12 Python libraries for free market data everyone should know:
yfinance
Data for stocks (historic, intraday, fundamental), FX, crypto, and options. Uses Yahoo Finance so any data available through Yahoo is available through yfinance.
pandas-datareader used to be part of the pandas project. Now an independent project. Includes data for stocks, FX, economic indicators, Fama-French factors, and many others.
Financial Statement Analysis with Large Language Models (LLMs)
A 54-page PDF:
The paper investigates whether an LLM can successfully perform financial statement analysis in a way similar to a professional human analyst.
The paper provides standardized and anonymous financial statements to GPT4 and instructs the model to analyze them to determine the direction of future earnings.