# Analyzing Data or Information

*/Activities/Analyzing_Data_or_Information*

Identifying the underlying principles, reasons, or facts of information by breaking down information or data into separate parts.

## Neighborhood

### Children

- [Analyze environmental or geospatial data.](/Activities/Analyze_environmental_or_geospatial_data.) — children · Activities
- [Analyze market or industry conditions.](/Activities/Analyze_market_or_industry_conditions.) — children · Activities
- [Analyze business or financial risks.](/Activities/Analyze_business_or_financial_risks.) — children · Activities
- [Analyze scientific or applied data using mathematical principles.](/Activities/Analyze_scientific_or_applied_data_using_mathematical_principles.) — children · Activities
- [Evaluate designs, specifications, or other technical data.](/Activities/Evaluate_designs,_specifications,_or_other_technical_data.) — children · Activities
- [Analyze health or medical data.](/Activities/Analyze_health_or_medical_data.) — children · Activities
- [Analyze data to improve operations.](/Activities/Analyze_data_to_improve_operations.) — children · Activities
- [Research laws, precedents, or other legal data.](/Activities/Research_laws,_precedents,_or_other_legal_data.) — children · Activities
- [Assess characteristics or impacts of regulations or policies.](/Activities/Assess_characteristics_or_impacts_of_regulations_or_policies.) — children · Activities
- [Analyze biological or chemical substances or related data.](/Activities/Analyze_biological_or_chemical_substances_or_related_data.) — children · Activities
- [Analyze business or financial data.](/Activities/Analyze_business_or_financial_data.) — children · Activities
- [Analyze performance of systems or equipment.](/Activities/Analyze_performance_of_systems_or_equipment.) — children · Activities

