diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..f9cf901 --- /dev/null +++ b/.gitignore @@ -0,0 +1,4 @@ +.Rproj.user +.Rhistory +.RData +.RProfile diff --git a/IS608.Rproj b/IS608.Rproj new file mode 100644 index 0000000..d063e8b --- /dev/null +++ b/IS608.Rproj @@ -0,0 +1,13 @@ +Version: 1.0 + +RestoreWorkspace: Default +SaveWorkspace: Default +AlwaysSaveHistory: Default + +EnableCodeIndexing: Yes +UseSpacesForTab: Yes +NumSpacesForTab: 2 +Encoding: UTF-8 + +RnwWeave: knitr +LaTeX: pdfLaTeX diff --git a/README.md b/README.md index 31919ba..4711825 100644 --- a/README.md +++ b/README.md @@ -3,7 +3,7 @@ IS 608 - Knowledge and Visual Analytics This repository is a store for all materials associated with the CUNY MS Data Analytics Class IS 608 - Knowledge and Visual Analytics. -If you are a member of the class, I am going to maintain this page indefinitely. I hope that you find it a hepful reference in the future. +If you are a member of the class, I am going to maintain this page indefinitely. I hope that you find it a helpful reference in the future. ### What is git? What is GitHub? ### diff --git a/final_project/budget_authorization/authorized_amounts.csv b/final_project/budget_authorization/authorized_amounts.csv deleted file mode 100644 index fe093c9..0000000 --- a/final_project/budget_authorization/authorized_amounts.csv +++ /dev/null @@ -1,198 +0,0 @@ -budget_fiscal_year,fund,sub_fund,appropriation,budget_amount -2014,0200,0123,11008001,66910000 -2014,0200,0123,15991955,19090000 -2014,0200,0123,15997156,14000000 -2014,0200,061C,60010456,27400000 -2014,0200,062C,60010420,56600000 -2014,0200,063C,60010421,30000000 -2014,0200,064C,60012040,43500000 -2014,0200,064C,60012041,246500000 -2014,0200,064C,60012042,425000000 -2014,0200,064C,60012043,43750000 -2014,0200,064C,60012044,21500000 -2014,0200,064C,60012045,9500000 -2014,0200,064C,60012046,25000000 -2014,0200,064C,60012047,4000000 -2014,0200,064C,60012048,7000000 -2014,0200,064C,60012049,24000000 -2014,0200,066C,03302223,220000000 -2014,0200,067C,40007998,25000000 -2014,0200,067C,40008201,25000000 -2014,0200,067C,40008202,100000000 -2014,0200,067C,70047018,50000000 -2014,0200,073C,70040028,50000000 -2014,0200,073C,70040029,40000000 -2014,0200,073C,70040030,30000000 -2014,0200,073C,70040031,220000000 -2014,0200,073C,70040032,125000000 -2014,0200,073C,70040036,75000000 -2014,0200,073C,70040037,100000000 -2014,0200,073C,70040038,30000000 -2014,0200,074C,70040033,500000000 -2014,0200,074C,70040034,50000000 -2014,0200,074C,70040035,55000000 -2014,0200,075C,11007500,20000000 -2014,0200,075C,70079040,5000000 -2014,0200,076C,30000400,45000000 -2014,0200,076C,70040039,55000000 -2014,0200,076C,70040040,47000000 -2014,0200,076C,70040041,38000000 -2014,0200,076C,70040042,305000000 -2014,0200,076C,70040043,135000000 -2014,0200,076C,70040044,500000000 -2014,0200,076C,70040045,50000000 -2014,0200,076C,70040046,80000000 -2014,0200,076C,70040047,100000000 -2014,0200,076C,70040048,45000000 -2014,0200,555C,70668000,1189055630 -2014,0200,555C,71001000,1001500000 -2014,0200,563C,11007400,10000000 -2014,0200,563C,11009200,250000000 -2014,0200,563C,80000700,25000000 -2014,0200,563C,80002020,15000000 -2014,0200,563C,81002025,40000000 -2014,0200,563C,81009000,25000000 -2014,0200,564C,17903000,451800000 -2014,0200,565C,06400301,50000000 -2014,0200,565C,11008020,100000000 -2014,0200,565C,11022008,460000000 -2014,0200,565C,40002020,80000000 -2014,0200,565C,70009090,100000000 -2014,0200,565C,70076300,35000000 -2014,0200,565C,80003500,44680000 -2014,0200,565C,89007500,15000000 -2014,0200,565L,11025600,658350000 -2014,0200,565L,17902500,78000000 -2014,0200,565L,80004900,10000000 -2014,0200,565L,85001000,15000000 -2014,0200,565T,11003001,285988000 -2014,0200,566L,03309997,10000000 -2014,0200,566L,89008500,550000000 -2014,0200,567C,05262012,30000000 -2014,0200,567C,06201000,50000000 -2014,0200,567C,06202000,25000000 -2014,0200,567C,11002500,110180000 -2014,0200,567C,11002500,110180000 -2014,0200,567C,11002500,110180000 -2014,0200,567C,11025000,8000000 -2014,0200,567C,11026000,30000000 -2014,0200,567C,11027000,25000000 -2014,0200,567C,20007013,36000000 -2014,0200,567C,20007014,53150000 -2014,0200,567C,20007015,25000000 -2014,0200,567C,20007016,7000000 -2014,0200,567C,20007018,24325000 -2014,0200,567C,20007022,13000000 -2014,0200,567C,20007023,2000000 -2014,0200,567C,20007024,1500000 -2014,0200,567C,20007025,24850000 -2014,0200,567C,22007011,11350000 -2014,0200,567C,22007012,4850000 -2014,0200,567C,22007013,13000000 -2014,0200,567C,22007014,20000000 -2014,0200,567C,22007015,44000000 -2014,0200,567C,22007017,21325000 -2014,0200,567C,22007018,25000000 -2014,0200,567C,23007010,73000000 -2014,0200,567C,23007011,12950000 -2014,0200,567C,23007013,9980000 -2014,0200,567C,23007014,16500000 -2014,0200,567C,23007015,10000000 -2014,0200,567C,23007016,11500000 -2014,0200,567C,23007017,10450000 -2014,0200,567C,23007018,7475000 -2014,0200,567C,25007012,67750000 -2014,0200,567C,25007013,30000000 -2014,0200,567C,25007014,3000000 -2014,0200,567C,28007011,56875000 -2014,0200,567C,28007012,30000000 -2014,0200,567C,28007013,10000000 -2014,0200,567C,28007015,12400000 -2014,0200,567C,28007016,48566000 -2014,0200,567C,28007017,4875000 -2014,0200,567C,28007018,25000000 -2014,0200,567C,28007019,5000000 -2014,0200,567C,28007022,4000000 -2014,0200,567C,28007097,22250000 -2014,0200,567C,28007098,5000000 -2014,0200,567C,28407014,205732000 -2014,0200,567C,28407017,29820000 -2014,0200,567C,93007010,2500000 -2014,0200,567C,93007909,13250000 -2014,0200,568C,28907010,74950000 -2014,0200,568C,28907011,250000000 -2014,0200,569C,70020015,500000000 -2014,0200,570T,15997060,40000000 -2014,0200,571C,61221223,200000000 -2014,0200,577C,61221323,300000000 -2014,0200,AHT2,70040021,100000000 -2014,0200,AHT2,70040022,100000000 -2014,0200,CEA7,06102366,3800000 -2014,0200,CEA7,06108910,5900000 -2014,0200,CEA7,11021994,125000000 -2014,0200,CEA7,17902015,75000000 -2014,0200,CEA7,17902016,15000000 -2014,0200,CEA7,17902017,4900000 -2014,0200,CEA7,20002028,1700000 -2014,0200,CEA7,20002029,450000 -2014,0200,CEA7,22002018,350000 -2014,0200,CEA7,22002019,1500000 -2014,0200,CEA7,55009405,250000000 -2014,0200,CEA7,60010708,100000000 -2014,0200,CEA7,80002013,4500000 -2014,0200,CEA7,81000025,12000000 -2014,0200,Q123,11008000,100000000 -2014,0210,0269,61221190,200000000 -2014,0210,517C,60330798,60000000 -2014,0210,517C,60330798,60000000 -2014,0210,517C,60330798,60000000 -2014,0210,543C,60330417,582087574 -2014,0210,543C,60330418,7000000 -2014,0210,544C,60330428,3600000 -2014,0210,544C,60330498,450000000 -2014,0210,544C,60330499,25000000 -2014,0210,545C,60330462,7500000 -2014,0210,545C,60330464,3000000 -2014,0210,546C,60010405,23500000 -2014,0210,547C,60010445,8000000 -2014,0210,550C,60330817,225000000 -2014,0210,550C,60330837,1400000 -2014,0210,551C,60330867,150000000 -2014,0210,551C,60330887,5000000 -2014,0210,552C,60010801,8000000 -2014,0210,552C,60010802,3000000 -2014,0210,552C,60010804,10000000 -2014,0210,552C,60010805,5000000 -2014,0210,553C,60010812,700000000 -2014,0210,553C,60010813,8000000 -2014,0210,554C,28900800,906000000 -2014,0210,554C,60330800,2078000000 -2014,0210,556C,60330827,7500000 -2014,0210,556C,60350817,575000000 -2014,0210,556C,60350837,2800000 -2014,0210,557C,60350867,350000000 -2014,0210,557C,60350877,50000000 -2014,0210,557C,60350887,10000000 -2014,0210,558C,60010803,20000000 -2014,0210,558C,60010817,50000000 -2014,0210,558C,60010818,45000000 -2014,0210,558C,60010881,17000000 -2014,0210,558C,60010882,7000000 -2014,0210,558C,60010884,90000000 -2014,0210,558C,60010885,10000000 -2014,0210,558T,60010806,20000000 -2014,0210,559C,60010807,16700000 -2014,0210,559C,60010808,1000000 -2014,0210,559C,60010809,1500000 -2014,0210,559C,60010810,1220000 -2014,0210,560C,60010815,5000000 -2014,0210,560C,60010820,67000000 -2014,0210,561C,60060801,40000000 -2014,0210,562C,60000450,366500 -2014,0210,562C,60000500,15000000 -2014,0210,572C,60010816,50000000 -2014,0210,574C,61211217,325000000 -2014,0210,575C,66221205,11000000 -2014,0210,576C,66221280,300000000 -2014,0211,542C,60330411,93500000 -2014,0211,573C,61211218,171750000 diff --git a/final_project/budget_authorization/readme.md b/final_project/budget_authorization/readme.md deleted file mode 100644 index e8c8637..0000000 --- a/final_project/budget_authorization/readme.md +++ /dev/null @@ -1,21 +0,0 @@ -# Massachusetts Budget Authorization - -######### - -*This project will be done in conjunction with the [House Committee on Bonding, Capital Expenditures and State Assets](https://malegislature.gov/Committees/House/H32)* - -## Background - -The Commonwealth of Massachusetts has a Capital Budget (the budget it uses to build roads and structures, among other things) is on the order of $2 Billion per year. A large portion of this budget goes to *tens of thousands* of outside vendors, who provide the Commonwealth with support on hundreds of major projects. - -The Commonwealth has already dedicated itself to the open presentation of this budget data, through the [Open Checkbook Program](http://opencheckbook.itd.state.ma.us/analytics/saw.dll). However, the team at the MA House Committee on Bonding is interested in more interactive ways of seeing their data. - -In particular, each payment made to a vendor is done under a certain 'authorization', an ID connecting the payment to funds that were set aside specifically for that purpose. - -## Assignment - -The House Committee on Bonding, Capital Expenditures and State Assets is interesting in an interactive visualization that will all them to see how money has been spent for a particular authorization, and how much money is left under that authorization. The ability to 'drill-down' into this data to see details on specific payments would also be helpful. - -All data from the 2010-2014 budget has been gathered from the the [Open Checkbook Website](http://opencheckbook.itd.state.ma.us/analytics/saw.dll). In addiont, data on authorization amounts has been provided directly by the Commonwealth. - -This project is slightly complicated by the size of the raw data (about 1.5GB, 6.8 million rows). A sample has been provided here. However, *your instructor is in the process of producing normalized & summarized versions of the data*. To see the full data set, please contact your instructor. \ No newline at end of file diff --git a/final_project/budget_authorization/sample_authorizations.csv b/final_project/budget_authorization/sample_authorizations.csv deleted file mode 100644 index 00aaa7a..0000000 --- a/final_project/budget_authorization/sample_authorizations.csv +++ /dev/null @@ -1,1001 +0,0 @@ -Vendor Name , Budget Fiscal Year , Date , Vendor HQ State , Vendor HQ City , Government Area , Department Name , Department , Account , Account Name , Funding Type , Fund Name , Fund , Object Class , Object Code Name , Object Code , Statewide Contract Number , Amount Spent -SWANSEA PEDIATRICS ASSOC.,2010,2009-07-17,MA,SWANSEA,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,513.35 -SHEA MORIN DC INC,2010,2009-07-13,MA,NANTUCKET,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,30.64 -MT AUBURN PATHOLOGISTS INC,2010,2009-08-24,MA,CAMBRIDGE,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,452.13 -LAUREN A KITCHELL,2010,2009-08-24,MA,PLYMOUTH,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,866.8 -MARIA R WARTH,2010,2009-09-04,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,48.67 -FELICIDAD G MELQUIADES,2010,2009-09-04,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,343.72 -CRV DERMATOLOGY LLC,2010,2009-08-28,CT,ENFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,12.38 -LIBERTY TESTING LABORATOR,2010,2009-09-14,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,104.88 -LOUIS SPARANGES,2010,2009-09-18,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,197 -THE WHITTIER PHARMACIST INC,2010,2009-11-09,MA,HAVERHILL,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,3717.45 -CHERYL ANDREWS,2010,2009-10-26,MA,PROVINCETOWN,Health and Human Services,Exec Office of Health & Human Services,EHS,40000950,Children's Behavioral Health Initiative,Budgetary,General Fund,0010,RR,Medicaid,R10,,69 -DAVID E EISENBERG MD PC,2010,2009-11-20,MA,CHELSEA,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,157.51 -"PRATT OTOLARYGOLOGY HEAD &, NECK SURGERY ASSOC INC",2010,2009-12-04,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,169.4 -HEART RHYTHM SPECIALISTS,2010,2009-11-23,MA,WORCESTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,5.58 -KOZOL VISION CTR INC,2010,2009-12-11,MA,NORTH EASTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000320,PRIOR YEAR COLLECTIONS FROM LIENS/ESTATE,Budgetary,General Fund,0010,RR,Medicaid,R10,,152.05 -R ROGER KOMER MD,2010,2009-09-28,,,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,HH,Health and Safety Services,HH4,RFR99-8990004,300 -THOMAS A KARP,2010,2009-11-24,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,2275 -HANDY HOUSE INC,2010,2009-08-31,MA,FOXBORO,Energy & Environmental Affairs,Dept of Conservation and Recreation,DCR,28100100,STATE PARKS AND RECREATION,Budgetary,General Fund,0010,LL,Programmatic Facility Equipment Rental or Lease,L23,FAC39,227.7 -NEP LLC,2010,2009-12-15,ME,WESTBROOK,Energy & Environmental Affairs,Department of Environmental Protection,EQE,22000100,ENIVRONMENTAL COMPLIANCE,Budgetary,General Fund,0010,UU,Telecommunications Services - Voice,U02,ITT30,4.89 -INSTATRAC LP,2010,2009-11-02,MA,BOSTON,Independents,Victim and Witness Assistance Board,VWA,45100810,SEXUAL ASSAULT NURSE EXAMINERS PROGRAM,Budgetary,General Fund,0010,EE,"Subscriptions, Memberships & Licensing Fees",E12,,61.15 -NEW ALBERTSONS INC,2010,2009-11-17,ID,BOISE,Health and Human Services,Department of Mental Health,DMH,50462000,FOR SERVICES TO THE HOMELESS MENTALLY,Budgetary,General Fund,0010,FF,"Food, Beverages & Preservation",F01,,188.52 -"SOUTH SHORE ARC INC, DAVID C CALHOUN",2010,2009-08-19,MA,NO WEYMOUTH,Health and Human Services,Department of Developmental Services,DMR,59202000,RESIDENTIAL AND DAY COMPONENT,Budgetary,General Fund,0010,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,269013177SSA,11685.38 -DIANA CHARLES,2010,2009-07-10,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,164.64 -BROCKTON PEDIATRICS INC,2010,2009-08-21,MA,BROCKTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,87.02 -"BROCKTON UROLOGY CLINIC, INC.",2010,2009-08-21,MA,BROCKTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,755.49 -NORTH SHORE PHYSICIANS GRP INC,2010,2009-09-08,MA,SALEM,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,49307.45 -ANDOVER SURGICAL ASSOC INC,2010,2009-08-28,MA,ANDOVER,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,16.8 -MICHAEL H GU,2010,2009-09-18,MA,QUINCY,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,45 -ALLAN E DUNN,2010,2009-10-13,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,106 -SCOTT J CIPOLLA,2010,2009-10-30,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,50.92 -BU MEDICAL CENTER UROLOGISTS,2010,2009-12-18,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,273.46 -CONTANT LAW OFFICES PC,2010,2009-11-10,MA,BOSTON,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,2617.5 -CRAIG FREDERICKS,2010,2009-12-07,,,Judiciary,Committee for Public Counsel Service,CPC,03211520,INDIGENT PERSONS' FEES AND COURT COSTS,Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,2715 -VERIZON NEW ENGLAND INC,2010,2009-11-23,NY,NEW YORK,Independents,Hampden Sheriff's Department,SDH,89100102,HAMPDEN COUNTY CORRECTIONS,Budgetary,General Fund,0010,UU,Telecommunications Services - Voice,U02,ITT09,542.09 -"DUDLEY CHARLTON REGIONAL, SCHOOL DISTRICT",2010,2009-08-11,MA,DUDLEY,Education,Elementary and Secondary Education,DOE,70301002,KINDERGARTEN EXPANSION GRANTS,Budgetary,General Fund,0010,PP,Grants To Public Entities,P01,GRANT APPL,15482 -BOB BARKER CO INC,2010,2009-11-27,NC,FUQUAY VARINA,Independents,Worcester Sheriff's Department,SDW,89100105,WORCESTER COUNTY CORRECTIONS,Budgetary,General Fund,0010,FF,Clothing & Footwear,F09,CLT06,1227.6 -COSTCO WHOLESALE CORPORATION,2010,2009-10-06,WA,ISSAQUAH,Health and Human Services,Department of Developmental Services,DMR,59202010,FOR STATE OPERATED COMMUNITY BASED,Budgetary,General Fund,0010,FF,Toiletries & Personal Supplies,F08,DMR HSESUP 2022,261.52 -VIETNAMESE AMER CIVIC ASSOC,2010,2009-12-09,MA,DORCHESTER,Health and Human Services,Department of Public Health,DPH,45131111,Health Promotion and Disease Prevention,Budgetary,General Fund,0010,HH,Health and Safety Services,HH4,806514,4528.35 -BANK OF AMERICA,2010,2009-09-28,NC,CHARLOTTE,Judiciary,Trial Court,TRC,03300300,ADMINISTRATIVE STAFF,Budgetary,General Fund,0010,EE,"Fees, Fines, Licenses, Permits & Chargebacks",E19,,4.84 -A C MOORE INC,2010,2009-11-27,NJ,BLACKWOOD,Health and Human Services,Department of Public Health,DPH,45900912,WESTERN MASS HOSPITAL REIMBURSEMENTS,Budgetary,General Fund,0010,FF,"Recreation, Religious & Social Supplies & Materials",F18,,148.34 -STEVEN W MACDONALD,2010,2009-07-23,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,162.5 -WILLIAM C O'DONNELL DMD PC,2010,2009-07-17,MA,PITTSFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,14916 -"BIRGHAM AND WOMENS, PHYSICIANS ORGANIZATION",2010,2009-07-20,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,174.76 -"NORTHEAST HOSPITAL CORP, DBA BEVERLY HOSPITAL",2010,2009-08-03,MA,BEVERLY,Health and Human Services,Exec Office of Health & Human Services,EHS,40000875,CERVICAL/BREAST CANCER BENEFITS,Budgetary,General Fund,0010,RR,Medicaid,R10,,2365.14 -TOWN OF FALMOUTH,2010,2009-08-10,MA,TEATICKET,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,242.13 -NEIGHBORHOOD DIABETES SHOPPE,2010,2009-09-08,MA,WAKEFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,1582.9 -DEDHAM OPHTHALMIC CONS & SURG PC,2010,2009-08-31,MA,DEDHAM,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,51.4 -CLAIRE A BERGUS,2010,2009-09-21,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,73.68 -"ORTHOPEDIC CARE SPEC, INC.",2010,2009-10-02,MA,NORTH EASTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,704.27 -JENNIFER LEE DMD,2010,2009-11-06,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,2016 -ZUHAYR HEMADY,2010,2009-11-06,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,14.71 -"CITY OF NEW BEDFORD, TREASURER",2010,2009-12-21,MA,NEW BEDFORD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,245.06 -COOPERATIVE ELDERSERVICES,2010,2009-12-28,MA,LEXINGTON,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,43272.8 -CHICOPEE HOUSING AUTHORITY,2010,2009-11-02,MA,CHICOPEE,Housing and Economic Development,Dept of Housing & Community Development,OCD,70049005,FOR PAYMENTS TO HOUSING AUTHORITIES,Budgetary,General Fund,0010,PP,Subsidies,P02,OCDP02,300000 -BECKET WOODS RD & MAINTENANCE DISTRICT,2010,2009-09-23,MA,BECKET,Public Safety and Security,Emergency Management Agency,CDA,88001813,FEMA 1813 DR December 2008 Ice Storm,Federal Grants,Federal Grants Fund,0100,PP,Grants To Non-Public Entities,PP1,GRANT,79456.77 -VERIZON NEW ENGLAND INC,2010,2009-09-29,NY,NEW YORK,Administration and Finance,Information Technology Division,ITD,17900200,FOR THE COSTS OF COMPUTER RESOURCES,Other,Intragovernmental Services Fund,0015,UU,Telecommunications Services Data,U01,ITT09,149120.98 -JACOB AYVAZIAN,2010,2009-10-16,,,Judiciary,Trial Court,TRC,03300300,ADMINISTRATIVE STAFF,Budgetary,General Fund,0010,JJ,Auxiliary Services,JJ2,LEG EXEMPT,528 -WESTNET INC,2010,2009-11-10,MA,CANTON,Health and Human Services,Department of Youth Services,DYS,42000300,RESIDENTIAL SERVICES FOR COMMITTED,Budgetary,General Fund,0010,FF,Medical & Surgical Supplies,F06,HSP28,729.4 -"SOUTH SHORE ARC INC, DAVID C CALHOUN",2010,2009-08-19,MA,NO WEYMOUTH,Health and Human Services,Department of Developmental Services,DMR,59202000,RESIDENTIAL AND DAY COMPONENT,Budgetary,General Fund,0010,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,RES2690899,3798.24 -JAY T THIEL,2010,2009-09-24,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,595 -FREDERIC SCHWARTZ,2010,2009-08-07,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,224.17 -"VICTORY DISTRIBUTIONS INC, ATTN DEREK WELCH",2010,2009-08-03,ME,SCARBOROUGH,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,569.84 -DIANE M ENGLISH MD,2010,2009-08-07,MA,BRIGHTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,794.27 -PARK SURGICAL ASSOC INC,2010,2009-08-17,MA,BROCKTON,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,145.76 -NANTUCKET ISLAND DRUG CORP,2010,2009-08-31,MA,NANTUCKET,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,722.75 -LETOURNEAUS PHARMACY,2010,2009-08-17,MA,ANDOVER,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,11.82 -SOUTHCOAST EYE CARE INC,2010,2009-09-04,MA,NORTH DARTMOUTH,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,107.14 -"RADIO ASSOC OF GREATER NEW BED, ST LUKES HOSPITAL",2010,2009-09-08,MA,NEW BEDFORD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,1341.51 -ANES ASC OF TAUNTON INC,2010,2009-09-18,MA,TAUNTON,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,298.33 -ANDREW J DADAGIAN MD INC,2010,2009-10-09,MA,MARION,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,177.48 -"BOSTON UNIVERSITY NEUROLOGY, ASSOCIATES INC",2010,2009-09-28,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,395.82 -SUSAN M LAWLOR,2010,2009-10-26,MA,HAVERHILL,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,723.72 -DONG LAN CORP,2010,2009-11-20,MA,DORCHESTER,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,394.74 -HIKMAT J HANNAWI DMD PC,2010,2009-11-20,MA,ATTLEBORO,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,8736 -RICHARD K YOST DDS PC,2010,2009-12-07,MA,READOING,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,1383 -HABILITATION ASSIST CORP,2010,2009-12-14,MA,PLYMOUTH,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,88751.77 -"HOLYOKE MEDICAL CENTER, INC., HOLYOKE MED CENTER",2010,2009-12-31,MA,HOLYOKE,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,36411.47 -COMPREHENSIVE FAMILY MED CARE,2010,2009-09-04,MA,SPRINGFIELD,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,65 -HAMPSHIRE ORTHOPEDICS INC,2010,2009-11-06,MA,NORTHAMPTON,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,45 -"NORTHGATE MEDICAL P C, C/O JOSE AZOCAR",2010,2009-11-23,MA,SPRINGFIELD,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,170 -"TOWN OF EASTON, TOWN HALL",2010,2009-09-04,MA,NORTH EASTON,Transportation,Highway Dept,DPW,60100001,HIGHWAYS DEPARTMENT PERSONNEL SERVICES,Budgetary,Highway Fund,0101,JJ,Law Enforcement,J28,59246,182.16 -"COMMUNITY HEALTHLINK INC, CFO",2010,2009-10-22,MA,WORCESTER,Housing and Economic Development,Dept of Housing & Community Development,OCD,44000705,MCKINNEY EMERGENCY SHELTER GRANTS PROGRM,Federal Grants,Federal Grants Fund,0100,PP,Grants To Non-Public Entities,PP1,NOFA JUNE 2004,3958.6 -HANDY HOUSE INC,2010,2009-08-03,MA,FOXBORO,Administration and Finance,Operational Services Division,OSD,17750600,RETAINED REVENUE STATE SURPLUS PERSONAL,Budgetary,General Fund,0010,NN,Non-Hazardous Waste Removal Services,N73,FAC39,282.15 -VERIZON NEW ENGLAND INC,2010,2009-09-25,NY,NEW YORK,Public Safety and Security,Department of Police,POL,80001700,Public Safety Information Technology Costs,Budgetary,General Fund,0010,UU,Telecommunications Services - Voice,U02,ITT09,30446.93 -"WEILSI ENTERPRISE INC, HOLIDAY INN TAUNTON",2010,2009-12-31,MA,TAUNTON,Labor and Workforce Development,Department of Labor,DOL,70026627,O.S.H.A. ONSITE CONSULTATION PROGRAM,Federal Grants,Federal Grants Fund,0100,EE,Temp Use Space/Confer-Incidental Includes Reservation Fees,E22,GRO21C,2208.69 -BAY STATE GAS COMPANY,2010,2009-11-24,MA,WESTBOROUGH,Public Safety and Security,Department of Correction,DOC,89000001,ADMINISTRATION AND OPERATION OF THE,Budgetary,General Fund,0010,GG,Natural Gas,G11,,675.63 -RICHARD E NEELY,2010,2009-09-10,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,345 -UNITED VETERANS OF AMERICA,2010,2009-10-08,MA,LEEDS,Health and Human Services,Department of Veterans' Services,VET,14100250,ASSISTANCE TO HOMELESS VETERANS,Budgetary,General Fund,0010,MM,Purchased Human & Social Services For Clients/Non Medical,M03,EARMARKING,13750 -PEOPLE INCORPORATED,2010,2009-08-10,MA,FALL RIVER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,706.95 -LGH WOMENHEALTH INC,2010,2009-07-27,MA,NORTH CHELMSFORD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,297.88 -MELISSA MEAD MD PC,2010,2009-09-08,MA,MILFORD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,5192.79 -CHELMSFORD FAMILY PRACTICE PC,2010,2009-09-04,MA,N CHELMSFORD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,3901.81 -BAYSTATE VASCULAR SERVINC,2010,2009-09-11,MA,SPRINGFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000875,CERVICAL/BREAST CANCER BENEFITS,Budgetary,General Fund,0010,RR,Medicaid,R10,,218.8 -UMASS MEMORIAL MEDICAL CTR INC,2010,2009-10-02,MA,WORCESTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,266.54 -PAUL E TESONE DDS INC,2010,2009-11-20,MA,EVERETT,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,308 -SAMBATH KEO DMD INC,2010,2009-11-09,MA,LOWELL,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,664 -"THE CARDIOVASCULAR, SPECIALISTS LLC",2010,2009-11-27,MA,HYANNIS,Health and Human Services,Exec Office of Health & Human Services,EHS,40000320,PRIOR YEAR COLLECTIONS FROM LIENS/ESTATE,Budgetary,General Fund,0010,RR,Medicaid,R10,,94.23 -ANDREW S LIM,2010,2009-12-18,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,410.69 -"PLAINVILLE PRESCRIP CENTER, J.M. STANLEY",2010,2009-12-31,MA,PLAINVILLE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,5.74 -PEDIATRIC SERVICES OF SPRINGFIELD INC,2010,2009-12-24,MA,E LONGMEADOW,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,379.85 -DAVID J KINSLEY DMD PC,2010,2009-12-28,MA,SOUTH BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,421 -"DARTMOUTH PEDIATRICS PC, PEQUOD BLDG",2010,2009-12-24,MA,NORTH DARTMOUTH,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,4359.99 -"BEVERLY SURGICAL ASSOCIATESINC, PARKHURST BLDG",2010,2009-09-22,MA,BEVERLY,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,40 -PRIMARY CARE AFFILIATES INC,2010,2009-11-12,MA,BROCKTON,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,20 -RICHARD A WESTGATE,2010,2009-12-23,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,400 -TOWN OF NORTH ANDOVER,2010,2009-09-29,MA,NORTH ANDOVER,Education,Elementary and Secondary Education,DOE,70432001,TEACHER & PRINCIPAL TRAINING/RECRUITING,Federal Grants,Federal Grants Fund,0100,PP,Grants To Public Entities,P01,GRANT APPL,8180 -MEGHAN REZAC,2010,2009-10-22,,,Education,Quinsigamond Community College,QCC,41200029,VOCATIONAL REHABILITATION TRUST FUNDS,Trusts,Expendable Trust Fund - External,0300,JJ,Auxiliary Services,JJ2,INP,180 -VERIZON NEW ENGLAND INC,2010,2009-11-03,NY,NEW YORK,Independents,Mass Commission Against Discrimination,CAD,09400100,Mass Commission Against Discrimination Administration,Budgetary,General Fund,0010,UU,Telecommunications Services Data,U01,ITT09,824.98 -"BOSTON EDISON CO, NSTAR ELECTRIC",2010,2009-12-17,MA,BOSTON,Health and Human Services,Mass Rehabilitation Commission,MRC,41200020,VOCATIONAL REHABILITATION,Federal Grants,Federal Grants Fund,0100,GG,Electricity,G03,,889.92 -COMMONWEALTH SURGICAL ASSOC,2010,2009-07-10,MA,STONEHAM,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,4.49 -MATTHEW J KAIM,2010,2009-07-17,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,55.66 -GLYNN ORTHOPEDIC SERV INC,2010,2009-07-27,MA,PEMBROKE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,3.17 -KAREN JOAN ANDERSON,2010,2009-07-24,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,1295.04 -STAT-CARE PHARMACY LLC,2010,2009-08-21,MA,NORTH GRAFTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,22990.5 -ALERT AMBULANCE SERVICE INC,2010,2009-09-14,MA,FALL RIVER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,400.35 -WOBURN MEDICAL ASSOCIATES,2010,2009-09-28,MA,WOBURN,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,13.56 -ST JOHNS EMER ASSOC PC,2010,2009-10-23,MA,LOWELL,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,2599.47 -LEONARD ORTHODONTICS LLC,2010,2009-10-26,MA,NORTH ANDOVER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000950,Children's Behavioral Health Initiative,Budgetary,General Fund,0010,RR,Medicaid,R10,,57981 -GARY L SHAPIRO,2010,2009-11-20,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,68.06 -MELROSE INTERNAL MEDICINE ASSC,2010,2009-11-13,MA,MELROSE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,1.14 -CHIH-MING KO DMD & PO-HSI WU,2010,2009-11-27,MA,BILLERICA,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,2717 -"TRUSTEES OF TUFTS COLLEGE, SCHOOL OF DENTAL MEDICINE",2010,2009-12-21,MA,MEDFORD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,2763 -PATRIOT ELDER CARE INC,2010,2009-12-11,MA,MEDFIELD,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,111.13 -NORTH SHORE MEDICAL CENTER INC,2010,2009-12-14,MA,SALEM,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,23170.06 -"TOWN OF BRAINTREE, TREASURER",2010,2009-09-30,MA,BRAINTREE,Administration and Finance,Department of Revenue,DOR,70610008,"REIMBURSEMENT OF SCHOOL AID TO CITIES,",Budgetary,General Fund,0010,PP,Cherry Sheet Distributions,P04,,1415011 -PEOPLE INCORPORATED,2010,2009-12-17,MA,FALL RIVER,Health and Human Services,Department of Developmental Services,DMR,59203000,"RESPITE SERVICES PROGRAM FOR ADULTS,",Budgetary,General Fund,0010,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,,157.5 -CUE DATA SERVICES,2010,2009-09-29,MA,NORWELL,Energy & Environmental Affairs,Department of Environmental Protection,EQE,22309702,PERFORMANCE PARTNERSHIP,Federal Grants,Federal Grants Fund,0100,UU,Information Technology (IT) Professionals,U05,ITS33,1845.28 -VERIZON NEW ENGLAND INC,2010,2009-10-20,NY,NEW YORK,Energy & Environmental Affairs,Department of Environmental Protection,EQE,22002015,OIL & HAZARDOUS MATERIALS CLEAN UP,Capital,General Capital Projects Fund,0200,UU,Telecommunications Services - Voice,U02,ITT09,100.97 -LOGAN STAMP,2010,2009-11-13,MA,EAST BOSTON,Judiciary,Trial Court,TRC,03300300,ADMINISTRATIVE STAFF,Budgetary,General Fund,0010,LL,Office Equipment Maintenance & Repair,L45,LEG EXEMPT,285 -"SEVEN HILLS FAMILY SRV INC, SERVICES INC",2010,2009-11-18,MA,WORCESTER,Health and Human Services,Department of Developmental Services,DMR,59203000,"RESPITE SERVICES PROGRAM FOR ADULTS,",Budgetary,General Fund,0010,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,303LO12,-1866.58 -JOSEPH M DOWNES JR,2010,2009-09-02,,,Public Safety and Security,Department of Public Safety,DPS,83151000,DIVISION OF INSPECTION,Budgetary,General Fund,0010,EE,Reimbursement for Traval and Other Expenses for Board Member,E98,,84.6 -STEVEN S MILLER DDS,2010,2009-07-10,MA,WAREHAM,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,299 -"DCS MENTAL HEALTH, INC",2010,2009-07-13,MA,MEDFORD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,418.08 -EDUARDO D TALUSAN,2010,2009-07-27,,,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,51.4 -"BIRGHAM AND WOMENS, PHYSICIANS ORGANIZATION",2010,2009-07-27,MA,BOSTON,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,1390.39 -PATHOLOGY SERVICES INC,2010,2009-08-14,MA,LEXINGTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,171.62 -"MHHP ACQUISITION CO, LLC",2010,2009-09-08,MA,W SPRINGFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,11270.25 -MICHAEL T LEAHY MD,2010,2009-08-28,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,48.67 -COOPERATIVE ELDERSERVICES,2010,2009-08-31,MA,LEXINGTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,678.8 -MGH PHYSICIANS ORGANIZATION,2010,2009-09-28,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40030806,"REFUGEE CASH, MEDICAL AND ADMINISTRATION",Federal Grants,Federal Grants Fund,0100,RR,Medicaid,R10,,233.32 -"METRO HLTH FND OF MASS INC, GORDON HEALTHCARE MGMT",2010,2009-09-28,MA,FAIRHAVEN,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,400.5 -MILTON RADIOLOGISTS,2010,2009-09-11,MA,BROCKTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,360.4 -PARTNERS HEALTHCARE OF CT,2010,2009-10-23,CT,EAST WINDSOR,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,86.61 -PULMONARY CARE PC,2010,2009-10-30,MA,FALL RIVER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,80.31 -FAMILY MED & MATERNITY CARE PC,2010,2009-11-06,MA,LEOMINSTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,118.12 -COMMUNITY HEAL CARE INC,2010,2009-10-29,MA,CHICOPEE,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,20 -SOUTH SHORE MENTAL HEALTH CENTER INC,2010,2009-12-15,MA,NORTH QUINCY,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,70 -QUINCY MEDICAL CENTER,2010,2009-11-27,MA,QUINCY,Health and Human Services,Department of Public Health,DPH,45139007,NUTRITIONAL STATUS OF WOMEN AND INFANTS,Federal Grants,Federal Grants Fund,0100,MM,Purchased Human & Social Services For Clients/Non Medical,M03,700915,71062.46 -"THE BRIEN CENTER FOR MENTAL, HEALTH & SUBSTANCE ABUSE SVCS",2010,2009-10-16,MA,PITTSFIELD,Health and Human Services,Department of Mental Health,DMH,50425000,FOR THE CHILD & ADOLESCENT SERVICES,Budgetary,General Fund,0010,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,20012110307926,5189.54 -TOWN OF AQUINNAH,2010,2009-10-14,MA,AQUINNAH,Administration and Finance,Department of Revenue,DOR,12012286,MASS COMMUNITY PRESERVATION TRUST FUND,Trusts,Community Preservation Trust Fund,0038,PP,"State Collected Taxes, Fines, Fees Distrib to Local Gov.",P05,,65798 -AMERICAN CONTRACT SERVICES INC,2010,2009-12-16,MA,AUBURNDALE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000950,Children's Behavioral Health Initiative,Budgetary,General Fund,0010,UU,Information Technology (IT) Professionals,U05,ITS33-STAFFAUGC,4548.96 -"QWEST COMMUNICATIONS CO LLC, CENTURYLINK",2010,2009-11-05,CO,DENVER,Independents,Office of the Attorney General,AGO,08100000,DEPARTMENT OF THE ATTORNEY GENERAL,Budgetary,General Fund,0010,UU,Telecommunications Services Data,U01,ITT09,59.03 -"NEW ENGLAND OFFICE SUPPLY, INC.",2010,2009-11-24,MA,BRAINTREE,Public Safety and Security,Department of Fire Services,DFS,83240000,DEPARTMENT OF FIRE SERVICES,Budgetary,General Fund,0010,EE,Office & Administrative Supplies,E01,OFF28,202.76 -EXCEL LAN COMMUNICATIONS,2010,2009-11-27,MA,NORTHBORO,Energy & Environmental Affairs,State Reclamation Board,SRB,25201000,CENTRAL MASSACHUSETTS-MOSQUITO CONTROL,Trusts,Mosquito and Greenhead Fly Control Fund,0113,UU,Information Technology (IT) Cabling,U06,04012004NTWRK,100 -"JAMES M CAMERON, MASS CIVIL OFFICER ASSOC",2010,2009-12-02,,,Administration and Finance,Department of Revenue,DOR,12010162,Impact on Child Support Incentives (Fed Match) - ARRA,Trusts,Child Support Enforcement Fund,0142,JJ,"Sheriffs, Constables & Process Servers",J41,,26.4 -WACHUSETT EMERGENCY PHYS,2010,2009-07-13,MA,LEOMINSTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,42.59 -"PARKWELL HEALTHCARE, LLC",2010,2009-07-13,GA,ATLANTA,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,8296.6 -IHS OF CAPE COD LLC,2010,2009-09-21,MA,HARWICH,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,78.65 -COASTLINE ELDERLY SERVICES INC,2010,2009-10-13,MA,NEW BEDFORD,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,11671.32 -RHEUMATOLOGY CONSULTANTS,2010,2009-10-19,MA,BROCKTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,122.38 -"MARTHA'S VINEYARD HOSP INC, OUT PATIENT",2010,2009-10-26,MA,OAK BLUFFS,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,780.26 -"DB PHARMACY INC, DANIEL BALLING",2010,2009-12-04,MA,NANTUCKET,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,2513.58 -SOUTHCOAST EYE CARE INC,2010,2009-12-18,MA,NORTH DARTMOUTH,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,47.53 -FRANK T M NGHIEM DMD,2010,2009-12-04,MA,DORCHESTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,229 -PATRICIA E MELVILLE,2010,2009-10-23,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,2606.8 -DANIEL RUTRICK MD PC,2010,2009-10-28,MA,WATERTOWN,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,20 -JOHN F MULQUEEN MD,2010,2009-10-14,,,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,25 -"GREG DANAS, G&G FIREARMS EXPERTS",2010,2009-11-05,,,Judiciary,Committee for Public Counsel Service,CPC,03211520,INDIGENT PERSONS' FEES AND COURT COSTS,Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,2000 -TEK SYSTEMS INC,2010,2009-12-01,MD,HANOVER,Health and Human Services,Exec Office of Health & Human Services,EHS,40001700,Health and Human Services Information Technology Costs,Budgetary,General Fund,0010,UU,Information Technology (IT) Professionals,U05,ITS33,5600 -CAPRI OPTICS INC,2010,2009-08-24,NY,BROOKLYN,Public Safety and Security,Department of Correction,DOC,89000021,FOR THE COSTS OF PRODUCTS PRODUCED BY,Other,Intragovernmental Services Fund,0015,FF,Manufacturing Supply & Materials & Raw Materials,F19,RFR EW-7548-02,6632 -BAY COVE HUMAN SERVICES INC,2010,2009-12-23,MA,BOSTON,Health and Human Services,Department of Mental Health,DMH,50460000,MENTAL HEALTH SERVICES FOR ADULT CLIENTS,Budgetary,General Fund,0010,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,992630303401,40314.76 -GERALD F MASAITIS,2010,2009-07-10,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,102 -FREDERICK T HELLER,2010,2009-07-24,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,79.51 -SOUTH SHORE NEUROLOGY ASSC INC,2010,2009-08-07,MA,SOUTH WEYMOUTH,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,290.24 -BELLINGHAM FAMILY DENTAL,2010,2009-08-21,MA,CHELSEA,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,329 -IVERS RIFKIN,2010,2009-08-14,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,114 -TOWN OF EDGARTOWN,2010,2009-08-31,MA,EDGARTOWN,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,616.81 -"MERRIMACK VALLEY ANESTHESIA, ASSOCIATES INC",2010,2009-10-05,MA,WESTWOOD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,105.48 -H C WATSON CORPORATION,2010,2009-11-02,MA,DANVERS,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,17987.16 -M SWARTZ DDS & W ONEILLPC,2010,2009-11-20,MA,WEST ROXBURY,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,199 -"CARDIOLOGY & INTERNAL MEDICINE, ASSOCIATES INC",2010,2009-12-21,MA,SPRINGFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,46.07 -NORTH ATTLEBOROUGH DENTAL,2010,2009-12-04,MA,N ATTLEBORO,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,448 -THOMAS BESSETTE,2010,2009-10-23,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,875 -RAMONA HART,2010,2009-12-16,,,Transportation,Department of Transportation,DOT,61107201,SNOW AND ICE CONTROL,Trusts,Massachusetts Transportation Trust Fund,0044,NN,Highway Horizontal/Lateral Maintenance & Improvements,N22,SNOW & ICE CON,122.41 -TOWN OF WESTON,2010,2009-12-04,MA,WESTON,Independents,Secretary of the Commonwealth,SEC,05210005,Senate Special Election,Budgetary,General Fund,0010,PP,Grants To Public Entities,P01,,2488 -LAWYERS WEEKLY INC,2010,2009-08-05,MN,MINNEAPOLIS,Independents,Middlesex Sheriff's Department,SDM,89100107,FORMER MIDDLESEX COUNTY CORRECTIONAL,Budgetary,General Fund,0010,EE,Advertising Expenses,E13,,350 -G A BLANCO & SONS INC,2010,2009-09-01,MA,GREAT BARRINGTON,Public Safety and Security,Emergency Management Agency,CDA,80004692,HOMELAND SECURITY II,Federal Grants,Federal Grants Fund,0100,EE,Office & Administrative Supplies,E01,ITC36,740 -Vendor Name Not Available,2010,2009-12-16,,,Judiciary,Trial Court,TRC,03300300,ADMINISTRATIVE STAFF,Budgetary,General Fund,0010,JJ,Jury & Witness Fees,J24,,439.2 -GLOBAL MONTELLO GROUP LLC,2010,2009-12-21,MA,WALTHAM,Public Safety and Security,Department of Correction,DOC,89000001,ADMINISTRATION AND OPERATION OF THE,Budgetary,General Fund,0010,GG,Fuel For Buildings,G06,ENE220000000000,2274.15 -"MASSACHUSETTSMENTOR INC, PATRICIA MAGUIRE",2010,2009-10-07,MA,BOSTON,Health and Human Services,Department of Children and Families,DSS,48000038,SERVICES FOR CHILDREN & FAMILIES,Budgetary,General Fund,0010,MM,Purchased Human & Social Services For Clients/Non Medical,M03,DSSFNS06,993 -WESTON CORP,2010,2009-08-20,MA,HINGHAM,Judiciary,Committee for Public Counsel Service,CPC,03211520,INDIGENT PERSONS' FEES AND COURT COSTS,Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,275.6 -ROAD TO RESPONSIBILITY INC,2010,2009-09-08,MA,MARSHFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,37344.51 -"NORFOLK CTR FOR CANCER CARE&, HEMATOLOGY",2010,2009-08-28,MA,BROCKTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000875,CERVICAL/BREAST CANCER BENEFITS,Budgetary,General Fund,0010,RR,Medicaid,R10,,99.52 -"MASS EYE & EAR ASSOC INC, DEPT OTOLARYNGOLOGY",2010,2009-09-14,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000875,CERVICAL/BREAST CANCER BENEFITS,Budgetary,General Fund,0010,RR,Medicaid,R10,,141.18 -PATRICIA TOCCI,2010,2009-11-06,,,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,35.99 -DAVID CLINTON,2010,2009-12-18,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,13.56 -TU QUYNH T NGUYEN,2010,2009-12-18,MA,DORCHESTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,183.46 -IVPCARE INC,2010,2009-12-31,MA,WILMINGTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,2659.82 -MARC GERSTENFELD,2010,2009-10-09,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,3001.8 -"COUNSELING CENTER, IN THE BERKSHIRES INC",2010,2009-12-21,MA,PITTSFIELD,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,15 -UNIVERSITY OF MASS,2010,2009-10-29,MA,SHREWSBURY,Health and Human Services,Department of Public Health,DPH,45139037,RYAN WHITE COMPREHENSIVE AIDS RESOURCES,Federal