Text Classification
Transformers
Safetensors
modernbert
unspsc
multi-label-classification
query-intent
Eval Results (legacy)
text-embeddings-inference
Instructions to use Subramanya97/modernbert-large-unspsc-query with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Subramanya97/modernbert-large-unspsc-query with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="Subramanya97/modernbert-large-unspsc-query")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("Subramanya97/modernbert-large-unspsc-query") model = AutoModelForSequenceClassification.from_pretrained("Subramanya97/modernbert-large-unspsc-query", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "labels": [ | |
| "Adhesives and sealants > Adhesives", | |
| "Adhesives and sealants > Sealants", | |
| "Adhesives and sealants > Tape", | |
| "Atomic and nuclear energy machinery and equipment > Dosimetry equipment", | |
| "Atomic and nuclear energy machinery and equipment > Hot cell devices", | |
| "Atomic and nuclear energy machinery and equipment > Industrial nucleonic instruments", | |
| "Atomic and nuclear energy machinery and equipment > Irradiation equipment", | |
| "Atomic and nuclear energy machinery and equipment > Nuclear fuel equipment", | |
| "Atomic and nuclear energy machinery and equipment > Nuclear reactor equipment", | |
| "Atomic and nuclear energy machinery and equipment > Radiation shielding equipment", | |
| "Atomic and nuclear energy machinery and equipment > Radioactive waste equipment", | |
| "Atomic and nuclear energy machinery and equipment > Subcritical assembly equipment", | |
| "Automation control devices and components and accessories > Automation control connectivity devices", | |
| "Automation control devices and components and accessories > Control indicating and signaling devices", | |
| "Automation control devices and components and accessories > Process control or packaged automation systems", | |
| "Automation control devices and components and accessories > Programmable Logic Controllers", | |
| "Automation control devices and components and accessories > Programmable logic controller subsystems", | |
| "Automation control devices and components and accessories > Safety control devices", | |
| "Automotive specialty tools > Body tools", | |
| "Automotive specialty tools > Suspension tools", | |
| "Batteries and generators and kinetic power transmission > Batteries and cells and accessories", | |
| "Batteries and generators and kinetic power transmission > Clutch parts and accessories", | |
| "Batteries and generators and kinetic power transmission > Clutches", | |
| "Batteries and generators and kinetic power transmission > Drive components", | |
| "Batteries and generators and kinetic power transmission > Industrial braking systems", | |
| "Batteries and generators and kinetic power transmission > Kinetic power transmission", | |
| "Batteries and generators and kinetic power transmission > Power generators", | |
| "Bearings and bushings and wheels and gears > Bearings", | |
| "Bearings and bushings and wheels and gears > Bushings", | |
| "Bearings and bushings and wheels and gears > Gears", | |
| "Bearings and bushings and wheels and gears > Industrial wheels", | |
| "Bearings and bushings and wheels and gears > Sprockets", | |
| "Castings and casting assemblies > Centrifugal castings", | |
| "Castings and casting assemblies > Ceramic mold castings", | |
| "Castings and casting assemblies > Graphite mold castings", | |
| "Castings and casting assemblies > Gravity permanent mold castings and casting assemblies", | |
| "Castings and casting assemblies > High pressure die castings and casting assemblies", | |
| "Castings and casting assemblies > Investment castings and casting assemblies", | |
| "Castings and casting assemblies > Low pressure permanent die castings and casting assemblies", | |
| "Castings and casting assemblies > Permanent mold castings and casting assemblies", | |
| "Castings and casting assemblies > Plaster mold castings", | |
| "Castings and casting assemblies > Sand castings and casting assemblies", | |
| "Castings and casting assemblies > Semi solid castings and casting assemblies", | |
| "Castings and casting assemblies > Shell mold castings and casting assemblies", | |
| "Castings and casting assemblies > Squeeze castings and casting assemblies", | |
| "Castings and casting assemblies > V process castings", | |
| "Chicken processing machinery and equipment > Arrival department machinery and equipment", | |
| "Chicken processing machinery and equipment > Evisceration department machinery and equipment", | |
| "Chicken processing machinery and equipment > Killing and defeathering department machinery and equipment", | |
| "Cleaning and janitorial supplies > Absorbents", | |
| "Cleaning and janitorial supplies > Brooms and mops and brushes and accessories", | |
| "Cleaning and janitorial supplies > Cleaning and disinfecting solutions", | |
| "Cleaning and janitorial supplies > Cleaning kits", | |
| "Cleaning and janitorial supplies > Cleaning rags and cloths and wipes", | |
| "Cleaning and janitorial supplies > Restroom supplies", | |
| "Concrete and cement and plaster > Aggregates", | |
| "Concrete and cement and plaster > Cement and lime", | |
| "Concrete and cement and plaster > Concrete and mortars", | |
| "Concrete and cement and plaster > Concrete reinforcement hardware", | |
| "Concrete and cement and plaster > Plasters", | |
| "Construction and maintenance support equipment > Construction sheds and trailers", | |
| "Construction and maintenance support equipment > Ladders and scaffolding", | |
| "Construction and maintenance support equipment > Ladders and scaffolding accessories", | |
| "Construction and maintenance support equipment > Temporary construction and maintenance support equipment and materials", | |
| "Containers and storage > Bags", | |
| "Containers and storage > Bins and baskets", | |
| "Containers and storage > Boxes", | |
| "Containers and storage > Cans and pails", | |
| "Containers and storage > Casks and barrels and drums", | |
| "Containers and storage > Corrugated and other supplies for distribution", | |
| "Containers and storage > Crates", | |
| "Containers and storage > Freight containers", | |
| "Containers and storage > Liquid containers", | |
| "Containers and storage > Pallets", | |
| "Containers and storage > Slip sheets", | |
| "Containers and storage > Storage chests and cabinets and trunks", | |
| "Containers and storage > Tanks and cylinders and their accessories", | |
| "Conventional war weapons > Bombs and grenades", | |
| "Conventional war weapons > Gun systems", | |
| "Conventional war weapons > Infrared IR sensors", | |
| "Conventional war weapons > Naval weapons", | |
