{"repo":"opensource-observer/insights","free":true,"listed":false,"github":"https://github.com/opensource-observer/insights","clone":"git clone https://github.com/opensource-observer/insights.git","description":"Insights and exploratory data analysis on the health of open source software ecosystems","language":"Jupyter Notebook","stars":36,"topics":["data-visualization","impact-analysis","jupyter-notebook","open-source"],"license":"Apache-2.0","category":"analytics","readme_excerpt":"Insights [![License: Apache 2.0][license-badge]][license] [license]: https://opensource.org/license/apache-2-0/ [license-badge]: https://img.shields.io/badge/License-Apache2.0-blue.svg This repository contains insights and exploratory data analysis on the health of open source software ecosystems. You can also find our folder of public Colab notebooks, here. Notebooks are included so others can get inspiration and understand/improve upon our analysis. Where practical, copies of data used to generate insights has been saved in CSV or JSON format. However, many of the notebooks rely on direct queries to the data warehouse and therefore will not run locally without a live connection. Note: not all of these notebooks are actively maintained, so some queries may go stale over time. pyoso You can access the full OSO data lake via our pyoso Python library. The following boiler plate is helpful for starting a new notebook that uses pyoso. Here are more detailed steps if it's your first time using pyoso. Getting Started [!IMPORTANT] The OSO data warehouse has evolved considerably since the start of this project. We have kept old notebooks (eg, that connect to BigQuery directly) for reference and inspiration. Currently, we strongly recommend all users to access data via pyoso. Generate an API key First, go to www.opensource.observer and create a new account. If you already have an account, log in. Then create a new personal API key: 1. Go to Account settings 2. In the \"API Keys\" sectio","default_branch":null,"files":null,"tree":[],"storefront":"/r/opensource-observer","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/opensource-observer/insights/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}