtKeywordVocabulary":{"typeName":"customLtKeywordVocabulary","multiple":false,"typeClass":"primitive","value":"EKSMT"},"customLtKeywordVocabularyURI":{"typeName":"customLtKeywordVocabularyURI","multiple":false,"typeClass":"primitive","value":"https://elsst.cessda.eu"}},{"customLtKeywordValue":{"typeName":"customLtKeywordValue","multiple":false,"typeClass":"primitive","value":"informacinės ir komunikacinės technologijos"},"customLtKeywordTermURI":{"typeName":"customLtKeywordTermURI","multiple":false,"typeClass":"primitive","value":"https://elsst.cessda.eu/id/4/2a8228cd-8dbc-4c4b-b3e5-cfe6a8824cef"},"customLtKeywordVocabulary":{"typeName":"customLtKeywordVocabulary","multiple":false,"typeClass":"primitive","value":"EKSMT"},"customLtKeywordVocabularyURI":{"typeName":"customLtKeywordVocabularyURI","multiple":false,"typeClass":"primitive","value":"https://elsst.cessda.eu"}}]},{"typeName":"customLtTopicClassification","multiple":true,"typeClass":"compound","value":[{"customLtTopicClassValue":{"typeName":"customLtTopicClassValue","multiple":false,"typeClass":"primitive","value":"Privalomasis ir ikimokyklinis ugdymas"},"customLtTopicClassVocab":{"typeName":"customLtTopicClassVocab","multiple":false,"typeClass":"primitive","value":"CESSDA Klasifikavimo pagal CESSDA temas KŽ"},"customLtTopicClassVocabURI":{"typeName":"customLtTopicClassVocabURI","multiple":false,"typeClass":"primitive","value":"https://vocabularies.cessda.eu/vocabulary/TopicClassification?code=EducationCompulsoryAndPreschoolEducation&lang=lt"}},{"customLtTopicClassValue":{"typeName":"customLtTopicClassValue","multiple":false,"typeClass":"primitive","value":"Informacinės technologijos"},"customLtTopicClassVocab":{"typeName":"customLtTopicClassVocab","multiple":false,"typeClass":"primitive","value":"CESSDA Klasifikavimo pagal CESSDA temas KŽ"},"customLtTopicClassVocabURI":{"typeName":"customLtTopicClassVocabURI","multiple":false,"typeClass":"primitive","value":"https://vocabularies.cessda.eu/vocabulary/TopicClassification?code=ScienceAndTechnologyInformationTechnology&lang=lt"}}]},{"typeName":"customLtLanguage","multiple":true,"typeClass":"controlledVocabulary","value":["English","Lithuanian"]},{"typeName":"customLtProductionDate","multiple":false,"typeClass":"primitive","value":"2023-07-19"},{"typeName":"customLtProductionPlace","multiple":true,"typeClass":"primitive","value":["Kaunas, Lietuva"]},{"typeName":"customLtGrantNumber","multiple":true,"typeClass":"compound","value":[{"customLtGrantNumberAgency":{"typeName":"customLtGrantNumberAgency","multiple":false,"typeClass":"primitive","value":"Europos regioninės plėtros fondas, pagal 2014–2020 metų Europos Sąjungos fondų investicijų veiksmų programos priemonės Nr. 01.2.2-LMT-K-718 veiklą “Aukšto lygio tyrėjų grupių vykdomi moksliniai tyrimai, skirti kurti ūkio sektoriams aktualias MTEP veiklų tematikas atitinkančius rezultatus, kurie vėliau galėtų būti komercinami“"},"customLtGrantNumberValue":{"typeName":"customLtGrantNumberValue","multiple":false,"typeClass":"primitive","value":"01.2.2-LMT-K-718-03-0059"}}]},{"typeName":"customLtDistributor","multiple":true,"typeClass":"compound","value":[{"customLtDistributorName":{"typeName":"customLtDistributorName","multiple":false,"typeClass":"primitive","value":"Lietuvos humanitarinių ir socialinių mokslų duomenų archyvas"},"customLtDistributorAffiliation":{"typeName":"customLtDistributorAffiliation","multiple":false,"typeClass":"primitive","value":"Duomenų analizės ir archyvavimo (DAtA) centras, Socialinių, humanitarinių mokslų ir menų fakultetas, Kauno technologijos universitetas, Lietuva"},"customLtDistributorAbbreviation":{"typeName":"customLtDistributorAbbreviation","multiple":false,"typeClass":"primitive","value":"LiDA"},"customLtDistributorURL":{"typeName":"customLtDistributorURL","multiple":false,"typeClass":"primitive","value":"https://lida.dataverse.lt"},"customLtDistributorLogoURL":{"typeName":"customLtDistributorLogoURL","multiple":false,"typeClass":"primitive","value":"https://data.ktu.edu/wp-content/uploads/2022/07/Lida-logo_dataverse_black_transparent.png"}}]},{"typeName":"customLtDistributionDate","multiple":false,"typeClass":"primitive","value":"2023-09-25"},{"typeName":"customLtDepositor","multiple":false,"typeClass":"primitive","value":"Erentaitė, Rasa (Mokslo grupė – Pilietinė visuomenė ir darnus vystymasis, Socialinių, humanitarinių mokslų ir menų fakultetas, Kauno technologijos universitetas, Lietuva [ORCID: 0000-0001-7006-637X])"},{"typeName":"customLtDateOfDeposit","multiple":false,"typeClass":"primitive","value":"2023-09-19"},{"typeName":"customLtKindOfData","multiple":true,"typeClass":"primitive","value":["Tyrimų programinė įranga"]},{"typeName":"customLtSoftware","multiple":true,"typeClass":"compound","value":[{"customLtSoftwareName":{"typeName":"customLtSoftwareName","multiple":false,"typeClass":"primitive","value":"R programinė įranga statistiniams skaičiavimams ir grafikai"}}]}]}},"files":[{"description":"Software = Programinė įranga","label":"LiDA_ResearchSoftware_0544_Code_v1.tar.gz","restricted":false,"version":1,"datasetVersionId":4731,"categories":["Code"],"dataFile":{"id":2979,"persistentId":"hdl:21.12137/QU1PUU","pidURL":"https://hdl.handle.net/21.12137/QU1PUU","filename":"LiDA_ResearchSoftware_0544_Code_v1.tar.gz","contentType":"application/x-gzip","friendlyType":"Gzip Archive","filesize":168410,"description":"Software = Programinė įranga","categories":["Code"],"storageIdentifier":"1://18acba6bda0-9cc46d0f0ddc","rootDataFileId":-1,"md5":"df3eaf7fb1e3f59031e865d5bdb2499e","checksum":{"type":"MD5","value":"df3eaf7fb1e3f59031e865d5bdb2499e"},"tabularData":false,"creationDate":"2023-09-25","publicationDate":"2023-09-25","fileAccessRequest":false}},{"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","label":"LiDA_ResearchSoftware_0544_Internal_documents_v1.tar.gz","restricted":true,"version":1,"datasetVersionId":4731,"categories":["Supplementary documentation"],"dataFile":{"id":2978,"persistentId":"hdl:21.12137/0VPPWZ","pidURL":"https://hdl.handle.net/21.12137/0VPPWZ","filename":"LiDA_ResearchSoftware_0544_Internal_documents_v1.tar.gz","contentType":"application/x-gzip","friendlyType":"Gzip Archive","filesize":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","categories":["Supplementary documentation"],"storageIdentifier":"1://18acba6bd6b-3b3bcdcdbba0","rootDataFileId":-1,"md5":"a565829f1473b2988c890fcc9e779dde","checksum":{"type":"MD5","value":"a565829f1473b2988c890fcc9e779dde"},"tabularData":false,"creationDate":"2023-09-25","publicationDate":"2023-09-25","fileAccessRequest":false}},{"description":"Description of the software and instruction how to use it = Programinės įrangos aprašas ir naudojimo instrukcija","label":"LiDA_ResearchSoftware_0544_ReadMe_v1.txt","restricted":false,"version":1,"datasetVersionId":4731,"categories":["Documentation"],"dataFile":{"id":2980,"persistentId":"hdl:21.12137/LZF7CW","pidURL":"https://hdl.handle.net/21.12137/LZF7CW","filename":"LiDA_ResearchSoftware_0544_ReadMe_v1.txt","contentType":"text/plain","friendlyType":"Plain Text","filesize":3770,"description":"Description of the software and instruction how to use it = Programinės įrangos aprašas ir naudojimo instrukcija","categories":["Documentation"],"storageIdentifier":"1://18acba6bdcd-0de0913231cd","rootDataFileId":-1,"md5":"501106b2e5098306c6b022705a4be111","checksum":{"type":"MD5","value":"501106b2e5098306c6b022705a4be111"},"tabularData":false,"creationDate":"2023-09-25","publicationDate":"2023-09-25","fileAccessRequest":false}}],"citation":"Erentaitė, Rasa; Sevalneva, Daiva; Vosylis, Rimantas; Melnikė, Eglė; Morkevičius, Vaidas; Simonaitienė, Berita; Žvaliauskas, Giedrius; Zdanavičiūtė, Monika; Volčok, Anton, 2023, \"Code of the Prototype of Educational Analytics Tool NO-GAP, July 2023\", https://hdl.handle.net/21.12137/5SAURM, Lithuanian Data Archive for SSH (LiDA), V1"}}