{"id":18550066,"url":"https://github.com/luminati-io/Glassdoor-dataset-samples","last_synced_at":"2025-04-09T21:32:50.161Z","repository":{"id":253270557,"uuid":"842521772","full_name":"luminati-io/Glassdoor-dataset-samples","owner":"luminati-io","description":"A sample dataset of over 1000 Glassdoor company reviews, extracted using the Bright Data API, ideal for competitive analysis, market trends, and B2B company data.","archived":false,"fork":false,"pushed_at":"2024-08-15T14:02:22.000Z","size":35823,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-03-17T03:25:54.940Z","etag":null,"topics":["api","data-science","dataset","glassdoor","glassdoor-jobs","glassdoor-reviews","webscraping"],"latest_commit_sha":null,"homepage":"https://brightdata.com/products/datasets/glassdoor","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/luminati-io.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2024-08-14T14:19:45.000Z","updated_at":"2024-08-15T14:05:55.000Z","dependencies_parsed_at":"2024-08-15T17:25:01.670Z","dependency_job_id":null,"html_url":"https://github.com/luminati-io/Glassdoor-dataset-samples","commit_stats":null,"previous_names":["luminati-io/glassdoor-dataset-samples"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/luminati-io%2FGlassdoor-dataset-samples","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/luminati-io%2FGlassdoor-dataset-samples/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/luminati-io%2FGlassdoor-dataset-samples/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/luminati-io%2FGlassdoor-dataset-samples/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/luminati-io","download_url":"https://codeload.github.com/luminati-io/Glassdoor-dataset-samples/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248114908,"owners_count":21050138,"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":["api","data-science","dataset","glassdoor","glassdoor-jobs","glassdoor-reviews","webscraping"],"created_at":"2024-11-06T21:03:23.222Z","updated_at":"2025-04-09T21:32:49.482Z","avatar_url":"https://github.com/luminati-io.png","language":null,"funding_links":[],"categories":["Free Dataset Samples"],"sub_categories":[],"readme":"# Glassdoor-dataset-samples\n\n\u003ch2\u003eA sample dataset of 1001 Glassdoor companies reviews\u003c/h2\u003e\n\n![Glasdoor dataset header](https://github.com/luminati-io/Glassdoor-dataset-samples/blob/main/glassdoor-datasets.PNG)\n\nA Glassdoor dataset sample of over 1000 companies reviews. Dataset was extracted using the \u003cb\u003eBright Data API\u003c/b\u003e.\n\n\u003ch2\u003eData points included in this free dataset:\u003c/h2\u003e\n\n* ```overview_id```: Unique identifier for the company overview\n* ```review_id```: Unique identifier for each review\n* ```review_url```: Link to the specific review on Glassdoor\n* ```rating_date```: Date when the review was submitted\n* ```company_name```: Name of the reviewed company\n* ```review_pros```: Positive aspects mentioned in the review\n* ```review_cons```: Negative aspects mentioned in the review\n* ```rating_overall```: Overall rating given by the reviewer\n* ```summary```: Summary overview of the review\n* ```rating_work_life```: Rating for work-life balance\n* ```rating_compensation_benefits```: Rating for compensation and benefits\n* ```rating_culture_values```: Rating for company culture and values\n* ```flags_business_outlook```: Flags related to business outlook\n* ```employee_type```: Status of employment (e.g., former employee, current employee)\n* ```flags_recommend_frend```: Flags related to recommending the company\n* ```rating_senior_leadership```: Rating for senior leadership\n* ```flags_ceo_approval```: Flags related to CEO approval\n\nAnd a lot more.\n\nThis is a sample subset which is derived from the \"Glassdoor Companies Reviews (public data)\"\ndataset which includes more than \u003cb\u003e21,860,000 companies\u003c/b\u003e.\n\nAvailable dataset file formats: \u003cb\u003eJSON, NDJSON, JSON Lines, CSV, or Parquet. Optionally, files can be compressed to .gz\u003c/b\u003e.\n\nDataset delivery type options: \u003cb\u003eEmail, API download, Webhook, Amazon S3, Google Cloud storage, Google Cloud PubSub, Microsoft Azure, Snowflake, SFTP\u003c/b\u003e.\n\nUpdate frequency: \u003cb\u003eOnce, Daily, Weekly, Monthly, Quarterly, or Custom basis\u003c/b\u003e.\n\nData enrichment available as an addition to the data points extracted: \u003cb\u003eBased on request.\u003c/b\u003e\n\n\u003cb\u003e[Get the full Glassdoor company reviews dataset](https://brightdata.com/products/datasets/glassdoor)\u003c/b\u003e.\n\n\u003ch2\u003eAdditional Glassdoor datasets available:\u003c/h2\u003e\n\n*   Glassdoor companies overview information\n*   Glassdoor full job listings information\n\n![Glassdoor dataset visual](https://github.com/luminati-io/Glassdoor-dataset-samples/blob/main/glassdoor-datasets-image.PNG)\n\n\u003ch2\u003eWhat are the Glassdoor datasets use cases?\u003c/h2\u003e\n\n\u003ch3\u003e1. Competitive analysis\u003c/h3\u003e\n\nUtilize firmographic data to monitor company growth, pinpoint key organizations and professionals, track employee transitions, and enhance competitive intelligence and analysis with greater efficiency.\n\n\u003ch3\u003e2. Market trends \u0026 growth\u003c/h3\u003e\n\nAssess company growth and industry trends to support data-driven decisions. Hedge funds, VCs, and financial firms can significantly boost their investment analysis using the Glassdoor dataset.\n\n\u003ch3\u003e3. B2B company data\u003c/h3\u003e\n\nEnhance your lead generation and sales intelligence by integrating high-quality company and employee data into your CRM, enriched with a comprehensive Glassdoor dataset.\n\n\u003ch2\u003eFree access to web scraping tools and datasets for academic researchers and NGOs\u003c/h2\u003e\n\nThe Bright Initiative offers access to Bright Data's \u003cb\u003e[Web Scraper APIs](https://brightdata.com/products/web-scraper)\u003c/b\u003e and \u003cb\u003e[ready-to-use datasets](https://brightdata.com/products/datasets)\u003c/b\u003e to leading academic faculties and researchers, NGOs and NPOs promoting various environmental and social causes. You can submit an application \u003cb\u003e[here](https://brightinitiative.com)\u003c/b\u003e.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fluminati-io%2FGlassdoor-dataset-samples","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fluminati-io%2FGlassdoor-dataset-samples","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fluminati-io%2FGlassdoor-dataset-samples/lists"}