| "Defense and law enforcement and security and safety training equipment > Public safety training equipment", | |
| "Defense and law enforcement and security and safety training equipment > Small arms weapons training equipment", | |
| "Discrete semiconductor devices > Diodes", | |
| "Discrete semiconductor devices > Semiconductor devices", | |
| "Discrete semiconductor devices > Transistors", | |
| "Doors and windows and glass > Doors", | |
| "Doors and windows and glass > Garage doors and operators", | |
| "Doors and windows and glass > Gates", | |
| "Doors and windows and glass > Glass products", | |
| "Doors and windows and glass > Skylights", | |
| "Doors and windows and glass > Window frames", | |
| "Doors and windows and glass > Windows", | |
| "Dyeing and tanning extracts > Tanning products", | |
| "Electrical equipment and components and supplies > Circuit protection devices and accessories", | |
| "Electrical equipment and components and supplies > Distribution and control centers and accessories", | |
| "Electrical equipment and components and supplies > Electrical Variable Speed Drives", | |
| "Electrical equipment and components and supplies > Electrical boxes and enclosures and fittings and accessories", | |
| "Electrical equipment and components and supplies > Electrical controls and accessories", | |
| "Electrical equipment and components and supplies > Electrical hardware and supplies", | |
| "Electrical equipment and components and supplies > Electrical lugs plugs and connectors", | |
| "Electrical equipment and components and supplies > Electrical relays and accessories", | |
| "Electrical equipment and components and supplies > Electrical safety devices and accessories", | |
| "Electrical equipment and components and supplies > Electrical switches and accessories", | |
| "Electrical equipment and components and supplies > Electrical transmission and distribution equipment", | |
| "Electrical equipment and components and supplies > Intelligent Building Installations IBI", | |
| "Electrical equipment and components and supplies > Power conditioning equipment", | |
| "Electrical wire and cable and harness > Automotive cable", | |
| "Electrical wire and cable and harness > Electrical cable and accessories", | |
| "Electrical wire and cable and harness > Electrical wire", | |
| "Electrical wire and cable and harness > Wiring harness", | |
| "Electrical wire management devices and accessories and supplies > Wire Markers and Wire Marking Devices", | |
| "Electrical wire management devices and accessories and supplies > Wire Raceways Conduit and Busways", | |
| "Electrical wire management devices and accessories and supplies > Wire protection devices", | |
| "Electron tube devices and accessories > Electron Tubes", | |
| "Electron tube devices and accessories > Electron tube parts and accessories", | |
| "Electronic hardware and component parts and accessories > Electronic component parts and raw materials and accessories", | |
| "Electronic manufacturing machinery and equipment and accessories > Electronic assembly machinery and support equipment", | |
| "Electronic manufacturing machinery and equipment and accessories > Electronic manufacturing and processing machinery", | |
| "Exterior finishing materials > Fencing", | |
| "Exterior finishing materials > Finishing materials and products", | |
| "Exterior finishing materials > Rain gutters and accessories", | |
| "Exterior finishing materials > Roofing accessories", | |
| "Exterior finishing materials > Roofing materials", | |
| "Exterior finishing materials > Siding and exterior wall materials", | |
| "Exterior finishing materials > Surface", | |
| "Extrusions > Cold extrusions", | |
| "Extrusions > Impact extrusions", | |
| "Extrusions > Profile extrusions", | |
| "Fabricated bar stock assemblies > Bolted bar stock assemblies", | |
| "Fabricated bar stock assemblies > Bonded bar stock assemblies", | |
| "Fabricated bar stock assemblies > Riveted bar stock assemblies", | |
| "Fabricated bar stock assemblies > Solvent welded bar stock assemblies", | |
| "Fabricated bar stock assemblies > Sonic welded bar stock assemblies", | |
| "Fabricated bar stock assemblies > Ultra violet welded UV bar stock assemblies", | |
| "Fabricated bar stock assemblies > Welded or brazed bar stock assemblies", | |
| "Fabricated pipe assemblies > Bolted pipe assemblies", | |
| "Fabricated pipe assemblies > Bonded pipe assemblies", | |
| "Fabricated pipe assemblies > Riveted pipe assemblies", | |
| "Fabricated pipe assemblies > Solvent welded pipe assemblies", | |
| "Fabricated pipe assemblies > Sonic welded pipe assemblies", | |
| "Fabricated pipe assemblies > Ultra violet welded UV pipe assemblies", | |
| "Fabricated pipe assemblies > Welded or brazed pipe assemblies", | |
| "Fabricated plate assemblies > Bolted plate assemblies", | |
| "Fabricated plate assemblies > Bonded plate assemblies", | |
| "Fabricated plate assemblies > Riveted plate assemblies", | |
| "Fabricated plate assemblies > Solvent welded plate assemblies", | |
| "Fabricated plate assemblies > Sonic welded plate assemblies", | |
| "Fabricated plate assemblies > Ultra violet welded UV plate assemblies", | |
| "Fabricated plate assemblies > Welded or brazed plate assemblies", | |
| "Fabricated sheet assemblies > Bolted sheet assemblies", | |
| "Fabricated sheet assemblies > Bonded sheet assemblies", | |
| "Fabricated sheet assemblies > Riveted sheet assemblies", | |
| "Fabricated sheet assemblies > Solvent welded sheet assemblies", | |
| "Fabricated sheet assemblies > Sonic welded sheet assemblies", | |
| "Fabricated sheet assemblies > Ultra violet welded UV sheet assemblies", | |
| "Fabricated sheet assemblies > Welded or brazed sheet assemblies", | |
| "Fabricated structural assemblies > Bolted structural assemblies", | |
| "Fabricated structural assemblies > Bonded structural assemblies", | |
| "Fabricated structural assemblies > Riveted structural assemblies", | |
| "Fabricated structural assemblies > Solvent welded structural assemblies", | |
| "Fabricated structural assemblies > Sonic welded structural assemblies", | |
| "Fabricated structural assemblies > Ultra violet welded UV structural assemblies", | |
| "Fabricated structural assemblies > Welded or brazed structural assemblies", | |
| "Fabricated tube assemblies > Bolted tube assemblies", | |
| "Fabricated tube assemblies > Bonded tube assemblies", | |
| "Fabricated tube assemblies > Riveted tube assemblies", | |
| "Fabricated tube assemblies > Solvent welded tube assemblies", | |
| "Fabricated tube assemblies > Sonic welded tube assemblies", | |
| "Fabricated tube assemblies > Ultra violet welded UV tube assemblies", | |
