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The 2009 Report on Manufacturing Architectural and Structural Metals: World Market Segmentation by City
ICON Group International, May 2009, Pages: 342
Market Potential Estimation Methodology Overview This study covers the world outlook for manufacturing architectural and structural metals across more than 2000 cities. For the year reported, estimates are given for the latent demand, or potential industry earnings (P.I.E.), for the city in question (in millions of U.S. dollars), the percent share the city is of the region and of the globe. These comparative benchmarks allow the reader to quickly gauge a city vis-à-vis others. Using econometric models which project fundamental economic dynamics within each country and across countries, latent demand estimates are created. This report does not discuss the specific players in the market serving the latent demand, nor specific details at the product level. The study also does not consider short-term cyclicalities that might affect realized sales. The study, therefore, is strategic in nature, taking an aggregate and long-run view, irrespective of the players or products involved.
This study does not report actual sales data (which are simply unavailable, in a comparable or consistent manner in virtually all of the cities of the world). This study gives, however, my estimates for the worldwide latent demand, or the P.I.E. for manufacturing architectural and structural metals. It also shows how the P.I.E. is divided across the world’s cities. In order to make these estimates, a multi-stage methodology was employed that is often taught in courses on international strategic planning at graduate schools of business.
What is Latent Demand and the P.I.E.? The concept of latent demand is rather subtle. The term latent typically refers to something that is dormant, not observable, or not yet realized. Demand is the notion of an economic quantity that a target population or market requires under different assumptions of price, quality, and distribution, among other factors. Latent demand, therefore, is commonly defined by economists as the industry earnings of a market when that market becomes accessible and attractive to serve by competing firms. It is a measure, therefore, of potential industry earnings (P.I.E.) or total revenues (not profit) if a market is served in an efficient manner. It is typically expressed as the total revenues potentially extracted by firms. The “market” is defined at a given level in the value chain. There can be latent demand at the retail level, at the wholesale level, the manufacturing level, and the raw materials level (the P.I.E. of higher levels of the value chain being always smaller than the P.I.E. of levels at lower levels of the same value chain, assuming all levels maintain minimum profitability).
The latent demand for manufacturing architectural and structural metals is not actual or historic sales. Nor is latent demand future sales. In fact, latent demand can be lower either lower or higher than actual sales if a market is inefficient (i.e., not representative of relatively competitive levels). Inefficiencies arise from a number of factors, including the lack of international openness, cultural barriers to consumption, regulations, and cartel-like behavior on the part of firms. In general, however, latent demand is typically larger than actual sales in a city market.
Another reason why sales do not equate to latent demand is exchange rates. In this report, all figures assume the long-run efficiency of currency markets. Figures, therefore, equate values based on purchasing power parities across countries. Short-run distortions in the value of the dollar, therefore, do not figure into the estimates. Purchasing power parity estimates of country income were collected from official sources, and extrapolated using standard econometric models. The report uses the dollar as the currency of comparison, but not as a measure of transaction volume. The units used in this report are: US $ mln.
For reasons discussed later, this report does not consider the notion of “unit quantities”, only total latent revenues (i.e., a calculation of price times quantity is never made, though one is implied). The units used in this report are U.S. dollars not adjusted for inflation (i.e., the figures incorporate inflationary trends) and not adjusted for future dynamics in exchange rates (i.e., the figures reflect average exchange rates over recent history). If inflation rates or exchange rates vary in a substantial way compared to recent experience, actually sales can also exceed latent demand (when expressed in U.S. dollars, not adjusted for inflation). On the other hand, latent demand can be typically higher than actual sales as there are often distribution inefficiencies that reduce actual sales below the level of latent demand.
As mentioned earlier, this study is strategic in nature, taking an aggregate and long-run view, irrespective of the players or products involved. If fact, all the current products or services on the market can cease to exist in their present form (i.e., at a brand-, R&D specification, or corporate-image level) and all the players can be replaced by other firms (i.e., via exits, entries, mergers, bankruptcies, etc.), and there will still be an international latent demand for manufacturing architectural and structural metals at the aggregate level. Product and service offering details, and the actual identity of the players involved, while important for certain issues, are relatively unimportant for estimates of latent demand.
