The triangulation of ethical leader signals using qualitative, experimental, and data science methods

This additional text was labeled by the same coding team using Prodigy, [...] a flexible user interface tool built on top of spaCy, a leading open source library in python for natural language processing. We created a spaCy end‐to‐end project workflow including package versioning, data pre‐processing, data ingestion into a database, annotation sessions using Prodigy’s user interface, model training, model evaluation, python packaging, and visual app for testing the model.

coding data data science ethical experimental finance language language processing leader library natural natural language natural language processing open source package paper processing prodigy project python science spacy team text tool versioning workflow