chrishokamp / aylien-datascience-demos

a collection of open-source data science demos built on top of the Aylien NewsAPI.

Aylien Datascience Demos

This is a multi-page streamlit app containing demo apps built on top of the Aylien NewsAPI.

This project is intended for data scientists using the Aylien NewsAPI, but also for anyone interested in analyzing news data, or in making cool demos ;-).

For each of these demos, we provide a sample dataset that will allow them to run without a NewsAPI key. If you have a NewsAPI key or a RADAR account, you can dynamically update the demos with new feed data.

This project is deployed on Streamlit Cloud, check it out.

NewsAPI patterns

We also include some patterns that we re-use and modify regularly, such as a simple interface to the NewsAPI and an Aylien Query Language generator.

Datascience Quickstarter Project

Also check out our open source bootstrapper for projects and demos: datascience-project-quickstarter

Models

Some demos show example workflows that are possible with off-the-shelf models from various places. But note that the internal models we build and train at Aylien are probably better than these ;-)

Contributing

If you have an idea, feel free to submit a PR, or open an issue for discussion.