Grants,Federal Grants Fund,0100,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,600214,970.67 -"TRI-COUNTY REGIONAL VOCATIONAL, SCHOOL DISTRICT",2010,2009-11-02,MA,FRANKLIN,Education,Elementary and Secondary Education,DOE,70437001,SPECIAL EDUCATION GRANTS,Federal Grants,Federal Grants Fund,0100,PP,Grants To Public Entities,P01,GRANT APPL,5407 -DS WATERS OF AMERICA INC,2010,2009-11-19,GA,ATLANTA,Public Safety and Security,Department of Police,POL,81000000,CONSOLIDATED DEPT OF STATE POLICE,Budgetary,Highway Fund,0101,EE,Bottled Water,E15,GRO18,94.6 -"NEW ENGLAND OFFICE SUPPLY, INC.",2010,2009-09-30,MA,BRAINTREE,Transportation,Registry of Motor Vehicles,RMV,84000001,REGISTRY OF MOTOR VEHICLES,Budgetary,Highway Fund,0101,EE,Office & Administrative Supplies,E01,OFF19,3331.74 -COMMUNITY NEWSPAPER CO INC,2010,2009-10-27,MA,NEEDHAM,Health and Human Services,Department of Developmental Services,DMR,59111003,DMR Administraion and Operations,Budgetary,General Fund,0010,EE,Advertising Expenses,E13,,109.27 -"NORTHEAST EMERGENCY MEDICAL, SERVICES INC",2010,2009-12-18,MA,WAKEFIELD,Health and Human Services,Department of Public Health,DPH,45161028,Support Enhancement for State and Local Public Health,Federal Grants,Federal Grants Fund,0100,PP,Grants To Non-Public Entities,PP1,005810,10000 -"LAW OFFICE OF PAMELA F, CHURCHILL PC",2010,2009-09-10,MA,PLYMOUTH,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,5978.75 -EDWARD J BUSICK,2010,2009-07-17,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,40.39 -GOLDMAN & FRIEDMAN,2010,2009-07-31,MA,MILFORD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,102 -GREATER BOS MEDICAL ASSOC INC,2010,2009-08-07,MA,BRIGHTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,471.32 -LARRY LITSCHER MD,2010,2009-11-13,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,199.34 -JEFFREY S FELDMAN MD PC,2010,2009-11-20,MA,WINCHESTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,108.41 -JAMES LISAK,2010,2009-12-04,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000320,PRIOR YEAR COLLECTIONS FROM LIENS/ESTATE,Budgetary,General Fund,0010,RR,Medicaid,R10,,145.82 -"BAYSTATE OB/GYN GROUP, INC.",2010,2009-12-11,MA,SPRINGFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,2997.66 -COMMUNITY HEALTH PROG INC,2010,2009-11-02,MA,GREAT BARRINGTON,Health and Human Services,Department of Public Health,DPH,45701512,NATIONAL CANCER PREVENTION CONTROL,Federal Grants,Federal Grants Fund,0100,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,900817,75.96 -"TOWN OF WEYMOUTH, TOWN HALL",2010,2009-12-28,MA,WEYMOUTH,Independents,Massachusetts Cultural Council,ART,06400300,MASSACHUSETTS CULTURAL COUNCIL,Budgetary,General Fund,0010,PP,Grants To Public Entities,P01,,16190 -RAM AMBULANCE INC,2010,2009-07-13,MA,W SPRINGFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,336.36 -OB GYN GROUP OF ATTLEBORO INC,2010,2009-08-10,MA,ATTLEBORO,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,2598.83 -SEDELL INC,2010,2009-08-14,MA,RAYNHAM CTR,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,114.62 -LEONARD A SIMONELLI,2010,2009-08-14,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,7.16 -ANGELS NEUROLOGICAL CENTERS PC,2010,2009-09-08,MA,ABINGTON,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,.76 -NORTHEAST CLINICAL SER INC,2010,2009-09-28,MA,DANVERS,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,67996.9 -BAYSTATE MARY LANE HOSPCOR,2010,2009-10-13,MA,WARE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000320,PRIOR YEAR COLLECTIONS FROM LIENS/ESTATE,Budgetary,General Fund,0010,RR,Medicaid,R10,,1147.13 -"RIVERSIDE COMMUNITY MENTAL HEALTH &, RETARDATION CENTER",2010,2009-10-13,MA,DEDHAM,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,111189.15 -SATISH R RAO,2010,2009-10-09,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,575 -"TOWN OF FOXBOROUGH, CITY HALL",2010,2009-11-23,MA,FOXBORO,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,32.23 -CVS MANCHESTER NH LLC,2010,2009-11-30,RI,WOONSOCKET,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,19.98 -SOUTHEASTERN ORAL & MAXILL,2010,2009-12-07,MA,BROCKTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,3025.34 -SPS NEW ENGLAND INC,2010,2009-09-29,MA,SALISBURY,Transportation,Highway Dept,DPW,60330816,Federally Assisted Construction (FA) - Non Interstate,Capital,Federal Highway Construction Program Capital Projects Fund,0290,NN,Highway Horizontal/Lateral Construction,N21,0055204,334043.19 -"EGI BUSINESS TRUST, ELIASSEN GROUP, INC",2010,2009-12-11,MA,WAKEFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,17902010,E-GOVERNMENT RESERVE,Capital,General Capital Projects Fund,0200,UU,Information Technology (IT) Professionals,U05,ITS33,14689.53 -"BRAMAN CHEMICAL, ENTERPRISES INC",2010,2009-09-08,MA,AGAWAM,Health and Human Services,Department of Youth Services,DYS,42000300,RESIDENTIAL SERVICES FOR COMMITTED,Budgetary,General Fund,0010,NN,Exterminators/Integrated Pest Management,N71,FAC500000000000,263.06 -MAY INSTITUTE INC,2010,2009-08-05,MA,RANDOLPH,Health and Human Services,Department of Mental Health,DMH,50460000,MENTAL HEALTH SERVICES FOR ADULT CLIENTS,Budgetary,General Fund,0010,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,98-2840-3034-01,13161 -ROAD TO RESPONSIBILITY INC,2010,2009-12-16,MA,MARSHFIELD,Health and Human Services,Department of Developmental Services,DMR,59112000,TRANSPORTATION COMPONENT,Budgetary,General Fund,0010,MM,Purchased Human & Social Services For Clients/Non Medical,M03,EMP_DAY_09,1000 -"CAREMARK INC, C/O STEVEN ANDERSON",2010,2009-07-13,IL,NORTHBROOK,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,149554.59 -"NELSON M AZOCAR, LAW OFFCS NELSON M AZOCAR",2010,2009-09-11,MA,CHELSEA,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,1463.75 -MARC WHALEY,2010,2009-07-31,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,55.05 -WESTERN MASS G I ASSOCIATES,2010,2009-08-14,MA,SPRINGFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,1118.62 -CHARLES A BIRBARA MD INC,2010,2009-09-04,MA,WORCESTER,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,2.38 -PAIN RELIEF CTR OF CAPE CO,2010,2009-09-14,MA,S YARMOUTH,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,692.33 -"BRIAN D TEDESCO DPM, & GEORGE A ABBOUD DMP PC",2010,2009-09-25,MA,PEABODY,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,146.01 -"FAIRVIEW EXTND CA SVCS INC, R. FIREWICZ, ADM.",2010,2009-10-19,MA,PITTSFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000320,PRIOR YEAR COLLECTIONS FROM LIENS/ESTATE,Budgetary,General Fund,0010,RR,Medicaid,R10,,4850.7 -AMY L GLEASON-WIEGANDT,2010,2009-11-13,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,.83 -"SIMON W YAMPOLSKI DMD, PC",2010,2009-11-16,MA,MILFORD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,1407 -"BOSTON PULMONARY & CRITICAL, CARE ASSOCIATES",2010,2009-11-20,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,441.34 -THEODORE J PATSOS,2010,2009-12-31,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,30.39 -STOP & SHOP SUPERMARKET CO LLC,2010,2009-12-28,MA,QUINCY,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,6142.96 -WOBURN NEPHROLOGY ASSOC PC,2010,2009-10-22,MA,WOBURN,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,25 -"RIVERSIDE COMMUNITY MENTAL HEALTH &, RETARDATION CENTER",2010,2009-11-03,MA,DEDHAM,Health and Human Services,Department of Mental Health,DMH,50460000,MENTAL HEALTH SERVICES FOR ADULT CLIENTS,Budgetary,General Fund,0010,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,2010NEA305401,158601.54 -TOWN OF HOPEDALE,2010,2009-12-08,MA,HOPEDALE,Administration and Finance,Department of Revenue,DOR,12332000,REIMBURSEMENT FOR LOSS OF TAXES G L TER,Budgetary,General Fund,0010,PP,Cherry Sheet Distributions,P04,,22590 -MASSACHUSETTS LEGAL ASSISTANCE CORP,2010,2009-07-23,MA,BOSTON,Judiciary,Supreme Judicial Court,SJC,03211600,MASSACHUSETTS LEGAL ASSISTANCE CORP.,Budgetary,General Fund,0010,HH,Attorneys/Legal Services,H09,LEGISLATOREXEMP,2375000 -"MASSACHUSETTS ELECTRIC COMPANY, NATIONALGRID",2010,2009-11-24,MA,NORTHBOROUGH,Public Safety and Security,Military Division,MIL,87000001,MILITARY DIVISION,Budgetary,General Fund,0010,GG,Electricity,G03,,397.48 -LATHAM CENTERS INC,2010,2009-10-07,MA,BREWSTER,Health and Human Services,Department of Developmental Services,DMR,59202000,RESIDENTIAL AND DAY COMPONENT,Budgetary,General Fund,0010,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,03-CC-314,6700 -T. & C. FLYNN'S PHARMACY INC.,2010,2009-07-13,MA,PITTSFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,15565 -"MARINA V PINKAS, DMD, PC",2010,2009-07-17,MA,N ATTLEBORO,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,242 -HEIDI ZIMMERLI,2010,2009-07-17,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,215.94 -ST ELIZABETHS HOSPITAL,2010,2009-07-27,MA,BRIGHTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,1040.76 -EDWARD M NOWAK,2010,2009-08-14,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,49.34 -WINCHESTER EMERGENCY MEDICAL ASSOC,2010,2009-08-28,MA,WINCHESTER,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,29.63 -VISTING NURSE ASSOC OF BOSTON,2010,2009-09-28,MA,CHARLESTOWN,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,226.78 -FRANCIS P ERMILIO,2010,2009-10-02,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,5.2 -"ARROW PRESCRIPTION CENTER, PRESCRIPTION CENTER #31",2010,2009-10-09,MA,WESTFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,232.24 -MICHAEL P MEEGAN,2010,2009-10-09,MA,SOUTH WALPOLE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000320,PRIOR YEAR COLLECTIONS FROM LIENS/ESTATE,Budgetary,General Fund,0010,RR,Medicaid,R10,,557.96 -JOHN F BURTON,2010,2009-11-06,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,143.05 -SOUTHCOAST CHIROPRACTIC,2010,2009-10-30,MA,NEW BEDFORD,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,5.2 -DANIEL P BENOIT,2010,2009-10-30,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,24.1 -GRABIAS MEDICAL GROUP PC,2010,2009-12-07,MA,WEBSTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000320,PRIOR YEAR COLLECTIONS FROM LIENS/ESTATE,Budgetary,General Fund,0010,RR,Medicaid,R10,,74.86 -CENTRAL MASS PODIATRY PC,2010,2009-12-14,MA,WORCESTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,55.13 -MICHAEL J CUNHA,2010,2009-12-31,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,2.6 -"UHS OF FULLER, FULLER HOSPITAL",2010,2009-11-30,MA,S ATTLEBORO,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,110 -"UNITED PARCEL SERVICE, INC.",2010,2009-09-21,GA,ATLANTA,Energy & Environmental Affairs,Department of Environmental Protection,EQE,22000100,ENIVRONMENTAL COMPLIANCE,Budgetary,General Fund,0010,EE,Postage,E06,,12.72 -METROPOLITAN TELEPHONE CO INC,2010,2009-09-08,MA,WALPOLE,Energy & Environmental Affairs,Department of Environmental Protection,EQE,20001700,Energy and Environment Information Technology Costs,Budgetary,General Fund,0010,UU,Information Tech (IT) Equipment Maintenance & Repair,U10,BASIT-01,307.5 -"GREATER NEW BEDFORD PHYSICAL, THERAPY & SPORTS REHAB INC",2010,2009-12-04,MA,NEW BEDFORD,Labor and Workforce Development,Division of Industrial Accidents,DIA,94400208,IMPARTIAL MEDICAL EXAMINATION,Trusts,Expendable Trust Fund - External,0300,JJ,Legal Support Services,JJ1,LEG EXEMPT,450 -AVAYA INC,2010,2009-11-18,NJ,BASKING RIDGE,Education,Department of Higher Education,RGT,70660000,HIGHER EDUCATION COORDINATING COUNCIL,Budgetary,General Fund,0010,UU,Information Tech (IT) Equipment Maintenance & Repair,U10,ITT12DESGINATED,1000.8 -RICHARD ZANIEWSKI,2010,2009-12-15,,,Independents,Office of the Treasurer,TRE,06100605,UNPAID CHECK FUND,Trusts,Suspense Fund,0610,TT,Payment Of Unclaimed Funds,T15,,611.9 -TOWN OF AGAWAM,2010,2009-07-27,MA,AGAWAM,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,776.2 -RADIOLOGY ONCOLOGY ASSOCIATES,2010,2009-07-10,MA,LUDLOW,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,45.12 -HILLTOWN COMM HEALTH CTRS INC,2010,2009-08-10,MA,WORTHINGTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,763.1 -"JULES RAKO MD, PEDIATRIC HEALTH CARE",2010,2009-08-07,MA,BROCKTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,161.8 -STAY WELL AHDC INC,2010,2009-08-17,NJ,GLEN ROCK,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,36989.9 -INNOVATIVE PHYSICIAN SVCS LLC,2010,2009-09-18,MA,SPRINGFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,711.62 -NANCY DUNCAN,2010,2009-09-21,,,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,808.87 -DHIRENDRA S BANA,2010,2009-09-25,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,74.86 -IRINA V TOLMACH,2010,2009-10-16,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,102 -"DUXBURY HEALTHCARE PARTNERSHIP, BAY PATH NURSING & REHAB INC",2010,2009-11-23,MA,NORWELL,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,11401.3 -JOHN J MEADE,2010,2009-11-20,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,49 -EXCEL HOMECARE SERVICESINC,2010,2009-11-09,MA,LUDLOW,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,560.33 -THE WILLIAM A ALLEN CO INC,2010,2009-12-07,MA,LEOMINSTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000320,PRIOR YEAR COLLECTIONS FROM LIENS/ESTATE,Budgetary,General Fund,0010,RR,Medicaid,R10,,152 -PEPPERELL PHARMACY INC,2010,2009-12-31,MA,PEPPERELL,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,1302.81 -MARY G CIRI,2010,2009-11-06,,,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,HH,Health and Safety Services,HH4,RFR99-8990004,636.99 -ROBERT L CHESBRO,2010,2009-10-23,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,2662.5 -"MCDERMOTT-PALLOTTA INC, EVANS & FAULKNER",2010,2009-11-13,MA,WATERTOWN,Health and Human Services,Department of Children and Families,DSS,48000015,DSS CENTRAL AND REGIONAL ADMINISTRATION,Budgetary,General Fund,0010,JJ,Photographic & Micrographic Services,J33,DSSJ33,404.85 -RETROFIT INC,2010,2009-11-17,MA,MILFORD,Health and Human Services,Mass Rehabilitation Commission,MRC,41200020,VOCATIONAL REHABILITATION,Federal Grants,Federal Grants Fund,0100,UU,Information Tech (IT) Equipment Maintenance & Repair,U10,ITC16A,864 -"NARRAGANSETT REGIONAL SCH DIST, PHYLLIS M ERICKSON",2010,2009-11-10,MA,OTTER RIVER,Education,Elementary and Secondary Education,DOE,70301002,KINDERGARTEN EXPANSION GRANTS,Budgetary,General Fund,0010,PP,Grants To Public Entities,P01,GRANT APPL,1437 -GEORGE S BENJAMIN,2010,2009-11-06,,,Public Safety and Security,Chief Medical Examiner,CME,80000122,CHIEF MEDICAL EXAMINER RET REV,Budgetary,General Fund,0010,HH,Health and Safety Services,HH4,OCME 2008-002,400 -"PROFESSIONAL STAFFING GROUP, PSG",2010,2009-11-03,MA,BOSTON,Health and Human Services,Department of Public Health,DPH,45100404,BIOTERRORISM HOSPITAL PREPAREDNESS,Federal Grants,Federal Grants Fund,0100,JJ,Temporary Help Services,J46,PRF34,659.47 -"REED ELSEVIER, LEXIS LAW PUBLISHING",2010,2009-12-14,VA,CHARLOTTESVILLE,Administration and Finance,Department of Revenue,DOR,12010100,DEPARTMENT OF REVENUE-ADMINISTRATION,Budgetary,General Fund,0010,EE,"Subscriptions, Memberships & Licensing Fees",E12,,8859.25 -DEBORAH T WALSH,2010,2009-11-30,,,Independents,Board of Library Commissioners,BLC,70009702,LIBRARY SERVICES AND TECHNOLOGY ACT,Federal Grants,Federal Grants Fund,0100,HH,Reim Trav/Exp For Consultant Services,H98,,800 -PITNEY BOWES INC,2010,2009-12-24,CT,STAMFORD,Judiciary,Trial Court,TRC,03303337,Trial Court Additional Expenses,Budgetary,General Fund,0010,EE,Postage,E06,,2229 -FIDELITY HOUSE,2010,2009-12-09,MA,LAWRENCE,Health and Human Services,Department of Developmental Services,DMR,59202000,RESIDENTIAL AND DAY COMPONENT,Budgetary,General Fund,0010,MM,Purchased Human & Social Services For Clients/Non Medical,M03,303MV09,4100 -"NEURO REHAB ASSOCIATES, NORTHEAST REHAB HOSPITAL",2010,2009-07-13,NH,SALEM,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,6104.68 -ACADEMY NURSING HOME INC,2010,2009-08-03,PA,KENNETT SQUARE,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,110014.43 -STUART LEVINE & DENA BABIN,2010,2009-08-07,MA,FALL RIVER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,91 -PATHOLOGISTS OF ST ANNE PC,2010,2009-09-04,MA,FALL RIVER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,368.88 -BELMONT MEDICAL ASSOC INC,2010,2009-08-28,MA,CAMBRIDGE,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,31.53 -NEUROLOGY ASSOCIATES P C,2010,2009-09-14,MA,NORTH DARTMOUTH,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,12.31 -TUFTS MEDICAL CENTER INC,2010,2009-10-05,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,3879.84 -JORDAN HOSPITAL INC,2010,2009-10-13,MA,PLYMOUTH,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,24782.84 -CATHERINE HONDORP,2010,2009-09-25,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,74.36 -WORCESTER FAMILY DENTALPC,2010,2009-10-16,MA,WORCESTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,920 -FALMOUTH HOSPITAL ASSOC INC,2010,2009-10-19,MA,FALMOUTH,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,6288.51 -FRC INC,2010,2009-11-09,MA,WEST ROXBURY,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,5121.61 -EDGARDO C ANGELES MD & ASSOC,2010,2009-11-06,MA,MIDDLEBORO,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,24.81 -JOHN M CARROLL,2010,2009-11-16,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,573.06 -"BERKSHIRE MEDICAL CTR INC, PATIENT ACCOUNTING",2010,2009-11-30,MA,PITTSFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000875,CERVICAL/BREAST CANCER BENEFITS,Budgetary,General Fund,0010,RR,Medicaid,R10,,7849.45 -"CLINTON HOSPITAL, R REDDICK",2010,2009-11-30,MA,CLINTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,8714.21 -RUTH HAZEN MD,2010,2009-12-04,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000320,PRIOR YEAR COLLECTIONS FROM LIENS/ESTATE,Budgetary,General Fund,0010,RR,Medicaid,R10,,1092.92 -CRESCENT MANOR REST HM INC,2010,2009-12-21,MA,GRAFTON,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,10749.1 -"EGLESTON SQUARE PHARMACY,",2010,2009-12-31,MA,ROXBURY,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,7.38 -VALLEY MEDICAL ASSOCIATES PC,2010,2009-12-31,MA,SPRINGFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40001400,MASSHEALTH HIV EXPANSION,Budgetary,General Fund,0010,RR,Medicaid,R10,,73.45 -ELIOT COMMUNITY HUMAN SRVCS,2010,2009-09-16,MA,LEXINGTON,Health and Human Services,Department of Children and Families,DSS,48000041,DELIVERY OF GROUP CARE SERVICES TO,Budgetary,General Fund,0010,MM,Purchased Human & Social Services For Clients/Non Medical,M03,DSS-FNS06,99504.91 -OPTOMETRY ASSOC WORC INC,2010,2009-07-10,MA,WORCESTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,35 -METROPOLITAN ANESTHESIA LLC,2010,2009-07-20,MA,MELROSE,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,885.15 -"BOSTON CLINICAL, LABORATORIES INC",2010,2009-08-21,MA,WALTHAM,Health and Human Services,Exec Office of Health & Human Services,EHS,40001400,MASSHEALTH HIV EXPANSION,Budgetary,General Fund,0010,RR,Medicaid,R10,,340.48 -JEFFREY S FELDMAN MD PC,2010,2009-08-21,MA,WINCHESTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,83.06 -URBAN EYE MD ASSOCIATES PC,2010,2009-08-31,MA,ROXBURY,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,2203.08 -FRANK T M NGHIEM DMD,2010,2009-09-11,MA,DORCHESTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,587 -LONGWOOD ORTHOPEDIC ASSOC,2010,2009-10-02,MA,CHESTNUT HILL,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,189.85 -MONT MARIEHEALTH CARE CTR INC,2010,2009-10-19,MA,HOLYOKE,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,2709 -ROBERT M MCCARTHY DR,2010,2009-10-19,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,5085 -JEFFREY D HOROWITZ MD PC,2010,2009-10-23,MA,FALL RIVER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,73.71 -MASSACHUSETTS ASSISTED LIVING LLC,2010,2009-11-02,MA,NEEDHAM,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,4879.93 -ROBERT M CONDON,2010,2009-11-20,,,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,34.35 -JESSICA N TORRE DDS PC,2010,2009-11-13,MA,NANTUCKET,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,69 -INDEPENDENCE EYE ASSOC,2010,2009-11-13,MA,FAIRHAVEN,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,140.41 -FOUR WOMEN PHYSICIAN GROUP,2010,2009-11-30,MA,ATTLEBORO,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,8596.85 -"PEDIATRIC ASSOC OF GREATER SALEM INC, OF GREATER SALEM INC",2010,2009-10-22,MA,SALEM,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,25 -DENNIS K. BURKE INC.,2010,2009-09-25,MA,CHELSEA,Transportation,Highway Dept,DPW,60330717,Non-Federally Assisted Construction & Advertisement costs,Capital,Highway Capital Projects Fund,0210,EE,"Fees, Fines, Licenses, Permits & Chargebacks",E19,ENE200000000000,2941.05 -MINHTRAM THI TRAN,2010,2009-11-12,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,11015 -"NEXTEL COMMUNICATIONS