### Related (core activity)

- [Alternative Financial Data Vendors](/CompanyTypes/Alternative_Financial_Data_Vendors) — core activity · CompanyTypes
- [Pure-Play Wildcatters](/CompanyTypes/Pure-Play_Wildcatters) — core activity · CompanyTypes
- [Pure-Play Olefins Producers](/CompanyTypes/Pure-Play_Olefins_Producers) — core activity · CompanyTypes
- [Pure-Play Nanomaterial Innovators](/CompanyTypes/Pure-Play_Nanomaterial_Innovators) — core activity · CompanyTypes
- [Pure-Play Medicare Advantage (MA) Plans](/CompanyTypes/Pure-Play_Medicare_Advantage_(MA)_Plans) — core activity · CompanyTypes
- [Pure-Play Geothermal Developers](/CompanyTypes/Pure-Play_Geothermal_Developers) — core activity · CompanyTypes
- [Pure-Play Fee Managers](/CompanyTypes/Pure-Play_Fee_Managers) — core activity · CompanyTypes
- [Pure-Play EV Startups](/CompanyTypes/Pure-Play_EV_Startups) — core activity · CompanyTypes
- [Pure-Play Dry Gas Producer](/CompanyTypes/Pure-Play_Dry_Gas_Producer) — core activity · CompanyTypes
- [Trade and B2B Media Companies](/CompanyTypes/Trade_and_B2B_Media_Companies) — core activity · CompanyTypes
- [Trade Repositories & Reporting Facilities](/CompanyTypes/Trade_Repositories_&_Reporting_Facilities) — core activity · CompanyTypes
- [Trade Finance Provider](/CompanyTypes/Trade_Finance_Provider) — core activity · CompanyTypes
- [Trade Commissions](/CompanyTypes/Trade_Commissions) — core activity · CompanyTypes
- [Environmental Litigation Organizations](/CompanyTypes/Environmental_Litigation_Organizations) — core activity · CompanyTypes
- [Environmental Engineering Consultancies](/CompanyTypes/Environmental_Engineering_Consultancies) — core activity · CompanyTypes
- [Environmental Conservation Grant Administrators](/CompanyTypes/Environmental_Conservation_Grant_Administrators) — core activity · CompanyTypes
- [Environmental Analytical Lab](/CompanyTypes/Environmental_Analytical_Lab) — core activity · CompanyTypes
- [Environmental & Safety Testing Services](/CompanyTypes/Environmental_&_Safety_Testing_Services) — core activity · CompanyTypes
- [Environmental & Industrial Analyzer OEMs](/CompanyTypes/Environmental_&_Industrial_Analyzer_OEMs) — core activity · CompanyTypes
- [Entertainment Business Management Firm](/CompanyTypes/Entertainment_Business_Management_Firm) — core activity · CompanyTypes
- [Independent NBR/Specialty Rubber Manufacturer](/CompanyTypes/Independent_NBR%2FSpecialty_Rubber_Manufacturer) — core activity · CompanyTypes
- [Independent Mortgage Brokerage](/CompanyTypes/Independent_Mortgage_Brokerage) — core activity · CompanyTypes
- [Independent Medical Research Foundations](/CompanyTypes/Independent_Medical_Research_Foundations) — core activity · CompanyTypes
- [Independent Broker-Dealers](/CompanyTypes/Independent_Broker-Dealers) — core activity · CompanyTypes
- [Equity Real Estate Investment Trusts (REITs)](/CompanyTypes/Equity_Real_Estate_Investment_Trusts_(REITs)) — core activity · CompanyTypes
- [Earned Wage Access (EWA) Platforms](/CompanyTypes/Earned_Wage_Access_(EWA)_Platforms) — core activity · CompanyTypes
- [Archival Database Service](/CompanyTypes/Archival_Database_Service) — core activity · CompanyTypes
- [Architectural and Custom Install Audio Maker](/CompanyTypes/Architectural_and_Custom_Install_Audio_Maker) — core activity · CompanyTypes
- [Architectural Paint Manufacturers](/CompanyTypes/Architectural_Paint_Manufacturers) — core activity · CompanyTypes
- [Charitable Remainder and Lead Trusts](/CompanyTypes/Charitable_Remainder_and_Lead_Trusts) — core activity · CompanyTypes
- [Self-Paced EdTech Platform](/CompanyTypes/Self-Paced_EdTech_Platform) — core activity · CompanyTypes
- [Specialty-Focused PBMs](/CompanyTypes/Specialty-Focused_PBMs) — core activity · CompanyTypes
- [Specialized Tech Consultancy](/CompanyTypes/Specialized_Tech_Consultancy) — core activity · CompanyTypes
- [Specialized Space Research Laboratories](/CompanyTypes/Specialized_Space_Research_Laboratories) — core activity · CompanyTypes
- [Data Migration Specialists](/CompanyTypes/Data_Migration_Specialists) — core activity · CompanyTypes
- [Data Center UPS Manufacturers](/CompanyTypes/Data_Center_UPS_Manufacturers) — core activity · CompanyTypes
- [Darkroom Processing Chemical Formulators](/CompanyTypes/Darkroom_Processing_Chemical_Formulators) — core activity · CompanyTypes
- [Dairy Herd Improvement (DHI) Associations](/CompanyTypes/Dairy_Herd_Improvement_(DHI)_Associations) — core activity · CompanyTypes
- [DTC Subscription Supplement Brand](/CompanyTypes/DTC_Subscription_Supplement_Brand) — core activity · CompanyTypes
- [DTC Specialty Kitchen Gear Brands](/CompanyTypes/DTC_Specialty_Kitchen_Gear_Brands) — core activity · CompanyTypes
- [Remote Patient Monitoring Operators](/CompanyTypes/Remote_Patient_Monitoring_Operators) — core activity · CompanyTypes

### Related (enables activity)

- [Written Comprehension](/Ability/Written_Comprehension) — enables activity · Ability
- [Inductive Reasoning](/Ability/Inductive_Reasoning) — enables activity · Ability
- [Selective Attention](/Ability/Selective_Attention) — enables activity · Ability
- [Deductive Reasoning](/Ability/Deductive_Reasoning) — enables activity · Ability
- [Information Ordering](/Ability/Information_Ordering) — enables activity · Ability
- [Category Flexibility](/Ability/Category_Flexibility) — enables activity · Ability

### Related (supports activity)

- [Critical Thinking](/Skills/Critical_Thinking) — supports activity · Skills
- [Reading Comprehension](/Skills/Reading_Comprehension) — supports activity · Skills

