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Part 1: Document Description
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Citation |
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Title: |
Code of the Prototype of Educational Analytics Tool NO-GAP, July 2023 |
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Identification Number: |
hdl:21.12137/5SAURM |
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Distributor: |
Lithuanian Data Archive for SSH (LiDA) |
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Date of Distribution: |
2023-09-25 |
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Version: |
1 |
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Bibliographic 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 |
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Citation |
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Title: |
Code of the Prototype of Educational Analytics Tool NO-GAP, July 2023 |
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Identification Number: |
hdl:21.12137/5SAURM |
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Identification Number: |
LiDA_ResearchSoftware_0544 |
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Authoring Entity: |
Erentaitė, Rasa (Research Group – Civil Society and Sustainability, Faculty of Social Sciences, Arts and Humanities, Kaunas University of Technology, Lithuania [Project Leader]) |
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Sevalneva, Daiva (Faculty of Social Sciences, Arts and Humanities, Kaunas University of Technology, Lithuania [Project Member; Data curation]) |
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Vosylis, Rimantas (Faculty of Social Sciences, Arts and Humanities, Kaunas University of Technology, Lithuania [Project Member; Data curation]) |
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Melnikė, Eglė (Faculty of Social Sciences, Arts and Humanities, Kaunas University of Technology, Lithuania [Project Member]) |
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Morkevičius, Vaidas (Faculty of Social Sciences, Arts and Humanities, Kaunas University of Technology, Lithuania [Project Member]) |
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Simonaitienė, Berita (Faculty of Social Sciences, Arts and Humanities, Kaunas University of Technology, Lithuania [Project Member]) |
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Žvaliauskas, Giedrius (Research Group – Civil Society and Sustainability, Faculty of Social Sciences, Arts and Humanities, Kaunas University of Technology, Lithuania [Project Member Member; Data curation]) |
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Zdanavičiūtė, Monika (MB Krilas, Lithuania [Researcher]) |
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Volčok, Anton (MB Krilas, Lithuania [Programmer]) |
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Date of Production: |
2023-07-19 |
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Software used in Production: |
R software environment for statistical computing and graphics |
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Grant Number: |
01.2.2-LMT-K-718-03-0059 |
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Distributor: |
Lithuanian Data Archive for SSH (LiDA) |
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Distributor: |
Lithuanian Data Archive for Social Sciences and Humanities |
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Access Authority: |
Žvaliauskas, Giedrius |
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Depositor: |
Erentaitė, Rasa (Research Group – Civil Society and Sustainability, Faculty of Social Sciences, Arts and Humanities, Kaunas University of Technology, Lithuania) |
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Date of Deposit: |
2023-09-19 |
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Date of Distribution: |
2023-09-25 |
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Holdings Information: |
https://hdl.handle.net/21.12137/5SAURM |
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Study Scope |
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Keywords: |
Computer and Information Science, Social Sciences, educational assessment, quality of education, educational measurements, information and communications technology |
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Topic Classification: |
Compulsory and pre-school education, Information technology |
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Abstract: |
