{"id":21846949,"url":"https://github.com/duyet/skill2vec-dataset","last_synced_at":"2026-01-03T23:48:53.166Z","repository":{"id":77722575,"uuid":"213950103","full_name":"duyet/skill2vec-dataset","owner":"duyet","description":"Dataset and pre-trained model for Skill2vec","archived":false,"fork":false,"pushed_at":"2024-07-20T07:27:27.000Z","size":4039,"stargazers_count":79,"open_issues_count":1,"forks_count":21,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-01-26T12:13:01.263Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":null,"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/duyet.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":".github/FUNDING.yml","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},"funding":{"github":"duyet","ko_fi":"duyet"}},"created_at":"2019-10-09T15:08:00.000Z","updated_at":"2025-01-22T08:02:33.000Z","dependencies_parsed_at":null,"dependency_job_id":"54657711-fed1-4fa0-9753-964bf2b546c3","html_url":"https://github.com/duyet/skill2vec-dataset","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/duyet%2Fskill2vec-dataset","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/duyet%2Fskill2vec-dataset/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/duyet%2Fskill2vec-dataset/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/duyet%2Fskill2vec-dataset/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/duyet","download_url":"https://codeload.github.com/duyet/skill2vec-dataset/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244831108,"owners_count":20517630,"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":[],"created_at":"2024-11-27T23:16:15.229Z","updated_at":"2026-01-03T23:48:53.127Z","avatar_url":"https://github.com/duyet.png","language":null,"funding_links":["https://github.com/sponsors/duyet","https://ko-fi.com/duyet","https://ko-fi.com/s/db44b975ab"],"categories":[],"sub_categories":[],"readme":"# Skill2vec Dataset\nDataset and pre-trained model for Skill2vec\n\nThe skill dataset is collected and processed from a large number of job descriptions, using a number of parsers and conducting preprocessing to standardize.\n\nThis dataset is used to experiment with the paper: [Skill2vec: Machine Learning Approach for Determining the Relevant Skills from Job Description](https://arxiv.org/abs/1707.09751)\n\nPlease cite the article if you use this dataset\n\n```\n@article{van2017skill2vec,\n  title={Skill2vec: Machine Learning Approach for Determining the Relevant Skills from Job Description},\n  author={Van-Duyet, Le and Quan, Vo Minh and An, Dang Quang},\n  journal={arXiv preprint arXiv:1707.09751},\n  year={2017}\n}\n```\n\n# Format\n\n![](dataset-format.png)\n\n```\n16317,ASP.Net,Entity Framework,MVC,.Net,SQL,Web Technologies,Analytical Skills,Problem Solving,Communication Skills\n125891,ICWA,Accounting Packages,Mba Finance,Ca,Bcom,Tally\n93576,Strong Communication Skills,SEO Head,Digital Marketing Head,Digital Marketing,SEO,PPC,E - commerce\n45952,General Management,Food,Sales,Marketing Strategy,Operations\n9198,project,resource,engagement\n14739,AngularJS Developer,AngularJS,Java development,Java Script\n127492,Investment,hni,investments,investment advisor,Investors Relation Management,Wealth Management,mutual funds,portfolio management,priority banking,preferred banking,Equity Sales,relationship manager,broking sales,financial sales\n8540,start_up,google_up,amazon,sap,microsof,vmware,test,tests,tested,testing,qa,quality_assurance,framework,frameworks,tools,tool,java,j2ee,jee,j2me,javase,javaee,javame,j2seb,c++,c,webdriver,selenium,appium,android,ios,selendroid,mobile,web_driver\n59999,tiles,java j2ee,oracle,struts,ejb,jboss,jdbc,product development,computer science,business solutions\n```\n\n# Download \n\n- Skills from 1K JD: [skill2vec_1K.csv](skill2vec_1K.csv)\n- Skills from 10K JD: [skill2vec_10K.csv](skill2vec_10K.csv)\n- Skills from 50K JD: [skill2vec_50K.csv.gz](skill2vec_50K.csv.gz)\n- Full 130K JD: https://ko-fi.com/s/db44b975ab\n\n# Related project\n\n- related-skills-visualization: https://github.com/duyet/related-skills-visualization\n- skill2vec: https://github.com/duyet/skill2vec\n- https://duyet.github.io/related-skills-visualization/network-skills.html\n\n# License\n\nMIT License\n\nCopyright (c) 2019 Van-Duyet Le\n\nPermission is hereby granted, free of charge, to any person obtaining a copy\nof this software and associated documentation files (the \"Software\"), to deal\nin the Software without restriction, including without limitation the rights\nto use, copy, modify, merge, publish, distribute, sublicense, and/or sell\ncopies of the Software, and to permit persons to whom the Software is\nfurnished to do so, subject to the following conditions:\n\nThe above copyright notice and this permission notice shall be included in all\ncopies or substantial portions of the Software.\n\nTHE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\nIMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\nFITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\nAUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\nLIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\nOUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\nSOFTWARE.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fduyet%2Fskill2vec-dataset","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fduyet%2Fskill2vec-dataset","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fduyet%2Fskill2vec-dataset/lists"}