| "Fabricated tube assemblies > Welded or brazed tube assemblies", | |
| "Fire protection > Fire fighting equipment", | |
| "Fire protection > Fire prevention", | |
| "Fluid and gas distribution > Ducts", | |
| "Fluid and gas distribution > Fluid and gas regulators", | |
| "Fluid and gas distribution > Hardware and fittings", | |
| "Fluid and gas distribution > Hoses", | |
| "Fluid and gas distribution > Marine loading arm", | |
| "Fluid and gas distribution > Miscellaneous pipe fittings", | |
| "Fluid and gas distribution > Traps and strainers", | |
| "Fluid and gas distribution > Valves", | |
| "Forgings > Aluminum forgings", | |
| "Forgings > Beryllium forgings", | |
| "Forgings > Brass forgings", | |
| "Forgings > Bronze forgings", | |
| "Forgings > Copper forgings", | |
| "Forgings > Ferrous alloy forgings", | |
| "Forgings > Iron forgings", | |
| "Forgings > Lead forgings", | |
| "Forgings > Magnesium forgings", | |
| "Forgings > Non ferrous alloy forgings", | |
| "Forgings > Powdered metal components", | |
| "Forgings > Powdered metals and metal alloys", | |
| "Forgings > Precious metal forgings", | |
| "Forgings > Stainless steel forgings", | |
| "Forgings > Steel forgings", | |
| "Forgings > Tin forgings", | |
| "Forgings > Titanium forgings", | |
| "Forgings > Zinc forgings", | |
| "Foundry machines and equipment and supplies > Foundry dies and tooling", | |
| "Foundry machines and equipment and supplies > Foundry machines and equipment", | |
| "Foundry machines and equipment and supplies > Foundry supplies", | |
| "Gaskets > Die cut gaskets", | |
| "Gaskets > Liquid gaskets", | |
| "Gaskets > Miscellaneous gaskets", | |
| "Gaskets > Molded gaskets", | |
| "Gaskets > Stamped gaskets", | |
| "Gaskets > Water jet cut gaskets", | |
| "Grinding and polishing and smoothing materials > Abrasive wheels", | |
| "Grinding and polishing and smoothing materials > Abrasives and abrasive media", | |
| "Hand tools > Agriculture, forestry and garden handtools", | |
| "Hand tools > Brushes", | |
| "Hand tools > Carpentry tools", | |
| "Hand tools > Cutting and crimping and punching tools", | |
| "Hand tools > Dispensing tools", | |
| "Hand tools > Fastener setting tools", | |
| "Hand tools > Forming tools", | |
| "Hand tools > Holding and clamping tools", | |
| "Hand tools > Marking tools", | |
| "Hand tools > Masonry and concrete tools", | |
| "Hand tools > Measuring and layout tools", | |
| "Hand tools > Power tools", | |
| "Hand tools > Precision hand tools", | |
| "Hand tools > Prying and bending tools", | |
| "Hand tools > Pulling tools", | |
| "Hand tools > Rough and finishing tools", | |
| "Hand tools > Sealing tools", | |
| "Hand tools > Tool attachments and accessories", | |
| "Hand tools > Tool kits", | |
| "Hand tools > Workshop tool", | |
| "Hand tools > Wrenches and drivers", | |
| "Hardware > Anchors", | |
| "Hardware > Bolts", | |
| "Hardware > Brackets and braces", | |
| "Hardware > Clamps", | |
| "Hardware > Connectors", | |
| "Hardware > Couplings", | |
| "Hardware > Hooks", | |
| "Hardware > Metal nets and screening structures", | |
| "Hardware > Miscellaneous fasteners", | |
| "Hardware > Miscellaneous hardware", | |
| "Hardware > Mounting hardware", | |
| "Hardware > Nails", | |
| "Hardware > Nuts", | |
| "Hardware > Retaining hardware", | |
| "Hardware > Rivets", | |
| "Hardware > Rolling hardware", | |
| "Hardware > Screws", | |
| "Hardware > Springs", | |
| "Hardware > Studs", | |
| "Hardware > Washers", | |
| "Heating and ventilation and air circulation > Air circulation and parts and accessories", | |
| "Heating and ventilation and air circulation > Boilers", | |
| "Heating and ventilation and air circulation > Cooling equipment and parts and accessories", | |
| "Heating and ventilation and air circulation > Expansion joint", | |
| "Heating and ventilation and air circulation > Fireplaces and accessories", | |
| "Heating and ventilation and air circulation > Heating equipment and parts and accessories", | |
| "Heating and ventilation and air circulation > Humidity control", | |
| "Heating and ventilation and air circulation > Ventilation", | |
| "Heavy construction machinery and equipment > Aerial lifts", | |
| "Heavy construction machinery and equipment > Building construction machinery and accessories", | |
| "Heavy construction machinery and equipment > Building demolition machinery and equipment", | |
| "Heavy construction machinery and equipment > Earth moving machinery", | |
| "Heavy construction machinery and equipment > Heavy equipment components", | |
| "Heavy construction machinery and equipment > Paving equipment", | |
| "Housings and cabinets and casings > Acoustical or noise control housings or enclosures", | |
| "Housings and cabinets and casings > Housings and cabinets", | |
| "Housings and cabinets and casings > Shells and casings", | |
| "Hydraulic machinery and equipment > Hydraulic cylinders and pistons", | |
| "Hydraulic machinery and equipment > Hydraulic hose and tube fittings", | |
| "Hydraulic machinery and equipment > Hydraulic presses", | |
| "Hydraulic machinery and equipment > Hydraulic tools", | |
| "Industrial filtering and purification > Filter media", | |
| "Industrial filtering and purification > Filters", | |
| "Industrial filtering and purification > Industrial chemical equipment", | |
| "Industrial filtering and purification > Purification", | |
| "Industrial filtering and purification > Separators", | |
| "Industrial food and beverage equipment > Food cooking and smoking machinery", | |
| "Industrial food and beverage equipment > Food cutting machinery", | |
| "Industrial food and beverage equipment > Food preparation machinery", | |
| "Industrial food and beverage equipment > Industrial beverage processing machinery", | |
| "Industrial laundry and dry cleaning equipment > Dry cleaning equipment", | |
| "Industrial laundry and dry cleaning equipment > Ironing equipment", | |
| "Industrial laundry and dry cleaning equipment > Washing and drying equipment", | |
| "Industrial machine tools > Industrial boring tools", | |
| "Industrial machine tools > Industrial drilling tools", | |
| "Industrial machine tools > Industrial milling tools", | |
| "Industrial machine tools > Industrial reaming tools", | |
| "Industrial machine tools > Industrial threading tools", | |
| "Industrial optics > Lens and laser windows", | |
| "Industrial optics > Lenses and prisms", | |
| "Industrial optics > Mirrors", | |
| "Industrial optics > Miscellaneous optical components", | |
| "Industrial optics > Optical blanks", | |
| "Industrial optics > Optical device accessories", | |
| "Industrial optics > Optical domes", | |
| "Industrial optics > Optical filters", | |
