From 3409dd513705a2518cdc859d3aa44785d8678e98 Mon Sep 17 00:00:00 2001 From: Noel Moreno Lemus Date: Thu, 29 Jan 2026 14:29:05 -0500 Subject: [PATCH 1/7] fix: convert dict to KernelSnapshot in kernel state endpoint The get_kernel_state method in ConversationalAgent returns a dict, but _snapshot_to_response expected a KernelSnapshot object. Added type checking and conversion logic to handle both cases. Fixes: 500 error on GET /api/sessions/{id}/kernel --- src/dsagent/server/routes/kernel.py | 12 +++++++++++- 1 file changed, 11 insertions(+), 1 deletion(-) diff --git a/src/dsagent/server/routes/kernel.py b/src/dsagent/server/routes/kernel.py index ae82f2f..de28fb3 100644 --- a/src/dsagent/server/routes/kernel.py +++ b/src/dsagent/server/routes/kernel.py @@ -70,7 +70,17 @@ async def get_kernel_state( # Get current kernel state from agent state = await asyncio.to_thread(agent.get_kernel_state) if state: - return _snapshot_to_response(state, is_running=True) + # Convert dict to KernelSnapshot if needed + from dsagent.session.models import KernelSnapshot + if isinstance(state, dict): + snapshot = KernelSnapshot( + variables=state.get("variables", {}), + dataframes=state.get("dataframes", {}), + imports=state.get("imports", []), + ) + else: + snapshot = state + return _snapshot_to_response(snapshot, is_running=True) return KernelStateResponse(is_running=True) except Exception as e: raise HTTPException( From 49b2f32c7eae155a803a457f9a9764a48b4ca456 Mon Sep 17 00:00:00 2001 From: Noel Moreno Lemus Date: Thu, 29 Jan 2026 14:31:55 -0500 Subject: [PATCH 2/7] chore: remove obsolete demo and examples directories These directories contained outdated code that no longer works with the current codebase: - demo/financial-mcp: old MCP demo - examples/: old usage examples and run outputs --- demo/financial-mcp/README.md | 92 - demo/financial-mcp/mcp.yaml | 27 - demo/financial-mcp/portfolio.csv | 9 - demo/financial-mcp/run_demo.sh | 51 - examples/basic_usage.py | 72 - examples/fastapi_example.py | 164 - .../runs/20260102_144716_020bfd/README.md | 9 - .../comparative_analysis_dashboard.png | Bin 453284 -> 0 bytes .../artifacts/executive_summary_report.txt | 146 - .../artifacts/financial_metrics_summary.csv | 7 - .../rd_investment_efficiency_analysis.png | Bin 535929 -> 0 bytes .../artifacts/revenue_rd_analysis.csv | 7 - .../artifacts/stock_performance_analysis.csv | 7 - 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Key de Financial Datasets** - - Regístrate en https://financialdatasets.ai - - Obtén tu API key gratuita - -2. **DSAgent con soporte MCP** - ```bash - pip install "datascience-agent[mcp]" - ``` - -## Configuración - -1. Exporta tu API key: - ```bash - export FINANCIAL_DATASETS_API_KEY="tu-api-key-aqui" - ``` - -2. El archivo `mcp.yaml` ya está configurado para conectarse al servidor MCP. - -## Herramientas MCP Disponibles - -| Herramienta | Descripción | -|-------------|-------------| -| `getCompanyFacts` | Info de empresa (market cap, sector, empleados) | -| `getIncomeStatement` | Estados de resultados | -| `getBalanceSheet` | Balance general | -| `getCashFlowStatement` | Flujo de caja | -| `getFinancialMetrics` | Ratios financieros históricos | -| `getFinancialMetricsSnapshot` | Métricas de valuación actuales | -| `getStockPrices` | Precios históricos de acciones | -| `getStockPriceSnapshot` | Precio actual de acciones | -| `getFilings` | Lista de reportes SEC | -| `getNews` | Noticias recientes | - -## Ejemplos de Uso - -### Análisis de una empresa (NVIDIA) - -```bash -dsagent "Obtén los datos financieros de NVIDIA (NVDA) incluyendo income statement, \ -balance sheet y métricas financieras de los últimos 3 años. \ -Analiza la tendencia de ingresos, márgenes y crecimiento. \ -Crea visualizaciones de las métricas clave." \ - --data ./portfolio.csv \ - --mcp-config ./mcp.yaml \ - --model gpt-4o -``` - -### Comparación de empresas tech - -```bash -dsagent "Compara las métricas financieras de Apple (AAPL), Microsoft (MSFT) y Google (GOOGL). \ -Obtén los datos de valuación, rentabilidad y crecimiento. \ -Crea una tabla comparativa y gráficos." \ - --data ./portfolio.csv \ - --mcp-config ./mcp.yaml \ - --model gpt-4o -``` - -### Análisis de precios y noticias - -```bash -dsagent "Obtén los precios históricos de Tesla (TSLA) del último año \ -y las noticias recientes. Analiza la correlación entre noticias \ -importantes y movimientos de precio." \ - --data ./portfolio.csv \ - --mcp-config ./mcp.yaml \ - --model gpt-4o -``` - -## Archivo de Datos de Ejemplo - -El archivo `portfolio.csv` contiene un portfolio de ejemplo para análisis: - -```csv -ticker,shares,purchase_price,purchase_date -AAPL,100,150.00,2023-01-15 -NVDA,50,250.00,2023-03-20 -MSFT,75,280.00,2023-02-10 -GOOGL,30,120.00,2023-04-05 -``` - -## Notas - -- La API tiene límites de rate limiting en el tier gratuito -- Algunos datos requieren suscripción premium -- Los datos están disponibles para +30,000 tickers con 30+ años de historia diff --git a/demo/financial-mcp/mcp.yaml b/demo/financial-mcp/mcp.yaml deleted file mode 100644 index 2f23850..0000000 --- a/demo/financial-mcp/mcp.yaml +++ /dev/null @@ -1,27 +0,0 @@ -# Financial Datasets MCP Configuration -# Get your API key at: https://financialdatasets.ai -# -# Available tools: -# - getCompanyFacts: Company info (market cap, sector, employees) -# - getIncomeStatement: Income statements (revenue, net income, etc.) -# - getBalanceSheet: Balance sheet data (assets, liabilities) -# - getCashFlowStatement: Cash flow data -# - getFinancialMetrics: Financial ratios and indicators -# - getFinancialMetricsSnapshot: Current valuation metrics -# - getStockPrices: Historical stock prices -# - getStockPriceSnapshot: Real-time stock price -# - getFilings: SEC filings list -# - getNews: Recent news articles - -servers: - - name: financial_datasets - transport: stdio - command: - - "npx" - - "-y" - - "mcp-remote" - - "https://mcp.financialdatasets.ai/api" - - "--header" - - "X-API-KEY:${FINANCIAL_DATASETS_API_KEY}" - env: - FINANCIAL_DATASETS_API_KEY: "${FINANCIAL_DATASETS_API_KEY}" diff --git a/demo/financial-mcp/portfolio.csv b/demo/financial-mcp/portfolio.csv deleted file mode 100644 index 2a222dd..0000000 --- a/demo/financial-mcp/portfolio.csv +++ /dev/null @@ -1,9 +0,0 @@ -ticker,shares,purchase_price,purchase_date,sector -AAPL,100,150.00,2023-01-15,Technology -NVDA,50,250.00,2023-03-20,Technology -MSFT,75,280.00,2023-02-10,Technology -GOOGL,30,120.00,2023-04-05,Technology -AMZN,40,105.00,2023-05-12,Consumer Cyclical -TSLA,25,180.00,2023-06-01,Automotive -JPM,60,140.00,2023-02-28,Financial Services -JNJ,45,160.00,2023-03-15,Healthcare diff --git a/demo/financial-mcp/run_demo.sh b/demo/financial-mcp/run_demo.sh deleted file mode 100755 index f7027ac..0000000 --- a/demo/financial-mcp/run_demo.sh +++ /dev/null @@ -1,51 +0,0 @@ -#!/bin/bash -# Financial Datasets MCP Demo -# Usage: ./run_demo.sh [your-api-key] - -SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)" - -# Check for API key -if [ -z "$FINANCIAL_DATASETS_API_KEY" ]; then - if [ -n "$1" ]; then - export FINANCIAL_DATASETS_API_KEY="$1" - else - echo "Error: FINANCIAL_DATASETS_API_KEY not set" - echo "" - echo "Usage:" - echo " export FINANCIAL_DATASETS_API_KEY='your-key'" - echo " ./run_demo.sh" - echo "" - echo "Or:" - echo " ./run_demo.sh your-api-key" - echo "" - echo "Get your free API key at: https://financialdatasets.ai" - exit 1 - fi -fi - -echo "==============================================" -echo "Financial Datasets MCP Demo" -echo "==============================================" -echo "" -echo "This demo will:" -echo "1. Connect to Financial Datasets MCP server" -echo "2. Fetch financial data for NVIDIA (NVDA)" -echo "3. Analyze income statements and metrics" -echo "4. Create visualizations" -echo "" -echo "Press Enter to start..." -read - -dsagent "Analiza los datos financieros de NVIDIA (NVDA): -1. Obtén la información de la empresa (getCompanyFacts) -2. Obtén los income statements de los últimos 4 trimestres (getIncomeStatement) -3. Obtén las métricas financieras actuales (getFinancialMetricsSnapshot) -4. Obtén los precios de la acción del último mes (getStockPrices) - -Con estos datos: -- Crea un resumen de la empresa -- Analiza la tendencia de ingresos y márgenes -- Visualiza el precio de la acción -- Da una conclusión sobre la salud financiera de la empresa" \ - --mcp-config "$SCRIPT_DIR/mcp.yaml" \ - --model claude-3-sonnet-20240229 diff --git a/examples/basic_usage.py b/examples/basic_usage.py deleted file mode 100644 index 9f08a27..0000000 --- a/examples/basic_usage.py +++ /dev/null @@ -1,72 +0,0 @@ -#!/usr/bin/env python3 -"""Basic usage example for the Aiuda Planner Agent. - -This example demonstrates: -1. Creating a simple dataset -2. Running the agent to analyze it -3. Getting the results and generated notebook -""" - -import os -from pathlib import Path - -# Ensure we have an API key -if not os.getenv("OPENAI_API_KEY"): - print("Please set OPENAI_API_KEY environment variable") - print("export OPENAI_API_KEY=sk-your-key-here") - exit(1) - -from dsagent import PlannerAgent - - -def main(): - # Create a workspace directory - workspace = Path("./workspace") - workspace.mkdir(exist_ok=True) - - # Create a sample dataset - sample_data = """date,product,region,sales,units -2024-01-01,Widget A,North,1200,45 -2024-01-01,Widget A,South,980,38 -2024-01-01,Widget B,North,2100,62 -2024-01-01,Widget B,South,1850,55 -2024-01-02,Widget A,North,1350,52 -2024-01-02,Widget A,South,1100,42 -2024-01-02,Widget B,North,2250,68 -2024-01-02,Widget B,South,1920,58 -2024-01-03,Widget A,North,1180,44 -2024-01-03,Widget A,South,890,35 -2024-01-03,Widget B,North,2050,60 -2024-01-03,Widget B,South,1780,53 -""" - (workspace / "sales_data.csv").write_text(sample_data) - print(f"Created sample data at: {workspace / 'sales_data.csv'}") - - # Create and run the agent - print("\n" + "=" * 60) - print("Starting Aiuda Planner Agent") - print("=" * 60) - - with PlannerAgent( - model="gpt-4o", - workspace=workspace, - verbose=True, - ) as agent: - result = agent.run( - "Analyze the sales_data.csv file. " - "Calculate total sales by product and region. " - "Create a visualization showing the comparison. " - "Identify the best performing product-region combination." - ) - - # Print results - print("\n" + "=" * 60) - print("RESULTS") - print("=" * 60) - print(f"\nAnswer:\n{result.answer}") - print(f"\nNotebook saved to: {result.notebook_path}") - print(f"Rounds used: {result.rounds}") - - -if __name__ == "__main__": - main() diff --git a/examples/fastapi_example.py b/examples/fastapi_example.py deleted file mode 100644 index 3727c1a..0000000 --- a/examples/fastapi_example.py +++ /dev/null @@ -1,164 +0,0 @@ -#!/usr/bin/env python3 -"""FastAPI integration example for the Aiuda Planner Agent. - -This example demonstrates: -1. Creating a REST API for the agent -2. Server-Sent Events (SSE) streaming -3. Session management for multiple users - -Run with: - pip install "aiuda-planner-agent[api]" - uvicorn fastapi_example:app --reload - -Test with: - curl -X POST "http://localhost:8000/analyze" \ - -H "Content-Type: application/json" \ - -d '{"task": "Analyze data and find trends"}' -""" - -import os -import asyncio -from uuid import uuid4 -from pathlib import Path -from typing import Optional - -from fastapi import FastAPI, HTTPException -from fastapi.responses import StreamingResponse -from pydantic import BaseModel - -from dsagent import PlannerAgent, EventType - -# Create FastAPI app -app = FastAPI( - title="Aiuda Planner Agent API", - description="REST API for the AI Planner Agent", - version="0.1.0", -) - -# Store active sessions -active_sessions: dict[str, PlannerAgent] = {} - - -class AnalyzeRequest(BaseModel): - """Request model for analysis.""" - task: str - model: str = "gpt-4o" - session_id: Optional[str] = None - - -class AnalyzeResponse(BaseModel): - """Response model for synchronous analysis.""" - answer: str - notebook_path: Optional[str] - rounds: int - success: bool - - -@app.post("/analyze", response_model=AnalyzeResponse) -async def analyze_sync(request: AnalyzeRequest): - """Run analysis synchronously and return result.""" - workspace = Path(f"./workspaces/{request.session_id or uuid4()}") - workspace.mkdir(parents=True, exist_ok=True) - - with PlannerAgent( - model=request.model, - workspace=workspace, - session_id=request.session_id, - verbose=False, - ) as agent: - result = agent.run(request.task) - - return AnalyzeResponse( - answer=result.answer, - notebook_path=str(result.notebook_path) if result.notebook_path else None, - rounds=result.rounds, - success=result.success, - ) - - -@app.post("/analyze/stream") -async def analyze_stream(request: AnalyzeRequest): - """Run analysis with Server-Sent Events streaming.""" - - async def event_generator(): - session_id = request.session_id or str(uuid4()) - workspace = Path(f"./workspaces/{session_id}") - workspace.mkdir(parents=True, exist_ok=True) - - agent = PlannerAgent( - model=request.model, - workspace=workspace, - session_id=session_id, - verbose=False, - ) - agent.start() - active_sessions[session_id] = agent - - try: - for event in agent.run_stream(request.task): - # Convert event to SSE format - sse_data = event.to_sse() - yield f"data: {sse_data}\n\n" - - # Small delay to prevent overwhelming the client - await asyncio.sleep(0.01) - - # Generate notebook and send final result - result = agent.get_result() - final_data = { - "type": "result", - "answer": result.answer, - "notebook_path": str(result.notebook_path) if result.notebook_path else None, - "rounds": result.rounds, - "success": result.success, - } - import json - yield f"data: {json.dumps(final_data)}\n\n" - - finally: - agent.shutdown() - active_sessions.pop(session_id, None) - - return StreamingResponse( - event_generator(), - media_type="text/event-stream", - headers={ - "Cache-Control": "no-cache", - "Connection": "keep-alive", - }, - ) - - -@app.get("/sessions/{session_id}/state") -async def get_session_state(session_id: str): - """Get state of an active session.""" - agent = active_sessions.get(session_id) - if not agent: - raise HTTPException(status_code=404, detail="Session not found") - - return {"state": agent.serialize_state()} - - -@app.delete("/sessions/{session_id}") -async def stop_session(session_id: str): - """Stop an active session.""" - agent = active_sessions.pop(session_id, None) - if not agent: - raise HTTPException(status_code=404, detail="Session not found") - - agent.shutdown() - return {"status": "stopped", "session_id": session_id} - - -@app.get("/health") -async def health_check(): - """Health check endpoint.""" - return { - "status": "healthy", - "active_sessions": len(active_sessions), - } - - -if __name__ == "__main__": - import uvicorn - uvicorn.run(app, host="0.0.0.0", port=8000) diff --git a/examples/runs/20260102_144716_020bfd/README.md b/examples/runs/20260102_144716_020bfd/README.md deleted file mode 100644 index 11bda8b..0000000 --- a/examples/runs/20260102_144716_020bfd/README.md +++ /dev/null @@ -1,9 +0,0 @@ - -```bash -dsagent "Retrieve financial data from the mcp.financialdatasets.ai API and perform a comparative analysis of -major Big Tech AI companies over the past year. Focus on metrics such as revenue growth, R&D or AI-related -investments, profitability, and market performance. Summarize key insights and generate visualizations to -support the comparison." ---workspace examples --mcp-config demo/financial-mcp/mcp.yaml --model claude-sonnet-4-5-20250929 -``` - diff --git a/examples/runs/20260102_144716_020bfd/artifacts/comparative_analysis_dashboard.png b/examples/runs/20260102_144716_020bfd/artifacts/comparative_analysis_dashboard.png deleted file mode 100644 index 1090db4aa1aded94f3e7b91141ce1b4427980ddd..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 453284 zcmeEug;$hq*DoNT3<63>hefG$r-UL3NGT{K-QB`af{02eC@?hAAR*ldNJuvfEiu&4 zIm5uY?)RL>_c`mV?>{)K<*Gu_;`5AigMasi5t@-RnHdA z&(9gZT<0c>VgF2=dETYl}snCI9;+)92q` znlp$xFd@^#wwo^W$X#SMJ3oq2Am5U=k3@y(+F{P zYpiCq%Tkm5%Ss1(7WlqKbm!R#igj=>GW=a{tl|LA<*UZGhw;hMJ{SkBY&B+7#kETba5Z&ZH<5vk^CW~xm5Fjp&XaaNkj{Utkf!&(DSs1?|_(`$%>eaA!gy6o#3B~7T|PMfasqGQKVdP ziWC#|K9v(S?)fh&9j5&zY3@AlF0-E;bzABG`8I~_q_AdxI^SQ8==<*cI{bOd7VrMuv(vq&jLZBEQ(}xf2V0Hj7>E4O<{XQ@WP2gYEN#F)`vAElcdiDjaIxlC}lciYKD_~OmpAR<1 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a/examples/runs/20260102_144716_020bfd/artifacts/executive_summary_report.txt b/examples/runs/20260102_144716_020bfd/artifacts/executive_summary_report.txt deleted file mode 100644 index 3730a28..0000000 --- a/examples/runs/20260102_144716_020bfd/artifacts/executive_summary_report.txt +++ /dev/null @@ -1,146 +0,0 @@ -================================================================================ -EXECUTIVE SUMMARY: BIG TECH AI COMPANIES COMPARATIVE ANALYSIS -================================================================================ - -Analysis Period: January 2025 - January 2026 -Companies Analyzed: Microsoft, Apple, Alphabet (Google), Amazon, Meta, NVIDIA - -================================================================================ -KEY FINDINGS & STRATEGIC INSIGHTS -================================================================================ - -1. AI LEADERSHIP & MARKET DOMINANCE --------------------------------------------------------------------------------- - NVIDIA emerges as the clear AI infrastructure leader: - • Largest market cap: $4.6 trillion - • Highest revenue growth: 13.3% (far exceeding peers) - • Exceptional profitability: 53% net margin, 62% operating margin - • Stock return: +37% (2nd best performer) - - Key Insight: NVIDIA's dominance in AI chips (GPUs) positions it as the - 'picks and shovels' provider of the AI revolution, benefiting from all - other companies' AI investments. - -2. ALPHABET (GOOGLE): THE SURPRISE WINNER --------------------------------------------------------------------------------- - Alphabet delivered the best stock performance: - • Stock return: +66.5% (best among all six) - • Strong revenue growth: 3.8% - • Solid profitability: 32% net margin - • Heavy R&D investment: $55.6B (14.4% of revenue) - - Key Insight: Market recognizes Google's AI integration (Gemini, Search AI) - and cloud growth potential. However, high volatility (99% range) indicates - significant uncertainty and risk. - -3. R&D INVESTMENT PATTERNS --------------------------------------------------------------------------------- - Total industry R&D spending: $295.1 billion (last 4 quarters) - - Investment Leaders: - • Amazon: $102.7B total (14.9% of revenue) - AWS AI infrastructure - • Alphabet: $55.6B total (14.4% of revenue) - AI models & cloud - • Meta: $52.4B total (27.7% of revenue!) - Metaverse & AI - - Key Insight: Meta's extraordinary 27.7% R&D intensity reflects aggressive - AI and metaverse investments, but resulted in -18% earnings growth, - raising questions about ROI and capital efficiency. - -4. PROFITABILITY & EFFICIENCY ANALYSIS --------------------------------------------------------------------------------- - Profitability Champions: - • NVIDIA: 53% net margin (exceptional for hardware) - • Microsoft: 36% net margin (software/cloud efficiency) - • Alphabet: 32% net margin (advertising + cloud) - - Efficiency Leaders (ROE): - • Apple: 152% ROE (capital-light model, massive buybacks) - • NVIDIA: 83% ROE (high-margin AI chips) - • Alphabet: 32% ROE - - Concern: Amazon's 11% net margin remains lowest, despite massive scale. - Retail operations continue to pressure overall profitability. - -5. STOCK PERFORMANCE & RISK PROFILE --------------------------------------------------------------------------------- - All six companies delivered positive returns (average: +23.1%) - - Performance Ranking: - 1. Alphabet: +66.5% (HIGH risk - 99% volatility) - 2. NVIDIA: +36.9% (HIGH risk - 91% volatility) - 3. Microsoft: +12.9% (LOW risk - 45% volatility) - 4. Apple: +10.9% (LOW risk - 44% volatility) - 5. Meta: +8.9% (MODERATE risk - 52% volatility) - 6. Amazon: +2.9% (LOW risk - 44% volatility) - - Key Insight: Higher AI exposure correlates with higher returns BUT also - significantly higher volatility. Conservative investors may prefer - Microsoft or Apple for AI exposure with lower risk. - -================================================================================ -INVESTMENT RECOMMENDATIONS BY INVESTOR PROFILE -================================================================================ - -GROWTH INVESTORS (High Risk Tolerance): - 1. NVIDIA - Pure AI infrastructure play, exceptional growth & margins - 2. Alphabet - Strong AI integration, cloud growth, attractive valuation (P/E: 31) - Rationale: Highest growth potential, leading AI capabilities - -BALANCED INVESTORS (Moderate Risk): - 1. Microsoft - Steady growth, Azure AI leadership, enterprise dominance - 2. Apple - Strong ecosystem, emerging AI features, capital returns - Rationale: Solid fundamentals, lower volatility, consistent performance - -VALUE/INCOME INVESTORS (Low Risk): - 1. Apple - Lowest volatility, strong cash flow, shareholder returns - 2. Microsoft - Predictable revenue, dividend growth, enterprise stability - Rationale: Defensive qualities, proven business models, lower drawdowns - -AVOID/CAUTION: - • Meta - Negative earnings growth (-18%), unclear metaverse ROI - • Amazon - Lowest margins, modest returns despite massive R&D - -================================================================================ -STRATEGIC THEMES & FUTURE OUTLOOK -================================================================================ - -1. AI Infrastructure Dominance: NVIDIA's GPU monopoly creates pricing power - and exceptional margins. Watch for competition from custom chips (Google TPU, - Amazon Trainium, Microsoft Maia). - -2. Cloud AI Integration: Microsoft (Azure AI), Alphabet (Vertex AI), and - Amazon (Bedrock) are racing to monetize AI through cloud platforms. - Microsoft currently leads in enterprise AI adoption. - -3. Consumer AI Applications: Apple's on-device AI and Google's Search AI - integration will drive next phase of growth. Watch for AI-driven - hardware refresh cycles. - -4. R&D Efficiency Concerns: Meta's 27.7% R&D spending with negative earnings - growth raises questions. Investors should monitor ROI on AI investments - across all companies. - -5. Regulatory Risks: All six face antitrust scrutiny. AI regulation could - impact competitive dynamics and profitability. - -================================================================================ -CONCLUSION -================================================================================ - -The Big Tech AI race is creating unprecedented value ($20 trillion combined -market cap) but with significant differentiation: - -• NVIDIA: Clear AI infrastructure winner - highest growth & profitability -• Microsoft: Best balanced play - growth + stability + enterprise AI -• Alphabet: Highest upside potential but with elevated risk -• Apple: Defensive quality play with emerging AI catalysts -• Meta: High risk turnaround story - execution concerns remain -• Amazon: Solid but unexciting - margins remain a challenge - -All six companies are investing heavily in AI ($295B combined R&D), but -monetization strategies and execution vary significantly. Investors should -align choices with risk tolerance and investment horizon. - -================================================================================ -END OF REPORT -================================================================================ \ No newline at end of file diff --git a/examples/runs/20260102_144716_020bfd/artifacts/financial_metrics_summary.csv b/examples/runs/20260102_144716_020bfd/artifacts/financial_metrics_summary.csv deleted file mode 100644 index 360fb5b..0000000 --- a/examples/runs/20260102_144716_020bfd/artifacts/financial_metrics_summary.csv +++ /dev/null @@ -1,7 +0,0 @@ -,Market Cap (B),P/E Ratio,Revenue Growth,Earnings Growth,Net Margin,Operating Margin,Gross Margin,ROE,ROA,EPS,Free Cash Flow Yield -MSFT,3514.1,33.5,4.29,3.02,35.71,44.3,68.76,28.9,16.49,14.11,2.22 -AAPL,4016.12,35.86,1.84,12.82,26.92,31.89,46.91,151.91,31.18,7.55,2.46 -GOOGL,3816.54,30.72,3.79,7.51,32.23,39.55,59.17,32.12,23.16,10.27,1.93 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-Apple,416.161,34.55,8.302075398703867,-17.565567176186647 -Alphabet (Google),385.477,55.631,14.431730038368048,6.092112492095917 -Amazon,691.33,102.693,14.85441106273415,-4.059278350515458 -Meta (Facebook),189.457,52.416,27.666436183408372,5.904722537976644 -NVIDIA,187.142,16.698999999999998,8.923170640476215,44.939106557168635 diff --git a/examples/runs/20260102_144716_020bfd/artifacts/stock_performance_analysis.csv b/examples/runs/20260102_144716_020bfd/artifacts/stock_performance_analysis.csv deleted file mode 100644 index 11b0953..0000000 --- a/examples/runs/20260102_144716_020bfd/artifacts/stock_performance_analysis.csv +++ /dev/null @@ -1,7 +0,0 @@ -Company,Start Price,End Price,Year Return (%),Year High,Year Low,Max Gain (%),Max Drawdown (%),Volatility Range (%) -Microsoft,418.58,472.39,12.855368149457691,555.45,367.24,32.698647809259896,-12.265277844139705,44.9639256533996 -Apple,243.85,270.48,10.920647939306962,277.7,169.21,13.88148451917162,-30.608980930900138,44.49046545007176 -Alphabet (Google),189.43,315.32,66.45726653645146,328.83,140.53,73.58918861848703,-25.814284960143592,99.40347357863062 -Amazon,220.22,226.49,2.8471528471528518,258.6,161.38,17.42802651893562,-26.7187358096449,44.14676232858052 -Meta (Facebook),599.24,652.28,8.851211534610501,790.8,479.8,31.9671584006408,-19.931913757426074,51.89907215806687 -NVIDIA,138.31,189.29,36.859229267587295,212.19,86.62,53.41623888366712,-37.372568867037806,90.78880775070493 diff --git a/examples/runs/20260102_144716_020bfd/logs/events.jsonl b/examples/runs/20260102_144716_020bfd/logs/events.jsonl deleted file mode 100644 index d514988..0000000 --- a/examples/runs/20260102_144716_020bfd/logs/events.jsonl +++ /dev/null @@ -1,63 +0,0 @@ -{"event_id": 1, "timestamp": "2026-01-02T14:47:16.032248", "round": 0, "type": "session_start", "data": {"run_id": "20260102_144716_020bfd", "workspace": "/Users/nmlemus/projects/aiudalabs.com/mvps/aiuda-planner-agent/examples", "start_time": "2026-01-02T14:47:16.028527"}} -{"event_id": 2, "timestamp": "2026-01-02T14:47:22.055992", "round": 1, "type": "round_start", "data": {"round": 1}} -{"event_id": 3, "timestamp": "2026-01-02T14:47:22.056229", "round": 1, "type": "llm_request", "data": {"model": "claude-sonnet-4-5-20250929", "prompt": "Task: Retrieve financial data from the mcp.financialdatasets.ai API and perform a comparative analysis of major Big Tech AI companies over the past year. Focus on metrics such as revenue growth, R&D or AI-related investments, profitability, and market performance. Summarize key insights and generate visualizations to support the comparison.", "messages_count": 2, "temperature": 0.3, "max_tokens": 4096}} -{"event_id": 4, "timestamp": "2026-01-02T14:47:42.943509", "round": 1, "type": "llm_response", "data": {"response": "Now let me retrieve historical stock prices for the past year and financial statements:", "tokens_used": 0, "latency_ms": 31536.623001098633, "model": "claude-sonnet-4-5-20250929", "response_length": 87}} -{"event_id": 5, "timestamp": "2026-01-02T14:47:42.943770", "round": 1, "type": "round_end", "data": {"round": 1}} -{"event_id": 6, "timestamp": "2026-01-02T14:47:42.943918", "round": 2, "type": "round_start", "data": {"round": 2}} -{"event_id": 7, "timestamp": "2026-01-02T14:47:42.943996", "round": 2, "type": "llm_request", "data": {"model": "claude-sonnet-4-5-20250929", "prompt": "Please continue with the next step of your plan.", "messages_count": 11, "temperature": 0.3, "max_tokens": 4096}} -{"event_id": 8, "timestamp": "2026-01-02T14:48:09.167016", "round": 2, "type": "llm_response", "data": {"response": "\n1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots\n2. [x] Retrieve historical stock price data for the past year for each company\n3. [ ] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company\n4. [ ] Retrieve financial metrics snapshots for key performance indicators\n5. [ ] Load and explore all retrieved data\n6. [ ] Analyze revenue growth trends across companies\n7. [ ] Analyze R&D investments and profitability metrics\n8. [ ] Analyze market performance (stock price movements, returns)\n9. [ ] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance)\n10. [ ] Generate summary statistics and key insights\n11. [ ] Create a comprehensive comparison dashboard\n12. [ ] Provide final summary with actionable insights and recommendations\n\n\n\nGood! I've successfully retrieved stock price data for all 6 companies for the past year. Now I need to retrieve their financial statements and metrics. Let me get the income statements, balance sheets, and financial metrics for each company. I'll request quarterly data to see the most recent trends.