{"id":14068459,"url":"https://github.com/muhendis/data2gRaph","last_synced_at":"2025-07-30T04:31:07.768Z","repository":{"id":196720190,"uuid":"224181580","full_name":"muhendis/data2gRaph","owner":"muhendis","description":"The data2gRaph project is a web-based data visualization tool that can also be used off-line. ","archived":false,"fork":false,"pushed_at":"2020-07-26T12:11:17.000Z","size":3515,"stargazers_count":5,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"master","last_synced_at":"2024-12-04T09:39:30.075Z","etag":null,"topics":["bioconductor","corrplot","dt","ggextra","ggfortify","ggplot","ggplot2","r","shiny","shinyapps","shinycssloaders","shinydashboard"],"latest_commit_sha":null,"homepage":"https://muhendis.shinyapps.io/CDG_enginbozaba/","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/muhendis.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}},"created_at":"2019-11-26T11:57:40.000Z","updated_at":"2021-12-14T16:34:42.000Z","dependencies_parsed_at":null,"dependency_job_id":"f9a36970-f43a-4fae-9e8f-007ee2ae20d2","html_url":"https://github.com/muhendis/data2gRaph","commit_stats":null,"previous_names":["muhendis/data2graph"],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/muhendis/data2gRaph","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muhendis%2Fdata2gRaph","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muhendis%2Fdata2gRaph/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muhendis%2Fdata2gRaph/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muhendis%2Fdata2gRaph/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/muhendis","download_url":"https://codeload.github.com/muhendis/data2gRaph/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muhendis%2Fdata2gRaph/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":267809445,"owners_count":24147460,"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","status":"online","status_checked_at":"2025-07-30T02:00:09.044Z","response_time":70,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["bioconductor","corrplot","dt","ggextra","ggfortify","ggplot","ggplot2","r","shiny","shinyapps","shinycssloaders","shinydashboard"],"created_at":"2024-08-13T07:06:11.622Z","updated_at":"2025-07-30T04:31:07.149Z","avatar_url":"https://github.com/muhendis.png","language":"R","readme":"# data2gRaph\n\n\n\u003cimg align=\"right\" width=\"230\" height=\"230\" src=\"https://github.com/muhendis/data2gRaph/blob/master/www/logo.png\"\u003e Visualization is of great importance for data science and machine learning. Because it allows you to become aware of unnoticed details.\n\nThe data2gRaph project is a web-based data visualization tool that can also be used off-line. It consists of 3 parts:\n\n    \u003e The first section visualizes statistical information.\n\n    \u003e The second section visualizes using machine learning information.\n\n    \u003e The third section visualizes create a mix plot using different plots.\n    \n#### [click to screenshots](https://github.com/muhendis/data2gRaph/tree/master/Example%20graph)\n\n## Content of the the application\n\n##### About\n      \n##### Input Data\n      \n##### Statistical Plots\n               \n           Measures of Central Tendency\n               \n           Measures of Dispersion\n               \n           Covariance Matrix\n               \n           Correlation Analyses\n\n##### Unsupervised ML Plots\n               \n            Principal Component Analysis \n               \n            K-means Clustering\n               \n            Hierarchical Clustering\n               \n               \n    \n##### Mix Plots\n               \n            Scatter+Rug+Hist\n               \n            Density+Densigram \n               \n            Hexagonal+Boxplot\n               \n            Complex Heatmap\n\n\n## Installation steps\t\n1. Download this pogram where you want to run it, [click to download](https://github.com/muhendis/data2gRaph/archive/master.zip)\t\n\n2. Run the file named Packages_to_be_installed.R once for the required packages.