The Methodology In order to estimate the latent demand for manufacturing architectural and structural metals on a city-by-city basis, I used a multi-stage approach. Before applying the approach, one needs a basic theory from which such estimates are created. In this case, I heavily rely on the use of certain basic economic assumptions. In particular, there is an assumption governing the shape and type of aggregate latent demand functions. Latent demand functions relate the income of a country, city, state, household, or individual to realized consumption. Latent demand (often realized as consumption when an industry is efficient), at any level of the value chain, takes place if an equilibrium in realized. For firms to serve a market, they must perceive a latent demand and be able to serve that demand at a minimal return. The single most important variable determining consumption, assuming latent demand exists, is income (or other financial resources at higher levels of the value chain). Other factors that can pivot or shape demand curves include external or exogenous shocks (i.e., business cycles), and or changes in utility for the product in question.
Ignoring, for the moment, exogenous shocks and variations in utility across countries, the aggregate relation between income and consumption has been a central theme in economics. The figure below concisely summarizes one aspect of problem. In the 1930s, John Meynard Keynes conjectured that as incomes rise, the average propensity to consume would fall. The average propensity to consume is the level of consumption divided by the level of income, or the slope of the line from the origin to the consumption function. He estimated this relationship empirically and found it to be true in the short-run (mostly based on cross-sectional data). The higher the income, the lower the average propensity to consume. This type of consumption function is labeled 'A' in the figure below (note the rather flat slope of the curve). In the 1940s, another macroeconomist, Simon Kuznets, estimated long-run consumption functions which indicated that the marginal propensity to consume was rather constant (using time series data across countries). This type of consumption function is show as 'B' in the figure below (note the higher slope and zero-zero intercept). The average propensity to consume is constant.
Is it declining or is it constant? A number of other economists, notably Franco Modigliani and Milton Friedman, in the 1950s (and Irving Fisher earlier), explained why the two functions were different using various assumptions on intertemporal budget constraints, savings, and wealth. The shorter the time horizon, the more consumption can depend on wealth (earned in previous years) and business cycles. In the long-run, however, the propensity to consume is more constant. Similarly, in the long run, households, industries or countries with no income eventually have no consumption (wealth is depleted). While the debate surrounding beliefs about how income and consumption are related and interesting, in this study a very particular school of thought is adopted. In particular, we are considering the latent demand for manufacturing architectural and structural metals across some 230 countries. The smallest have fewer than 10,000 inhabitants. I assume that all of these counties fall along a 'long-run' aggregate consumption function. This long-run function applies despite some of these countries having wealth, current income dominates the latent demand for manufacturing architectural and structural metals. So, latent demand in the long-run has a zero intercept. However, I allow firms to have different propensities to consume (including being on consumption functions with differing slopes, which can account for differences in industrial organization, and end-user preferences).
Given this overriding philosophy, I will now describe the methodology used to create the latent demand estimates for manufacturing architectural and structural metals. Since ICON Group has asked me to apply this methodology to a large number of categories, the rather academic discussion below is general and can be applied to a wide variety of categories, not just manufacturing architectural and structural metals.
Step 1. Product Definition and Data Collection Any study of latent demand across countries requires that some standard be established to define “efficiently served”. Having implemented various alternatives and matched these with market outcomes, I have found that the optimal approach is to assume that certain key countries or cities are more likely to be at or near efficiency than others. These are given greater weight than others in the estimation of latent demand compared to others for which no known data are available. Of the many alternatives, I have found the assumption that the world’s highest aggregate income and highest income-per-capita markets reflect the best standards for “efficiency”. High aggregate income alone is not sufficient (i.e., China has high aggregate income, but low income per capita and can not assumed to be efficient). Aggregate income can be operationalized in a number of ways, including gross domestic product (for industrial categories), or total disposable income (for household categories; population times average income per capita, or number of households times average household income per capita). Brunei, Nauru, Kuwait, and Lichtenstein are examples of countries with high income per capita, but not assumed to be efficient, given low aggregate level of income (or gross domestic product); these countries have, however, high incomes per capita but may not benefit from the efficiencies derived from economies of scale associated with large economies. Only countries with high income per capita and large aggregate income are assumed efficient. This greatly restricts the pool of countries to those in the OECD (Organization for Economic Cooperation and Development), like the United States, or the United Kingdom (which were earlier than other large OECD economies to liberalize their markets).
The selection of countries is further reduced by the fact that not all countries in the OECD report industry revenues at the category level. Countries that typically have ample data at the aggregate level that meet the efficiency criteria include the United States, the United Kingdom and in some cases France and Germany.