\n\n\nNow let me retrieve the financial statements and metrics for these companies:", "tokens_used": 0, "latency_ms": 33845.21198272705, "model": "claude-sonnet-4-5-20250929", "response_length": 1279}} -{"event_id": 9, "timestamp": "2026-01-02T14:48:09.167918", "round": 2, "type": "plan_update", "data": {"plan_text": "1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots\n2. [x] Retrieve historical stock price data for the past year for each company\n3. [ ] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company\n4. [ ] Retrieve financial metrics snapshots for key performance indicators\n5. [ ] Load and explore all retrieved data\n6. [ ] Analyze revenue growth trends across companies\n7. [ ] Analyze R&D investments and profitability metrics\n8. [ ] Analyze market performance (stock price movements, returns)\n9. [ ] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance)\n10. [ ] Generate summary statistics and key insights\n11. [ ] Create a comprehensive comparison dashboard\n12. [ ] Provide final summary with actionable insights and recommendations", "completed_steps": 2, "total_steps": 12, "reason": null}} -{"event_id": 10, "timestamp": "2026-01-02T14:48:09.168247", "round": 2, "type": "thinking", "data": {"thinking": "Good! I've successfully retrieved stock price data for all 6 companies for the past year. Now I need to retrieve their financial statements and metrics. Let me get the income statements, balance sheets, and financial metrics for each company. I'll request quarterly data to see the most recent trends.", "length": 301}} -{"event_id": 11, "timestamp": "2026-01-02T14:48:09.168361", "round": 2, "type": "round_end", "data": {"round": 2}} -{"event_id": 12, "timestamp": "2026-01-02T14:48:09.168607", "round": 3, "type": "round_start", "data": {"round": 3}} -{"event_id": 13, "timestamp": "2026-01-02T14:48:09.168734", "round": 3, "type": "llm_request", "data": {"model": "claude-sonnet-4-5-20250929", "prompt": "Please continue with the next step of your plan.", "messages_count": 20, "temperature": 0.3, "max_tokens": 4096}} -{"event_id": 14, "timestamp": "2026-01-02T14:48:28.002185", "round": 3, "type": "llm_response", "data": {"response": "Now let me retrieve the financial metrics snapshots:", "tokens_used": 0, "latency_ms": 27717.62442588806, "model": "claude-sonnet-4-5-20250929", "response_length": 52}} -{"event_id": 15, "timestamp": "2026-01-02T14:48:28.002521", "round": 3, "type": "round_end", "data": {"round": 3}} -{"event_id": 16, "timestamp": "2026-01-02T14:48:28.002713", "round": 4, "type": "round_start", "data": {"round": 4}} -{"event_id": 17, "timestamp": "2026-01-02T14:48:28.002824", "round": 4, "type": "llm_request", "data": {"model": "claude-sonnet-4-5-20250929", "prompt": "Please continue with the next step of your plan.", "messages_count": 29, "temperature": 0.3, "max_tokens": 4096}} -{"event_id": 18, "timestamp": "2026-01-02T14:49:03.860982", "round": 4, "type": "llm_response", "data": {"response": "\n1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots\n2. [x] Retrieve historical stock price data for the past year for each company\n3. [x] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company\n4. [x] Retrieve financial metrics snapshots for key performance indicators\n5. [ ] Load and explore all retrieved data\n6. [ ] Analyze revenue growth trends across companies\n7. [ ] Analyze R&D investments and profitability metrics\n8. [ ] Analyze market performance (stock price movements, returns)\n9. [ ] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance)\n10. [ ] Generate summary statistics and key insights\n11. [ ] Create a comprehensive comparison dashboard\n12. [ ] Provide final summary with actionable insights and recommendations\n\n\nNow let me load and analyze all the data I've retrieved:\n\n\nimport pandas as pd\nimport numpy as np\nimport matplotlib.pyplot as plt\nimport seaborn as sns\nfrom datetime import datetime\nimport warnings\nwarnings.filterwarnings('ignore')\n\n# Set style for better-looking plots\nsns.set_style(\"whitegrid\")\nplt.rcParams['figure.figsize'] = (14, 8)\nplt.rcParams['font.size'] = 10\n\n# Define the companies\ncompanies = ['MSFT', 'AAPL', 'GOOGL', 'AMZN', 'META', 'NVDA']\ncompany_names = {\n 'MSFT': 'Microsoft',\n 'AAPL': 'Apple',\n 'GOOGL': 'Alphabet (Google)',\n 'AMZN': 'Amazon',\n 'META': 'Meta (Facebook)',\n 'NVDA': 'NVIDIA'\n}\n\n# Create a summary dataframe from financial metrics\nmetrics_data = {\n 'MSFT': {\n 'Market Cap (B)': 3514.10,\n 'P/E Ratio': 33.50,\n 'Revenue Growth': 4.29,\n 'Earnings Growth': 3.02,\n 'Net Margin': 35.71,\n 'Operating Margin': 44.30,\n 'Gross Margin': 68.76,\n 'ROE': 28.90,\n 'ROA': 16.49,\n 'EPS': 14.11,\n 'Free Cash Flow Yield': 2.22\n },\n 'AAPL': {\n 'Market Cap (B)': 4016.12,\n 'P/E Ratio': 35.86,\n 'Revenue Growth': 1.84,\n 'Earnings Growth': 12.82,\n 'Net Margin': 26.92,\n 'Operating Margin': 31.89,\n 'Gross Margin': 46.91,\n 'ROE': 151.91,\n 'ROA': 31.18,\n 'EPS': 7.55,\n 'Free Cash Flow Yield': 2.46\n },\n 'GOOGL': {\n 'Market Cap (B)': 3816.54,\n 'P/E Ratio': 30.72,\n 'Revenue Growth': 3.79,\n 'Earnings Growth': 7.51,\n 'Net Margin': 32.23,\n 'Operating Margin': 39.55,\n 'Gross Margin': 59.17,\n 'ROE': 32.12,\n 'ROA': 23.16,\n 'EPS': 10.27,\n 'Free Cash Flow Yield': 1.93\n },\n 'AMZN': {\n 'Market Cap (B)': 2416.81,\n 'P/E Ratio': 31.60,\n 'Revenue Growth': 3.18,\n 'Earnings Growth': 8.30,\n 'Net Margin': 11.06,\n 'Operating Margin': 13.76,\n 'Gross Margin': 50.05,\n 'ROE': 20.69,\n 'ROA': 10.51,\n 'EPS': 7.17,\n 'Free Cash Flow Yield': 0.61\n },\n 'META': {\n 'Market Cap (B)': 1640.77,\n 'P/E Ratio': 28.03,\n 'Revenue Growth': 5.96,\n 'Earnings Growth': -18.15,\n 'Net Margin': 30.89,\n 'Operating Margin': 44.41,\n 'Gross Margin': 82.00,\n 'ROE': 30.16,\n 'ROA': 19.26,\n 'EPS': 23.30,\n 'Free Cash Flow Yield': 2.73\n },\n 'NVDA': {\n 'Market Cap (B)': 4603.51,\n 'P/E Ratio': 46.41,\n 'Revenue Growth': 13.27,\n 'Earnings Growth': 14.55,\n 'Net Margin': 53.01,\n 'Operating Margin': 62.26,\n 'Gross Margin': 70.05,\n 'ROE': 83.43,\n 'ROA': 61.56,\n 'EPS': 4.08,\n 'Free Cash Flow Yield': 1.68\n }\n}\n\ndf_metrics = pd.DataFrame(metrics_data).T\nprint(\"=\" * 80)\nprint(\"BIG TECH AI COMPANIES - KEY FINANCIAL METRICS SNAPSHOT\")\nprint(\"=\" * 80)\nprint(df_metrics.round(2))\nprint(\"\\n\")\n\n# Save to CSV\ndf_metrics.to_csv('artifacts/financial_metrics_summary.csv')\nprint(\"✓ Saved financial metrics summary to artifacts/financial_metrics_summary.csv\")\n", "tokens_used": 0, "latency_ms": 43429.3692111969, "model": "claude-sonnet-4-5-20250929", "response_length": 4021}} -{"event_id": 19, "timestamp": "2026-01-02T14:49:03.861994", "round": 4, "type": "plan_update", "data": {"plan_text": "1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots\n2. [x] Retrieve historical stock price data for the past year for each company\n3. [x] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company\n4. [x] Retrieve financial metrics snapshots for key performance indicators\n5. [ ] Load and explore all retrieved data\n6. [ ] Analyze revenue growth trends across companies\n7. [ ] Analyze R&D investments and profitability metrics\n8. [ ] Analyze market performance (stock price movements, returns)\n9. [ ] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance)\n10. [ ] Generate summary statistics and key insights\n11. [ ] Create a comprehensive comparison dashboard\n12. [ ] Provide final summary with actionable insights and recommendations", "completed_steps": 4, "total_steps": 12, "reason": null}} -{"event_id": 20, "timestamp": "2026-01-02T14:49:05.172451", "round": 4, "type": "code_execution", "data": {"code": "import pandas as pd\nimport numpy as np\nimport matplotlib.pyplot as plt\nimport seaborn as sns\nfrom datetime import datetime\nimport warnings\nwarnings.filterwarnings('ignore')\n\n# Set style for better-looking plots\nsns.set_style(\"whitegrid\")\nplt.rcParams['figure.figsize'] = (14, 8)\nplt.rcParams['font.size'] = 10\n\n# Define the companies\ncompanies = ['MSFT', 'AAPL', 'GOOGL', 'AMZN', 'META', 'NVDA']\ncompany_names = {\n 'MSFT': 'Microsoft',\n 'AAPL': 'Apple',\n 'GOOGL': 'Alphabet (Google)',\n 'AMZN': 'Amazon',\n 'META': 'Meta (Facebook)',\n 'NVDA': 'NVIDIA'\n}\n\n# Create a summary dataframe from financial metrics\nmetrics_data = {\n 'MSFT': {\n 'Market Cap (B)': 3514.10,\n 'P/E Ratio': 33.50,\n 'Revenue Growth': 4.29,\n 'Earnings Growth': 3.02,\n 'Net Margin': 35.71,\n 'Operating Margin': 44.30,\n 'Gross Margin': 68.76,\n 'ROE': 28.90,\n 'ROA': 16.49,\n 'EPS': 14.11,\n 'Free Cash Flow Yield': 2.22\n },\n 'AAPL': {\n 'Market Cap (B)': 4016.12,\n 'P/E Ratio': 35.86,\n 'Revenue Growth': 1.84,\n 'Earnings Growth': 12.82,\n 'Net Margin': 26.92,\n 'Operating Margin': 31.89,\n 'Gross Margin': 46.91,\n 'ROE': 151.91,\n 'ROA': 31.18,\n 'EPS': 7.55,\n 'Free Cash Flow Yield': 2.46\n },\n 'GOOGL': {\n 'Market Cap (B)': 3816.54,\n 'P/E Ratio': 30.72,\n 'Revenue Growth': 3.79,\n 'Earnings Growth': 7.51,\n 'Net Margin': 32.23,\n 'Operating Margin': 39.55,\n 'Gross Margin': 59.17,\n 'ROE': 32.12,\n 'ROA': 23.16,\n 'EPS': 10.27,\n 'Free Cash Flow Yield': 1.93\n },\n 'AMZN': {\n 'Market Cap (B)': 2416.81,\n 'P/E Ratio': 31.60,\n 'Revenue Growth': 3.18,\n 'Earnings Growth': 8.30,\n 'Net Margin': 11.06,\n 'Operating Margin': 13.76,\n 'Gross Margin': 50.05,\n 'ROE': 20.69,\n 'ROA': 10.51,\n 'EPS': 7.17,\n 'Free Cash Flow Yield': 0.61\n },\n 'META': {\n 'Market Cap (B)': 1640.77,\n 'P/E Ratio': 28.03,\n 'Revenue Growth': 5.96,\n 'Earnings Growth': -18.15,\n 'Net Margin': 30.89,\n 'Operating Margin': 44.41,\n 'Gross Margin': 82.00,\n 'ROE': 30.16,\n 'ROA': 19.26,\n 'EPS': 23.30,\n 'Free Cash Flow Yield': 2.73\n },\n 'NVDA': {\n 'Market Cap (B)': 4603.51,\n 'P/E Ratio': 46.41,\n 'Revenue Growth': 13.27,\n 'Earnings Growth': 14.55,\n 'Net Margin': 53.01,\n 'Operating Margin': 62.26,\n 'Gross Margin': 70.05,\n 'ROE': 83.43,\n 'ROA': 61.56,\n 'EPS': 4.08,\n 'Free Cash Flow Yield': 1.68\n }\n}\n\ndf_metrics = pd.DataFrame(metrics_data).T\nprint(\"=\" * 80)\nprint(\"BIG TECH AI COMPANIES - KEY FINANCIAL METRICS SNAPSHOT\")\nprint(\"=\" * 80)\nprint(df_metrics.round(2))\nprint(\"\\n\")\n\n# Save to CSV\ndf_metrics.to_csv('artifacts/financial_metrics_summary.csv')\nprint(\"✓ Saved financial metrics summary to artifacts/financial_metrics_summary.csv\")", "success": true, "output": "================================================================================\nBIG TECH AI COMPANIES - KEY FINANCIAL METRICS SNAPSHOT\n================================================================================\n Market Cap (B) P/E Ratio Revenue Growth Earnings Growth Net Margin \\\nMSFT 3514.10 33.50 4.29 3.02 35.71 \nAAPL 4016.12 35.86 1.84 12.82 26.92 \nGOOGL 3816.54 30.72 3.79 7.51 32.23 \nAMZN 2416.81 31.60 3.18 8.30 11.06 \nMETA 1640.77 28.03 5.96 -18.15 30.89 \nNVDA 4603.51 46.41 13.27 14.55 53.01 \n\n Operating Margin Gross Margin ROE ROA EPS \\\nMSFT 44.30 68.76 28.90 16.49 14.11 \nAAPL 31.89 46.91 151.91 31.18 7.55 \nGOOGL 39.55 59.17 32.12 23.16 10.27 \nAMZN 13.76 50.05 20.69 10.51 7.17 \nMETA 44.41 82.00 30.16 19.26 23.30 \nNVDA 62.26 70.05 83.43 61.56 4.08 \n\n Free Cash Flow Yield \nMSFT 2.22 \nAAPL 2.46 \nGOOGL 1.93 \nAMZN 0.61 \nMETA 2.73 \nNVDA 1.68 \n\n\n✓ Saved financial metrics summary to artifacts/financial_metrics_summary.csv\n", "error": null, "images_count": 0, "execution_time_ms": 1309.8931312561035, "code_lines": 116}} -{"event_id": 21, "timestamp": "2026-01-02T14:49:05.173367", "round": 4, "type": "round_end", "data": {"round": 4}} -{"event_id": 22, "timestamp": "2026-01-02T14:49:05.173438", "round": 5, "type": "round_start", "data": {"round": 5}} -{"event_id": 23, "timestamp": "2026-01-02T14:49:05.173471", "round": 5, "type": "llm_request", "data": {"model": "claude-sonnet-4-5-20250929", "prompt": "Code executed:\n```python\nimport pandas as pd\nimport numpy as np\nimport matplotlib.pyplot as plt\nimport seaborn as sns\nfrom datetime import datetime\nimport warnings\nwarnings.filterwarnings('ignore')\n\n# Set style for better-looking plots\nsns.set_style(\"whitegrid\")\nplt.rcParams['figure.figsize'] = (14, 8)\nplt.rcParams['font.size'] = 10\n\n# Define the companies\ncompanies = ['MSFT', 'AAPL', 'GOOGL', 'AMZN', 'META', 'NVDA']\ncompany_names = {\n 'MSFT': 'Microsoft',\n 'AAPL': 'Apple',\n 'GOOGL': 'Alphabet (Google)',\n 'AMZN': 'Amazon',\n 'META': 'Meta (Facebook)',\n 'NVDA': 'NVIDIA'\n}\n\n# Create a summary dataframe from financial metrics\nmetrics_data = {\n 'MSFT': {\n 'Market Cap (B)': 3514.10,\n 'P/E Ratio': 33.50,\n 'Revenue Growth': 4.29,\n 'Earnings Growth': 3.02,\n 'Net Margin': 35.71,\n 'Operating Margin': 44.30,\n 'Gross Margin': 68.76,\n 'ROE': 28.90,\n 'ROA': 16.49,\n 'EPS': 14.11,\n 'Free Cash Flow Yield': 2.22\n },\n 'AAPL': {\n 'Market Cap (B)': 4016.12,\n 'P/E Ratio': 35.86,\n 'Revenue Growth': 1.84,\n 'Earnings Growth': 12.82,\n 'Net Margin': 26.92,\n 'Operating Margin': 31.89,\n 'Gross Margin': 46.91,\n 'ROE': 151.91,\n 'ROA': 31.18,\n 'EPS': 7.55,\n 'Free Cash Flow Yield': 2.46\n },\n 'GOOGL': {\n 'Market Cap (B)': 3816.54,\n 'P/E Ratio': 30.72,\n 'Revenue Growth': 3.79,\n 'Earnings Growth': 7.51,\n 'Net Margin': 32.23,\n 'Operating Margin': 39.55,\n 'Gross Margin': 59.17,\n 'ROE': 32.12,\n 'ROA': 23.16,\n 'EPS': 10.27,\n 'Free Cash Flow Yield': 1.93\n },\n 'AMZN': {\n 'Market Cap (B)': 2416.81,\n 'P/E Ratio': 31.60,\n 'Revenue Growth': 3.18,\n 'Earnings Growth': 8.30,\n 'Net Margin': 11.06,\n 'Operating Margin': 13.76,\n 'Gross Margin': 50.05,\n 'ROE': 20.69,\n 'ROA': 10.51,\n 'EPS': 7.17,\n 'Free Cash Flow Yield': 0.61\n },\n 'META': {\n 'Market Cap (B)': 1640.77,\n 'P/E Ratio': 28.03,\n 'Revenue Growth': 5.96,\n 'Earnings Growth': -18.15,\n 'Net Margin': 30.89,\n 'Operating Margin': 44.41,\n 'Gross Margin': 82.00,\n 'ROE': 30.16,\n 'ROA': 19.26,\n 'EPS': 23.30,\n 'Free Cash Flow Yield': 2.73\n },\n 'NVDA': {\n 'Market Cap (B)': 4603.51,\n 'P/E Ratio': 46.41,\n 'Revenue Growth': 13.27,\n 'Earnings Growth': 14.55,\n 'Net Margin': 53.01,\n 'Operating Margin': 62.26,\n 'Gross Margin': 70.05,\n 'ROE': 83.43,\n 'ROA': 61.56,\n 'EPS': 4.08,\n 'Free Cash Flow Yield': 1.68\n }\n}\n\ndf_metrics = pd.DataFrame(metrics_data).T\nprint(\"=\" * 80)\nprint(\"BIG TECH AI COMPANIES - KEY FINANCIAL METRICS SNAPSHOT\")\nprint(\"=\" * 80)\nprint(df_metrics.round(2))\nprint(\"\\n\")\n\n# Save to CSV\ndf_metrics.to_csv('artifacts/financial_metrics_summary.csv')\nprint(\"✓ Saved financial metrics summary to artifacts/financial_metrics_summary.csv\")\n```\n\nOutput:\n================================================================================\nBIG TECH AI COMPANIES - KEY FINANCIAL METRICS SNAPSHOT\n================================================================================\n Market Cap (B) P/E Ratio Revenue Growth Earnings Growth Net Margin \\\nMSFT 3514.10 33.50 4.29 3.02 35.71 \nAAPL 4016.12 35.86 1.84 12.82 26.92 \nGOOGL 3816.54 30.72 3.79 7.51 32.23 \nAMZN 2416.81 31.60 3.18 8.30 11.06 \nMETA 1640.77 28.03 5.96 -18.15 30.89 \nNVDA 4603.51 46.41 13.27 14.55 53.01 \n\n Operating Margin Gross Margin ROE ROA EPS \\\nMSFT 44.30 68.76 28.90 16.49 14.11 \nAAPL 31.89 46.91 151.91 31.18 7.55 \nGOOGL 39.55 59.17 32.12 23.16 10.27 \nAMZN 13.76 50.05 20.69 10.51 7.17 \nMETA 44.41 82.00 30.16 19.26 23.30 \nNVDA 62.26 70.05 83.43 61.56 4.08 \n\n Free Cash Flow Yield \nMSFT 2.22 \nAAPL 2.46 \nGOOGL 1.93 \nAMZN 0.61 \nMETA 2.73 \nNVDA 1.68 \n\n\n✓ Saved financial metrics summary to artifacts/financial_metrics_summary.csv\n", "messages_count": 38, "temperature": 0.3, "max_tokens": 4096}} -{"event_id": 24, "timestamp": "2026-01-02T14:49:32.605664", "round": 5, "type": "llm_response", "data": {"response": "\n1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots\n2. [x] Retrieve historical stock price data for the past year for each company\n3. [x] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company\n4. [x] Retrieve financial metrics snapshots for key performance indicators\n5. [x] Load and explore all retrieved data\n6. [ ] Analyze revenue growth trends across companies\n7. [ ] Analyze R&D investments and profitability metrics\n8. [ ] Analyze market performance (stock price movements, returns)\n9. [ ] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance)\n10. [ ] Generate summary statistics and key insights\n11. [ ] Create a comprehensive comparison dashboard\n12. [ ] Provide final summary with actionable insights and recommendations\n\n\n\n# Analyze quarterly revenue trends and R&D investments\nquarterly_data = {\n 'MSFT': {\n 'Q1_2025': {'revenue': 69.632, 'rd': 7.917, 'net_income': 24.108},\n 'Q2_2025': {'revenue': 70.066, 'rd': 8.198, 'net_income': 25.824},\n 'Q3_2025': {'revenue': 76.441, 'rd': 8.829, 'net_income': 27.233},\n 'Q4_2025': {'revenue': 77.673, 'rd': 8.146, 'net_income': 27.747}\n },\n 'AAPL': {\n 'Q1_2025': {'revenue': 124.300, 'rd': 8.268, 'net_income': 36.330},\n 'Q2_2025': {'revenue': 95.359, 'rd': 8.550, 'net_income': 24.780},\n 'Q3_2025': {'revenue': 94.036, 'rd': 8.866, 'net_income': 23.434},\n 'Q4_2025': {'revenue': 102.466, 'rd': 8.866, 'net_income': 27.466}\n },\n 'GOOGL': {\n 'Q4_2024': {'revenue': 96.469, 'rd': 13.116, 'net_income': 26.536},\n 'Q1_2025': {'revenue': 90.234, 'rd': 13.556, 'net_income': 34.540},\n 'Q2_2025': {'revenue': 96.428, 'rd': 13.808, 'net_income': 28.196},\n 'Q3_2025': {'revenue': 102.346, 'rd': 15.151, 'net_income': 34.979}\n },\n 'AMZN': {\n 'Q4_2024': {'revenue': 187.792, 'rd': 23.571, 'net_income': 20.004},\n 'Q1_2025': {'revenue': 155.667, 'rd': 22.994, 'net_income': 17.127},\n 'Q2_2025': {'revenue': 167.702, 'rd': 27.166, 'net_income': 18.164},\n 'Q3_2025': {'revenue': 180.169, 'rd': 28.962, 'net_income': 21.187}\n },\n 'META': {\n 'Q4_2024': {'revenue': 48.385, 'rd': 12.180, 'net_income': 20.838},\n 'Q1_2025': {'revenue': 42.314, 'rd': 12.150, 'net_income': 16.644},\n 'Q2_2025': {'revenue': 47.516, 'rd': 12.942, 'net_income': 18.337},\n 'Q3_2025': {'revenue': 51.242, 'rd': 15.144, 'net_income': 2.709}\n },\n 'NVDA': {\n 'Q4_2025': {'revenue': 39.331, 'rd': 3.714, 'net_income': 22.091},\n 'Q1_2026': {'revenue': 44.062, 'rd': 3.989, 'net_income': 18.775},\n 'Q2_2026': {'revenue': 46.743, 'rd': 4.291, 'net_income': 26.422},\n 'Q3_2026': {'revenue': 57.006, 'rd': 4.705, 'net_income': 31.910}\n }\n}\n\n# Create dataframes for analysis\nrevenue_data = []\nrd_data = []\nprofit_data = []\n\nfor company in companies:\n for quarter, values in quarterly_data[company].items():\n revenue_data.append({\n 'Company': company,\n 'Quarter': quarter,\n 'Revenue': values['revenue']\n })\n rd_data.append({\n 'Company': company,\n 'Quarter': quarter,\n 'R&D': values['rd'],\n 'R&D_as_pct_revenue': (values['rd'] / values['revenue']) * 100\n })\n profit_data.append({\n 'Company': company,\n 'Quarter': quarter,\n 'Net_Income': values['net_income'],\n 'Net_Margin': (values['net_income'] / values['revenue']) * 100\n })\n\ndf_revenue = pd.DataFrame(revenue_data)\ndf_rd = pd.DataFrame(rd_data)\ndf_profit = pd.DataFrame(profit_data)\n\n# Calculate YoY growth and total R&D spending\nprint(\"=\" * 80)\nprint(\"REVENUE AND R&D ANALYSIS (Last 4 Quarters, $ Billions)\")\nprint(\"=\" * 80)\n\nsummary_stats = []\nfor company in companies:\n company_rev = df_revenue[df_revenue['Company'] == company]['Revenue'].values\n company_rd = df_rd[df_rd['Company'] == company]['R&D'].values\n \n total_revenue = company_rev.sum()\n total_rd = company_rd.sum()\n avg_rd_pct = (total_rd / total_revenue) * 100\n \n # Calculate quarter-over-quarter growth\n if len(company_rev) >= 2:\n qoq_growth = ((company_rev[-1] - company_rev[0]) / company_rev[0]) * 100\n else:\n qoq_growth = 0\n \n summary_stats.append({\n 'Company': company_names[company],\n 'Total Revenue': total_revenue,\n 'Total R&D': total_rd,\n 'R&D % of Revenue': avg_rd_pct,\n 'Revenue Growth (QoQ)': qoq_growth\n })\n\ndf_summary = pd.DataFrame(summary_stats)\nprint(df_summary.round(2))\nprint(\"\\n\")\n\n# Save summary\ndf_summary.to_csv('artifacts/revenue_rd_analysis.csv', index=False)\nprint(\"✓ Saved revenue and R&D analysis to artifacts/revenue_rd_analysis.csv\")\n", "tokens_used": 0, "latency_ms": 27429.796934127808, "model": "claude-sonnet-4-5-20250929", "response_length": 4903}} -{"event_id": 25, "timestamp": "2026-01-02T14:49:32.607698", "round": 5, "type": "plan_update", "data": {"plan_text": "1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots\n2. [x] Retrieve historical stock price data for the past year for each company\n3. [x] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company\n4. [x] Retrieve financial metrics snapshots for key performance indicators\n5. [x] Load and explore all retrieved data\n6. [ ] Analyze revenue growth trends across companies\n7. [ ] Analyze R&D investments and profitability metrics\n8. [ ] Analyze market performance (stock price movements, returns)\n9. [ ] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance)\n10. [ ] Generate summary statistics and key insights\n11. [ ] Create a comprehensive comparison dashboard\n12. [ ] Provide final summary with actionable insights and recommendations", "completed_steps": 5, "total_steps": 12, "reason": null}} -{"event_id": 26, "timestamp": "2026-01-02T14:49:32.737691", "round": 5, "type": "code_execution", "data": {"code": "# Analyze quarterly revenue trends and R&D investments\nquarterly_data = {\n 'MSFT': {\n 'Q1_2025': {'revenue': 69.632, 'rd': 7.917, 'net_income': 24.108},\n 'Q2_2025': {'revenue': 70.066, 'rd': 8.198, 'net_income': 25.824},\n 'Q3_2025': {'revenue': 76.441, 'rd': 8.829, 'net_income': 27.233},\n 'Q4_2025': {'revenue': 77.673, 'rd': 8.146, 'net_income': 27.747}\n },\n 'AAPL': {\n 'Q1_2025': {'revenue': 124.300, 'rd': 8.268, 'net_income': 36.330},\n 'Q2_2025': {'revenue': 95.359, 'rd': 8.550, 'net_income': 24.780},\n 'Q3_2025': {'revenue': 94.036, 'rd': 8.866, 'net_income': 23.434},\n 'Q4_2025': {'revenue': 102.466, 'rd': 8.866, 'net_income': 27.466}\n },\n 'GOOGL': {\n 'Q4_2024': {'revenue': 96.469, 'rd': 13.116, 'net_income': 26.536},\n 'Q1_2025': {'revenue': 90.234, 'rd': 13.556, 'net_income': 34.540},\n 'Q2_2025': {'revenue': 96.428, 'rd': 13.808, 'net_income': 28.196},\n 'Q3_2025': {'revenue': 102.346, 'rd': 15.151, 'net_income': 34.979}\n },\n 'AMZN': {\n 'Q4_2024': {'revenue': 187.792, 'rd': 23.571, 'net_income': 20.004},\n 'Q1_2025': {'revenue': 155.667, 'rd': 22.994, 'net_income': 17.127},\n 'Q2_2025': {'revenue': 167.702, 'rd': 27.166, 'net_income': 18.164},\n 'Q3_2025': {'revenue': 180.169, 'rd': 28.962, 'net_income': 21.187}\n },\n 'META': {\n 'Q4_2024': {'revenue': 48.385, 'rd': 12.180, 'net_income': 20.838},\n 'Q1_2025': {'revenue': 42.314, 'rd': 12.150, 'net_income': 16.644},\n 'Q2_2025': {'revenue': 47.516, 'rd': 12.942, 'net_income': 18.337},\n 'Q3_2025': {'revenue': 51.242, 'rd': 15.144, 'net_income': 2.709}\n },\n 'NVDA': {\n 'Q4_2025': {'revenue': 39.331, 'rd': 3.714, 'net_income': 22.091},\n 'Q1_2026': {'revenue': 44.062, 'rd': 3.989, 'net_income': 18.775},\n 'Q2_2026': {'revenue': 46.743, 'rd': 4.291, 'net_income': 26.422},\n 'Q3_2026': {'revenue': 57.006, 'rd': 4.705, 'net_income': 31.910}\n }\n}\n\n# Create dataframes for analysis\nrevenue_data = []\nrd_data = []\nprofit_data = []\n\nfor company in companies:\n for quarter, values in quarterly_data[company].items():\n revenue_data.append({\n 'Company': company,\n 'Quarter': quarter,\n 'Revenue': values['revenue']\n })\n rd_data.append({\n 'Company': company,\n 'Quarter': quarter,\n 'R&D': values['rd'],\n 'R&D_as_pct_revenue': (values['rd'] / values['revenue']) * 100\n })\n profit_data.append({\n 'Company': company,\n 'Quarter': quarter,\n 'Net_Income': values['net_income'],\n 'Net_Margin': (values['net_income'] / values['revenue']) * 100\n })\n\ndf_revenue = pd.DataFrame(revenue_data)\ndf_rd = pd.DataFrame(rd_data)\ndf_profit = pd.DataFrame(profit_data)\n\n# Calculate YoY growth and total R&D spending\nprint(\"=\" * 80)\nprint(\"REVENUE AND R&D ANALYSIS (Last 4 Quarters, $ Billions)\")\nprint(\"=\" * 80)\n\nsummary_stats = []\nfor company in companies:\n company_rev = df_revenue[df_revenue['Company'] == company]['Revenue'].values\n company_rd = df_rd[df_rd['Company'] == company]['R&D'].values\n \n total_revenue = company_rev.sum()\n total_rd = company_rd.sum()\n avg_rd_pct = (total_rd / total_revenue) * 100\n \n # Calculate quarter-over-quarter growth\n if len(company_rev) >= 2:\n qoq_growth = ((company_rev[-1] - company_rev[0]) / company_rev[0]) * 100\n else:\n qoq_growth = 0\n \n summary_stats.append({\n 'Company': company_names[company],\n 'Total Revenue': total_revenue,\n 'Total R&D': total_rd,\n 'R&D % of Revenue': avg_rd_pct,\n 'Revenue Growth (QoQ)': qoq_growth\n })\n\ndf_summary = pd.DataFrame(summary_stats)\nprint(df_summary.round(2))\nprint(\"\\n\")\n\n# Save summary\ndf_summary.to_csv('artifacts/revenue_rd_analysis.csv', index=False)\nprint(\"✓ Saved revenue and R&D analysis to artifacts/revenue_rd_analysis.csv\")", "success": true, "output": "================================================================================\nREVENUE AND R&D ANALYSIS (Last 4 Quarters, $ Billions)\n================================================================================\n Company Total Revenue Total R&D R&D % of Revenue \\\n0 Microsoft 293.81 33.09 11.26 \n1 Apple 416.16 34.55 8.30 \n2 Alphabet (Google) 385.48 55.63 14.43 \n3 Amazon 691.33 102.69 14.85 \n4 Meta (Facebook) 189.46 52.42 27.67 \n5 NVIDIA 187.14 16.70 8.92 \n\n Revenue Growth (QoQ) \n0 11.55 \n1 -17.57 \n2 6.09 \n3 -4.06 \n4 5.90 \n5 44.94 \n\n\n✓ Saved revenue and R&D analysis to artifacts/revenue_rd_analysis.csv\n", "error": null, "images_count": 0, "execution_time_ms": 129.55117225646973, "code_lines": 104}} -{"event_id": 27, "timestamp": "2026-01-02T14:49:32.738361", "round": 5, "type": "round_end", "data": {"round": 5}} -{"event_id": 28, "timestamp": "2026-01-02T14:49:32.738465", "round": 6, "type": "round_start", "data": {"round": 6}} -{"event_id": 29, "timestamp": "2026-01-02T14:49:32.738527", "round": 6, "type": "llm_request", "data": {"model": "claude-sonnet-4-5-20250929", "prompt": "Code executed:\n```python\n# Analyze quarterly revenue trends and R&D investments\nquarterly_data = {\n 'MSFT': {\n 'Q1_2025': {'revenue': 69.632, 'rd': 7.917, 'net_income': 24.108},\n 'Q2_2025': {'revenue': 70.066, 'rd': 8.198, 'net_income': 25.824},\n 'Q3_2025': {'revenue': 76.441, 'rd': 8.829, 'net_income': 27.233},\n 'Q4_2025': {'revenue': 77.673, 'rd': 8.146, 'net_income': 27.747}\n },\n 'AAPL': {\n 'Q1_2025': {'revenue': 124.300, 'rd': 8.268, 'net_income': 36.330},\n 'Q2_2025': {'revenue': 95.359, 'rd': 8.550, 'net_income': 24.780},\n 'Q3_2025': {'revenue': 94.036, 'rd': 8.866, 'net_income': 23.434},\n 'Q4_2025': {'revenue': 102.466, 'rd': 8.866, 'net_income': 27.466}\n },\n 'GOOGL': {\n 'Q4_2024': {'revenue': 96.469, 'rd': 13.116, 'net_income': 26.536},\n 'Q1_2025': {'revenue': 90.234, 'rd': 13.556, 'net_income': 34.540},\n 'Q2_2025': {'revenue': 96.428, 'rd': 13.808, 'net_income': 28.196},\n 'Q3_2025': {'revenue': 102.346, 'rd': 15.151, 'net_income': 34.979}\n },\n 'AMZN': {\n 'Q4_2024': {'revenue': 187.792, 'rd': 23.571, 'net_income': 20.004},\n 'Q1_2025': {'revenue': 155.667, 'rd': 22.994, 'net_income': 17.127},\n 'Q2_2025': {'revenue': 167.702, 'rd': 27.166, 'net_income': 18.164},\n 'Q3_2025': {'revenue': 180.169, 'rd': 28.962, 'net_income': 21.187}\n },\n 'META': {\n 'Q4_2024': {'revenue': 48.385, 'rd': 12.180, 'net_income': 20.838},\n 'Q1_2025': {'revenue': 42.314, 'rd': 12.150, 'net_income': 16.644},\n 'Q2_2025': {'revenue': 47.516, 'rd': 12.942, 'net_income': 18.337},\n 'Q3_2025': {'revenue': 51.242, 'rd': 15.144, 'net_income': 2.709}\n },\n 'NVDA': {\n 'Q4_2025': {'revenue': 39.331, 'rd': 3.714, 'net_income': 22.091},\n 'Q1_2026': {'revenue': 44.062, 'rd': 3.989, 'net_income': 18.775},\n 'Q2_2026': {'revenue': 46.743, 'rd': 4.291, 'net_income': 26.422},\n 'Q3_2026': {'revenue': 57.006, 'rd': 4.705, 'net_income': 31.910}\n }\n}\n\n# Create dataframes for analysis\nrevenue_data = []\nrd_data = []\nprofit_data = []\n\nfor company in companies:\n for quarter, values in quarterly_data[company].items():\n revenue_data.append({\n 'Company': company,\n 'Quarter': quarter,\n 'Revenue': values['revenue']\n })\n rd_data.append({\n 'Company': company,\n 'Quarter': quarter,\n 'R&D': values['rd'],\n 'R&D_as_pct_revenue': (values['rd'] / values['revenue']) * 100\n })\n profit_data.append({\n 'Company': company,\n 'Quarter': quarter,\n 'Net_Income': values['net_income'],\n 'Net_Margin': (values['net_income'] / values['revenue']) * 100\n })\n\ndf_revenue = pd.DataFrame(revenue_data)\ndf_rd = pd.DataFrame(rd_data)\ndf_profit = pd.DataFrame(profit_data)\n\n# Calculate YoY growth and total R&D spending\nprint(\"=\" * 80)\nprint(\"REVENUE AND R&D ANALYSIS (Last 4 Quarters, $ Billions)\")\nprint(\"=\" * 80)\n\nsummary_stats = []\nfor company in companies:\n company_rev = df_revenue[df_revenue['Company'] == company]['Revenue'].values\n company_rd = df_rd[df_rd['Company'] == company]['R&D'].values\n \n total_revenue = company_rev.sum()\n total_rd = company_rd.sum()\n avg_rd_pct = (total_rd / total_revenue) * 100\n \n # Calculate quarter-over-quarter growth\n if len(company_rev) >= 2:\n qoq_growth = ((company_rev[-1] - company_rev[0]) / company_rev[0]) * 100\n else:\n qoq_growth = 0\n \n summary_stats.append({\n 'Company': company_names[company],\n 'Total Revenue': total_revenue,\n 'Total R&D': total_rd,\n 'R&D % of Revenue': avg_rd_pct,\n 'Revenue Growth (QoQ)': qoq_growth\n })\n\ndf_summary = pd.DataFrame(summary_stats)\nprint(df_summary.round(2))\nprint(\"\\n\")\n\n# Save summary\ndf_summary.to_csv('artifacts/revenue_rd_analysis.csv', index=False)\nprint(\"✓ Saved revenue and R&D analysis to artifacts/revenue_rd_analysis.csv\")\n```\n\nOutput:\n================================================================================\nREVENUE AND R&D ANALYSIS (Last 4 Quarters, $ Billions)\n================================================================================\n Company Total Revenue Total R&D R&D % of Revenue \\\n0 Microsoft 293.81 33.09 11.26 \n1 Apple 416.16 34.55 8.30 \n2 Alphabet (Google) 385.48 55.63 14.43 \n3 Amazon 691.33 102.69 14.85 \n4 Meta (Facebook) 189.46 52.42 27.67 \n5 NVIDIA 187.14 16.70 8.92 \n\n Revenue Growth (QoQ) \n0 11.55 \n1 -17.57 \n2 6.09 \n3 -4.06 \n4 5.90 \n5 44.94 \n\n\n✓ Saved revenue and R&D analysis to artifacts/revenue_rd_analysis.csv\n", "messages_count": 40, "temperature": 0.3, "max_tokens": 4096}} -{"event_id": 30, "timestamp": "2026-01-02T14:49:50.508599", "round": 6, "type": "llm_response", "data": {"response": "\n1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots\n2. [x] Retrieve historical stock price data for the past year for each company\n3. [x] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company\n4. [x] Retrieve financial metrics snapshots for key performance indicators\n5. [x] Load and explore all retrieved data\n6. [x] Analyze revenue growth trends across companies\n7. [x] Analyze R&D investments and profitability metrics\n8. [ ] Analyze market performance (stock price movements, returns)\n9. [ ] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance)\n10. [ ] Generate summary statistics and key insights\n11. [ ] Create a comprehensive comparison dashboard\n12. [ ] Provide final summary with actionable insights and recommendations\n\n\n\n# Analyze stock market performance over the past year\n# Calculate returns and volatility\n\nstock_performance = {\n 'MSFT': {'start_price': 418.58, 'end_price': 472.39, 'year_high': 555.45, 'year_low': 367.24},\n 'AAPL': {'start_price': 243.85, 'end_price': 270.48, 'year_high': 277.7, 'year_low': 169.21},\n 'GOOGL': {'start_price': 189.43, 'end_price': 315.32, 'year_high': 328.83, 'year_low': 140.53},\n 'AMZN': {'start_price': 220.22, 'end_price': 226.49, 'year_high': 258.6, 'year_low': 161.38},\n 'META': {'start_price': 599.24, 'end_price': 652.28, 'year_high': 790.8, 'year_low': 479.8},\n 'NVDA': {'start_price': 138.31, 'end_price': 189.29, 'year_high': 212.19, 'year_low': 86.62}\n}\n\nperformance_data = []\nfor ticker, data in stock_performance.items():\n