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CreditCard_Transactions_MerchantCredits.py
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CreditCard_Transactions_MerchantCredits.py
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#Developer : Ivana Donevska
#Date : 2015-12-10
#Program Name : Credit Card Transactions Scenario - Green Risk with Credits only
#Version# :1
#Description : Code that generates transactions based on risk criteria below
#-----------------------------------------------------------------------------
# History | ddmmyyyy | User | Changes
# | 11122015 | Ivana D. | Intial Coding Steps
#
#-----------------------------------------------------------------------------*/
import python_account_ID
from random import randrange
from random import random
import random
from datetime import datetime
from random import shuffle
from faker import Faker
from barnum import gen_data
import csv
from datetime import date, timedelta
fake = Faker()
#Green Transactions are defined by Merchant Category, Transaction Types and Country.
#Merchant Category is divided into three risk categories per senor Kamin's best judgement. As a reference we used MCC (Merchant Category Codes)
#Just like MCC - Transaction Types were divided by risk and their frequencies were distributed accordingly.
#Tran Type Percentage Distribution Table:
#Transaction Type Green Yellow Red
#Cash Advance 5 15 20
#Cash Payment 5 10 20
#Purchase 57 37 20
#Payment 20 10 5
#Payment Reversal 1 5 0
#Wire Transfer 3 0 10
#Void 3 10 0
#Refund 3 10 15
#ACH 3 3 10
# 100 100 100
#Country Risk is distrubuted in three categories from the US AML Risk Guide Table
Merchant_Category = ['742', '763', '780', '1520', '1711', '1731', '1740', '1750', '1761', '1771', '1799', '2741', '2791', '2842', '3000', '3001', '3002', '3003', '3004', '3005', '3006', '3007', '3008', '3009', '3010', '3011', '3012', '3013', '3014', '3015', '3016', '3017', '3018', '3019', '3020', '3021', '3022', '3023', '3024', '3025', '3026', '3027', '3028', '3029', '3030', '3031', '3032', '3033', '3034', '3035', '3036', '3037', '3038', '3039', '3040', '3041', '3042', '3043', '3044', '3045', '3046', '3047', '3048', '3049', '3050', '3051', '3052', '3053', '3054', '3055', '3056', '3057', '3058', '3059', '3060', '3061', '3062', '3063', '3064', '3065', '3066', '3067', '3068', '3069', '3070', '3071', '3072', '3073', '3074', '3075', '3076', '3077', '3078', '3079', '3080', '3081', '3082', '3083', '3084', '3085', '3086', '3087', '3088', '3089', '3090', '3091', '3092', '3093', '3094', '3095', '3096', '3097', '3098', '3099', '3100', '3101', '3102', '3103', '3104', '3105', '3106', '3107', '3108', '3109', '3110', '3111', '3112', '3113', '3114', '3115', '3116', '3117', '3118', '3119', '3120', '3121', '3122', '3123', '3124', '3125', '3126', '3127', '3128', '3129', '3130', '3131', '3132', '3133', '3134', '3135', '3136', '3137', '3138', '3139', '3140', '3141', '3142', '3143', '3144', '3145', '3146', '3147', '3148', '3149', '3150', '3151', '3152', '3153', '3154', '3155', '3156', '3157', '3158', '3159', '3160', '3161', '3162', '3163', '3164', '3165', '3166', '3167', '3168', '3169', '3170', '3171', '3172', '3173', '3174', '3175', '3