### Related (engages in)

- [Wellhead Pumpers](/Occupations/Wellhead_Pumpers) — engages in · Occupations
- [Refuse and Recyclable Material Collectors](/Occupations/Refuse_and_Recyclable_Material_Collectors) — engages in · Occupations
- [Tank Car, Truck, and Ship Loaders](/Occupations/Tank_Car,_Truck,_and_Ship_Loaders) — engages in · Occupations
- [Gas Compressor and Gas Pumping Station Operators](/Occupations/Gas_Compressor_and_Gas_Pumping_Station_Operators) — engages in · Occupations
- [Pump Operators, Except Wellhead Pumpers](/Occupations/Pump_Operators,_Except_Wellhead_Pumpers) — engages in · Occupations
- [Transportation Inspectors](/Occupations/Transportation_Inspectors) — engages in · Occupations
- [Hoist and Winch Operators](/Occupations/Hoist_and_Winch_Operators) — engages in · Occupations
- [Packers and Packagers, Hand](/Occupations/Packers_and_Packagers,_Hand) — engages in · Occupations
- [Stockers and Order Fillers](/Occupations/Stockers_and_Order_Fillers) — engages in · Occupations
- [Industrial Truck and Tractor Operators](/Occupations/Industrial_Truck_and_Tractor_Operators) — engages in · Occupations
- [Dredge Operators](/Occupations/Dredge_Operators) — engages in · Occupations
- [Cleaners of Vehicles and Equipment](/Occupations/Cleaners_of_Vehicles_and_Equipment) — engages in · Occupations
- [Conveyor Operators and Tenders](/Occupations/Conveyor_Operators_and_Tenders) — engages in · Occupations
- [Crane and Tower Operators](/Occupations/Crane_and_Tower_Operators) — engages in · Occupations
- [Laborers and Freight, Stock, and Material Movers, Hand](/Occupations/Laborers_and_Freight,_Stock,_and_Material_Movers,_Hand) — engages in · Occupations
- [Passenger Attendants](/Occupations/Passenger_Attendants) — engages in · Occupations
- [Machine Feeders and Offbearers](/Occupations/Machine_Feeders_and_Offbearers) — engages in · Occupations
- [Automotive and Watercraft Service Attendants](/Occupations/Automotive_and_Watercraft_Service_Attendants) — engages in · Occupations
- [Bridge and Lock Tenders](/Occupations/Bridge_and_Lock_Tenders) — engages in · Occupations
- [Traffic Technicians](/Occupations/Traffic_Technicians) — engages in · Occupations
- [Ship Engineers](/Occupations/Ship_Engineers) — engages in · Occupations
- [Subway and Streetcar Operators](/Occupations/Subway_and_Streetcar_Operators) — engages in · Occupations
- [Rail Yard Engineers, Dinkey Operators, and Hostlers](/Occupations/Rail_Yard_Engineers,_Dinkey_Operators,_and_Hostlers) — engages in · Occupations
- [Sailors and Marine Oilers](/Occupations/Sailors_and_Marine_Oilers) — engages in · Occupations
- [Railroad Conductors and Yardmasters](/Occupations/Railroad_Conductors_and_Yardmasters) — engages in · Occupations
- [Captains, Mates, and Pilots of Water Vessels](/Occupations/Captains,_Mates,_and_Pilots_of_Water_Vessels) — engages in · Occupations
- [Parking Attendants](/Occupations/Parking_Attendants) — engages in · Occupations
- [Railroad Brake, Signal, and Switch Operators and Locomotive Firers](/Occupations/Railroad_Brake,_Signal,_and_Switch_Operators_and_Locomotive_Firers) — engages in · Occupations
- [Motorboat Operators](/Occupations/Motorboat_Operators) — engages in · Occupations
- [Locomotive Engineers](/Occupations/Locomotive_Engineers) — engages in · Occupations
- [Shuttle Drivers and Chauffeurs](/Occupations/Shuttle_Drivers_and_Chauffeurs) — engages in · Occupations
- [Heavy and Tractor-Trailer Truck Drivers](/Occupations/Heavy_and_Tractor-Trailer_Truck_Drivers) — engages in · Occupations
- [Air Traffic Controllers](/Occupations/Air_Traffic_Controllers) — engages in · Occupations
- [Light Truck Drivers](/Occupations/Light_Truck_Drivers) — engages in · Occupations