| "Industrial process machinery and equipment and supplies > Assembly machines", | |
| "Industrial process machinery and equipment and supplies > Cement and ceramics and glass industry machinery and equipment and supplies", | |
| "Industrial process machinery and equipment and supplies > Coating systems", | |
| "Industrial process machinery and equipment and supplies > Holding and positioning and guiding systems and devices", | |
| "Industrial process machinery and equipment and supplies > Industrial machinery components and accessories", | |
| "Industrial process machinery and equipment and supplies > Manufacturing tables and stands", | |
| "Industrial process machinery and equipment and supplies > Optical industry machinery and equipment and supplies", | |
| "Industrial process machinery and equipment and supplies > Packaging machinery", | |
| "Industrial process machinery and equipment and supplies > Paint systems", | |
| "Industrial process machinery and equipment and supplies > Paper making and paper processing machinery and equipment and supplies", | |
| "Industrial process machinery and equipment and supplies > Part marking machines", | |
| "Industrial process machinery and equipment and supplies > Pharmaceutical industry machinery and equipment and supplies", | |
| "Industrial process machinery and equipment and supplies > Precision fastening or torque equipment", | |
| "Industrial process machinery and equipment and supplies > Robotics", | |
| "Industrial process machinery and equipment and supplies > Rubber and plastic processing machinery and equipment and supplies", | |
| "Industrial process machinery and equipment and supplies > Separation machinery and equipment", | |
| "Industrial process machinery and equipment and supplies > Web handling and control machinery and equipment and supplies", | |
| "Industrial pumps and compressors > Compressor parts or accessories", | |
| "Industrial pumps and compressors > Compressors", | |
| "Industrial pumps and compressors > Pump parts and accessories", | |
| "Industrial pumps and compressors > Pumps", | |
| "Industrial refrigeration > Ice makers", | |
| "Industrial refrigeration > Industrial freezers", | |
| "Industrial refrigeration > Industrial refrigerators", | |
| "Insulation > Insulation sealing layers", | |
| "Insulation > Specialty insulation", | |
| "Insulation > Thermal insulation", | |
| "Interior finishing materials > Cabinet accessories", | |
| "Interior finishing materials > Cabinetry", | |
| "Interior finishing materials > Ceiling materials", | |
| "Interior finishing materials > Countertops", | |
| "Interior finishing materials > Flooring", | |
| "Interior finishing materials > Interior laminates", | |
| "Interior finishing materials > Molding and millwork", | |
| "Interior finishing materials > Partition walls", | |
| "Interior finishing materials > Stairs and stairways", | |
| "Interior finishing materials > Wall finishing materials", | |
| "Janitorial equipment > Cleaning and janitorial carts and accessories", | |
| "Janitorial equipment > Cleaning equipment", | |
| "Janitorial equipment > Cleaning equipment accessories", | |
| "Janitorial equipment > Floor machines and accessories", | |
| "Janitorial equipment > Waste containers and accessories", | |
| "Lamps and lightbulbs and lamp components > Lamp Ballasts and Lamp Transformers", | |
| "Lamps and lightbulbs and lamp components > Lamp components and accessories", | |
| "Lamps and lightbulbs and lamp components > Lamps and lightbulbs", | |
| "Lapidary machinery and equipment > Cabbing equipment", | |
| "Lapidary machinery and equipment > Faceting equipment and accessories", | |
| "Lapidary machinery and equipment > Grinding and sanding and polishing equipment and supplies", | |
| "Launchers > Missile and rocket launchers", | |
| "Law enforcement > Chemical biological control equipment and accessories and supplies", | |
| "Law enforcement > Crowd control equipment", | |
| "Law enforcement > Explosives control equipment and accessories and supplies", | |
| "Law enforcement > Forensic equipment and supplies and accessories", | |
| "Law enforcement > Security and control equipment", | |
| "Leatherworking repairing machinery and equipment > Leather preparing machinery and accessories", | |
| "Leatherworking repairing machinery and equipment > Leather working and repairing machinery and accessories", | |
| "Light weapons and ammunition > Ammunition", | |
| "Light weapons and ammunition > Ammunition handling systems", | |
| "Light weapons and ammunition > Arms and ammunition accessories", | |
| "Light weapons and ammunition > Bladed weapons and accessories", | |
| "Light weapons and ammunition > Firearms", | |
| "Lighting Fixtures and Accessories > Emergency lighting and accessories", | |
| "Lighting Fixtures and Accessories > Exterior lighting fixtures and accessories", | |
| "Lighting Fixtures and Accessories > Interior lighting fixtures and accessories", | |
| "Lighting Fixtures and Accessories > Lighting accessories", | |
| "Lighting Fixtures and Accessories > Non electrical lighting devices", | |
| "Lighting Fixtures and Accessories > Optical lighting", | |
| "Lighting Fixtures and Accessories > Portable and Temporary Lighting and accessories", | |
| "Lighting Fixtures and Accessories > Special effects devices", | |
| "Lighting Fixtures and Accessories > Special environment fixtures and accessories", | |
| "Lighting Fixtures and Accessories > Stage and studio lighting and accessories", | |
| "Lighting Fixtures and Accessories > Stage and studio lighting dimming and control devices", | |
| "Lighting Fixtures and Accessories > Stage and studio luminaires", | |
| "Machine made parts > Screw machine made parts", | |
| "Machined castings > Gravity permanent mold machined castings and casting assemblies", | |
| "Machined castings > Machined centrifugal castings", | |
| "Machined castings > Machined ceramic mold castings", | |
| "Machined castings > Machined die castings", | |
| "Machined castings > Machined graphite mold castings", | |
| "Machined castings > Machined investment castings", | |
| "Machined castings > Machined permanent mold castings", | |
| "Machined castings > Machined plaster mold castings", | |
| "Machined castings > Machined sand castings", | |
| "Machined castings > Machined shell mold castings", | |
| "Machined castings > Machined v process castings", | |
| "Machined castings > Semi solid machined castings and casting assemblies", | |
| "Machined castings > Squeeze machined castings and casting assemblies", | |
| "Machined extrusions > Machined cold extrusions", | |
| "Machined extrusions > Machined hot extrusions", | |
| "Machined extrusions > Machined hydro static extrusions", | |