year_return = ((data['end_price'] - data['start_price']) / data['start_price']) * 100\n max_gain = ((data['year_high'] - data['start_price']) / data['start_price']) * 100\n max_drawdown = ((data['year_low'] - data['start_price']) / data['start_price']) * 100\n \n performance_data.append({\n 'Company': company_names[ticker],\n 'Start Price': data['start_price'],\n 'End Price': data['end_price'],\n 'Year Return (%)': year_return,\n 'Year High': data['year_high'],\n 'Year Low': data['year_low'],\n 'Max Gain (%)': max_gain,\n 'Max Drawdown (%)': max_drawdown,\n 'Volatility Range (%)': ((data['year_high'] - data['year_low']) / data['start_price']) * 100\n })\n\ndf_performance = pd.DataFrame(performance_data)\n\nprint(\"=\" * 80)\nprint(\"STOCK MARKET PERFORMANCE ANALYSIS (Past Year)\")\nprint(\"=\" * 80)\nprint(df_performance.round(2))\nprint(\"\\n\")\n\n# Rank companies by performance\nprint(\"PERFORMANCE RANKINGS:\")\nprint(\"-\" * 80)\ndf_ranked = df_performance.sort_values('Year Return (%)', ascending=False)\nfor idx, row in df_ranked.iterrows():\n print(f\"{row['Company']:20s} | Return: {row['Year Return (%)']:6.2f}% | \"\n f\"High: ${row['Year High']:7.2f} | Low: ${row['Year Low']:7.2f}\")\nprint(\"\\n\")\n\n# Save performance data\ndf_performance.to_csv('artifacts/stock_performance_analysis.csv', index=False)\nprint(\"✓ Saved stock performance analysis to artifacts/stock_performance_analysis.csv\")\n", "tokens_used": 0, "latency_ms": 17767.02904701233, "model": "claude-sonnet-4-5-20250929", "response_length": 3130}} -{"event_id": 31, "timestamp": "2026-01-02T14:49:50.509100", "round": 6, "type": "plan_update", "data": {"plan_text": "1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots\n2. [x] Retrieve historical stock price data for the past year for each company\n3. [x] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company\n4. [x] Retrieve financial metrics snapshots for key performance indicators\n5. [x] Load and explore all retrieved data\n6. [x] Analyze revenue growth trends across companies\n7. [x] Analyze R&D investments and profitability metrics\n8. [ ] Analyze market performance (stock price movements, returns)\n9. [ ] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance)\n10. [ ] Generate summary statistics and key insights\n11. [ ] Create a comprehensive comparison dashboard\n12. [ ] Provide final summary with actionable insights and recommendations", "completed_steps": 7, "total_steps": 12, "reason": null}} -{"event_id": 32, "timestamp": "2026-01-02T14:49:50.629427", "round": 6, "type": "code_execution", "data": {"code": "# Analyze stock market performance over the past year\n# Calculate returns and volatility\n\nstock_performance = {\n 'MSFT': {'start_price': 418.58, 'end_price': 472.39, 'year_high': 555.45, 'year_low': 367.24},\n 'AAPL': {'start_price': 243.85, 'end_price': 270.48, 'year_high': 277.7, 'year_low': 169.21},\n 'GOOGL': {'start_price': 189.43, 'end_price': 315.32, 'year_high': 328.83, 'year_low': 140.53},\n 'AMZN': {'start_price': 220.22, 'end_price': 226.49, 'year_high': 258.6, 'year_low': 161.38},\n 'META': {'start_price': 599.24, 'end_price': 652.28, 'year_high': 790.8, 'year_low': 479.8},\n 'NVDA': {'start_price': 138.31, 'end_price': 189.29, 'year_high': 212.19, 'year_low': 86.62}\n}\n\nperformance_data = []\nfor ticker, data in stock_performance.items():\n year_return = ((data['end_price'] - data['start_price']) / data['start_price']) * 100\n max_gain = ((data['year_high'] - data['start_price']) / data['start_price']) * 100\n max_drawdown = ((data['year_low'] - data['start_price']) / data['start_price']) * 100\n \n performance_data.append({\n 'Company': company_names[ticker],\n 'Start Price': data['start_price'],\n 'End Price': data['end_price'],\n 'Year Return (%)': year_return,\n 'Year High': data['year_high'],\n 'Year Low': data['year_low'],\n 'Max Gain (%)': max_gain,\n 'Max Drawdown (%)': max_drawdown,\n 'Volatility Range (%)': ((data['year_high'] - data['year_low']) / data['start_price']) * 100\n })\n\ndf_performance = pd.DataFrame(performance_data)\n\nprint(\"=\" * 80)\nprint(\"STOCK MARKET PERFORMANCE ANALYSIS (Past Year)\")\nprint(\"=\" * 80)\nprint(df_performance.round(2))\nprint(\"\\n\")\n\n# Rank companies by performance\nprint(\"PERFORMANCE RANKINGS:\")\nprint(\"-\" * 80)\ndf_ranked = df_performance.sort_values('Year Return (%)', ascending=False)\nfor idx, row in df_ranked.iterrows():\n print(f\"{row['Company']:20s} | Return: {row['Year Return (%)']:6.2f}% | \"\n f\"High: ${row['Year High']:7.2f} | Low: ${row['Year Low']:7.2f}\")\nprint(\"\\n\")\n\n# Save performance data\ndf_performance.to_csv('artifacts/stock_performance_analysis.csv', index=False)\nprint(\"✓ Saved stock performance analysis to artifacts/stock_performance_analysis.csv\")", "success": true, "output": "================================================================================\nSTOCK MARKET PERFORMANCE ANALYSIS (Past Year)\n================================================================================\n Company Start Price End Price Year Return (%) Year High \\\n0 Microsoft 418.58 472.39 12.86 555.45 \n1 Apple 243.85 270.48 10.92 277.70 \n2 Alphabet (Google) 189.43 315.32 66.46 328.83 \n3 Amazon 220.22 226.49 2.85 258.60 \n4 Meta (Facebook) 599.24 652.28 8.85 790.80 \n5 NVIDIA 138.31 189.29 36.86 212.19 \n\n Year Low Max Gain (%) Max Drawdown (%) Volatility Range (%) \n0 367.24 32.70 -12.27 44.96 \n1 169.21 13.88 -30.61 44.49 \n2 140.53 73.59 -25.81 99.40 \n3 161.38 17.43 -26.72 44.15 \n4 479.80 31.97 -19.93 51.90 \n5 86.62 53.42 -37.37 90.79 \n\n\nPERFORMANCE RANKINGS:\n--------------------------------------------------------------------------------\nAlphabet (Google) | Return: 66.46% | High: $ 328.83 | Low: $ 140.53\nNVIDIA | Return: 36.86% | High: $ 212.19 | Low: $ 86.62\nMicrosoft | Return: 12.86% | High: $ 555.45 | Low: $ 367.24\nApple | Return: 10.92% | High: $ 277.70 | Low: $ 169.21\nMeta (Facebook) | Return: 8.85% | High: $ 790.80 | Low: $ 479.80\nAmazon | Return: 2.85% | High: $ 258.60 | Low: $ 161.38\n\n\n✓ Saved stock performance analysis to artifacts/stock_performance_analysis.csv\n", "error": null, "images_count": 0, "execution_time_ms": 119.91190910339355, "code_lines": 50}} -{"event_id": 33, "timestamp": "2026-01-02T14:49:50.630088", "round": 6, "type": "round_end", "data": {"round": 6}} -{"event_id": 34, "timestamp": "2026-01-02T14:49:50.630145", "round": 7, "type": "round_start", "data": {"round": 7}} -{"event_id": 35, "timestamp": "2026-01-02T14:49:50.630175", "round": 7, "type": "llm_request", "data": {"model": "claude-sonnet-4-5-20250929", "prompt": "Code executed:\n```python\n# Analyze stock market performance over the past year\n# Calculate returns and volatility\n\nstock_performance = {\n 'MSFT': {'start_price': 418.58, 'end_price': 472.39, 'year_high': 555.45, 'year_low': 367.24},\n 'AAPL': {'start_price': 243.85, 'end_price': 270.48, 'year_high': 277.7, 'year_low': 169.21},\n 'GOOGL': {'start_price': 189.43, 'end_price': 315.32, 'year_high': 328.83, 'year_low': 140.53},\n 'AMZN': {'start_price': 220.22, 'end_price': 226.49, 'year_high': 258.6, 'year_low': 161.38},\n 'META': {'start_price': 599.24, 'end_price': 652.28, 'year_high': 790.8, 'year_low': 479.8},\n 'NVDA': {'start_price': 138.31, 'end_price': 189.29, 'year_high': 212.19, 'year_low': 86.62}\n}\n\nperformance_data = []\nfor ticker, data in stock_performance.items():\n year_return = ((data['end_price'] - data['start_price']) / data['start_price']) * 100\n max_gain = ((data['year_high'] - data['start_price']) / data['start_price']) * 100\n max_drawdown = ((data['year_low'] - data['start_price']) / data['start_price']) * 100\n \n performance_data.append({\n 'Company': company_names[ticker],\n 'Start Price': data['start_price'],\n 'End Price': data['end_price'],\n 'Year Return (%)': year_return,\n 'Year High': data['year_high'],\n 'Year Low': data['year_low'],\n 'Max Gain (%)': max_gain,\n 'Max Drawdown (%)': max_drawdown,\n 'Volatility Range (%)': ((data['year_high'] - data['year_low']) / data['start_price']) * 100\n })\n\ndf_performance = pd.DataFrame(performance_data)\n\nprint(\"=\" * 80)\nprint(\"STOCK MARKET PERFORMANCE ANALYSIS (Past Year)\")\nprint(\"=\" * 80)\nprint(df_performance.round(2))\nprint(\"\\n\")\n\n# Rank companies by performance\nprint(\"PERFORMANCE RANKINGS:\")\nprint(\"-\" * 80)\ndf_ranked = df_performance.sort_values('Year Return (%)', ascending=False)\nfor idx, row in df_ranked.iterrows():\n print(f\"{row['Company']:20s} | Return: {row['Year Return (%)']:6.2f}% | \"\n f\"High: ${row['Year High']:7.2f} | Low: ${row['Year Low']:7.2f}\")\nprint(\"\\n\")\n\n# Save performance data\ndf_performance.to_csv('artifacts/stock_performance_analysis.csv', index=False)\nprint(\"✓ Saved stock performance analysis to artifacts/stock_performance_analysis.csv\")\n```\n\nOutput:\n================================================================================\nSTOCK MARKET PERFORMANCE ANALYSIS (Past Year)\n================================================================================\n Company Start Price End Price Year Return (%) Year High \\\n0 Microsoft 418.58 472.39 12.86 555.45 \n1 Apple 243.85 270.48 10.92 277.70 \n2 Alphabet (Google) 189.43 315.32 66.46 328.83 \n3 Amazon 220.22 226.49 2.85 258.60 \n4 Meta (Facebook) 599.24 652.28 8.85 790.80 \n5 NVIDIA 138.31 189.29 36.86 212.19 \n\n Year Low Max Gain (%) Max Drawdown (%) Volatility Range (%) \n0 367.24 32.70 -12.27 44.96 \n1 169.21 13.88 -30.61 44.49 \n2 140.53 73.59 -25.81 99.40 \n3 161.38 17.43 -26.72 44.15 \n4 479.80 31.97 -19.93 51.90 \n5 86.62 53.42 -37.37 90.79 \n\n\nPERFORMANCE RANKINGS:\n--------------------------------------------------------------------------------\nAlphabet (Google) | Return: 66.46% | High: $ 328.83 | Low: $ 140.53\nNVIDIA | Return: 36.86% | High: $ 212.19 | Low: $ 86.62\nMicrosoft | Return: 12.86% | High: $ 555.45 | Low: $ 367.24\nApple | Return: 10.92% | High: $ 277.70 | Low: $ 169.21\nMeta (Facebook) | Return: 8.85% | High: $ 790.80 | Low: $ 479.80\nAmazon | Return: 2.85% | High: $ 258.60 | Low: $ 161.38\n\n\n✓ Saved stock performance analysis to artifacts/stock_performance_analysis.csv\n", "messages_count": 42, "temperature": 0.3, "max_tokens": 4096}} -{"event_id": 36, "timestamp": "2026-01-02T14:50:10.724417", "round": 7, "type": "llm_response", "data": {"response": "\n1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots\n2. [x] Retrieve historical stock price data for the past year for each company\n3. [x] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company\n4. [x] Retrieve financial metrics snapshots for key performance indicators\n5. [x] Load and explore all retrieved data\n6. [x] Analyze revenue growth trends across companies\n7. [x] Analyze R&D investments and profitability metrics\n8. [x] Analyze market performance (stock price movements, returns)\n9. [ ] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance)\n10. [ ] Generate summary statistics and key insights\n11. [ ] Create a comprehensive comparison dashboard\n12. [ ] Provide final summary with actionable insights and recommendations\n\n\n\n# Create comprehensive visualizations\nfig, axes = plt.subplots(2, 2, figsize=(16, 12))\nfig.suptitle('Big Tech AI Companies - Comparative Analysis', fontsize=16, fontweight='bold')\n\n# 1. Market Cap Comparison\nax1 = axes[0, 0]\nmarket_caps = df_metrics['Market Cap (B)'].sort_values(ascending=True)\ncolors = ['#0078D4', '#A4A4A4', '#4285F4', '#FF9900', '#0668E1', '#76B900']\nmarket_caps.plot(kind='barh', ax=ax1, color=colors)\nax1.set_xlabel('Market Capitalization ($ Billions)', fontsize=11)\nax1.set_title('Market Capitalization Comparison', fontsize=12, fontweight='bold')\nax1.grid(axis='x', alpha=0.3)\nfor i, v in enumerate(market_caps.values):\n ax1.text(v + 50, i, f'${v:,.0f}B', va='center', fontsize=10)\n\n# 2. Revenue Growth vs Earnings Growth\nax2 = axes[0, 1]\nscatter_data = df_metrics[['Revenue Growth', 'Earnings Growth']].copy()\nfor idx, company in enumerate(scatter_data.index):\n ax2.scatter(scatter_data.loc[company, 'Revenue Growth'], \n scatter_data.loc[company, 'Earnings Growth'],\n s=300, alpha=0.6, color=colors[idx], label=company)\n ax2.annotate(company, \n (scatter_data.loc[company, 'Revenue Growth'], \n scatter_data.loc[company, 'Earnings Growth']),\n fontsize=9, ha='center', va='bottom')\nax2.axhline(y=0, color='red', linestyle='--', alpha=0.3)\nax2.axvline(x=0, color='red', linestyle='--', alpha=0.3)\nax2.set_xlabel('Revenue Growth (%)', fontsize=11)\nax2.set_ylabel('Earnings Growth (%)', fontsize=11)\nax2.set_title('Revenue Growth vs Earnings Growth', fontsize=12, fontweight='bold')\nax2.grid(alpha=0.3)\n\n# 3. Profitability Margins Comparison\nax3 = axes[1, 0]\nmargin_data = df_metrics[['Gross Margin', 'Operating Margin', 'Net Margin']]\nx = np.arange(len(margin_data.index))\nwidth = 0.25\nax3.bar(x - width, margin_data['Gross Margin'], width, label='Gross Margin', alpha=0.8)\nax3.bar(x, margin_data['Operating Margin'], width, label='Operating Margin', alpha=0.8)\nax3.bar(x + width, margin_data['Net Margin'], width, label='Net Margin', alpha=0.8)\nax3.set_xlabel('Company', fontsize=11)\nax3.set_ylabel('Margin (%)', fontsize=11)\nax3.set_title('Profitability Margins Comparison', fontsize=12, fontweight='bold')\nax3.set_xticks(x)\nax3.set_xticklabels(margin_data.index, rotation=45, ha='right')\nax3.legend(loc='upper right')\nax3.grid(axis='y', alpha=0.3)\n\n# 4. Stock Performance (Year Return)\nax4 = axes[1, 1]\nreturns = df_performance.set_index('Company')['Year Return (%)'].sort_values(ascending=True)\nbar_colors = ['green' if x > 0 else 'red' for x in returns.values]\nreturns.plot(kind='barh', ax=ax4, color=bar_colors, alpha=0.7)\nax4.set_xlabel('Year-to-Date Return (%)', fontsize=11)\nax4.set_title('Stock Performance (Past Year)', fontsize=12, fontweight='bold')\nax4.axvline(x=0, color='black', linestyle='-', linewidth=0.8)\nax4.grid(axis='x', alpha=0.3)\nfor i, v in enumerate(returns.values):\n ax4.text(v + 1, i, f'{v:.1f}%', va='center', fontsize=10)\n\nplt.tight_layout()\nplt.savefig('artifacts/comparative_analysis_dashboard.png', dpi=300, bbox_inches='tight')\nprint(\"✓ Saved comparative analysis dashboard to artifacts/comparative_analysis_dashboard.png\")\nplt.close()\n", "tokens_used": 0, "latency_ms": 20091.9988155365, "model": "claude-sonnet-4-5-20250929", "response_length": 4074}} -{"event_id": 37, "timestamp": "2026-01-02T14:50:10.725001", "round": 7, "type": "plan_update", "data": {"plan_text": "1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots\n2. [x] Retrieve historical stock price data for the past year for each company\n3. [x] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company\n4. [x] Retrieve financial metrics snapshots for key performance indicators\n5. [x] Load and explore all retrieved data\n6. [x] Analyze revenue growth trends across companies\n7. [x] Analyze R&D investments and profitability metrics\n8. [x] Analyze market performance (stock price movements, returns)\n9. [ ] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance)\n10. [ ] Generate summary statistics and key insights\n11. [ ] Create a comprehensive comparison dashboard\n12. [ ] Provide final summary with actionable insights and recommendations", "completed_steps": 8, "total_steps": 12, "reason": null}} -{"event_id": 38, "timestamp": "2026-01-02T14:50:11.589959", "round": 7, "type": "code_execution", "data": {"code": "# Create comprehensive visualizations\nfig, axes = plt.subplots(2, 2, figsize=(16, 12))\nfig.suptitle('Big Tech AI Companies - Comparative Analysis', fontsize=16, fontweight='bold')\n\n# 1. Market Cap Comparison\nax1 = axes[0, 0]\nmarket_caps = df_metrics['Market Cap (B)'].sort_values(ascending=True)\ncolors = ['#0078D4', '#A4A4A4', '#4285F4', '#FF9900', '#0668E1', '#76B900']\nmarket_caps.plot(kind='barh', ax=ax1, color=colors)\nax1.set_xlabel('Market Capitalization ($ Billions)', fontsize=11)\nax1.set_title('Market Capitalization Comparison', fontsize=12, fontweight='bold')\nax1.grid(axis='x', alpha=0.3)\nfor i, v in enumerate(market_caps.values):\n ax1.text(v + 50, i, f'${v:,.0f}B', va='center', fontsize=10)\n\n# 2. Revenue Growth vs Earnings Growth\nax2 = axes[0, 1]\nscatter_data = df_metrics[['Revenue Growth', 'Earnings Growth']].copy()\nfor idx, company in enumerate(scatter_data.index):\n ax2.scatter(scatter_data.loc[company, 'Revenue Growth'], \n scatter_data.loc[company, 'Earnings Growth'],\n s=300, alpha=0.6, color=colors[idx], label=company)\n ax2.annotate(company, \n (scatter_data.loc[company, 'Revenue Growth'], \n scatter_data.loc[company, 'Earnings Growth']),\n fontsize=9, ha='center', va='bottom')\nax2.axhline(y=0, color='red', linestyle='--', alpha=0.3)\nax2.axvline(x=0, color='red', linestyle='--', alpha=0.3)\nax2.set_xlabel('Revenue Growth (%)', fontsize=11)\nax2.set_ylabel('Earnings Growth (%)', fontsize=11)\nax2.set_title('Revenue Growth vs Earnings Growth', fontsize=12, fontweight='bold')\nax2.grid(alpha=0.3)\n\n# 3. Profitability Margins Comparison\nax3 = axes[1, 0]\nmargin_data = df_metrics[['Gross Margin', 'Operating Margin', 'Net Margin']]\nx = np.arange(len(margin_data.index))\nwidth = 0.25\nax3.bar(x - width, margin_data['Gross Margin'], width, label='Gross Margin', alpha=0.8)\nax3.bar(x, margin_data['Operating Margin'], width, label='Operating Margin', alpha=0.8)\nax3.bar(x + width, margin_data['Net Margin'], width, label='Net Margin', alpha=0.8)\nax3.set_xlabel('Company', fontsize=11)\nax3.set_ylabel('Margin (%)', fontsize=11)\nax3.set_title('Profitability Margins Comparison', fontsize=12, fontweight='bold')\nax3.set_xticks(x)\nax3.set_xticklabels(margin_data.index, rotation=45, ha='right')\nax3.legend(loc='upper right')\nax3.grid(axis='y', alpha=0.3)\n\n# 4. Stock Performance (Year Return)\nax4 = axes[1, 1]\nreturns = df_performance.set_index('Company')['Year Return (%)'].sort_values(ascending=True)\nbar_colors = ['green' if x > 0 else 'red' for x in returns.values]\nreturns.plot(kind='barh', ax=ax4, color=bar_colors, alpha=0.7)\nax4.set_xlabel('Year-to-Date Return (%)', fontsize=11)\nax4.set_title('Stock Performance (Past Year)', fontsize=12, fontweight='bold')\nax4.axvline(x=0, color='black', linestyle='-', linewidth=0.8)\nax4.grid(axis='x', alpha=0.3)\nfor i, v in enumerate(returns.values):\n ax4.text(v + 1, i, f'{v:.1f}%', va='center', fontsize=10)\n\nplt.tight_layout()\nplt.savefig('artifacts/comparative_analysis_dashboard.png', dpi=300, bbox_inches='tight')\nprint(\"✓ Saved comparative analysis dashboard to artifacts/comparative_analysis_dashboard.png\")\nplt.close()", "success": true, "output": "✓ Saved comparative analysis dashboard to artifacts/comparative_analysis_dashboard.png\n", "error": null, "images_count": 0, "execution_time_ms": 864.4928932189941, "code_lines": 65}} -{"event_id": 39, "timestamp": "2026-01-02T14:50:11.591560", "round": 7, "type": "round_end", "data": {"round": 7}} -{"event_id": 40, "timestamp": "2026-01-02T14:50:11.591630", "round": 8, "type": "round_start", "data": {"round": 8}} -{"event_id": 41, "timestamp": "2026-01-02T14:50:11.591673", "round": 8, "type": "llm_request", "data": {"model": "claude-sonnet-4-5-20250929", "prompt": "Code executed:\n```python\n# Create comprehensive visualizations\nfig, axes = plt.subplots(2, 2, figsize=(16, 12))\nfig.suptitle('Big Tech AI Companies - Comparative Analysis', fontsize=16, fontweight='bold')\n\n# 1. Market Cap Comparison\nax1 = axes[0, 0]\nmarket_caps = df_metrics['Market Cap (B)'].sort_values(ascending=True)\ncolors = ['#0078D4', '#A4A4A4', '#4285F4', '#FF9900', '#0668E1', '#76B900']\nmarket_caps.plot(kind='barh', ax=ax1, color=colors)\nax1.set_xlabel('Market Capitalization ($ Billions)', fontsize=11)\nax1.set_title('Market Capitalization Comparison', fontsize=12, fontweight='bold')\nax1.grid(axis='x', alpha=0.3)\nfor i, v in enumerate(market_caps.values):\n ax1.text(v + 50, i, f'${v:,.0f}B', va='center', fontsize=10)\n\n# 2. Revenue Growth vs Earnings Growth\nax2 = axes[0, 1]\nscatter_data = df_metrics[['Revenue Growth', 'Earnings Growth']].copy()\nfor idx, company in enumerate(scatter_data.index):\n ax2.scatter(scatter_data.loc[company, 'Revenue Growth'], \n scatter_data.loc[company, 'Earnings Growth'],\n s=300, alpha=0.6, color=colors[idx], label=company)\n ax2.annotate(company, \n (scatter_data.loc[company, 'Revenue Growth'], \n scatter_data.loc[company, 'Earnings Growth']),\n fontsize=9, ha='center', va='bottom')\nax2.axhline(y=0, color='red', linestyle='--', alpha=0.3)\nax2.axvline(x=0, color='red', linestyle='--', alpha=0.3)\nax2.set_xlabel('Revenue Growth (%)', fontsize=11)\nax2.set_ylabel('Earnings Growth (%)', fontsize=11)\nax2.set_title('Revenue Growth vs Earnings Growth', fontsize=12, fontweight='bold')\nax2.grid(alpha=0.3)\n\n# 3. Profitability Margins Comparison\nax3 = axes[1, 0]\nmargin_data = df_metrics[['Gross Margin', 'Operating Margin', 'Net Margin']]\nx = np.arange(len(margin_data.index))\nwidth = 0.25\nax3.bar(x - width, margin_data['Gross Margin'], width, label='Gross Margin', alpha=0.8)\nax3.bar(x, margin_data['Operating Margin'], width, label='Operating Margin', alpha=0.8)\nax3.bar(x + width, margin_data['Net Margin'], width, label='Net Margin', alpha=0.8)\nax3.set_xlabel('Company', fontsize=11)\nax3.set_ylabel('Margin (%)', fontsize=11)\nax3.set_title('Profitability Margins Comparison', fontsize=12, fontweight='bold')\nax3.set_xticks(x)\nax3.set_xticklabels(margin_data.index, rotation=45, ha='right')\nax3.legend(loc='upper right')\nax3.grid(axis='y', alpha=0.3)\n\n# 4. Stock Performance (Year Return)\nax4 = axes[1, 1]\nreturns = df_performance.set_index('Company')['Year Return (%)'].sort_values(ascending=True)\nbar_colors = ['green' if x > 0 else 'red' for x in returns.values]\nreturns.plot(kind='barh', ax=ax4, color=bar_colors, alpha=0.7)\nax4.set_xlabel('Year-to-Date Return (%)', fontsize=11)\nax4.set_title('Stock Performance (Past Year)', fontsize=12, fontweight='bold')\nax4.axvline(x=0, color='black', linestyle='-', linewidth=0.8)\nax4.grid(axis='x', alpha=0.3)\nfor i, v in enumerate(returns.values):\n ax4.text(v + 1, i, f'{v:.1f}%', va='center', fontsize=10)\n\nplt.tight_layout()\nplt.savefig('artifacts/comparative_analysis_dashboard.png', dpi=300, bbox_inches='tight')\nprint(\"✓ Saved comparative analysis dashboard to artifacts/comparative_analysis_dashboard.png\")\nplt.close()\n```\n\nOutput:\n✓ Saved comparative analysis dashboard to artifacts/comparative_analysis_dashboard.png\n", "messages_count": 44, "temperature": 0.3, "max_tokens": 4096}} -{"event_id": 42, "timestamp": "2026-01-02T14:50:30.632650", "round": 8, "type": "llm_response", "data": {"response": "\n1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots\n2. [x] Retrieve historical stock price data for the past year for each company\n3. [x] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company\n4. [x] Retrieve financial metrics snapshots for key performance indicators\n5. [x] Load and explore all retrieved data\n6. [x] Analyze revenue growth trends across companies\n7. [x] Analyze R&D investments and profitability metrics\n8. [x] Analyze market performance (stock price movements, returns)\n9. [x] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance)\n10. [ ] Generate summary statistics and key insights\n11. [ ] Create a comprehensive comparison dashboard\n12. [ ] Provide final summary with actionable insights and recommendations\n\n\n\n# Create additional visualizations for R&D and AI investments\nfig, axes = plt.subplots(2, 2, figsize=(16, 12))\nfig.suptitle('Big Tech AI Companies - R&D Investment & Efficiency Analysis', fontsize=16, fontweight='bold')\n\n# 1. Total R&D Spending (Last 4 Quarters)\nax1 = axes[0, 0]\nrd_spending = df_summary.set_index('Company')['Total R&D'].sort_values(ascending=True)\nrd_spending.plot(kind='barh', ax=ax1, color='#FF6B6B', alpha=0.7)\nax1.set_xlabel('Total R&D Spending ($ Billions)', fontsize=11)\nax1.set_title('Total R&D Investment (Last 4 Quarters)', fontsize=12, fontweight='bold')\nax1.grid(axis='x', alpha=0.3)\nfor i, v in enumerate(rd_spending.values):\n ax1.text(v + 1, i, f'${v:.1f}B', va='center', fontsize=10)\n\n# 2. R&D as % of Revenue\nax2 = axes[0, 1]\nrd_pct = df_summary.set_index('Company')['R&D % of Revenue'].sort_values(ascending=False)\ncolors_rd = ['#FF6B6B' if x > 15 else '#4ECDC4' if x > 10 else '#95E1D3' for x in rd_pct.values]\nrd_pct.plot(kind='bar', ax=ax2, color=colors_rd, alpha=0.7)\nax2.set_ylabel('R&D as % of Revenue', fontsize=11)\nax2.set_title('R&D Intensity (R&D % of Revenue)', fontsize=12, fontweight='bold')\nax2.set_xticklabels(rd_pct.index, rotation=45, ha='right')\nax2.grid(axis='y', alpha=0.3)\nax2.axhline(y=15, color='red', linestyle='--', alpha=0.3, label='High Investment (>15%)')\nax2.legend()\nfor i, v in enumerate(rd_pct.values):\n ax2.text(i, v + 0.5, f'{v:.1f}%', ha='center', fontsize=10)\n\n# 3. Return on Equity (ROE) vs Return on Assets (ROA)\nax3 = axes[1, 0]\nroe_roa_data = df_metrics[['ROE', 'ROA']].sort_values('ROE', ascending=True)\nx = np.arange(len(roe_roa_data.index))\nwidth = 0.35\nax3.barh(x - width/2, roe_roa_data['ROE'], width, label='ROE', alpha=0.8, color='#6C5CE7')\nax3.barh(x + width/2, roe_roa_data['ROA'], width, label='ROA', alpha=0.8, color='#A29BFE')\nax3.set_xlabel('Return (%)', fontsize=11)\nax3.set_title('Return on Equity (ROE) vs Return on Assets (ROA)', fontsize=12, fontweight='bold')\nax3.set_yticks(x)\nax3.set_yticklabels(roe_roa_data.index)\nax3.legend()\nax3.grid(axis='x', alpha=0.3)\n\n# 4. P/E Ratio vs EPS\nax4 = axes[1, 1]\nfor idx, company in enumerate(df_metrics.index):\n pe = df_metrics.loc[company, 'P/E Ratio']\n eps = df_metrics.loc[company, 'EPS']\n ax4.scatter(pe, eps, s=400, alpha=0.6, color=colors[idx], label=company)\n ax4.annotate(company, (pe, eps), fontsize=9, ha='center', va='bottom')\nax4.set_xlabel('P/E Ratio', fontsize=11)\nax4.set_ylabel('Earnings Per Share ($)', fontsize=11)\nax4.set_title('Valuation: P/E Ratio vs EPS', fontsize=12, fontweight='bold')\nax4.grid(alpha=0.3)\nax4.legend(loc='best', fontsize=8)\n\nplt.tight_layout()\nplt.savefig('artifacts/rd_investment_efficiency_analysis.png', dpi=300, bbox_inches='tight')\nprint(\"✓ Saved R&D investment & efficiency analysis to artifacts/rd_investment_efficiency_analysis.png\")\nplt.close()\n", "tokens_used": 0, "latency_ms": 19038.73109817505, "model": "claude-sonnet-4-5-20250929", "response_length": 3742}} -{"event_id": 43, "timestamp": "2026-01-02T14:50:30.634562", "round": 8, "type": "plan_update", "data": {"plan_text": "1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots\n2. [x] Retrieve historical stock price data for the past year for each company\n3. [x] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company\n4. [x] Retrieve financial metrics snapshots for key performance indicators\n5. [x] Load and explore all retrieved data\n6. [x] Analyze revenue growth trends across companies\n7. [x] Analyze R&D investments and profitability metrics\n8. [x] Analyze market performance (stock price movements, returns)\n9. [x] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance)\n10. [ ] Generate summary statistics and key insights\n11. [ ] Create a comprehensive comparison dashboard\n12. [ ] Provide final summary with actionable insights and recommendations", "completed_steps": 9, "total_steps": 12, "reason": null}} -{"event_id": 44, "timestamp": "2026-01-02T14:50:31.416997", "round": 8, "type": "code_execution", "data": {"code": "# Create additional visualizations for R&D and AI investments\nfig, axes = plt.subplots(2, 2, figsize=(16, 12))\nfig.suptitle('Big Tech AI Companies - R&D Investment & Efficiency Analysis', fontsize=16, fontweight='bold')\n\n# 1. Total R&D Spending (Last 4 Quarters)\nax1 = axes[0, 0]\nrd_spending = df_summary.set_index('Company')['Total R&D'].sort_values(ascending=True)\nrd_spending.plot(kind='barh', ax=ax1, color='#FF6B6B', alpha=0.7)\nax1.set_xlabel('Total R&D Spending ($ Billions)', fontsize=11)\nax1.set_title('Total R&D Investment (Last 4 Quarters)', fontsize=12, fontweight='bold')\nax1.grid(axis='x', alpha=0.3)\nfor i, v in enumerate(rd_spending.values):\n ax1.text(v + 1, i, f'${v:.1f}B', va='center', fontsize=10)\n\n# 2. R&D as % of Revenue\nax2 = axes[0, 1]\nrd_pct = df_summary.set_index('Company')['R&D % of Revenue'].sort_values(ascending=False)\ncolors_rd = ['#FF6B6B' if x > 15 else '#4ECDC4' if x > 10 else '#95E1D3' for x in rd_pct.values]\nrd_pct.plot(kind='bar', ax=ax2, color=colors_rd, alpha=0.7)\nax2.set_ylabel('R&D as % of Revenue', fontsize=11)\nax2.set_title('R&D Intensity (R&D % of Revenue)', fontsize=12, fontweight='bold')\nax2.set_xticklabels(rd_pct.index, rotation=45, ha='right')\nax2.grid(axis='y', alpha=0.3)\nax2.axhline(y=15, color='red', linestyle='--', alpha=0.3, label='High Investment (>15%)')\nax2.legend()\nfor i, v in enumerate(rd_pct.values):\n ax2.text(i, v + 0.5, f'{v:.1f}%', ha='center', fontsize=10)\n\n# 3. Return on Equity (ROE) vs Return on Assets (ROA)\nax3 = axes[1, 0]\nroe_roa_data = df_metrics[['ROE', 'ROA']].sort_values('ROE', ascending=True)\nx = np.arange(len(roe_roa_data.index))\nwidth = 0.35\nax3.barh(x - width/2, roe_roa_data['ROE'], width, label='ROE', alpha=0.8, color='#6C5CE7')\nax3.barh(x + width/2, roe_roa_data['ROA'], width, label='ROA', alpha=0.8, color='#A29BFE')\nax3.set_xlabel('Return (%)', fontsize=11)\nax3.set_title('Return on Equity (ROE) vs Return on Assets (ROA)', fontsize=12, fontweight='bold')\nax3.set_yticks(x)\nax3.set_yticklabels(roe_roa_data.index)\nax3.legend()\nax3.grid(axis='x', alpha=0.3)\n\n# 4. P/E Ratio vs EPS\nax4 = axes[1, 1]\nfor idx, company in enumerate(df_metrics.index):\n pe = df_metrics.loc[company, 'P/E Ratio']\n eps = df_metrics.loc[company, 'EPS']\n ax4.scatter(pe, eps, s=400, alpha=0.6, color=colors[idx], label=company)\n ax4.annotate(company, (pe, eps), fontsize=9, ha='center', va='bottom')\nax4.set_xlabel('P/E Ratio', fontsize=11)\nax4.set_ylabel('Earnings Per Share ($)', fontsize=11)\nax4.set_title('Valuation: P/E Ratio vs EPS', fontsize=12, fontweight='bold')\nax4.grid(alpha=0.3)\nax4.legend(loc='best', fontsize=8)\n\nplt.tight_layout()\nplt.savefig('artifacts/rd_investment_efficiency_analysis.png', dpi=300, bbox_inches='tight')\nprint(\"✓ Saved R&D investment & efficiency analysis to artifacts/rd_investment_efficiency_analysis.png\")\nplt.close()", "success": true, "output": "✓ Saved R&D investment & efficiency analysis to artifacts/rd_investment_efficiency_analysis.png\n", "error": null, "images_count": 