- [Airfield Operations Specialists](/Occupations/Airfield_Operations_Specialists) — engages in · Occupations
- [Flight Attendants](/Occupations/Flight_Attendants) — engages in · Occupations
- [Ambulance Drivers and Attendants, Except Emergency Medical Technicians](/Occupations/Ambulance_Drivers_and_Attendants,_Except_Emergency_Medical_Technicians) — engages in · Occupations
- [Bus Drivers, Transit and Intercity](/Occupations/Bus_Drivers,_Transit_and_Intercity) — engages in · Occupations
- [Driver/Sales Workers](/Occupations/Driver%2FSales_Workers) — engages in · Occupations
- [Bus Drivers, School](/Occupations/Bus_Drivers,_School) — engages in · Occupations
- [Commercial Pilots](/Occupations/Commercial_Pilots) — engages in · Occupations
- [Etchers and Engravers](/Occupations/Etchers_and_Engravers) — engages in · Occupations
- [Computer Numerically Controlled Tool Operators](/Occupations/Computer_Numerically_Controlled_Tool_Operators) — engages in · Occupations
- [Tire Builders](/Occupations/Tire_Builders) — engages in · Occupations
- [Helpers--Production Workers](/Occupations/Helpers--Production_Workers) — engages in · Occupations
- [Paper Goods Machine Setters, Operators, and Tenders](/Occupations/Paper_Goods_Machine_Setters,_Operators,_and_Tenders) — engages in · Occupations
- [Aircraft Cargo Handling Supervisors](/Occupations/Aircraft_Cargo_Handling_Supervisors) — engages in · Occupations
- [Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders](/Occupations/Cleaning,_Washing,_and_Metal_Pickling_Equipment_Operators_and_Tenders) — engages in · Occupations
- [Cooling and Freezing Equipment Operators and Tenders](/Occupations/Cooling_and_Freezing_Equipment_Operators_and_Tenders) — engages in · Occupations
- [Airline Pilots, Copilots, and Flight Engineers](/Occupations/Airline_Pilots,_Copilots,_and_Flight_Engineers) — engages in · Occupations
- [Molders, Shapers, and Casters, Except Metal and Plastic](/Occupations/Molders,_Shapers,_and_Casters,_Except_Metal_and_Plastic) — engages in · Occupations
- [Photographic Process Workers and Processing Machine Operators](/Occupations/Photographic_Process_Workers_and_Processing_Machine_Operators) — engages in · Occupations
- [Computer Numerically Controlled Tool Programmers](/Occupations/Computer_Numerically_Controlled_Tool_Programmers) — engages in · Occupations
- [Adhesive Bonding Machine Operators and Tenders](/Occupations/Adhesive_Bonding_Machine_Operators_and_Tenders) — engages in · Occupations
- [Packaging and Filling Machine Operators and Tenders](/Occupations/Packaging_and_Filling_Machine_Operators_and_Tenders) — engages in · Occupations
- [Painting, Coating, and Decorating Workers](/Occupations/Painting,_Coating,_and_Decorating_Workers) — engages in · Occupations
- [Ophthalmic Laboratory Technicians](/Occupations/Ophthalmic_Laboratory_Technicians) — engages in · Occupations
- [Coating, Painting, and Spraying Machine Setters, Operators, and Tenders](/Occupations/Coating,_Painting,_and_Spraying_Machine_Setters,_Operators,_and_Tenders) — engages in · Occupations
- [Jewelers and Precious Stone and Metal Workers](/Occupations/Jewelers_and_Precious_Stone_and_Metal_Workers) — engages in · Occupations
- [Dental Laboratory Technicians](/Occupations/Dental_Laboratory_Technicians) — engages in · Occupations
- [Semiconductor Processing Technicians](/Occupations/Semiconductor_Processing_Technicians) — engages in · Occupations
- [Medical Appliance Technicians](/Occupations/Medical_Appliance_Technicians) — engages in · Occupations
- [Inspectors, Testers, Sorters, Samplers, and Weighers](/Occupations/Inspectors,_Testers,_Sorters,_Samplers,_and_Weighers) — engages in · Occupations
- [Cutting and Slicing Machine Setters, Operators, and Tenders](/Occupations/Cutting_and_Slicing_Machine_Setters,_Operators,_and_Tenders) — engages in · Occupations