| "Machined extrusions > Machined impact extrusions", | |
| "Machined forgings > Machined closed die forgings", | |
| "Machined forgings > Machined drop forgings", | |
| "Machined forgings > Machined impression die forgings", | |
| "Machined forgings > Machined open die forgings", | |
| "Machined forgings > Machined rolled ring forgings", | |
| "Machined raw stock > Machined bar stock", | |
| "Machined raw stock > Machined plate stock", | |
| "Machined raw stock > Shim stock", | |
| "Machinings > High precision machinings", | |
| "Machinings > Medium precision machinings", | |
| "Machinings > Standard precision machinings", | |
| "Magnets and magnetic materials > Castmagnets and magnet assemblies", | |
| "Magnets and magnetic materials > Injection molded magnets and magnet assemblies", | |
| "Magnets and magnetic materials > Plastic bonded magnets and magnet assemblies", | |
| "Magnets and magnetic materials > Pressed magnet and magnet assemblies", | |
| "Magnets and magnetic materials > Sintered magnets and magnet assemblies", | |
| "Marine construction and installation equipment > Equipment for mooring", | |
| "Marine construction and installation equipment > Floating production storage and offloading", | |
| "Mass transfer equipment > Adsorption and ion exchange", | |
| "Mass transfer equipment > Gas liquid contacting systems", | |
| "Mass transfer equipment > Industrial drying equipment", | |
| "Material handling machinery and equipment > Automatic guided vehicles AGV", | |
| "Material handling machinery and equipment > Conveyors and accessories", | |
| "Material handling machinery and equipment > Dock equipment", | |
| "Material handling machinery and equipment > Drum handling equipment", | |
| "Material handling machinery and equipment > Industrial trucks", | |
| "Material handling machinery and equipment > Lifting equipment and accessories", | |
| "Material handling machinery and equipment > Packing tools", | |
| "Material handling machinery and equipment > Plant equipment", | |
| "Material handling machinery and equipment > Shelving and storage", | |
| "Material handling machinery and equipment > Warehousing equipment and supplies", | |
| "Material handling machinery and equipment > Waste material handling and recycling systems", | |
| "Metal cutting machinery and accessories > Gear manufacturing machines", | |
| "Metal cutting machinery and accessories > Lathes and turning centers", | |
| "Metal cutting machinery and accessories > Machining centers", | |
| "Metal cutting machinery and accessories > Metal boring machines", | |
| "Metal cutting machinery and accessories > Metal cutting machine attachments", | |
| "Metal cutting machinery and accessories > Metal cutting machines", | |
| "Metal cutting machinery and accessories > Metal cutting tools", | |
| "Metal cutting machinery and accessories > Metal deburring machines", | |
| "Metal cutting machinery and accessories > Metal drilling machines", | |
| "Metal cutting machinery and accessories > Metal grinding machines", | |
| "Metal cutting machinery and accessories > Metal milling machines", | |
| "Metal cutting machinery and accessories > Specialized or miscellaneous metal cutting machines", | |
| "Metal cutting machinery and accessories > Tube mill machinery", | |
| "Metal forming machinery and accessories > Forging machines", | |
| "Metal forming machinery and accessories > Metal bending machines", | |
| "Metal forming machinery and accessories > Metal container manufacturing machinery and equipment", | |
| "Metal forming machinery and accessories > Metal forming dies and tooling", | |
| "Metal forming machinery and accessories > Metal rolling machines", | |
| "Metal treatment machinery > Coating or plating machines", | |
| "Metal treatment machinery > Heat treating machines", | |
| "Metal treatment machinery > Mechanical surface treatment machines", | |
| "Metal treatment machinery > Metal cleaning machinery and supplies", | |
| "Metal treatment machinery > Metal treatment fixtures and tooling", | |
| "Military weapon and ammunition disarmament and disposal equipment and related products > Demining equipment and related products", | |
| "Missiles > Guided missiles", | |
| "Missiles > Missile subsystems", | |
| "Mixers and their parts and accessories > Batch mixers", | |
| "Mixers and their parts and accessories > Continuous mixers", | |
| "Mixers and their parts and accessories > Mixer parts and accessories", | |
| "Moldings > Blow moldings", | |
| "Moldings > Dip moldings", | |
| "Moldings > Gas assist moldings", | |
| "Moldings > In mold decorated injection moldings", | |
| "Moldings > Injection moldings", | |
| "Moldings > Inserted injection moldings", | |
| "Moldings > Post mold decorated injection moldings", | |
| "Moldings > Reaction injection moldings RIM", | |
| "Moldings > Thermoplastic finished molding assemblies", | |
| "Moldings > Thermoplastic inserted molding assemblies", | |
| "Moldings > Thermoplastic molding assemblies", | |
| "Moldings > Thermoplastic molding inserts", | |
| "Moldings > Thermoplastic multiple shot molding assemblies", | |
| "Moldings > Thermoset inserted modling assembly", | |
| "Moldings > Thermoset molding assemblies", | |
| "Moldings > Thermoset molding inserts", | |
| "Moldings > Thermoset multiple shot molding assemblies", | |
| "Moldings > Vacuum moldings", | |
| "Packaging materials > Bottles or vials", | |
| "Packaging materials > Packaging boxes and bags and pouches", | |
| "Packaging materials > Packaging cans", | |
| "Packing supplies > Cushioning supplies", | |
| "Packing supplies > Packaging tubes and cores and labels and accessories", | |
| "Packing supplies > Securing and protecting supplies", | |
| "Packings glands boots and covers > Automotive boots and covers", | |
| "Packings glands boots and covers > Packings and glands", | |
| "Paints and primers and finishes > Miscellaneous finishes", | |
| "Paints and primers and finishes > Paint additives", | |
| "Paints and primers and finishes > Paint applicators and painting accessories", | |
| "Paints and primers and finishes > Paint solvents and thinners", | |
| "Paints and primers and finishes > Paints and primers", | |
| "Part cleaning machinery and accessories > Bioremediating part cleaning machinery and accessories", | |
| "Passive discrete components > Capacitors", | |
| "Passive discrete components > Discrete components", | |
| "Passive discrete components > Resistors", | |
| "Passive discrete components > Resonators", | |
| "Passive discrete components > Signal filters", | |
| "Personal safety and protection > Anti static equipment and supplies", | |
| "Personal safety and protection > Decontamination aids and safety cleaning equipment", | |
