Scovil and Sides Hardware Oklahoma City
I have a dataset for credit card transaction.
I split this dataset by group using below lawmaking
raw_data = pd.read_csv(dataset_path) # Load dataset # or read the dataset directly from data.world with the post-obit raw_data = pd.read_csv('https://query.information.world/s/xapduodvxrzul6tjrupmlqiot4bpex') groups = raw_data.groupby(listing(categories)) # Categories = ('Cardholder Terminal Name', 'Cardholder First Initial') Then I get size of each group using below code
size_of_groups = groups.size() Hither is the graph for you lot to see the distribution
What I want is divide this groups into quartiles(25%, 50%, 75%, 100%) and salve them into csv's.
Example path
Groups | |--1st_quartile # Size of grouping in this directory is in 1st quartile |--(Some Cardholder Last Proper noun, Some Cardholder Beginning Initial).csv |--(Some Cardholder Last Proper noun, Some Cardholder First Initial).csv |--(Some Cardholder Final Proper name, Some Cardholder First Initial).csv |--(Some Cardholder Last Proper noun, Some Cardholder Offset Initial).csv |--2nd_quartile # Size of group in this directory is in 2nd quartile |--(Some Cardholder Terminal Name, Some Cardholder First Initial).csv |--(Some Cardholder Last Name, Some Cardholder First Initial).csv |--3rd_quartile # Size of group in this directory is in 3rd quartile |--(Some Cardholder Last Name, Some Cardholder First Initial).csv |--(Some Cardholder Last Proper name, Some Cardholder First Initial).csv |--(Some Cardholder Last Name, Some Cardholder First Initial).csv |--4th_quartile |--(Some Cardholder Last Name, Some Cardholder First Initial) # Size of grouping in this directory is in 4th quartile |--(Some Cardholder Last Name, Some Cardholder First Initial).csv |--(Some Cardholder Terminal Name, Some Cardholder Get-go Initial).csv Sample data without link
,Year-Month,Agency Number,Agency Name,Cardholder Last Name,Cardholder First Initial,Description,Corporeality,Vendor,Transaction Engagement,Posted Date,Merchant Category Code (MCC) 0,201307,thou,OKLAHOMA Land University,Bricklayer,C,General Purchase,890.0,NACAS,07/30/2013 12:00:00 AM,07/31/2013 12:00:00 AM,CHARITABLE AND SOCIAL SERVICE ORGANIZATIONS 1,201307,1000,OKLAHOMA Land UNIVERSITY,Mason,C,ROOM CHARGES,368.96,SHERATON HOTEL,07/30/2013 12:00:00 AM,07/31/2013 12:00:00 AM,SHERATON 2,201307,1000,OKLAHOMA STATE UNIVERSITY,Massey,J,GENERAL Purchase,165.82,SEARS.COM 9300,07/29/2013 12:00:00 AM,07/31/2013 12:00:00 AM,DIRCT MARKETING/DIRCT MARKETERS--Not ELSEWHERE CLASSIFIED three,201307,1000,OKLAHOMA