- [Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders](/Occupations/Furnace,_Kiln,_Oven,_Drier,_and_Kettle_Operators_and_Tenders) — engages in · Occupations
- [Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders](/Occupations/Extruding,_Forming,_Pressing,_and_Compacting_Machine_Setters,_Operators,_and_Tenders) — engages in · Occupations
- [Grinding and Polishing Workers, Hand](/Occupations/Grinding_and_Polishing_Workers,_Hand) — engages in · Occupations
- [Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders](/Occupations/Crushing,_Grinding,_and_Polishing_Machine_Setters,_Operators,_and_Tenders) — engages in · Occupations
- [Mixing and Blending Machine Setters, Operators, and Tenders](/Occupations/Mixing_and_Blending_Machine_Setters,_Operators,_and_Tenders) — engages in · Occupations
- [Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders](/Occupations/Separating,_Filtering,_Clarifying,_Precipitating,_and_Still_Machine_Setters,_Operators,_and_Tenders) — engages in · Occupations
- [Cutters and Trimmers, Hand](/Occupations/Cutters_and_Trimmers,_Hand) — engages in · Occupations
- [Plant and System Operators, All Other](/Occupations/Plant_and_System_Operators,_All_Other) — engages in · Occupations
- [Gas Plant Operators](/Occupations/Gas_Plant_Operators) — engages in · Occupations
- [Chemical Plant and System Operators](/Occupations/Chemical_Plant_and_System_Operators) — engages in · Occupations
- [Water and Wastewater Treatment Plant and System Operators](/Occupations/Water_and_Wastewater_Treatment_Plant_and_System_Operators) — engages in · Occupations
- [Stationary Engineers and Boiler Operators](/Occupations/Stationary_Engineers_and_Boiler_Operators) — engages in · Occupations
- [Chemical Equipment Operators and Tenders](/Occupations/Chemical_Equipment_Operators_and_Tenders) — engages in · Occupations
- [Petroleum Pump System Operators, Refinery Operators, and Gaugers](/Occupations/Petroleum_Pump_System_Operators,_Refinery_Operators,_and_Gaugers) — engages in · Occupations
- [Power Plant Operators](/Occupations/Power_Plant_Operators) — engages in · Occupations
- [Power Distributors and Dispatchers](/Occupations/Power_Distributors_and_Dispatchers) — engages in · Occupations
- [Nuclear Power Reactor Operators](/Occupations/Nuclear_Power_Reactor_Operators) — engages in · Occupations
- [Sawing Machine Setters, Operators, and Tenders, Wood](/Occupations/Sawing_Machine_Setters,_Operators,_and_Tenders,_Wood) — engages in · Occupations
- [Patternmakers, Wood](/Occupations/Patternmakers,_Wood) — engages in · Occupations
- [Model Makers, Wood](/Occupations/Model_Makers,_Wood) — engages in · Occupations
- [Cabinetmakers and Bench Carpenters](/Occupations/Cabinetmakers_and_Bench_Carpenters) — engages in · Occupations
- [Upholsterers](/Occupations/Upholsterers) — engages in · Occupations
- [Fabric and Apparel Patternmakers](/Occupations/Fabric_and_Apparel_Patternmakers) — engages in · Occupations
- [Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers](/Occupations/Extruding_and_Forming_Machine_Setters,_Operators,_and_Tenders,_Synthetic_and_Glass_Fibers) — engages in · Occupations
- [Furniture Finishers](/Occupations/Furniture_Finishers) — engages in · Occupations
- [Woodworking Machine Setters, Operators, and Tenders, Except Sawing](/Occupations/Woodworking_Machine_Setters,_Operators,_and_Tenders,_Except_Sawing) — engages in · Occupations
- [Print Binding and Finishing Workers](/Occupations/Print_Binding_and_Finishing_Workers) — engages in · Occupations
- [Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders](/Occupations/Textile_Winding,_Twisting,_and_Drawing_Out_Machine_Setters,_Operators,_and_Tenders) — engages in · Occupations
