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Core Market Intelligence (V1–V4)

Share + Trend

Rank, trend, and compare market share across CPU, GPU, and foundry segments.

GetTopMarketShareLeaders GetMarketShareTrend CompareCompanies GetMarketConcentration

Financial + Price + Search

SEC fundamentals, daily price history, and alias-aware company lookup.

GetVendorMetricTrend GetPricePerformance SearchCompanies

Catalyst + Write-Then-Verify (V5–V6)

Event Search + Impact

Query catalyst timeline by company, type, and date. Windowed price and share analysis around event dates.

SearchEvents GetEventImpactOnPrice GetEventImpactOnShare

Note + SOP Lifecycle

Write-then-verify research notes. Orchestrate and audit end-to-end catalyst SOP runs.

WriteCatalystNote VerifyCatalystNote RunCatalystSOP VerifyCatalystSOP ListCatalystSOPRuns

Visualization Suite (V7–V8)

Static PNG (V7)

Matplotlib chart outputs for snapshots, trends, relative returns, event windows, and dashboard assembly.

PlotMarketShareSnapshot PlotMarketShareTrend PlotPriceRelativePerformance PlotEventImpactWindow PlotSemiconductorDashboard

Interactive HTML (V8)

Plotly HTML outputs with drilldown links. Research pack bundles all views into a single index.

BuildInteractiveShareSnapshot BuildInteractiveRelativePerformance BuildInteractiveEventStudy BuildInteractiveSemiconductorBriefing BuildInteractiveResearchPack

Representative Calls

# GPU leaderboard get_top_market_share_leaders(market="GPU", segment="Discrete", limit=3) # NVIDIA revenue trend get_vendor_metric_trend(company="NVDA", metric_name="Revenue") # Foundry concentration get_market_concentration(market="Foundry", segment="Wafer") # Interactive research pack build_interactive_research_pack( ticker="NVDA", benchmark_ticker="SOXX", market="GPU", segment="Discrete", event_date="2025-02-21", window_days=5 )