176', '3177', '3178', '3179', '3180', '3181', '3182', '3183', '3184', '3185', '3186', '3187', '3188', '3189', '3190', '3191', '3192', '3193', '3194', '3195', '3196', '3197', '3198', '3199', '3200', '3201', '3202', '3203', '3204', '3205', '3206', '3207', '3208', '3209', '3210', '3211', '3212', '3213', '3214', '3215', '3216', '3217', '3218', '3219', '3220', '3221', '3222', '3223', '3224', '3225', '3226', '3227', '3228', '3229', '3230', '3231', '3232', '3233', '3234', '3235', '3236', '3237', '3238', '3239', '3240', '3241', '3242', '3243', '3244', '3245', '3246', '3247', '3248', '3249', '3250', '3251', '3252', '3253', '3254', '3255', '3256', '3257', '3258', '3259', '3260', '3261', '3262', '3263', '3264', '3265', '3266', '3267', '3268', '3269', '3270', '3271', '3272', '3273', '3274', '3275', '3276', '3277', '3278', '3279', '3280', '3281', '3282', '3283', '3284', '3285', '3286', '3287', '3288', '3289', '3290', '3291', '3292', '3293', '3294', '3295', '3296', '3297', '3298', '3299', '3351', '3352', '3353', '3354', '3355', '3356', '3357', '3358', '3359', '3360', '3361', '3362', '3363', '3364', '3365', '3366', '3367', '3368', '3369', '3370', '3371', '3372', '3373', '3374', '3375', '3376', '3377', '3378', '3379', '3380', '3381', '3382', '3383', '3384', '3385', '3386', '3387', '3388', '3389', '3390', '3391', '3392', '3393', '3394', '3395', '3396', '3397', '3398', '3399', '3400', '3401', '3402', '3403', '3404', '3405', '3406', '3407', '3408', '3409', '3410', '3411', '3412', '3413', '3414', '3415', '3416', '3417', '3418', '3419', '3420', '3421', '3422', '3423', '3424', '3425', '3426', '3427', '3428', '3429', '3430', '3431', '3432', '3433', '3434', '3435', '3436', '3437', '3438', '3439', '3440', '3441', '3501', '3502', '3503', '3504', '3505', '3506', '3507', '3508', '3509', '3510', '3511', '3512', '3513', '3514', '3515', '3516', '3517', '3518', '3519', '3520', '3521', '3522', '3523', '3524', '3525', '3526', '3527', '3528', '3529', '3530', '3531', '3532', '3533', '3534', '3535', '3536', '3537', '3538', '3539', '3540', '3541', '3542', '3543', '3544', '3545', '3546', '3547', '3548', '3549', '3550', '3551', '3552', '3553', '3554', '3555', '3556', '3557', '3558', '3559', '3560', '3561', '3562', '3563', '3564', '3565', '3566', '3567', '3568', '3569', '3570', '3571', '3572', '3573', '3574', '3575', '3576', '3577', '3578', '3579', '3580', '3581', '3582', '3583', '3584', '3585', '3586', '3587', '3588', '3589', '3590', '3591', '3592', 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'7523', '7534', '7549', '7622', '7623', '7629', '7641', '7692', '7829', '7832', '7841', '7911', '7922', '7929', '7932', '7933', '7941', '7991', '7992', '7993', '7996', '7997', '7998', '7999', '8011', '8021', '8031', '8041', '8042', '8043', '8049', '8050', '8062', '8071', '8099', '8111', '8211', '8220', '8241', '8244', '8249', '8299', '8351', '8641', '8651', '8675', '8699', '8734', '8911', '8931', '8999', '9211', '9222', '9223', '9311', '9399', '9402', '9405']
Transaction_Type_Credits = ['Cash Payment','Payment','Payment Reversal','Wire Transfer']
