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earnings-analysis

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SystemsCapital / SEC-FILING-DOWNLOAD

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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
  • Updated Dec 10, 2025
  • Python

dakshk11 / personal_finance

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Open-source personal finance command center: direct indexing, tax-loss harvesting, retirement planning, options research, and AI-assisted workflows.

python typescript nextjs ai-planning stock-analysis retirement-planning personal-finance-manager sec-filings fastapi ai-finance equity-research ai-agent wheel-strategy direct-indexing prompt-engineering ai-advisor earnings-analysis open-source-finance apenai tax-loss-harvesting
  • Updated Jun 24, 2026
  • Python
QuantAI

johnsxiongs / QuantAI

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Quant AI is an AI stock research assistant and AI quantitative research assistant for market data, charts, earnings, SEC filings, crypto, commodities, and investment theses. Official public hub for aiquant.io.

ai quant technical-analysis fundamental-analysis sec-filings market-analysis crypto-analysis quantitative-research quant-research investment-research equity-research financial-ai ai-stock-analysis llm-finance earnings-analysis aiquant quant-ai stock-research ai-quant-trading ai-investment-research
  • Updated Aug 3, 2026

asikur2745 / extracting_structure_press_releases_predicting_earnings_announcement_returns

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📈 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
  • Updated Sep 10, 2026
  • Jupyter Notebook

chirindaopensource / extracting_structure_press_releases_predicting_earnings_announcement_returns

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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
  • Updated Oct 12, 2025
  • Jupyter Notebook

Kartik281204 / Earning-Sentiment-Analyzer

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Scores real earnings press releases with a Loughran-McDonald finance dictionary and a from-scratch JAX transformer trained on Financial PhraseBank, then runs a proper market-model event study testing whether either score predicts post-earnings abnormal returns.

python nlp transformers market-data quantitative-finance market-research earnings event-study marketing-analytics jax market-intelligence market-analysis finance-nlp earnings-analysis market-model
  • Updated Aug 1, 2026
  • Python

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