0, "execution_time_ms": 782.0630073547363, "code_lines": 59}} -{"event_id": 45, "timestamp": "2026-01-02T14:50:31.417794", "round": 8, "type": "round_end", "data": {"round": 8}} -{"event_id": 46, "timestamp": "2026-01-02T14:50:31.417867", "round": 9, "type": "round_start", "data": {"round": 9}} -{"event_id": 47, "timestamp": "2026-01-02T14:50:31.417902", "round": 9, "type": "llm_request", "data": {"model": "claude-sonnet-4-5-20250929", "prompt": "Code executed:\n```python\n# Create additional visualizations for R&D and AI investments\nfig, axes = plt.subplots(2, 2, figsize=(16, 12))\nfig.suptitle('Big Tech AI Companies - R&D Investment & Efficiency Analysis', fontsize=16, fontweight='bold')\n\n# 1. Total R&D Spending (Last 4 Quarters)\nax1 = axes[0, 0]\nrd_spending = df_summary.set_index('Company')['Total R&D'].sort_values(ascending=True)\nrd_spending.plot(kind='barh', ax=ax1, color='#FF6B6B', alpha=0.7)\nax1.set_xlabel('Total R&D Spending ($ Billions)', fontsize=11)\nax1.set_title('Total R&D Investment (Last 4 Quarters)', fontsize=12, fontweight='bold')\nax1.grid(axis='x', alpha=0.3)\nfor i, v in enumerate(rd_spending.values):\n ax1.text(v + 1, i, f'${v:.1f}B', va='center', fontsize=10)\n\n# 2. R&D as % of Revenue\nax2 = axes[0, 1]\nrd_pct = df_summary.set_index('Company')['R&D % of Revenue'].sort_values(ascending=False)\ncolors_rd = ['#FF6B6B' if x > 15 else '#4ECDC4' if x > 10 else '#95E1D3' for x in rd_pct.values]\nrd_pct.plot(kind='bar', ax=ax2, color=colors_rd, alpha=0.7)\nax2.set_ylabel('R&D as % of Revenue', fontsize=11)\nax2.set_title('R&D Intensity (R&D % of Revenue)', fontsize=12, fontweight='bold')\nax2.set_xticklabels(rd_pct.index, rotation=45, ha='right')\nax2.grid(axis='y', alpha=0.3)\nax2.axhline(y=15, color='red', linestyle='--', alpha=0.3, label='High Investment (>15%)')\nax2.legend()\nfor i, v in enumerate(rd_pct.values):\n ax2.text(i, v + 0.5, f'{v:.1f}%', ha='center', fontsize=10)\n\n# 3. Return on Equity (ROE) vs Return on Assets (ROA)\nax3 = axes[1, 0]\nroe_roa_data = df_metrics[['ROE', 'ROA']].sort_values('ROE', ascending=True)\nx = np.arange(len(roe_roa_data.index))\nwidth = 0.35\nax3.barh(x - width/2, roe_roa_data['ROE'], width, label='ROE', alpha=0.8, color='#6C5CE7')\nax3.barh(x + width/2, roe_roa_data['ROA'], width, label='ROA', alpha=0.8, color='#A29BFE')\nax3.set_xlabel('Return (%)', fontsize=11)\nax3.set_title('Return on Equity (ROE) vs Return on Assets (ROA)', fontsize=12, fontweight='bold')\nax3.set_yticks(x)\nax3.set_yticklabels(roe_roa_data.index)\nax3.legend()\nax3.grid(axis='x', alpha=0.3)\n\n# 4. P/E Ratio vs EPS\nax4 = axes[1, 1]\nfor idx, company in enumerate(df_metrics.index):\n pe = df_metrics.loc[company, 'P/E Ratio']\n eps = df_metrics.loc[company, 'EPS']\n ax4.scatter(pe, eps, s=400, alpha=0.6, color=colors[idx], label=company)\n ax4.annotate(company, (pe, eps), fontsize=9, ha='center', va='bottom')\nax4.set_xlabel('P/E Ratio', fontsize=11)\nax4.set_ylabel('Earnings Per Share ($)', fontsize=11)\nax4.set_title('Valuation: P/E Ratio vs EPS', fontsize=12, fontweight='bold')\nax4.grid(alpha=0.3)\nax4.legend(loc='best', fontsize=8)\n\nplt.tight_layout()\nplt.savefig('artifacts/rd_investment_efficiency_analysis.png', dpi=300, bbox_inches='tight')\nprint(\"✓ Saved R&D investment & efficiency analysis to artifacts/rd_investment_efficiency_analysis.png\")\nplt.close()\n```\n\nOutput:\n✓ Saved R&D investment & efficiency analysis to artifacts/rd_investment_efficiency_analysis.png\n", "messages_count": 46, "temperature": 0.3, "max_tokens": 4096}} -{"event_id": 48, "timestamp": "2026-01-02T14:50:55.740940", "round": 9, "type": "llm_response", "data": {"response": "\n1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots\n2. [x] Retrieve historical stock price data for the past year for each company\n3. [x] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company\n4. [x] Retrieve financial metrics snapshots for key performance indicators\n5. [x] Load and explore all retrieved data\n6. [x] Analyze revenue growth trends across companies\n7. [x] Analyze R&D investments and profitability metrics\n8. [x] Analyze market performance (stock price movements, returns)\n9. [x] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance)\n10. [ ] Generate summary statistics and key insights\n11. [ ] Create a comprehensive comparison dashboard\n12. [ ] Provide final summary with actionable insights and recommendations\n\n\n\n# Generate comprehensive key insights and summary statistics\nprint(\"=\" * 80)\nprint(\"BIG TECH AI COMPANIES - COMPREHENSIVE ANALYSIS SUMMARY\")\nprint(\"=\" * 80)\nprint(\"\\n\")\n\n# Key Insights Section\ninsights = []\n\n# 1. Market Leadership\nprint(\"1. MARKET LEADERSHIP & VALUATION\")\nprint(\"-\" * 80)\ntop_market_cap = df_metrics['Market Cap (B)'].idxmax()\nprint(f\" • Largest by Market Cap: {company_names[top_market_cap]} (${df_metrics.loc[top_market_cap, 'Market Cap (B)']:.1f}B)\")\nprint(f\" • Total Combined Market Cap: ${df_metrics['Market Cap (B)'].sum():.1f}B\")\nprint(f\" • Average P/E Ratio: {df_metrics['P/E Ratio'].mean():.1f}x\")\nprint(f\" • Highest P/E: {company_names[df_metrics['P/E Ratio'].idxmax()]} ({df_metrics['P/E Ratio'].max():.1f}x)\")\nprint(f\" • Lowest P/E: {company_names[df_metrics['P/E Ratio'].idxmin()]} ({df_metrics['P/E Ratio'].min():.1f}x)\")\nprint(\"\\n\")\n\n# 2. Growth Performance\nprint(\"2. GROWTH PERFORMANCE\")\nprint(\"-\" * 80)\nfastest_revenue = df_metrics['Revenue Growth'].idxmax()\nfastest_earnings = df_metrics['Earnings Growth'].idxmax()\nprint(f\" • Fastest Revenue Growth: {company_names[fastest_revenue]} ({df_metrics.loc[fastest_revenue, 'Revenue Growth']:.2f}%)\")\nprint(f\" • Fastest Earnings Growth: {company_names[fastest_earnings]} ({df_metrics.loc[fastest_earnings, 'Earnings Growth']:.2f}%)\")\nprint(f\" • Average Revenue Growth: {df_metrics['Revenue Growth'].mean():.2f}%\")\nprint(f\" • Companies with >10% Revenue Growth: {(df_metrics['Revenue Growth'] > 10).sum()}\")\nprint(\"\\n\")\n\n# 3. Profitability Analysis\nprint(\"3. PROFITABILITY & EFFICIENCY\")\nprint(\"-\" * 80)\nhighest_margin = df_metrics['Net Margin'].idxmax()\nhighest_roe = df_metrics['ROE'].idxmax()\nprint(f\" • Highest Net Margin: {company_names[highest_margin]} ({df_metrics.loc[highest_margin, 'Net Margin']:.1f}%)\")\nprint(f\" • Average Net Margin: {df_metrics['Net Margin'].mean():.1f}%\")\nprint(f\" • Highest ROE: {company_names[highest_roe]} ({df_metrics.loc[highest_roe, 'ROE']:.1f}%)\")\nprint(f\" • Average ROE: {df_metrics['ROE'].mean():.1f}%\")\nprint(f\" • Highest Operating Margin: {company_names[df_metrics['Operating Margin'].idxmax()]} ({df_metrics['Operating Margin'].max():.1f}%)\")\nprint(\"\\n\")\n\n# 4. R&D Investment\nprint(\"4. R&D & AI INVESTMENT\")\nprint(\"-\" * 80)\nhighest_rd_total = df_summary.set_index('Company')['Total R&D'].idxmax()\nhighest_rd_pct = df_summary.set_index('Company')['R&D % of Revenue'].idxmax()\nprint(f\" • Highest Total R&D: {highest_rd_total} (${df_summary.set_index('Company').loc[highest_rd_total, 'Total R&D']:.1f}B)\")\nprint(f\" • Total Industry R&D: ${df_summary['Total R&D'].sum():.1f}B (last 4 quarters)\")\nprint(f\" • Highest R&D Intensity: {highest_rd_pct} ({df_summary.set_index('Company').loc[highest_rd_pct, 'R&D % of Revenue']:.1f}% of revenue)\")\nprint(f\" • Average R&D Intensity: {df_summary['R&D % of Revenue'].mean():.1f}%\")\nprint(\"\\n\")\n\n# 5. Stock Performance\nprint(\"5. STOCK MARKET PERFORMANCE (Past Year)\")\nprint(\"-\" * 80)\nbest_performer = df_performance.set_index('Company')['Year Return (%)'].idxmax()\nmost_volatile = df_performance.set_index('Company')['Volatility Range (%)'].idxmax()\nprint(f\" • Best Performer: {best_performer} (+{df_performance.set_index('Company').loc[best_performer, 'Year Return (%)']:.1f}%)\")\nprint(f\" • Average Return: {df_performance['Year Return (%)'].mean():.1f}%\")\nprint(f\" • Positive Returns: {(df_performance['Year Return (%)'] > 0).sum()}/6 companies\")\nprint(f\" • Most Volatile: {most_volatile} ({df_performance.set_index('Company').loc[most_volatile, 'Volatility Range (%)']:.1f}% range)\")\nprint(\"\\n\")\n\n# 6. Risk Assessment\nprint(\"6. RISK & VOLATILITY ASSESSMENT\")\nprint(\"-\" * 80)\nfor idx, row in df_performance.iterrows():\n risk_level = \"HIGH\" if row['Volatility Range (%)'] > 70 else \"MODERATE\" if row['Volatility Range (%)'] > 50 else \"LOW\"\n print(f\" • {row['Company']:20s}: {risk_level:8s} (Max Drawdown: {row['Max Drawdown (%)']:6.1f}%)\")\nprint(\"\\n\")\n", "tokens_used": 0, "latency_ms": 24322.692155838013, "model": "claude-sonnet-4-5-20250929", "response_length": 4857}} -{"event_id": 49, "timestamp": "2026-01-02T14:50:55.742141", "round": 9, "type": "plan_update", "data": {"plan_text": "1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots\n2. [x] Retrieve historical stock price data for the past year for each company\n3. [x] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company\n4. [x] Retrieve financial metrics snapshots for key performance indicators\n5. [x] Load and explore all retrieved data\n6. [x] Analyze revenue growth trends across companies\n7. [x] Analyze R&D investments and profitability metrics\n8. [x] Analyze market performance (stock price movements, returns)\n9. [x] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance)\n10. [ ] Generate summary statistics and key insights\n11. [ ] Create a comprehensive comparison dashboard\n12. [ ] Provide final summary with actionable insights and recommendations", "completed_steps": 9, "total_steps": 12, "reason": null}} -{"event_id": 50, "timestamp": "2026-01-02T14:50:55.894226", "round": 9, "type": "code_execution", "data": {"code": "# Generate comprehensive key insights and summary statistics\nprint(\"=\" * 80)\nprint(\"BIG TECH AI COMPANIES - COMPREHENSIVE ANALYSIS SUMMARY\")\nprint(\"=\" * 80)\nprint(\"\\n\")\n\n# Key Insights Section\ninsights = []\n\n# 1. Market Leadership\nprint(\"1. MARKET LEADERSHIP & VALUATION\")\nprint(\"-\" * 80)\ntop_market_cap = df_metrics['Market Cap (B)'].idxmax()\nprint(f\" • Largest by Market Cap: {company_names[top_market_cap]} (${df_metrics.loc[top_market_cap, 'Market Cap (B)']:.1f}B)\")\nprint(f\" • Total Combined Market Cap: ${df_metrics['Market Cap (B)'].sum():.1f}B\")\nprint(f\" • Average P/E Ratio: {df_metrics['P/E Ratio'].mean():.1f}x\")\nprint(f\" • Highest P/E: {company_names[df_metrics['P/E Ratio'].idxmax()]} ({df_metrics['P/E Ratio'].max():.1f}x)\")\nprint(f\" • Lowest P/E: {company_names[df_metrics['P/E Ratio'].idxmin()]} ({df_metrics['P/E Ratio'].min():.1f}x)\")\nprint(\"\\n\")\n\n# 2. Growth Performance\nprint(\"2. GROWTH PERFORMANCE\")\nprint(\"-\" * 80)\nfastest_revenue = df_metrics['Revenue Growth'].idxmax()\nfastest_earnings = df_metrics['Earnings Growth'].idxmax()\nprint(f\" • Fastest Revenue Growth: {company_names[fastest_revenue]} ({df_metrics.loc[fastest_revenue, 'Revenue Growth']:.2f}%)\")\nprint(f\" • Fastest Earnings Growth: {company_names[fastest_earnings]} ({df_metrics.loc[fastest_earnings, 'Earnings Growth']:.2f}%)\")\nprint(f\" • Average Revenue Growth: {df_metrics['Revenue Growth'].mean():.2f}%\")\nprint(f\" • Companies with >10% Revenue Growth: {(df_metrics['Revenue Growth'] > 10).sum()}\")\nprint(\"\\n\")\n\n# 3. Profitability Analysis\nprint(\"3. PROFITABILITY & EFFICIENCY\")\nprint(\"-\" * 80)\nhighest_margin = df_metrics['Net Margin'].idxmax()\nhighest_roe = df_metrics['ROE'].idxmax()\nprint(f\" • Highest Net Margin: {company_names[highest_margin]} ({df_metrics.loc[highest_margin, 'Net Margin']:.1f}%)\")\nprint(f\" • Average Net Margin: {df_metrics['Net Margin'].mean():.1f}%\")\nprint(f\" • Highest ROE: {company_names[highest_roe]} ({df_metrics.loc[highest_roe, 'ROE']:.1f}%)\")\nprint(f\" • Average ROE: {df_metrics['ROE'].mean():.1f}%\")\nprint(f\" • Highest Operating Margin: {company_names[df_metrics['Operating Margin'].idxmax()]} ({df_metrics['Operating Margin'].max():.1f}%)\")\nprint(\"\\n\")\n\n# 4. R&D Investment\nprint(\"4. R&D & AI INVESTMENT\")\nprint(\"-\" * 80)\nhighest_rd_total = df_summary.set_index('Company')['Total R&D'].idxmax()\nhighest_rd_pct = df_summary.set_index('Company')['R&D % of Revenue'].idxmax()\nprint(f\" • Highest Total R&D: {highest_rd_total} (${df_summary.set_index('Company').loc[highest_rd_total, 'Total R&D']:.1f}B)\")\nprint(f\" • Total Industry R&D: ${df_summary['Total R&D'].sum():.1f}B (last 4 quarters)\")\nprint(f\" • Highest R&D Intensity: {highest_rd_pct} ({df_summary.set_index('Company').loc[highest_rd_pct, 'R&D % of Revenue']:.1f}% of revenue)\")\nprint(f\" • Average R&D Intensity: {df_summary['R&D % of Revenue'].mean():.1f}%\")\nprint(\"\\n\")\n\n# 5. Stock Performance\nprint(\"5. STOCK MARKET PERFORMANCE (Past Year)\")\nprint(\"-\" * 80)\nbest_performer = df_performance.set_index('Company')['Year Return (%)'].idxmax()\nmost_volatile = df_performance.set_index('Company')['Volatility Range (%)'].idxmax()\nprint(f\" • Best Performer: {best_performer} (+{df_performance.set_index('Company').loc[best_performer, 'Year Return (%)']:.1f}%)\")\nprint(f\" • Average Return: {df_performance['Year Return (%)'].mean():.1f}%\")\nprint(f\" • Positive Returns: {(df_performance['Year Return (%)'] > 0).sum()}/6 companies\")\nprint(f\" • Most Volatile: {most_volatile} ({df_performance.set_index('Company').loc[most_volatile, 'Volatility Range (%)']:.1f}% range)\")\nprint(\"\\n\")\n\n# 6. Risk Assessment\nprint(\"6. RISK & VOLATILITY ASSESSMENT\")\nprint(\"-\" * 80)\nfor idx, row in df_performance.iterrows():\n risk_level = \"HIGH\" if row['Volatility Range (%)'] > 70 else \"MODERATE\" if row['Volatility Range (%)'] > 50 else \"LOW\"\n print(f\" • {row['Company']:20s}: {risk_level:8s} (Max Drawdown: {row['Max Drawdown (%)']:6.1f}%)\")\nprint(\"\\n\")", "success": true, "output": "================================================================================\nBIG TECH AI COMPANIES - COMPREHENSIVE ANALYSIS SUMMARY\n================================================================================\n\n\n1. MARKET LEADERSHIP & VALUATION\n--------------------------------------------------------------------------------\n • Largest by Market Cap: NVIDIA ($4603.5B)\n • Total Combined Market Cap: $20007.8B\n • Average P/E Ratio: 34.4x\n • Highest P/E: NVIDIA (46.4x)\n • Lowest P/E: Meta (Facebook) (28.0x)\n\n\n2. GROWTH PERFORMANCE\n--------------------------------------------------------------------------------\n • Fastest Revenue Growth: NVIDIA (13.27%)\n • Fastest Earnings Growth: NVIDIA (14.55%)\n • Average Revenue Growth: 5.39%\n • Companies with >10% Revenue Growth: 1\n\n\n3. PROFITABILITY & EFFICIENCY\n--------------------------------------------------------------------------------\n • Highest Net Margin: NVIDIA (53.0%)\n • Average Net Margin: 31.6%\n • Highest ROE: Apple (151.9%)\n • Average ROE: 57.9%\n • Highest Operating Margin: NVIDIA (62.3%)\n\n\n4. R&D & AI INVESTMENT\n--------------------------------------------------------------------------------\n • Highest Total R&D: Amazon ($102.7B)\n • Total Industry R&D: $295.1B (last 4 quarters)\n • Highest R&D Intensity: Meta (Facebook) (27.7% of revenue)\n • Average R&D Intensity: 14.2%\n\n\n5. STOCK MARKET PERFORMANCE (Past Year)\n--------------------------------------------------------------------------------\n • Best Performer: Alphabet (Google) (+66.5%)\n • Average Return: 23.1%\n • Positive Returns: 6/6 companies\n • Most Volatile: Alphabet (Google) (99.4% range)\n\n\n6. RISK & VOLATILITY ASSESSMENT\n--------------------------------------------------------------------------------\n • Microsoft : LOW (Max Drawdown: -12.3%)\n • Apple : LOW (Max Drawdown: -30.6%)\n • Alphabet (Google) : HIGH (Max Drawdown: -25.8%)\n • Amazon : LOW (Max Drawdown: -26.7%)\n • Meta (Facebook) : MODERATE (Max Drawdown: -19.9%)\n • NVIDIA : HIGH (Max Drawdown: -37.4%)\n\n\n", "error": null, "images_count": 0, "execution_time_ms": 149.60622787475586, "code_lines": 72}} -{"event_id": 51, "timestamp": "2026-01-02T14:50:55.895615", "round": 9, "type": "round_end", "data": {"round": 9}} -{"event_id": 52, "timestamp": "2026-01-02T14:50:55.895723", "round": 10, "type": "round_start", "data": {"round": 10}} -{"event_id": 53, "timestamp": "2026-01-02T14:50:55.895772", "round": 10, "type": "llm_request", "data": {"model": "claude-sonnet-4-5-20250929", "prompt": "Code executed:\n```python\n# Generate comprehensive key insights and summary statistics\nprint(\"=\" * 80)\nprint(\"BIG TECH AI COMPANIES - COMPREHENSIVE ANALYSIS SUMMARY\")\nprint(\"=\" * 80)\nprint(\"\\n\")\n\n# Key Insights Section\ninsights = []\n\n# 1. Market Leadership\nprint(\"1. MARKET LEADERSHIP & VALUATION\")\nprint(\"-\" * 80)\ntop_market_cap = df_metrics['Market Cap (B)'].idxmax()\nprint(f\" • Largest by Market Cap: {company_names[top_market_cap]} (${df_metrics.loc[top_market_cap, 'Market Cap (B)']:.1f}B)\")\nprint(f\" • Total Combined Market Cap: ${df_metrics['Market Cap (B)'].sum():.1f}B\")\nprint(f\" • Average P/E Ratio: {df_metrics['P/E Ratio'].mean():.1f}x\")\nprint(f\" • Highest P/E: {company_names[df_metrics['P/E Ratio'].idxmax()]} ({df_metrics['P/E Ratio'].max():.1f}x)\")\nprint(f\" • Lowest P/E: {company_names[df_metrics['P/E Ratio'].idxmin()]} ({df_metrics['P/E Ratio'].min():.1f}x)\")\nprint(\"\\n\")\n\n# 2. Growth Performance\nprint(\"2. GROWTH PERFORMANCE\")\nprint(\"-\" * 80)\nfastest_revenue = df_metrics['Revenue Growth'].idxmax()\nfastest_earnings = df_metrics['Earnings Growth'].idxmax()\nprint(f\" • Fastest Revenue Growth: {company_names[fastest_revenue]} ({df_metrics.loc[fastest_revenue, 'Revenue Growth']:.2f}%)\")\nprint(f\" • Fastest Earnings Growth: {company_names[fastest_earnings]} ({df_metrics.loc[fastest_earnings, 'Earnings Growth']:.2f}%)\")\nprint(f\" • Average Revenue Growth: {df_metrics['Revenue Growth'].mean():.2f}%\")\nprint(f\" • Companies with >10% Revenue Growth: {(df_metrics['Revenue Growth'] > 10).sum()}\")\nprint(\"\\n\")\n\n# 3. Profitability Analysis\nprint(\"3. PROFITABILITY & EFFICIENCY\")\nprint(\"-\" * 80)\nhighest_margin = df_metrics['Net Margin'].idxmax()\nhighest_roe = df_metrics['ROE'].idxmax()\nprint(f\" • Highest Net Margin: {company_names[highest_margin]} ({df_metrics.loc[highest_margin, 'Net Margin']:.1f}%)\")\nprint(f\" • Average Net Margin: {df_metrics['Net Margin'].mean():.1f}%\")\nprint(f\" • Highest ROE: {company_names[highest_roe]} ({df_metrics.loc[highest_roe, 'ROE']:.1f}%)\")\nprint(f\" • Average ROE: {df_metrics['ROE'].mean():.1f}%\")\nprint(f\" • Highest Operating Margin: {company_names[df_metrics['Operating Margin'].idxmax()]} ({df_metrics['Operating Margin'].max():.1f}%)\")\nprint(\"\\n\")\n\n# 4. R&D Investment\nprint(\"4. R&D & AI INVESTMENT\")\nprint(\"-\" * 80)\nhighest_rd_total = df_summary.set_index('Company')['Total R&D'].idxmax()\nhighest_rd_pct = df_summary.set_index('Company')['R&D % of Revenue'].idxmax()\nprint(f\" • Highest Total R&D: {highest_rd_total} (${df_summary.set_index('Company').loc[highest_rd_total, 'Total R&D']:.1f}B)\")\nprint(f\" • Total Industry R&D: ${df_summary['Total R&D'].sum():.1f}B (last 4 quarters)\")\nprint(f\" • Highest R&D Intensity: {highest_rd_pct} ({df_summary.set_index('Company').loc[highest_rd_pct, 'R&D % of Revenue']:.1f}% of revenue)\")\nprint(f\" • Average R&D Intensity: {df_summary['R&D % of Revenue'].mean():.1f}%\")\nprint(\"\\n\")\n\n# 5. Stock Performance\nprint(\"5. STOCK MARKET PERFORMANCE (Past Year)\")\nprint(\"-\" * 80)\nbest_performer = df_performance.set_index('Company')['Year Return (%)'].idxmax()\nmost_volatile = df_performance.set_index('Company')['Volatility Range (%)'].idxmax()\nprint(f\" • Best Performer: {best_performer} (+{df_performance.set_index('Company').loc[best_performer, 'Year Return (%)']:.1f}%)\")\nprint(f\" • Average Return: {df_performance['Year Return (%)'].mean():.1f}%\")\nprint(f\" • Positive Returns: {(df_performance['Year Return (%)'] > 0).sum()}/6 companies\")\nprint(f\" • Most Volatile: {most_volatile} ({df_performance.set_index('Company').loc[most_volatile, 'Volatility Range (%)']:.1f}% range)\")\nprint(\"\\n\")\n\n# 6. Risk Assessment\nprint(\"6. RISK & VOLATILITY ASSESSMENT\")\nprint(\"-\" * 80)\nfor idx, row in df_performance.iterrows():\n risk_level = \"HIGH\" if row['Volatility Range (%)'] > 70 else \"MODERATE\" if row['Volatility Range (%)'] > 50 else \"LOW\"\n print(f\" • {row['Company']:20s}: {risk_level:8s} (Max Drawdown: {row['Max Drawdown (%)']:6.1f}%)\")\nprint(\"\\n\")\n```\n\nOutput:\n================================================================================\nBIG TECH AI COMPANIES - COMPREHENSIVE ANALYSIS SUMMARY\n================================================================================\n\n\n1. MARKET LEADERSHIP & VALUATION\n--------------------------------------------------------------------------------\n • Largest by Market Cap: NVIDIA ($4603.5B)\n • Total Combined Market Cap: $20007.8B\n • Average P/E Ratio: 34.4x\n • Highest P/E: NVIDIA (46.4x)\n • Lowest P/E: Meta (Facebook) (28.0x)\n\n\n2. GROWTH PERFORMANCE\n--------------------------------------------------------------------------------\n • Fastest Revenue Growth: NVIDIA (13.27%)\n • Fastest Earnings Growth: NVIDIA (14.55%)\n • Average Revenue Growth: 5.39%\n • Companies with >10% Revenue Growth: 1\n\n\n3. PROFITABILITY & EFFICIENCY\n--------------------------------------------------------------------------------\n • Highest Net Margin: NVIDIA (53.0%)\n • Average Net Margin: 31.6%\n • Highest ROE: Apple (151.9%)\n • Average ROE: 57.9%\n • Highest Operating Margin: NVIDIA (62.3%)\n\n\n4. R&D & AI INVESTMENT\n--------------------------------------------------------------------------------\n • Highest Total R&D: Amazon ($102.7B)\n • Total Industry R&D: $295.1B (last 4 quarters)\n • Highest R&D Intensity: Meta (Facebook) (27.7% of revenue)\n • Average R&D Intensity: 14.2%\n\n\n5. STOCK MARKET PERFORMANCE (Past Year)\n--------------------------------------------------------------------------------\n • Best Performer: Alphabet (Google) (+66.5%)\n • Average Return: 23.1%\n • Positive Returns: 6/6 companies\n • Most Volatile: Alphabet (Google) (99.4% range)\n\n\n6. RISK & VOLATILITY ASSESSMENT\n--------------------------------------------------------------------------------\n • Microsoft : LOW (Max Drawdown: -12.3%)\n • Apple : LOW (Max Drawdown: -30.6%)\n • Alphabet (Google) : HIGH (Max Drawdown: -25.8%)\n • Amazon : LOW (Max Drawdown: -26.7%)\n • Meta (Facebook) : MODERATE (Max Drawdown: -19.9%)\n • NVIDIA : HIGH (Max Drawdown: -37.4%)\n\n\n", "messages_count": 48, "temperature": 0.3, "max_tokens": 4096}} -{"event_id": 54, "timestamp": "2026-01-02T14:51:45.038687", "round": 10, "type": "llm_response", "data": {"response": "\n1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots\n2. [x] Retrieve historical stock price data for the past year for each company\n3. [x] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company\n4. [x] Retrieve financial metrics snapshots for key performance indicators\n5. [x] Load and explore all retrieved data\n6. [x] Analyze revenue growth trends across companies\n7. [x] Analyze R&D investments and profitability metrics\n8. [x] Analyze market performance (stock price movements, returns)\n9. [x] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance)\n10. [x] Generate summary statistics and key insights\n11. [ ] Create a comprehensive comparison dashboard\n12. [ ] Provide final summary with actionable insights and recommendations\n\n\n\n# Create final comprehensive executive summary report\nreport = []\n\nreport.append(\"=\" * 80)\nreport.append(\"EXECUTIVE SUMMARY: BIG TECH AI COMPANIES COMPARATIVE ANALYSIS\")\nreport.append(\"=\" * 80)\nreport.append(\"\")\nreport.append(\"Analysis Period: January 2025 - January 2026\")\nreport.append(\"Companies Analyzed: Microsoft, Apple, Alphabet (Google), Amazon, Meta, NVIDIA\")\nreport.append(\"\")\n\nreport.append(\"=\" * 80)\nreport.append(\"KEY FINDINGS & STRATEGIC INSIGHTS\")\nreport.append(\"=\" * 80)\nreport.append(\"\")\n\nreport.append(\"1. AI LEADERSHIP & MARKET DOMINANCE\")\nreport.append(\"-\" * 80)\nreport.append(\" NVIDIA emerges as the clear AI infrastructure leader:\")\nreport.append(\" • Largest market cap: $4.6 trillion\")\nreport.append(\" • Highest revenue growth: 13.3% (far exceeding peers)\")\nreport.append(\" • Exceptional profitability: 53% net margin, 62% operating margin\")\nreport.append(\" • Stock return: +37% (2nd best performer)\")\nreport.append(\"\")\nreport.append(\" Key Insight: NVIDIA's dominance in AI chips (GPUs) positions it as the\")\nreport.append(\" 'picks and shovels' provider of the AI revolution, benefiting from all\")\nreport.append(\" other companies' AI investments.\")\nreport.append(\"\")\n\nreport.append(\"2. ALPHABET (GOOGLE): THE SURPRISE WINNER\")\nreport.append(\"-\" * 80)\nreport.append(\" Alphabet delivered the best stock performance:\")\nreport.append(\" • Stock return: +66.5% (best among all six)\")\nreport.append(\" • Strong revenue growth: 3.8%\")\nreport.append(\" • Solid profitability: 32% net margin\")\nreport.append(\" • Heavy R&D investment: $55.6B (14.4% of revenue)\")\nreport.append(\"\")\nreport.append(\" Key Insight: Market recognizes Google's AI integration (Gemini, Search AI)\")\nreport.append(\" and cloud growth potential. However, high volatility (99% range) indicates\")\nreport.append(\" significant uncertainty and risk.\")\nreport.append(\"\")\n\nreport.append(\"3. R&D INVESTMENT PATTERNS\")\nreport.append(\"-\" * 80)\nreport.append(\" Total industry R&D spending: $295.1 billion (last 4 quarters)\")\nreport.append(\"\")\nreport.append(\" Investment Leaders:\")\nreport.append(\" • Amazon: $102.7B total (14.9% of revenue) - AWS AI infrastructure\")\nreport.append(\" • Alphabet: $55.6B total (14.4% of revenue) - AI models & cloud\")\nreport.append(\" • Meta: $52.4B total (27.7% of revenue!) - Metaverse & AI\")\nreport.append(\"\")\nreport.append(\" Key Insight: Meta's extraordinary 27.7% R&D intensity reflects aggressive\")\nreport.append(\" AI and metaverse investments, but resulted in -18% earnings growth,\")\nreport.append(\" raising questions about ROI and capital efficiency.\")\nreport.append(\"\")\n\nreport.append(\"4. PROFITABILITY & EFFICIENCY ANALYSIS\")\nreport.append(\"-\" * 80)\nreport.append(\" Profitability Champions:\")\nreport.append(\" • NVIDIA: 53% net margin (exceptional for hardware)\")\nreport.append(\" • Microsoft: 36% net margin (software/cloud efficiency)\")\nreport.append(\" • Alphabet: 32% net margin (advertising + cloud)\")\nreport.append(\"\")\nreport.append(\" Efficiency Leaders (ROE):\")\nreport.append(\" • Apple: 152% ROE (capital-light model, massive buybacks)\")\nreport.append(\" • NVIDIA: 83% ROE (high-margin AI chips)\")\nreport.append(\" • Alphabet: 32% ROE\")\nreport.append(\"\")\nreport.append(\" Concern: Amazon's 11% net margin remains lowest, despite massive scale.\")\nreport.append(\" Retail operations continue to pressure overall profitability.\")\nreport.append(\"\")\n\nreport.append(\"5. STOCK PERFORMANCE & RISK PROFILE\")\nreport.append(\"-\" * 80)\nreport.append(\" All six companies delivered positive returns (average: +23.1%)\")\nreport.append(\"\")\nreport.append(\" Performance Ranking:\")\nreport.append(\" 1. Alphabet: +66.5% (HIGH risk - 99% volatility)\")\nreport.append(\" 2. NVIDIA: +36.9% (HIGH risk - 91% volatility)\")\nreport.append(\" 3. Microsoft: +12.9% (LOW risk - 45% volatility)\")\nreport.append(\" 4. Apple: +10.9% (LOW risk - 44% volatility)\")\nreport.append(\" 5. Meta: +8.9% (MODERATE risk - 52% volatility)\")\nreport.append(\" 6. Amazon: +2.9% (LOW risk - 44% volatility)\")\nreport.append(\"\")\nreport.append(\" Key Insight: Higher AI exposure correlates with higher returns BUT also\")\nreport.append(\" significantly higher volatility. Conservative investors may prefer\")\nreport.append(\" Microsoft or Apple for AI exposure with lower risk.\")\nreport.append(\"\")\n\nreport.append(\"=\" * 80)\nreport.append(\"INVESTMENT RECOMMENDATIONS BY INVESTOR PROFILE\")\nreport.append(\"=\" * 80)\nreport.append(\"\")\n\nreport.append(\"GROWTH INVESTORS (High Risk Tolerance):\")\nreport.append(\" 1. NVIDIA - Pure AI infrastructure play, exceptional growth & margins\")\nreport.append(\" 2. Alphabet - Strong AI integration, cloud growth, attractive valuation (P/E: 31)\")\nreport.append(\" Rationale: Highest growth potential, leading AI capabilities\")\nreport.append(\"\")\n\nreport.append(\"BALANCED INVESTORS (Moderate Risk):\")\nreport.append(\" 1. Microsoft - Steady growth, Azure AI leadership, enterprise dominance\")\nreport.append(\" 2. Apple - Strong ecosystem, emerging AI features, capital returns\")\nreport.append(\" Rationale: Solid fundamentals, lower volatility, consistent performance\")\nreport.append(\"\")\n\nreport.append(\"VALUE/INCOME INVESTORS (Low Risk):\")\nreport.append(\" 1. Apple - Lowest volatility, strong cash flow, shareholder returns\")\nreport.append(\" 2. Microsoft - Predictable revenue, dividend growth, enterprise stability\")\nreport.append(\" Rationale: Defensive qualities, proven business models, lower drawdowns\")\nreport.append(\"\")\n\nreport.append(\"AVOID/CAUTION:\")\nreport.append(\" • Meta - Negative earnings growth (-18%), unclear metaverse ROI\")\nreport.append(\" • Amazon - Lowest margins, modest returns despite massive R&D\")\nreport.append(\"\")\n\nreport.append(\"=\" * 80)\nreport.append(\"STRATEGIC THEMES & FUTURE OUTLOOK\")\nreport.append(\"=\" * 80)\nreport.append(\"\")\n\nreport.append(\"1. AI Infrastructure Dominance: NVIDIA's GPU monopoly creates pricing power\")\nreport.append(\" and exceptional margins. Watch for competition from custom chips (Google TPU,\")\nreport.append(\" Amazon Trainium, Microsoft Maia).\")\nreport.append(\"\")\n\nreport.append(\"2. Cloud AI Integration: Microsoft (Azure AI), Alphabet (Vertex AI), and\")\nreport.append(\" Amazon (Bedrock) are racing to monetize AI through cloud platforms.\")\nreport.append(\" Microsoft currently leads in enterprise AI adoption.\")\nreport.append(\"\")\n\nreport.append(\"3. Consumer AI Applications: Apple's on-device AI and Google's Search AI\")\nreport.append(\" integration will drive next phase of growth. Watch for AI-driven\")\nreport.append(\" hardware refresh cycles.\")\nreport.append(\"\")\n\nreport.append(\"4. R&D Efficiency Concerns: Meta's 27.7% R&D spending with negative earnings\")\nreport.append(\" growth raises questions. Investors should monitor ROI on AI investments\")\nreport.append(\" across all companies.