Country = ['AG', 'AM', 'AU', 'AT', 'BT', 'BQ', 'CA', 'CV', 'CL', 'CX', 'CC', 'DK', 'DJ', 'EE', 'FO', 'FJ', 'DE', 'GL', 'VA', 'HK', 'IS', 'IT', 'LV', 'MU', 'NL', 'NF', 'OM', 'PR', 'AX', 'AS', 'BE', 'FK', 'FI', 'FR', 'GF', 'PF', 'GP', 'GU', 'HU', 'IE', 'LT', 'MQ', 'YT', 'NC', 'MP', 'NO', 'PN', 'PT', 'RE', 'BL', 'SH', 'MF', 'PM', 'SM', 'SI', 'SJ', 'SE', 'CH', 'TV', 'GB', 'US', 'VI', 'WF']
All_Merchant_Cat = {'742':'Veterinary Services',
'763':'Agricultural Cooperative',
'780':'Landscaping Services',
'1520':'General Contractors',
'1711':'Heating, Plumbing, A/C',
'1731':'Electrical Contractors',
'1740':'Masonry, Stonework, and Plaster',
'1750':'Carpentry Contractors',
'1761':'Roofing/Siding, Sheet Metal',
'1771':'Concrete Work Contractors',
'1799':'Special Trade Contractors',
'2741':'Miscellaneous Publishing and Printing',
'2791':'Typesetting, Plate Making, and Related Services',
'2842':'Specialty Cleaning',
'3000':'Airlines',
'3001':'Airlines',
'3002':'Airlines',
'3003':'Airlines',
'3004':'Airlines',
'3005':'Airlines',
'3006':'Airlines',
'3007':'Airlines',
'3008':'Airlines',
'3009':'Airlines',
'3010':'Airlines',
'3011':'Airlines',
'3012':'Airlines',
'3013':'Airlines',
'3014':'Airlines',
'3015':'Airlines',
'3016':'Airlines',
'3017':'Airlines',
'3018':'Airlines',
'3019':'Airlines',
'3020':'Airlines',
'3021':'Airlines',
'3022':'Airlines',
'3023':'Airlines',
'3024':'Airlines',
'3025':'Airlines',
'3026':'Airlines',
'3027':'Airlines',
'3028':'Airlines',
'3029':'Airlines',
'3030':'Airlines',
'3031':'Airlines',
'3032':'Airlines',
'3033':'Airlines',
'3034':'Airlines',
'3035':'Airlines',
'3036':'Airlines',
'3037':'Airlines',
'3038':'Airlines',
'3039':'Airlines',
'3040':'Airlines',
'3041':'Airlines',
'3042':'Airlines',
'3043':'Airlines',
'3044':'Airlines',
'3045':'Airlines',
'3046':'Airlines',
'3047':'Airlines',
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'3762':'Hotels/Motels/Inns/Resorts',
'3763':'Hotels/Motels/Inns/Resorts',
'3764':'Hotels/Motels/Inns/Resorts',
'3765':'Hotels/Motels/Inns/Resorts',
'3766':'Hotels/Motels/Inns/Resorts',
'3767':'Hotels/Motels/Inns/Resorts',
'3768':'Hotels/Motels/Inns/Resorts',
'3769':'Hotels/Motels/Inns/Resorts',
'3770':'Hotels/Motels/Inns/Resorts',
'3771':'Hotels/Motels/Inns/Resorts',
'3772':'Hotels/Motels/Inns/Resorts',
'3773':'Hotels/Motels/Inns/Resorts',
'3774':'Hotels/Motels/Inns/Resorts',
'3775':'Hotels/Motels/Inns/Resorts',
'3776':'Hotels/Motels/Inns/Resorts',
'3777':'Hotels/Motels/Inns/Resorts',
'3778':'Hotels/Motels/Inns/Resorts',
'3779':'Hotels/Motels/Inns/Resorts',
'3780':'Hotels/Motels/Inns/Resorts',
'3781':'Hotels/Motels/Inns/Resorts',
'3782':'Hotels/Motels/Inns/Resorts',
'3783':'Hotels/Motels/Inns/Resorts',
'3784':'Hotels/Motels/Inns/Resorts',
'3785':'Hotels/Motels/Inns/Resorts',
'3786':'Hotels/Motels/Inns/Resorts',
'3787':'Hotels/Motels/Inns/Resorts',
'3788':'Hotels/Motels/Inns/Resorts',
'3789':'Hotels/Motels/Inns/Resorts',
'3790':'Hotels/Motels/Inns/Resorts',
'4011':'Railroads',
'4111':'Commuter Transport, Ferries',
'4112':'Passenger Railways',
'4119':'Ambulance Services',
'4121':'Taxicabs/Limousines',
'4131':'Bus Lines',
'4214':'Motor Freight Carriers and Trucking Local and Long Distance Moving and Storage Companies and Local Delivery Services',
'4215':'Courier Services',