Latent demand is therefore estimated using data collected for relatively efficient markets from independent data sources (e.g. Euromonitor, Mintel, Thomson Financial Services, the U.S. Industrial Outlook, the World Resources Institute, the Organization for Economic Cooperation and Development, various agencies from the United Nations, industry trade associations, the International Monetary Fund, and the World Bank). Depending on original data sources used, the definition of “manufacturing architectural and structural metals” is established. In the case of this report, the data were reported at the aggregate level, with no further breakdown or definition. In other words, any potential product or service that might be incorporated within manufacturing architectural and structural metals falls under this category. Public sources rarely report data at the disaggregated level in order to protect private information from individual firms that might dominate a specific product-market. These sources will therefore aggregate across components of a category and report only the aggregate to the public. While private data are certainly available, this report only relies on public data at the aggregate level without reliance on the summation of various category components. In other words, this report does not aggregate a number of components to arrive at the “whole”. Rather, it starts with the “whole”, and estimates the whole for all cities and the world at large (without needing to know the specific parts that went into the whole in the first place).
Given this caveat, this study covers “manufacturing architectural and structural metals” as defined by the North American Industrial Classification system or NAICS (pronounced “nakes”). For a complete definition of manufacturing architectural and structural metals, please refer to the Web site at http://www.icongrouponline.com/codes/NAICS.html. The NAICS code for manufacturing architectural and structural metals is 3323. It is for this definition of manufacturing architectural and structural metals that the aggregate latent demand estimates are derived. “Manufacturing architectural and structural metals” is specifically defined as follows:
3323 Architectural and Structural Metals Manufacturing
33231 This industry comprises establishments primarily engaged in manufacturing one or more of the following: (1) prefabricated metal buildings, panels and sections; (2) structural metal products; and (3) metal plate work products.
332311 This U.S. industry comprises establishments primarily engaged in manufacturing prefabricated metal buildings, panels, and sections.
3323111 Prefabricated metal building systems (excluding farm service bldgs. & residential buildings)
33231111 Prefabricated metal building systems (excluding farm service buildings, residential buildings, and parts)
3323111106 Institutional, medical, and religious prefabricated metal building systems (excluding farm service buildings, residential buildings, and parts)
3323111111 Public and educational prefabricated metal building systems (excluding farm service buildings, residential buildings, and parts)
33231112 Industrial and commercial prefabricated metal building systems (excluding farm service buildings, residential buildings, and parts)
3323111201 Industrial and commercial prefabricated metal building systems (excluding farm service buildings, residential buildings, and parts)
3323112 Other prefabricated and portable metal buildings and parts
332311224 Other prefabricated metal buildings
332311254 Panels, parts, or sections for prefab bldgs., not sold as a complete unit, steel & aluminum
3323113 OTHER PREFABRICATED AND PORTABLE METAL BUILDINGS AND PARTS
33231131 Prefabricated and portable farm services buildings, greenhouses, and grain storage buildings, steel and aluminum
3323113101 Prefabricated and portable greenhouses, steel and aluminum
3323113106 Prefabricated and portable grain storage buildings, including farm and commercial types, steel and aluminum
3323113111 Other prefabricated and portable farm service buildings (livestock shelters, machinery storage, etc.), steel and aluminum
33231132 Prefabricated and portable aluminum and steel buildings
3323113216 Prefabricated and portable small steel utility buildings, including toolsheds, cabanas, storage houses, etc.
3323113221 Other prefabricated and portable steel buildings
3323113226 Prefabricated and portable dwellings, steel and aluminum, including vacation homes and camps
3323113231 Prefabricated and portable small aluminum utility buildings, including toolsheds, cabanas, storage houses, etc.
3323113236 Other prefabricated and portable aluminum buildings
3323113241 Panels, parts, and sections for prefabricated buildings, not sold as a complete unit, steel and aluminum
332311M Miscellaneous receipts
332311P Primary products
332311S Secondary products
332311SM Secondary products and miscellaneous receipts
332312 This U.S. industry comprises establishments primarily engaged in fabricating structural metal products, such as concrete reinforcing bars and fabricated bar joists.
