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Developed jointly by **MSCI and S&P in 1999**, it assigns every public company a place in a four-tier hierarchy according to what the company actually does. Before GICS, industry classification was fragmented across national schemes built for government statistics rather than investing; as portfolios became global, investors needed one consistent language for comparing companies across countries. GICS was designed as that language, and it won: today it underlies the S&P and MSCI index families and covers the overwhelming majority of global equity market capitalization.\n\n### The Four-Tier Structure\n\nGICS classifies at four levels of increasing precision: **11 sectors, 25 industry groups, 74 industries, and 163 sub-industries**. The tiers nest strictly — each sub-industry belongs to exactly one industry, each industry to one group, each group to one sector. The coding system mirrors the nesting: sectors carry two-digit codes (*10 Energy, 45 Information Technology*), and each deeper tier appends two digits, so the eight-digit sub-industry code *45301020 Semiconductors* contains its entire ancestry.\n\n### How Companies Are Classified\n\nEach company receives **exactly one classification**, assigned at the most granular tier and inherited upward. The deciding criterion is the company's *principal business activity*, measured primarily by **revenue**, with earnings and market perception as secondary considerations. The rule is deliberately mechanical: Amazon sits in *Broadline Retail*, not Information Technology, because retail is where its revenue comes from — cloud computing notwithstanding. To limit churn, a reclassification is generally considered only when a different activity reaches roughly 60% of revenues. Classifications are monitored continuously for corporate actions and formally reviewed each year.\n\n### A Living Standard\n\nThe structure itself is also reviewed annually, and has been revised repeatedly as the economy outgrew it. Three revisions define its modern shape. In **2016**, Real Estate became the first new sector since inception, separated from Financials (mortgage REITs deliberately stayed behind). In **2018**, Communication Services was created from the old Telecommunication sector, absorbing media from Consumer Discretionary and the interactive-media platforms — Alphabet, Meta — from Information Technology. In **March 2023**, payment processors such as Visa moved from Information Technology to Financials, general merchandisers such as Walmart moved from Consumer Discretionary to Consumer Staples, and the retail categories were rebuilt around the new *Broadline Retail* concept. The lesson of this history: sector definitions are not timeless, and long-term sector comparisons must respect revision dates.\n\n### Applications\n\nGICS is the working vocabulary of institutional investing. It defines the sector and industry indices on which **sector ETFs** are built; it is the standard dimension for **benchmarking, concentration analysis, and performance attribution**; and it frames **sector rotation** strategies that trade the cyclical/defensive divide. Its main rival is FTSE Russell's **ICB**, a structurally similar four-tier scheme used by FTSE and Russell indices — close enough to invite confusion, different enough that sector data from the two systems should never be mixed. Both differ fundamentally from statistical classifications such as **NAICS** or **ISIC**, which group companies by *production process* for government statistics rather than by *revenue* for investors.\n\n### Quirks and Limits\n\nA single-classification system must flatten multi-business reality, and its choices are instructive. Conglomerates get dedicated homes (*Industrial Conglomerates* for operators, *Multi-Sector Holdings* for holding companies). Adjacent activities are split by fine rules: renewable *generators* are Utilities, wind-turbine *makers* are Industrials, solar-panel *makers* are Semiconductors; gas stations are Automotive Retail, not Energy; metallurgical coal belongs to Steel, not Coal. Health insurers sit in Health Care, not Insurance. These boundary decisions are where the taxonomy reveals its investor's logic most clearly.\n\n### About This Graph\n\nThe hierarchy here is reproduced **verbatim** at all four tiers. Two curated layers are added on top: representative companies attached to their official classifications, and a *supplies_to* layer tracing embodied supply-chain relationships — steel into cars, chips into devices, equipment into mines — that the taxonomy itself does not encode. Node notes carry definitions, classification history, and the boundary quirks described above. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-10","messages":[{"id":"msg-mermaid-mtfrh7b9-9","role":"assistant","content":"Created in the September 2018 restructuring by merging telecom operators with media, entertainment, and the interactive-media giants (Alphabet, Meta) pulled out of IT. It spans slow defensive telcos and fast-moving platform companies — one of the least homogeneous sectors, which is itself a lesson in classification. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-100","messages":[{"id":"msg-mermaid-mtfrh7b9-167","role":"assistant","content":"Furniture and home furnishings manufacturers. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-101","messages":[{"id":"msg-mermaid-mtfrh7b9-168","role":"assistant","content":"Residential homebuilders — kept apart from commercial Construction & Engineering, and supplied by construction materials and building products. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-102","messages":[{"id":"msg-mermaid-mtfrh7b9-169","role":"assistant","content":"Household appliance manufacturers. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-103","messages":[{"id":"msg-mermaid-mtfrh7b9-170","role":"assistant","content":"Housewares, cutlery and home specialties. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-104","messages":[{"id":"msg-mermaid-mtfrh7b9-61","role":"assistant","content":"Sporting goods, toys and recreation products. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-105","messages":[{"id":"msg-mermaid-mtfrh7b9-171","role":"assistant","content":"Sporting goods, toys and recreational equipment. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-106","messages":[{"id":"msg-mermaid-mtfrh7b9-62","role":"assistant","content":"The textile-to-luxury chain in one industry; its internal Textiles → Apparel supply edge is one of the graph's two intra-industry chains. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-107","messages":[{"id":"msg-mermaid-mtfrh7b9-172","role":"assistant","content":"Apparel, accessories and luxury goods (LVMH's home); receives the intra-industry supply edge from Textiles and sends its products onward to Apparel Retail. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-108","messages":[{"id":"msg-mermaid-mtfrh7b9-173","role":"assistant","content":"Footwear manufacturers. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-109","messages":[{"id":"msg-mermaid-mtfrh7b9-174","role":"assistant","content":"Textile producers — the fabric tier that supplies apparel makers one node over. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-11","messages":[{"id":"msg-mermaid-mtfrh7b9-10","role":"assistant","content":"Regulated and quasi-regulated providers of electricity, gas and water, plus independent and renewable power producers. Defensive, dividend-heavy, rate-sensitive. The supply chain flows in: fuel from Energy, turbines and grid equipment from Industrials. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-110","messages":[{"id":"msg-mermaid-mtfrh7b9-19","role":"assistant","content":"Experience businesses: hotels, restaurants, casinos, education and other consumer services. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-111","messages":[{"id":"msg-mermaid-mtfrh7b9-63","role":"assistant","content":"Hotels, restaurants, cruise lines, casinos and leisure facilities — the experience economy. Restaurants make it a food-supply customer. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-112","messages":[{"id":"msg-mermaid-mtfrh7b9-175","role":"assistant","content":"Casino and gaming operators, including casino hotels (excluded from the hotel sub-industry). ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-113","messages":[{"id":"msg-mermaid-mtfrh7b9-176","role":"assistant","content":"Hotels, resorts and cruise lines. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-114","messages":[{"id":"msg-mermaid-mtfrh7b9-177","role":"assistant","content":"Gyms, ski resorts and leisure facility operators. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-115","messages":[{"id":"msg-mermaid-mtfrh7b9-178","role":"assistant","content":"Restaurant and food-service operators — the supply layer's second food destination alongside grocery retail. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-116","messages":[{"id":"msg-mermaid-mtfrh7b9-64","role":"assistant","content":"Education and specialized consumer services. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-117","messages":[{"id":"msg-mermaid-mtfrh7b9-179","role":"assistant","content":"For-profit education providers. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-118","messages":[{"id":"msg-mermaid-mtfrh7b9-180","role":"assistant","content":"Specialized consumer services: home security, legal, weddings, funerals. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-119","messages":[{"id":"msg-mermaid-mtfrh7b9-20","role":"assistant","content":"Discretionary distribution and retail, restructured in 2023 — department stores dissolved into the new Broadline Retail industry. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-12","messages":[{"id":"msg-mermaid-mtfrh7b9-11","role":"assistant","content":"Split out of Financials in September 2016 — the first new GICS sector since inception — covering equity REITs and real estate management and development. Mortgage REITs were deliberately left behind in Financials. Its modern growth story is the specialized REITs: towers, data centers, logistics warehouses. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-120","messages":[{"id":"msg-mermaid-mtfrh7b9-65","role":"assistant","content":"Distributors of consumer goods and general merchandise to retailers. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-121","messages":[{"id":"msg-mermaid-mtfrh7b9-181","role":"assistant","content":"Consumer goods distributors. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-122","messages":[{"id":"msg-mermaid-mtfrh7b9-66","role":"assistant","content":"General-merchandise retail across broad product lines, online and offline — the 2023 successor to the department-store categories, and Amazon's home. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-123","messages":[{"id":"msg-mermaid-mtfrh7b9-182","role":"assistant","content":"Broad-assortment retail across product lines, online and offline — created in 2023 as the successor to department-store and internet-retail categories, and Amazon's verbatim GICS home despite AWS. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-124","messages":[{"id":"msg-mermaid-mtfrh7b9-67","role":"assistant","content":"Format-specific retail: apparel, electronics, home improvement, automotive and more. The distribution tail of several manufacturing chains ends here. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-125","messages":[{"id":"msg-mermaid-mtfrh7b9-183","role":"assistant","content":"Apparel and accessories retail. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-126","messages":[{"id":"msg-mermaid-mtfrh7b9-184","role":"assistant","content":"Computer and electronics retail. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-127","messages":[{"id":"msg-mermaid-mtfrh7b9-185","role":"assistant","content":"Home improvement retail. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-128","messages":[{"id":"msg-mermaid-mtfrh7b9-186","role":"assistant","content":"Specialty retail not elsewhere classified. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-129","messages":[{"id":"msg-mermaid-mtfrh7b9-187","role":"assistant","content":"Auto dealers and — by explicit GICS rule — gas stations, imported from what intuition would place in Energy. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-13","messages":[{"id":"msg-mermaid-mtfrh7b9-12","role":"assistant","content":"The sector's single industry group, mirroring the sector one level down — GICS keeps the four-tier shape even where one tier adds no branching. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-130","messages":[{"id":"msg-mermaid-mtfrh7b9-188","role":"assistant","content":"Home furnishing retail. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-131","messages":[{"id":"msg-mermaid-mtfrh7b9-21","role":"assistant","content":"Staples distribution and retail; renamed and reshaped in 2023 when big-box general merchandisers joined from Consumer Discretionary. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-132","messages":[{"id":"msg-mermaid-mtfrh7b9-68","role":"assistant","content":"The staples retail industry — grocers, drug retail, food distributors, and the big-box merchandisers added in 2023. Receives the graph's most famous distribution edge, the market-level shadow of P&G supplying Walmart. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-133","messages":[{"id":"msg-mermaid-mtfrh7b9-189","role":"assistant","content":"Pharmacy and drug retail. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-134","messages":[{"id":"msg-mermaid-mtfrh7b9-190","role":"assistant","content":"Wholesale food distribution to retailers and food service. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-135","messages":[{"id":"msg-mermaid-mtfrh7b9-191","role":"assistant","content":"Supermarkets and food retail — the destination of the packaged-food distribution edge. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-136","messages":[{"id":"msg-mermaid-mtfrh7b9-192","role":"assistant","content":"General-merchandise staples retail — created in 2023 to receive Walmart, Costco and Target from Consumer Discretionary, the biggest single reclassification of that revision. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-137","messages":[{"id":"msg-mermaid-mtfrh7b9-22","role":"assistant","content":"Producers of food, drink and tobacco — the processing tier between agriculture and the shelf. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-138","messages":[{"id":"msg-mermaid-mtfrh7b9-69","role":"assistant","content":"Brewers, distillers and soft-drink producers; packaging flows in as an embodied input around the product itself. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-139","messages":[{"id":"msg-mermaid-mtfrh7b9-193","role":"assistant","content":"Beer brewers. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-14","messages":[{"id":"msg-mermaid-mtfrh7b9-37","role":"assistant","content":"Drillers and oilfield service and equipment providers — the industry that serves producers rather than owning reserves. Its supplies_to edge into Oil, Gas & Consumable Fuels is a defining-equipment relationship: rigs and completion services are how hydrocarbons get extracted at all. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-140","messages":[{"id":"msg-mermaid-mtfrh7b9-194","role":"assistant","content":"Spirits and wine producers. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-141","messages":[{"id":"msg-mermaid-mtfrh7b9-195","role":"assistant","content":"Soft drinks and non-alcoholic beverages (renamed in 2023). ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-142","messages":[{"id":"msg-mermaid-mtfrh7b9-70","role":"assistant","content":"Agriculture and packaged food — an industry containing its own farm-to-factory supply chain between its two sub-industries. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-143","messages":[{"id":"msg-mermaid-mtfrh7b9-196","role":"assistant","content":"Farming, agricultural commodities and services (renamed in 2023 to add services): the ADM/Bunge tier. Receives fertilizer and farm machinery edges, and supplies packaged-food producers — three chain hops encoded at this single node. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-144","messages":[{"id":"msg-mermaid-mtfrh7b9-197","role":"assistant","content":"Packaged foods and meats (Nestlé's home) — buys agricultural output, sells through grocery and into restaurants. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-145","messages":[{"id":"msg-mermaid-mtfrh7b9-71","role":"assistant","content":"Cigarettes and tobacco products; a small, notoriously defensive industry. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-146","messages":[{"id":"msg-mermaid-mtfrh7b9-198","role":"assistant","content":"Tobacco products. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-147","messages":[{"id":"msg-mermaid-mtfrh7b9-23","role":"assistant","content":"Household cleaning and personal care products; small group, iconic defensive names. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-148","messages":[{"id":"msg-mermaid-mtfrh7b9-72","role":"assistant","content":"Cleaning and household consumables. Supplied by Chemicals (surfactants) and Paper & Forest Products (tissue), and supplier — via retail distribution — to Consumer Staples Distribution & Retail. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-149","messages":[{"id":"msg-mermaid-mtfrh7b9-199","role":"assistant","content":"Household cleaning and consumable products (P&G's home). ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-15","messages":[{"id":"msg-mermaid-mtfrh7b9-111","role":"assistant","content":"Contract drilling of oil and gas wells, onshore and offshore, for producers who own the reserves. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-150","messages":[{"id":"msg-mermaid-mtfrh7b9-73","role":"assistant","content":"Beauty and personal care products, chemically formulated and defensively consumed. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-151","messages":[{"id":"msg-mermaid-mtfrh7b9-200","role":"assistant","content":"Personal care and beauty products (renamed from Personal Products in 2023). ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-152","messages":[{"id":"msg-mermaid-mtfrh7b9-24","role":"assistant","content":"The care-delivery half of health care: devices, supplies, providers, facilities, insurers, and health IT. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-153","messages":[{"id":"msg-mermaid-mtfrh7b9-74","role":"assistant","content":"Medical devices and supplies; its edge into providers is defining equipment — imaging machines and surgical systems are how modern care is delivered. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-154","messages":[{"id":"msg-mermaid-mtfrh7b9-201","role":"assistant","content":"Medical devices and equipment: imaging, surgical systems, implants. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-155","messages":[{"id":"msg-mermaid-mtfrh7b9-202","role":"assistant","content":"Medical supplies and consumables. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-156","messages":[{"id":"msg-mermaid-mtfrh7b9-75","role":"assistant","content":"The care-delivery industry: distributors, service providers, hospital operators and managed-care insurers. A supply-layer customer of both equipment and pharmaceuticals, which are administered — embodied — in the care it sells. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-157","messages":[{"id":"msg-mermaid-mtfrh7b9-203","role":"assistant","content":"Pharmaceutical and medical product distributors. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-158","messages":[{"id":"msg-mermaid-mtfrh7b9-204","role":"assistant","content":"Outpatient and specialized care services: dialysis, labs, home health (a 2023 addition to the structure). ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-159","messages":[{"id":"msg-mermaid-mtfrh7b9-205","role":"assistant","content":"Hospital and care facility operators. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-16","messages":[{"id":"msg-mermaid-mtfrh7b9-112","role":"assistant","content":"Oilfield equipment and services — pressure pumping, completion, subsea gear — supplied to the drilling and production chain. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-160","messages":[{"id":"msg-mermaid-mtfrh7b9-206","role":"assistant","content":"Managed care organizations and health insurers (UnitedHealth's home) — in Health Care, not Insurance, because GICS classifies them by the service they manage rather than the policy they write. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-161","messages":[{"id":"msg-mermaid-mtfrh7b9-76","role":"assistant","content":"Health care IT — records, analytics and connectivity for the care system. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-162","messages":[{"id":"msg-mermaid-mtfrh7b9-207","role":"assistant","content":"Health care information technology. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-163","messages":[{"id":"msg-mermaid-mtfrh7b9-25","role":"assistant","content":"The therapeutics half: drug discovery and manufacture, plus the tools-and-services layer that supplies it. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-164","messages":[{"id":"msg-mermaid-mtfrh7b9-77","role":"assistant","content":"Companies whose products derive primarily from biological research and processes; the boundary with Pharmaceuticals is method, not market. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-165","messages":[{"id":"msg-mermaid-mtfrh7b9-208","role":"assistant","content":"Biotechnology: therapies derived from biological research. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-166","messages":[{"id":"msg-mermaid-mtfrh7b9-78","role":"assistant","content":"Chemically synthesized drug discovery, manufacture and marketing. Supplied by fine chemicals and by life-science tools; supplies the provider industry that administers its products. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-167","messages":[{"id":"msg-mermaid-mtfrh7b9-209","role":"assistant","content":"Pharmaceutical companies (Eli Lilly's home). ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-168","messages":[{"id":"msg-mermaid-mtfrh7b9-79","role":"assistant","content":"Instruments, reagents, and contract research and manufacturing for drug development — the picks-and-shovels tier of biopharma, hence supply edges into both Biotechnology and Pharmaceuticals. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-169","messages":[{"id":"msg-mermaid-mtfrh7b9-210","role":"assistant","content":"Life-science instruments, reagents and contract research/manufacturing — biopharma's equipment tier. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-17","messages":[{"id":"msg-mermaid-mtfrh7b9-38","role":"assistant","content":"The producers, refiners, marketers and transporters of hydrocarbons. As a supplier it is the graph's most connected energy node: feedstock into Chemicals, fuel into power generation and gas distribution, and propulsion fuel into air, marine and ground transport. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-170","messages":[{"id":"msg-mermaid-mtfrh7b9-26","role":"assistant","content":"Traditional deposit-taking banking, diversified and regional. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-171","messages":[{"id":"msg-mermaid-mtfrh7b9-80","role":"assistant","content":"Deposit-and-lending banking, split by footprint into diversified and regional. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-172","messages":[{"id":"msg-mermaid-mtfrh7b9-211","role":"assistant","content":"Large diversified banks (JPMorgan's home). ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-173","messages":[{"id":"msg-mermaid-mtfrh7b9-212","role":"assistant","content":"Regional and community banks. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-174","messages":[{"id":"msg-mermaid-mtfrh7b9-27","role":"assistant","content":"The 2023-era group housing diversified financial services, consumer finance, capital markets, payments, and mortgage REITs. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-175","messages":[{"id":"msg-mermaid-mtfrh7b9-81","role":"assistant","content":"The 2023-era catch-all for financial services: holdings, specialized finance, mortgage finance, and — its headline tenant — payment processing. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-176","messages":[{"id":"msg-mermaid-mtfrh7b9-213","role":"assistant","content":"Diversified financial services companies. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-177","messages":[{"id":"msg-mermaid-mtfrh7b9-214","role":"assistant","content":"Holding companies with diversified investments across sectors (Berkshire Hathaway's home) — contrast Industrial Conglomerates, which operate their businesses. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-178","messages":[{"id":"msg-mermaid-mtfrh7b9-215","role":"assistant","content":"Specialized finance: leasing, factoring, niche lending. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-179","messages":[{"id":"msg-mermaid-mtfrh7b9-216","role":"assistant","content":"Commercial and residential mortgage finance (created in the 2023 revision). ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-18","messages":[{"id":"msg-mermaid-mtfrh7b9-113","role":"assistant","content":"Companies integrated across the hydrocarbon chain from exploration through refining and marketing; the supermajors' home. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-180","messages":[{"id":"msg-mermaid-mtfrh7b9-217","role":"assistant","content":"Payment networks and processors (Visa's home) — moved wholesale from Information Technology to Financials in March 2023, the revision's headline change. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-181","messages":[{"id":"msg-mermaid-mtfrh7b9-82","role":"assistant","content":"Consumer lending outside banking: cards, personal loans, pawn. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-182","messages":[{"id":"msg-mermaid-mtfrh7b9-218","role":"assistant","content":"Consumer finance: cards and personal lending. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-183","messages":[{"id":"msg-mermaid-mtfrh7b9-83","role":"assistant","content":"Asset managers, investment banks, exchanges and data providers — the market-facing side of finance. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-184","messages":[{"id":"msg-mermaid-mtfrh7b9-219","role":"assistant","content":"Asset managers and custody banks. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-185","messages":[{"id":"msg-mermaid-mtfrh7b9-220","role":"assistant","content":"Investment banks and brokerages. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-186","messages":[{"id":"msg-mermaid-mtfrh7b9-221","role":"assistant","content":"Diversified capital markets firms. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-187","messages":[{"id":"msg-mermaid-mtfrh7b9-222","role":"assistant","content":"Exchanges and financial data providers. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-188","messages":[{"id":"msg-mermaid-mtfrh7b9-84","role":"assistant","content":"Mortgage REITs, which invest in real estate debt rather than property, and which stayed in Financials when equity REITs departed for the new sector in 2016. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-189","messages":[{"id":"msg-mermaid-mtfrh7b9-223","role":"assistant","content":"REITs investing in mortgages and real estate debt — left in Financials when equity REITs formed their own sector in 2016. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-19","messages":[{"id":"msg-mermaid-mtfrh7b9-114","role":"assistant","content":"Upstream pure-plays: finding and producing oil and gas. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-190","messages":[{"id":"msg-mermaid-mtfrh7b9-28","role":"assistant","content":"All insurance lines and brokerage — except health insurers, who sit in Health Care. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-191","messages":[{"id":"msg-mermaid-mtfrh7b9-85","role":"assistant","content":"All insurance lines and brokerage in one industry; health insurers are pointedly absent, classified under Health Care. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-192","messages":[{"id":"msg-mermaid-mtfrh7b9-224","role":"assistant","content":"Insurance brokers. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-193","messages":[{"id":"msg-mermaid-mtfrh7b9-225","role":"assistant","content":"Life and health insurance carriers (excluding managed care, which is in Health Care). ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-194","messages":[{"id":"msg-mermaid-mtfrh7b9-226","role":"assistant","content":"Multi-line insurers. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-195","messages":[{"id":"msg-mermaid-mtfrh7b9-227","role":"assistant","content":"Property and casualty insurers. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-196","messages":[{"id":"msg-mermaid-mtfrh7b9-228","role":"assistant","content":"Reinsurance. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-197","messages":[{"id":"msg-mermaid-mtfrh7b9-29","role":"assistant","content":"Software and IT services, including the internet infrastructure layer that runs the cloud. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-198","messages":[{"id":"msg-mermaid-mtfrh7b9-86","role":"assistant","content":"IT consulting plus internet infrastructure — the industry where cloud and data-center services live, making it a hardware customer in the supply layer. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-199","messages":[{"id":"msg-mermaid-mtfrh7b9-229","role":"assistant","content":"IT consulting and systems integration. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-2","messages":[{"id":"msg-mermaid-mtfrh7b9-1","role":"assistant","content":"Companies engaged in exploring, producing, refining, transporting and servicing oil, gas and consumable fuels. A classically cyclical sector whose fortunes track commodity prices. Notably, it covers fossil fuel producers only — power generators, including renewable ones, sit in Utilities, and solar panel manufacturers sit in Information Technology. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-20","messages":[{"id":"msg-mermaid-mtfrh7b9-115","role":"assistant","content":"Downstream refining and fuel marketing. Gas stations with significant retail operations are excluded — they classify as Automotive Retail in Consumer Discretionary. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-200","messages":[{"id":"msg-mermaid-mtfrh7b9-230","role":"assistant","content":"Internet infrastructure: cloud platforms, hosting, CDNs, data-center services. Receives the supply edge from Technology Hardware — servers are the cloud's defining equipment, the graph's most AI-era link. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-201","messages":[{"id":"msg-mermaid-mtfrh7b9-87","role":"assistant","content":"Application and systems software. Video game makers are not here — they sit in Communication Services as Interactive Home Entertainment. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-202","messages":[{"id":"msg-mermaid-mtfrh7b9-231","role":"assistant","content":"Application software. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-203","messages":[{"id":"msg-mermaid-mtfrh7b9-232","role":"assistant","content":"Operating systems and infrastructure software (Microsoft's home). Video games are excluded — Interactive Home Entertainment, in Communication Services. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-204","messages":[{"id":"msg-mermaid-mtfrh7b9-30","role":"assistant","content":"The hardware tier: communications equipment, devices and peripherals, and electronic components — the semiconductor industry's immediate customers. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-205","messages":[{"id":"msg-mermaid-mtfrh7b9-88","role":"assistant","content":"Networking and communications gear. Its two supply edges are equipment-clause links into the telecom industries whose networks it builds. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-206","messages":[{"id":"msg-mermaid-mtfrh7b9-233","role":"assistant","content":"Networking and communications equipment for carriers and enterprises. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-207","messages":[{"id":"msg-mermaid-mtfrh7b9-89","role":"assistant","content":"Phones, computers, storage and peripherals — the consumer face of the hardware stack and the semiconductor industry's flagship customer. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-208","messages":[{"id":"msg-mermaid-mtfrh7b9-234","role":"assistant","content":"Phones, PCs, storage and peripherals — Apple's and Samsung's shared home, and the semiconductor industry's largest destination. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-209","messages":[{"id":"msg-mermaid-mtfrh7b9-90","role":"assistant","content":"Instruments, electronic components, contract manufacturing (EMS) and technology distribution — the middle tier that turns chips into boards and boards into products, supplying device makers. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-21","messages":[{"id":"msg-mermaid-mtfrh7b9-116","role":"assistant","content":"Midstream: pipelines, storage, LNG terminals and shipping of hydrocarbons. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-210","messages":[{"id":"msg-mermaid-mtfrh7b9-235","role":"assistant","content":"Electronic test equipment and instruments. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-211","messages":[{"id":"msg-mermaid-mtfrh7b9-236","role":"assistant","content":"Electronic components: connectors, boards, passive parts. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-212","messages":[{"id":"msg-mermaid-mtfrh7b9-237","role":"assistant","content":"Contract electronics manufacturing — the Foxconn tier that assembles other companies' products. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-213","messages":[{"id":"msg-mermaid-mtfrh7b9-238","role":"assistant","content":"Distributors of technology hardware and components. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-214","messages":[{"id":"msg-mermaid-mtfrh7b9-31","role":"assistant","content":"A single-industry group for the semiconductor complex; its two sub-industries encode the chip supply chain's most famous link. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-215","messages":[{"id":"msg-mermaid-mtfrh7b9-91","role":"assistant","content":"The semiconductor complex as a single industry; the real structure is one level down, where equipment makers supply chipmakers. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-216","messages":[{"id":"msg-mermaid-mtfrh7b9-239","role":"assistant","content":"Semiconductor manufacturing equipment and materials (ASML's home). Its supply edge into Semiconductors is the most famous single link in modern industrial policy: no lithography, no chips. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-217","messages":[{"id":"msg-mermaid-mtfrh7b9-240","role":"assistant","content":"Chip designers and manufacturers (NVIDIA's and TSMC's shared home) — and, by GICS rule, solar panel manufacturers too. The graph's premier hub: four market-level supply edges out (hardware, comms equipment, components, autos) plus the densest company-level chain. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-218","messages":[{"id":"msg-mermaid-mtfrh7b9-32","role":"assistant","content":"Telecom operators, fixed and wireless — the defensive half of Communication Services. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-219","messages":[{"id":"msg-mermaid-mtfrh7b9-92","role":"assistant","content":"Fixed-line and alternative carriers; a network-equipment customer in the supply layer. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-22","messages":[{"id":"msg-mermaid-mtfrh7b9-117","role":"assistant","content":"Coal and uranium mined for energy use. Metallurgical (coking) coal is excluded — because it is a steelmaking input, GICS classifies its producers under Steel in Materials, one of the taxonomy's neatest supply-chain-aware decisions. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-220","messages":[{"id":"msg-mermaid-mtfrh7b9-241","role":"assistant","content":"Alternative carriers: fiber, satellite and non-incumbent networks. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-221","messages":[{"id":"msg-mermaid-mtfrh7b9-242","role":"assistant","content":"Incumbent integrated telecom operators (Verizon's home). ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-222","messages":[{"id":"msg-mermaid-mtfrh7b9-93","role":"assistant","content":"Mobile network operators. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-223","messages":[{"id":"msg-mermaid-mtfrh7b9-243","role":"assistant","content":"Wireless and mobile network operators. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-224","messages":[{"id":"msg-mermaid-mtfrh7b9-33","role":"assistant","content":"Media, entertainment and interactive platforms — the growth half, assembled in the 2018 restructuring. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-225","messages":[{"id":"msg-mermaid-mtfrh7b9-94","role":"assistant","content":"Traditional media: advertising, broadcast, cable, publishing. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-226","messages":[{"id":"msg-mermaid-mtfrh7b9-244","role":"assistant","content":"Advertising agencies and marketing services. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-227","messages":[{"id":"msg-mermaid-mtfrh7b9-245","role":"assistant","content":"Television and radio broadcasters. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-228","messages":[{"id":"msg-mermaid-mtfrh7b9-246","role":"assistant","content":"Cable and satellite distribution. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-229","messages":[{"id":"msg-mermaid-mtfrh7b9-247","role":"assistant","content":"Publishing: news, books, periodicals. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-23","messages":[{"id":"msg-mermaid-mtfrh7b9-13","role":"assistant","content":"The sector's single industry group; the five industries below it are the real decomposition of the materials economy. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-230","messages":[{"id":"msg-mermaid-mtfrh7b9-95","role":"assistant","content":"Filmed entertainment, streaming and video games. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-231","messages":[{"id":"msg-mermaid-mtfrh7b9-248","role":"assistant","content":"Film, television production and streaming services. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-232","messages":[{"id":"msg-mermaid-mtfrh7b9-249","role":"assistant","content":"Video game developers and publishers — the answer to \"where did gaming go,\" having left Software behind. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-233","messages":[{"id":"msg-mermaid-mtfrh7b9-96","role":"assistant","content":"Search, social and internet platforms — the industry created in 2018 to receive Alphabet and Meta from IT. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-234","messages":[{"id":"msg-mermaid-mtfrh7b9-250","role":"assistant","content":"Search, social media and internet platforms (Alphabet's home since the 2018 restructuring pulled it out of IT). ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-235","messages":[{"id":"msg-mermaid-mtfrh7b9-34","role":"assistant","content":"The sector's single industry group; the five industries split utilities by what they deliver. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-236","messages":[{"id":"msg-mermaid-mtfrh7b9-97","role":"assistant","content":"Pure-play electricity generation and distribution; the supply layer's power-sector anchor, buying fuel from Energy and equipment from Electrical Equipment. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-237","messages":[{"id":"msg-mermaid-mtfrh7b9-251","role":"assistant","content":"Regulated electricity generators and distributors (NextEra's home) — fuel flows in from Energy, equipment from Electrical Equipment. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-238","messages":[{"id":"msg-mermaid-mtfrh7b9-98","role":"assistant","content":"Natural gas distribution to end users. Pipelines and midstream transport are excluded — they belong to Oil & Gas Storage & Transportation in the Energy sector, a classic boundary trap. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-239","messages":[{"id":"msg-mermaid-mtfrh7b9-252","role":"assistant","content":"Regulated natural gas distributors; upstream pipelines belong to Energy's midstream sub-industry. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-24","messages":[{"id":"msg-mermaid-mtfrh7b9-39","role":"assistant","content":"The chemical industry converts hydrocarbon and mineral feedstocks into materials for nearly everything downstream — packaging resins, surfactants for household and personal care, polymers for auto components, and fine-chemical precursors for pharmaceuticals, all reflected in its supply edges. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-240","messages":[{"id":"msg-mermaid-mtfrh7b9-99","role":"assistant","content":"Utilities with significant operations across electricity, gas and water. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-241","messages":[{"id":"msg-mermaid-mtfrh7b9-253","role":"assistant","content":"Multi-service utilities. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-242","messages":[{"id":"msg-mermaid-mtfrh7b9-100","role":"assistant","content":"Water utilities. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-243","messages":[{"id":"msg-mermaid-mtfrh7b9-254","role":"assistant","content":"Water and wastewater utilities. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-244","messages":[{"id":"msg-mermaid-mtfrh7b9-101","role":"assistant","content":"Non-regulated power producers, energy traders, and pure-play renewable generators. Note the boundary: companies here sell electricity; companies that make wind turbines are in Heavy Electrical Equipment, and solar panel makers are in Semiconductors. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-245","messages":[{"id":"msg-mermaid-mtfrh7b9-255","role":"assistant","content":"Non-regulated power producers and energy traders. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-246","messages":[{"id":"msg-mermaid-mtfrh7b9-256","role":"assistant","content":"Pure-play renewable electricity generators — the operators, not the manufacturers: turbines are Industrials, panels are Semiconductors. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-247","messages":[{"id":"msg-mermaid-mtfrh7b9-35","role":"assistant","content":"Equity REITs by property type — the ownership layer of the built environment. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-248","messages":[{"id":"msg-mermaid-mtfrh7b9-102","role":"assistant","content":"REITs diversified across property types. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-249","messages":[{"id":"msg-mermaid-mtfrh7b9-257","role":"assistant","content":"REITs spanning multiple property types. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-25","messages":[{"id":"msg-mermaid-mtfrh7b9-118","role":"assistant","content":"High-volume base chemicals and commodity plastics, sold on price. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-250","messages":[{"id":"msg-mermaid-mtfrh7b9-103","role":"assistant","content":"Warehouse and logistics REITs — the property class the e-commerce era made famous. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-251","messages":[{"id":"msg-mermaid-mtfrh7b9-258","role":"assistant","content":"Logistics and warehouse REITs (Prologis's home) — the property class riding the e-commerce supply chain. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-252","messages":[{"id":"msg-mermaid-mtfrh7b9-104","role":"assistant","content":"Hotel and resort property REITs. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-253","messages":[{"id":"msg-mermaid-mtfrh7b9-259","role":"assistant","content":"Hotel and resort property REITs. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-254","messages":[{"id":"msg-mermaid-mtfrh7b9-105","role":"assistant","content":"Office property REITs. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-255","messages":[{"id":"msg-mermaid-mtfrh7b9-260","role":"assistant","content":"Office property REITs. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-256","messages":[{"id":"msg-mermaid-mtfrh7b9-106","role":"assistant","content":"Medical office, senior housing and hospital property REITs. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-257","messages":[{"id":"msg-mermaid-mtfrh7b9-261","role":"assistant","content":"Health care property REITs. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-258","messages":[{"id":"msg-mermaid-mtfrh7b9-107","role":"assistant","content":"Residential rental REITs, split multi-family versus single-family since 2023. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-259","messages":[{"id":"msg-mermaid-mtfrh7b9-262","role":"assistant","content":"Multi-family (apartment) residential REITs. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-26","messages":[{"id":"msg-mermaid-mtfrh7b9-119","role":"assistant","content":"Chemical producers diversified across commodity and specialty lines (BASF's home). ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-260","messages":[{"id":"msg-mermaid-mtfrh7b9-263","role":"assistant","content":"Single-family rental REITs — split from multi-family in the 2023 revision, an institutional-landlord era marker. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-261","messages":[{"id":"msg-mermaid-mtfrh7b9-108","role":"assistant","content":"Shopping center and mall REITs. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-262","messages":[{"id":"msg-mermaid-mtfrh7b9-264","role":"assistant","content":"Retail property REITs: malls and shopping centers. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-263","messages":[{"id":"msg-mermaid-mtfrh7b9-109","role":"assistant","content":"The specialized REITs industry — towers, data centers, storage, timber — where most of the sector's modern growth lives. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-264","messages":[{"id":"msg-mermaid-mtfrh7b9-265","role":"assistant","content":"Specialized REITs not elsewhere classified. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-265","messages":[{"id":"msg-mermaid-mtfrh7b9-266","role":"assistant","content":"Self-storage REITs. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-266","messages":[{"id":"msg-mermaid-mtfrh7b9-267","role":"assistant","content":"Communications tower REITs (American Tower's class) — real estate whose tenant is the telecom industry. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-267","messages":[{"id":"msg-mermaid-mtfrh7b9-268","role":"assistant","content":"Timberland REITs — the REIT-form counterpart to Forest Products in Materials. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-268","messages":[{"id":"msg-mermaid-mtfrh7b9-269","role":"assistant","content":"Data center REITs — the physical real estate of the cloud, and the property market's AI story. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-269","messages":[{"id":"msg-mermaid-mtfrh7b9-36","role":"assistant","content":"Operating companies that develop, manage and broker real estate rather than holding it in REIT form. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-27","messages":[{"id":"msg-mermaid-mtfrh7b9-120","role":"assistant","content":"Fertilizers and crop-protection chemicals. Its sub-level supply edge into Agricultural Products & Services is the canonical farm-input relationship. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-270","messages":[{"id":"msg-mermaid-mtfrh7b9-110","role":"assistant","content":"Development, operation and brokerage of real estate outside REIT structures. Its incoming supply edge from Construction & Engineering closes the built-environment chain. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-271","messages":[{"id":"msg-mermaid-mtfrh7b9-270","role":"assistant","content":"Companies active across multiple real estate activities. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-272","messages":[{"id":"msg-mermaid-mtfrh7b9-271","role":"assistant","content":"Real estate operating companies holding property outside REIT structures. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-273","messages":[{"id":"msg-mermaid-mtfrh7b9-272","role":"assistant","content":"Property developers. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-274","messages":[{"id":"msg-mermaid-mtfrh7b9-273","role":"assistant","content":"Real estate brokerage and services. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-275","messages":[{"id":"msg-mermaid-mtfrh7b9-274","role":"assistant","content":"Exxon Mobil, the archetypal supermajor, classified Integrated Oil & Gas for its span from exploration to refining and marketing. Anchors the Energy sector's company tier and stands at the head of the hydrocarbon chain that feeds chemicals, power and transport. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-276","messages":[{"id":"msg-mermaid-mtfrh7b9-275","role":"assistant","content":"BASF, the world's largest chemical producer, classified Diversified Chemicals for its portfolio spanning commodity and specialty lines. Represents the feedstock-to-materials tier of the supply layer. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-277","messages":[{"id":"msg-mermaid-mtfrh7b9-276","role":"assistant","content":"BHP, the diversified mining giant (iron ore, copper, coal), classified Diversified Metals & Mining. Doubly interesting in the supply layer: its industry feeds steel and manufacturing, while BHP itself is the customer in the graph's equipment-clause company edge from Caterpillar. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-278","messages":[{"id":"msg-mermaid-mtfrh7b9-277","role":"assistant","content":"Boeing, classified Aerospace & Defense — the equipment supplier whose product is the airline industry's defining capital asset. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-279","messages":[{"id":"msg-mermaid-mtfrh7b9-278","role":"assistant","content":"Caterpillar, classified Construction Machinery & Heavy Transportation Equipment — the world's benchmark heavy-equipment maker. Its company edge to BHP instantiates the mining-equipment relationship, one leg of the graph's supply cycle. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-28","messages":[{"id":"msg-mermaid-mtfrh7b9-121","role":"assistant","content":"Industrial gas producers — oxygen, nitrogen, hydrogen — supplying manufacturing at large. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-280","messages":[{"id":"msg-mermaid-mtfrh7b9-279","role":"assistant","content":"Deere & Company, classified Agricultural & Farm Machinery, anchoring the equipment side of the agri-food chain. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-281","messages":[{"id":"msg-mermaid-mtfrh7b9-280","role":"assistant","content":"Tesla, classified Automobile Manufacturers — an EV maker sometimes argued to be a tech company, but GICS follows revenue: it sells cars. Customer of TSMC in the company chain, illustrating semiconductors' reach into autos. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-282","messages":[{"id":"msg-mermaid-mtfrh7b9-281","role":"assistant","content":"LVMH, the luxury conglomerate, classified Apparel, Accessories & Luxury Goods — the largest company in the textiles-to-luxury chain and Europe's Consumer Discretionary anchor. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-283","messages":[{"id":"msg-mermaid-mtfrh7b9-282","role":"assistant","content":"Amazon, classified Broadline Retail in Consumer Discretionary — the most famous single-classification strain in GICS, since AWS alone would place it in IT. A working demonstration of the revenue rule and of why this graph keeps assignments verbatim rather than \"fixing\" them. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-284","messages":[{"id":"msg-mermaid-mtfrh7b9-283","role":"assistant","content":"Walmart, classified Consumer Staples Merchandise Retail — reclassified from Consumer Discretionary to Staples in the 2023 revision. The convergence point of the graph's most famous distribution relationships, receiving company supply edges from both P&G and Nestlé. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-285","messages":[{"id":"msg-mermaid-mtfrh7b9-284","role":"assistant","content":"Nestlé, the world's largest food company, classified Packaged Foods & Meats. Sits mid-chain: downstream of agriculture, upstream of retail, with a company edge into Walmart. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-286","messages":[{"id":"msg-mermaid-mtfrh7b9-285","role":"assistant","content":"Procter & Gamble, classified Household Products. Its supplier relationship with Walmart is a business-school staple — reproduced here as the P&G → Walmart company edge, with the market-level shadow edge one tier up. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-287","messages":[{"id":"msg-mermaid-mtfrh7b9-286","role":"assistant","content":"UnitedHealth Group, classified Managed Health Care — a health insurer sitting in the Health Care sector rather than Insurance, one of the taxonomy's most instructive placements. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-288","messages":[{"id":"msg-mermaid-mtfrh7b9-287","role":"assistant","content":"Eli Lilly, classified Pharmaceuticals — the drug-innovation anchor of the Health Care company tier. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-289","messages":[{"id":"msg-mermaid-mtfrh7b9-288","role":"assistant","content":"JPMorgan Chase, classified Diversified Banks — the Financials sector's banking anchor. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-29","messages":[{"id":"msg-mermaid-mtfrh7b9-122","role":"assistant","content":"High-value-add formulated chemicals: coatings, additives, advanced materials. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-290","messages":[{"id":"msg-mermaid-mtfrh7b9-289","role":"assistant","content":"Berkshire Hathaway, classified Multi-Sector Holdings — a diversified holding company placed in Financials, in deliberate contrast with operating conglomerates in Industrials. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-291","messages":[{"id":"msg-mermaid-mtfrh7b9-290","role":"assistant","content":"Visa, classified Transaction & Payment Processing Services — the poster child of the March 2023 revision, when payments moved wholesale from Information Technology to Financials. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-292","messages":[{"id":"msg-mermaid-mtfrh7b9-291","role":"assistant","content":"Microsoft, classified Systems Software. In the supply layer it appears as a customer: NVIDIA's chips into its cloud build-out, the defining hardware relationship of the AI era. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-293","messages":[{"id":"msg-mermaid-mtfrh7b9-292","role":"assistant","content":"Apple, classified Technology Hardware, Storage & Peripherals. The graph's best travel destination: reachable down the taxonomy, and via company supply edges from both TSMC (chips) and Samsung (components) — a customer of its own competitor, which no tree could express. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-294","messages":[{"id":"msg-mermaid-mtfrh7b9-293","role":"assistant","content":"Samsung Electronics, classified Technology Hardware, Storage & Peripherals — Apple's sub-industry sibling and, via displays and memory, its supplier: the famous frenemy edge. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-295","messages":[{"id":"msg-mermaid-mtfrh7b9-294","role":"assistant","content":"ASML, classified Semiconductor Materials & Equipment — sole maker of EUV lithography machines and the origin point of the semiconductor chain: ASML → TSMC → everyone. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-296","messages":[{"id":"msg-mermaid-mtfrh7b9-295","role":"assistant","content":"NVIDIA, classified Semiconductors — designer of the AI era's defining chips, fabbed by TSMC (incoming edge) and sold into Microsoft's and Alphabet's data centers (outgoing edges): a mid-chain node par excellence. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-297","messages":[{"id":"msg-mermaid-mtfrh7b9-296","role":"assistant","content":"Taiwan Semiconductor Manufacturing Company, classified Semiconductors — the world's dominant contract chipmaker and the graph's busiest company hub, supplied by ASML and supplying Apple, NVIDIA and Tesla. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-298","messages":[{"id":"msg-mermaid-mtfrh7b9-297","role":"assistant","content":"Verizon, classified Integrated Telecommunication Services — the defensive telecom anchor of Communication Services, and a market-level customer of communications equipment. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-299","messages":[{"id":"msg-mermaid-mtfrh7b9-298","role":"assistant","content":"Alphabet, classified Interactive Media & Services — moved from IT to the newly created Communication Services sector in 2018. Appears in the supply layer as an NVIDIA customer for its data centers. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-3","messages":[{"id":"msg-mermaid-mtfrh7b9-2","role":"assistant","content":"The upstream sector of the physical economy: chemicals, construction materials, packaging, metals and mining, and forest products. Almost everything manufactured elsewhere in the graph begins here, which is why Materials is the densest source of supplies_to edges. Cyclical, and heavily exposed to Chinese demand. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-30","messages":[{"id":"msg-mermaid-mtfrh7b9-40","role":"assistant","content":"Cement, aggregates and related materials — a single-sub-industry pillar supplying construction and homebuilding with their literal foundations. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-300","messages":[{"id":"msg-mermaid-mtfrh7b9-299","role":"assistant","content":"NextEra Energy, classified Electric Utilities — the world's largest renewable generator, yet classified as a utility, neatly illustrating the operator/manufacturer boundary that scatters \"renewables\" across three sectors. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-301","messages":[{"id":"msg-mermaid-mtfrh7b9-300","role":"assistant","content":"Prologis, classified Industrial REITs — the largest owner of logistics warehouses, real estate whose demand is literally the supply chain the rest of this graph describes. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-31","messages":[{"id":"msg-mermaid-mtfrh7b9-123","role":"assistant","content":"Cement, aggregates, ready-mix and related construction inputs. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-32","messages":[{"id":"msg-mermaid-mtfrh7b9-41","role":"assistant","content":"Rigid and flexible packaging. Sits mid-chain: it buys resins from Chemicals and paper from Paper & Forest Products, and its output wraps the products of the Beverages and Food Products industries. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-33","messages":[{"id":"msg-mermaid-mtfrh7b9-124","role":"assistant","content":"Rigid packaging in metal, glass and plastic — cans, bottles, containers. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-34","messages":[{"id":"msg-mermaid-mtfrh7b9-125","role":"assistant","content":"Paper and flexible plastic packaging (renamed in the 2023 revision). ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-35","messages":[{"id":"msg-mermaid-mtfrh7b9-42","role":"assistant","content":"The extraction and primary-metals industry, and the graph's widest materials hub: steel, aluminum and copper flow into machinery, autos, aerospace, construction, electrical equipment and building products. It is also one end of the graph's first genuine supply cycle — it feeds Machinery, whose heavy-equipment sub-industry supplies mining right back. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-36","messages":[{"id":"msg-mermaid-mtfrh7b9-126","role":"assistant","content":"Aluminum production, including alumina refining. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-37","messages":[{"id":"msg-mermaid-mtfrh7b9-127","role":"assistant","content":"Miners diversified across base and industrial metals (BHP's home). ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-38","messages":[{"id":"msg-mermaid-mtfrh7b9-128","role":"assistant","content":"Copper mining — granted its own sub-industry as the metal of electrification. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-39","messages":[{"id":"msg-mermaid-mtfrh7b9-129","role":"assistant","content":"Gold mining. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-4","messages":[{"id":"msg-mermaid-mtfrh7b9-3","role":"assistant","content":"A broad sector spanning capital goods (machinery, aerospace, electrical equipment), commercial and professional services, and transportation. It is both a major supply-chain customer (metals into machinery) and supplier (equipment into mining, construction, utilities and farming). ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-40","messages":[{"id":"msg-mermaid-mtfrh7b9-130","role":"assistant","content":"Diamonds, platinum-group and other precious minerals. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-41","messages":[{"id":"msg-mermaid-mtfrh7b9-131","role":"assistant","content":"Primary silver miners. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-42","messages":[{"id":"msg-mermaid-mtfrh7b9-132","role":"assistant","content":"Steel producers — and, by the coking-coal rule, the metallurgical coal miners who feed them. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-43","messages":[{"id":"msg-mermaid-mtfrh7b9-43","role":"assistant","content":"Timber and paper producers, supplying packaging fiber and household paper products. Timberland-owning REITs are excluded — they sit in Real Estate as Timber REITs. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-44","messages":[{"id":"msg-mermaid-mtfrh7b9-133","role":"assistant","content":"Timber and wood products. Companies holding timberland in REIT form are excluded, classified as Timber REITs in Real Estate. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-45","messages":[{"id":"msg-mermaid-mtfrh7b9-134","role":"assistant","content":"Paper manufacturing across grades; packaging-focused paper converters sit in Containers & Packaging instead. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-46","messages":[{"id":"msg-mermaid-mtfrh7b9-14","role":"assistant","content":"Manufacturers of the machines, structures and equipment the rest of the economy invests in: aerospace, building products, construction, electrical equipment, machinery. The heart of the industrial supply chain. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-47","messages":[{"id":"msg-mermaid-mtfrh7b9-44","role":"assistant","content":"Civil and military aircraft, defense systems and space. Its supply edge into Passenger Airlines is the equipment clause at its purest: aircraft are the airline industry's defining capital asset. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-48","messages":[{"id":"msg-mermaid-mtfrh7b9-135","role":"assistant","content":"Aerospace and defense manufacturers: airframes, engines, defense systems (Boeing's home). ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-49","messages":[{"id":"msg-mermaid-mtfrh7b9-45","role":"assistant","content":"Building fixtures, HVAC, insulation and related products for construction — distinct from raw construction materials (cement) and from lumber (Forest Products). ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-5","messages":[{"id":"msg-mermaid-mtfrh7b9-4","role":"assistant","content":"Goods and services people buy when they can afford to: cars, apparel, luxury, hotels, restaurants, and discretionary retail. Highly cyclical. Home of the most famous GICS quirk — Amazon sits here (Broadline Retail), not in Information Technology, because retail revenue defines its principal activity. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-50","messages":[{"id":"msg-mermaid-mtfrh7b9-136","role":"assistant","content":"Building components — HVAC, plumbing fixtures, insulation, glass for construction. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-51","messages":[{"id":"msg-mermaid-mtfrh7b9-46","role":"assistant","content":"Non-residential construction and civil engineering. A single-sub pillar that consumes cement, metals and building products, and whose output — buildings — supplies the Real Estate Management & Development industry. Residential homebuilders are elsewhere, in Consumer Discretionary. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-52","messages":[{"id":"msg-mermaid-mtfrh7b9-137","role":"assistant","content":"Contractors and engineering firms for infrastructure and non-residential building; homebuilders are excluded, classified in Consumer Discretionary. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-53","messages":[{"id":"msg-mermaid-mtfrh7b9-47","role":"assistant","content":"Electrical components and heavy electrical equipment. Its two supply edges point at the power system: grid and generation equipment into Electric Utilities, and turbines — including wind turbines — into Independent Power and Renewable Electricity Producers. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-54","messages":[{"id":"msg-mermaid-mtfrh7b9-138","role":"assistant","content":"Electrical components: cables, batteries, connectors, distribution gear. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-55","messages":[{"id":"msg-mermaid-mtfrh7b9-139","role":"assistant","content":"Power generation equipment and heavy grid hardware — including the wind turbine manufacturers, a frequent surprise for those looking in Utilities. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-56","messages":[{"id":"msg-mermaid-mtfrh7b9-48","role":"assistant","content":"Companies diversified across three or more sectors with no dominant business (Siemens, GE historically). Compare Multi-Sector Holdings in Financials, which holds diversified stakes rather than operating businesses — a genuine classification duality. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-57","messages":[{"id":"msg-mermaid-mtfrh7b9-140","role":"assistant","content":"Operating conglomerates spanning three or more sectors. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-58","messages":[{"id":"msg-mermaid-mtfrh7b9-49","role":"assistant","content":"The machinery industry, whose three sub-industries map cleanly onto distinct customer chains: construction/mining/transport equipment, farm machinery, and general industrial machinery. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-59","messages":[{"id":"msg-mermaid-mtfrh7b9-141","role":"assistant","content":"Earthmoving, mining and construction machinery plus heavy transportation equipment — trucks, rail rolling stock, ships (Caterpillar's home). Its three supply edges — into construction, into mining, into ground transport — make it the equipment hub of the industrial economy, and its edge back into Metals & Mining closes the graph's supply cycle. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-6","messages":[{"id":"msg-mermaid-mtfrh7b9-5","role":"assistant","content":"Essentials purchased regardless of the economic cycle: food, beverages, tobacco, household and personal products, and the stores that sell them. The textbook defensive sector. Since the 2023 revision it also houses Walmart and Costco, reclassified from Consumer Discretionary. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-60","messages":[{"id":"msg-mermaid-mtfrh7b9-142","role":"assistant","content":"Farm machinery and equipment (Deere's home), supplying agriculture under the equipment clause. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-61","messages":[{"id":"msg-mermaid-mtfrh7b9-143","role":"assistant","content":"General industrial machinery, machine tools, and supplies and components (renamed in 2023). ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-62","messages":[{"id":"msg-mermaid-mtfrh7b9-50","role":"assistant","content":"Industrial distributors and trading houses, including Japan's sōgō shōsha. Pure intermediation — nothing embodied — so no supply edges under this graph's test, though it is the most arguable exclusion in the layer. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-63","messages":[{"id":"msg-mermaid-mtfrh7b9-144","role":"assistant","content":"Industrial distribution and trading companies. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-64","messages":[{"id":"msg-mermaid-mtfrh7b9-15","role":"assistant","content":"Business-to-business services: facilities, printing, staffing, consulting, data processing. Operating inputs to everyone — which is precisely why, under this graph's embodiment test, it generates no supplies_to edges. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-65","messages":[{"id":"msg-mermaid-mtfrh7b9-51","role":"assistant","content":"Facilities management, waste services, printing, office supplies and support services — operating inputs by definition. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-66","messages":[{"id":"msg-mermaid-mtfrh7b9-145","role":"assistant","content":"Commercial printing services. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-67","messages":[{"id":"msg-mermaid-mtfrh7b9-146","role":"assistant","content":"Waste management, remediation and facilities services. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-68","messages":[{"id":"msg-mermaid-mtfrh7b9-147","role":"assistant","content":"Office services and supplies providers. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-69","messages":[{"id":"msg-mermaid-mtfrh7b9-148","role":"assistant","content":"Diversified business support services. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-7","messages":[{"id":"msg-mermaid-mtfrh7b9-6","role":"assistant","content":"Pharmaceuticals, biotechnology, medical equipment, and care providers. Largely defensive — people don't defer illness — with growth concentrated in drug innovation. Note that health insurers (Managed Health Care) live here, not in the Financials Insurance industry. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-70","messages":[{"id":"msg-mermaid-mtfrh7b9-149","role":"assistant","content":"Physical security and alarm services; cybersecurity is excluded — it classifies under Software in IT. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-71","messages":[{"id":"msg-mermaid-mtfrh7b9-52","role":"assistant","content":"Staffing, consulting and research, plus data processing and outsourcing (moved here from IT in 2023). ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-72","messages":[{"id":"msg-mermaid-mtfrh7b9-150","role":"assistant","content":"Staffing, recruitment and employment services. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-73","messages":[{"id":"msg-mermaid-mtfrh7b9-151","role":"assistant","content":"Research and consulting firms; IT-specific consulting sits in IT Services instead. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-74","messages":[{"id":"msg-mermaid-mtfrh7b9-152","role":"assistant","content":"Data processing and business process outsourcing — relocated from Information Technology to Professional Services in the 2023 revision. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-75","messages":[{"id":"msg-mermaid-mtfrh7b9-16","role":"assistant","content":"Movers of people and freight by air, sea, rail and road, plus the infrastructure they use. A major fuel customer of the Energy sector and equipment customer of aerospace and heavy machinery. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-76","messages":[{"id":"msg-mermaid-mtfrh7b9-53","role":"assistant","content":"Air cargo and logistics networks; passenger carriage is excluded and has its own industry. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-77","messages":[{"id":"msg-mermaid-mtfrh7b9-153","role":"assistant","content":"Air cargo carriers and logistics networks. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-78","messages":[{"id":"msg-mermaid-mtfrh7b9-54","role":"assistant","content":"Passenger air carriers (renamed from \"Airlines\" in 2023). A customer-only node in the supply layer: jet fuel from Energy, aircraft from Aerospace & Defense. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-79","messages":[{"id":"msg-mermaid-mtfrh7b9-154","role":"assistant","content":"Passenger airlines (renamed from \"Airlines\" in 2023 to sharpen the cargo/passenger split). ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-8","messages":[{"id":"msg-mermaid-mtfrh7b9-7","role":"assistant","content":"Banks, diversified financial services, capital markets, and insurance. The March 2023 revision expanded it materially by importing payment processors (Visa, Mastercard, PayPal) from Information Technology into the new Transaction & Payment Processing Services sub-industry. Interest-rate sensitive rather than classically cyclical. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-80","messages":[{"id":"msg-mermaid-mtfrh7b9-55","role":"assistant","content":"Ocean shipping of goods and passengers; a major bunker-fuel customer of the Energy sector. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-81","messages":[{"id":"msg-mermaid-mtfrh7b9-155","role":"assistant","content":"Ocean shipping — container, bulk and tanker lines. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-82","messages":[{"id":"msg-mermaid-mtfrh7b9-56","role":"assistant","content":"Rail and road transport, restructured in 2023 when Trucking was split into cargo and passenger sub-industries. Buys diesel from Energy and rolling stock and trucks from heavy transportation equipment. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-83","messages":[{"id":"msg-mermaid-mtfrh7b9-156","role":"assistant","content":"Freight and passenger railroads. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-84","messages":[{"id":"msg-mermaid-mtfrh7b9-157","role":"assistant","content":"Trucking and cargo road transport — one half of the 2023 split of the old Trucking sub-industry. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-85","messages":[{"id":"msg-mermaid-mtfrh7b9-158","role":"assistant","content":"Passenger ground transport: ride-hailing, taxis, buses — the other half of that split, and where Uber landed. 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","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-89","messages":[{"id":"msg-mermaid-mtfrh7b9-161","role":"assistant","content":"Port operators and marine services. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-9","messages":[{"id":"msg-mermaid-mtfrh7b9-8","role":"assistant","content":"Software, IT services, hardware, and semiconductors — the largest sector by global market weight. It has repeatedly shrunk by donation: internet media left for Communication Services in 2018, payments left for Financials in 2023. What remains is the technology production stack, which is why the semiconductor supply chain runs through its heart. 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","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-92","messages":[{"id":"msg-mermaid-mtfrh7b9-162","role":"assistant","content":"Automotive parts and original equipment for vehicle assembly. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-93","messages":[{"id":"msg-mermaid-mtfrh7b9-163","role":"assistant","content":"Tire and rubber manufacturers. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-94","messages":[{"id":"msg-mermaid-mtfrh7b9-59","role":"assistant","content":"Vehicle manufacturers. The convergence point of one of the graph's best multi-hop chains: metals, components and — the modern twist — semiconductors all flow in as embodied inputs. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-95","messages":[{"id":"msg-mermaid-mtfrh7b9-164","role":"assistant","content":"Car and truck manufacturers (Tesla's home). The endpoint of embodied flows from metals, components and chips, and origin of the distribution edge into Automotive Retail. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-96","messages":[{"id":"msg-mermaid-mtfrh7b9-165","role":"assistant","content":"Motorcycle producers. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-97","messages":[{"id":"msg-mermaid-mtfrh7b9-18","role":"assistant","content":"Durable household goods, leisure products, and the textiles-to-luxury apparel chain. ","timestamp":"2026-08-30T12:04:02.757Z","source":"tutorial"}],"createdAt":"2026-08-30T12:04:02.757Z","updatedAt":"2026-08-30T12:04:02.757Z"},{"nodeId":"n-mermaid-mtfrh7b9-98","messages":[{"id":"msg-mermaid-mtfrh7b9-60","role":"assistant","content":"The household durables industry: consumer electronics, furnishings, homebuilding, appliances and housewares — an unusually heterogeneous industry whose sub-industries have little in common beyond the home. 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