| "Personal safety and protection > Ergonomic support aids", | |
| "Personal safety and protection > Face and head protection", | |
| "Personal safety and protection > Fall protection and rescue equipment", | |
| "Personal safety and protection > Hearing protectors", | |
| "Personal safety and protection > Personal safety devices or weapons", | |
| "Personal safety and protection > Respiratory protection", | |
| "Personal safety and protection > Safety apparel", | |
| "Personal safety and protection > Safety footwear", | |
| "Personal safety and protection > Vision protection and accessories", | |
| "Petroleum processing machinery > Hydrotreating machinery", | |
| "Petroleum processing machinery > Petroleum distilling and processing machinery and equipment", | |
| "Pipe piping and pipe fittings > Commercial pipe and piping", | |
| "Pipe piping and pipe fittings > Industrial pipe and piping", | |
| "Pipe piping and pipe fittings > Miscellaneous piping and pipe fittings", | |
| "Pipe piping and pipe fittings > Pipe adapters", | |
| "Pipe piping and pipe fittings > Pipe angle face rings", | |
| "Pipe piping and pipe fittings > Pipe backup flanges", | |
| "Pipe piping and pipe fittings > Pipe baffles", | |
| "Pipe piping and pipe fittings > Pipe bends", | |
| "Pipe piping and pipe fittings > Pipe blind flanges", | |
| "Pipe piping and pipe fittings > Pipe bushings", | |
| "Pipe piping and pipe fittings > Pipe caps", | |
| "Pipe piping and pipe fittings > Pipe connectors", | |
| "Pipe piping and pipe fittings > Pipe couplings", | |
| "Pipe piping and pipe fittings > Pipe crosses", | |
| "Pipe piping and pipe fittings > Pipe elbows", | |
| "Pipe piping and pipe fittings > Pipe expansion joints", | |
| "Pipe piping and pipe fittings > Pipe half couplings", | |
| "Pipe piping and pipe fittings > Pipe lapjoint flanges", | |
| "Pipe piping and pipe fittings > Pipe long weldneck flanges", | |
| "Pipe piping and pipe fittings > Pipe nipples", | |
| "Pipe piping and pipe fittings > Pipe plate flanges", | |
| "Pipe piping and pipe fittings > Pipe plugs", | |
| "Pipe piping and pipe fittings > Pipe reducing couplings", | |
| "Pipe piping and pipe fittings > Pipe reducing flanges", | |
| "Pipe piping and pipe fittings > Pipe repair clamps", | |
| "Pipe piping and pipe fittings > Pipe rupture disks", | |
| "Pipe piping and pipe fittings > Pipe slipon flanges", | |
| "Pipe piping and pipe fittings > Pipe socketweld flanges", | |
| "Pipe piping and pipe fittings > Pipe sockolets", | |
| "Pipe piping and pipe fittings > Pipe spacers", | |
| "Pipe piping and pipe fittings > Pipe spectacle blind flanges", | |
| "Pipe piping and pipe fittings > Pipe support", | |
| "Pipe piping and pipe fittings > Pipe swivel or rotating joints", | |
| "Pipe piping and pipe fittings > Pipe tees", | |
| "Pipe piping and pipe fittings > Pipe threaded flanges", | |
| "Pipe piping and pipe fittings > Pipe toilet flanges", | |
| "Pipe piping and pipe fittings > Pipe unions", | |
| "Pipe piping and pipe fittings > Pipe weldneck flanges", | |
| "Pipe piping and pipe fittings > Pipe weldolets", | |
| "Pipe piping and pipe fittings > Pipe wyes", | |
| "Pipe piping and pipe fittings > Specialized pipe fittings and flanges", | |
| "Plumbing fixtures > Faucet and shower heads, jets and parts and accessories", | |
| "Plumbing fixtures > Faucets or taps", | |
| "Plumbing fixtures > Non sanitary residential fixtures", | |
| "Plumbing fixtures > Sanitary ware", | |
| "Pneumatic and hydraulic and electric control systems > Actuators", | |
| "Pneumatic and hydraulic and electric control systems > Robot components", | |
| "Pneumatic machinery and equipment > Air fittings and connectors", | |
| "Pneumatic machinery and equipment > Pneumatic cylinders and components", | |
| "Pneumatic machinery and equipment > Pneumatic tools", | |
| "Portable Structure Building Components > Grandstand bleacher and stair structural components", | |
| "Portable Structure Building Components > Portable Structure Consolidating Components", | |
| "Portable Structure Building Components > Tent and membrane structure framing and covering components", | |
| "Power generation > Exhaust structures or screening equipment", | |
| "Power generation > Offshore wind farm machinery and equipment", | |
| "Power generation > Onshore wind farm machinery and equipment", | |
| "Power generation > Power generation control equipment", | |
| "Power generation > Power generation monitoring or detecting equipment", | |
| "Power generation > Power plants", | |
| "Power sources > Electric alternating current AC motors", | |
| "Power sources > Electric direct current DC motors", | |
| "Power sources > Engine components and accessories", | |
| "Power sources > Engines", | |
| "Power sources > Internal combustion engine components", | |
| "Power sources > Motor or generator components", | |
| "Power sources > Non electric motors", | |
| "Printed circuits and integrated circuits and microassemblies > Circuit assemblies and radio frequency RF components", | |
| "Printed circuits and integrated circuits and microassemblies > Integrated circuits", | |
| "Public safety and control > Rescue equipment and accessories", | |
| "Public safety and control > Traffic control", | |
| "Public safety and control > Water safety", | |
| "Rapid prototyping machinery and accessories > Rapid prototyping machine accessories", | |
| "Rapid prototyping machinery and accessories > Rapid prototyping machines", | |
| "Raw materials processing machinery > Machinery for working wood and stone and ceramic and the like", | |
| "Refractories > Castables", | |
| "Refractories > Ceramic fibre products", | |
| "Refractories > Refractory bricks", | |
| "Refractories > Refractory tiles", | |
| "Refractories > Shaped refractories", | |
| "Roads and landscape > Asphalts", | |
| "Roads and landscape > Bituminous derivatives", | |
| "Roads and landscape > Landscape architecture materials", | |
| "Roads and landscape > Road and railroad construction materials", | |
| "Roads and landscape > Soil stabilizers and reinforcing materials", | |
| "Roads and landscape > Specialized external flooring and paving materials", | |
| "Rockets and subsystems > Boosters", | |
| "Rockets and subsystems > Launch vehicles and rockets", | |
| "Rope and chain and cable and wire and strap > Chains", | |
| "Rope and chain and cable and wire and strap > Cords", | |
| "Rope and chain and cable and wire and strap > Mechanical cable", | |
| "Rope and chain and cable and wire and strap > Mechanical wire", | |
| "Rope and chain and cable and wire and strap > Non electric iron and steel wire", | |
| "Rope and chain and cable and wire and strap > Non electric nonferrous metal wire", | |
| "Rope and chain and cable and wire and strap > Ropes", | |