MID ATLA, CORPORATE HEADQTRS",2010,2009-12-08,VA,RESTON,Health and Human Services,Mass Rehabilitation Commission,MRC,41200029,VOCATIONAL REHABILITATION TRUST FUNDS,Trusts,Expendable Trust Fund - External,0300,UU,Telecommunications Services - Voice,U02,ITT09,1172.23 -"PARADIS FUNERAL HOME, INC",2010,2009-11-27,MA,OXFORD,Public Safety and Security,Chief Medical Examiner,CME,80000105,OFFICE OF CHIEF MEDICAL EXAMINER,Budgetary,General Fund,0010,HH,Health and Safety Services,HH4,RFROCME2007004,182 -SOUTH SHORE SUPPORT SERV INC,2010,2009-09-09,MA,WEYMOUTH,Health and Human Services,Department of Developmental Services,DMR,59202000,RESIDENTIAL AND DAY COMPONENT,Budgetary,General Fund,0010,MM,Purchased Human & Social Services For Clients/Non Medical,M03,98-SC-902,41924.86 -"DEVENS RESERVE FORCES TRAINING, AREA",2010,2009-11-09,MA,DEVENS,Independents,Middlesex Sheriff's Department,SDM,89100107,FORMER MIDDLESEX COUNTY CORRECTIONAL,Budgetary,General Fund,0010,EE,Temp Use Space/Confer-Incidental Includes Reservation Fees,E22,,200 -ARA BARSAMIAN,2010,2009-07-31,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,70.11 -"BEAUMONT REHAB AND SKILLED, NURSING CENTER (WESTBORO)",2010,2009-08-17,MA,WESTBOROUGH,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,35223.84 -PAILIN DENTAL CENTER PC,2010,2009-09-14,MA,LOWELL,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,859.64 -LYUDMILA SHNAYDER DMD PC,2010,2009-10-02,MA,EVERETT,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,139 -HEALTH CARE OF CAPE COD,2010,2009-10-05,MA,BROCKTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,115.51 -DAVID M GUYETTE,2010,2009-10-09,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000320,PRIOR YEAR COLLECTIONS FROM LIENS/ESTATE,Budgetary,General Fund,0010,RR,Medicaid,R10,,51.4 -STEPHEN HOENIG,2010,2009-09-25,,,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,79.24 -"MILFORD GASTROENTEROLOGY, ASSOCIATES INC",2010,2009-11-09,MA,MILFORD,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,1134.78 -EMT CORP,2010,2009-11-23,MA,LAWRENCE,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,344.64 -"SAINTS MEMORIAL MED CT,INC, BUSINESS OFFICE",2010,2009-11-16,MA,LOWELL,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,7305.06 -LEOMINSTER MEDICAL ASSOCIATES,2010,2009-11-27,MA,LEOMINSTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,33.18 -JOHN L OHMAN JR,2010,2009-12-18,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,145.82 -"MARIA IOANNOU-BEGIN, LAW OFFICE M IOANNOU-BEGIN",2010,2009-11-24,MA,FRAMINGHAM,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,450 -"DIANNE G RUTAN, MCCARTHY REPORTING SERVICE",2010,2009-12-07,,,Judiciary,Committee for Public Counsel Service,CPC,03211520,INDIGENT PERSONS' FEES AND COURT COSTS,Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,1137 -ANTHONY J J SAIA,2010,2009-09-22,,,Administration and Finance,Department of Revenue,DOR,12010410,DOR CHILD SUPPORT ENFORCEMENT TRUST FUND,Trusts,Child Support Enforcement Fund,0142,JJ,"Sheriffs, Constables & Process Servers",J41,,24.22 -"UNITED PARCEL SERVICE, INC.",2010,2009-10-22,GA,ATLANTA,Health and Human Services,Department of Public Health,DPH,45120102,SEXUALLY TRANSMITTED DISEASE CONTROL,Federal Grants,Federal Grants Fund,0100,JJ,Auxiliary Services,JJ2,OFF31,1094 -VERMONT ARTS EXCHANGE,2010,2009-10-29,VT,NORTH BENNINGTON,Health and Human Services,Department of Public Health,DPH,45900915,HOSPITAL OPERATIONS,Budgetary,General Fund,0010,MM,Indiv W/Orgs Medical Health,M2M,800617,5300 -ACTON WATER SUPPLY DISTRICT,2010,2009-11-03,MA,ACTON,Health and Human Services,Department of Developmental Services,DMR,59202010,FOR STATE OPERATED COMMUNITY BASED,Budgetary,General Fund,0010,GG,Sewage Disposal & Water,G08,,497.62 -DELL MARKETING LP,2010,2009-11-20,TX,ROUND ROCK,Energy & Environmental Affairs,Department of Fish and Game,FWE,23309742,Age and Growth Project Segment One,Federal Grants,Federal Grants Fund,0100,NN,Non-Major Facility Infrastructure Maintenance and Repair,N50,ITC16A,1391.71 -ZBIGNIEW DOMBEK,2010,2009-07-10,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,53.24 -JAMES S ROSENTHAL MD PC,2010,2009-07-20,MA,SPRINGFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,100.63 -"BAYSTATE MRI & IMAGE CTR, BAYSTATE MRI & IMAGING CTR",2010,2009-08-03,MA,SPRINGFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,3049.94 -"BOSTON UNIVERSITY MEDICAL, CENTER RADIOLOGISTS INC",2010,2009-07-31,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,12039.78 -MICHAEL A TAYLOR MD,2010,2009-08-10,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40001400,MASSHEALTH HIV EXPANSION,Budgetary,General Fund,0010,RR,Medicaid,R10,,58.67 -BRIGHT DENTAL INC,2010,2009-07-24,MA,WORCESTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,8581 -MARITZA MORELL DMD PC,2010,2009-08-28,MA,LAWRENCE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,3534 -ADVANCED DENTAL SPA,2010,2009-10-02,MA,NEW BEDFORD,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,1114 -"BUMC OTOLARYNGOLOGIC, FOUNDATION INC",2010,2009-10-02,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,632.78 -LARKIN EDWARD CDMD,2010,2009-11-16,MA,N BROOKFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,285 -"PROVIDENCE DIAGNOSTIC IMAGING, ATTN MAUREEN GERRARD",2010,2009-11-27,MA,LUDLOW,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,6.78 -PRIMARY CARE AFFILIATES INC,2010,2009-11-27,MA,BROCKTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,311.68 -DAVID J ZWICKER,2010,2009-10-08,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,4882.4 -BEVERLY A GRAVISON,2010,2009-10-30,,,Judiciary,Committee for Public Counsel Service,CPC,03211520,INDIGENT PERSONS' FEES AND COURT COSTS,Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,4501.77 -FISCHER NEUROLOGY ASSC,2010,2009-07-10,MA,MELROSE,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,156.96 -STEPHEN J BOURGAULT,2010,2009-08-07,,,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,12 -PAUL E TESONE DDS INC,2010,2009-09-18,MA,EVERETT,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,292 -TUCKER ROAD DENTAL PC,2010,2009-09-11,MA,NORTH DARTMOUTH,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,338 -"SOMERVILLE-CAMBRIDGE ELDER SER, SERVICES INC",2010,2009-10-05,MA,SOMERVILLE,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,429.84 -LISA A TRAVEIS,2010,2009-10-02,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,79.51 -SPECIALIZED HOUSING INC,2010,2009-09-25,MA,BROOKLINE,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,524.29 -JOSLIN CLINIC INC,2010,2009-10-16,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,745.89 -"PRICE CHOPPER OPERATING CO, OF MASS INC",2010,2009-10-26,NY,SCHENECTADY,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,202.07 -COMMONWEALTH SURGICAL ASSOC,2010,2009-10-30,MA,STONEHAM,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,258.81 -ELSA A GUZMAN,2010,2009-11-02,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,2697 -M.BERN HEMATOLO ONCOLOGPC,2010,2009-11-06,ME,JONESPORT,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,33.74 -RONALD E WESTON,2010,2009-11-13,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,247 -DAVID SIEGENBERG MD P C,2010,2009-12-04,MA,READING,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,45.62 -GARY DRUG CO,2010,2009-12-18,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,6.48 -TERRI HAVEN,2010,2009-12-18,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,71.98 -SHAWS SUPERMARKETS INC,2010,2009-12-14,ID,BOISE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,59.31 -AETNA BRIDGE COMPANY,2010,2009-10-06,RI,PAWTUCKET,Transportation,Highway Dept,DPW,60330816,Federally Assisted Construction (FA) - Non Interstate,Capital,Federal Highway Construction Program Capital Projects Fund,0290,NN,Highway Horizontal/Lateral Construction,N21,0057633,101754.85 -NORTHEAST GASTRO ASSOC PC,2010,2009-09-22,NH,SALEM,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,40 -CAPE COD SURGEONS PC,2010,2009-10-02,MA,FALMOUTH,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,10 -COMMUNITY HEALTH CENTER INC,2010,2009-12-14,CT,MENDEN,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,2.6 -DRIVERS LICENSE GUIDE,2010,2009-10-27,CA,REDWOOD CITY,Transportation,Registry of Motor Vehicles,RMV,84000001,REGISTRY OF MOTOR VEHICLES,Budgetary,Highway Fund,0101,EE,"Subscriptions, Memberships & Licensing Fees",E12,,70 -"NEIGHBORHOOD HEALTH PLAN INC, ACCOUNTING DEPT",2010,2009-08-10,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,50339823.68 -SULLIVAN & ASSOCIATES INC,2010,2009-09-29,MA,SPRINGFIELD,Health and Human Services,Mass Rehabilitation Commission,MRC,41204000,INDEPENDENT LIVING ASSISTANCE PROGRAM,Budgetary,General Fund,0010,MM,Purchased Human & Social Services For Clients/Non Medical,M03,MRC-09ILSLS,49405.56 -DENNIS K. BURKE INC.,2010,2009-09-09,MA,CHELSEA,Health and Human Services,Soldiers' Home in Massachusetts,CHE,41800100,SOLDIERS' HOME IN CHELSEA,Budgetary,General Fund,0010,GG,Fuel For Buildings,G06,ENE220000000000,637.96 -DSCI CORPORATION,2010,2009-12-14,MA,WALTHAM,Education,Roxbury Community College,RCC,70610004,State Fiscal Stabilization Fund - Education State Grant,Federal Grants,Federal Grants Fund,0100,UU,Information Technology (IT) Cabling,U06,,12319 -MARY E GILFUS,2010,2009-08-07,,,Independents,Victim and Witness Assistance Board,VWA,08400115,VICTIM WITNESS ASSISTANCE BOARD EXPEND-,Trusts,Expendable Trust Fund - External,0300,HH,Honoraria For Visiting Speakers/Lecturers,H15,,1000 -NEW ENGLAND VILLAGES INC,2010,2009-09-23,MA,PEMBROKE,Health and Human Services,Department of Developmental Services,DMR,59202000,RESIDENTIAL AND DAY COMPONENT,Budgetary,General Fund,0010,MM,Purchased Human & Social Services For Clients/Non Medical,M03,EMP_DAY_09,789.56 -"RFK CHILDRENS ACTION CORP INC, ACTION CORPS INC",2010,2009-12-17,MA,BOSTON,Health and Human Services,Department of Children and Families,DSS,48000041,DELIVERY OF GROUP CARE SERVICES TO,Budgetary,General Fund,0010,MM,Purchased Human & Social Services For Clients/Non Medical,M03,DSS-FNS06,332 -SERIO BROTHERS INC,2010,2009-09-11,MA,WESTMINSTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,423.85 -EASCARE LLC,2010,2009-08-28,MA,DORCHESTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,1662.62 -RUTH HAZEN MD,2010,2009-09-18,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,671.47 -"BETH ISRAEL HOSPITAL ASSOC, AMBULATORY BILLING",2010,2009-09-21,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,7253.04 -ALEC H JARET,2010,2009-09-14,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,1905 -RAECHEL A MCGHEE,2010,2009-09-14,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,211.2 -BALBONI'S DRUGSTORE INC,2010,2009-10-05,MA,PLYMOUTH,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,291.3 -NORTH FALMOUTH PHARMACY INC,2010,2009-10-05,MA,NORTH FALMOUTH,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,8650.16 -"NORTH CHARLES MENTAL HEALTH, RESCH & TRAINING FOUNDATION",2010,2009-10-13,MA,CAMBRIDGE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,7051.22 -HERO DENTAL OF BROCKTONPC,2010,2009-10-26,CO,COLORADO SPGS,Health and Human Services,Exec Office of Health & Human Services,EHS,40000950,Children's Behavioral Health Initiative,Budgetary,General Fund,0010,RR,Medicaid,R10,,9946.46 -"BETH ISRAEL HOSPITAL ASSOC, AMBULATORY BILLING",2010,2009-11-02,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000875,CERVICAL/BREAST CANCER BENEFITS,Budgetary,General Fund,0010,RR,Medicaid,R10,,2189.47 -LOCKE & WHITE DENTAL ASSCS,2010,2009-11-16,MA,HULL,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,684 -HAWTHORN MEDICAL ASSOCIATES LLC,2010,2009-11-16,MA,N DARTMOUTH,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,264.94 -CHILD MED OFF NO ANDOVR PC,2010,2009-11-23,MA,N ANDOVER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,2745.54 -ASHBURNHAM FAMILY PHARMACY,2010,2009-11-16,MA,ASHBURNHAM,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,585.07 -SURGICAL NEUROLOGY INC,2010,2009-11-30,MA,NEWTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,99.61 -ADVANCED FAMILY EYE CARE,2010,2009-11-27,MA,METHUEN,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,253.56 -DOYLE'S CORNER DRUG INC,2010,2009-11-27,MA,IPSWICH,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,16.58 -MATHEW JOSEPH C,2010,2009-09-18,MA,ATHOL,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,20 -EDWARD BROOKE CHARTER SCHOOL,2010,2009-12-02,MA,BOSTON,Education,Elementary and Secondary Education,DOE,70607001,Special Education Grants for States-ARRA,Federal Grants,Federal Grants Fund,0100,PP,Grants To Public Entities,P01,GRANT APPL,5377 -LEXINGTON HOUSING AUTHORITY,2010,2009-11-02,MA,LEXINGTON,Housing and Economic Development,Dept of Housing & Community Development,OCD,70049005,FOR PAYMENTS TO HOUSING AUTHORITIES,Budgetary,General Fund,0010,PP,Subsidies,P02,OCDP02,20000 -TERMINIX INTERNATIONAL,2010,2009-08-21,MA,SPRINGFIELD,Health and Human Services,Soldiers' Home in Massachusetts,CHE,41800100,SOLDIERS' HOME IN CHELSEA,Budgetary,General Fund,0010,NN,Exterminators/Integrated Pest Management,N71,FAC500000000000,441 -"MASSACHUSETTS ELECTRIC COMPANY, NATIONALGRID",2010,2009-08-17,MA,NORTHBOROUGH,Public Safety and Security,Military Division,MIL,87000001,MILITARY DIVISION,Budgetary,General Fund,0010,GG,Electricity,G03,,353.97 -SULLIVAN & COGLIANO DESIGNERS,2010,2009-11-06,MA,WALTHAM,Administration and Finance,Information Technology Division,ITD,17902015,Information Technology Projects,Capital,General Capital Projects Fund,0200,UU,Information Technology (IT) Professionals,U05,ITS33,3840 -WORLD EDUCATION INC,2010,2009-12-01,MA,BOSTON,Independents,Middlesex Sheriff's Department,SDM,70350002,BASIC ED ATTAINMENT AND WORK RELATED,Budgetary,General Fund,0010,EE,Office & Administrative Supplies,E01,,200 -"CELLCO PARTNERSHIP DBA VERIZON WIRELESS, VERIZON WIRELESS",2010,2009-11-24,NJ,BASKING RIDGE,Independents,Office of the State Auditor,SAO,07100000,STATE AUDITOR'S OFFICE,Budgetary,General Fund,0010,UU,Telecommunications Services - Voice,U02,ITT09,221.55 -WB MASON CO INC,2010,2009-11-19,MA,BROCKTON,Health and Human Services,Department of Mental Health,DMH,50950015,STATE PSYCHIATRIC HOSPITALS AND,Budgetary,General Fund,0010,EE,Office & Administrative Supplies,E01,OFF28,273.55 -WASHINGTON STREET BOSTON LP,2010,2009-08-04,MA,NEWTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000300,ADMINISTRATION OF THE MEDICAID PROGRAM,Budgetary,General Fund,0010,GG,Space Rental,G01,SPACE LEASE,229920.33 -BERKSHIRE COUNTY ARC INC,2010,2009-07-08,MA,PITTSFIELD,Health and Human Services,Department of Developmental Services,DMR,59202000,RESIDENTIAL AND DAY COMPONENT,Budgetary,General Fund,0010,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,1-B-03-03-FS,3190 -TRACEY E HEBERT,2010,2009-07-24,,,Judiciary,Committee for Public Counsel Service,CPC,03211520,INDIGENT PERSONS' FEES AND COURT COSTS,Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,537.5 -PAUL H CARRIGAN,2010,2009-09-04,,,Judiciary,Committee for Public Counsel Service,CPC,03211520,INDIGENT PERSONS' FEES AND COURT COSTS,Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,23.45 -WENDY J LESLIE OD,2010,2009-07-10,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,100.61 -COLLEEN K DUCHARME,2010,2009-08-03,MA,DRACUT,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,208.45 -"FACIAL COSMETIC &, MAXILLOFACIAL SURGERY PC",2010,2009-07-31,MA,E LONGMEADOW,Health and Human Services,Exec Office of Health & Human Services,EHS,40001400,MASSHEALTH HIV EXPANSION,Budgetary,General Fund,0010,RR,Medicaid,R10,,163 -"BERKSHIRE HEMATOLOGY ONCOLOGY PC, ONCOLOGY PC",2010,2009-07-27,MA,PITTSFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,73.71 -YELENA MEZHIBOVSKY,2010,2009-08-03,,,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,69 -ASSOCIATES IN OTOLARYNGOLOGY,2010,2009-07-24,MA,WORCESTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,6.83 -EUGENE JAGELLA MD PC,2010,2009-09-04,MA,MILFORD,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,8.76 -"THOMAS DUNZENDORFER MD, BERSHIRE GASTROENTEROLOGY",2010,2009-09-08,MA,PITTSFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,51.42 -PATHOLOGY ASSOCIATES INC,2010,2009-08-28,MA,ANDOVER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,22.49 -"CITY OF PEABODY, TREASURER",2010,2009-11-16,MA,PEABODY,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,5246.7 -FRANCISCO J REINA,2010,2009-11-27,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,1001.19 -"DRS M E CHEN & SEN SEN WU PC, HOLYOKE MALL DENTAL HEALTH CTR",2010,2009-11-30,MA,HOLYOKE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,69748 -GERALD F MASAITIS,2010,2009-12-11,,,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,165 -PIONEER VALLEY GASTRO ASC,2010,2009-10-23,MA,BROOKLINE,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,15 -"ELECTRONIC SECURTIY & CONTROL, SYSTEMS INC",2010,2009-10-05,CT,BRIDGEPORT,Judiciary,Trial Court,TRC,03300300,ADMINISTRATIVE STAFF,Budgetary,General Fund,0010,LL,Law Enforcemt/Security Equipment Maintenance/Repair,L50,LEG EXEMPT,3311.72 -ST PATRICKS MANOR INC,2010,2009-07-24,MA,FRAMINGHAM,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,284411.5 -"LAURA J ALTAVILLA DC, GARDNER FAMILY CHIROP CENTER",2010,2009-08-21,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000320,PRIOR YEAR COLLECTIONS FROM LIENS/ESTATE,Budgetary,General Fund,0010,RR,Medicaid,R10,,183.84 -FAIRHAVEN HLTHCARE CTR INC,2010,2009-08-24,MA,HAVERHILL,Health and Human Services,Exec Office of Health & Human Services,EHS,40000320,PRIOR YEAR COLLECTIONS FROM LIENS/ESTATE,Budgetary,General Fund,0010,RR,Medicaid,R10,,6414.83 -NICOLE T HARRINGTON,2010,2009-10-16,MA,PITTSFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,95.96 -MICHAEL A MILLER,2010,2009-10-16,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,1.38 -TOWN OF NORWOOD,2010,2009-11-02,MA,NORWOOD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,814.99 -LABELLES REST HOME INC,2010,2009-11-09,MA,SHELBURNE FALLS,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,1473.53 -COLONIAL MEDICAL ASSISTED DEVICES,2010,2009-12-07,NH,NASHUA,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,240 -HUGH M COOPER MD PC,2010,2009-12-04,MA,SOUTHBRIDGE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,51.4 -SOUTHEASTERN ORAL & MAXILL,2010,2009-12-21,MA,BROCKTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,2593 -FREDERICK L MANSFIELD,2010,2009-12-11,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,9.63 -TOXICOLOGY & CLIN/CHEM LABS INC,2010,2009-10-23,NE,OMAHA,Judiciary,Committee for Public Counsel Service,CPC,03211520,INDIGENT PERSONS' FEES AND COURT COSTS,Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,2828.75 -PAUL T MSCISZ,2010,2009-12-30,,,Transportation,Department of Transportation,DOT,61107201,SNOW AND ICE CONTROL,Trusts,Massachusetts Transportation Trust Fund,0044,NN,Highway Horizontal/Lateral Maintenance & Improvements,N22,SNOW & ICE CON,1164.45 -MAY INSTITUTE INC,2010,2009-09-29,MA,RANDOLPH,Health and Human Services,Department of Developmental Services,DMR,59202000,RESIDENTIAL AND DAY COMPONENT,Budgetary,General Fund,0010,MM,Purchased Human & Social Services For Clients/Non Medical,M03,99-CC-010,285009.6 -"CENTRAL BERKSHIRE REGIONAL, SCHOOL DISTRICT",2010,2009-11-26,MA,DALTON,Education,Elementary and Secondary Education,DOE,70479008,Learn and Serve,Federal Grants,Federal Grants Fund,0100,PP,Grants To Public Entities,P01,,117.56 -"BOSTON EDISON CO, NSTAR ELECTRIC",2010,2009-10-20,MA,BOSTON,Independents,Office of the State Auditor,SAO,07100200,BUREAU OF SPECIAL INVESTIGATIONS,Budgetary,General Fund,0010,GG,Electricity,G03,,130.7 -"CELLCO PARTNERSHIP DBA VERIZON WIRELESS, VERIZON WIRELESS",2010,2009-11-24,NJ,BASKING RIDGE,Public Safety and Security,Emergency Management Agency,CDA,80004705,FY09 Emergency Management Performance Grant Award,Federal Grants,Federal Grants Fund,0100,UU,Telecommunications Services - Voice,U02,ITT09,170.63 -"COMMONWEALTH ELECTRIC CO, D/B/A NSTAR ELECTRIC",2010,2009-11-17,MA,WESTWOOD,Energy & Environmental Affairs,Department of Fish and Game,FWE,23100200,Fisheries & Wildlife,Budgetary,Inland Fisheries and Game Fund,0114,GG,Electricity,G03,,4785.66 -"ARAMARK UNIFORM SERVICES INC, WEARGUARD CORP",2010,2009-09-01,MA,NORWELL,Health and Human Services,Department of Youth Services,DYS,42000300,RESIDENTIAL SERVICES FOR COMMITTED,Budgetary,General Fund,0010,FF,Clothing & Footwear,F09,CLT06,493.7 -ATTLEBORO ENTERPRISES INC,2010,2009-12-23,MA,N ATTLEBORO,Health and Human Services,Department of Developmental Services,DMR,59202000,RESIDENTIAL AND DAY COMPONENT,Budgetary,General Fund,0010,MM,Purchased Human & Social Services For Clients/Non Medical,M03,99-FR-340,5845.9 -"BOSTON INSTITUTE FOR, PSYCHOTHERAPY