Industry Data Analysis

📊〽️ Interactive market segmentation analysis across industries.

Industries • Requirements • Quick Start • Credits • About the Core Contributors

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Industries Covered

Interactive marimo notebooks with pie charts and icicle visualizations showing market segments, sizes, and top companies:

Industry	Notebook	Market Focus
Construction	construction_industry.py	Residential, infrastructure, non-residential buildings
Semiconductor	semiconductor_industry.py	Chip design, fabrication, equipment
Chemical	chemical_industry.py	Specialty chemicals, petrochemicals, materials
Cybersecurity	cyber_industry.py	Network, endpoint, cloud, identity, GRC
Space	space_industry.py	Launch, satellites, ground systems
Actuators	actuator_industry.py	Electric, hydraulic, pneumatic actuators. Appendix: robotics actuator deep dive — precision reducers, servo/drives, integrated joint modules and robot OEMs across Japan/China/Europe-US; sourced market-share table, China RV substitution trend, humanoid BOM split, and a "value accrues in the joint" thesis
Robotics	robotics_industry.py	Industrial, service, collaborative robots
Robotics Insurance	robotics_insurance_industry.py	The emerging, largely unmeasured line covering robots and autonomous systems: the protection gap (4.66M robots deployed vs. ~$0.5B dedicated premium), how robot risk hides inside product-liability/CGL/workers-comp books, coverage-type and buyer segmentation, an insurtech/carrier market map and strategy archetypes, failure-vector-to-claim flows, long-tail claim timelines, fleet-wide systemic risk, and the widening AI-exclusion coverage gap
Safety Compliance	safety_compliance_industry.py	EHS, process safety, aviation/maritime/railway safety
Insurance	insurance_industry.py	Life, P&C, health, reinsurance — global premium pools. Appendix: insurance market structure entry — the signal/distribution/risk-transfer layer model, the revenue-multiple gradient, cyber insurance conditions (2024-2026), and who funds cyber insurance (worked case: Evolution Equity Partners)
Cyber Insurance	cyber_insurance_industry.py	Carriers, MGAs, reinsurers, strategy archetypes, threat-to-claim flows
Japan Insurance	japan_insurance_industry.py	Japanese market structure: Big Three P&C (Tokio Marine, MS&AD, Sompo), internationalization trend (FY2014-FY2026), domestic line-of-business mix, Big Three cyber books, and a life/non-life/third-sector company treemap
Japan Economy	japan_economy.py	GDP-equivalent sector mix and representative listed leaders
Ocean / Blue Economy	ocean_industry.py	Shipping, offshore energy, fisheries, tourism, shipbuilding, naval defense, subsea infrastructure. Appendix: shipping decarbonization deep dive
Lloyd's Syndicate-in-a-Box	lloyds_siab.py	All 14 SiaBs approved (2020-2026): sectors, stamp capacity, outcomes, Carbon 4747 growth, managing agent concentration, new entrant comparison
Human Sensory Bandwidth	sensory_bandwidth.py	Raw sensory input vs. conscious experience: bandwidth funnel, the missing senses, interactive effective-bandwidth toy model, scenario presets, output channels, five definitions of "human bandwidth"

Requirements

• uv

  curl -LsSf https://astral.sh/uv/install.sh | sh
  

Quick Start

Run any industry notebook:

uv run marimo run notebooks/<industry>_industry.py

Other commands:

• make all - runs main.py
• make fmt - format code with Black
• make test - run all tests

Credits

This software uses the following tools:

• marimo - Reactive Python notebooks
• Plotly - Interactive visualizations
• uv - Fast Python package manager

About the Core Contributors

Made with contrib.rocks.