STATE Academy,Massey,T,GENERAL Purchase,96.39,WAL-MART #0137,07/30/2013 12:00:00 AM,07/31/2013 12:00:00 AM,"GROCERY STORES,AND SUPERMARKETS" 4,201307,g,OKLAHOMA Land University,Mauro-Herrera,M,HAMMERMILL COPY PLUS Re-create EA,125.96,STAPLES Directly,07/30/2013 12:00:00 AM,07/31/2013 12:00:00 AM,"STATIONERY, Office SUPPLIES, Printing AND WRITING Newspaper" five,201307,1000,OKLAHOMA STATE University,Mauro-Herrera,M,GENERAL PURCHASE,394.28,KYOCERA Document SOLUTION,07/29/2013 12:00:00 AM,07/31/2013 12:00:00 AM,"Function, PHOTOGRAPHIC, PHOTOCOPY, AND MICROFILM EQUIPMENT" vi,201307,1000,OKLAHOMA State UNIVERSITY,Mays,B,GENERAL Buy,xix.87,WAL-MART #0137,07/30/2013 12:00:00 AM,07/31/2013 12:00:00 AM,"GROCERY STORES,AND SUPERMARKETS" 7,201307,1000,OKLAHOMA Land Academy,Mays,B,Full general Purchase,ten.1,DAYLIGHT DONUTS,07/29/2013 12:00:00 AM,07/31/2013 12:00:00 AM,FAST Food RESTAURANTS 8,201307,one thousand,OKLAHOMA STATE UNIVERSITY,McCarthy,D,GENERAL Buy,142.6,UFIRST LAUNDRY SVCS,07/30/2013 12:00:00 AM,07/31/2013 12:00:00 AM,"MENS, WOMENS AND CHILDRENS UNIFORMS AND COMMERCIAL Article of clothing" 9,201307,1000,OKLAHOMA STATE UNIVERSITY,McClurg,L,AT&T SERVICE PAYMENT ITM,29.99,AT&T DATA,07/30/2013 12:00:00 AM,07/31/2013 12:00:00 AM,Telecommunications SERVICES ten,201307,m,OKLAHOMA Country UNIVERSITY,McGowin,R,Full general Buy,278.23,RANDY'S FOODS,07/29/2013 12:00:00 AM,07/31/2013 12:00:00 AM,FREEZER AND LOCKER MEAT PROVISIONERS xi,201307,grand,OKLAHOMA STATE UNIVERSITY,McKee,P,Full general Buy,127.viii,DEARINGER PRINTING & TROP,07/thirty/2013 12:00:00 AM,07/31/2013 12:00:00 AM,MISCELLANEOUS AND SPECIALTY RETAIL STORES 12,201307,k,OKLAHOMA State University,McLemore,A,GENERAL Buy,572.27,GIDDINGS MACHINE CO.,07/xxx/2013 12:00:00 AM,07/31/2013 12:00:00 AM,"COMMERCIAL EQUIPMENT, Not ELSEWHERE CLASSIFIED" 13,201307,1000,OKLAHOMA Land Academy,McMurry,S,fifty-LB PLAY SAND BAG|20 QT POTTING SOIL TIMBERL EA,12.9,LOWES #00241,07/30/2013 12:00:00 AM,07/31/2013 12:00:00 AM,HOME SUPPLY WAREHOUSE STORES xiv,201307,1000,OKLAHOMA STATE UNIVERSITY,Meints,K,GENERAL PURCHASE,445.0,OK DEPT OF VO-TECH ED,07/xxx/2013 12:00:00 AM,07/31/2013 12:00:00 AM,Authorities SERVICES--Non ELSEWHERE CLASSIFIED 15,201307,m,OKLAHOMA State UNIVERSITY,Mohiuddin,A,GENERAL PURCHASE,452.91,TFS THERMOASHEVILLE,07/31/2013 12:00:00 AM,07/31/2013 12:00:00 AM,DENTAL/LABORATORY/MEDICAL/OPHTHALMIC HOSP EQIP AND SUP. 16,201307,one thousand,OKLAHOMA STATE UNIVERSITY,Mohiuddin,I,Full general Purchase,2425.0,WESTERN EQUIPMENT ALVA,07/29/2013 12:00:00 AM,07/31/2013 12:00:00 AM,HARDWARE