INC",2010,2009-07-20,MA,BROOKLINE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,1381.03 -PATRICIA A HAMBLIN,2010,2009-08-10,MA,BUZZARDS BAY,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,1523.68 -NEPHROLOGY ASSOCIATES INC,2010,2009-08-03,RI,EAST PROVIDENCE,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,73.71 -COLETTE HAAG-RICKERT MD,2010,2009-08-07,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,33.03 -MILTON RADIOLOGISTS,2010,2009-08-21,MA,BROCKTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,520.92 -"ROSLINDALE PHARMACY LTD, PETER I OKWESILI",2010,2009-09-28,MA,ROSLINDALE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,817.64 -WESTERN MASS MRI SVCS INC,2010,2009-10-02,MA,ANDOVER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,3049.94 -BROCKTON FAMILY DENTAL INC,2010,2009-11-06,MA,BROCKTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,969 -"NICHOLAS P GRIGORIEFF, CONCORD PROSTHERICS&ORTHOTICS",2010,2009-12-04,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,40 -ROSE A BERWALD,2010,2009-12-31,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,89.25 -VALLEY DENTISTS OF BELCHERTOWN,2010,2009-12-28,MA,BELCHERTOWN,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,1895 -ZAVEN E JOUHOURIAN MD,2010,2009-09-18,,,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,25 -VERIZON NEW ENGLAND INC,2010,2009-10-29,NY,NEW YORK,Transportation,Highway Dept,DPW,60001700,Transportation Information Technology Costs,Budgetary,Highway Fund,0101,UU,Telecommunications Services - Voice,U02,ITT09,2724.51 -"BASS RIVER DAY ACTIVITY, PROGRAM INC",2010,2009-12-29,MA,BEVERLY,Health and Human Services,Department of Developmental Services,DMR,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,300NS07,10333.39 -BAY STATE ENVELOPE INC,2010,2009-11-24,MA,MANSFIELD,Health and Human Services,Department of Children and Families,DSS,48000015,DSS CENTRAL AND REGIONAL ADMINISTRATION,Budgetary,General Fund,0010,EE,Office & Administrative Supplies,E01,OFF28,176.05 -TOWN OF BREWSTER,2010,2009-09-30,MA,BREWSTER,Transportation,Registry of Motor Vehicles,RMV,84000025,CIVIL MOTOR VEHICLE INFRACTIONS REVENUE,Trusts,Agency Fund,0600,PP,"State Collected Taxes, Fines, Fees Distrib to Local Gov.",P05,,2957.5 -TOWN OF SOUTHBRIDGE,2010,2009-12-07,MA,SOUTHBRIDGE,Education,Elementary and Secondary Education,DOE,70432001,TEACHER & PRINCIPAL TRAINING/RECRUITING,Federal Grants,Federal Grants Fund,0100,PP,Grants To Public Entities,P01,,13182.34 -MICHAEL B FIXMAN,2010,2009-09-24,,,Administration and Finance,Department of Revenue,DOR,12010162,Impact on Child Support Incentives (Fed Match) - ARRA,Trusts,Child Support Enforcement Fund,0142,JJ,"Sheriffs, Constables & Process Servers",J41,,101.66 -"MERCER HEALTH & BENEFITS LLC, Mercer Health & Benefits LLC",2010,2009-11-04,MA,BOSTON,Administration and Finance,Group Insurance Commission,GIC,11085200,"GROUP INSURANCE PREMIUM AND PLAN COSTS,",Budgetary,General Fund,0010,HH,Financial Services,HH1,GICPDN0703,25871 -"JAMAICA PLAIN NEIGHBORHOOD DEVEL CORP, OF JAMAICA PLAIN",2010,2009-09-25,MA,JAMAICA PLAIN,Education,Early Ed and Care,EEC,30004060,Income Eligible Early Education Programs,Budgetary,General Fund,0010,MM,Purchased Human & Social Services For Clients/Non Medical,M03,20001OCCS23,9443.46 -"ECONOMIC DEVELOPMENT AND, INDUSTRIAL CORPORATION",2010,2009-09-23,MA,BOSTON,Labor and Workforce Development,Department of Workforce Development,EOL,70031651,WIA Recovery Act Youth Worker Stimulus - ARRA,Federal Grants,Federal Grants Fund,0100,PP,Grants To Non-Public Entities,PP1,LEG EXEMPT,1821.55 -DON GUANELLA CENTER INC,2010,2009-12-09,MA,CHELSEA,Health and Human Services,Department of Developmental Services,DMR,59203000,"RESPITE SERVICES PROGRAM FOR ADULTS,",Budgetary,General Fund,0010,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,262453176106,6900 -"NORTHAMPTON RADIOLOGIC ASSOC, COOLEY DICKINSON HOSP",2010,2009-07-24,MA,LUDLOW,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,194.98 -"PHARMACY CORP OF AMERICA, PHARMACY MANAGEMENT SERV",2010,2009-08-17,KY,LOUISVILLE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,1109.47 -NEW ENGLAND EYE INSTITUTE,2010,2009-09-18,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,1003.32 -TEWKSBURY MEDICAL GROUP PC,2010,2009-09-14,MA,TEWKSBURY,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,798.35 -HARSHAD V SANGHVI MD PC,2010,2009-10-02,MA,WARE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,213.8 -"CHILDRENS HOSPITALCORPORATION, MEDICAID UNIT",2010,2009-10-19,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,1341.95 -PHARMACARE PHARMACY LLC,2010,2009-12-21,IL,CHICAGO,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,617.9 -JUDITH ANN HYATT,2010,2009-12-09,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,790.5 -GALAXY INTERNET SERVICES INC,2010,2009-07-30,MA,NEWTON,Independents,Secretary of the Commonwealth,SEC,05401400,MIDDLESEX NORTHERN DISTRICT REGISTRY OF,Budgetary,General Fund,0010,UU,Telecommunications Services - Voice,U02,,450 -WESTERN MASS DOOR & HRDWARECO,2010,2009-11-20,MA,LUDLOW,Health and Human Services,"Soldiers' Home, Holyoke",HLY,41900100,SOLDIERS' HOME IN HOLYOKE,Budgetary,General Fund,0010,NN,Facility Infrastructure Maintenance & Repair Tools & Supplie,N52,2004LOCKS,2441.88 -"WEST PUBLISHING CORPORATION, WEST GROUP",2010,2009-11-17,MN,EAGAN,Independents,State Lottery Commission,LOT,06400000,LOTTERY COMMISSION-ADMINISTRATION AND,Budgetary,General Fund,0010,EE,"Subscriptions, Memberships & Licensing Fees",E12,,4872.94 -"RADHA AGARWAL MD PC, NATALIE",2010,2009-07-31,MA,NATICK,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,113.72 -JOSEPH M HORAN JR DDS,2010,2009-08-17,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,1828 -JAYEM OPTICIANS INC,2010,2009-09-18,MA,WALTHAM,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,62.18 -"CAPE COD HUMAN SERVICES INC, DONALD CHAMBERLAIN",2010,2009-09-28,MA,HYANNIS,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,1619.27 -ROBERT A LEBOW MD,2010,2009-09-25,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,38.88 -GRANITE MEDICAL GROUP,2010,2009-09-25,MA,QUINCY,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,421 -DONALD H CZELUSNIAK OD,2010,2009-10-16,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000320,PRIOR YEAR COLLECTIONS FROM LIENS/ESTATE,Budgetary,General Fund,0010,RR,Medicaid,R10,,61.73 -EATON MEDICAL ASSOCIATES,2010,2009-11-16,MA,METHUEN,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,403.6 -ANJAN CHAUDHURY,2010,2009-12-31,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,1145.67 -"MATHI THEVA DMD PC, MATHI THEVA DMD",2010,2009-12-28,MA,BROCKTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,21716 -TOWN OF MILTON,2010,2009-12-22,MA,MILTON,Independents,Office of the Treasurer,TRE,06121020,STATE RETIREMENT BD COMMONWEALTH PENSION,Trusts,Pension Reserves Investment Fund,0550,DD,Retirement Allowances,D01,,2414.94 -TOWN OF WATERTOWN,2010,2009-09-30,MA,WATERTOWN,Administration and Finance,Department of Revenue,DOR,70610008,"REIMBURSEMENT OF SCHOOL AID TO CITIES,",Budgetary,General Fund,0010,PP,Cherry Sheet Distributions,P04,,331405 -"NEW ENGLAND OFFICE SUPPLY, INC.",2010,2009-09-09,MA,BRAINTREE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000300,ADMINISTRATION OF THE MEDICAID PROGRAM,Budgetary,General Fund,0010,EE,Printing Expenses & Supplies,E02,OFF19,182.7 -"CELLO PARTNERSHIP, VERIZON WIRELESS",2010,2009-10-09,NJ,BASKING RIDGE,Energy & Environmental Affairs,Department of Environmental Protection,EQE,20001700,Energy and Environment Information Technology Costs,Budgetary,General Fund,0010,UU,Telecommunications Services - Voice,U02,ITT09,938.28 -"KEYSPAN ENERGY DELIVERY MA, ATTENTION THOMAS LAIRD",2010,2009-10-09,MA,WALTHAM,Health and Human Services,Department of Developmental Services,DMR,59202010,FOR STATE OPERATED COMMUNITY BASED,Budgetary,General Fund,0010,GG,Natural Gas,G11,,141.74 -IOS CAPITAL,2010,2009-10-29,GA,MACON,Administration and Finance,Human Resources Division,HRD,17500101,TRAINING PROGRAM ADMIN-COSTS OF GOODS &,Other,Intragovernmental Services Fund,0015,LL,Printing/Photocopy & Micrographics Equip Rent/Lease,L26,OFF16LEASES,575.51 -JANET KENT,2010,2009-07-10,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,.86 -PAPER CITY EMERGENCY PHYSICIANS,2010,2009-08-03,MA,HOLYOKE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,49.8 -NORTH ATTLEBOROUGH DENTAL,2010,2009-08-07,MA,N ATTLEBORO,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,1614 -"BRIGHAM AND WOMANS, PHYSICIAN ORGANIZATION",2010,2009-11-09,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,2272.91 -PETER E CERRUTI,2010,2009-10-30,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,196.9 -"BERKSHIRE HEMATOLOGY ONCOLOGY PC, ONCOLOGY PC",2010,2009-11-23,MA,PITTSFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,27.25 -FORSYTH DENTAL INFIRM FOR CHILDREN,2010,2009-11-16,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,2630 -BAY COVE HUMAN SERVICES INC,2010,2009-12-04,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,4171.84 -BERKSHIRE MEDICAL GROUP PC,2010,2009-12-14,MA,PITTSFIELD,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,17.79 -"WOMENS HEALTH ASSOCIATES OF, WESTERN MASS INC",2010,2009-12-18,MA,WESTFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,452.99 -PAUL S SCIOLI,2010,2009-12-31,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,2.6 -DAVID CAHAN MD,2010,2009-10-30,,,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,HH,Health and Safety Services,HH4,RFR99-8990004,150 -BERKSHIRE EAGLE,2010,2009-12-16,MA,PITTSFIELD,Transportation,Department of Transportation,DOT,61210717,NON-FEDERALLY ASSISTED CONSTRUCTION & ADVERTISEMENT COSTS,Capital,Highway Capital Projects Fund,0210,EE,Advertising Expenses,E13,,63.72 -HEALTH RESOURCES CORP,2010,2009-08-10,MA,WOBURN,Health and Human Services,Department of Mental Health,DMH,50110100,ADMINISTRATION AND GENERAL SERVICES,Budgetary,General Fund,0010,HH,Management Consultants,H19,901316 DPH,1655.96 -"JMI INVESTMENT SOLUTIONS INC, DRAGONFLY DELI & GOURMET CAFE",2010,2009-11-05,MA,STOUGHTON,Public Safety and Security,EO Public Safety and Security,EPS,80000911,Enhanced 911 Fund,Trusts,Enhanced 911 Fund,0056,JJ,Food Services,J56,GRO21A,221.27 -NEWARK INONE,2010,2009-10-29,IL,CHICAGO,Independents,State Lottery Commission,LOT,06400005,KENO IMPLEMENTATION ASSOCIATED COSTS,Budgetary,General Fund,0010,NN,Facility Infrastructure Maintenance & Repair Tools & Supplie,N52,,832.61 -CONTACT COLLABORATIONS INC,2010,2009-12-23,MA,NORTHAMPTON,Independents,Massachusetts Cultural Council,ART,06400300,MASSACHUSETTS CULTURAL COUNCIL,Budgetary,General Fund,0010,PP,Grants To Non-Public Entities,PP1,FY10-0168,3040 -JOHN M RUSSO,2010,2009-10-22,,,Judiciary,Trial Court,TRC,03300300,ADMINISTRATIVE STAFF,Budgetary,General Fund,0010,JJ,Legal Support Services,JJ1,LEG EXEMPT,27 -PJ KEATING COMPANY,2010,2009-11-30,MA,LUNENBURG,Transportation,Highway Dept,DPW,60330417,Non-Federal Roadway Projects,Capital,Highway Capital Projects Fund,0210,NN,Highway Horizontal/Lateral Construction,N21,0053687,0 -GEORGE A MARRA,2010,2009-07-10,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,105.97 -WINCHESTER EMERGENCY MEDICAL ASSOC,2010,2009-07-31,MA,WINCHESTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,1113.03 -MOUNTAIN MEDICINE PC,2010,2009-08-14,MA,WILLIAMSTOWN,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,85 -ARTHUR N STEINHART DPM,2010,2009-08-28,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,394.44 -PALLIMED SOLUTIONS INC,2010,2009-10-13,MA,WOBURN,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,36.67 -FAMILY DENTAL CARE INC,2010,2009-10-30,MA,DORCHESTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,3439 -MINJUNG YOON DMD PC,2010,2009-11-02,MA,MARLBOROUGH,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,66 -KEVIN J BERRY MD,2010,2009-10-30,,,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,114.14 -SULLIVANS HEALTH CARE,2010,2009-11-23,MA,ROSLINDALE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,896.21 -NEXT STEP ORTHOTICS & PROSTH,2010,2009-12-07,MA,NEWTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,9374.47 -NASIR A KHAN,2010,2009-12-18,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,42.92 -"RADIO ASSOC OF GREATER NEW BED, ST LUKES HOSPITAL",2010,2009-12-21,MA,NEW BEDFORD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,1574.89 -"M & W PARTNERS INC, BAY ST OBSTETRICS & GYN ASSOC",2010,2009-09-04,MA,TAUNTON,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,20 -THOMAS H MILLER JR,2010,2009-11-05,,,Judiciary,Committee for Public Counsel Service,CPC,03211520,INDIGENT PERSONS' FEES AND COURT COSTS,Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,498.3 -JULIE A LOWRE,2010,2009-11-12,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,2365.6 -"NEW ENGLAND OFFICE SUPPLY, INC.",2010,2009-11-30,MA,BRAINTREE,Energy & Environmental Affairs,Department of Fish and Game,FWE,23000101,"RIVERWAYS PROTECTION, RESTORATION AND",Budgetary,General Fund,0010,EE,Office & Administrative Supplies,E01,OFF28,5.12 -"CITY OF BOSTON, CITY HALL",2010,2009-09-30,MA,BOSTON,Administration and Finance,Department of Revenue,DOR,12014650,PAYMENTS TO CITIES AND TOWNS - LOCAL,Trusts,Agency Fund,0600,PP,"State Collected Taxes, Fines, Fees Distrib to Local Gov.",P05,,5758906.94 -"NEW ENGLAND OFFICE SUPPLY, INC.",2010,2009-11-17,MA,BRAINTREE,Public Safety and Security,Department of Police,POL,81000000,CONSOLIDATED DEPT OF STATE POLICE,Budgetary,Highway Fund,0101,EE,Printing Expenses & Supplies,E02,OFF16,677.85 -BSM EXPRESS COURIER INC,2010,2009-11-24,MA,BRAINTREE,Health and Human Services,Department of Transitional Assistance,WEL,44001000,DEPARTMENT OF PUBLIC WELFARE,Budgetary,General Fund,0010,JJ,Auxiliary Services,JJ2,,1064.25 -JOHN R ROTHERY,2010,2009-12-21,,,Judiciary,Trial Court,TRC,03300300,ADMINISTRATIVE STAFF,Budgetary,General Fund,0010,JJ,Guardians Ad Litem,J19,LEG EXEMPT,500 -VINFEN CORPORATION,2010,2009-09-10,MA,CAMBRIDGE,Health and Human Services,Department of Developmental Services,DMR,59202025,FOR COMMUNITY BASED DAY & WORK PROGRAMS,Budgetary,General Fund,0010,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,EMP_DAY_09,104800 -TANZMAN MASELLI & ASSOC P C,2010,2009-08-14,MA,NORTH ADAMS,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,27.83 -"BROCKTON HOSPITAL INC, PATIENT ACCOUNTING",2010,2009-08-17,MA,BROCKTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,8093.63 -"NO ADAMS REGIONAL HOSPITAL, BUSINESS OFFICE",2010,2009-09-08,MA,NORTH ADAMS,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,317.71 -WOMENS HEALTHCARE ASSOC PC,2010,2009-10-02,MA,EVERETT,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,796.34 -SAPERIA ORTHO/SPTS MED INC,2010,2009-09-25,MA,TAUNTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,166.51 -MERIDIAN HEALTH ASSOCIATES,2010,2009-11-13,MA,SALEM,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,1648 -GASTROINTESTINAL SPECIALISTS,2010,2009-11-20,MA,BROCKTON,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,367.12 -"SHIELDS RADIOLOGY ASSOCIATES PC, ASSCOCIATES PC",2010,2009-12-21,MA,BROCKTON,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,51.91 -JOEL E ABRAHAM,2010,2009-12-11,,,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,8 -S&R CORPORATION,2010,2009-10-14,MA,LOWELL,Transportation,Highway Dept,DPW,60330816,Federally Assisted Construction (FA) - Non Interstate,Capital,Federal Highway Construction Program Capital Projects Fund,0290,NN,Highway Horizontal/Lateral Construction,N21,0055023,266348.61 -TRI-COUNTY MEDICAL ASSOCIATES INC,2010,2009-10-23,MA,FRANKLIN,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,40 -CITY OF WESTFIELD,2010,2009-08-31,MA,WESTFIELD,Transportation,Highway Dept,DPW,60100001,HIGHWAYS DEPARTMENT PERSONNEL SERVICES,Budgetary,Highway Fund,0101,GG,Electricity,G03,,108.63 -"HEALTH IMPERATIVES, INC",2010,2009-11-06,MA,BROCKTON,Health and Human Services,Department of Public Health,DPH,45131130,Domestic Violence and Sexual Assault Services,Budgetary,General Fund,0010,MM,Purchased Human & Social Services For Clients/Non Medical,M03,606512,813.84 -UNITED RESTR EQUIP CO INC,2010,2009-11-03,MA,LOWELL,Independents,Middlesex Sheriff's Department,SDM,89100107,FORMER MIDDLESEX COUNTY CORRECTIONAL,Budgetary,General Fund,0010,KK,Programmatic Facility Equipment,K03,,759 -INTERNAL SECURITY ASSOC LLC,2010,2009-11-03,MA,CAMBRIDGE,Health and Human Services,Department of Transitional Assistance,WEL,44001000,DEPARTMENT OF PUBLIC WELFARE,Budgetary,General Fund,0010,JJ,Law Enforcement,J28,FAC51,11942.64 -BIGELOW ELECTRIC AL CO INC,2010,2009-11-25,MA,WORCESTER,Independents,Middlesex Sheriff's Department,SDM,89100107,FORMER MIDDLESEX COUNTY CORRECTIONAL,Budgetary,General Fund,0010,NN,Non-Major Facility Infrastructure Maintenance and Repair,N50,,4000 -"US FOOD SERVICE, INC",2010,2009-09-11,MD,COLUMBIA,Health and Human Services,Department of Mental Health,DMH,50950015,STATE PSYCHIATRIC HOSPITALS AND,Budgetary,General Fund,0010,FF,Kitchen & Dining Supplies,F03,GR014,719.14 -"WEST PUBLISHING CORPORATION, WEST GROUP",2010,2009-09-21,MN,EAGAN,Labor and Workforce Development,Department of Workforce Development,EOL,70026624,UNEMPLOYMENT INSURANCE ADMINISTRATION,Federal Grants,Federal Grants Fund,0100,EE,"Subscriptions, Memberships & Licensing Fees",E12,,363.25 -LEWIS G DEMETROULAKOS,2010,2009-09-11,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,4203.65 -CHRISTOPHER MCGONIGLE,2010,2009-07-17,MA,BURLINGTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,326 -KEVIN J BERRY MD,2010,2009-07-17,,,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,3.28 -COMPASS MEDICAL PC,2010,2009-08-03,MA,EAST BRIDGEWATER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,17.27 -"WHITTER MEDICAL ASSOCIATES LLC, PETER REES",2010,2009-08-10,MA,HAVERHILL,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,10.59 -NE SPINE CAREASSOC,2010,2009-09-08,MA,WOBURN,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,145.82 -"BALL PHARMACY CORP, DBA CROWN DRUG CO",2010,2009-09-25,MA,LYNN,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,4693.95 -JAMES E DEVIN MD PC,2010,2009-09-11,MA,WEYMOUTH,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,.18 -BOLTON FAMILY MEDICINE PC,2010,2009-10-30,MA,BOLTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,58.67 -ATTLEBORO GASTROENTEROLOGY PC,2010,2009-11-23,MA,ATTLEBORO,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,64.8 -NAGWA BOUTROS FANOUS DMDPC,2010,2009-11-27,MA,MILFORD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,3432 -SMALL SMILES OF MATTAPAN,2010,2009-12-07,CO,PUEBLO,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,125 -EITHNE KEENAN,2010,2009-08-21,,,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,HH,Health and Safety Services,HH4,RFR99-8990004,112.41 -XIANG YANG LI MD,2010,2009-09-18,,,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,25 -DUNN CONSTRUCTION MANAGEMENT INC,2010,2009-12-30,MA,TOPSFIELD,Transportation,Department of Transportation,DOT,61107201,SNOW AND ICE CONTROL,Trusts,Massachusetts Transportation Trust Fund,0044,NN,Highway Horizontal/Lateral Maintenance & Improvements,N22,SNOW & ICE CON,904.3 -"PREPARATORY REHABFOR IND DEV A, ND EMPL INC PRIDE INC",2010,2009-12-30,MA,TAUNTON,Health and Human Services,Mass Rehabilitation Commission,MRC,41204000,INDEPENDENT LIVING ASSISTANCE PROGRAM,Budgetary,General Fund,0010,MM,Purchased Human & Social Services For Clients/Non Medical,M03,LEG EXEMPT,860.32 -"TOWN OF WAREHAM, TREASURER",2010,2009-10-20,MA,WAREHAM,Education,Elementary and Secondary Education,DOE,70350002,BASIC ED ATTAINMENT AND WORK RELATED,Budgetary,General Fund,0010,PP,Grants To Public Entities,P01,GRANT APPL,2138 -"CHRONICLE OF HIGHER EDUC, ADVERTISMENTS",2010,2009-10-13,DC,WASHINGTON,Independents,Office of the Attorney General,AGO,08100000,DEPARTMENT OF THE ATTORNEY GENERAL,Budgetary,General Fund,0010,EE,"Subscriptions, Memberships & Licensing Fees",E12,,72 -MARIA VALENCIA,2010,2009-11-20,,,Judiciary,Trial Court,TRC,03300300,ADMINISTRATIVE STAFF,Budgetary,General Fund,0010,JJ,Auxiliary Services,JJ2,LEG EXEMPT,6830.6 -"CHICOPEE VISITING NURSE, ASSOC INC",2010,2009-09-08,MA,CHICOPEE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,5271.45 -MERRIMACK VALLEY GASTROENTEROLOGY PC,2010,2009-08-28,MA,HAVERHILL,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,538.76 -DAVID J MENON CORPORATION,2010,2009-09-18,MA,SOMERVILLE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,124.32 -NEMC EMERGENCY ASSOC PC,2010,2009-10-16,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,8092.66 -"BERKSHIRE RHEUMATOLOGY, ASSOCIATES P C",2010,2009-10-23,MA,PITTSFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000950,Children's Behavioral Health Initiative,Budgetary,General