\t\n\n```\t\n../data2gRaph/Packages_to_be_installed.R\t\n\n```\t\n\n## Running step\t\n\n\nRun the file named app.R.\n\n```\t\n../data2gRaph/app.R\t\n```\t\n\n\n\n\n## Information about R, OS and attached or installed packages\n\n\n```{R}\n\u003e sessionInfo()\nR version 3.6.1 (2019-07-05)\nPlatform: x86_64-pc-linux-gnu (64-bit)\nRunning under: Ubuntu 18.04.3 LTS\n\nMatrix products: default\nBLAS:   /usr/lib/x86_64-linux-gnu/openblas/libblas.so.3\nLAPACK: /usr/lib/x86_64-linux-gnu/libopenblasp-r0.2.20.so\n\nlocale:\n [1] LC_CTYPE=tr_TR.UTF-8       LC_NUMERIC=C               LC_TIME=tr_TR.UTF-8        LC_COLLATE=tr_TR.UTF-8     LC_MONETARY=tr_TR.UTF-8   \n [6] LC_MESSAGES=tr_TR.UTF-8    LC_PAPER=tr_TR.UTF-8       LC_NAME=C                  LC_ADDRESS=C               LC_TELEPHONE=C            \n[11] LC_MEASUREMENT=tr_TR.UTF-8 LC_IDENTIFICATION=C       \n\nattached base packages:\n[1] grid      stats     graphics  grDevices utils     datasets  methods   base     \n\nother attached packages:\n [1] hexbin_1.28.0         ComplexHeatmap_2.2.0  ggExtra_0.9           ggpubr_0.2.4          magrittr_1.5          ggfortify_0.4.8      \n [7] viridis_0.5.1         viridisLite_0.3.0     reshape2_1.4.3        ggthemes_4.2.0        ggplot2_3.2.1         RColorBrewer_1.1-2   \n[13] corrplot_0.84         shinycssloaders_0.2.0 DT_0.10               shinydashboard_0.7.1  shiny_1.4.0          \n\nloaded via a namespace (and not attached):\n [1] shape_1.4.4         circlize_0.4.8      GetoptLong_0.1.7    tidyselect_0.2.5    purrr_0.3.3         lattice_0.20-38    \n [7] colorspace_1.4-1    vctrs_0.2.0         miniUI_0.1.1.1      htmltools_0.4.0     rlang_0.4.1         later_1.0.0        \n[13] pillar_1.4.2        glue_1.3.1          withr_2.1.2         lifecycle_0.1.0     plyr_1.8.4          stringr_1.4.0      \n[19] munsell_0.5.0       ggsignif_0.6.0      gtable_0.3.0        htmlwidgets_1.5.1   GlobalOptions_0.1.1 fastmap_1.0.1      \n[25] httpuv_1.5.2        parallel_3.6.1      Rcpp_1.0.3          xtable_1.8-4        promises_1.1.0      scales_1.1.0       \n[31] backports_1.1.5     mime_0.7            gridExtra_2.3       rjson_0.2.20        png_0.1-7           digest_0.6.23      \n[37] stringi_1.4.3       dplyr_0.8.3         clue_0.3-57         tools_3.6.1         lazyeval_0.2.2      tibble_2.1.3       \n[43] cluster_2.1.0       crayon_1.3.4        tidyr_1.0.0         pkgconfig_2.0.3     zeallot_0.1.0       assertthat_0.2.1   \n[49] rstudioapi_0.10     R6_2.4.1            compiler_3.6.1 \n```\n\n\n## Several screenshots of the application\n\n\u003cp align=\"center\"\u003e\n\u003cimg  width=\"1900\" height=\"500\" src=\"https://github.com/muhendis/data2gRaph/blob/master/Example%20graph/about.png\"\u003e \n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n\u003cimg  width=\"1900\" height=\"500\" src=\"https://github.com/muhendis/data2gRaph/blob/master/Example%20graph/input.png\"\u003e \n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n\u003cimg  width=\"1900\" height=\"500\" src=\"https://github.com/muhendis/data2gRaph/blob/master/Example%20graph/CH.png\"\u003e \n\u003c/p\u003e\n","funding_links":[],"categories":["R"],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmuhendis%2Fdata2gRaph","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmuhendis%2Fdata2gRaph","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmuhendis%2Fdata2gRaph/lists"}