STORES 17,201307,one thousand,OKLAHOMA State University,Mohiuddin,I,Full general PURCHASE,2425.0,WESTERN EQUIPMENT ALVA,07/29/2013 12:00:00 AM,07/31/2013 12:00:00 AM,HARDWARE STORES eighteen,201307,chiliad,OKLAHOMA STATE UNIVERSITY,Mollenhauer,R,GENERAL PURCHASE,7.63,HOBBY-LOBBY #0005,07/29/2013 12:00:00 AM,07/31/2013 12:00:00 AM,"HOBBY,TOY,AND GAME STORES" 19,201307,yard,OKLAHOMA STATE Academy,MONTGOMERY,R,Full general PURCHASE,18.97,WAL-MART #0121,07/30/2013 12:00:00 AM,07/31/2013 12:00:00 AM,"GROCERY STORES,AND SUPERMARKETS" 20,201307,g,OKLAHOMA Land University,Morales,D,ROOM CHARGES,729.8,WESTIN DENVER DOWNTOWN,07/29/2013 12:00:00 AM,07/31/2013 12:00:00 AM,WESTIN HOTELS 21,201307,m,OKLAHOMA State UNIVERSITY,Morales,D,ROOM CHARGES,729.8,WESTIN DENVER DOWNTOWN,07/29/2013 12:00:00 AM,07/31/2013 12:00:00 AM,WESTIN HOTELS 22,201307,1000,OKLAHOMA STATE UNIVERSITY,Fokar,M,GENERAL PURCHASE,368.0,BIO RAD,07/26/2013 12:00:00 AM,07/29/2013 12:00:00 AM,DENTAL/LABORATORY/MEDICAL/OPHTHALMIC HOSP EQIP AND SUP. 23,201307,1000,OKLAHOMA STATE University,Forquer,Yard,GENERAL Purchase,nine.16,LOCKE SUPPLY - STILLWATER,07/26/2013 12:00:00 AM,07/29/2013 12:00:00 AM,HARDWARE STORES 24,201307,1000,OKLAHOMA STATE UNIVERSITY,Forquer,Grand,Full general PURCHASE,one.68,NAPA Car PARTS,07/26/2013 12:00:00 AM,07/29/2013 12:00:00 AM,AUTOMOTIVE PARTS AND ACCESSORIES STORES 25,201307,1000,OKLAHOMA STATE University,Foye,Southward,Full general Purchase,-30.0,"AFFYMETRIX, INC",07/26/2013 12:00:00 AM,07/29/2013 12:00:00 AM,DENTAL/LABORATORY/MEDICAL/OPHTHALMIC HOSP EQIP AND SUP. 26,201307,1000,OKLAHOMA STATE Academy,Foye,S,GENERAL Purchase,178.0,"AFFYMETRIX, INC",07/26/2013 12:00:00 AM,07/29/2013 12:00:00 AM,DENTAL/LABORATORY/MEDICAL/OPHTHALMIC HOSP EQIP AND SUP. 27,201307,1000,OKLAHOMA State University,Fry,A,GENERAL Buy,27.44,EXPERIAN,07/25/2013 12:00:00 AM,07/29/2013 12:00:00 AM,CONSUMER CREDIT REPORTING AGENCIES 28,201307,chiliad,OKLAHOMA Land UNIVERSITY,Gage,J,General PURCHASE,54.72,UFIRST LAUNDRY SVCS,07/26/2013 12:00:00 AM,07/29/2013 12:00:00 AM,"MENS, WOMENS AND CHILDRENS UNIFORMS AND COMMERCIAL CLOTHING" 29,201307,1000,OKLAHOMA State University,Gann,D,CYLCARBONDIOXIDEIND200CGA3 MO|CYLCARBONDIOXIDEIND3,112.8,AIRGAS CENTRAL,07/26/2013 12:00:00 AM,07/29/2013 12:00:00 AM,CHEMICALS AND Centrolineal PRODUCTS Non ELSEWHERE CLASSIFIED 30,201307,g,OKLAHOMA Country Academy,George,D,GENERAL PURCHASE,42.8,UCR - SPARE PARTS WAREHOU,07/26/2013 12:00:00 AM,07/29/2013 12:00:00 AM,"COMPUTERS, Reckoner PERIPHERAL EQUIPMENT, SOFTWARE" 31,201307,1000,OKLAHOMA Land