Fund,0010,RR,Medicaid,R10,,244.76 -"STEVEN S CHARLAP MD PC, HEALTHDRIVE AUDIOLOGY GROUP",2010,2009-10-13,MA,NEWTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,79.72 -"WILLIAM J MARASCO MD, CAPE DIAGNOSTIC IMAGING",2010,2009-10-30,MA,W YARMOUTH,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,74.11 -WILLIAM METROPOULOS,2010,2009-11-13,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,91.86 -BOSTON NEUROBEHAVL ASC LLP,2010,2009-12-07,MA,DEDHAM,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,99.68 -GARY M BROCKINGTON,2010,2009-12-31,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,77.18 -FAMILY DOCTORS LLC,2010,2009-10-09,MA,BOSTON,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,50 -"RENTAL CONCEPTS INC, FLEET RESPONSE",2010,2009-11-19,OH,CLEVELAND,Administration and Finance,Operational Services Division,OSD,17750800,"FOR THE PURCHASE, OPERATION, AND REPAIR",Other,Intragovernmental Services Fund,0015,LL,Motorized Vehicle Equipment Maintenance & Repair,L44,VEH84A,1316.57 -HILLEL SKOFF,2010,2009-10-29,,,Labor and Workforce Development,Division of Industrial Accidents,DIA,94400208,IMPARTIAL MEDICAL EXAMINATION,Trusts,Expendable Trust Fund - External,0300,JJ,Legal Support Services,JJ1,LEG EXEMPT,1800 -"HEALTHFIRST FAMILY CARE, CENTER INC",2010,2009-12-16,MA,FALL RIVER,Health and Human Services,Department of Public Health,DPH,45161000,CENTER FOR LABORATORY AND COMMUNICABLE,Budgetary,General Fund,0010,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,700718,924.6 -DS WATERS OF AMERICA INC,2010,2009-11-27,GA,ATLANTA,Health and Human Services,Department of Youth Services,DYS,42000300,RESIDENTIAL SERVICES FOR COMMITTED,Budgetary,General Fund,0010,EE,Bottled Water,E15,GRO18,23.03 -"GE CAPITAL INFO TECH SOLUTIONS INC, IKON FINANCIAL SERVICES",2010,2009-08-28,IA,CEDAR RAPIDS,Administration and Finance,Information Technology Division,ITD,17900200,FOR THE COSTS OF COMPUTER RESOURCES,Other,Intragovernmental Services Fund,0015,LL,Printing/Photocopy & Micrographics Equip Rent/Lease,L26,OFF16,266.94 -MARY JANE HANLON ROGERS DMD PC,2010,2009-07-20,MA,LEXINGTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,628 -B LYNNE GROVE,2010,2009-07-17,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,27.83 -STOP & SHOP SUPERMARKET CO LLC,2010,2009-07-27,MA,QUINCY,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,79816.86 -D & M POWERS INC,2010,2009-08-21,MA,WEST ROXBURY,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,80.22 -DENNIS J ARINELLA EXEC,2010,2009-08-21,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,256.04 -WILLIAM A GRIECO,2010,2009-09-08,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,578.94 -FALLON CLINIC INC,2010,2009-09-14,MA,WORCESTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,2236.32 -NORWELL PEDIATRIC DENTISTRY LLC,2010,2009-10-02,MA,NORWELL,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,106 -AN N THAI,2010,2009-10-19,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,233.51 -"ORTHOPAEDIC ASSOCIATES OF, MARLBORO PC",2010,2009-11-20,MA,MARLBORO,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,259.39 -PELHAM COMMUNITY PHARMACY,2010,2009-11-30,MA,BRIGHTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,5319.84 -MERRIMACK DENTAL ASSOC PC,2010,2009-11-27,MA,METHUEN,Health and Human Services,Exec Office of Health & Human Services,EHS,40000320,PRIOR YEAR COLLECTIONS FROM LIENS/ESTATE,Budgetary,General Fund,0010,RR,Medicaid,R10,,637 -ANDREW FOX,2010,2009-12-04,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,303 -MARIYA GRIFFIN,2010,2009-12-24,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,1345.44 -"JAY CASHMAN/PERINI/KIEWIT/GUY, A JOINT VENTURE",2010,2009-08-21,MA,BOSTON,Transportation,Highway Dept,DPW,60339937,NON-FEDERALLY AIDED ROADWAY PROJECTS,Capital,Highway Capital Projects Fund,0210,NN,Late Payment Interest on Construction and Improv. Projects,N95,,215.75 -SOUTH SHORE MENTAL HEALTH CENTER INC,2010,2009-07-14,MA,NORTH QUINCY,Health and Human Services,Department of Mental Health,DMH,50425000,FOR THE CHILD & ADOLESCENT SERVICES,Budgetary,General Fund,0010,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,99-2401-3068-01,3500 -WEST SPRINGFIELD AUTO PARTSINC,2010,2009-10-20,MA,WEST SPRINGFIELD,Independents,Hampden Sheriff's Department,SDH,89100102,HAMPDEN COUNTY CORRECTIONS,Budgetary,General Fund,0010,FF,Motor Vehicle Maintenance and Repair Parts,F24,266,3160.8 -"RENTAL CONCEPTS INC, FLEET RESPONSE",2010,2009-12-08,OH,CLEVELAND,Public Safety and Security,Municipal Police Training Committee,CJT,82000200,FOR ADMINISTRATION OF TRAINING BY THE,Budgetary,General Fund,0010,LL,Motorized Vehicle Equipment Maintenance & Repair,L44,VEH84A,69.45 -STAPLES INC,2010,2009-09-18,MA,WESTBOROUGH,Judiciary,Committee for Public Counsel Service,CPC,03211500,COMMITTEE FOR PUBLIC COUNSEL SERVICES,Budgetary,General Fund,0010,EE,Office & Administrative Supplies,E01,,1385.88 -JOANNA PIECHNICZEK,2010,2009-07-10,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,78.65 -DON R JAFFE MD PC,2010,2009-08-07,MA,MIDDLEBORO,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,657.18 -RANDALL A GUERRA,2010,2009-09-08,,,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,24.37 -GARBER DENTISTRY,2010,2009-08-28,MA,SALEM,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,549 -"PRATT OTOLARYGOLOGY HEAD &, NECK SURGERY ASSOC INC",2010,2009-09-25,MA,BOSTON,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,116.59 -PARTNERS HOME CARE,2010,2009-10-26,MA,ROCKLAND,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,87.15 -GIGI N GIRGIS MD,2010,2009-11-20,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,403.37 -CHICOPEE EYECARE PC,2010,2009-11-30,MA,CHICOPEE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,120 -MIG CORPORATION,2010,2009-08-07,MA,ACTON,Transportation,Highway Dept,DPW,60339969,BRIDGE IMPROVEMENTS,Capital,Highway Capital Projects Fund,0210,NN,Highway Horizontal/Lateral Construction,N21,0049428,235784.48 -BOSTON EDISON,2010,2009-09-15,MA,BOSTON,Transportation,Highway Dept,DPW,60100001,HIGHWAYS DEPARTMENT PERSONNEL SERVICES,Budgetary,Highway Fund,0101,GG,Electricity,G03,,5543.18 -BEATRIZ ALBA A DEL RIO-SNEDDON,2010,2009-11-13,,,Judiciary,Trial Court,TRC,03300300,ADMINISTRATIVE STAFF,Budgetary,General Fund,0010,JJ,Guardians Ad Litem,J19,LEG EXEMPT,500 -PONDVILLE CORRECTIONAL CENTER,2010,2009-08-27,MA,BOSTON,Public Safety and Security,Department of Correction,DOC,89000021,FOR THE COSTS OF PRODUCTS PRODUCED BY,Other,Intragovernmental Services Fund,0015,JJ,Client & Resident Wages,J22,,273.91 -FREDERICK C RUSHTON,2010,2009-08-10,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,1275 -"DIALYSIS CLINIC INC, DCI BALL SQUARE",2010,2009-07-13,MA,CONCORD,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,1973.38 -COMMUNITY REHAB CARE INC,2010,2009-07-27,MA,NEWTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,16756.4 -EPOCH OF BREWSTER LLC,2010,2009-11-02,MA,WALTHAM,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,27572.8 -LYNNFIELD DRUG INC,2010,2009-11-20,MA,BYFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,25107.88 -I DHALIWAL MD PC,2010,2009-11-06,MA,WRENTHAM,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,49.99 -LISA A VELLUTI,2010,2009-11-06,MA,FRANKLIN,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,736.16 -"SEACOAST AFFFILIATED GROUP, PRACTICE INC",2010,2009-12-04,MA,AMESBURY,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,188.81 -TARGET CORPORATION,2010,2009-11-30,MN,MINNEAPOLIS,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,1370.89 -NEW BOSTON VILLAGE PRIMARY CARE PC,2010,2009-12-31,MA,FALL RIVER,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,91.13 -MILFORD REGIONAL MEDICAL CENTER,2010,2009-11-13,MA,MILFORD,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,170 -JAMES MANGOS,2010,2009-11-10,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,3662.5 -"COMMUNITY HEALTHLINK INC, CFO",2010,2009-10-20,MA,WORCESTER,Health and Human Services,Department of Public Health,DPH,45120200,DIVISION OF ALCOHOLISM ADMINISTRATION,Budgetary,General Fund,0010,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,RFR399,35147.83 -SANG K CHUNG,2010,2009-07-10,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,343.34 -MARY JO T ALEXANDER,2010,2009-07-17,MA,NEWTON CENTRE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,152.28 -TINAH CANDA,2010,2009-07-10,MA,BOSTON,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,256.94 -FAMILY PHARM AT HEYWOODINC,2010,2009-08-03,MA,GARDNER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,430.55 -BETHEL MEDICAL GROUP PC,2010,2009-08-21,MA,BROCKTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,347.91 -MICHAEL D SCHRENKO,2010,2009-08-21,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000320,PRIOR YEAR COLLECTIONS FROM LIENS/ESTATE,Budgetary,General Fund,0010,RR,Medicaid,R10,,2410.55 -VIRGINIA NDORO,2010,2009-08-10,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,1373.44 -BETH ISRAEL DEACONESS HOSPITAL,2010,2009-10-02,MA,NEEDHAM,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,225.16 -NEW ENGLAND SPS THERAPY PLUS,2010,2009-10-26,MA,STOUGHTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,193.93 -NEUROLOGICAL SERVICES PC,2010,2009-10-09,MA,FRAMINGHAM,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,576.91 -NEW ENGLAND EYE INSTITUTE,2010,2009-10-30,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,1179.27 -"NEUROLOGICAL ASSOCIATES OF, WESTERN MA",2010,2009-11-13,MA,HOLYOKE,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,281.15 -"ADVANCED PITTSFIELD MEDICAL, MEDICAL IMAGING P C",2010,2009-11-13,MA,PITTSFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,1861.55 -WYNNE HUANG MD,2010,2009-12-04,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,83.71 -TOMS PLACE NOW INC,2010,2009-12-07,MA,FALL RIVER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,119.98 -"BOSTON PAIN CLINIC & PRIMARY, CARE PC",2010,2009-12-07,MA,HYDE PARK,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,48.67 -RENIN ASSOCIATES,2010,2009-12-21,MA,PEABODY,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,736.53 -KURDISH ASSOCIATES INC,2010,2009-12-09,MA,HAVERHILL,Transportation,Department of Transportation,DOT,61210417,NON-FEDERAL ROADWAY PROJECTS,Capital,Highway Capital Projects Fund,0210,NN,Highway Horizontal/Lateral Construction,N21,0056802,6553 -COMMUNITY ACTION INC,2010,2009-07-31,MA,HAVERHILL,Housing and Economic Development,Dept of Housing & Community Development,OCD,70042034,COMMUNITY SERVICE BLOCK GRANT,Federal Grants,Federal Grants Fund,0100,PP,Grants To Non-Public Entities,PP1,CSBG NOFA,23461 -TOWN OF BUCKLAND,2010,2009-12-11,MA,SHELBURNE FALLS,Administration and Finance,Department of Revenue,DOR,12332400,Reimbursement to Cities in Lieu of Taxes on State Owned Land,Budgetary,General Fund,0010,PP,Cherry Sheet Distributions,P04,,796 -"BIG Y FOODS INC, C/O JEREMY PAYSON",2010,2009-07-15,MA,SPRINGFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,3050.32 -ELECTRICAL WHOLESALERS INC,2010,2009-10-13,CT,HARTFORD,Independents,Worcester Sheriff's Department,SDW,89100105,WORCESTER COUNTY CORRECTIONS,Budgetary,General Fund,0010,NN,Facility Infrastructure Maintenance & Repair Tools & Supplie,N52,,352.54 -"RENTAL CONCEPTS INC, FLEET RESPONSE",2010,2009-10-27,OH,CLEVELAND,Energy & Environmental Affairs,Dept of Conservation and Recreation,DCR,28000700,Dam Regulatory Office,Budgetary,General Fund,0010,LL,Motorized Vehicle Equipment Maintenance & Repair,L44,VEH84A,471 -VIRGEN M GONZALEZ,2010,2009-11-24,,,Independents,Board of Library Commissioners,BLC,70009702,LIBRARY SERVICES AND TECHNOLOGY ACT,Federal Grants,Federal Grants Fund,0100,EE,Reimbursement for Traval and Other Expenses for Board Member,E98,,33.2 -THE RESOURCE CONNECTION INC,2010,2009-11-24,MA,MIDDLETON,Education,Elementary and Secondary Education,DOE,70102901,Administration & Cost Allocation for Central Services,Trusts,Expendable Trust Fund - External,0300,JJ,Temporary Help Services,J46,PRF34,779.62 -"FRANKLIN HAMPSHIRE EMPLOYMENT, & TRAINING CONSORTIUM",2010,2009-12-10,MA,GREENFIELD,Labor and Workforce Development,Department of Workforce Development,EOL,90811106,UNEMPLOYMENT COMP CONTINGENT FUND,Trusts,Expendable Trust Fund - External,0300,PP,Grants To Non-Public Entities,PP1,LEG EXEMPT,14155 -SUSAN OLEARY,2010,2009-09-23,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,1307.2 -"WINCHESTER HOSPITAL, VP PATIENT CARE",2010,2009-07-20,MA,WINCHESTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,10417.58 -NORAH WALSH,2010,2009-07-31,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,35.99 -WACHUSETT EMERGENCY PHYS,2010,2009-09-08,MA,LEOMINSTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,1607.61 -"NORTH SHORE COMMUNITY HEALTH INC, N SHORE COMM HEALTH CTR",2010,2009-10-13,MA,SALEM,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,46.6 -ANDREA L KATZ,2010,2009-09-28,MA,STOUGHTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,795.88 -EPOCH SN HC OF MELROSELLC,2010,2009-11-02,MA,WALTHAM,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,33049.99 -JOHN R BOGDASARIAN MD,2010,2009-11-27,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,55.44 -FLEXPLUS PHY SICAL THERAPY,2010,2009-12-28,MA,NATICK,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,350.84 -ANNA JAQUES HOSPITAL,2010,2009-11-27,MA,NEWBURYPORT,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,100 -ELIOT COMMUNITY HUMAN SRVCS,2010,2009-12-29,MA,LEXINGTON,Health and Human Services,Department of Mental Health,DMH,50460000,MENTAL HEALTH SERVICES FOR ADULT CLIENTS,Budgetary,General Fund,0010,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,2010NEA305401,420590 -TOWN OF BREWSTER,2010,2009-09-22,MA,BREWSTER,Health and Human Services,Exec Office of Health & Human Services,EHS,44025011,MUNICIPAL MEDICAID,Trusts,Agency Fund,0600,RR,Medicaid,R10,,30183.7 -LOWELL COMMUNITY CHARTER SCHL,2010,2009-11-03,MA,LOWELL,Education,Elementary and Secondary Education,DOE,70431001,TITLE I GRANTS TO LOCAL EDUC AGENCIES,Federal Grants,Federal Grants Fund,0100,PP,Grants To Public Entities,P01,GRANT APPL,49025 -CODMAN ACADEMY CHARTER PUBLIC SCHOOL,2010,2009-11-03,MA,DORCHESTER CENTER,Education,Elementary and Secondary Education,DOE,70432002,ENHANCING EDUCATION THROUGH TECHNOLOGY,Federal Grants,Federal Grants Fund,0100,PP,Grants To Public Entities,P01,GRANT APPL,31818 -Vendor Not Available,2010,2009-08-21,,,Education,University of Massachusetts,UMS,71000200,OPERATION OF THE STATE UNIVERSITY,Budgetary,General Fund,0010,AA,Sick-Leave Buy Back,A12,,26155.46 -"EOS APPROACH LLC, Proshred Security",2010,2009-11-12,MA,WILBRAHAM,Health and Human Services,"Soldiers' Home, Holyoke",HLY,41900100,SOLDIERS' HOME IN HOLYOKE,Budgetary,General Fund,0010,JJ,Archivists/Librarians/Record Managers,J58,FAC33,52.38 -HAMPDEN COUNTY SHERIFFS INC,2010,2009-12-17,MA,SPRINGFIELD,Administration and Finance,Department of Revenue,DOR,12010410,DOR CHILD SUPPORT ENFORCEMENT TRUST FUND,Trusts,Child Support Enforcement Fund,0142,JJ,"Sheriffs, Constables & Process Servers",J41,,310.24 -MINUTEMAN TRUCKS INC,2010,2009-12-02,MA,WALPOLE,Public Safety and Security,Department of Correction,DOC,89000021,FOR THE COSTS OF PRODUCTS PRODUCED BY,Other,Intragovernmental Services Fund,0015,LL,Motorized Vehicle Equipment Maintenance & Repair,L44,RFR 7600-06 CDC,390.13 -YWCA OF GREATER LAWRENCE,2010,2009-12-10,MA,LAWRENCE,Health and Human Services,Department of Children and Families,DSS,48000038,SERVICES FOR CHILDREN & FAMILIES,Budgetary,General Fund,0010,MM,Purchased Human & Social Services For Clients/Non Medical,M03,,376.65 -G L OHRI MD,2010,2009-08-21,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,2313.52 -WINTHROP APOTHECARY INC,2010,2009-08-21,MA,WORCESTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,3565.97 -CHILDRENS UROLOGICAL FOUND INC,2010,2009-09-04,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,490.52 -CRYSTAL LAKE DENTAL PC,2010,2009-08-28,MA,WAKEFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,86 -EDWARD KAZARIAN,2010,2009-08-28,,,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,120.41 -ADAMS INTERNISTS,2010,2009-09-18,MA,ADAMS,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,163.82 -ESSENT HEALTHCARE OF MA,2010,2009-10-19,MA,HAVERHILL,Health and Human Services,Exec Office of Health & Human Services,EHS,40000320,PRIOR YEAR COLLECTIONS FROM LIENS/ESTATE,Budgetary,General Fund,0010,RR,Medicaid,R10,,43923.2 -CAROL DUPHILY DC,2010,2009-10-30,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,4.36 -KATHLEEN M CLEARY,2010,2009-12-18,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,61.73 -HARSHAD V SANGHVI MD PC,2010,2009-12-11,MA,WARE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,19.29 -SUSAN F BRONER,2010,2009-12-11,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000320,PRIOR YEAR COLLECTIONS FROM LIENS/ESTATE,Budgetary,General Fund,0010,RR,Medicaid,R10,,76.14 -MIDDLEBORO FAMILY DENTAL,2010,2009-12-04,MA,MIDDLEBORO,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,360 -BARBARA STELLE,2010,2009-09-17,,,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,HH,Health and Safety Services,HH4,RFR99-8990004,1050 -CITY OF WESTFIELD,2010,2009-10-20,MA,WESTFIELD,Transportation,Highway Dept,DPW,60100001,HIGHWAYS DEPARTMENT PERSONNEL SERVICES,Budgetary,Highway Fund,0101,GG,Electricity,G03,,64.9 -GRANBY HOUSING AUTHORITY,2010,2009-09-22,MA,GRANBY,Housing and Economic Development,Dept of Housing & Community Development,OCD,37228891,GRANTS FOR DEVELOPMENT OF LOW INCOME,Capital,General Capital Projects Fund,0200,PP,Grants To Public Entities,P01,MGL121B+23BSEC3,4616.82 -TOWN OF ROCKPORT,2010,2009-12-03,MA,ROCKPORT,Energy & Environmental Affairs,Dept of Conservation and Recreation,DCR,28102041,State Parks Fees Retained Revenue,Budgetary,General Fund,0010,GG,Sewage Disposal & Water,G08,,33 -"THE HOME DEPOT, DBA THE HOME DEPOT",2010,2009-09-09,GA,ATLANTA,Energy & Environmental Affairs,Dept of Conservation and Recreation,DCR,28102041,State Parks Fees Retained Revenue,Budgetary,General Fund,0010,NN,Facility Infrastructure Maintenance & Repair Tools & Supplie,N52,FAC27,47.74 -"SPRINGFIELD PARK VIEW HOSPITAL LLC, KINDRED HOSPITAL PARK VIEW",2010,2009-10-07,MA,SPRINGFIELD,Health and Human Services,Department of Mental Health,DMH,50950015,STATE PSYCHIATRIC HOSPITALS AND,Budgetary,General Fund,0010,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,01-1210-3090-01,210171 -DANIEL A BATTERMAN,2010,2009-09-23,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,150 -"PLANNED PARENTHOOD LEAGUE OF, MASSACHUSETTS",2010,2009-07-13,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,443.22 -"WALL PROST & ORTHOTICS, INC, ORTHOTICS, INC",2010,2009-08-07,MA,PEABODY,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,4271.14 -"PIONEER SPINE SPORTS PHYS, PHYSICIANS P C",2010,2009-08-07,MA,WEST SPRINGFIELD,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,126.16 -EPOCH SN HC OF NORTON LLC,2010,2009-07-27,MA,WALTHAM,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,182410.66 -CEREBRAL PALSY OF MASS INC,2010,2009-08-17,MA,QUINCY,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,1124888.98 -DONALD E KOWALSKI,2010,2009-09-14,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,116 -"METROWEST RADIOLOGY ASSOC, C/O BEVERLY MIX",2010,2009-08-28,MA,FRAMINGHAM,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,530.19 -WOMEN & INFANTS HOSPITAL OF RI,2010,2009-09-21,RI,PROVIDENCE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,8079.2 -SOUTH BAY MTL HLTH CTR INC,2010,2009-10-13,MA,BROCKTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,3526.19 -"METRO WEST REHAB CORP, WHITTIER REH HOSP WESTBOROUGH",2010,2009-10-13,MA,WESTBOROUGH,Health and Human Services,Exec Office of Health & Human Services,EHS,40000320,PRIOR YEAR COLLECTIONS FROM LIENS/ESTATE,Budgetary,General Fund,0010,RR,Medicaid,R10,,200 -MAIN STREET PEDIATRICS PC,2010,2009-10-16,MA,HOPKINTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,111.18 -RELIABLE OXYGEN CO,2010,2009-10-30,MA,TAUNTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,81.47 -NEW ENGLAND INPATIENT SPEC,2010,2009-11-20,MA,SOUTH EASTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,1918.5 -HIEP D NGUYEN MD PC,2010,2009-12-07,MA,LOWELL,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,107.42 -"NORTH SHORE CARDIOVASCULAR ASSOCIATES, ASSOCIATES INC",2010,2009-12-28,MA,SALEM,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,316.69 -ESSEX COUNTY OB/GYN ASSOCIATES INC,2010,2009-12-28,MA,BEVERLY,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,5938.79 -ROBERT PROCTOR,2010,2009-12-09,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,187.5 -MINUTEMAN PEST CONTROL CO INC,2010,2009-09-17,MA,NORTHAMPTON,Health and Human Services,Department