3323121 Fabricated structural metal for buildings
33231211 Fabricated structural iron and steel for industrial buildings, metal bar joists, short span (open web)
3323121101 Fabricated structural iron and steel for industrial buildings, metal bar joists, short span (open web)
33231212 Fabricated structural iron and steel for commercial, residential, institutional, and public buildings
3323121206 Fabricated structural iron and steel for commercial buildings, including metal bar joists, long span
332312121 Iron and steel for industrial buildings
3323121211 Fabricated structural iron and steel for residential buildings, including metal concrete reinforcing bars
3323121216 Fabricated structural iron and steel for institutional, medical, and religious buildings
332312122 Iron and steel for commercial building
3323121221 Fabricated structural iron and steel for public and educational buildings
3323121226 Fabricated structural iron and steel for public utilities
332312123 Iron and steel for residential buildings
3323121231 Fabricated structural aluminum for buildings (all types)
332312173 Iron and steel for other buildings, and aluminum for all types of buildings
3323122 Fabricated structural metal for bridges, trestles, and viaducts
3323123 Other fabricated structural metal
33231231 Fabricated structural metal for bridges
3323123100 Fabricated structural metal for bridges
3323125 OTHER FABRICATED STRUCTURAL METAL
33231251 Other fabricated structural iron and steel, metal and aluminum
3323125106 Fabricated structural iron and steel for transmission towers, substations, radio antenna towers, and supporting structures
3323125111 Fabricated structural iron and steel for offshore oil and gas platforms
3323125116 Fabricated structural iron and steel for tunneling and subway work
3323125121 Fabricated structural iron and steel for aerospace and defense
3323125126 Other fabricated structural iron and steel
3323125131 Fabricated structural aluminum for ships, boats, barges, transmission towers, and other structures
3323125136 Fabricated structural metal other than iron, steel, or aluminum
33231252 Fabricated structural iron and steel for ships, boats, and barges
3323125201 Fabricated structural iron and steel for ships, boats, and barges
332312M Miscellaneous receipts
332312P Primary products
332312S Secondary products
332312SM Secondary products and miscellaneous receipts
332313 This industry comprises establishments primarily engaged in manufacturing fabricated metal plate work by cutting, punching, bending, shaping, and welding purchased metal plate.
3323130 FABRICATED PLATE WORK (STACKS AND WELDMENTS)
33231301 Power boiler and heat exchangers
3323130111 Fabricated steel plate containers (trash and other), less than 13 gal
3323130116 Fabricated steel plate containers (trash and other), 13 gal to 79 gal
3323130121 Fabricated steel plate containers (trash and other), more than 79 gal
33231302 Power boiler and heat exchangers
3323130226 Fabricated steel plate sound control equipment for jet engine test facilities (including hush houses, demountable run_up silencers, demountable test cells, etc.)
3323130231 Fabricated steel plate sound control equipment for gas turbine sound systems (enclosed) (including natural gas compression, electric generation, marine propulsion, etc.)
3323130236 Other fabricated steel plate sound control equipment (including sound panels, one piece enclosures, industrial silencers, and air duct silencers)
33231303 Weldments and fabricated steel plate for other purposes
3323130301 Fabricated steel plate shielding for use in nuclear reactor buildings
3323130346 Weldments and fabricated steel plate for other purposes
33231304 Fabricated steel plate pipe, penstocks, tunnel lining, stacks, and breeching
3323130406 Fabricated steel plate pipe, penstocks, tunnel lining, stacks, and breeching
3323132 Plate work manufacturing
332313M Miscellaneous receipts
332313P Primary products
332313S Secondary products
332313SM Secondary products and miscellaneous receipts
33232 This industry comprises establishments primarily engaged in manufacturing one or more of the following: (1) metal framed windows (i.e., typically using purchased glass) and metal doors; (2) sheet metal work; and (3) ornamental and architectural metal products.
332321 This U.S. industry comprises establishments primarily engaged in manufacturing metal framed windows (i.e., typically using purchased glass) and metal doors. Examples of products made by these establishments are metal door frames; metal framed window and door screens; and metal molding and trim (except automotive).