'4225':'Public Warehousing and Storage Farm Products Refrigerated Goods Household Goods and Storage',
'4411':'Cruise Lines',
'4457':'Boat Rentals and Leases',
'4468':'Marinas/ Service and Supplies',
'4511':'Airlines/ Air Carriers',
'4582':'Airports/ Flying Fields',
'4722':'Travel Agencies/ Tour Operators',
'4723':'TUI Travel - Germany',
'4784':'Tolls/Bridge Fees',
'4789':'Transportation Services (Not Elsewhere Classified)',
'4812':'Telecommunication Equipment and Telephone Sales',
'4814':'Telecommunication Services',
'4816':'Computer Network Services',
'4821':'Telegraph Services',
'4829':'Wires, Money Orders',
'4899':'Cable/ Satellite, and Other Pay Television and Radio',
'4900':'Utilities',
'5013':'Motor Vehicle Supplies and New Parts',
'5021':'Office and Commercial Furniture',
'5039':'Construction Materials (Not Elsewhere Classified)',
'5044':'Photographic, Photocopy, Microfilm Equipment, and Supplies',
'5045':'Computers, Peripherals, and Software',
'5046':'Commercial Equipment (Not Elsewhere Classified)',
'5047':'Medical, Dental, Ophthalmic, and Hospital Equipment and Supplies',
'5051':'Metal Service Centers',
'5065':'Electrical Parts and Equipment',
'5072':'Hardware, Equipment, and Supplies',
'5074':'Plumbing, Heating Equipment, and Supplies',
'5085':'Industrial Supplies (Not Elsewhere Classified)',
'5094':'Precious Stones and Metals, Watches and Jewelry',
'5099':'Durable Goods (Not Elsewhere Classified)',
'5111':'Stationary, Office Supplies, Printing and Writing Paper',
'5122':'Drugs, Drug Proprietaries, and Druggist Sundries',
'5131':'Piece Goods, Notions, and Other Dry Goods',
'5137':'Uniforms, Commercial Clothing',
'5139':'Commercial Footwear',
'5169':'Chemicals and Allied Products (Not Elsewhere Classified)',
'5172':'Petroleum and Petroleum Products',
'5192':'Books, Periodicals, and Newspapers',
'5193':'Florists Supplies, Nursery Stock, and Flowers',
'5198':'Paints, Varnishes, and Supplies',
'5199':'Nondurable Goods (Not Elsewhere Classified)',
'5200':'Home Supply Warehouse Stores',
'5211':'Lumber, Building Materials Stores',
'5231':'Glass, Paint, and Wallpaper Stores',
'5251':'Hardware Stores',
'5261':'Nurseries, Lawn and Garden Supply Stores',
'5271':'Mobile Home Dealers',
'5300':'Wholesale Clubs',
'5309':'Duty Free Stores',
'5310':'Discount Stores',
'5311':'Department Stores',
'5331':'Variety Stores',
'5399':'Miscellaneous General Merchandise',
'5411':'Grocery Stores, Supermarkets',
'5422':'Freezer and Locker Meat Provisioners',
'5441':'Candy, Nut, and Confectionery Stores',
'5451':'Dairy Products Stores',
'5462':'Bakeries',
'5499':'Miscellaneous Food Stores Convenience Stores and Specialty Markets',
'5511':'Car & Truck Dealers (New / Used) Sales, Service, Repairs Parts and Leasing',
'5521':'Car & Truck Dealers (Used Only) Sales, Service, Repairs Parts and Leasing',
'5531':'Auto and Home Supply Stores',
'5532':'Automotive Tire Stores',
'5533':'Automotive Parts and Accessories Stores',
'5541':'Service Stations',
'5542':'Automated Fuel Dispensers',
'5551':'Boat Dealers',
'5561':'Camper, Recreational and Utility Trailer Dealers',
'5571':'Motorcycle Shops and Dealers',
'5592':'Motor Homes Dealers',
'5598':'Snowmobile Dealers',
'5599':'Miscellaneous Auto Dealers',