of Mental Health,DMH,50110100,ADMINISTRATION AND GENERAL SERVICES,Budgetary,General Fund,0010,NN,Exterminators/Integrated Pest Management,N71,FAC500000000000,144 -TOWN OF HINGHAM,2010,2009-10-15,MA,HINGHAM,Energy & Environmental Affairs,Dept of Conservation and Recreation,DCR,28102041,State Parks Fees Retained Revenue,Budgetary,General Fund,0010,GG,Electricity,G03,,3788.52 -DS WATERS OF AMERICA INC,2010,2009-10-19,GA,ATLANTA,Energy & Environmental Affairs,State Reclamation Board,SRB,25200300,CAPE COD MOSQUITO CONTROL-ASSESSMENTS,Trusts,Mosquito and Greenhead Fly Control Fund,0113,EE,Bottled Water,E15,GRO18,13.99 -"JEWISH FAM SRVCS OF WESTERN MASS, GREATER SPRINGFIELD INC",2010,2009-09-08,MA,SPRINGFIELD,Health and Human Services,Office for Refugees and Immigrants,ORI,40030806,"REFUGEE CASH, MEDICAL AND ADMINISTRATION",Federal Grants,Federal Grants Fund,0100,MM,Purchased Human & Social Services For Clients/Non Medical,M03,FY09-ORI-05,6459.34 -DEBORAH B GORDON,2010,2009-07-31,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,271.47 -ANTONIO BUZZANGA,2010,2009-08-21,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,27.83 -CITY OF GLOUCESTER,2010,2009-08-31,MA,GLOUCESTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,2644 -DESJARDINS MANAGEMENT INC.,2010,2009-10-05,MA,LAWRENCE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,58805 -CARITAS NORWOOD HOSP INC,2010,2009-10-05,MA,NORWOOD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,55258.48 -JAMES J SAMIA,2010,2009-10-09,,,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,352 -WINCHESTER EMERGENCY MEDICAL ASSOC,2010,2009-11-20,MA,WINCHESTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,1115.12 -ANNA PETROPOULOS WEISSLEDER,2010,2009-12-04,MA,DANVERS,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,73.71 -"TOWARD INDEPENDENT LIVING &, LEARNING INC",2010,2009-12-15,MA,DEDHAM,Health and Human Services,Department of Developmental Services,DMR,59202000,RESIDENTIAL AND DAY COMPONENT,Budgetary,General Fund,0010,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,6RES26801199,531978.3 -DATAMANUSA LLC,2010,2009-09-25,CO,DENVER,Health and Human Services,Exec Office of Health & Human Services,EHS,40001700,Health and Human Services Information Technology Costs,Budgetary,General Fund,0010,UU,Information Technology (IT) Professionals,U05,ITS33-STAFFAUGC,2460 -DS WATERS OF AMERICA INC,2010,2009-09-22,GA,ATLANTA,Health and Human Services,Department of Veterans' Services,VET,14100630,VETERANS CEMETERIES AGAWAM/WINCHENDON,Budgetary,General Fund,0010,EE,Bottled Water,E15,GRO18,17.9 -"UNITED PARCEL SERVICE, INC.",2010,2009-10-06,GA,ATLANTA,Education,Department of Higher Education,RGT,70660000,HIGHER EDUCATION COORDINATING COUNCIL,Budgetary,General Fund,0010,JJ,Auxiliary Services,JJ2,OFF11,179.04 -VERIZON NEW ENGLAND INC,2010,2009-11-06,NY,NEW YORK,Health and Human Services,Department of Developmental Services,DMR,59202010,FOR STATE OPERATED COMMUNITY BASED,Budgetary,General Fund,0010,EE,"Subscriptions, Memberships & Licensing Fees",E12,,189.19 -259 NORTH STREET LIMITED,2010,2009-11-03,MA,HYANNIS,Health and Human Services,Department of Transitional Assistance,WEL,44001000,DEPARTMENT OF PUBLIC WELFARE,Budgetary,General Fund,0010,GG,Space Rental,G01,SPACE LEASE,13034 -LEAH R KUNKEL,2010,2009-09-23,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,1462.5 -PITTSFIELD VISION ASSOC PC,2010,2009-07-17,MA,PITTSFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,128.67 -THOMAS M ANZALDI,2010,2009-07-17,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,617.11 -GREENFIELD RADIOLOGY ASSOC PC,2010,2009-07-10,MA,GREENFIELD,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,342.82 -T. & C. FLYNN'S PHARMACY INC.,2010,2009-08-10,MA,PITTSFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,2655.98 -WILLIAM M STENSONMD PC,2010,2009-07-31,MA,BROCKTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,73.71 -METROPOLITAN ANESTHESIA LLC,2010,2009-07-27,MA,MELROSE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,40.74 -MALDEN FAMILY DENTAL PC,2010,2009-08-28,MA,MALDEN,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,667 -EASTON HLTH GROUP LLC,2010,2009-11-09,MA,NORTH EASTON,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,9402.3 -DAVID CHERNOCK,2010,2009-11-06,,,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,40.3 -ASSOC PHYS OF HMFP OF BIDM,2010,2009-11-06,MA,AYER,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,702.49 -"HEALTHFIRST FAMILY CARE, CENTER INC",2010,2009-11-02,MA,FALL RIVER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,128.1 -ALAN E COOPER,2010,2009-10-30,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,140 -"SHAUGNESSY-KAPLAN REHAB HOSPITAL INC, REHABILITAION HOSPITAL INC",2010,2009-11-16,MA,SALEM,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,689.72 -MEHDI RAHMATPOUR,2010,2009-12-04,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,12502 -HENDERSON EYE CENTER LLC,2010,2009-11-27,MA,SPRINGFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40001400,MASSHEALTH HIV EXPANSION,Budgetary,General Fund,0010,RR,Medicaid,R10,,147.94 -LATA MUNDKUR,2010,2009-12-04,,,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,48.67 -NEW ENGLAND INPATIENT SPEC,2010,2009-12-24,MA,SOUTH EASTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,820.49 -RICHARD BARNUM,2010,2009-12-10,,,Judiciary,Committee for Public Counsel Service,CPC,03211520,INDIGENT PERSONS' FEES AND COURT COSTS,Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,12400 -TOWN OF SHARON,2010,2009-09-16,MA,SHARON,Education,Elementary and Secondary Education,DOE,70389004,MASS. PLAN FOR COMMUNITY SERVICES,Federal Grants,Federal Grants Fund,0100,PP,Grants To Public Entities,P01,GRANT APPL,4000 -BAY STATE GAS COMPANY,2010,2009-10-21,MA,WESTBOROUGH,Public Safety and Security,Department of Police,POL,81000000,CONSOLIDATED DEPT OF STATE POLICE,Budgetary,Highway Fund,0101,GG,Natural Gas,G11,,69.83 -PEOPLESERVE PRS INC,2010,2009-09-09,MA,CHESTNUT HILL,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Temporary Help Services,J46,ITS33-STAFFAUGC,1312.5 -BANK OF AMERICA NA,2010,2009-07-10,VA,RICHMOND,Independents,State Lottery Commission,LOT,06407001,"BALANCE, JULY 1",Trusts,State Lottery Fund,0130,TT,Initial Payment of Prizes to Awardees,T05,,3679599 -SCOTT G HAMLEN,2010,2009-09-22,,,Energy & Environmental Affairs,Department of Fish and Game,FWE,23309738,Red Tide Economic Relief,Federal Grants,Federal Grants Fund,0100,PP,Grants To Non-Public Entities,PP1,DISASTER RELIEF,606.3 -"SR RES CARE MIDDLEBORO INC, MIDDLEBORO INC",2010,2009-07-27,MA,NEEDHAM,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,502794.71 -"ALEXANDERS PHARMACY, GEORGE KONTOS",2010,2009-08-10,MA,DRACUT,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,49.63 -"BRIGHAM AND WOMENS PHYSICIAN, ORGANIZATION INC",2010,2009-09-08,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000875,CERVICAL/BREAST CANCER BENEFITS,Budgetary,General Fund,0010,RR,Medicaid,R10,,205.9 -SURESH K NAIDU DDS PC,2010,2009-08-28,MA,ROXBURY,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,1485 -FREDRICK J WAGNER,2010,2009-10-02,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,658.99 -ERIC J RUBY,2010,2009-10-02,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,579.91 -HALLMARK IMAGING ASSOC,2010,2009-09-25,MA,WINCHESTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,6.78 -OLGA L DE LA CALLE,2010,2009-09-28,MA,DORCHESTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,139.52 -SERIO BROTHERS INC,2010,2009-11-20,MA,WESTMINSTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,250.61 -SULLIVANS PHARMACY INC,2010,2009-12-07,MA,ROSLINDALE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,14013.96 -RONALD S MILLER,2010,2009-11-27,,,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,426 -RONALD J MESSER,2010,2009-12-14,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,8.57 -TOWN OF CARVER,2010,2009-10-05,MA,CARVER,Education,Elementary and Secondary Education,DOE,70607001,Special Education Grants for States-ARRA,Federal Grants,Federal Grants Fund,0100,PP,Grants To Public Entities,P01,GRANT APPL,21314 -VERIZON NETWORK INTEGRATION CO,2010,2009-10-19,PA,FRAZER,Health and Human Services,Department of Public Health,DPH,45139007,NUTRITIONAL STATUS OF WOMEN AND INFANTS,Federal Grants,Federal Grants Fund,0100,UU,Telecommunications Services - Voice,U02,ITT09,345.39 -WILLIAM W PRIDE,2010,2009-11-04,,,Administration and Finance,Department of Revenue,DOR,12010162,Impact on Child Support Incentives (Fed Match) - ARRA,Trusts,Child Support Enforcement Fund,0142,JJ,"Sheriffs, Constables & Process Servers",J41,,21.94 -VERIZON NEW ENGLAND INC,2010,2009-10-28,NY,NEW YORK,Education,Early Ed and Care,EEC,70091700,Education Information Technology Costs,Budgetary,General Fund,0010,UU,Telecommunications Services - Voice,U02,ITT09,682.6 -NEW ENGLAND COMM. SERVICES INC.,2010,2009-12-10,MA,BOSTON,Health and Human Services,Department of Children and Families,DSS,48000038,SERVICES FOR CHILDREN & FAMILIES,Budgetary,General Fund,0010,MM,Purchased Human & Social Services For Clients/Non Medical,M03,,28579.87 -TEWKSBURY MEDICAL GROUP PC,2010,2009-07-20,MA,TEWKSBURY,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,843.41 -HEALTHDRIVE PODIATRY GROUP,2010,2009-08-03,MA,NEWTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,517.79 -"MOUNT AUBURN HOSPITAL, DIRECTOR PAT.FIN.SVCS",2010,2009-08-17,MA,CAMBRIDGE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,38807.89 -"WILBRAHAM MEDICAL INVESTORS LP, PATRICIA CLARK",2010,2009-09-08,TN,CLEVELAND,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,28049.49 -PELHAM COMMUNITY PHARMACY,2010,2009-09-08,MA,BRIGHTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,142.81 -"GF MASS, DBA QUABOAG NURSING HOME",2010,2009-08-31,MA,WEST BROOKFIELD,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,78247.31 -CLASS INC,2010,2009-08-31,MA,LAWRENCE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,85988.71 -JEROME M AZIADDS PC,2010,2009-09-21,MA,SOUTHWICK,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,335 -JOHN DIUNE,2010,2009-09-11,NH,NASHUA,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,574 -METROWEST IMAGING CTR LLC,2010,2009-09-11,MA,ANDOVER,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,621.82 -"PIONEER SPINE SPORTS PHYS, PHYSICIANS P C",2010,2009-12-21,MA,WEST SPRINGFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,3631.76 -SEVEN HILLS COMM SVS INC,2010,2009-09-03,MA,WORCESTER,Health and Human Services,Department of Developmental Services,DMR,59202000,RESIDENTIAL AND DAY COMPONENT,Budgetary,General Fund,0010,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,2-00-1,17201.9 -"ENVIRONMENTAL ENTERPRISES &, ASSOCIATES INC",2010,2009-12-04,MA,HINGHAM,Health and Human Services,Department of Public Health,DPH,45900915,HOSPITAL OPERATIONS,Budgetary,General Fund,0010,NN,Hazardous Waste Removal Services,N72,FAC320000000000,3334.5 -"TOWN OF LENOX, TREASURER",2010,2009-12-31,MA,LENOX,Administration and Finance,Department of Revenue,DOR,12019095,SCHOOL CHOICE PAYMENTS,Trusts,Agency Fund,0600,PP,Cherry Sheet Distributions,P04,,329925 -IOS CAPITAL,2010,2009-09-30,GA,MACON,Health and Human Services,Department of Mental Health,DMH,50950015,STATE PSYCHIATRIC HOSPITALS AND,Budgetary,General Fund,0010,LL,Printing/Photocopy & Micrographics Equip Rent/Lease,L26,OFF16,1112.26 -DS WATERS OF AMERICA INC,2010,2009-10-27,GA,ATLANTA,Energy & Environmental Affairs,Department of Fish and Game,FWE,23300100,DIV.OF MARINE FISHERIES-ADMINISTRATION,Budgetary,General Fund,0010,EE,Bottled Water,E15,GRO18,94.5 -CAPEABILITIES,2010,2009-07-13,MA,HYANNIS,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,22299.12 -DUVALS PHARMACY INC,2010,2009-07-20,MA,WHITMAN,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,34.16 -"FAULKNER HOSPITAL INC, PAUL CARROLL",2010,2009-09-21,MA,JAMAICA PLAIN,Health and Human Services,Exec Office of Health & Human Services,EHS,44052000,DIRECT OLD AGE ASSISTANCE,Budgetary,General Fund,0010,RR,Medicaid,R10,,263.88 -BYRAM HEALTHCARE CENTERS INC,2010,2009-10-13,NY,WHITE PLAINS,Health and Human Services,Exec Office of Health & Human Services,EHS,40000875,CERVICAL/BREAST CANCER BENEFITS,Budgetary,General Fund,0010,RR,Medicaid,R10,,140 -"MENTAL HEALTH & RETARDATION, CENTER OF CAMBRIDGE",2010,2009-10-09,MA,CAMBRIDGE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,40 -"LAHEY CLINIC, INC.",2010,2009-10-26,MA,BURLINGTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000875,CERVICAL/BREAST CANCER BENEFITS,Budgetary,General Fund,0010,RR,Medicaid,R10,,311.23 -THOMAS F CAHILL,2010,2009-10-16,MA,WEST BROOKFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,982 -"BOSTON PLASTIC & ORAL SURGERY, FOUNDATION INC",2010,2009-11-30,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000320,PRIOR YEAR COLLECTIONS FROM LIENS/ESTATE,Budgetary,General Fund,0010,RR,Medicaid,R10,,187.44 -JEROME M AZIADDS PC,2010,2009-12-28,MA,SOUTHWICK,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,69 -WILLIAM J CONNORS,2010,2009-12-24,MA,SANDWICH,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,2001 -RICK RAMSTROMS SERVICE INC,2010,2009-10-22,MA,WORCESTER,Transportation,Highway Dept,DPW,60330717,Non-Federally Assisted Construction & Advertisement costs,Capital,Highway Capital Projects Fund,0210,LL,Heavy Equipment Maintenance/Repair,L51,MASTERAGREEMENT,250.13 -HOME HEALTH VNA INC,2010,2009-09-03,MA,LAWRENCE,Health and Human Services,Department of Public Health,DPH,45120103,ACQUIRED IMMUNE DEFICIENCY PROGRAM,Budgetary,General Fund,0010,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,600114,12492.88 -"LOWELL COMMUNITY HEALTH CENTER, COMMUNITY HEALTH INITIATIVE",2010,2009-12-07,MA,LOWELL,Health and Human Services,Department of Public Health,DPH,45139027,MASS CARE: COMMUNITY AIDS RESOURCE,Federal Grants,Federal Grants Fund,0100,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,802213,4201.6 -"WEST END HOUSE INC, WEST END HOUSE BOYS & GIRLCLB",2010,2009-10-07,MA,ALLSTON,Education,Elementary and Secondary Education,DOE,70619611,After-School and Out-of-School Grants,Budgetary,General Fund,0010,PP,Grants To Non-Public Entities,PP1,GRANT APPL,4452 -"CITY OF REVERE, TREASURER",2010,2009-12-01,MA,REVERE,Education,Elementary and Secondary Education,DOE,70432003,TITLE IIB MATH & SCIENCE PARTNERSHIPS,Federal Grants,Federal Grants Fund,0100,PP,Grants To Public Entities,P01,,9916.49 -Vendor Not Available,2010,2009-07-24,,,Education,University of Massachusetts,UMS,71000200,OPERATION OF THE STATE UNIVERSITY,Budgetary,General Fund,0010,BB,Overtime Meals,B03,,66 -"COLONIAL GAS COMPANY, KEYSPAN ENERGY DELIVERY",2010,2009-09-16,MA,BOSTON,Energy & Environmental Affairs,Department of Environmental Protection,EQE,22006433,CHARLES GEORGE TYNGSBOROUGH RESPONSE,Trusts,Expendable Trust Fund - External,0300,GG,Natural Gas,G11,,7.6 -TOWN OF NORTHBOROUGH,2010,2009-12-16,MA,NORTHBOROUGH,Independents,Massachusetts Cultural Council,ART,06400300,MASSACHUSETTS CULTURAL COUNCIL,Budgetary,General Fund,0010,PP,Grants To Public Entities,P01,,4000 -HALL PUMP SALES & SERVICE CORP,2010,2009-11-24,MA,WILMINGTON,Health and Human Services,Department of Mental Health,DMH,50950015,STATE PSYCHIATRIC HOSPITALS AND,Budgetary,General Fund,0010,NN,Non-Major Facility Infrastructure Maintenance and Repair,N50,FAC29H-J,940.5 -PDL INDUSTRIAL PRODUCTS INC,2010,2009-08-27,NH,NASHUA,Public Safety and Security,Department of Correction,DOC,89000001,ADMINISTRATION AND OPERATION OF THE,Budgetary,General Fund,0010,NN,Facility Infrastructure Maintenance & Repair Tools & Supplie,N52,05-SFU-MOTORS,777.8 -ROBERT E MARTIN,2010,2009-08-26,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,2164.1 -MARGARET L TOMASKO,2010,2009-07-10,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,179.95 -"AMJAD BAHNASSI, NEWTON ST HEALTH CARE",2010,2009-07-24,,,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,12.46 -"ANESTHESIA ASSC OF MASS,PC, MASSACHUSETTS PC",2010,2009-07-27,MA,WESTWOOD,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,3093.59 -MULRENAN PHYSICAL THERAPY LLC,2010,2009-08-17,MA,WOBURN,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,169.52 -CHADWICK AMBULATORY CARE PC,2010,2009-08-28,MA,WORCESTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,25.7 -AMITY MEDICAL ASSOCIATES,2010,2009-10-16,MA,AMHERST,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,18.98 -MARGOLIS PHARMACY INC,2010,2009-12-07,MA,CHELSEA,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,15771.16 -"CITY OF SPRINGFIELD, TREASURER",2010,2009-12-22,MA,SPRINGFIELD,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,250 -FENWAY COMMUNITY HEALTH CENTER,2010,2009-12-03,MA,BOSTON,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,60 -SARAH GUNNER BOUDREAU,2010,2009-11-24,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,3401.6 -ROBERT EDWARD KENNEY JR,2010,2009-12-08,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,2762.5 -"BERKSHIRE CHILDREN & FAMILIES INC, CHILDREN INC",2010,2009-09-09,MA,PITTSFIELD,Health and Human Services,Department of Children and Families,DSS,48000030,DSS Regional Administration,Budgetary,General Fund,0010,MM,Purchased Human & Social Services For Clients/Non Medical,M03,DSS-FNL-REBID,31834.26 -GZA GEOENVIRONMENTAL INC,2010,2009-09-14,MA,NORWOOD,Administration and Finance,Capital Asset Management and Maintenance,DCP,11022008,State Facility Improvements,Capital,General Capital Projects Fund,0200,NN,Hazardous Waste Removal Services,N14,,29472.29 -FOSTER FARRAR COMPANY,2010,2009-11-27,MA,NORTHAMPTON,Judiciary,Trial Court,TRC,03300300,ADMINISTRATIVE STAFF,Budgetary,General Fund,0010,NN,Facility Infrastructure Maintenance & Repair Tools & Supplie,N52,,77.74 -W W GRAINGER INC,2010,2009-08-28,IL,LAKE FOREST,Health and Human Services,Department of Mental Health,DMH,56522689,"FULLER MENTAL HEALTH CENTER C.118, 1978",Trusts,Expendable Trust Fund - External,0300,NN,Facility Infrastructure Maintenance & Repair Tools & Supplie,N52,FAC28,177.06 -FIA CARD SERVICES N A,2010,2009-12-10,NC,CHARLOTTE,Transportation,Department of Transportation,DOT,61210717,NON-FEDERALLY ASSISTED CONSTRUCTION & ADVERTISEMENT COSTS,Capital,Highway Capital Projects Fund,0210,EE,Credit Card Purchases,E30,,372.3 -"KINNEY SYSTEM INC, CENTRALPARKING OF MA",2010,2009-12-30,MA,BOSTON,Housing and Economic Development,Dept of Telecommunications and Cable,TAC,70060071,Telecommunications and Cable,Budgetary,General Fund,0010,GG,Space Rental,G01,2007-SCA-001,750 -JAMES L FREDERICK,2010,2009-08-07,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,765 -JAY ODUNUKWE,2010,2009-08-26,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,2046.1 -CHARLENE DUBOIS GLYNN,2010,2009-07-13,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,59.38 -SUDARSHAN CHATTERJEE MD,2010,2009-07-17,,,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,366.63 -"TOWN OF MONSON, TREASURER",2010,2009-07-27,MA,MONSON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,271.43 -DIALYSIS CLINIC INC,2010,2009-08-03,MA,CONCORD,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,4181.1 -MA DENTAL CARE PC,2010,2009-08-10,MA,READING,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,649 -BARRY W ASTON,2010,2009-10-13,MA,HUDSON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,175 -BICENTENNIAL DENTAL PC,2010,2009-11-16,MA,SPRINGFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,572 -BREWSTER MEDICAL ASSOCIATESPC,2010,2009-12-04,MA,BREWSTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000320,PRIOR YEAR COLLECTIONS FROM LIENS/ESTATE,Budgetary,General Fund,0010,RR,Medicaid,R10,,1660.33 -FRED GROSSO,2010,2009-11-10,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,4825 -TOWN OF ROCKLAND,2010,2009-12-29,MA,ROCKLAND,Education,Elementary and Secondary Education,DOE,70431001,TITLE I GRANTS TO LOCAL EDUC AGENCIES,Federal Grants,Federal Grants Fund,0100,PP,Grants To Public Entities,P01,GRANT APPL,33004 -RPB PHARMACY INC,2010,2009-07-13,MA,NEW BEDFORD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,85.61 -"BOSTON UNIVERSITY NEUROLOGY, ASSOCIATES INC",2010,2009-09-08,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,731.99 -"JOHN SCOTT HOUSE NURSING HOME, INC",2010,2009-09-08,MA,BRAINTREE,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,31107.39 -TOTAL EYE CARE LLC,2010,2009-10-02,MA,FALL RIVER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,181.44 -EMERGENCY MED SOLUTIONS,2010,2009-10-05,MA,NORTHAMPTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,67.16 -SUPER SHOP'N SAVE SUPERMARKET,2010,2009-10-05,MA,LEOMINSTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,51.98 -CHINTAMANI B GOKHOLE,2010,2009-10-23,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,79.7 -LETOURNEAUS