- [Textile Knitting and Weaving Machine Setters, Operators, and Tenders](/Occupations/Textile_Knitting_and_Weaving_Machine_Setters,_Operators,_and_Tenders) — engages in · Occupations
- [Textile Cutting Machine Setters, Operators, and Tenders](/Occupations/Textile_Cutting_Machine_Setters,_Operators,_and_Tenders) — engages in · Occupations
- [Textile Bleaching and Dyeing Machine Operators and Tenders](/Occupations/Textile_Bleaching_and_Dyeing_Machine_Operators_and_Tenders) — engages in · Occupations
- [Tailors, Dressmakers, and Custom Sewers](/Occupations/Tailors,_Dressmakers,_and_Custom_Sewers) — engages in · Occupations
- [Sewers, Hand](/Occupations/Sewers,_Hand) — engages in · Occupations
- [Shoe Machine Operators and Tenders](/Occupations/Shoe_Machine_Operators_and_Tenders) — engages in · Occupations
- [Sewing Machine Operators](/Occupations/Sewing_Machine_Operators) — engages in · Occupations
- [Pressers, Textile, Garment, and Related Materials](/Occupations/Pressers,_Textile,_Garment,_and_Related_Materials) — engages in · Occupations
- [Laundry and Dry-Cleaning Workers](/Occupations/Laundry_and_Dry-Cleaning_Workers) — engages in · Occupations
- [Shoe and Leather Workers and Repairers](/Occupations/Shoe_and_Leather_Workers_and_Repairers) — engages in · Occupations
- [Layout Workers, Metal and Plastic](/Occupations/Layout_Workers,_Metal_and_Plastic) — engages in · Occupations
- [Printing Press Operators](/Occupations/Printing_Press_Operators) — engages in · Occupations
- [Prepress Technicians and Workers](/Occupations/Prepress_Technicians_and_Workers) — engages in · Occupations
- [Tool Grinders, Filers, and Sharpeners](/Occupations/Tool_Grinders,_Filers,_and_Sharpeners) — engages in · Occupations
- [Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic](/Occupations/Heat_Treating_Equipment_Setters,_Operators,_and_Tenders,_Metal_and_Plastic) — engages in · Occupations
- [Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders](/Occupations/Welding,_Soldering,_and_Brazing_Machine_Setters,_Operators,_and_Tenders) — engages in · Occupations
- [Welders, Cutters, Solderers, and Brazers](/Occupations/Welders,_Cutters,_Solderers,_and_Brazers) — engages in · Occupations
- [Tool and Die Makers](/Occupations/Tool_and_Die_Makers) — engages in · Occupations
- [Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic](/Occupations/Multiple_Machine_Tool_Setters,_Operators,_and_Tenders,_Metal_and_Plastic) — engages in · Occupations
- [Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic](/Occupations/Molding,_Coremaking,_and_Casting_Machine_Setters,_Operators,_and_Tenders,_Metal_and_Plastic) — engages in · Occupations
- [Plating Machine Setters, Operators, and Tenders, Metal and Plastic](/Occupations/Plating_Machine_Setters,_Operators,_and_Tenders,_Metal_and_Plastic) — engages in · Occupations
- [Foundry Mold and Coremakers](/Occupations/Foundry_Mold_and_Coremakers) — engages in · Occupations
- [Patternmakers, Metal and Plastic](/Occupations/Patternmakers,_Metal_and_Plastic) — engages in · Occupations
- [Rolling Machine Setters, Operators, and Tenders, Metal and Plastic](/Occupations/Rolling_Machine_Setters,_Operators,_and_Tenders,_Metal_and_Plastic) — engages in · Occupations
- [Metal-Refining Furnace Operators and Tenders](/Occupations/Metal-Refining_Furnace_Operators_and_Tenders) — engages in · Occupations
- [Model Makers, Metal and Plastic](/Occupations/Model_Makers,_Metal_and_Plastic) — engages in · Occupations
- [Pourers and Casters, Metal](/Occupations/Pourers_and_Casters,_Metal) — engages in · Occupations
- [Machinists](/Occupations/Machinists) — engages in · Occupations
- [Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic](/Occupations/Milling_and_Planing_Machine_Setters,_Operators,_and_Tenders,_Metal_and_Plastic) — engages in · Occupations