'5611':'Mens and Boys Clothing and Accessories Stores',
'5621':'Womens Ready-To-Wear Stores',
'5631':'Womens Accessory and Specialty Shops',
'5641':'Childrens and Infants Wear Stores',
'5651':'Family Clothing Stores',
'5655':'Sports and Riding Apparel Stores',
'5661':'Shoe Stores',
'5681':'Furriers and Fur Shops',
'5691':'Mens, Womens Clothing Stores',
'5697':'Tailors, Alterations',
'5698':'Wig and Toupee Stores',
'5699':'Miscellaneous Apparel and Accessory Shops',
'5712':'Furniture, Home Furnishings, and Equipment Stores, Except Appliances',
'5713':'Floor Covering Stores',
'5714':'Drapery, Window Covering, and Upholstery Stores',
'5718':'Fireplace, Fireplace Screens, and Accessories Stores',
'5719':'Miscellaneous Home Furnishing Specialty Stores',
'5722':'Household Appliance Stores',
'5732':'Electronics Stores',
'5733':'Music Stores-Musical Instruments, Pianos, and Sheet Music',
'5734':'Computer Software Stores',
'5735':'Record Stores',
'5811':'Caterers',
'5812':'Eating Places, Restaurants',
'5813':'Drinking Places',
'5814':'Fast Food Restaurants',
'5912':'Drug Stores and Pharmacies',
'5921':'Package Stores/Beer, Wine, and Liquor',
'5931':'Used Merchandise and Secondhand Stores',
'5932':'Antique Shops',
'5933':'Pawn Shops',
'5935':'Wrecking and Salvage Yards',
'5937':'Antique Reproductions',
'5940':'Bicycle Shops',
'5941':'Sporting Goods Stores',
'5942':'Book Stores',
'5943':'Stationery Stores, Office, and School Supply Stores',
'5944':'Jewelry Stores, Watches, Clocks, and Silverware Stores',
'5945':'Hobby, Toy, and Game Shops',
'5946':'Camera and Photographic Supply Stores',
'5947':'Gift, Card, Novelty, and Souvenir Shops',
'5948':'Luggage and Leather Goods Stores',
'5949':'Sewing, Needlework, Fabric, and Piece Goods Stores',
'5950':'Glassware, Crystal Stores',
'5960':'Direct Marketing Insurance Services',
'5962':'Direct Marketing Travel',
'5963':'Door To Door Sales',
'5964':'Direct Marketing Catalog Merchant',
'5965':'Direct Marketing Combination Catalog and Retail Merchant',
'5966':'Direct Marketing Outbound Tele',
'5967':'Direct Marketing Inbound Tele',
'5968':'Direct Marketing Subscription',
'5969':'Direct Marketing Other',
'5970':'Artists Supply and Craft Shops',
'5971':'Art Dealers and Galleries',
'5972':'Stamp and Coin Stores',
'5973':'Religious Goods Stores',
'5975':'Hearing Aids Sales and Supplies',
'5976':'Orthopedic Goods Prosthetic Devices',
'5977':'Cosmetic Stores',
'5978':'Typewriter Stores',
'5983':'Fuel Dealers (Non Automotive)',
'5992':'Florists',
'5993':'Cigar Stores and Stands',
'5994':'News Dealers and Newsstands',
'5995':'Pet Shops, Pet Food, and Supplies',
'5996':'Swimming Pools Sales',
'5997':'Electric Razor Stores',
'5998':'Tent and Awning Shops',
'5999':'Miscellaneous Specialty Retail',
'6010':'Manual Cash Disburse',
'6011':'Automated Cash Disburse',
'6012':'Financial Institutions',
'6051':'Non Fl, Money Orders',
'6211':'Security Brokers/Dealers',
'6300':'Insurance Underwriting, Premiums',
'6399':'Insurance Default',
'6513':'Real Estate Agents and Managers - Rentals',
'7011':'Hotels, Motels, and Resorts',
'7012':'Timeshares',
'7032':'Sporting/Recreation Camps',
'7033':'Trailer Parks, Campgrounds',
'7210':'Laundry, Cleaning Services',