\")\nreport.append(\"\")\n\nreport.append(\"5. Regulatory Risks: All six face antitrust scrutiny. AI regulation could\")\nreport.append(\" impact competitive dynamics and profitability.\")\nreport.append(\"\")\n\nreport.append(\"=\" * 80)\nreport.append(\"CONCLUSION\")\nreport.append(\"=\" * 80)\nreport.append(\"\")\nreport.append(\"The Big Tech AI race is creating unprecedented value ($20 trillion combined\")\nreport.append(\"market cap) but with significant differentiation:\")\nreport.append(\"\")\nreport.append(\"• NVIDIA: Clear AI infrastructure winner - highest growth & profitability\")\nreport.append(\"• Microsoft: Best balanced play - growth + stability + enterprise AI\")\nreport.append(\"• Alphabet: Highest upside potential but with elevated risk\")\nreport.append(\"• Apple: Defensive quality play with emerging AI catalysts\")\nreport.append(\"• Meta: High risk turnaround story - execution concerns remain\")\nreport.append(\"• Amazon: Solid but unexciting - margins remain a challenge\")\nreport.append(\"\")\nreport.append(\"All six companies are investing heavily in AI ($295B combined R&D), but\")\nreport.append(\"monetization strategies and execution vary significantly. Investors should\")\nreport.append(\"align choices with risk tolerance and investment horizon.\")\nreport.append(\"\")\nreport.append(\"=\" * 80)\nreport.append(\"END OF REPORT\")\nreport.append(\"=\" * 80)\n\n# Save report\nreport_text = \"\\n\".join(report)\nwith open('artifacts/executive_summary_report.txt', 'w') as f:\n f.write(report_text)\n\nprint(report_text)\nprint(\"\\n✓ Saved executive summary report to artifacts/executive_summary_report.txt\")\n", "tokens_used": 0, "latency_ms": 49139.5058631897, "model": "claude-sonnet-4-5-20250929", "response_length": 9301}} -{"event_id": 55, "timestamp": "2026-01-02T14:51:45.039998", "round": 10, "type": "plan_update", "data": {"plan_text": "1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots\n2. [x] Retrieve historical stock price data for the past year for each company\n3. [x] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company\n4. [x] Retrieve financial metrics snapshots for key performance indicators\n5. [x] Load and explore all retrieved data\n6. [x] Analyze revenue growth trends across companies\n7. [x] Analyze R&D investments and profitability metrics\n8. [x] Analyze market performance (stock price movements, returns)\n9. [x] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance)\n10. [x] Generate summary statistics and key insights\n11. [ ] Create a comprehensive comparison dashboard\n12. [ ] Provide final summary with actionable insights and recommendations", "completed_steps": 10, "total_steps": 12, "reason": null}} -{"event_id": 56, "timestamp": "2026-01-02T14:51:45.180309", "round": 10, "type": "code_execution", "data": {"code": "# Create final comprehensive executive summary report\nreport = []\n\nreport.append(\"=\" * 80)\nreport.append(\"EXECUTIVE SUMMARY: BIG TECH AI COMPANIES COMPARATIVE ANALYSIS\")\nreport.append(\"=\" * 80)\nreport.append(\"\")\nreport.append(\"Analysis Period: January 2025 - January 2026\")\nreport.append(\"Companies Analyzed: Microsoft, Apple, Alphabet (Google), Amazon, Meta, NVIDIA\")\nreport.append(\"\")\n\nreport.append(\"=\" * 80)\nreport.append(\"KEY FINDINGS & STRATEGIC INSIGHTS\")\nreport.append(\"=\" * 80)\nreport.append(\"\")\n\nreport.append(\"1. AI LEADERSHIP & MARKET DOMINANCE\")\nreport.append(\"-\" * 80)\nreport.append(\" NVIDIA emerges as the clear AI infrastructure leader:\")\nreport.append(\" • Largest market cap: $4.6 trillion\")\nreport.append(\" • Highest revenue growth: 13.3% (far exceeding peers)\")\nreport.append(\" • Exceptional profitability: 53% net margin, 62% operating margin\")\nreport.append(\" • Stock return: +37% (2nd best performer)\")\nreport.append(\"\")\nreport.append(\" Key Insight: NVIDIA's dominance in AI chips (GPUs) positions it as the\")\nreport.append(\" 'picks and shovels' provider of the AI revolution, benefiting from all\")\nreport.append(\" other companies' AI investments.\")\nreport.append(\"\")\n\nreport.append(\"2. ALPHABET (GOOGLE): THE SURPRISE WINNER\")\nreport.append(\"-\" * 80)\nreport.append(\" Alphabet delivered the best stock performance:\")\nreport.append(\" • Stock return: +66.5% (best among all six)\")\nreport.append(\" • Strong revenue growth: 3.8%\")\nreport.append(\" • Solid profitability: 32% net margin\")\nreport.append(\" • Heavy R&D investment: $55.6B (14.4% of revenue)\")\nreport.append(\"\")\nreport.append(\" Key Insight: Market recognizes Google's AI integration (Gemini, Search AI)\")\nreport.append(\" and cloud growth potential. However, high volatility (99% range) indicates\")\nreport.append(\" significant uncertainty and risk.\")\nreport.append(\"\")\n\nreport.append(\"3. R&D INVESTMENT PATTERNS\")\nreport.append(\"-\" * 80)\nreport.append(\" Total industry R&D spending: $295.1 billion (last 4 quarters)\")\nreport.append(\"\")\nreport.append(\" Investment Leaders:\")\nreport.append(\" • Amazon: $102.7B total (14.9% of revenue) - AWS AI infrastructure\")\nreport.append(\" • Alphabet: $55.6B total (14.4% of revenue) - AI models & cloud\")\nreport.append(\" • Meta: $52.4B total (27.7% of revenue!) - Metaverse & AI\")\nreport.append(\"\")\nreport.append(\" Key Insight: Meta's extraordinary 27.7% R&D intensity reflects aggressive\")\nreport.append(\" AI and metaverse investments, but resulted in -18% earnings growth,\")\nreport.append(\" raising questions about ROI and capital efficiency.\")\nreport.append(\"\")\n\nreport.append(\"4. PROFITABILITY & EFFICIENCY ANALYSIS\")\nreport.append(\"-\" * 80)\nreport.append(\" Profitability Champions:\")\nreport.append(\" • NVIDIA: 53% net margin (exceptional for hardware)\")\nreport.append(\" • Microsoft: 36% net margin (software/cloud efficiency)\")\nreport.append(\" • Alphabet: 32% net margin (advertising + cloud)\")\nreport.append(\"\")\nreport.append(\" Efficiency Leaders (ROE):\")\nreport.append(\" • Apple: 152% ROE (capital-light model, massive buybacks)\")\nreport.append(\" • NVIDIA: 83% ROE (high-margin AI chips)\")\nreport.append(\" • Alphabet: 32% ROE\")\nreport.append(\"\")\nreport.append(\" Concern: Amazon's 11% net margin remains lowest, despite massive scale.\")\nreport.append(\" Retail operations continue to pressure overall profitability.\")\nreport.append(\"\")\n\nreport.append(\"5. STOCK PERFORMANCE & RISK PROFILE\")\nreport.append(\"-\" * 80)\nreport.append(\" All six companies delivered positive returns (average: +23.1%)\")\nreport.append(\"\")\nreport.append(\" Performance Ranking:\")\nreport.append(\" 1. Alphabet: +66.5% (HIGH risk - 99% volatility)\")\nreport.append(\" 2. NVIDIA: +36.9% (HIGH risk - 91% volatility)\")\nreport.append(\" 3. Microsoft: +12.9% (LOW risk - 45% volatility)\")\nreport.append(\" 4. Apple: +10.9% (LOW risk - 44% volatility)\")\nreport.append(\" 5. Meta: +8.9% (MODERATE risk - 52% volatility)\")\nreport.append(\" 6. Amazon: +2.9% (LOW risk - 44% volatility)\")\nreport.append(\"\")\nreport.append(\" Key Insight: Higher AI exposure correlates with higher returns BUT also\")\nreport.append(\" significantly higher volatility. Conservative investors may prefer\")\nreport.append(\" Microsoft or Apple for AI exposure with lower risk.\")\nreport.append(\"\")\n\nreport.append(\"=\" * 80)\nreport.append(\"INVESTMENT RECOMMENDATIONS BY INVESTOR PROFILE\")\nreport.append(\"=\" * 80)\nreport.append(\"\")\n\nreport.append(\"GROWTH INVESTORS (High Risk Tolerance):\")\nreport.append(\" 1. NVIDIA - Pure AI infrastructure play, exceptional growth & margins\")\nreport.append(\" 2. Alphabet - Strong AI integration, cloud growth, attractive valuation (P/E: 31)\")\nreport.append(\" Rationale: Highest growth potential, leading AI capabilities\")\nreport.append(\"\")\n\nreport.append(\"BALANCED INVESTORS (Moderate Risk):\")\nreport.append(\" 1. Microsoft - Steady growth, Azure AI leadership, enterprise dominance\")\nreport.append(\" 2. Apple - Strong ecosystem, emerging AI features, capital returns\")\nreport.append(\" Rationale: Solid fundamentals, lower volatility, consistent performance\")\nreport.append(\"\")\n\nreport.append(\"VALUE/INCOME INVESTORS (Low Risk):\")\nreport.append(\" 1. Apple - Lowest volatility, strong cash flow, shareholder returns\")\nreport.append(\" 2. Microsoft - Predictable revenue, dividend growth, enterprise stability\")\nreport.append(\" Rationale: Defensive qualities, proven business models, lower drawdowns\")\nreport.append(\"\")\n\nreport.append(\"AVOID/CAUTION:\")\nreport.append(\" • Meta - Negative earnings growth (-18%), unclear metaverse ROI\")\nreport.append(\" • Amazon - Lowest margins, modest returns despite massive R&D\")\nreport.append(\"\")\n\nreport.append(\"=\" * 80)\nreport.append(\"STRATEGIC THEMES & FUTURE OUTLOOK\")\nreport.append(\"=\" * 80)\nreport.append(\"\")\n\nreport.append(\"1. AI Infrastructure Dominance: NVIDIA's GPU monopoly creates pricing power\")\nreport.append(\" and exceptional margins. Watch for competition from custom chips (Google TPU,\")\nreport.append(\" Amazon Trainium, Microsoft Maia).\")\nreport.append(\"\")\n\nreport.append(\"2. Cloud AI Integration: Microsoft (Azure AI), Alphabet (Vertex AI), and\")\nreport.append(\" Amazon (Bedrock) are racing to monetize AI through cloud platforms.\")\nreport.append(\" Microsoft currently leads in enterprise AI adoption.\")\nreport.append(\"\")\n\nreport.append(\"3. Consumer AI Applications: Apple's on-device AI and Google's Search AI\")\nreport.append(\" integration will drive next phase of growth. Watch for AI-driven\")\nreport.append(\" hardware refresh cycles.\")\nreport.append(\"\")\n\nreport.append(\"4. R&D Efficiency Concerns: Meta's 27.7% R&D spending with negative earnings\")\nreport.append(\" growth raises questions. Investors should monitor ROI on AI investments\")\nreport.append(\" across all companies.\")\nreport.append(\"\")\n\nreport.append(\"5. Regulatory Risks: All six face antitrust scrutiny. AI regulation could\")\nreport.append(\" impact competitive dynamics and profitability.\")\nreport.append(\"\")\n\nreport.append(\"=\" * 80)\nreport.append(\"CONCLUSION\")\nreport.append(\"=\" * 80)\nreport.append(\"\")\nreport.append(\"The Big Tech AI race is creating unprecedented value ($20 trillion combined\")\nreport.append(\"market cap) but with significant differentiation:\")\nreport.append(\"\")\nreport.append(\"• NVIDIA: Clear AI infrastructure winner - highest growth & profitability\")\nreport.append(\"• Microsoft: Best balanced play - growth + stability + enterprise AI\")\nreport.append(\"• Alphabet: Highest upside potential but with elevated risk\")\nreport.append(\"• Apple: Defensive quality play with emerging AI catalysts\")\nreport.append(\"• Meta: High risk turnaround story - execution concerns remain\")\nreport.append(\"• Amazon: Solid but unexciting - margins remain a challenge\")\nreport.append(\"\")\nreport.append(\"All six companies are investing heavily in AI ($295B combined R&D), but\")\nreport.append(\"monetization strategies and execution vary significantly. Investors should\")\nreport.append(\"align choices with risk tolerance and investment horizon.\")\nreport.append(\"\")\nreport.append(\"=\" * 80)\nreport.append(\"END OF REPORT\")\nreport.append(\"=\" * 80)\n\n# Save report\nreport_text = \"\\n\".join(report)\nwith open('artifacts/executive_summary_report.txt', 'w') as f:\n f.write(report_text)\n\nprint(report_text)\nprint(\"\\n✓ Saved executive summary report to artifacts/executive_summary_report.txt\")", "success": true, "output": "================================================================================\nEXECUTIVE SUMMARY: BIG TECH AI COMPANIES COMPARATIVE ANALYSIS\n================================================================================\n\nAnalysis Period: January 2025 - January 2026\nCompanies Analyzed: Microsoft, Apple, Alphabet (Google), Amazon, Meta, NVIDIA\n\n================================================================================\nKEY FINDINGS & STRATEGIC INSIGHTS\n================================================================================\n\n1. AI LEADERSHIP & MARKET DOMINANCE\n--------------------------------------------------------------------------------\n NVIDIA emerges as the clear AI infrastructure leader:\n • Largest market cap: $4.6 trillion\n • Highest revenue growth: 13.3% (far exceeding peers)\n • Exceptional profitability: 53% net margin, 62% operating margin\n • Stock return: +37% (2nd best performer)\n\n Key Insight: NVIDIA's dominance in AI chips (GPUs) positions it as the\n 'picks and shovels' provider of the AI revolution, benefiting from all\n other companies' AI investments.\n\n2. ALPHABET (GOOGLE): THE SURPRISE WINNER\n--------------------------------------------------------------------------------\n Alphabet delivered the best stock performance:\n • Stock return: +66.5% (best among all six)\n • Strong revenue growth: 3.8%\n • Solid profitability: 32% net margin\n • Heavy R&D investment: $55.6B (14.4% of revenue)\n\n Key Insight: Market recognizes Google's AI integration (Gemini, Search AI)\n and cloud growth potential. However, high volatility (99% range) indicates\n significant uncertainty and risk.\n\n3. R&D INVESTMENT PATTERNS\n--------------------------------------------------------------------------------\n Total industry R&D spending: $295.1 billion (last 4 quarters)\n\n Investment Leaders:\n • Amazon: $102.7B total (14.9% of revenue) - AWS AI infrastructure\n • Alphabet: $55.6B total (14.4% of revenue) - AI models & cloud\n • Meta: $52.4B total (27.7% of revenue!) - Metaverse & AI\n\n Key Insight: Meta's extraordinary 27.7% R&D intensity reflects aggressive\n AI and metaverse investments, but resulted in -18% earnings growth,\n raising questions about ROI and capital efficiency.\n\n4. PROFITABILITY & EFFICIENCY ANALYSIS\n--------------------------------------------------------------------------------\n Profitability Champions:\n • NVIDIA: 53% net margin (exceptional for hardware)\n • Microsoft: 36% net margin (software/cloud efficiency)\n • Alphabet: 32% net margin (advertising + cloud)\n\n Efficiency Leaders (ROE):\n • Apple: 152% ROE (capital-light model, massive buybacks)\n • NVIDIA: 83% ROE (high-margin AI chips)\n • Alphabet: 32% ROE\n\n Concern: Amazon's 11% net margin remains lowest, despite massive scale.\n Retail operations continue to pressure overall profitability.\n\n5. STOCK PERFORMANCE & RISK PROFILE\n--------------------------------------------------------------------------------\n All six companies delivered positive returns (average: +23.1%)\n\n Performance Ranking:\n 1. Alphabet: +66.5% (HIGH risk - 99% volatility)\n 2. NVIDIA: +36.9% (HIGH risk - 91% volatility)\n 3. Microsoft: +12.9% (LOW risk - 45% volatility)\n 4. Apple: +10.9% (LOW risk - 44% volatility)\n 5. Meta: +8.9% (MODERATE risk - 52% volatility)\n 6. Amazon: +2.9% (LOW risk - 44% volatility)\n\n Key Insight: Higher AI exposure correlates with higher returns BUT also\n significantly higher volatility. Conservative investors may prefer\n Microsoft or Apple for AI exposure with lower risk.\n\n================================================================================\nINVESTMENT RECOMMENDATIONS BY INVESTOR PROFILE\n================================================================================\n\nGROWTH INVESTORS (High Risk Tolerance):\n 1. NVIDIA - Pure AI infrastructure play, exceptional growth & margins\n 2. Alphabet - Strong AI integration, cloud growth, attractive valuation (P/E: 31)\n Rationale: Highest growth potential, leading AI capabilities\n\nBALANCED INVESTORS (Moderate Risk):\n 1. Microsoft - Steady growth, Azure AI leadership, enterprise dominance\n 2. Apple - Strong ecosystem, emerging AI features, capital returns\n Rationale: Solid fundamentals, lower volatility, consistent performance\n\nVALUE/INCOME INVESTORS (Low Risk):\n 1. Apple - Lowest volatility, strong cash flow, shareholder returns\n 2. Microsoft - Predictable revenue, dividend growth, enterprise stability\n Rationale: Defensive qualities, proven business models, lower drawdowns\n\nAVOID/CAUTION:\n • Meta - Negative earnings growth (-18%), unclear metaverse ROI\n • Amazon - Lowest margins, modest returns despite massive R&D\n\n================================================================================\nSTRATEGIC THEMES & FUTURE OUTLOOK\n================================================================================\n\n1. AI Infrastructure Dominance: NVIDIA's GPU monopoly creates pricing power\n and exceptional margins. Watch for competition from custom chips (Google TPU,\n Amazon Trainium, Microsoft Maia).\n\n2. Cloud AI Integration: Microsoft (Azure AI), Alphabet (Vertex AI), and\n Amazon (Bedrock) are racing to monetize AI through cloud platforms.\n Microsoft currently leads in enterprise AI adoption.\n\n3. Consumer AI Applications: Apple's on-device AI and Google's Search AI\n integration will drive next phase of growth. Watch for AI-driven\n hardware refresh cycles.\n\n4. R&D Efficiency Concerns: Meta's 27.7% R&D spending with negative earnings\n growth raises questions. Investors should monitor ROI on AI investments\n across all companies.\n\n5. Regulatory Risks: All six face antitrust scrutiny. AI regulation could\n impact competitive dynamics and profitability.\n\n================================================================================\nCONCLUSION\n================================================================================\n\nThe Big Tech AI race is creating unprecedented value ($20 trillion combined\nmarket cap) but with significant differentiation:\n\n• NVIDIA: Clear AI infrastructure winner - highest growth & profitability\n• Microsoft: Best balanced play - growth + stability + enterprise AI\n• Alphabet: Highest upside potential but with elevated risk\n• Apple: Defensive quality play with emerging AI catalysts\n• Meta: High risk turnaround story - execution concerns remain\n• Amazon: Solid but unexciting - margins remain a challenge\n\nAll six companies are investing heavily in AI ($295B combined R&D), but\nmonetization strategies and execution vary significantly. Investors should\nalign choices with risk tolerance and investment horizon.\n\n================================================================================\nEND OF REPORT\n================================================================================\n\n✓ Saved executive summary report to artifacts/executive_summary_report.txt\n", "error": null, "images_count": 0, "execution_time_ms": 139.66107368469238, "code_lines": 175}} -{"event_id": 57, "timestamp": "2026-01-02T14:51:45.181879", "round": 10, "type": "round_end", "data": {"round": 10}} -{"event_id": 58, "timestamp": "2026-01-02T14:51:45.182068", "round": 11, "type": "round_start", "data": {"round": 11}} -{"event_id": 59, "timestamp": "2026-01-02T14:51:45.182151", "round": 11, "type": "llm_request", "data": {"model": "claude-sonnet-4-5-20250929", "prompt": "Code executed:\n```python\n# Create final comprehensive executive summary report\nreport = []\n\nreport.append(\"=\" * 80)\nreport.append(\"EXECUTIVE SUMMARY: BIG TECH AI COMPANIES COMPARATIVE ANALYSIS\")\nreport.append(\"=\" * 80)\nreport.append(\"\")\nreport.append(\"Analysis Period: January 2025 - January 2026\")\nreport.append(\"Companies Analyzed: Microsoft, Apple, Alphabet (Google), Amazon, Meta, NVIDIA\")\nreport.append(\"\")\n\nreport.append(\"=\" * 80)\nreport.append(\"KEY FINDINGS & STRATEGIC INSIGHTS\")\nreport.append(\"=\" * 80)\nreport.append(\"\")\n\nreport.append(\"1. AI LEADERSHIP & MARKET DOMINANCE\")\nreport.append(\"-\" * 80)\nreport.append(\" NVIDIA emerges as the clear AI infrastructure leader:\")\nreport.append(\" • Largest market cap: $4.6 trillion\")\nreport.append(\" • Highest revenue growth: 13.3% (far exceeding peers)\")\nreport.append(\" • Exceptional profitability: 53% net margin, 62% operating margin\")\nreport.append(\" • Stock return: +37% (2nd best performer)\")\nreport.append(\"\")\nreport.append(\" Key Insight: NVIDIA's dominance in AI chips (GPUs) positions it as the\")\nreport.append(\" 'picks and shovels' provider of the AI revolution, benefiting from all\")\nreport.append(\" other companies' AI investments.\")\nreport.append(\"\")\n\nreport.append(\"2. ALPHABET (GOOGLE): THE SURPRISE WINNER\")\nreport.append(\"-\" * 80)\nreport.append(\" Alphabet delivered the best stock performance:\")\nreport.append(\" • Stock return: +66.5% (best among all six)\")\nreport.append(\" • Strong revenue growth: 3.8%\")\nreport.append(\" • Solid profitability: 32% net margin\")\nreport.append(\" • Heavy R&D investment: $55.6B (14.4% of revenue)\")\nreport.append(\"\")\nreport.append(\" Key Insight: Market recognizes Google's AI integration (Gemini, Search AI)\")\nreport.append(\" and cloud growth potential. However, high volatility (99% range) indicates\")\nreport.append(\" significant uncertainty and risk.\")\nreport.append(\"\")\n\nreport.append(\"3. R&D INVESTMENT PATTERNS\")\nreport.append(\"-\" * 80)\nreport.append(\" Total industry R&D spending: $295.1 billion (last 4 quarters)\")\nreport.append(\"\")\nreport.append(\" Investment Leaders:\")\nreport.append(\" • Amazon: $102.7B total (14.9% of revenue) - AWS AI infrastructure\")\nreport.append(\" • Alphabet: $55.6B total (14.4% of revenue) - AI models & cloud\")\nreport.append(\" • Meta: $52.4B total (27.7% of revenue!) - Metaverse & AI\")\nreport.append(\"\")\nreport.append(\" Key Insight: Meta's extraordinary 27.7% R&D intensity reflects aggressive\")\nreport.append(\" AI and metaverse investments, but resulted in -18% earnings growth,\")\nreport.append(\" raising questions about ROI and capital efficiency.\")\nreport.append(\"\")\n\nreport.append(\"4. PROFITABILITY & EFFICIENCY ANALYSIS\")\nreport.append(\"-\" * 80)\nreport.append(\" Profitability Champions:\")\nreport.append(\" • NVIDIA: 53% net margin (exceptional for hardware)\")\nreport.append(\" • Microsoft: 36% net margin (software/cloud efficiency)\")\nreport.append(\" • Alphabet: 32% net margin (advertising + cloud)\")\nreport.append(\"\")\nreport.append(\" Efficiency Leaders (ROE):\")\nreport.append(\" • Apple: 152% ROE (capital-light model, massive buybacks)\")\nreport.append(\" • NVIDIA: 83% ROE (high-margin AI chips)\")\nreport.append(\" • Alphabet: 32% ROE\")\nreport.append(\"\")\nreport.append(\" Concern: Amazon's 11% net margin remains lowest, despite massive scale.\")\nreport.append(\" Retail operations continue to pressure overall profitability.\")\nreport.append(\"\")\n\nreport.append(\"5. STOCK PERFORMANCE & RISK PROFILE\")\nreport.append(\"-\" * 80)\nreport.append(\" All six companies delivered positive returns (average: +23.1%)\")\nreport.append(\"\")\nreport.append(\" Performance Ranking:\")\nreport.append(\" 1. Alphabet: +66.5% (HIGH risk - 99% volatility)\")\nreport.append(\" 2. NVIDIA: +36.9% (HIGH risk - 91% volatility)\")\nreport.append(\" 3. Microsoft: +12.9% (LOW risk - 45% volatility)\")\nreport.append(\" 4. Apple: +10.9% (LOW risk - 44% volatility)\")\nreport.append(\" 5. Meta: +8.9% (MODERATE risk - 52% volatility)\")\nreport.append(\" 6. Amazon: +2.9% (LOW risk - 44% volatility)\")\nreport.append(\"\")\nreport.append(\" Key Insight: Higher AI exposure correlates with higher returns BUT also\")\nreport.append(\" significantly higher volatility. Conservative investors may prefer\")\nreport.append(\" Microsoft or Apple for AI exposure with lower risk.\")\nreport.append(\"\")\n\nreport.append(\"=\" * 80)\nreport.append(\"INVESTMENT RECOMMENDATIONS BY INVESTOR PROFILE\")\nreport.append(\"=\" * 80)\nreport.append(\"\")\n\nreport.append(\"GROWTH INVESTORS (High Risk Tolerance):\")\nreport.append(\" 1. NVIDIA - Pure AI infrastructure play, exceptional growth & margins\")\nreport.append(\" 2. Alphabet - Strong AI integration, cloud growth, attractive valuation (P/E: 31)\")\nreport.append(\" Rationale: Highest growth potential, leading AI capabilities\")\nreport.append(\"\")\n\nreport.append(\"BALANCED INVESTORS (Moderate Risk):\")\nreport.append(\" 1. Microsoft - Steady growth, Azure AI leadership, enterprise dominance\")\nreport.append(\" 2. Apple - Strong ecosystem, emerging AI features, capital returns\")\nreport.append(\" Rationale: Solid fundamentals, lower volatility, consistent performance\")\nreport.append(\"\")\n\nreport.append(\"VALUE/INCOME INVESTORS (Low Risk):\")\nreport.append(\" 1. Apple - Lowest volatility, strong cash flow, shareholder returns\")\nreport.append(\" 2. Microsoft - Predictable revenue, dividend growth, enterprise stability\")\nreport.append(\" Rationale: Defensive qualities, proven business models, lower drawdowns\")\nreport.append(\"\")\n\nreport.append(\"AVOID/CAUTION:\")\nreport.append(\" • Meta - Negative earnings growth (-18%), unclear metaverse ROI\")\nreport.append(\" • Amazon - Lowest margins, modest returns despite massive R&D\")\nreport.append(\"\")\n\nreport.append(\"=\" * 80)\nreport.append(\"STRATEGIC THEMES & FUTURE OUTLOOK\")\nreport.append(\"=\" * 80)\nreport.append(\"\")\n\nreport.append(\"1. AI Infrastructure Dominance: NVIDIA's GPU monopoly creates pricing power\")\nreport.append(\" and exceptional margins. Watch for competition from custom chips (Google TPU,\")\nreport.append(\" Amazon Trainium, Microsoft Maia).\")\nreport.append(\"\")\n\nreport.append(\"2. Cloud AI Integration: Microsoft (Azure AI), Alphabet (Vertex AI), and\")\nreport.append(\" Amazon (Bedrock) are racing to monetize AI through cloud platforms.\")\nreport.append(\" Microsoft currently leads in enterprise AI adoption.\")\nreport.append(\"\")\n\nreport.append(\"3. Consumer AI Applications: Apple's on-device AI and Google's Search AI\")\nreport.append(\" integration will drive next phase of growth. Watch for AI-driven\")\nreport.append(\" hardware refresh cycles.\")\nreport.append(\"\")\n\nreport.append(\"4. R&D Efficiency Concerns: Meta's 27.7% R&D spending with negative earnings\")\nreport.append(\" growth raises questions. Investors should monitor ROI on AI investments\")\nreport.append(\" across all companies.\")\nreport.append(\"\")\n\nreport.append(\"5. Regulatory Risks: All six face antitrust scrutiny. AI regulation could\")\nreport.append(\" impact competitive dynamics and profitability.\")\nreport.append(\"\")\n\nreport.append(\"=\" * 80)\nreport.append(\"CONCLUSION\")\nreport.append(\"=\" * 80)\nreport.append(\"\")\nreport.append(\"The Big Tech AI race is creating unprecedented value ($20 trillion combined\")\nreport.append(\"market cap) but with significant differentiation:\")\nreport.append(\"\")\nreport.append(\"• NVIDIA: Clear AI infrastructure winner - highest growth & profitability\")\nreport.append(\"• Microsoft: Best balanced play - growth + stability + enterprise AI\")\nreport.append(\"• Alphabet: Highest upside potential but with elevated risk\")\nreport.append(\"• Apple: Defensive quality play with emerging AI catalysts\")\nreport.append(\"• Meta: High risk turnaround story - execution concerns remain\")\nreport.append(\"• Amazon: Solid but unexciting - margins remain a challenge\")\nreport.append(\"\")\nreport.append(\"All six companies are investing heavily in AI ($295B combined R&D), but\")\nreport.append(\"monetization strategies and execution vary significantly. Investors should\")\nreport.append(\"align choices with risk tolerance and investment horizon.\")\nreport.append(\"\")\nreport.append(\"=\" * 80)\nreport.append(\"END OF REPORT\")\nreport.append(\"=\" * 80)\n\n# Save report\nreport_text = \"\\n\".join(report)\nwith open('artifacts/executive_summary_report.txt', 'w') as f:\n f.write(report_text)\n\nprint(report_text)\nprint(\"\\n✓ Saved executive summary report to artifacts/executive_summary_report.txt\")\n```\n\nOutput:\n================================================================================\nEXECUTIVE SUMMARY: BIG TECH AI COMPANIES COMPARATIVE ANALYSIS\n================================================================================\n\nAnalysis Period: January 2025 - January 2026\nCompanies Analyzed: Microsoft, Apple, Alphabet (Google), Amazon, Meta, NVIDIA\n\n================================================================================\nKEY FINDINGS & STRATEGIC INSIGHTS\n================================================================================\n\n1. AI LEADERSHIP & MARKET DOMINANCE\n--------------------------------------------------------------------------------\n NVIDIA emerges as the clear AI infrastructure leader:\n • Largest market cap: $4.6 trillion\n • Highest revenue growth: 13.3% (far exceeding peers)\n • Exceptional profitability: 53% net margin, 62% operating margin\n • Stock return: +37% (2nd best performer)\n\n Key Insight: NVIDIA's dominance in AI chips (GPUs) positions it as the\n 'picks and shovels' provider of the AI revolution, benefiting from all\n other companies' AI investments.\n\n2. ALPHABET (GOOGLE): THE SURPRISE WINNER\n--------------------------------------------------------------------------------\n Alphabet delivered the best stock performance:\n • Stock return: +66.5% (best among all six)\n • Strong revenue growth: 3.8%\n • Solid profitability: 32% net margin\n • Heavy R&D investment: $55.6B (14.4% of revenue)\n\n Key Insight: Market recognizes Google's AI integration (Gemini, Search AI)\n and cloud growth potential. However, high volatility (99% range) indicates\n significant uncertainty and risk.\n\n3. R&D INVESTMENT PATTERNS\n--------------------------------------------------------------------------------\n Total industry R&D spending: $295.1 billion (last 4 quarters)\n\n Investment Leaders:\n • Amazon: $102.7B total (14.9% of revenue) - AWS AI infrastructure\n • Alphabet: $55.6B total (14.4% of revenue) - AI models & cloud\n • Meta: $52.4B total (27.7% of revenue!) - Metaverse & AI\n\n Key Insight: Meta's extraordinary 27.7% R&D intensity reflects aggressive\n AI and metaverse investments, but resulted in -18% earnings growth,\n raising questions about ROI and capital efficiency.\n\n4. PROFITABILITY & EFFICIENCY ANALYSIS\n--------------------------------------------------------------------------------\n Profitability Champions:\n • NVIDIA: 53% net margin (exceptional for hardware)\n • Microsoft: 36% net margin (software/cloud efficiency)\n • Alphabet: 32% net margin (advertising + cloud)\n\n Efficiency Leaders (ROE):\n • Apple: 152% ROE (capital-light model, massive buybacks)\n • NVIDIA: 83% ROE (high-margin AI chips)\n • Alphabet: 32% ROE\n\n Concern: Amazon's 11% net margin remains lowest, despite massive scale.