- [Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic](/Occupations/Lathe_and_Turning_Machine_Tool_Setters,_Operators,_and_Tenders,_Metal_and_Plastic) — engages in · Occupations
- [Grinding/Lapping/Polishing/Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic](/Occupations/Grinding%2FLapping%2FPolishing%2FBuffing_Machine_Tool_Setters,_Operators,_and_Tenders,_Metal_and_Plastic) — engages in · Occupations
- [Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic](/Occupations/Drilling_and_Boring_Machine_Tool_Setters,_Operators,_and_Tenders,_Metal_and_Plastic) — engages in · Occupations
- [Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic](/Occupations/Cutting,_Punching,_and_Press_Machine_Setters,_Operators,_and_Tenders,_Metal_and_Plastic) — engages in · Occupations
- [Forging Machine Setters, Operators, and Tenders, Metal and Plastic](/Occupations/Forging_Machine_Setters,_Operators,_and_Tenders,_Metal_and_Plastic) — engages in · Occupations
- [Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic](/Occupations/Extruding_and_Drawing_Machine_Setters,_Operators,_and_Tenders,_Metal_and_Plastic) — engages in · Occupations
- [Food Cooking Machine Operators and Tenders](/Occupations/Food_Cooking_Machine_Operators_and_Tenders) — engages in · Occupations
- [Food Batchmakers](/Occupations/Food_Batchmakers) — engages in · Occupations
- [Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders](/Occupations/Food_and_Tobacco_Roasting,_Baking,_and_Drying_Machine_Operators_and_Tenders) — engages in · Occupations
- [Slaughterers and Meat Packers](/Occupations/Slaughterers_and_Meat_Packers) — engages in · Occupations
- [Meat, Poultry, and Fish Cutters and Trimmers](/Occupations/Meat,_Poultry,_and_Fish_Cutters_and_Trimmers) — engages in · Occupations
- [Butchers and Meat Cutters](/Occupations/Butchers_and_Meat_Cutters) — engages in · Occupations
- [Bakers](/Occupations/Bakers) — engages in · Occupations
- [Timing Device Assemblers and Adjusters](/Occupations/Timing_Device_Assemblers_and_Adjusters) — engages in · Occupations
- [Fiberglass Laminators and Fabricators](/Occupations/Fiberglass_Laminators_and_Fabricators) — engages in · Occupations
- [Structural Metal Fabricators and Fitters](/Occupations/Structural_Metal_Fabricators_and_Fitters) — engages in · Occupations
- [Engine and Other Machine Assemblers](/Occupations/Engine_and_Other_Machine_Assemblers) — engages in · Occupations
- [Coil Winders, Tapers, and Finishers](/Occupations/Coil_Winders,_Tapers,_and_Finishers) — engages in · Occupations
- [Coin, Vending, and Amusement Machine Servicers and Repairers](/Occupations/Coin,_Vending,_and_Amusement_Machine_Servicers_and_Repairers) — engages in · Occupations
- [Wind Turbine Service Technicians](/Occupations/Wind_Turbine_Service_Technicians) — engages in · Occupations
- [Maintenance and Repair Workers, General](/Occupations/Maintenance_and_Repair_Workers,_General) — engages in · Occupations
- [Aircraft Structure, Surfaces, Rigging, and Systems Assemblers](/Occupations/Aircraft_Structure,_Surfaces,_Rigging,_and_Systems_Assemblers) — engages in · Occupations
- [First-Line Supervisors of Production and Operating Workers](/Occupations/First-Line_Supervisors_of_Production_and_Operating_Workers) — engages in · Occupations
- [Installation, Maintenance, and Repair Workers, All Other](/Occupations/Installation,_Maintenance,_and_Repair_Workers,_All_Other) — engages in · Occupations
- [Helpers--Installation, Maintenance, and Repair Workers](/Occupations/Helpers--Installation,_Maintenance,_and_Repair_Workers) — engages in · Occupations
- [Signal and Track Switch Repairers](/Occupations/Signal_and_Track_Switch_Repairers) — engages in · Occupations