<p> This publication contains code of the <a href="https://nogap-lida.dataverse.lt/" target="_blank">prototype of educational analytics tool NO-GAP</a>. </p> <p> The NO-GAP prototype is a dashboard created using the R <i>Shiny</i> library. There are three different levels of this program: <br> - school level; <br> - municipal level; <br> - national level. </p> <p> 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. </p> <p> There are also additional code files and folders: <br> - "DEMO" folder: Files creating data for the demo user (for prototype presentations); <br> - "duomenys ir rodikliai" folder: Files used in the prototype to tell the user what data and metrics were used to create the application; <br> - "filtrai" folder: Files containing messages that are shown for filtered schools (these schools do not see visualizations); <br> - "savokos" folder: Files used in the prototype to explain the main concepts and definitions; <br> - "titulinis" folder: Files used for the title pages for all three levels (logo, general information); <br> - "duomenu_paruosimas.R": R file used for data preprocessing; <br> - "nogap_dashboard.R": The main prototype code that calls all the others. </p> <p> How to run the prototype? <br><br> In order to run the prototype locally, you must have the data files: <br> "mokinys.csv"; <br> "mokykla.csv"; <br> "user_base.csv"; <br> "FILTRAI.sav"; <br> "ISVESTINIAI KINTAMIEJI.sav". </p> <p> Then, after changing the paths of the files in the "duomenu_paruosimas.R" file, run the "nogap_dashboard.R" code. </p> <p> Software code "Code of the Prototype of Educational Analytics Tool NO-GAP, July 2023" and its metadata were produced implementing project "<a href="https://nogap.ktu.edu/english/" target="_blank">Disparities in School Achievement from a Person and Variable-Oriented Perspective: A Prototype of a Learning Analytics Tool NO-GAP</a>" 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). </p> |
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Kind of Data: |
Research software |
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Methodology and Processing |
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Sources Statement |
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Data Access |
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Archive Where Study was Originally Stored: |
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 |
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Availability Status: |
<b> Major files = Pagrindiniai failai</b> <p> Software files (136, R scripts) = Programinės įrangos failai (136, R skriptai).</p> <b> Other files = Kiti failai</b> <p> Other files related to the software (8, different formats) = Kiti su programine įranga susiję failai (8, įvairūs formatai). </p> |
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Restrictions: |
Users undertake not to transfer software curated by the LiDA and to which they have been granted access to any third parties. <hr> Vartotojai įsipareigoja neperduoti LiDA saugomos programinės įrangos, prie kurios jiems suteikiama prieiga, trečiosioms šalims. |
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Notes: |
<p>The software is available to the users of the LiDA Dataverse repository under the <a href="https://data.europa.eu/doi/10.2799/77160" target="_blank">European Union Public Licence</a>, <a href="https://eupl.eu/1.2/en" target="_blank">Version 1.2 or later</a> (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: <a href="mailto:data@ktu.lt">data@ktu.lt</a>). 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 <a href="https://creativecommons.org/licenses/by-sa/4.0" target="_blank">Creative Commons Attribution-ShareAlike 4.0 International licence (CC BY-SA 4.0)</a>.</p> <hr> <p>Programinė įranga yra prieinama LiDA Dataverse talpyklos vartotojams pagal <a href="https://data.europa.eu/doi/10.2799/77160" target="_blank">Europos Sąjungos viešosios licencijos</a>, <a href="https://eupl.eu/1.2/lt" target="_blank">1.2 ar vėlesnės versijos</a> (EUPL) sąlygas, jei nenumatyta kitaip. Jei norima naudoti kitaip licencijuojamą programinę įrangą, reikia kreiptis dėl galimybės naudotis programine įranga (raštu ar el. paštu: <a href="mailto:data@ktu.lt">data@ktu.lt</a>). 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 <a href="https://cc.lnb.lt/cc-by-sa" target="_blank">„Creative Commons“ 4.0 priskyrimo ir analogiško platinimo tarptautinę viešąją licenciją (CC BY-SA 4.0)</a>.</p> <img alt="European Union Public Licence" style="border-width:0" width="10%" src="https://upload.wikimedia.org/wikipedia/commons/thumb/9/91/Logo_EUPL.svg/311px-Logo_EUPL.svg.png"/> <img alt="Creative Commons License" style="border-width:0" src="https://i.creativecommons.org/l/by-sa/4.0/88x31.png"/> |
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<p>Access to the LiDA internal documents related to the published software is not provided.</p> <hr> <p>Prieiga prie LiDA vidinių dokumentų, susijusių su publikuota programine įranga, nesuteikiama.</p> |
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Other Study Description Materials |
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Label: |
LiDA_ResearchSoftware_0544_Code_v1.tar.gz |
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Text: |
Software = Programinė įranga |
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Notes: |
application/x-gzip |
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Label: |
LiDA_ResearchSoftware_0544_Internal_documents_v1.tar.gz |
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Text: |
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. |
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Notes: |
application/x-gzip |
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Label: |
LiDA_ResearchSoftware_0544_ReadMe_v1.txt |
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Text: |
Description of the software and instruction how to use it = Programinės įrangos aprašas ir naudojimo instrukcija |
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Notes: |
text/plain |