Code of the Prototype of Educational Analytics Tool NO-GAP, July 2023

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).

本出版物收录了教育分析工具NO-GAP原型代码。NO-GAP原型是一款基于R Shiny库构建的仪表盘。该程序分为三个不同层次：学校层级、市镇层级和国家层级。每个层级展示的信息各异，因此代码文件也相应地分为三个文件夹（学校（mokyklos）、市镇（savivaldybes）、国家（salies））。每个文件夹内包含按顺序编号的图形代码。例如，在“mokyklos”文件夹中，R文件“mokyklos_1modulis1”代表学校层级的第一个模块的第一个图形。此外，还包括额外的代码文件和文件夹：- “DEMO”文件夹：用于创建演示用户数据的文件（用于原型演示）；- “duomenys ir rodikliai”文件夹：原型中用于告知用户应用所使用的数据和指标；- “filtrai”文件夹：包含为筛选学校显示的消息（这些学校无法查看可视化内容）；- “savokos”文件夹：原型中用于解释主要概念和定义的文件；- “titulinis”文件夹：用于三个层级标题页的文件（包括标志和一般信息）；- “duomenu_paruosimas.R”：用于数据预处理的R文件；- “nogap_dashboard.R”：调用所有其他代码的主原型代码。如何运行原型？为了在本地运行原型，您必须拥有以下数据文件：“mokinys.csv”、“mokykla.csv”、“user_base.csv”、“FILTRAI.sav”、“ISVESTINIAI KINTAMIEJI.sav”。然后，在修改“duomenu_paruosimas.R”文件中的文件路径后，运行“nogap_dashboard.R”代码。软件代码“教育分析工具NO-GAP原型代码，2023年7月”及其元数据是在实施2020年至2023年项目“从个人和变量导向视角分析学校成就差异：NO-GAP学习分析工具原型”的过程中产生的。项目负责人为首席研究员拉莎·埃伦塔伊特（Rasa Erentaitė）。该项目由欧洲区域发展基金根据2014-2020年欧盟资金投资运营计划资助，在立陶宛研究理事会（LMTLT）的资助协议下，根据措施No. 01.2.2-LMT-K-718活动“由世界级研究团队实施的研发项目，以发展与经济部门相关的研发活动，这些活动今后可进行商业化”进行资助。