{"id":27934127,"url":"https://github.com/kashicode/datasight","last_synced_at":"2025-05-07T05:27:13.654Z","repository":{"id":204992957,"uuid":"713077077","full_name":"KashiCode/DataSight","owner":"KashiCode","description":"Data Visualization and Analytics Application","archived":false,"fork":false,"pushed_at":"2024-04-26T15:28:46.000Z","size":112,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-04-26T16:45:24.416Z","etag":null,"topics":["r","rshinyapp","statistics"],"latest_commit_sha":null,"homepage":"https://kashicode.shinyapps.io/DataAnalyticsVisualiser/","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/KashiCode.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-11-01T19:42:50.000Z","updated_at":"2024-04-26T15:28:49.000Z","dependencies_parsed_at":null,"dependency_job_id":"683aad33-ecfd-4f6b-afa3-01d23a14e5a4","html_url":"https://github.com/KashiCode/DataSight","commit_stats":null,"previous_names":["kashicode/datasight"],"tags_count":2,"template":true,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KashiCode%2FDataSight","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KashiCode%2FDataSight/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KashiCode%2FDataSight/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KashiCode%2FDataSight/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/KashiCode","download_url":"https://codeload.github.com/KashiCode/DataSight/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252820540,"owners_count":21809241,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["r","rshinyapp","statistics"],"created_at":"2025-05-07T05:27:13.026Z","updated_at":"2025-05-07T05:27:13.628Z","avatar_url":"https://github.com/KashiCode.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"# DataSight\n\n## Introduction\n\nDataSight, created using [R](https://www.r-project.org/) and [Shiny](https://www.rstudio.com/products/shiny/), is an application designed to allow users to upload datasets in `xlsx`, or `csv` format. This application then converts the data into graphical visualizations and conducts statistical analysis.\n\n## Instructions \n\n- Ensure your data is structured correctly for the app to interpret it. Refer to the \"Example Files\" folder in this GitHub repository for guidance.\n- The application only accepts CSV and Excel files.\n- Clean and pre-process your data before uploading it to the application.\n- Select the appropriate visualization or statistical feature based on your data and analysis needs.\n\n\n## 🌐 Features\n\n### 📌 Visualizations\n1. Table\n2. Histogram\n3. Boxplot (Single and Multiple Categories)\n4. Line Graph\n5. Bar Chart\n6. Scatterplot\n7. Heatmap\n8. Pie Chart\n9. Correlation Matrix\n10. Density Plot\n11. Violin Plot\n12. Faceted Plot\n13. Time Series Graph\n14. Q-Q Plot\n\n### 📌 Statistical Features\n1. Standard Deviation\n2. Spearman's Rank\n3. Chi-squared Tests\n4. Basic Descriptive Statistics\n5. Pearson's Correlation Coefficient\n6. Confidence Intervals\n7. T-test\n8. ANOVA\n9. Outlier Detection\n10. Time Series Analysis\n11. Shapiro-Wilk Test\n\n## ⚙ Installation\n\n### Installing Software\n1. **Install R**: Download and install R version 4.3.1 or later from [CRAN](https://cran.r-project.org/).\n2. **Install RStudio**: Optionally, install RStudio for an integrated development environment, available at [RStudio Download](https://rstudio.com/products/rstudio/download/).\n\n### Installing Dependencies\nRun the following commands in R or RStudio to install required packages:\n\n```R\ninstall.packages(\"shiny\")\ninstall.packages(\"ggplot2\")\ninstall.packages(\"readxl\")\ninstall.packages(\"DT\")\ninstall.packages(\"shinydashboard\")\ninstall.packages(\"reshape2\")\ninstall.packages(\"forecast\")\n```\n\n# 📝 Contributing\nYour contributions are always welcome. For major revisions, please start by opening an issue to discuss what you'd like to change.\n\n# 📜 License\nThis project is licensed under the [MIT License](https://opensource.org/licenses/MIT).\n\n# 💼 Contact\nFor any inquiries, suggestions, or feedback, don't hesitate to email me at [ostrynskimaks@gmail.com](mailto:ostrynskimaks@gmail.com).\nWe encourage suggestions for improvements and new features!\n\n###### KashiCode © 2023\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkashicode%2Fdatasight","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkashicode%2Fdatasight","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkashicode%2Fdatasight/lists"}