{ "sector_num_map": { "Technology": 0, "Healthcare": 1, "Utilities": 2, "Industrials": 3, "Basic Materials": 4, "Consumer Cyclical": 5, "Consumer Defensive": 6, "Energy": 7, "Communication Services": 8, "Financial Services": 9, "Real Estate": 10 }, "dummy_num_dict": { "abcd": 0, "efgh": 1, "ijkl": 2, "mnop": 3, "qrst": 4 }, "industry_num_map": { "Thermal Coal": 0, "Oil & Gas Integrated": 1, "Oil & Gas Refining & Marketing": 2, "Uranium": 3, "Oil & Gas Equipment & Services": 4, "Oil & Gas E&P": 5, "Oil & Gas Midstream": 6, "Oil & Gas Drilling": 7, "Aluminum": 8, "Steel": 9, "Specialty Chemicals": 10, "Chemicals": 11, "Paper & Paper Products": 12, "Lumber & Wood Production": 13, "Building Materials": 14, "Agricultural Inputs": 15, "Other Industrial Metals & Mining": 16, "Coking Coal": 17, "Copper": 18, "Other Precious Metals & Mining": 19, "Gold": 20, "Silver": 21, "Marine Shipping": 22, "Integrated Freight & Logistics": 23, "Trucking": 24, "Railroads": 25, "Airlines": 26, "Farm & Heavy Construction Machinery": 27, "Industrial Distribution": 28, "Rental & Leasing Services": 29, "Aerospace & Defense": 30, "Specialty Industrial Machinery": 31, "Waste Management": 32, "Electrical Equipment & Parts": 33, "Airports & Air Services": 34, "Pollution & Treatment Controls": 35, "Conglomerates": 36, "Tools & Accessories": 37, "Engineering & Construction": 38, "Metal Fabrication": 39, "Building Products & Equipment": 40, "Specialty Business Services": 41, "Security & Protection Services": 42, "Consulting Services": 43, "Staffing & Employment Services": 44, "Business Equipment & Supplies": 45, "Infrastructure Operations": 46, "Utilities - Regulated Electric": 47, "Utilities - Independent Power Producers": 48, "Utilities - Diversified": 49, "Utilities - Regulated Gas": 50, "Utilities - Renewable": 51, "Utilities - Regulated Water": 52, "Recreational Vehicles": 53, "Auto Manufacturers": 54, "Auto & Truck Dealerships": 55, "Auto Parts": 56, "Footwear & Accessories": 57, "Apparel Manufacturing": 58, "Specialty Retail": 59, "Furnishings, Fixtures & Appliances": 60, "Luxury Goods": 61, "Internet Retail": 62, "Travel Services": 63, "Leisure": 64, "Packaging & Containers": 65, "Home Improvement Retail": 66, "Apparel Retail": 67, "Textile Manufacturing": 68, "Department Stores": 69, "Residential Construction": 70, "Lodging": 71, "Restaurants": 72, "Gambling": 73, "Personal Services": 74, "Resorts & Casinos": 75, "Confectioners": 76, "Beverages - Non - Alcoholic": 77, "Packaged Foods": 78, "Food Distribution": 79, "Household & Personal Products": 80, "Discount Stores": 81, "Grocery Stores": 82, "Tobacco": 83, "Beverages - Wineries & Distilleries": 84, "Beverages - Brewers": 85, "Farm Products": 86, "Education & Training Services": 87, "Electronics & Computer Distribution": 88, "Computer Hardware": 89, "Semiconductors": 90, "Electronic Components": 91, "Semiconductor Equipment & Materials": 92, "Consumer Electronics": 93, "Communication Equipment": 94, "Scientific & Technical Instruments": 95, "Information Technology Services": 96, "Solar": 97, "Software - Application": 98, "Software - Infrastructure": 99, "Broadcasting": 100, "Telecom Services": 101, "Advertising Agencies": 102, "Entertainment": 103, "Publishing": 104, "Internet Content & Information": 105, "Electronic Gaming & Multimedia": 106, "Medical Distribution": 107, "Drug Manufacturers - General": 108, "Pharmaceutical Retailers": 109, "Drug Manufacturers - Specialty & Generic": 110, "Medical Instruments & Supplies": 111, "Health Information Services": 112, "Medical Devices": 113, "Healthcare Plans": 114, "Diagnostics & Research": 115, "Biotechnology": 116, "Medical Care Facilities": 117, "Banks - Diversified": 118, "Banks - Regional": 119, "Financial Conglomerates": 120, "Credit Services": 121, "Insurance - Reinsurance": 122, "Mortgage Finance": 123, "Insurance - Diversified": 124, "Capital Markets": 125, "Insurance - Life": 126, "Insurance - Specialty": 127, "Insurance - Property & Casualty": 128, "Financial Data & Stock Exchanges": 129, "Insurance Brokers": 130, "Asset Management": 131, "Shell Companies": 132, "REIT - Mortgage": 133, "REIT - Healthcare Facilities": 134, "REIT - Retail": 135, "REIT - Diversified": 136, "REIT - Residential": 137, "REIT - Office": 138, "REIT - Industrial": 139, "REIT - Hotel & Motel": 140, "Real Estate - Diversified": 141, "Real Estate Services": 142, "REIT - Specialty": 143, "Real Estate - Development": 144 } }