PyData Tel Aviv 2025

Tal Mizrachi

Tal Mizrachi (a.k.a. Analysis Paralysis) is a data scientist, educator, and mentor on a mission to make data science, analytical thinking, and programming more approachable—and more fun than it already is. He loves helping people connect the dots, ask better questions, and build cool stuff with data. When he’s not wrangling datasets or teching Python in TAU, Tal is usually hanging out with his wife Adi, their two daughters, and a very large black dog.


Session

11-05
13:00
15min
Talk Less, Graph More: NLP, Networks and Musicals
Tal Mizrachi

Hamilton isn't just a groundbreaking musical—it's a web of lyrical motifs, callbacks, high fives over or heads and repeated phrases that echo across songs and acts.
In this talk, we explore how Natural Language Processing and graph theory can be combined to uncover the hidden structure of the corpus.

ML+analytics