quick earnings analysis with consensus Wall Street forecast, with past guidance, with peer industry trend.
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Updated
Apr 12, 2026 - Python
quick earnings analysis with consensus Wall Street forecast, with past guidance, with peer industry trend.
Automated earnings analysis and stock price prediction using LLMs and financial data
End-to-End Python implementation of Wu et al.'s (2025) ICAIF'25 paper. It translates unstructured earnings press releases into quantifiable market signals. Implements oLDA topic modeling, Transformer embeddings (BERT/FinBERT/MPNET), GPT-4o interpretability, and rigorous econometric analysis.
This script utilizes the SEC EDGAR API to download HTML copies of SEC filings in an easy-to-use, compliantly polite, and incredibly effective script.
📈 Analyze press releases to predict earnings announcement returns using structured data and natural language processing techniques.
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