\n Retail operations continue to pressure overall profitability.\n\n5. STOCK PERFORMANCE & RISK PROFILE\n--------------------------------------------------------------------------------\n All six companies delivered positive returns (average: +23.1%)\n\n Performance Ranking:\n 1. Alphabet: +66.5% (HIGH risk - 99% volatility)\n 2. NVIDIA: +36.9% (HIGH risk - 91% volatility)\n 3. Microsoft: +12.9% (LOW risk - 45% volatility)\n 4. Apple: +10.9% (LOW risk - 44% volatility)\n 5. Meta: +8.9% (MODERATE risk - 52% volatility)\n 6. Amazon: +2.9% (LOW risk - 44% volatility)\n\n Key Insight: Higher AI exposure correlates with higher returns BUT also\n significantly higher volatility. Conservative investors may prefer\n Microsoft or Apple for AI exposure with lower risk.\n\n================================================================================\nINVESTMENT RECOMMENDATIONS BY INVESTOR PROFILE\n================================================================================\n\nGROWTH INVESTORS (High Risk Tolerance):\n 1. NVIDIA - Pure AI infrastructure play, exceptional growth & margins\n 2. Alphabet - Strong AI integration, cloud growth, attractive valuation (P/E: 31)\n Ration\n... (truncated, 6931 chars total)", "messages_count": 50, "temperature": 0.3, "max_tokens": 4096}} -{"event_id": 60, "timestamp": "2026-01-02T14:52:11.649810", "round": 11, "type": "llm_response", "data": {"response": "\n1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots\n2. [x] Retrieve historical stock price data for the past year for each company\n3. [x] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company\n4. [x] Retrieve financial metrics snapshots for key performance indicators\n5. [x] Load and explore all retrieved data\n6. [x] Analyze revenue growth trends across companies\n7. [x] Analyze R&D investments and profitability metrics\n8. [x] Analyze market performance (stock price movements, returns)\n9. [x] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance)\n10. [x] Generate summary statistics and key insights\n11. [x] Create a comprehensive comparison dashboard\n12. [x] Provide final summary with actionable insights and recommendations\n\n\n\n# Big Tech AI Companies - Comprehensive Comparative Analysis\n\n## Executive Summary\n\nI've completed a comprehensive comparative analysis of six major Big Tech AI companies (Microsoft, Apple, Alphabet/Google, Amazon, Meta, and NVIDIA) covering the period from January 2025 to January 2026. The analysis examined revenue growth, R&D investments, profitability, and market performance.\n\n## Key Findings\n\n### 1. **Market Leadership & Valuation**\n- **NVIDIA** leads with the largest market cap at **$4.6 trillion**\n- Combined market capitalization: **$20 trillion**\n- All six companies delivered positive returns, averaging **+23.1%**\n\n### 2. **Growth Performance**\n- **NVIDIA** dominates with **13.3% revenue growth** and **14.6% earnings growth**\n- **Alphabet** delivered the best stock performance: **+66.5% return**\n- Only NVIDIA achieved >10% revenue growth, highlighting its AI infrastructure dominance\n\n### 3. **R&D Investment & AI Spending**\n- Total industry R&D: **$295.1 billion** (last 4 quarters)\n- **Amazon** leads in absolute spending: **$102.7B**\n- **Meta** has the highest R&D intensity: **27.7% of revenue** (concerning given -18% earnings growth)\n- Average R&D intensity: **14.2% of revenue**\n\n### 4. **Profitability Analysis**\n- **NVIDIA** leads in margins: **53% net margin, 62% operating margin**\n- **Apple** has exceptional ROE: **152%** (due to capital-light model and buybacks)\n- **Amazon** lags with only **11% net margin** despite massive scale\n\n### 5. **Stock Performance & Risk**\n**Performance Ranking:**\n1. Alphabet: +66.5% (HIGH volatility - 99% range)\n2. NVIDIA: +36.9% (HIGH volatility - 91% range)\n3. Microsoft: +12.9% (LOW volatility - 45% range)\n4. Apple: +10.9% (LOW volatility - 44% range)\n5. Meta: +8.9% (MODERATE volatility - 52% range)\n6. Amazon: +2.9% (LOW volatility - 44% range)\n\n## Investment Recommendations by Profile\n\n### **Growth Investors (High Risk Tolerance)**\n1. **NVIDIA** - Pure AI infrastructure play with exceptional growth & margins\n2. **Alphabet** - Strong AI integration, attractive P/E ratio (31x)\n\n### **Balanced Investors (Moderate Risk)**\n1. **Microsoft** - Azure AI leadership, enterprise dominance, steady growth\n2. **Apple** - Strong ecosystem, emerging AI features, capital returns\n\n### **Value/Income Investors (Low Risk)**\n1. **Apple** - Lowest volatility, strong cash flow, shareholder returns\n2. **Microsoft** - Predictable revenue, dividend growth, stability\n\n### **Caution/Avoid**\n- **Meta** - Negative earnings growth (-18%), unclear metaverse ROI\n- **Amazon** - Lowest margins, modest returns despite massive R&D\n\n## Strategic Insights\n\n1. **AI Infrastructure Dominance**: NVIDIA's GPU monopoly creates exceptional pricing power and margins, positioning it as the \"picks and shovels\" provider of the AI revolution\n\n2. **Cloud AI Race**: Microsoft (Azure AI), Alphabet (Vertex AI), and Amazon (Bedrock) are competing to monetize AI through cloud platforms\n\n3. **R&D Efficiency Concerns**: Meta's 27.7% R&D spending with negative earnings growth raises serious ROI questions\n\n4. **Risk-Return Tradeoff**: Higher AI exposure correlates with higher returns but significantly higher volatility\n\n5. **Regulatory Risks**: All six face antitrust scrutiny and potential AI regulation\n\n## Deliverables Created\n\nAll analysis artifacts have been saved to the `artifacts/` folder:\n- ✅ `financial_metrics_summary.csv` - Key financial metrics comparison\n- ✅ `revenue_rd_analysis.csv` - Revenue and R&D investment analysis\n- ✅ `stock_performance_analysis.csv` - Market performance metrics\n- ✅ `comparative_analysis_dashboard.png` - 4-panel visualization dashboard\n- ✅ `rd_investment_efficiency_analysis.png` - R&D and efficiency analysis charts\n- ✅ `executive_summary_report.txt` - Comprehensive written report\n\n## Conclusion\n\nNVIDIA emerges as the clear AI infrastructure winner with the highest growth and profitability. Microsoft offers the best balanced play combining growth with stability. Alphabet presents the highest upside potential but with elevated risk. Apple provides defensive quality with emerging AI catalysts. Meta and Amazon face execution challenges despite massive investments.\n\nThe $295B combined R&D investment demonstrates the industry's commitment to AI, but monetization strategies and execution vary significantly. Investors should align their choices with their risk tolerance and investment horizon.\n", "tokens_used": 0, "latency_ms": 26465.97909927368, "model": "claude-sonnet-4-5-20250929", "response_length": 5282}} -{"event_id": 61, "timestamp": "2026-01-02T14:52:11.650486", "round": 11, "type": "plan_update", "data": {"plan_text": "1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots\n2. [x] Retrieve historical stock price data for the past year for each company\n3. [x] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company\n4. [x] Retrieve financial metrics snapshots for key performance indicators\n5. [x] Load and explore all retrieved data\n6. [x] Analyze revenue growth trends across companies\n7. [x] Analyze R&D investments and profitability metrics\n8. [x] Analyze market performance (stock price movements, returns)\n9. [x] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance)\n10. [x] Generate summary statistics and key insights\n11. [x] Create a comprehensive comparison dashboard\n12. [x] Provide final summary with actionable insights and recommendations", "completed_steps": 12, "total_steps": 12, "reason": null}} -{"event_id": 62, "timestamp": "2026-01-02T14:52:11.650746", "round": 11, "type": "answer", "data": {"answer": "# Big Tech AI Companies - Comprehensive Comparative Analysis\n\n## Executive Summary\n\nI've completed a comprehensive comparative analysis of six major Big Tech AI companies (Microsoft, Apple, Alphabet/Google, Amazon, Meta, and NVIDIA) covering the period from January 2025 to January 2026. The analysis examined revenue growth, R&D investments, profitability, and market performance.\n\n## Key Findings\n\n### 1. **Market Leadership & Valuation**\n- **NVIDIA** leads with the largest market cap at **$4.6 trillion**\n- Combined market capitalization: **$20 trillion**\n- All six companies delivered positive returns, averaging **+23.1%**\n\n### 2. **Growth Performance**\n- **NVIDIA** dominates with **13.3% revenue growth** and **14.6% earnings growth**\n- **Alphabet** delivered the best stock performance: **+66.5% return**\n- Only NVIDIA achieved >10% revenue growth, highlighting its AI infrastructure dominance\n\n### 3. **R&D Investment & AI Spending**\n- Total industry R&D: **$295.1 billion** (last 4 quarters)\n- **Amazon** leads in absolute spending: **$102.7B**\n- **Meta** has the highest R&D intensity: **27.7% of revenue** (concerning given -18% earnings growth)\n- Average R&D intensity: **14.2% of revenue**\n\n### 4. **Profitability Analysis**\n- **NVIDIA** leads in margins: **53% net margin, 62% operating margin**\n- **Apple** has exceptional ROE: **152%** (due to capital-light model and buybacks)\n- **Amazon** lags with only **11% net margin** despite massive scale\n\n### 5. **Stock Performance & Risk**\n**Performance Ranking:**\n1. Alphabet: +66.5% (HIGH volatility - 99% range)\n2. NVIDIA: +36.9% (HIGH volatility - 91% range)\n3. Microsoft: +12.9% (LOW volatility - 45% range)\n4. Apple: +10.9% (LOW volatility - 44% range)\n5. Meta: +8.9% (MODERATE volatility - 52% range)\n6. Amazon: +2.9% (LOW volatility - 44% range)\n\n## Investment Recommendations by Profile\n\n### **Growth Investors (High Risk Tolerance)**\n1. **NVIDIA** - Pure AI infrastructure play with exceptional growth & margins\n2. **Alphabet** - Strong AI integration, attractive P/E ratio (31x)\n\n### **Balanced Investors (Moderate Risk)**\n1. **Microsoft** - Azure AI leadership, enterprise dominance, steady growth\n2. **Apple** - Strong ecosystem, emerging AI features, capital returns\n\n### **Value/Income Investors (Low Risk)**\n1. **Apple** - Lowest volatility, strong cash flow, shareholder returns\n2. **Microsoft** - Predictable revenue, dividend growth, stability\n\n### **Caution/Avoid**\n- **Meta** - Negative earnings growth (-18%), unclear metaverse ROI\n- **Amazon** - Lowest margins, modest returns despite massive R&D\n\n## Strategic Insights\n\n1. **AI Infrastructure Dominance**: NVIDIA's GPU monopoly creates exceptional pricing power and margins, positioning it as the \"picks and shovels\" provider of the AI revolution\n\n2. **Cloud AI Race**: Microsoft (Azure AI), Alphabet (Vertex AI), and Amazon (Bedrock) are competing to monetize AI through cloud platforms\n\n3. **R&D Efficiency Concerns**: Meta's 27.7% R&D spending with negative earnings growth raises serious ROI questions\n\n4. **Risk-Return Tradeoff**: Higher AI exposure correlates with higher returns but significantly higher volatility\n\n5. **Regulatory Risks**: All six face antitrust scrutiny and potential AI regulation\n\n## Deliverables Created\n\nAll analysis artifacts have been saved to the `artifacts/` folder:\n- ✅ `financial_metrics_summary.csv` - Key financial metrics comparison\n- ✅ `revenue_rd_analysis.csv` - Revenue and R&D investment analysis\n- ✅ `stock_performance_analysis.csv` - Market performance metrics\n- ✅ `comparative_analysis_dashboard.png` - 4-panel visualization dashboard\n- ✅ `rd_investment_efficiency_analysis.png` - R&D and efficiency analysis charts\n- ✅ `executive_summary_report.txt` - Comprehensive written report\n\n## Conclusion\n\nNVIDIA emerges as the clear AI infrastructure winner with the highest growth and profitability. Microsoft offers the best balanced play combining growth with stability. Alphabet presents the highest upside potential but with elevated risk. Apple provides defensive quality with emerging AI catalysts. Meta and Amazon face execution challenges despite massive investments.\n\nThe $295B combined R&D investment demonstrates the industry's commitment to AI, but monetization strategies and execution vary significantly. Investors should align their choices with their risk tolerance and investment horizon.", "accepted": true, "rejection_reason": null, "answer_length": 4381}} -{"event_id": 63, "timestamp": "2026-01-02T14:52:11.653389", "round": 11, "type": "session_end", "data": {"run_id": "20260102_144716_020bfd", "total_events": 62, "end_time": "2026-01-02T14:52:11.653382"}} diff --git a/examples/runs/20260102_144716_020bfd/logs/run.log b/examples/runs/20260102_144716_020bfd/logs/run.log deleted file mode 100644 index 7bbb4fe..0000000 --- a/examples/runs/20260102_144716_020bfd/logs/run.log +++ /dev/null @@ -1,336 +0,0 @@ -2026-01-02 14:47:16 | INFO | === Run Started: 20260102_144716_020bfd === -2026-01-02 14:47:22 | INFO | ================================================== -2026-01-02 14:47:22 | INFO | ROUND 1 -2026-01-02 14:47:22 | INFO | ================================================== -2026-01-02 14:47:22 | INFO | [LLM REQUEST] Model: claude-sonnet-4-5-20250929 -2026-01-02 14:47:22 | DEBUG | Prompt: Task: Retrieve financial data from the mcp.financialdatasets.ai API and perform a comparative analysis of major Big Tech AI companies over the past year. Focus on metrics such as revenue growth, R&D o... -2026-01-02 14:47:42 | INFO | [LLM RESPONSE] Tokens: 0, Latency: 31537ms -2026-01-02 14:47:42 | DEBUG | Response: Now let me retrieve historical stock prices for the past year and financial statements:... -2026-01-02 14:47:42 | INFO | --- End of Round 1 --- - -2026-01-02 14:47:42 | INFO | ================================================== -2026-01-02 14:47:42 | INFO | ROUND 2 -2026-01-02 14:47:42 | INFO | ================================================== -2026-01-02 14:47:42 | INFO | [LLM REQUEST] Model: claude-sonnet-4-5-20250929 -2026-01-02 14:47:42 | DEBUG | Prompt: Please continue with the next step of your plan.... -2026-01-02 14:48:09 | INFO | [LLM RESPONSE] Tokens: 0, Latency: 33845ms -2026-01-02 14:48:09 | DEBUG | Response: -1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots -2. [x] Retrieve historical stock price data for the past year for each company -3. [ ] Retrieve finan... -2026-01-02 14:48:09 | INFO | [PLAN UPDATE] Progress: 2/12 -2026-01-02 14:48:09 | DEBUG | Plan: -1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots -2. [x] Retrieve historical stock price data for the past year for each company -3. [ ] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company -4. [ ] Retrieve financial metrics snapshots for key performance indicators -5. [ ] Load and explore all retrieved data -6. [ ] Analyze revenue growth trends across companies -7. [ ] Analyze R&D investments and profitability metrics -8. [ ] Analyze market performance (stock price movements, returns) -9. [ ] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance) -10. [ ] Generate summary statistics and key insights -11. [ ] Create a comprehensive comparison dashboard -12. [ ] Provide final summary with actionable insights and recommendations -2026-01-02 14:48:09 | DEBUG | [THINKING] Good! I've successfully retrieved stock price data for all 6 companies for the past year. Now I need to retrieve their financial statements and metrics. Let me get the income statements, balance sheet... -2026-01-02 14:48:09 | INFO | --- End of Round 2 --- - -2026-01-02 14:48:09 | INFO | ================================================== -2026-01-02 14:48:09 | INFO | ROUND 3 -2026-01-02 14:48:09 | INFO | ================================================== -2026-01-02 14:48:09 | INFO | [LLM REQUEST] Model: claude-sonnet-4-5-20250929 -2026-01-02 14:48:09 | DEBUG | Prompt: Please continue with the next step of your plan.... -2026-01-02 14:48:27 | INFO | [LLM RESPONSE] Tokens: 0, Latency: 27718ms -2026-01-02 14:48:28 | DEBUG | Response: Now let me retrieve the financial metrics snapshots:... -2026-01-02 14:48:28 | INFO | --- End of Round 3 --- - -2026-01-02 14:48:28 | INFO | ================================================== -2026-01-02 14:48:28 | INFO | ROUND 4 -2026-01-02 14:48:28 | INFO | ================================================== -2026-01-02 14:48:28 | INFO | [LLM REQUEST] Model: claude-sonnet-4-5-20250929 -2026-01-02 14:48:28 | DEBUG | Prompt: Please continue with the next step of your plan.... -2026-01-02 14:49:03 | INFO | [LLM RESPONSE] Tokens: 0, Latency: 43429ms -2026-01-02 14:49:03 | DEBUG | Response: -1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots -2. [x] Retrieve historical stock price data for the past year for each company -3. [x] Retrieve finan... -2026-01-02 14:49:03 | INFO | [PLAN UPDATE] Progress: 4/12 -2026-01-02 14:49:03 | DEBUG | Plan: -1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots -2. [x] Retrieve historical stock price data for the past year for each company -3. [x] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company -4. [x] Retrieve financial metrics snapshots for key performance indicators -5. [ ] Load and explore all retrieved data -6. [ ] Analyze revenue growth trends across companies -7. [ ] Analyze R&D investments and profitability metrics -8. [ ] Analyze market performance (stock price movements, returns) -9. [ ] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance) -10. [ ] Generate summary statistics and key insights -11. [ ] Create a comprehensive comparison dashboard -12. [ ] Provide final summary with actionable insights and recommendations -2026-01-02 14:49:05 | INFO | [CODE SUCCESS] Lines: 116 -2026-01-02 14:49:05 | DEBUG | Output: ================================================================================ -BIG TECH AI COMPANIES - KEY FINANCIAL METRICS SNAPSHOT -================================================================... -2026-01-02 14:49:05 | INFO | --- End of Round 4 --- - -2026-01-02 14:49:05 | INFO | ================================================== -2026-01-02 14:49:05 | INFO | ROUND 5 -2026-01-02 14:49:05 | INFO | ================================================== -2026-01-02 14:49:05 | INFO | [LLM REQUEST] Model: claude-sonnet-4-5-20250929 -2026-01-02 14:49:05 | DEBUG | Prompt: Code executed: -```python -import pandas as pd -import numpy as np -import matplotlib.pyplot as plt -import seaborn as sns -from datetime import datetime -import warnings -warnings.filterwarnings('ignore') - -#... -2026-01-02 14:49:32 | INFO | [LLM RESPONSE] Tokens: 0, Latency: 27430ms -2026-01-02 14:49:32 | DEBUG | Response: -1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots -2. [x] Retrieve historical stock price data for the past year for each company -3. [x] Retrieve finan... -2026-01-02 14:49:32 | INFO | [PLAN UPDATE] Progress: 5/12 -2026-01-02 14:49:32 | DEBUG | Plan: -1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots -2. [x] Retrieve historical stock price data for the past year for each company -3. [x] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company -4. [x] Retrieve financial metrics snapshots for key performance indicators -5. [x] Load and explore all retrieved data -6. [ ] Analyze revenue growth trends across companies -7. [ ] Analyze R&D investments and profitability metrics -8. [ ] Analyze market performance (stock price movements, returns) -9. [ ] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance) -10. [ ] Generate summary statistics and key insights -11. [ ] Create a comprehensive comparison dashboard -12. [ ] Provide final summary with actionable insights and recommendations -2026-01-02 14:49:32 | INFO | [CODE SUCCESS] Lines: 104 -2026-01-02 14:49:32 | DEBUG | Output: ================================================================================ -REVENUE AND R&D ANALYSIS (Last 4 Quarters, $ Billions) -================================================================... -2026-01-02 14:49:32 | INFO | --- End of Round 5 --- - -2026-01-02 14:49:32 | INFO | ================================================== -2026-01-02 14:49:32 | INFO | ROUND 6 -2026-01-02 14:49:32 | INFO | ================================================== -2026-01-02 14:49:32 | INFO | [LLM REQUEST] Model: claude-sonnet-4-5-20250929 -2026-01-02 14:49:32 | DEBUG | Prompt: Code executed: -```python -# Analyze quarterly revenue trends and R&D investments -quarterly_data = { - 'MSFT': { - 'Q1_2025': {'revenue': 69.632, 'rd': 7.917, 'net_income': 24.108}, - 'Q2_... -2026-01-02 14:49:50 | INFO | [LLM RESPONSE] Tokens: 0, Latency: 17767ms -2026-01-02 14:49:50 | DEBUG | Response: -1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots -2. [x] Retrieve historical stock price data for the past year for each company -3. [x] Retrieve finan... -2026-01-02 14:49:50 | INFO | [PLAN UPDATE] Progress: 7/12 -2026-01-02 14:49:50 | DEBUG | Plan: -1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots -2. [x] Retrieve historical stock price data for the past year for each company -3. [x] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company -4. [x] Retrieve financial metrics snapshots for key performance indicators -5. [x] Load and explore all retrieved data -6. [x] Analyze revenue growth trends across companies -7. [x] Analyze R&D investments and profitability metrics -8. [ ] Analyze market performance (stock price movements, returns) -9. [ ] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance) -10. [ ] Generate summary statistics and key insights -11. [ ] Create a comprehensive comparison dashboard -12. [ ] Provide final summary with actionable insights and recommendations -2026-01-02 14:49:50 | INFO | [CODE SUCCESS] Lines: 50 -2026-01-02 14:49:50 | DEBUG | Output: ================================================================================ -STOCK MARKET PERFORMANCE ANALYSIS (Past Year) -=========================================================================... -2026-01-02 14:49:50 | INFO | --- End of Round 6 --- - -2026-01-02 14:49:50 | INFO | ================================================== -2026-01-02 14:49:50 | INFO | ROUND 7 -2026-01-02 14:49:50 | INFO | ================================================== -2026-01-02 14:49:50 | INFO | [LLM REQUEST] Model: claude-sonnet-4-5-20250929 -2026-01-02 14:49:50 | DEBUG | Prompt: Code executed: -```python -# Analyze stock market performance over the past year -# Calculate returns and volatility - -stock_performance = { - 'MSFT': {'start_price': 418.58, 'end_price': 472.39, 'year_... -2026-01-02 14:50:10 | INFO | [LLM RESPONSE] Tokens: 0, Latency: 20092ms -2026-01-02 14:50:10 | DEBUG | Response: -1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots -2. [x] Retrieve historical stock price data for the past year for each company -3. [x] Retrieve finan... -2026-01-02 14:50:10 | INFO | [PLAN UPDATE] Progress: 8/12 -2026-01-02 14:50:10 | DEBUG | Plan: -1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots -2. [x] Retrieve historical stock price data for the past year for each company -3. [x] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company -4. [x] Retrieve financial metrics snapshots for key performance indicators -5. [x] Load and explore all retrieved data -6. [x] Analyze revenue growth trends across companies -7. [x] Analyze R&D investments and profitability metrics -8. [x] Analyze market performance (stock price movements, returns) -9. [ ] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance) -10. [ ] Generate summary statistics and key insights -11. [ ] Create a comprehensive comparison dashboard -12. [ ] Provide final summary with actionable insights and recommendations -2026-01-02 14:50:11 | INFO | [CODE SUCCESS] Lines: 65 -2026-01-02 14:50:11 | DEBUG | Output: ✓ Saved comparative analysis dashboard to artifacts/comparative_analysis_dashboard.png -... -2026-01-02 14:50:11 | INFO | --- End of Round 7 --- - -2026-01-02 14:50:11 | INFO | ================================================== -2026-01-02 14:50:11 | INFO | ROUND 8 -2026-01-02 14:50:11 | INFO | ================================================== -2026-01-02 14:50:11 | INFO | [LLM REQUEST] Model: claude-sonnet-4-5-20250929 -2026-01-02 14:50:11 | DEBUG | Prompt: Code executed: -```python -# Create comprehensive visualizations -fig, axes = plt.subplots(2, 2, figsize=(16, 12)) -fig.suptitle('Big Tech AI Companies - Comparative Analysis', fontsize=16, fontweight='bo... -2026-01-02 14:50:30 | INFO | [LLM RESPONSE] Tokens: 0, Latency: 19039ms -2026-01-02 14:50:30 | DEBUG | Response: -1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots -2. [x] Retrieve historical stock price data for the past year for each company -3. [x] Retrieve finan... -2026-01-02 14:50:30 | INFO | [PLAN UPDATE] Progress: 9/12 -2026-01-02 14:50:30 | DEBUG | Plan: -1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots -2. [x] Retrieve historical stock price data for the past year for each company -3. [x] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company -4. [x] Retrieve financial metrics snapshots for key performance indicators -5. [x] Load and explore all retrieved data -6. [x] Analyze revenue growth trends across companies -7. [x] Analyze R&D investments and profitability metrics -8. [x] Analyze market performance (stock price movements, returns) -9. [x] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance) -10. [ ] Generate summary statistics and key insights -11. [ ] Create a comprehensive comparison dashboard -12. [ ] Provide final summary with actionable insights and recommendations -2026-01-02 14:50:31 | INFO | [CODE SUCCESS] Lines: 59 -2026-01-02 14:50:31 | DEBUG | Output: ✓ Saved R&D investment & efficiency analysis to artifacts/rd_investment_efficiency_analysis.png -... -2026-01-02 14:50:31 | INFO | --- End of Round 8 --- - -2026-01-02 14:50:31 | INFO | ================================================== -2026-01-02 14:50:31 | INFO | ROUND 9 -2026-01-02 14:50:31 | INFO | ================================================== -2026-01-02 14:50:31 | INFO | [LLM REQUEST] Model: claude-sonnet-4-5-20250929 -2026-01-02 14:50:31 | DEBUG | Prompt: Code executed: -```python -# Create additional visualizations for R&D and AI investments -fig, axes = plt.subplots(2, 2, figsize=(16, 12)) -fig.suptitle('Big Tech AI Companies - R&D Investment & Efficienc... -2026-01-02 14:50:55 | INFO | [LLM RESPONSE] Tokens: 0, Latency: 24323ms -2026-01-02 14:50:55 | DEBUG | Response: -1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots -2. [x] Retrieve historical stock price data for the past year for each company -3. [x] Retrieve finan... -2026-01-02 14:50:55 | INFO | [PLAN UPDATE] Progress: 9/12 -2026-01-02 14:50:55 | DEBUG | Plan: -1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots -2. [x] Retrieve historical stock price data for the past year for each company -3. [x] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company -4. [x] Retrieve financial metrics snapshots for key performance indicators -5. [x] Load and explore all retrieved data -6. [x] Analyze revenue growth trends across companies -7. [x] Analyze R&D investments and profitability metrics -8. [x] Analyze market performance (stock price movements, returns) -9. [x] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance) -10. [ ] Generate summary statistics and key insights -11. [ ] Create a comprehensive comparison dashboard -12. [ ] Provide final summary with actionable insights and recommendations -2026-01-02 14:50:55 | INFO | [CODE SUCCESS] Lines: 72 -2026-01-02 14:50:55 | DEBUG | Output: ================================================================================ -BIG TECH AI COMPANIES - COMPREHENSIVE ANALYSIS SUMMARY -================================================================... -2026-01-02 14:50:55 | INFO | --- End of Round 9 --- - -2026-01-02 14:50:55 | INFO | ================================================== -2026-01-02 14:50:55 | INFO | ROUND 10 -2026-01-02 14:50:55 | INFO | ================================================== -2026-01-02 14:50:55 | INFO | [LLM REQUEST] Model: claude-sonnet-4-5-20250929 -2026-01-02 14:50:55 | DEBUG | Prompt: Code executed: -```python -# Generate comprehensive key insights and summary statistics -print("=" * 80) -print("BIG TECH AI COMPANIES - COMPREHENSIVE ANALYSIS SUMMARY") -print("=" * 80) -print("\n") - -# Key... -2026-01-02 14:51:45 | INFO | [LLM RESPONSE] Tokens: 0, Latency: 49140ms -2026-01-02 14:51:45 | DEBUG | Response: -1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots -2. [x] Retrieve historical stock price data for the past year for each company -3. [x] Retrieve finan... -2026-01-02 14:51:45 | INFO | [PLAN UPDATE] Progress: 10/12 -2026-01-02 14:51:45 | DEBUG | Plan: -1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots -2. [x] Retrieve historical stock price data for the past year for each company -3. [x] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company -4. [x] Retrieve financial metrics snapshots for key performance indicators -5. [x] Load and explore all retrieved data -6. [x] Analyze revenue growth trends across companies -7. [x] Analyze R&D investments and profitability metrics -8. [x] Analyze market performance (stock price movements, returns) -9. [x] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance) -10. [x] Generate summary statistics and key insights -11. [ ] Create a comprehensive comparison dashboard -12. [ ] Provide final summary with actionable insights and recommendations -2026-01-02 14:51:45 | INFO | [CODE SUCCESS] Lines: 175 -2026-01-02 14:51:45 | DEBUG | Output: ================================================================================ -EXECUTIVE SUMMARY: BIG TECH AI COMPANIES COMPARATIVE ANALYSIS -=========================================================... -2026-01-02 14:51:45 | INFO | --- End of Round 10 --- - -2026-01-02 14:51:45 | INFO | ================================================== -2026-01-02 14:51:45 | INFO | ROUND 11 -2026-01-02 14:51:45 | INFO | ================================================== -2026-01-02 14:51:45 | INFO | [LLM REQUEST] Model: claude-sonnet-4-5-20250929 -2026-01-02 14:51:45 | DEBUG | Prompt: Code executed: -```python -# Create final comprehensive executive summary report -report = [] - -report.append("=" * 80) -report.append("EXECUTIVE SUMMARY: BIG TECH AI COMPANIES COMPARATIVE ANALYSIS") -repor... -2026-01-02 14:52:11 | INFO | [LLM RESPONSE] Tokens: 0, Latency: 26466ms -2026-01-02 14:52:11 | DEBUG | Response: -1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots -2. [x] Retrieve historical stock price data for the past year for each company -3. [x] Retrieve finan... -2026-01-02 14:52:11 | INFO | [PLAN UPDATE] Progress: 12/12 -2026-01-02 14:52:11 | DEBUG | Plan: -1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots -2. [x] Retrieve historical stock price data for the past year for each company -3. [x] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company -4. [x] Retrieve financial metrics snapshots for key performance indicators -5. [x] Load and explore all retrieved data -6. [x] Analyze revenue growth trends across companies -7. [x] Analyze R&D investments and profitability metrics -8. [x] Analyze market performance (stock price movements, returns) -9. [x] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance) -10. [x] Generate summary statistics and key insights -11. [x] Create a comprehensive comparison dashboard -12. [x] Provide final summary with actionable insights and recommendations -2026-01-02 14:52:11 | INFO | [ANSWER ACCEPTED] -2026-01-02 14:52:11 | INFO | Answer: # Big Tech AI Companies - Comprehensive Comparative Analysis - -## Executive Summary - -I've completed a comprehensive comparative analysis of six major Big Tech AI companies (Microsoft, Apple, Alphabet/Google, Amazon, Meta, and NVIDIA) covering the period from January 2025 to January 2026. The analysis examined revenue growth, R&D investments, profitability, and market performance. - -## Key Findings - -### 1. **Market Leadership & Valuation** -- **NVIDIA** leads with the largest market cap at **$4.6 tr... -2026-01-02 14:52:11 | INFO | === Run Completed: 20260102_144716_020bfd === -2026-01-02 14:52:11 | INFO | Total events logged: 63 diff --git a/examples/runs/20260102_144716_020bfd/notebooks/analysis_20260102_144722.ipynb b/examples/runs/20260102_144716_020bfd/notebooks/analysis_20260102_144722.ipynb deleted file mode 100644 index 5bdbd09..0000000 --- a/examples/runs/20260102_144716_020bfd/notebooks/analysis_20260102_144722.ipynb +++ /dev/null @@ -1,1265 +0,0 @@ -{ - "nbformat": 4, - "nbformat_minor": 5, - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "name": "python", - "version": "3.11.0" - } - }, - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Agent Analysis Notebook\n", - "\n", - "**Task:** Retrieve financial data from the mcp.financialdatasets.ai API and perform a comparative analysis of major Big Tech AI companies over the past year. Focus on metrics such as revenue growth, R&D or AI-related investments, profitability, and market performance. Summarize key insights and generate visualizations to support the comparison.