Fine-tuning DistilBERT on senator tweets

A guide to fine-tuning DistilBERT on the tweets of American Senators with snscrape, SQLite, and Transformers (PyTorch) on Google Colab.

The ultimate reference for clean Pandas code

A curated collection of clean Pandas methods that I use to preprocess, investigate, aggregate, and analyze text data.

Making the jump from data analyst to data scientist in 2023

The skills and resources you need to transition from a data analyst to data scientist position.

Helping Crowdfight facilitate scientific collaborations

I led a team of five data scientists in collaboration with a team of data engineers in a six-month sprint to set up an automated data pipeline for Crowdfight, a non-profit dedicated to facilitating scientific collaborations, with Correlaid Netherlands.