base on The interactive graphing library for Python :sparkles: This project now includes Plotly Express! # plotly.py <table> <tr> <td>Latest Release</td> <td> <a href="https://pypi.org/project/plotly/"/> <img src="https://badge.fury.io/py/plotly.svg"/> </td> </tr> <tr> <td>User forum</td> <td> <a href="https://community.plotly.com/"/> <img src="https://img.shields.io/badge/help_forum-discourse-blue.svg"/> </td> </tr> <tr> <td>PyPI Downloads</td> <td> <a href="https://pepy.tech/project/plotly"/> <img src="https://pepy.tech/badge/plotly/month"/> </td> </tr> <tr> <td>License</td> <td> <a href="https://opensource.org/licenses/MIT"/> <img src="https://img.shields.io/badge/License-MIT-yellow.svg"/> </td> </tr> </table> <div align="center"> <a href="https://dash.plotly.com/project-maintenance"> <img src="https://dash.plotly.com/assets/images/maintained-by-plotly.png" width="400px" alt="Maintained by Plotly"> </a> </div> ## Quickstart `pip install plotly==6.0.0rc0` ```python import plotly.express as px fig = px.bar(x=["a", "b", "c"], y=[1, 3, 2]) fig.show() ``` See the [Python documentation](https://plotly.com/python/) for more examples. ## Overview [plotly.py](https://plotly.com/python/) is an interactive, open-source, and browser-based graphing library for Python :sparkles: Built on top of [plotly.js](https://github.com/plotly/plotly.js), `plotly.py` is a high-level, declarative charting library. plotly.js ships with over 30 chart types, including scientific charts, 3D graphs, statistical charts, SVG maps, financial charts, and more. `plotly.py` is [MIT Licensed](https://github.com/plotly/plotly.py/blob/master/LICENSE.txt). Plotly graphs can be viewed in Jupyter notebooks, standalone HTML files, or integrated into [Dash applications](https://dash.plotly.com/). [Contact us](https://plotly.com/consulting-and-oem/) for consulting, dashboard development, application integration, and feature additions. <p align="center"> <a href="https://plotly.com/python/" target="_blank"> <img src="https://raw.githubusercontent.com/cldougl/plot_images/add_r_img/plotly_2017.png"> </a></p> --- - [Online Documentation](https://plotly.com/python/) - [Contributing to plotly](https://github.com/plotly/plotly.py/blob/master/contributing.md) - [Changelog](https://github.com/plotly/plotly.py/blob/master/CHANGELOG.md) - [Code of Conduct](https://github.com/plotly/plotly.py/blob/master/CODE_OF_CONDUCT.md) - [Community forum](https://community.plotly.com) --- ## Installation plotly.py may be installed using pip ``` pip install plotly==6.0.0rc0 ``` or conda. ``` conda install -c plotly plotly=6.0.0rc0 ``` ### Jupyter Widget Support For use as a Jupyter widget, install `jupyter` and `anywidget` packages using `pip`: ``` pip install jupyter anywidget ``` or `conda`: ``` conda install jupyter anywidget ``` ### Static Image Export plotly.py supports [static image export](https://plotly.com/python/static-image-export/), using either the [`kaleido`](https://github.com/plotly/Kaleido) package (recommended, supported as of `plotly` version 4.9) or the [orca](https://github.com/plotly/orca) command line utility (legacy as of `plotly` version 4.9). #### Kaleido The [`kaleido`](https://github.com/plotly/Kaleido) package has no dependencies and can be installed using pip ``` pip install -U kaleido ``` or conda ``` conda install -c conda-forge python-kaleido ``` ### Extended Geo Support Some plotly.py features rely on fairly large geographic shape files. The county choropleth figure factory is one such example. These shape files are distributed as a separate `plotly-geo` package. This package can be installed using pip... ``` pip install plotly-geo==1.0.0 ``` or conda ``` conda install -c plotly plotly-geo=1.0.0 ``` ## Copyright and Licenses Code and documentation copyright 2019 Plotly, Inc. Code released under the [MIT license](https://github.com/plotly/plotly.py/blob/master/LICENSE.txt). Docs released under the [Creative Commons license](https://github.com/plotly/documentation/blob/source/LICENSE). ", Assign "at most 3 tags" to the expected json: {"id":"6816","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"