3323211 Metal doors and frames, except storm doors
33232111 Aluminum doors (excluding shower doors and tub enclosures)
3323211110 Swinging residential aluminum doors (excluding shower doors, tub enclosures, and storm doors)
3323211113 Sliding residential aluminum doors (glass, patio_type) (excluding shower doors, tub enclosures, and storm doors)
3323211116 All other residential aluminum doors, including garage and closet doors (excluding shower doors, tub enclosures, and storm doors)
3323211119 Overhead and sliding commercial and institutional aluminum doors (excluding shower doors, tub enclosures, and storm doors)
33232112 Iron and steel doors (excluding shower doors and tub enclosures)
3323211201 Overhead industrial aluminum doors
3323211204 Sliding industrial aluminum doors
3323211207 All other industrial aluminum doors
332321121 Iron and steel industrial doors
332321122 Iron and steel residential doors
3323211222 Swinging commercial and institutional aluminum doors (excluding shower doors, tub enclosures, and storm doors)
3323211225 All other commercial and institutional aluminum doors (excluding shower doors, tub enclosures, and storm doors)
332321123 Iron and steel commercial and institutional doors
33232113 Industrial iron and steel doors
3323211328 Overhead industrial iron and steel doors
3323211331 Swing industrial iron and steel doors
3323211334 All other industrial iron and steel doors (including sliding)
33232114 Residential iron and steel doors, except garage doors (excluding shower doors, tub enclosures, and storm doors)
3323211440 Residential steel composite doors (steel clad with foam wood components) (excluding shower doors, tub enclosures, and storm doors)
3323211443 Residential insulated steel entrance doors (except storm doors)
3323211446 All other residential iron and steel doors, including slide, swing, and closet doors (excluding shower doors, tub enclosures, and storm doors)
33232115 Commercial and institutional iron and steel doors (excluding shower doors, tub enclosures, and storm doors)
3323211549 Overhead and sliding commercial and institutional iron and steel doors (excluding shower doors, tub enclosures, and storm doors)
3323211552 Swing commercial and institutional iron and steel doors (excluding shower doors, tub enclosures, and storm doors)
3323211555 All other commercial and institutional iron and steel doors (excluding shower doors, tub enclosures, and storm doors)
33232116 Door frames, including trim sold as an integral part of the door frame (except storm door frames)
3323211661 Aluminum door frames, including trim sold as an integral part of the door frame (except storm door frames)
3323211664 Steel door frames, including trim sold as an integral part of the door frame, 16 gauge and heavier (except storm door frames)
3323211667 Steel door frames, including trim sold as an integral part of the door frame, lighter than 16 gauge (except storm door frames)
33232117 Shower doors and tub enclosures (all metals) and other metal doors not made of aluminum or steel
3323211758 Metal doors other than steel and aluminum (excluding shower doors, tub enclosures, and storm doors)
3323211770 Shower doors and tub enclosures (all metal)
33232118 Other metal doors, metal door frames, and shower doors and tub enclosures
3323211837 Residential iron and steel garage doors
3323212 Metal window sash and frames, except storm sash
3323213 Metal molding and trim and storefronts
33232131 All other residential aluminum window sash and frames, including jalousie (excluding storm sash)
3323213101 Residential steel window sash and frames (except storm sash)
3323213111 Residential aluminum awning window sash and frames (except storm sash)
3323213116 Residential aluminum horizontal sliding window sash and frames (excluding storm sash)
3323213121 All other residential aluminum window sash and frames, including jalousie (excluding storm sash)
33232132 Other metal window sash and frames (except storm sash)
3323213226 Other steel window sash and frames (including commercial, industrial, etc.) (except storm sash)
3323213231 Other aluminum single and double hung sash and frames (including commercial, industrial, etc.) (except storm sash)
3323213236 Other aluminum awning window sash and frames (including commercial, industrial, etc.) (except storm sash)
3323213241 Other aluminum projected window sash and frames (including commercial, industrial, etc.) (except storm sash)
3323213246 Other aluminum window sash and frames (including commercial, industrial, etc.) (except storm sash)
3323213251 Metal window, other than steel or aluminum (except storm sash)
33232133 Residential aluminum single and double hung window sash and frames (excluding storm sash)
3323213306 Residential aluminum single and double hung window sash and frames (excluding storm sash)
3323214 Metal combination screen, storm sash, and storm doors
3323215 Metal windows and door screens, (except combination) and metal weatherstrip
33232151 All other metal trim (including combination of metal)
3323215101 Steel molding and trim
3323215102 Aluminum moldings and trim
3323215104 Steel molding and trim
3323215106 Finished metal moldings for mirrors and pictures and aluminum molding and trim
3323215108 Store fronts, sold complete at factory
3323215109 Steel curtain walls (including stainless)
3323215110 Aluminum curtain walls
3323215111 Metal store fronts, sold complete at factory
3323215112 All other curtain walls
3323217 METAL COMBINATION SCREEN, STORM SASH, AND STORM DOORS
33232171 Metal storm sash (including combination)
3323217101 Metal storm sash (except combination)
3323217106 Metal combination screen and storm sash
3323217111 Metal storm doors
3323219 METAL WINDOW AND DOOR SCREENS (EXCEPT COMBINATION) AND METAL WEATHER STRIP
33232191 Metal door, window screens, and metal weather strip
3323219101 Metal door screens
3323219106 Metal window screens, with metal frames (including tension and roll types)
3323219111 Metal weather strip
332321M Miscellaneous receipts
332321P Primary products
332321S Secondary products
332321SM Secondary products and miscellaneous receipts
332322 This U.S. industry comprises establishments primarily engaged in manufacturing sheet metal work (except stampings).