Academy,Gerlt,T,GENERAL Purchase,145.0,OK MEDICAL BOARD,07/27/2013 12:00:00 AM,07/29/2013 12:00:00 AM,Authorities SERVICES--NOT ELSEWHERE CLASSIFIED 32,201307,1000,OKLAHOMA STATE Academy,Gerlt,T,General PURCHASE,33.49,TRAK1 TECHN,07/26/2013 12:00:00 AM,07/29/2013 12:00:00 AM,Professional person SERVICES NOT ELSEWHERE CLASSIFIED 33,201307,yard,OKLAHOMA STATE UNIVERSITY,Gerlt,T,GENERAL Buy,3582.0,TELVENT,07/26/2013 12:00:00 AM,07/29/2013 12:00:00 AM,BUSINESS SERVICES Non ELSEWHERE CLASSIFIED 34,201307,thousand,OKLAHOMA Land UNIVERSITY,Gladden,V,General Buy,154.69,UNITED REFRIG BR #75,07/26/2013 12:00:00 AM,07/29/2013 12:00:00 AM,"COMMERCIAL EQUIPMENT, Non ELSEWHERE CLASSIFIED" 35,201307,1000,OKLAHOMA STATE UNIVERSITY,GODSEY,R,GENERAL PURCHASE,407.85,OPTIMUM ENERGY PROD,07/26/2013 12:00:00 AM,07/29/2013 12:00:00 AM,HARDWARE STORES 36,201307,chiliad,OKLAHOMA Land UNIVERSITY,Golay,B,General PURCHASE,28.75,OPERON BIOTECHNOLOGIES I,07/26/2013 12:00:00 AM,07/29/2013 12:00:00 AM,DENTAL/LABORATORY/MEDICAL/OPHTHALMIC HOSP EQIP AND SUP. 37,201307,m,OKLAHOMA Land UNIVERSITY,Golay,B,MITSUBISHI One thousand-91HG GL CS,94.64,FISHER SCI HUS,07/27/2013 12:00:00 AM,07/29/2013 12:00:00 AM,DENTAL/LABORATORY/MEDICAL/OPHTHALMIC HOSP EQIP AND SUP. 38,201307,1000,OKLAHOMA STATE Academy,Golliver,J,GENERAL Buy,138.21,Business World Inc,07/26/2013 12:00:00 AM,07/29/2013 12:00:00 AM,"Stationery, Role SUPPLIES, Press AND WRITING PAPER" 39,201307,g,OKLAHOMA STATE UNIVERSITY,Gordon,D,Blood brother Printer MFC7860DW PCE,249.98,Amazon.com,07/26/2013 12:00:00 AM,07/29/2013 12:00:00 AM,Book STORES twoscore,201307,1000,OKLAHOMA State UNIVERSITY,Gourley,A,GENERAL Buy,25.65,NAPA AUTO PARTS,07/25/2013 12:00:00 AM,07/29/2013 12:00:00 AM,AUTOMOTIVE PARTS AND ACCESSORIES STORES 41,201307,1000,OKLAHOMA STATE University,Govindaraju,Due north,WRAP EA|WRAP EA|TIDY BUKET EA|FLEX CPLG EA|QWICK C,44.84,THE HOME DEPOT 3904,07/26/2013 12:00:00 AM,07/29/2013 12:00:00 AM,HOME SUPPLY WAREHOUSE STORES 42,201307,yard,OKLAHOMA STATE UNIVERSITY,Graffman,M,ROOM CHARGES,862.viii,COURTYARD Past MARRIOTT1103,07/26/2013 12:00:00 AM,07/29/2013 12:00:00 AM,COURTYARD Past MARRIOTT 43,201307,thou,OKLAHOMA STATE University,O'Neill,P,General Purchase,183.62,WWW.GREENFARMTOYS.COM,07/29/2013 12:00:00 AM,07/31/2013 12:00:00 AM,"HOBBY,TOY,AND GAME STORES" 44,201307,1000,OKLAHOMA STATE University,Constantine,G,General Purchase,157.five,I-CAR,07/25/2013 12:00:00 AM,07/26/2013 12:00:00 AM,SCHOOLS AND EDUCATIONAL SERVICES NOT ELSEWHERE CLASSIFIED 45,201307,yard,OKLAHOMA STATE Academy,Cowell,C,Full general