quick earnings analysis with consensus Wall Street forecast, with past guidance, with peer industry trend.
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Apr 12, 2026 - Python
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earnings-analysis
Here are 5 public repositories matching this topic...
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.
natural-language-processing scikit-learn pytorch econometrics topic-modeling quantitative-finance financial-data asset-pricing sec-edgar panel-data computational-finance lasso-regression explainable-ai shap huggingface transformer-models finbert research-replication earnings-analysis financial-text-analysis
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Oct 12, 2025 - Jupyter Notebook
Automated earnings analysis and stock price prediction using LLMs and financial data
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Nov 4, 2025 - Python
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.
money database investing requests data-analysis investments investment sec-edgar value-investing earnings investment-portfolio investment-analysis investor portfolio-management money-management edgar-api earnings-calls requests-library-python sec-edgar-api earnings-analysis
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Dec 10, 2025 - Python
📈 Analyze press releases to predict earnings announcement returns using structured data and natural language processing techniques.
scikit-learn pytorch econometrics topic-modeling quantitative-finance financial-data sec-edgar panel-data computational-finance lasso-regression explainable-ai shap huggingface transformer-models finbert research-replication earnings-analysis financial-text-analysis
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Apr 21, 2026 - Jupyter Notebook
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