This section provides practical examples, designed to provide clarity and spark inspiration for crafting your workflows. Each use case or cookbook walks through a different workflow, showing how to work with the SDK’s building blocks —its classes, methods, and functions— to process data, interpret the output, and apply the results in a research context. They might use both Bigdata.com SDKs:
  • bigdata-client: It provides easy-to-use methods to consume Bigdata.com services.
  • bigdata-research-tools: It provides building blocks for your financial research workflows, and has bigdata-client as dependency.

Build Your First RAG

Build a Retrieval-Augmented Generation solution with Bigdata.com

Narrative Miners

Track the “AI Bubble Concerns” narrative as it emerges and evolves across news, earnings calls, and regulatory filings.

Thematic Screeners

Systematically connect companies to investment themes using AI-powered analysis of earnings call transcripts.

Risk Analyzer

Quantify corporate vulnerability to geopolitical and economic threats by extracting risk signals from diverse financial documents and news.

AI Threats Report

Assess corporate resilience to AI disruption by measuring both vulnerability risks and strategic adoption initiatives across multiple data sources.

AI Regulatory Issues Report

Evaluate regulatory exposure and compliance strategies across tech companies using automated risk scoring from filings, transcripts, and news.

Pricing Power Analysis

Analyze competitive positioning and pricing advantages by tracking sentiment patterns in news coverage across company watchlists.

Board Management Monitoring

Monitor specific executives and board members across news coverage using entity tracking to analyze management exposure and media mention patterns.

Liquid Cooling Market Watch

Identify liquid cooling technology providers and adopters while tracking volume trends of news coverage for each company over time.

Docker Generator Service

Learn how to run your own financial brief generation service for your watchlist with a pre-built Docker image and the Bigdata API.

Election Monitor: Trump Reelection

Analyze corporate executive positioning toward a presidential election by detecting positive and negative impacts across executive transcripts.