\n", - "\n", - "**Generated:** 2026-01-02 14:47:22\n", - "\n", - "**Agent Type:** Planner Agent (with dynamic task planning)\n", - "\n", - "*This notebook was automatically cleaned: imports consolidated, failed cells removed.*\n", - "\n", - "---\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Setup & Imports\n" - ] - }, - { - "cell_type": "code", - "metadata": {}, - "source": [ - "from datetime import datetime\n", - "import warnings\n", - "\n", - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "import pandas as pd\n", - "import seaborn as sns\n" - ], - "outputs": [], - "execution_count": 1 - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Analysis\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Load and explore all retrieved data\n" - ] - }, - { - "cell_type": "code", - "metadata": {}, - "source": [ - "warnings.filterwarnings('ignore')\n", - "\n", - "# Set style for better-looking plots\n", - "sns.set_style(\"whitegrid\")\n", - "plt.rcParams['figure.figsize'] = (14, 8)\n", - "plt.rcParams['font.size'] = 10\n", - "\n", - "# Define the companies\n", - "companies = ['MSFT', 'AAPL', 'GOOGL', 'AMZN', 'META', 'NVDA']\n", - "company_names = {\n", - " 'MSFT': 'Microsoft',\n", - " 'AAPL': 'Apple',\n", - " 'GOOGL': 'Alphabet (Google)',\n", - " 'AMZN': 'Amazon',\n", - " 'META': 'Meta (Facebook)',\n", - " 'NVDA': 'NVIDIA'\n", - "}\n", - "\n", - "# Create a summary dataframe from financial metrics\n", - "metrics_data = {\n", - " 'MSFT': {\n", - " 'Market Cap (B)': 3514.10,\n", - " 'P/E Ratio': 33.50,\n", - " 'Revenue Growth': 4.29,\n", - " 'Earnings Growth': 3.02,\n", - " 'Net Margin': 35.71,\n", - " 'Operating Margin': 44.30,\n", - " 'Gross Margin': 68.76,\n", - " 'ROE': 28.90,\n", - " 'ROA': 16.49,\n", - " 'EPS': 14.11,\n", - " 'Free Cash Flow Yield': 2.22\n", - " },\n", - " 'AAPL': {\n", - " 'Market Cap (B)': 4016.12,\n", - " 'P/E Ratio': 35.86,\n", - " 'Revenue Growth': 1.84,\n", - " 'Earnings Growth': 12.82,\n", - " 'Net Margin': 26.92,\n", - " 'Operating Margin': 31.89,\n", - " 'Gross Margin': 46.91,\n", - " 'ROE': 151.91,\n", - " 'ROA': 31.18,\n", - " 'EPS': 7.55,\n", - " 'Free Cash Flow Yield': 2.46\n", - " },\n", - " 'GOOGL': {\n", - " 'Market Cap (B)': 3816.54,\n", - " 'P/E Ratio': 30.72,\n", - " 'Revenue Growth': 3.79,\n", - " 'Earnings Growth': 7.51,\n", - " 'Net Margin': 32.23,\n", - " 'Operating Margin': 39.55,\n", - " 'Gross Margin': 59.17,\n", - " 'ROE': 32.12,\n", - " 'ROA': 23.16,\n", - " 'EPS': 10.27,\n", - " 'Free Cash Flow Yield': 1.93\n", - " },\n", - " 'AMZN': {\n", - " 'Market Cap (B)': 2416.81,\n", - " 'P/E Ratio': 31.60,\n", - " 'Revenue Growth': 3.18,\n", - " 'Earnings Growth': 8.30,\n", - " 'Net Margin': 11.06,\n", - " 'Operating Margin': 13.76,\n", - " 'Gross Margin': 50.05,\n", - " 'ROE': 20.69,\n", - " 'ROA': 10.51,\n", - " 'EPS': 7.17,\n", - " 'Free Cash Flow Yield': 0.61\n", - " },\n", - " 'META': {\n", - " 'Market Cap (B)': 1640.77,\n", - " 'P/E Ratio': 28.03,\n", - " 'Revenue Growth': 5.96,\n", - " 'Earnings Growth': -18.15,\n", - " 'Net Margin': 30.89,\n", - " 'Operating Margin': 44.41,\n", - " 'Gross Margin': 82.00,\n", - " 'ROE': 30.16,\n", - " 'ROA': 19.26,\n", - " 'EPS': 23.30,\n", - " 'Free Cash Flow Yield': 2.73\n", - " },\n", - " 'NVDA': {\n", - " 'Market Cap (B)': 4603.51,\n", - " 'P/E Ratio': 46.41,\n", - " 'Revenue Growth': 13.27,\n", - " 'Earnings Growth': 14.55,\n", - " 'Net Margin': 53.01,\n", - " 'Operating Margin': 62.26,\n", - " 'Gross Margin': 70.05,\n", - " 'ROE': 83.43,\n", - " 'ROA': 61.56,\n", - " 'EPS': 4.08,\n", - " 'Free Cash Flow Yield': 1.68\n", - " }\n", - "}\n", - "\n", - "df_metrics = pd.DataFrame(metrics_data).T\n", - "print(\"=\" * 80)\n", - "print(\"BIG TECH AI COMPANIES - KEY FINANCIAL METRICS SNAPSHOT\")\n", - "print(\"=\" * 80)\n", - "print(df_metrics.round(2))\n", - "print(\"\\n\")\n", - "\n", - "# Save to CSV\n", - "df_metrics.to_csv('artifacts/financial_metrics_summary.csv')\n", - "print(\"✓ Saved financial metrics summary to artifacts/financial_metrics_summary.csv\")\n" - ], - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "================================================================================\n", - "BIG TECH AI COMPANIES - KEY FINANCIAL METRICS SNAPSHOT\n", - "================================================================================\n", - " Market Cap (B) P/E Ratio Revenue Growth Earnings Growth Net Margin \\\n", - "MSFT 3514.10 33.50 4.29 3.02 35.71 \n", - "AAPL 4016.12 35.86 1.84 12.82 26.92 \n", - "GOOGL 3816.54 30.72 3.79 7.51 32.23 \n", - "AMZN 2416.81 31.60 3.18 8.30 11.06 \n", - "META 1640.77 28.03 5.96 -18.15 30.89 \n", - "NVDA 4603.51 46.41 13.27 14.55 53.01 \n", - "\n", - " Operating Margin Gross Margin ROE ROA EPS \\\n", - "MSFT 44.30 68.76 28.90 16.49 14.11 \n", - "AAPL 31.89 46.91 151.91 31.18 7.55 \n", - "GOOGL 39.55 59.17 32.12 23.16 10.27 \n", - "AMZN 13.76 50.05 20.69 10.51 7.17 \n", - "META 44.41 82.00 30.16 19.26 23.30 \n", - "NVDA 62.26 70.05 83.43 61.56 4.08 \n", - "\n", - " Free Cash Flow Yield \n", - "MSFT 2.22 \n", - "AAPL 2.46 \n", - "GOOGL 1.93 \n", - "AMZN 0.61 \n", - "META 2.73 \n", - "NVDA 1.68 \n", - "\n", - "\n", - "✓ Saved financial metrics summary to artifacts/financial_metrics_summary.csv\n", - "\n" - ] - } - ], - "execution_count": 2 - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Analyze revenue growth trends across companies\n" - ] - }, - { - "cell_type": "code", - "metadata": {}, - "source": [ - "# Analyze quarterly revenue trends and R&D investments\n", - "quarterly_data = {\n", - " 'MSFT': {\n", - " 'Q1_2025': {'revenue': 69.632, 'rd': 7.917, 'net_income': 24.108},\n", - " 'Q2_2025': {'revenue': 70.066, 'rd': 8.198, 'net_income': 25.824},\n", - " 'Q3_2025': {'revenue': 76.441, 'rd': 8.829, 'net_income': 27.233},\n", - " 'Q4_2025': {'revenue': 77.673, 'rd': 8.146, 'net_income': 27.747}\n", - " },\n", - " 'AAPL': {\n", - " 'Q1_2025': {'revenue': 124.300, 'rd': 8.268, 'net_income': 36.330},\n", - " 'Q2_2025': {'revenue': 95.359, 'rd': 8.550, 'net_income': 24.780},\n", - " 'Q3_2025': {'revenue': 94.036, 'rd': 8.866, 'net_income': 23.434},\n", - " 'Q4_2025': {'revenue': 102.466, 'rd': 8.866, 'net_income': 27.466}\n", - " },\n", - " 'GOOGL': {\n", - " 'Q4_2024': {'revenue': 96.469, 'rd': 13.116, 'net_income': 26.536},\n", - " 'Q1_2025': {'revenue': 90.234, 'rd': 13.556, 'net_income': 34.540},\n", - " 'Q2_2025': {'revenue': 96.428, 'rd': 13.808, 'net_income': 28.196},\n", - " 'Q3_2025': {'revenue': 102.346, 'rd': 15.151, 'net_income': 34.979}\n", - " },\n", - " 'AMZN': {\n", - " 'Q4_2024': {'revenue': 187.792, 'rd': 23.571, 'net_income': 20.004},\n", - " 'Q1_2025': {'revenue': 155.667, 'rd': 22.994, 'net_income': 17.127},\n", - " 'Q2_2025': {'revenue': 167.702, 'rd': 27.166, 'net_income': 18.164},\n", - " 'Q3_2025': {'revenue': 180.169, 'rd': 28.962, 'net_income': 21.187}\n", - " },\n", - " 'META': {\n", - " 'Q4_2024': {'revenue': 48.385, 'rd': 12.180, 'net_income': 20.838},\n", - " 'Q1_2025': {'revenue': 42.314, 'rd': 12.150, 'net_income': 16.644},\n", - " 'Q2_2025': {'revenue': 47.516, 'rd': 12.942, 'net_income': 18.337},\n", - " 'Q3_2025': {'revenue': 51.242, 'rd': 15.144, 'net_income': 2.709}\n", - " },\n", - " 'NVDA': {\n", - " 'Q4_2025': {'revenue': 39.331, 'rd': 3.714, 'net_income': 22.091},\n", - " 'Q1_2026': {'revenue': 44.062, 'rd': 3.989, 'net_income': 18.775},\n", - " 'Q2_2026': {'revenue': 46.743, 'rd': 4.291, 'net_income': 26.422},\n", - " 'Q3_2026': {'revenue': 57.006, 'rd': 4.705, 'net_income': 31.910}\n", - " }\n", - "}\n", - "\n", - "# Create dataframes for analysis\n", - "revenue_data = []\n", - "rd_data = []\n", - "profit_data = []\n", - "\n", - "for company in companies:\n", - " for quarter, values in quarterly_data[company].items():\n", - " revenue_data.append({\n", - " 'Company': company,\n", - " 'Quarter': quarter,\n", - " 'Revenue': values['revenue']\n", - " })\n", - " rd_data.append({\n", - " 'Company': company,\n", - " 'Quarter': quarter,\n", - " 'R&D': values['rd'],\n", - " 'R&D_as_pct_revenue': (values['rd'] / values['revenue']) * 100\n", - " })\n", - " profit_data.append({\n", - " 'Company': company,\n", - " 'Quarter': quarter,\n", - " 'Net_Income': values['net_income'],\n", - " 'Net_Margin': (values['net_income'] / values['revenue']) * 100\n", - " })\n", - "\n", - "df_revenue = pd.DataFrame(revenue_data)\n", - "df_rd = pd.DataFrame(rd_data)\n", - "df_profit = pd.DataFrame(profit_data)\n", - "\n", - "# Calculate YoY growth and total R&D spending\n", - "print(\"=\" * 80)\n", - "print(\"REVENUE AND R&D ANALYSIS (Last 4 Quarters, $ Billions)\")\n", - "print(\"=\" * 80)\n", - "\n", - "summary_stats = []\n", - "for company in companies:\n", - " company_rev = df_revenue[df_revenue['Company'] == company]['Revenue'].values\n", - " company_rd = df_rd[df_rd['Company'] == company]['R&D'].values\n", - " \n", - " total_revenue = company_rev.sum()\n", - " total_rd = company_rd.sum()\n", - " avg_rd_pct = (total_rd / total_revenue) * 100\n", - " \n", - " # Calculate quarter-over-quarter growth\n", - " if len(company_rev) >= 2:\n", - " qoq_growth = ((company_rev[-1] - company_rev[0]) / company_rev[0]) * 100\n", - " else:\n", - " qoq_growth = 0\n", - " \n", - " summary_stats.append({\n", - " 'Company': company_names[company],\n", - " 'Total Revenue': total_revenue,\n", - " 'Total R&D': total_rd,\n", - " 'R&D % of Revenue': avg_rd_pct,\n", - " 'Revenue Growth (QoQ)': qoq_growth\n", - " })\n", - "\n", - "df_summary = pd.DataFrame(summary_stats)\n", - "print(df_summary.round(2))\n", - "print(\"\\n\")\n", - "\n", - "# Save summary\n", - "df_summary.to_csv('artifacts/revenue_rd_analysis.csv', index=False)\n", - "print(\"✓ Saved revenue and R&D analysis to artifacts/revenue_rd_analysis.csv\")\n" - ], - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "================================================================================\n", - "REVENUE AND R&D ANALYSIS (Last 4 Quarters, $ Billions)\n", - "================================================================================\n", - " Company Total Revenue Total R&D R&D % of Revenue \\\n", - "0 Microsoft 293.81 33.09 11.26 \n", - "1 Apple 416.16 34.55 8.30 \n", - "2 Alphabet (Google) 385.48 55.63 14.43 \n", - "3 Amazon 691.33 102.69 14.85 \n", - "4 Meta (Facebook) 189.46 52.42 27.67 \n", - "5 NVIDIA 187.14 16.70 8.92 \n", - "\n", - " Revenue Growth (QoQ) \n", - "0 11.55 \n", - "1 -17.57 \n", - "2 6.09 \n", - "3 -4.06 \n", - "4 5.90 \n", - "5 44.94 \n", - "\n", - "\n", - "✓ Saved revenue and R&D analysis to artifacts/revenue_rd_analysis.csv\n", - "\n" - ] - } - ], - "execution_count": 3 - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Analyze market performance (stock price movements, returns)\n" - ] - }, - { - "cell_type": "code", - "metadata": {}, - "source": [ - "# Analyze stock market performance over the past year\n", - "# Calculate returns and volatility\n", - "\n", - "stock_performance = {\n", - " 'MSFT': {'start_price': 418.58, 'end_price': 472.39, 'year_high': 555.45, 'year_low': 367.24},\n", - " 'AAPL': {'start_price': 243.85, 'end_price': 270.48, 'year_high': 277.7, 'year_low': 169.21},\n", - " 'GOOGL': {'start_price': 189.43, 'end_price': 315.32, 'year_high': 328.83, 'year_low': 140.53},\n", - " 'AMZN': {'start_price': 220.22, 'end_price': 226.49, 'year_high': 258.6, 'year_low': 161.38},\n", - " 'META': {'start_price': 599.24, 'end_price': 652.28, 'year_high': 790.8, 'year_low': 479.8},\n", - " 'NVDA': {'start_price': 138.31, 'end_price': 189.29, 'year_high': 212.19, 'year_low': 86.62}\n", - "}\n", - "\n", - "performance_data = []\n", - "for ticker, data in stock_performance.items():\n", - " year_return = ((data['end_price'] - data['start_price']) / data['start_price']) * 100\n", - " max_gain = ((data['year_high'] - data['start_price']) / data['start_price']) * 100\n", - " max_drawdown = ((data['year_low'] - data['start_price']) / data['start_price']) * 100\n", - " \n", - " performance_data.append({\n", - " 'Company': company_names[ticker],\n", - " 'Start Price': data['start_price'],\n", - " 'End Price': data['end_price'],\n", - " 'Year Return (%)': year_return,\n", - " 'Year High': data['year_high'],\n", - " 'Year Low': data['year_low'],\n", - " 'Max Gain (%)': max_gain,\n", - " 'Max Drawdown (%)': max_drawdown,\n", - " 'Volatility Range (%)': ((data['year_high'] - data['year_low']) / data['start_price']) * 100\n", - " })\n", - "\n", - "df_performance = pd.DataFrame(performance_data)\n", - "\n", - "print(\"=\" * 80)\n", - "print(\"STOCK MARKET PERFORMANCE ANALYSIS (Past Year)\")\n", - "print(\"=\" * 80)\n", - "print(df_performance.round(2))\n", - "print(\"\\n\")\n", - "\n", - "# Rank companies by performance\n", - "print(\"PERFORMANCE RANKINGS:\")\n", - "print(\"-\" * 80)\n", - "df_ranked = df_performance.sort_values('Year Return (%)', ascending=False)\n", - "for idx, row in df_ranked.iterrows():\n", - " print(f\"{row['Company']:20s} | Return: {row['Year Return (%)']:6.2f}% | \"\n", - " f\"High: ${row['Year High']:7.2f} | Low: ${row['Year Low']:7.2f}\")\n", - "print(\"\\n\")\n", - "\n", - "# Save performance data\n", - "df_performance.to_csv('artifacts/stock_performance_analysis.csv', index=False)\n", - "print(\"✓ Saved stock performance analysis to artifacts/stock_performance_analysis.csv\")\n" - ], - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "================================================================================\n", - "STOCK MARKET PERFORMANCE ANALYSIS (Past Year)\n", - "================================================================================\n", - " Company Start Price End Price Year Return (%) Year High \\\n", - "0 Microsoft 418.58 472.39 12.86 555.45 \n", - "1 Apple 243.85 270.48 10.92 277.70 \n", - "2 Alphabet (Google) 189.43 315.32 66.46 328.83 \n", - "3 Amazon 220.22 226.49 2.85 258.60 \n", - "4 Meta (Facebook) 599.24 652.28 8.85 790.80 \n", - "5 NVIDIA 138.31 189.29 36.86 212.19 \n", - "\n", - " Year Low Max Gain (%) Max Drawdown (%) Volatility Range (%) \n", - "0 367.24 32.70 -12.27 44.96 \n", - "1 169.21 13.88 -30.61 44.49 \n", - "2 140.53 73.59 -25.81 99.40 \n", - "3 161.38 17.43 -26.72 44.15 \n", - "4 479.80 31.97 -19.93 51.90 \n", - "5 86.62 53.42 -37.37 90.79 \n", - "\n", - "\n", - "PERFORMANCE RANKINGS:\n", - "--------------------------------------------------------------------------------\n", - "Alphabet (Google) | Return: 66.46% | High: $ 328.83 | Low: $ 140.53\n", - "NVIDIA | Return: 36.86% | High: $ 212.19 | Low: $ 86.62\n", - "Microsoft | Return: 12.86% | High: $ 555.45 | Low: $ 367.24\n", - "Apple | Return: 10.92% | High: $ 277.70 | Low: $ 169.21\n", - "Meta (Facebook) | Return: 8.85% | High: $ 790.80 | Low: $ 479.80\n", - "Amazon | Return: 2.85% | High: $ 258.60 | Low: $ 161.38\n", - "\n", - "\n", - "✓ Saved stock performance analysis to artifacts/stock_performance_analysis.csv\n", - "\n" - ] - } - ], - "execution_count": 4 - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance)\n" - ] - }, - { - "cell_type": "code", - "metadata": {}, - "source": [ - "# Create comprehensive visualizations\n", - "fig, axes = plt.subplots(2, 2, figsize=(16, 12))\n", - "fig.suptitle('Big Tech AI Companies - Comparative Analysis', fontsize=16, fontweight='bold')\n", - "\n", - "# 1. Market Cap Comparison\n", - "ax1 = axes[0, 0]\n", - "market_caps = df_metrics['Market Cap (B)'].sort_values(ascending=True)\n", - "colors = ['#0078D4', '#A4A4A4', '#4285F4', '#FF9900', '#0668E1', '#76B900']\n", - "market_caps.plot(kind='barh', ax=ax1, color=colors)\n", - "ax1.set_xlabel('Market Capitalization ($ Billions)', fontsize=11)\n", - "ax1.set_title('Market Capitalization Comparison', fontsize=12, fontweight='bold')\n", - "ax1.grid(axis='x', alpha=0.3)\n", - "for i, v in enumerate(market_caps.values):\n", - " ax1.text(v + 50, i, f'${v:,.0f}B', va='center', fontsize=10)\n", - "\n", - "# 2. Revenue Growth vs Earnings Growth\n", - "ax2 = axes[0, 1]\n", - "scatter_data = df_metrics[['Revenue Growth', 'Earnings Growth']].copy()\n", - "for idx, company in enumerate(scatter_data.index):\n", - " ax2.scatter(scatter_data.loc[company, 'Revenue Growth'], \n", - " scatter_data.loc[company, 'Earnings Growth'],\n", - " s=300, alpha=0.6, color=colors[idx], label=company)\n", - " ax2.annotate(company, \n", - " (scatter_data.loc[company, 'Revenue Growth'], \n", - " scatter_data.loc[company, 'Earnings Growth']),\n", - " fontsize=9, ha='center', va='bottom')\n", - "ax2.axhline(y=0, color='red', linestyle='--', alpha=0.3)\n", - "ax2.axvline(x=0, color='red', linestyle='--', alpha=0.3)\n", - "ax2.set_xlabel('Revenue Growth (%)', fontsize=11)\n", - "ax2.set_ylabel('Earnings Growth (%)', fontsize=11)\n", - "ax2.set_title('Revenue Growth vs Earnings Growth', fontsize=12, fontweight='bold')\n", - "ax2.grid(alpha=0.3)\n", - "\n", - "# 3. Profitability Margins Comparison\n", - "ax3 = axes[1, 0]\n", - "margin_data = df_metrics[['Gross Margin', 'Operating Margin', 'Net Margin']]\n", - "x = np.arange(len(margin_data.index))\n", - "width = 0.25\n", - "ax3.bar(x - width, margin_data['Gross Margin'], width, label='Gross Margin', alpha=0.8)\n", - "ax3.bar(x, margin_data['Operating Margin'], width, label='Operating Margin', alpha=0.8)\n", - "ax3.bar(x + width, margin_data['Net Margin'], width, label='Net Margin', alpha=0.8)\n", - "ax3.set_xlabel('Company', fontsize=11)\n", - "ax3.set_ylabel('Margin (%)', fontsize=11)\n", - "ax3.set_title('Profitability Margins Comparison', fontsize=12, fontweight='bold')\n", - "ax3.set_xticks(x)\n", - "ax3.set_xticklabels(margin_data.index, rotation=45, ha='right')\n", - "ax3.legend(loc='upper right')\n", - "ax3.grid(axis='y', alpha=0.3)\n", - "\n", - "# 4. Stock Performance (Year Return)\n", - "ax4 = axes[1, 1]\n", - "returns = df_performance.set_index('Company')['Year Return (%)'].sort_values(ascending=True)\n", - "bar_colors = ['green' if x > 0 else 'red' for x in returns.values]\n", - "returns.plot(kind='barh', ax=ax4, color=bar_colors, alpha=0.7)\n", - "ax4.set_xlabel('Year-to-Date Return (%)', fontsize=11)\n", - "ax4.set_title('Stock Performance (Past Year)', fontsize=12, fontweight='bold')\n", - "ax4.axvline(x=0, color='black', linestyle='-', linewidth=0.8)\n", - "ax4.grid(axis='x', alpha=0.3)\n", - "for i, v in enumerate(returns.values):\n", - " ax4.text(v + 1, i, f'{v:.1f}%', va='center', fontsize=10)\n", - "\n", - "plt.tight_layout()\n", - "plt.savefig('artifacts/comparative_analysis_dashboard.png', dpi=300, bbox_inches='tight')\n", - "print(\"✓ Saved comparative analysis dashboard to artifacts/comparative_analysis_dashboard.png\")\n", - "plt.close()\n" - ], - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "✓ Saved comparative analysis dashboard to artifacts/comparative_analysis_dashboard.png\n", - "\n" - ] - } - ], - "execution_count": 5 - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Generate summary statistics and key insights\n" - ] - }, - { - "cell_type": "code", - "metadata": {}, - "source": [ - "# Create additional visualizations for R&D and AI investments\n", - "fig, axes = plt.subplots(2, 2, figsize=(16, 12))\n", - "fig.suptitle('Big Tech AI Companies - R&D Investment & Efficiency Analysis', fontsize=16, fontweight='bold')\n", - "\n", - "# 1. Total R&D Spending (Last 4 Quarters)\n", - "ax1 = axes[0, 0]\n", - "rd_spending = df_summary.set_index('Company')['Total R&D'].sort_values(ascending=True)\n", - "rd_spending.plot(kind='barh', ax=ax1, color='#FF6B6B', alpha=0.7)\n", - "ax1.set_xlabel('Total R&D Spending ($ Billions)', fontsize=11)\n", - "ax1.set_title('Total R&D Investment (Last 4 Quarters)', fontsize=12, fontweight='bold')\n", - "ax1.grid(axis='x', alpha=0.3)\n", - "for i, v in enumerate(rd_spending.values):\n", - " ax1.text(v + 1, i, f'${v:.1f}B', va='center', fontsize=10)\n", - "\n", - "# 2. R&D as % of Revenue\n", - "ax2 = axes[0, 1]\n", - "rd_pct = df_summary.set_index('Company')['R&D % of Revenue'].sort_values(ascending=False)\n", - "colors_rd = ['#FF6B6B' if x > 15 else '#4ECDC4' if x > 10 else '#95E1D3' for x in rd_pct.values]\n", - "rd_pct.plot(kind='bar', ax=ax2, color=colors_rd, alpha=0.7)\n", - "ax2.set_ylabel('R&D as % of Revenue', fontsize=11)\n", - "ax2.set_title('R&D Intensity (R&D % of Revenue)', fontsize=12, fontweight='bold')\n", - "ax2.set_xticklabels(rd_pct.index, rotation=45, ha='right')\n", - "ax2.grid(axis='y', alpha=0.3)\n", - "ax2.axhline(y=15, color='red', linestyle='--', alpha=0.3, label='High Investment (>15%)')\n", - "ax2.legend()\n", - "for i, v in enumerate(rd_pct.values):\n", - " ax2.text(i, v + 0.5, f'{v:.1f}%', ha='center', fontsize=10)\n", - "\n", - "# 3. Return on Equity (ROE) vs Return on Assets (ROA)\n", - "ax3 = axes[1, 0]\n", - "roe_roa_data = df_metrics[['ROE', 'ROA']].sort_values('ROE', ascending=True)\n", - "x = np.arange(len(roe_roa_data.index))\n", - "width = 0.35\n", - "ax3.barh(x - width/2, roe_roa_data['ROE'], width, label='ROE', alpha=0.8, color='#6C5CE7')\n", - "ax3.barh(x + width/2, roe_roa_data['ROA'], width, label='ROA', alpha=0.8, color='#A29BFE')\n", - "ax3.set_xlabel('Return (%)', fontsize=11)\n", - "ax3.set_title('Return on Equity (ROE) vs Return on Assets (ROA)', fontsize=12, fontweight='bold')\n", - "ax3.set_yticks(x)\n", - "ax3.set_yticklabels(roe_roa_data.index)\n", - "ax3.legend()\n", - "ax3.grid(axis='x', alpha=0.3)\n", - "\n", - "# 4. P/E Ratio vs EPS\n", - "ax4 = axes[1, 1]\n", - "for idx, company in enumerate(df_metrics.index):\n", - " pe = df_metrics.loc[company, 'P/E Ratio']\n", - " eps = df_metrics.loc[company, 'EPS']\n", - " ax4.scatter(pe, eps, s=400, alpha=0.6, color=colors[idx], label=company)\n", - " ax4.annotate(company, (pe, eps), fontsize=9, ha='center', va='bottom')\n", - "ax4.set_xlabel('P/E Ratio', fontsize=11)\n", - "ax4.set_ylabel('Earnings Per Share ($)', fontsize=11)\n", - "ax4.set_title('Valuation: P/E Ratio vs EPS', fontsize=12, fontweight='bold')\n", - "ax4.grid(alpha=0.3)\n", - "ax4.legend(loc='best', fontsize=8)\n", - "\n", - "plt.tight_layout()\n", - "plt.savefig('artifacts/rd_investment_efficiency_analysis.png', dpi=300, bbox_inches='tight')\n", - "print(\"✓ Saved R&D investment & efficiency analysis to artifacts/rd_investment_efficiency_analysis.png\")\n", - "plt.close()\n" - ], - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "✓ Saved R&D investment & efficiency analysis to artifacts/rd_investment_efficiency_analysis.png\n", - "\n" - ] - } - ], - "execution_count": 6 - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Generate summary statistics and key insights\n" - ] - }, - { - "cell_type": "code", - "metadata": {}, - "source": [ - "# Generate comprehensive key insights and summary statistics\n", - "print(\"=\" * 80)\n", - "print(\"BIG TECH AI COMPANIES - COMPREHENSIVE ANALYSIS SUMMARY\")\n", - "print(\"=\" * 80)\n", - "print(\"\\n\")\n", - "\n", - "# Key Insights Section\n", - "insights = []\n", - "\n", - "# 1. Market Leadership\n", - "print(\"1. MARKET LEADERSHIP & VALUATION\")\n", - "print(\"-\" * 80)\n", - "top_market_cap = df_metrics['Market Cap (B)'].idxmax()\n", - "print(f\" • Largest by Market Cap: {company_names[top_market_cap]} (${df_metrics.loc[top_market_cap, 'Market Cap (B)']:.1f}B)\")\n", - "print(f\" • Total Combined Market Cap: ${df_metrics['Market Cap (B)'].sum():.1f}B\")\n", - "print(f\" • Average P/E Ratio: {df_metrics['P/E Ratio'].mean():.1f}x\")\n", - "print(f\" • Highest P/E: {company_names[df_metrics['P/E Ratio'].idxmax()]} ({df_metrics['P/E Ratio'].max():.1f}x)\")\n", - "print(f\" • Lowest P/E: {company_names[df_metrics['P/E Ratio'].idxmin()]} ({df_metrics['P/E Ratio'].min():.1f}x)\")\n", - "print(\"\\n\")\n", - "\n", - "# 2. Growth Performance\n", - "print(\"2. GROWTH PERFORMANCE\")\n", - "print(\"-\" * 80)\n", - "fastest_revenue = df_metrics['Revenue Growth'].idxmax()\n", - "fastest_earnings = df_metrics['Earnings Growth'].idxmax()\n", - "print(f\" • Fastest Revenue Growth: {company_names[fastest_revenue]} ({df_metrics.loc[fastest_revenue, 'Revenue Growth']:.2f}%)\")\n", - "print(f\" • Fastest Earnings Growth: {company_names[fastest_earnings]} ({df_metrics.loc[fastest_earnings, 'Earnings Growth']:.2f}%)\")\n", - "print(f\" • Average Revenue Growth: {df_metrics['Revenue Growth'].mean():.2f}%\")\n", - "print(f\" • Companies with >10% Revenue Growth: {(df_metrics['Revenue Growth'] > 10).sum()}\")\n", - "print(\"\\n\")\n", - "\n", - "# 3. Profitability Analysis\n", - "print(\"3. PROFITABILITY & EFFICIENCY\")\n", - "print(\"-\" * 80)\n", - "highest_margin = df_metrics['Net Margin'].idxmax()\n", - "highest_roe = df_metrics['ROE'].idxmax()\n", - "print(f\" • Highest Net Margin: {company_names[highest_margin]} ({df_metrics.loc[highest_margin, 'Net Margin']:.1f}%)\")\n", - "print(f\" • Average Net Margin: {df_metrics['Net Margin'].mean():.1f}%\")\n", - "print(f\" • Highest ROE: {company_names[highest_roe]} ({df_metrics.loc[highest_roe, 'ROE']:.1f}%)\")\n", - "print(f\" • Average ROE: {df_metrics['ROE'].mean():.1f}%\")\n", - "print(f\" • Highest Operating Margin: {company_names[df_metrics['Operating Margin'].idxmax()]} ({df_metrics['Operating Margin'].max():.1f}%)\")\n", - "print(\"\\n\")\n", - "\n", - "# 4. R&D Investment\n", - "print(\"4. R&D & AI INVESTMENT\")\n", - "print(\"-\" * 80)\n", - "highest_rd_total = df_summary.set_index('Company')['Total R&D'].idxmax()\n", - "highest_rd_pct = df_summary.set_index('Company')['R&D % of Revenue'].idxmax()\n", - "print(f\" • Highest Total R&D: {highest_rd_total} (${df_summary.set_index('Company').loc[highest_rd_total, 'Total R&D']:.1f}B)\")\n", - "print(f\" • Total Industry R&D: ${df_summary['Total R&D'].sum():.1f}B (last 4 quarters)\")\n", - "print(f\" • Highest R&D Intensity: {highest_rd_pct} ({df_summary.set_index('Company').loc[highest_rd_pct, 'R&D % of Revenue']:.1f}% of revenue)\")\n", - "print(f\" • Average R&D Intensity: {df_summary['R&D % of Revenue'].mean():.1f}%\")\n", - "print(\"\\n\")\n", - "\n", - "# 5. Stock Performance\n", - "print(\"5. STOCK MARKET PERFORMANCE (Past Year)\")\n", - "print(\"-\" * 80)\n", - "best_performer = df_performance.set_index('Company')['Year Return (%)'].idxmax()\n", - "most_volatile = df_performance.set_index('Company')['Volatility Range (%)'].idxmax()\n", - "print(f\" • Best Performer: {best_performer} (+{df_performance.set_index('Company').loc[best_performer, 'Year Return (%)']:.1f}%)\")\n", - "print(f\" • Average Return: {df_performance['Year Return (%)'].mean():.1f}%\")\n", - "print(f\" • Positive Returns: {(df_performance['Year Return (%)'] > 0).sum()}/6 companies\")\n", - "print(f\" • Most Volatile: {most_volatile} ({df_performance.set_index('Company').loc[most_volatile, 'Volatility Range (%)']:.1f}% range)\")\n", - "print(\"\\n\")\n", - "\n", - "# 6. Risk Assessment\n", - "print(\"6. RISK & VOLATILITY ASSESSMENT\")\n", - "print(\"-\" * 80)\n", - "for idx, row in df_performance.iterrows():\n", - " risk_level = \"HIGH\" if row['Volatility Range (%)'] > 70 else \"MODERATE\" if row['Volatility Range (%)'] > 50 else \"LOW\"\n", - " print(f\" • {row['Company']:20s}: {risk_level:8s} (Max Drawdown: {row['Max Drawdown (%)']:6.1f}%)\")\n", - "print(\"\\n\")\n" - ], - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "================================================================================\n", - "BIG TECH AI COMPANIES - COMPREHENSIVE ANALYSIS SUMMARY\n", - "================================================================================\n", - "\n", - "\n", - "1. MARKET LEADERSHIP & VALUATION\n", - "--------------------------------------------------------------------------------\n", - " • Largest by Market Cap: NVIDIA ($4603.5B)\n", - " • Total Combined Market Cap: $20007.8B\n", - " • Average P/E Ratio: 34.4x\n", - " • Highest P/E: NVIDIA (46.4x)\n", - " • Lowest P/E: Meta (Facebook) (28.0x)\n", - "\n", - "\n", - "2. GROWTH PERFORMANCE\n", - "--------------------------------------------------------------------------------\n", - " • Fastest Revenue Growth: NVIDIA (13.27%)\n", - " • Fastest Earnings Growth: NVIDIA (14.55%)\n", - " • Average Revenue Growth: 5.39%\n", - " • Companies with >10% Revenue Growth: 1\n", - "\n", - "\n", - "3. PROFITABILITY & EFFICIENCY\n", - "--------------------------------------------------------------------------------\n", - " • Highest Net Margin: NVIDIA (53.0%)\n", - " • Average Net Margin: 31.6%\n", - " • Highest ROE: Apple (151.9%)\n", - " • Average ROE: 57.9%\n", - " • Highest Operating Margin: NVIDIA (62.3%)\n", - "\n", - "\n", - "4. R&D & AI INVESTMENT\n", - "--------------------------------------------------------------------------------\n", - " • Highest Total R&D: Amazon ($102.7B)\n", - " • Total Industry R&D: $295.1B (last 4 quarters)\n", - " • Highest R&D Intensity: Meta (Facebook) (27.7% of revenue)\n", - " • Average R&D Intensity: 14.2%\n", - "\n", - "\n", - "5. STOCK MARKET PERFORMANCE (Past Year)\n", - "--------------------------------------------------------------------------------\n", - " • Best Performer: Alphabet (Google) (+66.5%)\n", - " • Average Return: 23.1%\n", - " • Positive Returns: 6/6 companies\n", - " • Most Volatile: Alphabet (Google) (99.4% range)\n", - "\n", - "\n", - "6. RISK & VOLATILITY ASSESSMENT\n", - "--------------------------------------------------------------------------------\n", - " • Microsoft : LOW (Max Drawdown: -12.3%)\n", - " • Apple : LOW (Max Drawdown: -30.6%)\n", - " • Alphabet (Google) : HIGH (Max Drawdown: -25.8%)\n", - " • Amazon : LOW (Max Drawdown: -26.7%)\n", - " • Meta (Facebook) : MODERATE (Max Drawdown: -19.9%)\n", - " • NVIDIA : HIGH (Max Drawdown: -37.4%)\n", - "\n", - "\n", - "\n" - ] - } - ], - "execution_count": 7 - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Create a comprehensive comparison dashboard\n" - ] - }, - { - "cell_type": "code", - "metadata": {}, - "source": [ - "# Create final comprehensive executive summary report\n", - "report = []\n", - "\n", - "report.append(\"=\" * 80)\n", - "report.append(\"EXECUTIVE SUMMARY: BIG TECH AI COMPANIES COMPARATIVE ANALYSIS\")\n", - "report.append(\"=\" * 80)\n", - "report.append(\"\")\n", - "report.append(\"Analysis Period: January 2025 - January 2026\")\n", - "report.append(\"Companies Analyzed: Microsoft, Apple, Alphabet (Google), Amazon, Meta, NVIDIA\")\n", - "report.append(\"\")\n", - "\n", - "report.append(\"=\" * 80)\n", - "report.append(\"KEY FINDINGS & STRATEGIC INSIGHTS\")\n", - "report.append(\"=\" * 80)\n", - "report.append(\"\")\n", - "\n", - "report.append(\"1. AI LEADERSHIP & MARKET DOMINANCE\")\n", - "report.append(\"-\" * 80)\n", - "report.append(\" NVIDIA emerges as the clear AI infrastructure leader:\")\n", - "report.append(\" • Largest market cap: $4.6 trillion\")\n", - "report.append(\" • Highest revenue growth: 13.3% (far exceeding peers)\")\n", - "report.append(\" • Exceptional profitability: 53% net margin, 62% operating margin\")\n", - "report.append(\" • Stock return: +37% (2nd best performer)\")\n", - "report.append(\"\")\n", - "report.append(\" Key Insight: NVIDIA's dominance in AI chips (GPUs) positions it as the\")\n", - "report.append(\" 'picks and shovels' provider of the AI revolution, benefiting from all\")\n", - "report.append(\" other companies' AI investments.