Purchase,13.75,JAILHOUSE FEED Subcontract,07/24/2013 12:00:00 AM,07/26/2013 12:00:00 AM,"PET SHOPS,PET FOOD AND SUPPLIES" 46,201307,1000,OKLAHOMA State UNIVERSITY,Cross,A,GENERAL Buy,311.98,B&C Business organisation PRODUCTS,07/24/2013 12:00:00 AM,07/26/2013 12:00:00 AM,BUSINESS SERVICES Not ELSEWHERE CLASSIFIED 47,201307,1000,OKLAHOMA Country Academy,DALCOUR,K,GENERAL PURCHASE,1312.2,NATURAL Water Visitor LLC,07/24/2013 12:00:00 AM,07/26/2013 12:00:00 AM,Business organization SERVICES Non ELSEWHERE CLASSIFIED 48,201307,1000,OKLAHOMA Country University,DALCOUR,Grand,GENERAL PURCHASE,118.72,NATURAL WATER Company LLC,07/24/2013 12:00:00 AM,07/26/2013 12:00:00 AM,Business organisation SERVICES Not ELSEWHERE CLASSIFIED 49,201307,1000,OKLAHOMA Country UNIVERSITY,DALCOUR,Yard,GENERAL Purchase,914.0,AUTO-CHLOR SERVICES INC,07/24/2013 12:00:00 AM,07/26/2013 12:00:00 AM,Catalog MERCHANTS 442408,201406,98000,Thousand RIVER DAM AUTH.,Cardholder,due east,Full general PURCHASE,1305.4,MARMIC Fire & SAFETY C,06/19/2014 12:00:00 AM,06/20/2014 12:00:00 AM,"COMMERCIAL EQUIPMENT, Not ELSEWHERE CLASSIFIED" 442409,201406,98000,GRAND RIVER DAM AUTH.,Cardholder,e,Full general PURCHASE,9590.0,FAIRPOINT COMMUNICATIONS,06/19/2014 12:00:00 AM,06/20/2014 12:00:00 AM,Telecommunication SERVICES 442410,201406,98000,GRAND RIVER DAM AUTH.,Berry,C,ROOM CHARGES,188.0,EMBASSY SUITES NORMAN,06/xviii/2014 12:00:00 AM,06/19/2014 12:00:00 AM,EMBASSY SUITES 442411,201406,98000,GRAND RIVER DAM AUTH.,Berry,C,Depressed Ctr WhlT274.5 EA,129.5,WW GRAINGER,06/17/2014 12:00:00 AM,06/19/2014 12:00:00 AM,INDUSTRIAL SUPPLIES Not ELSEWHERE CLASSIFIED 442412,201406,98000,GRAND RIVER DAM AUTH.,Berry,C,ROOM CHARGES,251.iii,SHERATON DENVER,06/17/2014 12:00:00 AM,06/19/2014 12:00:00 AM,SHERATON 442413,201406,98000,Yard RIVER DAM AUTH.,Cole,Chiliad,GENERAL Buy,212.59,WALKER'South HARDWARE,06/xviii/2014 12:00:00 AM,06/19/2014 12:00:00 AM,HARDWARE STORES 442414,201406,98000,Thousand RIVER DAM AUTH.,Cole,Yard,General Purchase,58.25,HAMILL EQUIPMENT INC.,06/18/2014 12:00:00 AM,06/xix/2014 12:00:00 AM,MISCELLANEOUS REPAIR SHOPS AND RELATED SERVICES 442415,201406,98000,GRAND RIVER DAM AUTH.,Burrow,J,Full general PURCHASE,339.99,ACME TOOLS #110,06/16/2014 12:00:00 AM,06/xix/2014 12:00:00 AM,HARDWARE STORES 442416,201406,98000,1000 RIVER DAM AUTH.,Couch,J,Full general Purchase,372.v,SCOVIL & SIDES HARDWARE C,06/17/2014 12:00:00 AM,06/nineteen/2014 12:00:00 AM,HARDWARE STORES 442417,201406,98000,GRAND RIVER DAM AUTH.,Edmundson,Grand,General PURCHASE,11.04,QUANTIE SALES & SERVICE,06/17/2014 12:00:00 