base on OpenRefine is a free, open source power tool for working with messy data and improving it # OpenRefine [](https://zenodo.org/badge/latestdoi/6220644) [](https://gitter.im/OpenRefine/OpenRefine) [](https://github.com/OpenRefine/OpenRefine/actions/workflows/snapshot_release.yml) [](https://coveralls.io/github/OpenRefine/OpenRefine?branch=master) [](https://hosted.weblate.org/engage/openrefine/?utm_source=widget) OpenRefine is a Java-based power tool that allows you to load data, understand it, clean it up, reconcile it, and augment it with data coming from the web. All from a web browser and the comfort and privacy of your own computer. Official website: **https://openrefine.org** Community forum: **https://forum.openrefine.org** [<img src="https://github.com/OpenRefine/OpenRefine/blob/master/graphics/icon/open-refine-320px.png" align="right">](https://openrefine.org) ## Download * [OpenRefine Releases](https://github.com/OpenRefine/OpenRefine/releases) ## Snapshot releases You can download snapshots of the development version of OpenRefine. To do so, you need to be logged in to GitHub. Then, click on the first item with a green tick / check mark on [this page](https://github.com/OpenRefine/OpenRefine/actions/workflows/snapshot_release.yml) and scroll down to the Artifacts section to find the version that matches your operating system. ## Run from source If you have cloned this repository to your computer, you can run OpenRefine with: * `./refine` on Mac OS and Linux * `refine.bat` on Windows This requires [JDK 11](https://adoptium.net/) or newer, [Apache Maven](https://maven.apache.org/) and [Node.js 18](https://nodejs.org/) or newer. ## Documentation * [User Manual](https://openrefine.org/docs) * [FAQ](https://github.com/OpenRefine/OpenRefine/wiki/FAQ) ## Contributing to the project * [Developers Guide & Architecture](https://github.com/OpenRefine/OpenRefine/wiki/Documentation-For-Developers) * [Contributing Guide](https://github.com/OpenRefine/OpenRefine/blob/master/CONTRIBUTING.md) * [Project Governance](https://github.com/OpenRefine/OpenRefine/blob/master/GOVERNANCE.md) ## Contact us * [Community forum](https://forum.openrefine.org) * [Twitter](https://www.twitter.com/openrefine) * [Gitter](https://gitter.im/OpenRefine/OpenRefine) * [Matrix (bridged from Gitter)](https://matrix.to/#/#OpenRefine_OpenRefine:gitter.im) ## Licensing and legal issues OpenRefine is open source software and is licensed under the BSD license located in the [LICENSE.txt](LICENSE.txt). See the folders `licenses` under `/main/webapp/` as well as within each `/extensions` for information on open source libraries that OpenRefine depends on. ## Credits This software was created by Metaweb Technologies, Inc. and originally written and conceived by [David Huynh](https://github.com/dfhuynh). Metaweb Technologies, Inc. was acquired by Google, Inc. in July 2010 and the product was renamed Google Refine. In October 2012, it was renamed OpenRefine as it transitioned to a community-driven project. Since 2020, OpenRefine is fiscally sponsored by [Code for Science and Society](https://www.codeforsociety.org/) (CS&S). See [CONTRIBUTING.md](./CONTRIBUTING.md) for instructions on how to contribute yourself. ", Assign "at most 3 tags" to the expected json: {"id":"1331","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"