| "Rope and chain and cable and wire and strap > Security wire", | |
| "Rope and chain and cable and wire and strap > Straps", | |
| "Sawmilling and lumber processing machinery and equipment > Bandsaws and accessories", | |
| "Sawmilling and lumber processing machinery and equipment > Circular saws and accessories", | |
| "Sawmilling and lumber processing machinery and equipment > Docking saws and accessories", | |
| "Sawmilling and lumber processing machinery and equipment > Finger jointers and accessories", | |
| "Sawmilling and lumber processing machinery and equipment > Log debarkers and accessories", | |
| "Sawmilling and lumber processing machinery and equipment > Lumber chippers and accessories", | |
| "Sawmilling and lumber processing machinery and equipment > Lumber edgers", | |
| "Sawmilling and lumber processing machinery and equipment > Lumber kilns and equipment and accessories", | |
| "Sawmilling and lumber processing machinery and equipment > Lumber sorters and accessories", | |
| "Sawmilling and lumber processing machinery and equipment > Lumber stackers and accessories", | |
| "Sawmilling and lumber processing machinery and equipment > Lumber surfacers and accessories", | |
| "Sawmilling and lumber processing machinery and equipment > Planers and accessories", | |
| "Sawmilling and lumber processing machinery and equipment > Trimsaws and accessories", | |
| "Seals > Diaphragm seals", | |
| "Seals > Die cut seals", | |
| "Seals > Lathe cut seals", | |
| "Seals > Mechanical seals", | |
| "Seals > Molded seals", | |
| "Security surveillance and detection > Locks and security hardware and accessories", | |
| "Security surveillance and detection > Surveillance and detection equipment", | |
| "Security surveillance and detection > Vehicle access control", | |
| "Sintered parts > Sintered filters", | |
| "Stampings and sheet components > Draw formed components", | |
| "Stampings and sheet components > Explosive formed components", | |
| "Stampings and sheet components > Hydro formed components", | |
| "Stampings and sheet components > Punched components", | |
| "Stampings and sheet components > Roll formed components", | |
| "Stampings and sheet components > Spin formed components", | |
| "Stampings and sheet components > Stamped components", | |
| "Stampings and sheet components > Stretch formed components", | |
| "Stampings and sheet components > Welded components", | |
| "Structural building products > Blocks", | |
| "Structural building products > Bricks", | |
| "Structural building products > Tiles and flagstones", | |
| "Structural components and basic shapes > Angles", | |
| "Structural components and basic shapes > Beams", | |
| "Structural components and basic shapes > Braid", | |
| "Structural components and basic shapes > Channels", | |
| "Structural components and basic shapes > Foil", | |
| "Structural components and basic shapes > Grating", | |
| "Structural components and basic shapes > Hollow structural sections HSS", | |
| "Structural components and basic shapes > Honeycomb core", | |
| "Structural components and basic shapes > Metallic fibers and filaments", | |
| "Structural components and basic shapes > Piling", | |
| "Structural components and basic shapes > Plate", | |
| "Structural components and basic shapes > Post", | |
| "Structural components and basic shapes > Profiles", | |
| "Structural components and basic shapes > Rails", | |
| "Structural components and basic shapes > Rod", | |
| "Structural components and basic shapes > Shafts", | |
| "Structural components and basic shapes > Structural products", | |
| "Structural materials > Aluminum bars", | |
| "Structural materials > Aluminum coil", | |
| "Structural materials > Aluminum sheets", | |
| "Structural materials > Aluminum strips and ingots", | |
| "Structural materials > Brass bars", | |
| "Structural materials > Brass ingots strips billets and coil", | |
| "Structural materials > Brass sheets", | |
| "Structural materials > Bronze bars", | |
| "Structural materials > Bronze ingots strips billets and coil", | |
| "Structural materials > Bronze sheets", | |
| "Structural materials > Carbon steel bars", | |
| "Structural materials > Carbon steel ingots strips billets and coil", | |
| "Structural materials > Carbon steel sheets", | |
| "Structural materials > Copper bars", | |
| "Structural materials > Copper ingots strip billets and coil", | |
| "Structural materials > Copper sheets", | |
| "Structural materials > Ferrous alloy bars and sheets", | |
| "Structural materials > Ferrous alloy ingots strips billets and coil", | |
| "Structural materials > Iron bars", | |
| "Structural materials > Iron ingots strips billets and coil", | |
| "Structural materials > Iron sheets", | |
| "Structural materials > Lead bars", | |
| "Structural materials > Lead ingots strips billets and coil", | |
| "Structural materials > Lead sheets", | |
| "Structural materials > Magnesium bars and sheets", | |
| "Structural materials > Magnesium ingots strips billets and coil", | |
| "Structural materials > Nickel sheets and ingots", | |
| "Structural materials > Plastic bars and sheets", | |
| "Structural materials > Plastic coil and strips", | |
| "Structural materials > Precious metal and specialty metal bars", | |
| "Structural materials > Precious metal and specialty metal coil strips billets and ingots", | |
| "Structural materials > Precious metal and specialty metal sheets", | |
| "Structural materials > Shafting", | |
| "Structural materials > Specialty material bars and sheets", | |
| "Structural materials > Specialty material coil strips billets and ingots", | |
| "Structural materials > Specialty steel bars", | |
| "Structural materials > Specialty steel coils", | |
| "Structural materials > Specialty steel sheets", | |
| "Structural materials > Stainless steel bars", | |
| "Structural materials > Stainless steel coil", | |
| "Structural materials > Stainless steel sheets", | |
| "Structural materials > Stainless steel strips", | |
| "Structural materials > Steel alloy bars", | |
| "Structural materials > Steel alloy sheets", | |
| "Structural materials > Tin bars", | |
| "Structural materials > Tin ingots strip and coil", | |
| "Structural materials > Tin sheet", | |
| "Structural materials > Titanium bars and sheets", | |
| "Structural materials > Titanium ingots strips billets and coil", | |
| "Structural materials > Tool steel bars", | |
| "Structural materials > Wood structural materials", | |
| "Structural materials > Zinc bars and sheets", | |
| "Structural materials > Zinc ingots strips billets and coil", | |
| "Textile and fabric machinery and accessories > Textile processing machinery and accessories", | |