AM,06/19/2014 12:00:00 AM,"MISC. AUTOMOTIVE,Aircraft,AND FARM EQUIPMENT DEALERS" 442418,201406,98000,GRAND RIVER DAM AUTH.,Gregory,J,General Buy,77.0,LOCKE SUPPLY - WHC PRYOR,06/17/2014 12:00:00 AM,06/19/2014 12:00:00 AM,HARDWARE STORES 442419,201406,98000,GRAND RIVER DAM AUTH.,Howard,B,GBLC2-D1-15 EA|GBLC2-D1-03 EA|GBLC2-D1-02 EA|GBLC2,189.97,GRAYBAR ELECTRIC COMPANY,06/18/2014 12:00:00 AM,06/xix/2014 12:00:00 AM,ELECTRICAL PARTS AND EQUIPMENT 442420,201406,98000,One thousand RIVER DAM AUTH.,Howard,B,Mushkin Enhanced Atlas Del PCE,1029.91,AMAZON MKTPLACE PMTS,06/19/2014 12:00:00 AM,06/19/2014 12:00:00 AM,BOOK STORES 442421,201406,98000,GRAND RIVER DAM AUTH.,Howard,B,General PURCHASE,337.99,OTHERWORLDC,06/18/2014 12:00:00 AM,06/nineteen/2014 12:00:00 AM,ELECTRONICS STORES 442422,201406,98000,GRAND RIVER DAM AUTH.,Hunter,K,General PURCHASE,15.0,World wide web.OKAPP.ORG,06/18/2014 12:00:00 AM,06/19/2014 12:00:00 AM,MEMBERSHIP ORGANIZATIONS--NOT ELSEWHERE CLASSIFIED 442423,201406,98000,GRAND RIVER DAM AUTH.,Hunter,G,General Purchase,31724.74,CHICKASAW TELECOM,06/18/2014 12:00:00 AM,06/nineteen/2014 12:00:00 AM,Telecommunication EQUIPMENT AND TELEPHONE SALES 442424,201406,98000,GRAND RIVER DAM AUTH.,Jaggars,J,GENERAL PURCHASE,33.27,WALKER'S HARDWARE,06/18/2014 12:00:00 AM,06/19/2014 12:00:00 AM,HARDWARE STORES 442425,201406,98000,G RIVER DAM AUTH.,Jaggars,J,GENERAL PURCHASE,-1395.0,ESRI INC,06/17/2014 12:00:00 AM,06/19/2014 12:00:00 AM,COMPUTER SOFTWARE STORES 442426,201406,98000,GRAND RIVER DAM AUTH.,Johnson,K,LEXMARK C935 X940E X945E PCE,252.68,AMAZON MKTPLACE PMTS,06/18/2014 12:00:00 AM,06/19/2014 12:00:00 AM,Book STORES 442427,201406,98000,GRAND RIVER DAM AUTH.,McGuire,D,GENERAL PURCHASE,411.58,ARROWHEAD YACHT CLUB,06/17/2014 12:00:00 AM,06/nineteen/2014 12:00:00 AM,"MARINAS,MARINE SERVICE,AND SUPPLIES" 442428,201406,98000,GRAND RIVER DAM AUTH.,Nikolai,Due south,GENERAL PURCHASE,361.19,"TURNER DESIGNS, INC",06/17/2014 12:00:00 AM,06/19/2014 12:00:00 AM,INDUSTRIAL SUPPLIES NOT ELSEWHERE CLASSIFIED 442429,201406,98000,Yard RIVER DAM AUTH.,Nikolai,S,1000PPM NITRTE-NTRGE EA,68.52,TFS FISHER SCI HUS,06/xviii/2014 12:00:00 AM,06/xix/2014 12:00:00 AM,DENTAL/LABORATORY/MEDICAL/OPHTHALMIC HOSP EQIP AND SUP. 442430,201406,98000,GRAND RIVER DAM AUTH.,Nikolai,S,BAROMETER WITH CLOCK EA,33.01,TFS FISHER SCI HUS,06/18/2014 12:00:00 AM,06/xix/2014 12:00:00 AM,DENTAL/LABORATORY/MEDICAL/OPHTHALMIC HOSP EQIP AND SUP. 442431,201406,98000,GRAND RIVER DAM AUTH.,Nikolai,S,HYDROCHLOR Acrid TRAC EA|L-ASCORBIC ACID CRY EA|SOD,1250.78,TFS FISHER SCI