{"id":24823905,"url":"https://github.com/Guillaume-Levrier/PANDORAE","last_synced_at":"2025-10-13T22:31:39.412Z","repository":{"id":54229274,"uuid":"161150758","full_name":"Guillaume-Levrier/PANDORAE","owner":"Guillaume-Levrier","description":"A data retrieval \u0026 exploration protocol designed to investigate science and policy processes","archived":false,"fork":false,"pushed_at":"2025-03-03T13:40:58.000Z","size":41199,"stargazers_count":14,"open_issues_count":1,"forks_count":1,"subscribers_count":2,"default_branch":"stable","last_synced_at":"2025-09-05T14:51:08.246Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://guillaume-levrier.github.io/PANDORAE/","language":"JavaScript","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/Guillaume-Levrier.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"citation.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2018-12-10T09:34:27.000Z","updated_at":"2025-06-10T19:41:56.000Z","dependencies_parsed_at":"2024-02-02T15:42:40.448Z","dependency_job_id":"989c7f90-248b-4553-a3de-360bc78cf81e","html_url":"https://github.com/Guillaume-Levrier/PANDORAE","commit_stats":null,"previous_names":[],"tags_count":40,"template":false,"template_full_name":null,"purl":"pkg:github/Guillaume-Levrier/PANDORAE","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Guillaume-Levrier%2FPANDORAE","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Guillaume-Levrier%2FPANDORAE/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Guillaume-Levrier%2FPANDORAE/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Guillaume-Levrier%2FPANDORAE/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Guillaume-Levrier","download_url":"https://codeload.github.com/Guillaume-Levrier/PANDORAE/tar.gz/refs/heads/stable","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Guillaume-Levrier%2FPANDORAE/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279017159,"owners_count":26085983,"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":"2025-10-13T02:00:06.723Z","response_time":61,"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":[],"created_at":"2025-01-30T20:01:56.579Z","updated_at":"2025-10-13T22:31:39.407Z","avatar_url":"https://github.com/Guillaume-Levrier.png","language":"JavaScript","funding_links":[],"categories":["Tools \u0026 Software","Recently Updated"],"sub_categories":["Search \u0026 Discovery","[Jan 30, 2025](/content/2025/01/30/README.md)"],"readme":"\u003cp align=\"center\"\u003e\u003cimg src=\"./PANDORAE.png\" width=\"200px\" alt=\"PANDORAE Logo\"\u003e\n\n# PANDORÆ\n\nPANDORÆ is a software built for scientific research. Its purpose is to enable its users to retrieve, normalize, and explore collections of documents from various established sources.\n\nThis software is under active development. You can find installation and usage help on the [PANDORÆ user forum](https://pandorae.politique.science/). Please use the GitHub issues only for code related issues.\n\nPANDORÆ is an [electron-based](https://www.electronjs.org/) portable desktop application. You can click on the [releases link](https://github.com/Guillaume-Levrier/PANDORAE/releases) and download the most recent version relevant to your operating system. It does not need to be installed. If your computer can support the Google Chrome web browser, chances are you can run PANDORÆ.\n\n## Why use PANDORÆ?\n\nMost databases useful for research now offer APIs, that is software interfaces made to answer requests sent by other software. PANDORÆ helps you send such request without having to write any type of code, store the retrieved content in [Zotero](https://www.zotero.org/), and explore the resulting collection using its visualization tools. It offers a range of premade connections with services such as:\n\n- Scientific research outputs providers such as [bioRxiv](https://www.biorxiv.org/), [Scopus](https://www.scopus.com/), [Web of Science](clarivate.com) or [ISTEX](https://www.istex.fr/).\n- Institutional repositories such as the [Bibliothèque de France Web Archives](https://www.bnf.fr/en/web-legal-deposit) or the French parliamentary debates data collected by [Regards Citoyens](https://www.regardscitoyens.org/).\n- Web crawling exploration strategies such as [Hyphe](https://hyphe.medialab.sciences-po.fr/).\n- Social media such as Twitter (now under the form of flat datasets).\n- [Clinical trials](https://clinicaltrials.gov/) data.\n\nYou can find an example of what PANDORÆ can do in [this article](https://hal.science/hal-04309075).\n\nUsing PANDORÆ gives you a stable and (to some extent) reproducible way to obtain data, save it on multiple supports, and explore it following several types of perspectives. \n\n## Enriching exploration\n\nPANDORÆ is an open-source software which welcomes enhancements. If a data source you need is not available, or if you would like to have a different way to explore a collection, do ask for it or even propose a [pull request](https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/proposing-changes-to-your-work-with-pull-requests/about-pull-requests) if you're up to it!\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FGuillaume-Levrier%2FPANDORAE","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FGuillaume-Levrier%2FPANDORAE","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FGuillaume-Levrier%2FPANDORAE/lists"}