This package provides the foundational Python classes and utilities used by all Python framework wrappers (Streamlit, Flask, Django, FastAPI, etc.).

Minimalist plotting for Python, inspired by Edward Tufte’s principles of data visualization. Maximising the data–ink ratio: remove non-essential lines, marks, and colours. Content-driven spines and ...

YouTube announced that it would stop supplying its streaming data to Billboard’s music charts beginning next month, signaling a major shift in how chart rankings could be calculated moving forward.

YouTube’s move to stop sharing streaming data for Billboard’s music charts could change how we think about metrics Billboard’s latest change, and YouTube’s subsequent action, point to a more ...

Lyor Cohen, the company's global head of music, argued that Billboard's formula for the charts doesn't put enough weight on ad-supported streams. By Ethan Millman Music Editor YouTube will stop ...

Songs streamed on YouTube will no longer count towards the Billboard charts, the platform announced in a blog yesterday (December 17). The change will take effect on January 16, 2026, according to ...

SEE ALSO: No, that AI country song isn't No. 1 on the Billboard chart. Yes, it is terrible. "Billboard uses an outdated formula that weights subscription-supported streams higher than ad-supported," ...

YouTube, one of the biggest music streaming platforms in the world, will no longer submit data to Billboard for its U.S. music charts starting early next year. As Cohen explained, YouTube’s main gripe ...

YouTube has released its 2025 Nigeria rankings, revealing the platforms, creators and music videos that defined Nigerian viewing habits this year. The streaming platform named gospel singer Akinade ...

YouTube has released its 2025 Vibe Check, showcasing the creators, songs, films, and internet moments that shaped the platform this year. The Trending Topics list became a true crossover, blending ...