'7211':'Laundries',
'7216':'Dry Cleaners',
'7217':'Carpet/Upholstery Cleaning',
'7221':'Photographic Studios',
'7230':'Barber and Beauty Shops',
'7251':'Shoe Repair/Hat Cleaning',
'7261':'Funeral Services, Crematories',
'7273':'Dating/Escort Services',
'7276':'Tax Preparation Services',
'7277':'Counseling Services',
'7278':'Buying/Shopping Services',
'7296':'Clothing Rental',
'7297':'Massage Parlors',
'7298':'Health and Beauty Spas',
'7299':'Miscellaneous General Services',
'7311':'Advertising Services',
'7321':'Credit Reporting Agencies',
'7333':'Commercial Photography, Art and Graphics',
'7338':'Quick Copy, Repro, and Blueprint',
'7339':'Secretarial Support Services',
'7342':'Exterminating Services',
'7349':'Cleaning and Maintenance',
'7361':'Employment/Temp Agencies',
'7372':'Computer Programming',
'7375':'Information Retrieval Services',
'7379':'Computer Repair',
'7392':'Consulting, Public Relations',
'7393':'Detective Agencies',
'7394':'Equipment Rental',
'7395':'Photo Developing',
'7399':'Miscellaneous Business Services',
'7511':'Truck Stop',
'7512':'Car Rental Agencies',
'7513':'Truck/Utility Trailer Rentals',
'7519':'Recreational Vehicle Rentals',
'7523':'Parking Lots, Garages',
'7531':'Auto Body Repair Shops',
'7534':'Tire Retreading and Repair',
'7535':'Auto Paint Shops',
'7538':'Auto Service Shops',
'7542':'Car Washes',
'7549':'Towing Services',
'7622':'Electronics Repair Shops',
'7623':'A/C, Refrigeration Repair',
'7629':'Small Appliance Repair',
'7631':'Watch/Jewelry Repair',
'7641':'Furniture Repair, Refinishing',
'7692':'Welding Repair',
'7699':'Miscellaneous Repair Shops',
'7829':'Picture/Video Production',
'7832':'Motion Picture Theaters',
'7841':'Video Tape Rental Stores',
'7911':'Dance Hall, Studios, Schools',
'7922':'Theatrical Ticket Agencies',
'7929':'Bands, Orchestras',
'7932':'Billiard/Pool Establishments',
'7933':'Bowling Alleys',
'7941':'Sports Clubs/Fields',
'7991':'Tourist Attractions and Exhibits',
'7992':'Golf Courses Public',
'7993':'Video Amusement Game Supplies',
'7994':'Video Game Arcades',
'7995':'Betting/Casino Gambling',
'7996':'Amusement Parks/Carnivals',
'7997':'Country Clubs',
'7998':'Aquariums',
'7999':'Miscellaneous Recreation Services',
'8011':'Doctors',
'8021':'Dentists, Orthodontists',
'8031':'Osteopaths',
'8041':'Chiropractors',
'8042':'Optometrists, Ophthalmologists',
'8043':'Opticians, Eyeglasses',
'8049':'Chiropodists, Podiatrists',
'8050':'Nursing/Personal Care',
'8062':'Hospitals',
'8071':'Medical and Dental Labs',
'8099':'Medical Services',
'8111':'Legal Services, Attorneys',
'8211':'Elementary, Secondary Schools',
'8220':'Colleges, Universities',
'8241':'Correspondence Schools',
'8244':'Business/Secretarial Schools',
'8249':'Vocational/Trade Schools',
'8299':'Educational Services',
'8351':'Child Care Services',
'8398':'Charitable and Social Service Organizations Fundraising',
'8641':'Civic, Social, Fraternal Associations',
'8651':'Political Organizations',
'8675':'Automobile Associations',
'8699':'Membership Organizations',
'8734':'Testing Laboratories',
'8911':'Architectural/Surveying Services',
'8931':'Accounting/Bookkeeping Services',
'8999':'Professional Services',