3323221 Sheet metal air-conditioning ducts and stove pipe
33232211 Sheet metal air_conditioning ducts, (including dust collection ducts)
3323221101 Sheet metal work (including dust collection ducts)
3323221106 Aluminum sheet metal work (including dust collection ducts)
33232212 Sheet metal stove pipe, furnace smoke pipe, and elbows
3323221211 Steel sheet metal stove pipe, furnace smoke pipe, and elbows
3323221216 Aluminum sheet metal stove pipe, furnace smoke pipe, and elbows
3323223 Sheet metal culverts, flumes, irrigation pipes, etc.
33232231 Sheet metal culverts, flumes, irrigation pipes, etc.
3323223101 Steel sheet metal culverts, flumes, irrigation pipes, etc.
3323223106 Aluminum sheet metal culverts, flumes, irrigation pipes, etc.
3323223111 Other sheet metal culverts, flumes, irrigation pipes, etc.
3323227 Sheet metal roofing and roof drainage equipment
33232271 Sheet metal roofing, all types
3323227101 Sheet metal roofing, all types
33232272 Sheet metal roof drainage equipment (including eave troughs, etc)
3323227206 Aluminum and other sheet metal roofing, all types
3323227211 Steel sheet metal roof drainage equipment (including eave troughs, etc.)
3323227216 Aluminum sheet metal roof drainage equipment (including eave troughs, etc.)
3323227221 All other sheet metal roof drainage equipment (including eave troughs, etc.)
3323229 Sheet metal flooring and siding
33232291 Sheet metal siding
3323229106 Steel sheet metal siding
3323229111 Residential aluminum sheet metal siding (including mobile homes)
3323229116 Other aluminum sheet metal siding (commercial, industrial, farm buildings, etc.)
3323229121 Other sheet metal siding
33232292 Fabricated sheet metal flooring
3323229201 Fabricated sheet metal flooring
332322A Sheet metal awnings, canopies, cornices, and soffits
332322A1 Sheet metal awnings, canopies, carports, soffit, and shutters (steel and aluminum)
332322A101 Steel sheet metal awnings, canopies, carports, and patios
332322A106 Aluminum sheet metal awnings, canopies, carports, and patios
332322A111 Sheet metal cornices, skylights, domes, and copings (steel and aluminum)
332322A116 Sheet metal soffits, fascia, and shutters (steel and aluminum)
332322B Sheet metal roof ventilators, louvers, & dampers for heating, ventilation, a-c
332322C SHEET METAL ELECTRONIC ENCLOSURES
332322C1 Steel sheet metal computer and peripheral equipment enclosures
332322C101 Steel sheet metal computer and peripheral equipment enclosures
332322C2 Aluminum sheet metal computer and peripheral equipment enclosures
332322C206 Aluminum sheet metal computer and peripheral equipment enclosures
332322C3 Other sheet metal electronic enclosures (excluding computers), including machine and motor housings, panels, and guards (steel and aluminum)
332322C311 Other sheet metal electronic enclosures (excluding computers), including machine and motor housings, panels, and guards (steel and aluminum)
332322E Other sheet metal work
332322E1 Sheet metal roof ventilators, louvers and dampers for heating, ventilation and air~conditioning, steel and aluminum
332322E101 Sheet metal roof ventilators
332322E106 Sheet metal work for heating, ventilation, and air~conditioning (steel and aluminum)
332322E2 Steel sheet metal work
332322E211 Steel restaurant and hotel kitchen sheet metal equipment
332322E3 Aluminum and other sheet metal work
332322E321 Aluminum restaurant and hotel kitchen sheet metal equipment
332322E326 Other steel sheet metal work
332322E331 Other aluminum sheet metal work
332322E336 Other sheet metal work (metals other than steel or aluminum)
332322F METAL STUDS, NONLOAD AND LOAD_BEARING (IRON, STEEL, AND ALUMINUM)
332322F1 Metal studs, nonload and load_bearing (iron, steel, and aluminum)
332322F101 Metal studs, nonload_bearing (iron, stee
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