| "Textile and fabric machinery and accessories > Textile working machinery and equipment and accessories", | |
| "Toxic and hazardous waste cleanup products > Oil spill cleanup products", | |
| "Tubes tubing and tube fittings > Extruded aluminum tubes", | |
| "Tubes tubing and tube fittings > Extruded brass tubes", | |
| "Tubes tubing and tube fittings > Extruded copper tubes", | |
| "Tubes tubing and tube fittings > Extruded stainless steel tubes", | |
| "Tubes tubing and tube fittings > Extruded steel tubes", | |
| "Tubes tubing and tube fittings > Iron tubes", | |
| "Tubes tubing and tube fittings > Rubber and plastic tubing", | |
| "Tubes tubing and tube fittings > Seamless aluminum tubes", | |
| "Tubes tubing and tube fittings > Seamless brass tubes", | |
| "Tubes tubing and tube fittings > Seamless copper tubes", | |
| "Tubes tubing and tube fittings > Seamless stainless steel tubes", | |
| "Tubes tubing and tube fittings > Seamless steel tubes", | |
| "Tubes tubing and tube fittings > Tube fittings", | |
| "Tubes tubing and tube fittings > Welded aluminum tubes", | |
| "Tubes tubing and tube fittings > Welded brass tubes", | |
| "Tubes tubing and tube fittings > Welded copper tubes", | |
| "Tubes tubing and tube fittings > Welded stainless steel tubes", | |
| "Tubes tubing and tube fittings > Welded steel tubes", | |
| "Underground mining structures and materials > Underground roof support structures", | |
| "Water and wastewater treatment supply and disposal > Water treatment and supply equipment", | |
| "Water and wastewater treatment supply and disposal > Water treatment consumables", | |
| "Welding and soldering and brazing machinery and accessories and supplies > Brazing machinery", | |
| "Welding and soldering and brazing machinery and accessories and supplies > Soldering machines", | |
| "Welding and soldering and brazing machinery and accessories and supplies > Welding and soldering and brazing accessories", | |
| "Welding and soldering and brazing machinery and accessories and supplies > Welding and soldering and brazing supplies", | |
| "Welding and soldering and brazing machinery and accessories and supplies > Welding machinery", | |
| "Wire machinery and equipment > Wire working machinery and equipment and accessories", | |
| "Workplace safety equipment and supplies and training materials > Work area marking and visual indicators", | |
| "Workplace safety equipment and supplies and training materials > Work area safety and protective equipment", | |
| "Workplace safety equipment and supplies and training materials > Workplace safety training aids and materials" | |
| ], | |
| "train_counts": [ | |
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| 474, | |
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| 173, | |
| 109, | |
| 228, | |
| 359, | |
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| 60, | |
| 70, | |
| 60, | |
| 280, | |
| 293, | |
| 81, | |
| 70, | |
| 121, | |
| 107, | |
| 60, | |
| 60, | |
| 78, | |
| 61, | |
| 60, | |
| 97, | |
| 185, | |
| 77, | |
| 403, | |
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| 55, | |
| 55, | |
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| 60, | |
| 61, | |
| 60, | |
| 60, | |
| 60, | |
| 62, | |
| 60, | |
| 60, | |
| 62, | |
| 60, | |
| 60, | |
| 60, | |
| 61, | |
| 63, | |
| 61, | |
| 61, | |
| 60, | |
| 60, | |
| 60, | |
| 61, | |
| 62, | |
| 60, | |
| 61, | |
| 60, | |
| 60, | |
| 60, | |
| 61, | |
| 63, | |
| 60, | |
| 61, | |
| 60, | |
| 60, | |
| 60, | |
| 61, | |
| 61, | |
| 60, | |
| 62, | |
| 60, | |
| 60, | |
| 60, | |
| 61, | |
| 63, | |
| 68, | |
| 109, | |
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| 246, | |
| 2512, | |
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| 135, | |
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| 60, | |
| 60, | |
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| 63, | |
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| 62, | |
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| 61, | |
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| 60, | |
| 60, | |
| 61, | |
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| 63, | |
| 60, | |
| 60, | |
| 62, | |
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| 104, | |
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| 76, | |
| 78, | |
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| 98, | |
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| 68, | |
| 128, | |
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| 107, | |
| 87, | |
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| 89, | |
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| 148, | |
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| 77, | |
| 3376, | |
| 1154, | |
| 931, | |
| 87, | |
| 2312, | |
| 394, | |
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| 70, | |
| 2197, | |
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| 120, | |
| 402, | |
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| 423, | |
| 1464, | |
| 101, | |
| 63, | |
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| 293, | |
| 1372, | |
| 60, | |
| 60, | |
| 60, | |
| 62, | |
| 61, | |
| 60, | |
| 63, | |
| 95, | |
| 62, | |
| 71, | |
| 70, | |
| 63, | |
| 63, | |
| 218, | |
| 1484, | |
| 62, | |
| 178, | |
| 67, | |
| 71, | |
| 60, | |
| 66, | |
| 61, | |
| 61, | |
| 61, | |
| 72, | |
| 67, | |
| 473, | |
| 67, | |
| 66, | |
| 397, | |
| 61, | |
| 60, | |
| 63, | |
| 64, | |
| 60, | |
| 60, | |
| 60, | |
| 64, | |
| 62, | |
| 60, | |
| 60, | |
| 65, | |
| 76, | |
| 67, | |
| 60, | |
| 60, | |
| 60, | |
| 60, | |
| 61, | |
| 61, | |
| 70, | |
| 61, | |
| 60, | |
| 61, | |
| 60, | |
| 102, | |
| 71, | |
| 187, | |
| 451, | |
| 80, | |
| 92, | |
| 126, | |
| 103, | |
| 129, | |
| 548, | |
| 81, | |
| 97, | |
| 111, | |
| 76, | |
| 86, | |
| 63, | |
| 92, | |
| 67, | |
| 63, | |
| 82, | |
| 63, | |
| 68, | |
| 61, | |
| 60, | |
| 64, | |
| 93, | |
| 70, | |
| 126, | |
| 60, | |
| 61, | |
| 60, | |
| 60, | |
| 60, | |
| 60, | |
| 60, | |
| 61, | |
| 65, | |
| 61, | |
| 61, | |
| 64, | |
| 60, | |
| 60, | |
| 61, | |
| 63, | |
| 64, | |
| 75, | |
| 121, | |
| 99, | |
| 64, | |
| 61, | |
| 94, | |
| 65, | |
| 74, | |
| 53, | |
| 70, | |
| 61, | |
| 60, | |
| 60, | |
| 60, | |
| 60, | |
| 60, | |
| 60, | |
| 60, | |
| 60, | |
| 60, | |
| 72, | |
| 60, | |
| 60, | |
| 60, | |
| 60, | |
| 60, | |
| 60, | |
| 61, | |
| 60, | |
| 60, | |
| 60, | |
| 60, | |
| 60, | |
| 60, | |
| 60, | |
| 61, | |
| 63, | |
| 60, | |
| 60, | |
| 60, | |
| 64, | |
| 63, | |
| 63, | |
| 66, | |
| 63, | |
| 60, | |
| 60, | |
| 61, | |
| 60, | |
| 60, | |
| 60, | |
| 61, | |
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| ] | |
| } |