\")\n", - "report.append(\"\")\n", - "\n", - "report.append(\"2. ALPHABET (GOOGLE): THE SURPRISE WINNER\")\n", - "report.append(\"-\" * 80)\n", - "report.append(\" Alphabet delivered the best stock performance:\")\n", - "report.append(\" • Stock return: +66.5% (best among all six)\")\n", - "report.append(\" • Strong revenue growth: 3.8%\")\n", - "report.append(\" • Solid profitability: 32% net margin\")\n", - "report.append(\" • Heavy R&D investment: $55.6B (14.4% of revenue)\")\n", - "report.append(\"\")\n", - "report.append(\" Key Insight: Market recognizes Google's AI integration (Gemini, Search AI)\")\n", - "report.append(\" and cloud growth potential. However, high volatility (99% range) indicates\")\n", - "report.append(\" significant uncertainty and risk.\")\n", - "report.append(\"\")\n", - "\n", - "report.append(\"3. R&D INVESTMENT PATTERNS\")\n", - "report.append(\"-\" * 80)\n", - "report.append(\" Total industry R&D spending: $295.1 billion (last 4 quarters)\")\n", - "report.append(\"\")\n", - "report.append(\" Investment Leaders:\")\n", - "report.append(\" • Amazon: $102.7B total (14.9% of revenue) - AWS AI infrastructure\")\n", - "report.append(\" • Alphabet: $55.6B total (14.4% of revenue) - AI models & cloud\")\n", - "report.append(\" • Meta: $52.4B total (27.7% of revenue!) - Metaverse & AI\")\n", - "report.append(\"\")\n", - "report.append(\" Key Insight: Meta's extraordinary 27.7% R&D intensity reflects aggressive\")\n", - "report.append(\" AI and metaverse investments, but resulted in -18% earnings growth,\")\n", - "report.append(\" raising questions about ROI and capital efficiency.\")\n", - "report.append(\"\")\n", - "\n", - "report.append(\"4. PROFITABILITY & EFFICIENCY ANALYSIS\")\n", - "report.append(\"-\" * 80)\n", - "report.append(\" Profitability Champions:\")\n", - "report.append(\" • NVIDIA: 53% net margin (exceptional for hardware)\")\n", - "report.append(\" • Microsoft: 36% net margin (software/cloud efficiency)\")\n", - "report.append(\" • Alphabet: 32% net margin (advertising + cloud)\")\n", - "report.append(\"\")\n", - "report.append(\" Efficiency Leaders (ROE):\")\n", - "report.append(\" • Apple: 152% ROE (capital-light model, massive buybacks)\")\n", - "report.append(\" • NVIDIA: 83% ROE (high-margin AI chips)\")\n", - "report.append(\" • Alphabet: 32% ROE\")\n", - "report.append(\"\")\n", - "report.append(\" Concern: Amazon's 11% net margin remains lowest, despite massive scale.\")\n", - "report.append(\" Retail operations continue to pressure overall profitability.\")\n", - "report.append(\"\")\n", - "\n", - "report.append(\"5. STOCK PERFORMANCE & RISK PROFILE\")\n", - "report.append(\"-\" * 80)\n", - "report.append(\" All six companies delivered positive returns (average: +23.1%)\")\n", - "report.append(\"\")\n", - "report.append(\" Performance Ranking:\")\n", - "report.append(\" 1. Alphabet: +66.5% (HIGH risk - 99% volatility)\")\n", - "report.append(\" 2. NVIDIA: +36.9% (HIGH risk - 91% volatility)\")\n", - "report.append(\" 3. Microsoft: +12.9% (LOW risk - 45% volatility)\")\n", - "report.append(\" 4. Apple: +10.9% (LOW risk - 44% volatility)\")\n", - "report.append(\" 5. Meta: +8.9% (MODERATE risk - 52% volatility)\")\n", - "report.append(\" 6. Amazon: +2.9% (LOW risk - 44% volatility)\")\n", - "report.append(\"\")\n", - "report.append(\" Key Insight: Higher AI exposure correlates with higher returns BUT also\")\n", - "report.append(\" significantly higher volatility. Conservative investors may prefer\")\n", - "report.append(\" Microsoft or Apple for AI exposure with lower risk.\")\n", - "report.append(\"\")\n", - "\n", - "report.append(\"=\" * 80)\n", - "report.append(\"INVESTMENT RECOMMENDATIONS BY INVESTOR PROFILE\")\n", - "report.append(\"=\" * 80)\n", - "report.append(\"\")\n", - "\n", - "report.append(\"GROWTH INVESTORS (High Risk Tolerance):\")\n", - "report.append(\" 1. NVIDIA - Pure AI infrastructure play, exceptional growth & margins\")\n", - "report.append(\" 2. Alphabet - Strong AI integration, cloud growth, attractive valuation (P/E: 31)\")\n", - "report.append(\" Rationale: Highest growth potential, leading AI capabilities\")\n", - "report.append(\"\")\n", - "\n", - "report.append(\"BALANCED INVESTORS (Moderate Risk):\")\n", - "report.append(\" 1. Microsoft - Steady growth, Azure AI leadership, enterprise dominance\")\n", - "report.append(\" 2. Apple - Strong ecosystem, emerging AI features, capital returns\")\n", - "report.append(\" Rationale: Solid fundamentals, lower volatility, consistent performance\")\n", - "report.append(\"\")\n", - "\n", - "report.append(\"VALUE/INCOME INVESTORS (Low Risk):\")\n", - "report.append(\" 1. Apple - Lowest volatility, strong cash flow, shareholder returns\")\n", - "report.append(\" 2. Microsoft - Predictable revenue, dividend growth, enterprise stability\")\n", - "report.append(\" Rationale: Defensive qualities, proven business models, lower drawdowns\")\n", - "report.append(\"\")\n", - "\n", - "report.append(\"AVOID/CAUTION:\")\n", - "report.append(\" • Meta - Negative earnings growth (-18%), unclear metaverse ROI\")\n", - "report.append(\" • Amazon - Lowest margins, modest returns despite massive R&D\")\n", - "report.append(\"\")\n", - "\n", - "report.append(\"=\" * 80)\n", - "report.append(\"STRATEGIC THEMES & FUTURE OUTLOOK\")\n", - "report.append(\"=\" * 80)\n", - "report.append(\"\")\n", - "\n", - "report.append(\"1. AI Infrastructure Dominance: NVIDIA's GPU monopoly creates pricing power\")\n", - "report.append(\" and exceptional margins. Watch for competition from custom chips (Google TPU,\")\n", - "report.append(\" Amazon Trainium, Microsoft Maia).\")\n", - "report.append(\"\")\n", - "\n", - "report.append(\"2. Cloud AI Integration: Microsoft (Azure AI), Alphabet (Vertex AI), and\")\n", - "report.append(\" Amazon (Bedrock) are racing to monetize AI through cloud platforms.\")\n", - "report.append(\" Microsoft currently leads in enterprise AI adoption.\")\n", - "report.append(\"\")\n", - "\n", - "report.append(\"3. Consumer AI Applications: Apple's on-device AI and Google's Search AI\")\n", - "report.append(\" integration will drive next phase of growth. Watch for AI-driven\")\n", - "report.append(\" hardware refresh cycles.\")\n", - "report.append(\"\")\n", - "\n", - "report.append(\"4. R&D Efficiency Concerns: Meta's 27.7% R&D spending with negative earnings\")\n", - "report.append(\" growth raises questions. Investors should monitor ROI on AI investments\")\n", - "report.append(\" across all companies.\")\n", - "report.append(\"\")\n", - "\n", - "report.append(\"5. Regulatory Risks: All six face antitrust scrutiny. AI regulation could\")\n", - "report.append(\" impact competitive dynamics and profitability.\")\n", - "report.append(\"\")\n", - "\n", - "report.append(\"=\" * 80)\n", - "report.append(\"CONCLUSION\")\n", - "report.append(\"=\" * 80)\n", - "report.append(\"\")\n", - "report.append(\"The Big Tech AI race is creating unprecedented value ($20 trillion combined\")\n", - "report.append(\"market cap) but with significant differentiation:\")\n", - "report.append(\"\")\n", - "report.append(\"• NVIDIA: Clear AI infrastructure winner - highest growth & profitability\")\n", - "report.append(\"• Microsoft: Best balanced play - growth + stability + enterprise AI\")\n", - "report.append(\"• Alphabet: Highest upside potential but with elevated risk\")\n", - "report.append(\"• Apple: Defensive quality play with emerging AI catalysts\")\n", - "report.append(\"• Meta: High risk turnaround story - execution concerns remain\")\n", - "report.append(\"• Amazon: Solid but unexciting - margins remain a challenge\")\n", - "report.append(\"\")\n", - "report.append(\"All six companies are investing heavily in AI ($295B combined R&D), but\")\n", - "report.append(\"monetization strategies and execution vary significantly. Investors should\")\n", - "report.append(\"align choices with risk tolerance and investment horizon.\")\n", - "report.append(\"\")\n", - "report.append(\"=\" * 80)\n", - "report.append(\"END OF REPORT\")\n", - "report.append(\"=\" * 80)\n", - "\n", - "# Save report\n", - "report_text = \"\\n\".join(report)\n", - "with open('artifacts/executive_summary_report.txt', 'w') as f:\n", - " f.write(report_text)\n", - "\n", - "print(report_text)\n", - "print(\"\\n✓ Saved executive summary report to artifacts/executive_summary_report.txt\")\n" - ], - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "================================================================================\n", - "EXECUTIVE SUMMARY: BIG TECH AI COMPANIES COMPARATIVE ANALYSIS\n", - "================================================================================\n", - "\n", - "Analysis Period: January 2025 - January 2026\n", - "Companies Analyzed: Microsoft, Apple, Alphabet (Google), Amazon, Meta, NVIDIA\n", - "\n", - "================================================================================\n", - "KEY FINDINGS & STRATEGIC INSIGHTS\n", - "================================================================================\n", - "\n", - "1. AI LEADERSHIP & MARKET DOMINANCE\n", - "--------------------------------------------------------------------------------\n", - " NVIDIA emerges as the clear AI infrastructure leader:\n", - " • Largest market cap: $4.6 trillion\n", - " • Highest revenue growth: 13.3% (far exceeding peers)\n", - " • Exceptional profitability: 53% net margin, 62% operating margin\n", - " • Stock return: +37% (2nd best performer)\n", - "\n", - " Key Insight: NVIDIA's dominance in AI chips (GPUs) positions it as the\n", - " 'picks and shovels' provider of the AI revolution, benefiting from all\n", - " other companies' AI investments.\n", - "\n", - "2. ALPHABET (GOOGLE): THE SURPRISE WINNER\n", - "--------------------------------------------------------------------------------\n", - " Alphabet delivered the best stock performance:\n", - " • Stock return: +66.5% (best among all six)\n", - " • Strong revenue growth: 3.8%\n", - " • Solid profitability: 32% net margin\n", - " • Heavy R&D investment: $55.6B (14.4% of revenue)\n", - "\n", - " Key Insight: Market recognizes Google's AI integration (Gemini, Search AI)\n", - " and cloud growth potential. However, high volatility (99% range) indicates\n", - " significant uncertainty and risk.\n", - "\n", - "3. R&D INVESTMENT PATTERNS\n", - "--------------------------------------------------------------------------------\n", - " Total industry R&D spending: $295.1 billion (last 4 quarters)\n", - "\n", - " Investment Leaders:\n", - " • Amazon: $102.7B total (14.9% of revenue) - AWS AI infrastructure\n", - " • Alphabet: $55.6B total (14.4% of revenue) - AI models & cloud\n", - " • Meta: $52.4B total (27.7% of revenue!) - Metaverse & AI\n", - "\n", - " Key Insight: Meta's extraordinary 27.7% R&D intensity reflects aggressive\n", - " AI and metaverse investments, but resulted in -18% earnings growth,\n", - " raising questions about ROI and capital efficiency.\n", - "\n", - "4. PROFITABILITY & EFFICIENCY ANALYSIS\n", - "--------------------------------------------------------------------------------\n", - " Profitability Champions:\n", - " • NVIDIA: 53% net margin (exceptional for hardware)\n", - " • Microsoft: 36% net margin (software/cloud efficiency)\n", - " • Alphabet: 32% net margin (advertising + cloud)\n", - "\n", - " Efficiency Leaders (ROE):\n", - " • Apple: 152% ROE (capital-light model, massive buybacks)\n", - " • NVIDIA: 83% ROE (high-margin AI chips)\n", - " • Alphabet: 32% ROE\n", - "\n", - " Concern: Amazon's 11% net margin remains lowest, despite massive scale.\n", - " Retail operations continue to pressure overall profitability.\n", - "\n", - "5. STOCK PERFORMANCE & RISK PROFILE\n", - "--------------------------------------------------------------------------------\n", - " All six companies delivered positive returns (average: +23.1%)\n", - "\n", - " Performance Ranking:\n", - " 1. Alphabet: +66.5% (HIGH risk - 99% volatility)\n", - " 2. NVIDIA: +36.9% (HIGH risk - 91% volatility)\n", - " 3. Microsoft: +12.9% (LOW risk - 45% volatility)\n", - " 4. Apple: +10.9% (LOW risk - 44% volatility)\n", - " 5. Meta: +8.9% (MODERATE risk - 52% volatility)\n", - " 6. Amazon: +2.9% (LOW risk - 44% volatility)\n", - "\n", - " Key Insight: Higher AI exposure correlates with higher returns BUT also\n", - " significantly higher volatility. Conservative investors may prefer\n", - " Microsoft or Apple for AI exposure with lower risk.\n", - "\n", - "================================================================================\n", - "INVESTMENT RECOMMENDATIONS BY INVESTOR PROFILE\n", - "================================================================================\n", - "\n", - "GROWTH INVESTORS (High Risk Tolerance):\n", - " 1. NVIDIA - Pure AI infrastructure play, exceptional growth & margins\n", - " 2. Alphabet - Strong AI integration, cloud growth, attractive valuation (P/E: 31)\n", - " Rationale: Highest growth potential, leading AI capabilities\n", - "\n", - "BALANCED INVESTORS (Moderate Risk):\n", - " 1. Microsoft - Steady growth, Azure AI leadership, enterprise dominance\n", - " 2. Apple - Strong ecosystem, emerging AI features, capital returns\n", - " Rationale: Solid fundamentals, lower volatility, consistent performance\n", - "\n", - "VALUE/INCOME INVESTORS (Low Risk):\n", - " 1. Apple - Lowest volatility, strong cash flow, shareholder returns\n", - " 2. Microsoft - Predictable revenue, dividend growth, enterprise stability\n", - " Rationale: Defensive qualities, proven business models, lower drawdowns\n", - "\n", - "AVOID/CAUTION:\n", - " • Meta - Negative earnings growth (-18%), unclear metaverse ROI\n", - " • Amazon - Lowest margins, modest returns despite massive R&D\n", - "\n", - "================================================================================\n", - "STRATEGIC THEMES & FUTURE OUTLOOK\n", - "================================================================================\n", - "\n", - "1. AI Infrastructure Dominance: NVIDIA's GPU monopoly creates pricing power\n", - " and exceptional margins. Watch for competition from custom chips (Google TPU,\n", - " Amazon Trainium, Microsoft Maia).\n", - "\n", - "2. Cloud AI Integration: Microsoft (Azure AI), Alphabet (Vertex AI), and\n", - " Amazon (Bedrock) are racing to monetize AI through cloud platforms.\n", - " Microsoft currently leads in enterprise AI adoption.\n", - "\n", - "3. Consumer AI Applications: Apple's on-device AI and Google's Search AI\n", - " integration will drive next phase of growth. Watch for AI-driven\n", - " hardware refresh cycles.\n", - "\n", - "4. R&D Efficiency Concerns: Meta's 27.7% R&D spending with negative earnings\n", - " growth raises questions. Investors should monitor ROI on AI investments\n", - " across all companies.\n", - "\n", - "5. Regulatory Risks: All six face antitrust scrutiny. AI regulation could\n", - " impact competitive dynamics and profitability.\n", - "\n", - "================================================================================\n", - "CONCLUSION\n", - "================================================================================\n", - "\n", - "The Big Tech AI race is creating unprecedented value ($20 trillion combined\n", - "market cap) but with significant differentiation:\n", - "\n", - "• NVIDIA: Clear AI infrastructure winner - highest growth & profitability\n", - "• Microsoft: Best balanced play - growth + stability + enterprise AI\n", - "• Alphabet: Highest upside potential but with elevated risk\n", - "• Apple: Defensive quality play with emerging AI catalysts\n", - "• Meta: High risk turnaround story - execution concerns remain\n", - "• Amazon: Solid but unexciting - margins remain a challenge\n", - "\n", - "All six companies are investing heavily in AI ($295B combined R&D), but\n", - "monetization strategies and execution vary significantly. Investors should\n", - "align choices with risk tolerance and investment horizon.\n", - "\n", - "================================================================================\n", - "END OF REPORT\n", - "================================================================================\n", - "\n", - "✓ Saved executive summary report to artifacts/executive_summary_report.txt\n", - "\n" - ] - } - ], - "execution_count": 8 - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Final Plan Status\n", - "\n", - "```\n", - "1. [x] Identify major Big Tech AI companies and retrieve their current stock price snapshots\n", - "2. [x] Retrieve historical stock price data for the past year for each company\n", - "3. [x] Retrieve financial statements (income statements, balance sheets, cash flow statements) for each company\n", - "4. [x] Retrieve financial metrics snapshots for key performance indicators\n", - "5. [x] Load and explore all retrieved data\n", - "6. [x] Analyze revenue growth trends across companies\n", - "7. [x] Analyze R&D investments and profitability metrics\n", - "8. [x] Analyze market performance (stock price movements, returns)\n", - "9. [x] Create comparative visualizations (revenue growth, R&D spending, profitability, stock performance)\n", - "10. [x] Generate summary statistics and key insights\n", - "11. [x] Create a comprehensive comparison dashboard\n", - "12. [x] Provide final summary with actionable insights and recommendations\n", - "```\n", - "\n", - "**All 12 steps completed!**\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "---\n", - "\n", - "## Final Answer\n", - "\n", - "# Big Tech AI Companies - Comprehensive Comparative Analysis\n", - "\n", - "## Executive Summary\n", - "\n", - "I've completed a comprehensive comparative analysis of six major Big Tech AI companies (Microsoft, Apple, Alphabet/Google, Amazon, Meta, and NVIDIA) covering the period from January 2025 to January 2026. The analysis examined revenue growth, R&D investments, profitability, and market performance.\n", - "\n", - "## Key Findings\n", - "\n", - "### 1. **Market Leadership & Valuation**\n", - "- **NVIDIA** leads with the largest market cap at **$4.6 trillion**\n", - "- Combined market capitalization: **$20 trillion**\n", - "- All six companies delivered positive returns, averaging **+23.1%**\n", - "\n", - "### 2. **Growth Performance**\n", - "- **NVIDIA** dominates with **13.3% revenue growth** and **14.6% earnings growth**\n", - "- **Alphabet** delivered the best stock performance: **+66.5% return**\n", - "- Only NVIDIA achieved >10% revenue growth, highlighting its AI infrastructure dominance\n", - "\n", - "### 3. **R&D Investment & AI Spending**\n", - "- Total industry R&D: **$295.1 billion** (last 4 quarters)\n", - "- **Amazon** leads in absolute spending: **$102.7B**\n", - "- **Meta** has the highest R&D intensity: **27.7% of revenue** (concerning given -18% earnings growth)\n", - "- Average R&D intensity: **14.2% of revenue**\n", - "\n", - "### 4. **Profitability Analysis**\n", - "- **NVIDIA** leads in margins: **53% net margin, 62% operating margin**\n", - "- **Apple** has exceptional ROE: **152%** (due to capital-light model and buybacks)\n", - "- **Amazon** lags with only **11% net margin** despite massive scale\n", - "\n", - "### 5. **Stock Performance & Risk**\n", - "**Performance Ranking:**\n", - "1. Alphabet: +66.5% (HIGH volatility - 99% range)\n", - "2. NVIDIA: +36.9% (HIGH volatility - 91% range)\n", - "3. Microsoft: +12.9% (LOW volatility - 45% range)\n", - "4. Apple: +10.9% (LOW volatility - 44% range)\n", - "5. Meta: +8.9% (MODERATE volatility - 52% range)\n", - "6. Amazon: +2.9% (LOW volatility - 44% range)\n", - "\n", - "## Investment Recommendations by Profile\n", - "\n", - "### **Growth Investors (High Risk Tolerance)**\n", - "1. **NVIDIA** - Pure AI infrastructure play with exceptional growth & margins\n", - "2. **Alphabet** - Strong AI integration, attractive P/E ratio (31x)\n", - "\n", - "### **Balanced Investors (Moderate Risk)**\n", - "1. **Microsoft** - Azure AI leadership, enterprise dominance, steady growth\n", - "2. **Apple** - Strong ecosystem, emerging AI features, capital returns\n", - "\n", - "### **Value/Income Investors (Low Risk)**\n", - "1. **Apple** - Lowest volatility, strong cash flow, shareholder returns\n", - "2. **Microsoft** - Predictable revenue, dividend growth, stability\n", - "\n", - "### **Caution/Avoid**\n", - "- **Meta** - Negative earnings growth (-18%), unclear metaverse ROI\n", - "- **Amazon** - Lowest margins, modest returns despite massive R&D\n", - "\n", - "## Strategic Insights\n", - "\n", - "1. **AI Infrastructure Dominance**: NVIDIA's GPU monopoly creates exceptional pricing power and margins, positioning it as the \"picks and shovels\" provider of the AI revolution\n", - "\n", - "2. **Cloud AI Race**: Microsoft (Azure AI), Alphabet (Vertex AI), and Amazon (Bedrock) are competing to monetize AI through cloud platforms\n", - "\n", - "3. **R&D Efficiency Concerns**: Meta's 27.7% R&D spending with negative earnings growth raises serious ROI questions\n", - "\n", - "4. **Risk-Return Tradeoff**: Higher AI exposure correlates with higher returns but significantly higher volatility\n", - "\n", - "5. **Regulatory Risks**: All six face antitrust scrutiny and potential AI regulation\n", - "\n", - "## Deliverables Created\n", - "\n", - "All analysis artifacts have been saved to the `artifacts/` folder:\n", - "- ✅ `financial_metrics_summary.csv` - Key financial metrics comparison\n", - "- ✅ `revenue_rd_analysis.csv` - Revenue and R&D investment analysis\n", - "- ✅ `stock_performance_analysis.csv` - Market performance metrics\n", - "- ✅ `comparative_analysis_dashboard.png` - 4-panel visualization dashboard\n", - "- ✅ `rd_investment_efficiency_analysis.png` - R&D and efficiency analysis charts\n", - "- ✅ `executive_summary_report.txt` - Comprehensive written report\n", - "\n", - "## Conclusion\n", - "\n", - "NVIDIA emerges as the clear AI infrastructure winner with the highest growth and profitability. Microsoft offers the best balanced play combining growth with stability. Alphabet presents the highest upside potential but with elevated risk. Apple provides defensive quality with emerging AI catalysts. Meta and Amazon face execution challenges despite massive investments.\n", - "\n", - "The $295B combined R&D investment demonstrates the industry's commitment to AI, but monetization strategies and execution vary significantly. Investors should align their choices with their risk tolerance and investment horizon.\n" - ] - } - ] -} \ No newline at end of file diff --git a/examples/runs/20260102_150305_ed4307/README.md b/examples/runs/20260102_150305_ed4307/README.md deleted file mode 100644 index 7e8c474..0000000 --- a/examples/runs/20260102_150305_ed4307/README.md +++ /dev/null @@ -1,6 +0,0 @@ - -```bash -dsagent "Create a synthetic dataset representing product sales across multiple competing brands, -and generate visualizations that support data-driven decision-making for Brand A." ---model claude-sonnet-4-5-20250929 --workspace examples -``` \ No newline at end of file diff --git a/examples/runs/20260102_150305_ed4307/artifacts/00_project_summary.txt b/examples/runs/20260102_150305_ed4307/artifacts/00_project_summary.txt deleted file mode 100644 index 876b125..0000000 --- a/examples/runs/20260102_150305_ed4307/artifacts/00_project_summary.txt +++ /dev/null @@ -1,107 +0,0 @@ - -================================================================================ -PROJECT DELIVERABLES SUMMARY -Brand A Sales Analysis & Strategic Recommendations -================================================================================ - -📊 DATASET CREATED --------------------------------------------------------------------------------- -File: data/brand_sales_dataset.csv -- 2,400 records (24 months × 5 brands × 4 categories × 5 regions) -- Date range: January 2022 - December 2023 -- Metrics: Revenue, Profit, Sales Volume, Prices, Customer Satisfaction -- Market share calculations included - -📈 VISUALIZATIONS GENERATED (All saved in artifacts/) --------------------------------------------------------------------------------- - -1. 01_market_share_analysis.png - ✓ Overall market share pie chart - ✓ Market share trend over time - ✓ Market share by product category - ✓ Market share growth rate comparison - -2. 02_trend_analysis.png - ✓ Monthly revenue trend by brand - ✓ Cumulative revenue growth - ✓ Sales volume trend - ✓ Customer satisfaction trend - -3. 03_product_performance.png - ✓ Revenue by product category (all brands) - ✓ Brand A multi-metric category performance - ✓ Average price comparison by category - ✓ Category growth rate analysis - -4. 04_regional_analysis.png - ✓ Revenue by region (all brands) - ✓ Brand A revenue heatmap (region × category) - ✓ Market share by region - ✓ Regional performance scorecard - -5. 05_profitability_pricing.png - ✓ Profit margin comparison - ✓ Revenue vs profit relationship - ✓ Price-volume positioning matrix - ✓ Monthly profit trend - -6. 06_executive_dashboard.png - ✓ Key metrics cards (Revenue, Profit, Market Share, Satisfaction) - ✓ Competitive market position - ✓ Revenue trend with forecast - ✓ Category performance breakdown - ✓ Regional distribution - -📋 STRATEGIC REPORT --------------------------------------------------------------------------------- -File: artifacts/07_strategic_recommendations.txt - -Comprehensive 12-month action plan including: -✓ Executive summary with key highlights -✓ Competitive analysis and positioning -✓ Strategic opportunities (Electronics, Personal Care, Home Appliances) -✓ Regional strategy recommendations -✓ Pricing strategy optimization -✓ Customer satisfaction initiatives -✓ Competitive threats and mitigation -✓ Quarterly action plan (Q1-Q4 2024) -✓ Financial projections (3 scenarios) -✓ Investment requirements and ROI -✓ Key success metrics (KPIs) - -🎯 KEY INSIGHTS FOR BRAND A --------------------------------------------------------------------------------- - -STRENGTHS: -• #2 market position with 25.1% share -• Fastest growth rate: 17.0% YoY (2.8x faster than leader) -• Strong profit margin: 35.0% -• Improving customer satisfaction: 8.1/10 -• Balanced regional performance -• Electronics category dominance - -OPPORTUNITIES: -• Path to #1 position within 18-24 months -• Personal Care expansion potential (+$5-8M) -• Premium product line launch (+$15-20M) -• Market share growth from 25% to 30% - -RECOMMENDATIONS: -1. Double down on Electronics (highest priority) -2. Aggressively expand Personal Care portfolio -3. Maintain operational excellence across regions -4. Launch premium tier to compete with Brand B -5. Invest $15-20M for 250-300% ROI - -📊 DATA QUALITY & METHODOLOGY --------------------------------------------------------------------------------- -• Synthetic dataset with realistic patterns -• Seasonal variations included -• Growth trends differentiated by brand -• Regional balance maintained -• Customer satisfaction trends incorporated -• Market share calculations validated - -================================================================================ -All deliverables ready for executive presentation and strategic planning. -================================================================================ diff --git a/examples/runs/20260102_150305_ed4307/artifacts/01_market_share_analysis.png b/examples/runs/20260102_150305_ed4307/artifacts/01_market_share_analysis.png deleted file mode 100644 index 5527c2e94b7bb0e36b9c9f7949f832312ef3a7a0..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 568837 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