### Automated by

- [Generate Analysis Report](/Action/Generate_Analysis_Report) — automated by · Action
- [Detect Patterns](/Action/Detect_Patterns) — automated by · Action
- [Data Analytics Platform](/Software/Data_Analytics_Platform) — automated by · Software
- [Business Intelligence Platform](/Software/Business_Intelligence_Platform) — automated by · Software

### Problems this exposes

- [ad-hoc pivot tables that can't be re-traced or audited when the conclusion is challenged](/Problems/ad-hoc_pivot_tables_that_can't_be_re-traced_or_audited_when_the_conclusion_is_challenged) — exposes problem · Problems
- [translating a stakeholder's vague question into a falsifiable, queryable metric definition](/Problems/translating_a_stakeholder's_vague_question_into_a_falsifiable,_queryable_metric_definition) — exposes problem · Problems
- [stale cached results silently driving decisions after the underlying source refreshes](/Problems/stale_cached_results_silently_driving_decisions_after_the_underlying_source_refreshes) — exposes problem · Problems
- [reconciling conflicting figures across spreadsheets, BI dashboards, and source extracts before any analysis can begin](/Problems/reconciling_conflicting_figures_across_spreadsheets,_BI_dashboards,_and_source_extracts_before_any_analysis_can_begin) — exposes problem · Problems
- [outlier and data-quality triage eating most of the analyst's time before modeling](/Problems/outlier_and_data-quality_triage_eating_most_of_the_analyst's_time_before_modeling) — exposes problem · Problems
- [Stale Intelligence Delivery](/Problems/Stale_Intelligence_Delivery) — exposes problem · Problems
- [Sourcing Quantitative Talent](/Problems/Sourcing_Quantitative_Talent) — exposes problem · Problems
- [Runaway Cloud Compute Costs](/Problems/Runaway_Cloud_Compute_Costs) — exposes problem · Problems
- [Analytics Tooling Vendor Sprawl](/Problems/Analytics_Tooling_Vendor_Sprawl) — exposes problem · Problems
- [Dataset Validation Bottlenecks](/Problems/Dataset_Validation_Bottlenecks) — exposes problem · Problems
- [Masking PII In Analytics](/Problems/Masking_PII_In_Analytics) — exposes problem · Problems
- [Client Reporting Discrepancies](/Problems/Client_Reporting_Discrepancies) — exposes problem · Problems
- [Control Analytics Compute Costs](/Problems/Control_Analytics_Compute_Costs) — exposes problem · Problems
- [Unify Fragmented Data Silos](/Problems/Unify_Fragmented_Data_Silos) — exposes problem · Problems
- [Improve Churn Prediction Accuracy](/Problems/Improve_Churn_Prediction_Accuracy) — exposes problem · Problems
- [Correct Flawed Lead Scoring](/Problems/Correct_Flawed_Lead_Scoring) — exposes problem · Problems
- [Accelerate Time To Insight](/Problems/Accelerate_Time_To_Insight) — exposes problem · Problems
- [Reduce Analyst Attrition](/Problems/Reduce_Analyst_Attrition) — exposes problem · Problems
- [Prevent Privacy Compliance Breaches](/Problems/Prevent_Privacy_Compliance_Breaches) — exposes problem · Problems

### Outsourced to

- [Data Services Provider](/CompanyTypes/Data_Services_Provider) — outsourced to · CompanyTypes
- [Analytics Consultancy](/CompanyTypes/Analytics_Consultancy) — outsourced to · CompanyTypes

### Delivered by

- [Business Analyst](/JobTypes/Business_Analyst) — delivered by · JobTypes
- [Data Analyst](/JobTypes/Data_Analyst) — delivered by · JobTypes
- [Business Intelligence](/Departments/Business_Intelligence) — delivered by · Departments
- [Analytics](/Departments/Analytics) — delivered by · Departments

### Latent gaps

- [PII Anonymization Proxy](/Opportunities/PII_Anonymization_Proxy) — latent gap · Opportunities
- [Report Reconciliation Agent](/Opportunities/Report_Reconciliation_Agent) — latent gap · Opportunities
- [AI Quantitative Analyst](/Opportunities/AI_Quantitative_Analyst) — latent gap · Opportunities
- [Autonomous Data Validation](/Opportunities/Autonomous_Data_Validation) — latent gap · Opportunities
- [Compute Optimization Engine](/Opportunities/Compute_Optimization_Engine) — latent gap · Opportunities
- [On-Demand Intelligence Desk](/Opportunities/On-Demand_Intelligence_Desk) — latent gap · Opportunities
- [Embedded Intelligence Layer](/Opportunities/Embedded_Intelligence_Layer) — latent gap · Opportunities
- [Turnkey Analytics Bureau](/Opportunities/Turnkey_Analytics_Bureau) — latent gap · Opportunities
- [Autonomous Query Router](/Opportunities/Autonomous_Query_Router) — latent gap · Opportunities
- [Synthetic Data Gateway](/Opportunities/Synthetic_Data_Gateway) — latent gap · Opportunities
- [Semantic Pipeline Stressor](/Opportunities/Semantic_Pipeline_Stressor) — latent gap · Opportunities
- [Signal Model](/Opportunities/Signal_Model) — latent gap · Opportunities
- [Vault Ledger](/Opportunities/Vault_Ledger) — latent gap · Opportunities
- [Logic Loom](/Opportunities/Logic_Loom) — latent gap · Opportunities
- [Query Trim](/Opportunities/Query_Trim) — latent gap · Opportunities
- [Schema Mesh](/Opportunities/Schema_Mesh) — latent gap · Opportunities