HUS,06/18/2014 12:00:00 AM,06/xix/2014 12:00:00 AM,DENTAL/LABORATORY/MEDICAL/OPHTHALMIC HOSP EQIP AND SUP. 442432,201406,98000,One thousand RIVER DAM AUTH.,Prince,S,ROOM CHARGES,194.79,THE FAIRMONT HOTEL DALLAS,06/17/2014 12:00:00 AM,06/xix/2014 12:00:00 AM,FAIRMONT HOTELS CORP. 442433,201406,98000,Thou RIVER DAM AUTH.,Ragsdale,M,MACL J1059 THIMBLE Open EA|MACL J1088 i-3/iv RND WA,575.0,STUART C IRBY,06/xviii/2014 12:00:00 AM,06/19/2014 12:00:00 AM,ELECTRICAL PARTS AND EQUIPMENT 442434,201406,98000,Grand RIVER DAM AUTH.,Stroup,P,Full general PURCHASE,299.3,W.Due south. DARLEY & CO.,06/18/2014 12:00:00 AM,06/nineteen/2014 12:00:00 AM,"DURABLE GOODS, NOT ELSEWHERE CLASSIFIED" 442435,201406,98000,GRAND RIVER DAM AUTH.,Stroup,P,1213188StainlessSteelFinis EA|3816x3YellowZincFini,295.72,FASTENAL COMPANY01,06/18/2014 12:00:00 AM,06/19/2014 12:00:00 AM,HARDWARE STORES 442436,201406,98000,K RIVER DAM AUTH.,Stroup,P,General Purchase,339.76,PRAXAIR DISTRIBUTION I,06/17/2014 12:00:00 AM,06/19/2014 12:00:00 AM,WELDING SERVICES 442437,201406,98000,GRAND RIVER DAM AUTH.,Stroup,P,GENERAL Buy,twoscore.06,LOCKE SUPPLY - WHC PRYOR,06/17/2014 12:00:00 AM,06/nineteen/2014 12:00:00 AM,HARDWARE STORES 442438,201406,98000,M RIVER DAM AUTH.,Stroup,P,GENERAL PURCHASE,491.0,PRAXAIR DISTRIBUTION I,06/17/2014 12:00:00 AM,06/19/2014 12:00:00 AM,WELDING SERVICES 442439,201406,98000,GRAND RIVER DAM AUTH.,Stroup,P,1812PipeCapacity2853Height EA,319.98,FASTENAL COMPANY01,06/18/2014 12:00:00 AM,06/19/2014 12:00:00 AM,HARDWARE STORES 442440,201406,98000,Chiliad RIVER DAM AUTH.,Stroup,P,Grease GunCordless18V1 EA,296.76,WW GRAINGER,06/17/2014 12:00:00 AM,06/19/2014 12:00:00 AM,INDUSTRIAL SUPPLIES NOT ELSEWHERE CLASSIFIED 442441,201406,98000,GRAND RIVER DAM AUTH.,Wheeler,One thousand,General Buy,624.01,TOTAL RADIO INC,06/17/2014 12:00:00 AM,06/nineteen/2014 12:00:00 AM,Telecommunications EQUIPMENT AND TELEPHONE SALES 442442,201406,98000,K RIVER DAM AUTH.,Cardholder,e,Full general PURCHASE,136.0,MATHESON-308,06/xx/2014 12:00:00 AM,06/23/2014 12:00:00 AM,CHEMICALS AND ALLIED PRODUCTS NOT ELSEWHERE CLASSIFIED 442443,201406,98000,GRAND RIVER DAM AUTH.,Cardholder,e,GENERAL Purchase,25540.0,GENERATOR AND MOTOR SERVI,06/19/2014 12:00:00 AM,06/23/2014 12:00:00 AM,INDUSTRIAL SUPPLIES Non ELSEWHERE CLASSIFIED 442444,201406,98000,GRAND RIVER DAM AUTH.,Cardholder,e,General PURCHASE,209.iv,STANDLEY SYSTEMS LLC,06/19/2014 12:00:00 AM,06/23/2014 12:00:00 AM,"Part, PHOTOGRAPHIC, PHOTOCOPY, AND MICROFILM EQUIPMENT" 442445,201406,98000,GRAND RIVER DAM AUTH.,Cardholder,due east,General Buy,47561.0,TECHSICO ENTERPRISE,06/19/2014 12:00:00 AM,06/23/2014 12:00:00 AM,"ARCHITECTURAL,ENGINEERING,AND SURVEYING SERVICES" 442446,201406,98000,GRAND RIVER DAM AUTH.,Cardholder,e,GENERAL Purchase,1018.0,T & L SUPPLY,06/20/2014 12:00:00 AM,06/23/2014 12:00:00 AM,INDUSTRIAL SUPPLIES NOT ELSEWHERE CLASSIFIED 442447,201406,98000,GRAND RIVER DAM AUTH.,Cardholder,eastward,GENERAL PURCHASE,898.59,MAILFINANCE,06/21/2014 12:00:00 AM,06/23/2014 12:00:00 AM,BUSINESS SERVICES NOT ELSEWHERE CLASSIFIED 442448,201406,98000,GRAND RIVER DAM AUTH.,Cardholder,east,General Purchase,2622.7,HAROLDS Machine PARTS OF,06/twenty/2014 12:00:00 AM,06/23/2014 12:00:00 AM,AUTOMOTIVE PARTS AND ACCESSORIES STORES 442449,201406,98000,Grand RIVER DAM AUTH.,Cardholder,e,Full general PURCHASE,132790.14,EVANS ENTERPRISES,06/xx/2014 12:00:00 AM,06/23/2014 12:00:00 AM,"COMMERCIAL EQUIPMENT, Non ELSEWHERE CLASSIFIED" 442450,201406,98000,GRAND RIVER DAM AUTH.,Cardholder,eastward,GENERAL Buy,1307.58,YELLOWHOUSE Machinery CO-,06/19/2014 12:00:00 AM,06/23/2014 12:00:00 AM,"MISC. AUTOMOTIVE,Aircraft,AND Farm EQUIPMENT DEALERS" 442451,201406,98000,M RIVER DAM AUTH.,Cardholder,east,Payment on Business relationship Each,3302.6,O REILLY AUTO 00050559,06/xix/2014 12:00:00 AM,06/23/2014 12:00:00 AM,AUTOMOTIVE PARTS AND ACCESSORIES STORES 442452,201406,98000,GRAND RIVER DAM AUTH.,Cardholder,east,FUEL PUMP EA|FUEL PUMP GASKET EA|CLAMP 5 EA|COLLAR,189.13,WHITE STAR MACHINERY,06/20/2014 12:00:00 AM,06/23/2014 12:00:00 AM,"COMMERCIAL EQUIPMENT, NOT ELSEWHERE CLASSIFIED" 442453,201406,98000,GRAND RIVER DAM AUTH.,Cardholder,e,Full general Purchase,992.0,TOTAL VALVE SYSTEMS,06/20/2014 12:00:00 AM,06/23/2014 12:00:00 AM,HARDWARE EQUIPMENT AND SUPPLIES 442454,201406,98000,Grand RIVER DAM AUTH.,Cardholder,due east,Full general PURCHASE,2415.0,PRYOR Waste & RECYCLING L,06/xx/2014 12:00:00 AM,06/23/2014 12:00:00 AM,"UTILITIES - Electrical,GAS,WATER,Sanitary" 442455,201406,98000,GRAND RIVER DAM AUTH.,Cardholder,e,GENERAL PURCHASE,177.5,ACCURATE ENVIROMENTAL LAB,06/20/2014 12:00:00 AM,06/23/2014 12:00:00 AM,BUSINESS SERVICES Non ELSEWHERE CLASSIFIED 442456,201406,98000,1000 RIVER DAM AUTH.,Cardholder,east,General Purchase,32457.0,Ruby-red BUD SERVICE INC,06/19/2014 12:00:00 AM,06/23/2014 12:00:00 AM,PROFESSIONAL SERVICES Non ELSEWHERE CLASSIFIED 442457,201406,98000,Yard RIVER DAM AUTH.,Cardholder,e,GENERAL PURCHASE,4714.07,WARRENCAT CREDIT DEPT,06/20/2014 12:00:00 AM,06/23/2014 12:00:00 AM,MISCELLANEOUS AND SPECIALTY RETAIL STORES
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