PHARMACY,2010,2009-10-19,MA,ANDOVER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,232.14 -HANS E VON WEISS,2010,2009-10-16,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,71.5 -LARAINE SHORE-SUSLOWITZ,2010,2009-10-16,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,35.99 -TOWN OF READING,2010,2009-11-09,MA,NORTH READING,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,546.14 -LISA KAPLAN-DISTASIO,2010,2009-11-23,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,3311.76 -"MINUTE MAN ARC FOR HUMAN, SERVICES INC",2010,2009-11-30,MA,CONCORD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,640.76 -MICHAEL D KEEFE MD,2010,2009-12-18,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,781 -ATREVA HEALTH CARE INC,2010,2009-12-18,MA,JAMAICA PLAIN,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,13.73 -RIVER'S EDGE FAMILY DENTAL,2010,2009-12-31,MA,HAVERHILL,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,8266 -"CARSON CENTER FOR HUMAN, SERVICES INC",2010,2009-12-17,MA,WESTFIELD,Health and Human Services,Department of Mental Health,DMH,50425000,FOR THE CHILD & ADOLESCENT SERVICES,Budgetary,General Fund,0010,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,20012130307929,8989.93 -WHALERS COVE LIMITED PARTNSHIP,2010,2009-08-28,MA,NEW BEDFORD,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,74178.97 -BODEK AND RHODES INC,2010,2009-09-22,PA,PHILADELPHIA,Public Safety and Security,Department of Correction,DOC,89000021,FOR THE COSTS OF PRODUCTS PRODUCED BY,Other,Intragovernmental Services Fund,0015,FF,Manufacturing Supply & Materials & Raw Materials,F19,7516-09SPECIALT,50.56 -MICHAEL J BROTHERS JR,2010,2009-07-31,,,Judiciary,Committee for Public Counsel Service,CPC,03211520,INDIGENT PERSONS' FEES AND COURT COSTS,Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,3.2 -ORTHOPAEDICS NORTHEAST P C,2010,2009-07-17,MA,NORTH ANDOVER,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,284.59 -NORTHAMPTON AREA PEDIATRCS,2010,2009-08-10,MA,NORTHAMPTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,115.89 -AMBAMA CLINIC PC,2010,2009-08-07,MA,DORCHESTER CENTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,360.6 -BARBARA H BUTLER,2010,2009-08-14,MA,WEST NEWBURY,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,35.99 -ROBERT L PLATT,2010,2009-08-14,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,159.02 -JAMES M COLLINS,2010,2009-09-08,MA,SHELBURNE FALLS,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,65 -"MASSACHUSETTS EAR, NOSE, THROAT ASSOCIATES",2010,2009-08-31,MA,CHELMSFORD,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,110.29 -WEINTRAUB GERIATRIC ASSOC PC,2010,2009-09-21,MA,NEWTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,4.04 -"EAST MOUNTAIN MEDICAL ASSO, DEBBIE GALVAGNI",2010,2009-09-25,MA,GTBARRINGTON,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,1.03 -"TIMOTHY R WOLFENDEN, JAMES ST PLAZA",2010,2009-10-16,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,99 -SHAILESH J SHAH MD,2010,2009-10-30,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,58.67 -MICHAEL NEWSTEIN,2010,2009-12-18,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,177.15 -NEW ENGLAND BAPTIST HOSPITAL,2010,2009-12-21,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,527.66 -JOSE D ANGELES MD,2010,2009-12-11,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,123.67 -"SO COAST CARDIAC SURG ASSC, SURGICAL ASSOCIATES P C",2010,2009-11-02,MA,FALL RIVER,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,20 -PRIMA CARE PC,2010,2009-12-09,MA,FALL RIVER,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,175 -"NANTUCKET COUNSELING SERVICE, NANTUCKET COUNTY INC",2010,2009-11-03,MA,NANTUCKET,Health and Human Services,Department of Mental Health,DMH,50470001,EMERGENCY PROGRAMS & ACUTE MH CARE,Budgetary,General Fund,0010,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,2850EMERGENCY01,6241.28 -TOWN OF ORLEANS,2010,2009-09-22,MA,ORLEANS,Health and Human Services,Exec Office of Health & Human Services,EHS,44025011,MUNICIPAL MEDICAID,Trusts,Agency Fund,0600,RR,Medicaid,R10,,23793.19 -ADAM GRAPHIC CORPORATION,2010,2009-12-14,MA,NORTH ATTLEBORO,Independents,Secretary of the Commonwealth,SEC,05170000,PRINTING-VARIOUS PUBLIC DOCUMENTS,Budgetary,General Fund,0010,JJ,Auxiliary Services,JJ2,,980 -WAYNE'S WEAPONRY INC,2010,2009-12-14,MA,WEST BOYLSTON,Energy & Environmental Affairs,Dept of Conservation and Recreation,DCR,28300100,Water Supply Protection Trust,Trusts,Expendable Trust Fund - External,0300,LL,Law Enforcemt/Security Equipment Maintenance/Repair,L50,RFR DCR 431,39.2 -"MCINNIS CONSULTING SERVICES, MCS INC",2010,2009-12-16,MA,NORWELL,Education,Elementary and Secondary Education,DOE,17903000,IT Equipment and Projects,Capital,General Capital Projects Fund,0200,UU,Information Technology (IT) Professionals,U05,ITS33-STAFFAUGC,22522.5 -"HOLYOKE CHICOPEE SPRINGFIELD, HEAD START INC",2010,2009-12-21,MA,SPRINGFIELD,Education,Early Ed and Care,EEC,30003050,Supportive Child Care,Budgetary,General Fund,0010,MM,Purchased Human & Social Services For Clients/Non Medical,M03,2000OCCS04,8191.35 -"ROBERT KARAS, QUINCY HEARING AID DISP",2010,2009-08-10,,,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,1866.37 -ROBERT H GUSHARD,2010,2009-08-28,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,72.05 -EUGENYA ALESKER,2010,2009-09-14,,,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,47.52 -TOWN OF ROCKLAND,2010,2009-09-14,MA,ROCKLAND,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,590.44 -"REHABILITATION INSTITUTE OF, WESTERN MASS INC",2010,2009-10-09,MA,LUDLOW,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,215.05 -MASS EYE & EAR ASSOC INC,2010,2009-09-28,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,190.95 -JEFFREY D HOROWITZ MD PC,2010,2009-10-30,MA,FALL RIVER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,722.73 -GMH ASSOCIATES INC,2010,2009-11-02,MA,METHUEN,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,564.62 -JOANNA PIECHNICZEK,2010,2009-11-06,,,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,13.99 -TOWN OF EASTHAM,2010,2009-12-07,MA,EASTHAM,Health and Human Services,Exec Office of Health & Human Services,EHS,40000320,PRIOR YEAR COLLECTIONS FROM LIENS/ESTATE,Budgetary,General Fund,0010,RR,Medicaid,R10,,707.64 -"GIANGREGORIO BROS INC, GREEN CROSS PHARMACY",2010,2009-12-11,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,58.78 -MARK ROSE,2010,2009-12-31,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,243.92 -"MASSACHUSETTS ELECTRIC COMPANY, NATIONALGRID",2010,2009-10-06,MA,NORTHBOROUGH,Transportation,Highway Dept,DPW,60100001,HIGHWAYS DEPARTMENT PERSONNEL SERVICES,Budgetary,Highway Fund,0101,GG,Electricity,G03,,4426.79 -ADVOCATES INC,2010,2009-09-29,MA,FRAMINGHAM,Health and Human Services,Department of Mental Health,DMH,50462000,FOR SERVICES TO THE HOMELESS MENTALLY,Budgetary,General Fund,0010,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,2010-MSA-305401,8045.04 -"RIVERSIDE COMMUNITY MENTAL HEALTH &, RETARDATION CENTER",2010,2009-08-28,MA,DEDHAM,Health and Human Services,Department of Developmental Services,DMR,59202000,RESIDENTIAL AND DAY COMPONENT,Budgetary,General Fund,0010,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,300NS13,16000 -ELIOT COMMUNITY HUMAN SRVCS,2010,2009-09-30,MA,LEXINGTON,Health and Human Services,Department of Mental Health,DMH,50462000,FOR SERVICES TO THE HOMELESS MENTALLY,Budgetary,General Fund,0010,MM,Purch.H&Ss For Clit.Med/Hc Rel,MM3,2010NEA305401,-14442.4 -INDEPENDENCE HOUSE INC,2010,2009-10-07,MA,HYANNIS,Health and Human Services,Department of Children and Families,DSS,48001400,CONTRACTS FOR WOMEN IN TRANSITION,Budgetary,General Fund,0010,MM,Purchased Human & Social Services For Clients/Non Medical,M03,DSS DV07,16851.21 -"RENTAL CONCEPTS INC, FLEET RESPONSE",2010,2009-10-19,OH,CLEVELAND,Energy & Environmental Affairs,Department of Fish and Game,FWE,23300100,DIV.OF MARINE FISHERIES-ADMINISTRATION,Budgetary,General Fund,0010,LL,Motorized Vehicle Equipment Maintenance & Repair,L44,VEH84A,1797.71 -PRATT OPTHAMOLOGY ASSOCIATES INC,2010,2009-07-17,MA,BOSTON,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,6300.76 -THARWAT A HANNA MD PC,2010,2009-07-10,MA,MARSHFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,426.2 -"RANDALL L DAVIS DMD, PC",2010,2009-07-31,MA,LAWRENCE,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,841 -ROBERT CAPRILE,2010,2009-08-21,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,5.2 -"SAINTS MEMORIAL MED CT,INC, BUSINESS OFFICE",2010,2009-08-24,MA,LOWELL,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,35662.88 -WILLIAM C O'DONNELL DMD PC,2010,2009-09-04,MA,PITTSFIELD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,9294 -COUNTY SQUARE PHARMACY,2010,2009-09-14,MA,ATTLEBORO,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,2105.43 -NEMC EMERGENCY ASSOC PC,2010,2009-10-02,MA,BOSTON,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,350.17 -ROBERT G ALEXANDER MD,2010,2009-11-13,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,299.4 -IVPCARE INC,2010,2009-11-27,MA,WILMINGTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,7688.56 -"DANIEL J REIDA D C INC, BASS RIVER CHIROPRACTIC",2010,2009-12-24,MA,SOUTH YARMOUTH,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,5.2 -JOSHI MEDICAL SERVICES PC,2010,2009-12-31,MA,NORTH BILLERICA,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,267.6 -RIZKALLA MOUCHATI MD PC,2010,2009-09-14,MA,QUINCY,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,50 -FREDERICK WINSMANN,2010,2009-11-10,MA,NEWTON,Judiciary,Committee for Public Counsel Service,CPC,03211520,INDIGENT PERSONS' FEES AND COURT COSTS,Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,6055.9 -CAMBRIDGE HOUSING AUTHORITY,2010,2009-11-09,MA,CAMBRIDGE,Housing and Economic Development,Dept of Housing & Community Development,OCD,70049005,FOR PAYMENTS TO HOUSING AUTHORITIES,Budgetary,General Fund,0010,PP,Subsidies,P02,OCDP02,9100 -ST VINCENTS HOME CORP,2010,2009-09-03,MA,FALL RIVER,Health and Human Services,Department of Children and Families,DSS,48000041,DELIVERY OF GROUP CARE SERVICES TO,Budgetary,General Fund,0010,MM,Purchased Human & Social Services For Clients/Non Medical,M03,DSS-FNS06,73767 -98 NORTH LLC,2010,2009-11-03,MA,NEWTON,Independents,Board of Library Commissioners,BLC,70009101,BOARD OF LIBRARY COMMISSIONERS-,Budgetary,General Fund,0010,GG,Space Rental,G01,DCAM SPACE LEAS,6217 -EMIL A PAULI,2010,2009-07-17,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,393 -JAMES C BIEL,2010,2009-07-13,,,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,174 -SEACOAST MEDICAL ASSOC PC,2010,2009-07-10,MA,NEWBURYPORT,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,364.78 -EYEWEAR BY GIORGIO LLC,2010,2009-09-08,MA,CHELMSFORD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,83.49 -"PORTSMOUTH EMERGENCY PHYSICIANS PC, PHYSICIANS PC",2010,2009-08-31,NH,PORTSMOUTH,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,11.44 -JOHN P BURKE DMD PC,2010,2009-10-05,MA,LOWELL,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,12602 -DONALD L FELDMAN,2010,2009-10-16,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,1147 -JOAN I GITLIN,2010,2009-10-16,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,1053.23 -SCOTT M ARONSON DMP PC,2010,2009-10-30,MA,STOUGHTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,.08 -PETER DEWIRE MD PC,2010,2009-11-06,MA,QUINCY,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,64.28 -LOWNEY MEDICAL ASSOCIATES,2010,2009-11-13,MA,HYDE PARK,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,73.71 -LAUREN DICKERMAN,2010,2009-11-27,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,79.51 -DONALD H CZELUSNIAK OD,2010,2009-12-31,,,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,12.35 -ABSOLUTE CARE INC,2010,2009-12-28,MA,BRIGHTON,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,114980.83 -ILYA G GINZBURG,2010,2009-12-31,MA,BRIGHTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,207 -COMMUNITY HEALTH PROG INC,2010,2009-12-28,MA,GREAT BARRINGTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,445 -HIEP D NGUYEN M D,2010,2009-10-13,,,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,HH,Health and Safety Services,HH4,RFR99-8990004,150 -MARY G CIRI,2010,2009-08-17,,,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,HH,Health and Safety Services,HH4,RFR99-8990004,337.23 -"JOHN E NELSON, COLLINS NELSON & ROACH",2010,2009-11-24,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,5094.1 -TOWN OF UPTON,2010,2009-10-14,MA,UPTON,Administration and Finance,Department of Revenue,DOR,12012286,MASS COMMUNITY PRESERVATION TRUST FUND,Trusts,Community Preservation Trust Fund,0038,PP,"State Collected Taxes, Fines, Fees Distrib to Local Gov.",P05,,167506 -SILVER LAKE REGIONAL SCHOOL,2010,2009-08-11,MA,KINGSTON,Education,Elementary and Secondary Education,DOE,70619404,COMPREHENSIVE ASSESSMENT EXAM SUPPORT,Budgetary,General Fund,0010,PP,Grants To Public Entities,P01,GRANT APPL,12050 -"NEW ENGLAND OFFICE SUPPLY, INC.",2010,2009-10-19,MA,BRAINTREE,Energy & Environmental Affairs,Dept of Conservation and Recreation,DCR,28409709,WAQUOIT BAY NATIONAL ESTUARINE RESEARCH,Federal Grants,Federal Grants Fund,0100,EE,Office & Administrative Supplies,E01,OFF28,303.83 -JAMES J SULLIVAN,2010,2009-12-04,,,Administration and Finance,Department of Revenue,DOR,12010410,DOR CHILD SUPPORT ENFORCEMENT TRUST FUND,Trusts,Child Support Enforcement Fund,0142,JJ,"Sheriffs, Constables & Process Servers",J41,,13.6 -"BROCKTON FAMILY & COMMUNITY, RESOURCES INC",2010,2009-10-07,MA,BROCKTON,Health and Human Services,Department of Children and Families,DSS,48001400,CONTRACTS FOR WOMEN IN TRANSITION,Budgetary,General Fund,0010,MM,Purchased Human & Social Services For Clients/Non Medical,M03,DVSDV07,4539.63 -"SOUTH SHORE EDUCATIONAL, COLLABORATIVE",2010,2009-08-10,MA,HINGHAM,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,416.88 -"GGNSC GLOUCESTER, LLC",2010,2009-09-14,GA,CONYERS,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,87403.65 -TUFTS MEDICAL CENTER INC,2010,2009-09-11,MA,BOSTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,2495.7 -LINDA SPECHT,2010,2009-08-28,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,205.04 -GREGORY BRODSKY,2010,2009-10-02,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000430,COMMONHEALTH SUPPLEMENTAL CARE FOR,Budgetary,General Fund,0010,RR,Medicaid,R10,,13.99 -REVCO DISCOUT DRUG CTR INC,2010,2009-10-19,RI,WOONSOCKET,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,25.57 -"ACTON MEDICAL ASSOCIATES, P.C.",2010,2009-11-20,MA,ACTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,1136.91 -BROCKTON ADULT DAY VARELLC,2010,2009-11-09,MA,BROCKTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,2564.73 -FITCHBURGH EMER MEDICALS,2010,2009-11-20,MA,LEOMINSTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,543.21 -MICHAEL S CASEY,2010,2009-11-30,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,280 -HERBERT J DORRIS,2010,2009-12-24,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,154 -"CENTRAL MASS ALLERGY AND ASTHMA CARE, ASTHMA CARE",2010,2009-12-24,MA,WORCESTER,Health and Human Services,Exec Office of Health & Human Services,EHS,40000880,MassHealth - Family Assistance,Budgetary,General Fund,0010,RR,Medicaid,R10,,120.31 -"LITSCHER EYE CENTER, HERITAGE OFFICE PARK",2010,2009-10-15,MA,EAST LONGMEADOW,Health and Human Services,Mass Rehabilitation Commission,MRC,41200511,VOCATIONAL REHABILITATION-DETERMINATION,Federal Grants,Federal Grants Fund,0100,JJ,Legal Support Services,JJ1,RFR99-8990004,15 -TOWN OF SWANSEA,2010,2009-12-04,MA,SWANSEA,Independents,Secretary of the Commonwealth,SEC,05210005,Senate Special Election,Budgetary,General Fund,0010,PP,Grants To Public Entities,P01,,3930 -"NEW ENGLAND WOMANS SUPPORT INC, DBA THE NETWRK BATTRED WOMAN",2010,2009-09-08,MA,BOSTON,Independents,Victim and Witness Assistance Board,VWA,08400110,CRIME VICTIMS ASSISTANCE PROGRAMS -,Federal Grants,Federal Grants Fund,0100,MM,Purchased Human & Social Services For Clients/Non Medical,M03,,3945.98 -NEMASKET GROUP,2010,2009-10-29,MA,FAIRHAVEN,Health and Human Services,Department of Developmental Services,DMR,59480012,FOR THE COSTS OF RESIDENTIAL SERVICES,Other,Intragovernmental Services Fund,0015,MM,Purchased Human & Social Services For Clients/Non Medical,M03,03-NB-376,1212.49 -ANTHONY MARTIN KEANE,2010,2009-08-26,MA,HOLYOKE,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,1798.95 -SERVICENET INC,2010,2009-07-13,MA,NORTHAMPTON,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,62597.02 -LYRA DURKIN,2010,2009-08-07,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,114.21 -ALLIANCE OF SE MASS INC,2010,2009-08-31,MA,BRAINTREE,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,13518.1 -SMALL SMILES OF BROCKTON,2010,2009-09-14,CO,PUEBLO,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,77 -DONALD E JAFFE DMD PC,2010,2009-10-05,MA,NEW BEDFORD,Health and Human Services,Exec Office of Health & Human Services,EHS,40000870,MassHealth - Basic Expansion,Budgetary,General Fund,0010,RR,Medicaid,R10,,139 -WIH FACLTY PHYSICIANS INC,2010,2009-11-16,MA,NEW BEDFORD,Health and Human Services,Exec Office of Health & Human Services,EHS,40001405,MassHealth - Essential Plan,Budgetary,General Fund,0010,RR,Medicaid,R10,,175.99 -ERIC AKER MD,2010,2009-12-04,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000320,PRIOR YEAR COLLECTIONS FROM LIENS/ESTATE,Budgetary,General Fund,0010,RR,Medicaid,R10,,858.83 -CAROL A BEAUVAIS,2010,2009-12-11,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000700,INDEMNITY/THIRD PARTY LIABILITY PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,335.86 -ESTERA HALPERN,2010,2009-12-11,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,375 -TOWN OF GREAT BARRINGTON,2010,2009-10-08,MA,GREAT BARRINGTON,Transportation,Highway Dept,DPW,60350867,Chapter 90 Town & County Ways,Capital,Highway Capital Projects Fund,0210,PP,Grants To Public Entities,P01,0050816,51382.91 -TOWN OF SHIRLEY,2010,2009-12-31,MA,SHIRLEY,Administration and Finance,Department of Revenue,DOR,12019095,SCHOOL CHOICE PAYMENTS,Trusts,Agency Fund,0600,PP,Cherry Sheet Distributions,P04,,80792 -TOWN OF HADLEY,2010,2009-12-31,MA,HADLEY,Administration and Finance,Department of Revenue,DOR,12332350,Unrestricted General Government Local Aid,Budgetary,General Fund,0010,PP,Cherry Sheet Distributions,P04,,82120 -TOWN OF GROVELAND,2010,2009-09-30,MA,GROVELAND,Public Safety and Security,EO Public Safety and Security,EPS,80004842,Click It or Ticket Next Generation,Federal Grants,Federal Grants Fund,0100,PP,Grants To Public Entities,P01,APPLICATION,729 -DS WATERS OF AMERICA INC,2010,2009-11-27,GA,ATLANTA,Health and Human Services,Department of Public Health,DPH,45021012,COOPERATIVE HEALTH STATISTICS SYSTEM,Federal Grants,Federal Grants Fund,0100,EE,Bottled Water,E15,GRO18,50.38 -VERIZON NEW ENGLAND INC,2010,2009-12-14,NY,NEW YORK,Administration and Finance,Department of Revenue,DOR,12010130,TAX REVENUE MANAGEMENT & COLLECTION,Budgetary,General Fund,0010,UU,Telecommunications Services - Voice,U02,ITT09,25.54 -CAM OFFICE SERVICES INC,2010,2009-12-07,MA,WOBURN,Public Safety and Security,Emergency Management Agency,CDA,88000001,CIVIL DEFENSE AGENCY,Budgetary,General Fund,0010,EE,Printing Expenses & Supplies,E02,OFF16,33.86 -GLOBAL MONTELLO GROUP LLC,2010,2009-11-27,MA,WALTHAM,Health and Human Services,Department of Mental Health,DMH,50950015,STATE PSYCHIATRIC HOSPITALS AND,Budgetary,General Fund,0010,EE,"Fees, Fines, Licenses, Permits & Chargebacks",E19,ENE200000000000,210.53 -JOHN O MITCHELL,2010,2009-08-26,,,Judiciary,Committee for Public Counsel Service,CPC,03211510,"COMPENSATION OF PRIVATE COUNSEL,",Budgetary,General Fund,0010,RR,Public Counsel,R24,LEGISLATIVEXMPT,4508.3 -PHILIP C CARLING MD,2010,2009-07-17,,,Health and Human Services,Exec Office of Health & Human Services,EHS,40000500,MANAGED CARE PLAN,Budgetary,General Fund,0010,RR,Medicaid,R10,,933.12 -ABERJONA NURSING CTR INC,2010,2009-07-27,MA,WINCHESTER,Health and Human Services,Department of Elder Affairs,ELD,40000600,MassHealth - Senior Care Plans,Budgetary,General Fund,0010,RR,Medicaid,R10,,40982.33 diff --git a/final_project/crack_sentencing/APPLICATION-OF-RETROACTIVE-CRACK-COCAINE-AMENDMENT-BY-CIRCUIT.csv b/final_project/crack_sentencing/APPLICATION-OF-RETROACTIVE-CRACK-COCAINE-AMENDMENT-BY-CIRCUIT.csv deleted file mode 100644 index b347397..0000000 --- a/final_project/crack_sentencing/APPLICATION-OF-RETROACTIVE-CRACK-COCAINE-AMENDMENT-BY-CIRCUIT.csv +++ /dev/null @@ -1,14 +0,0 @@ -Circuit, N, Granted, Denied -TOTAL,12551,7496,5055 -FOURTH CIRCUIT,3732,2115,1617 -ELEVENTH CIRCUIT,1772,925,847 -FIFTH CIRCUIT,1648,1072,576 -EIGHTH CIRCUIT,1330,657,673 -SIXTH CIRCUIT,1149,681,468 -SEVENTH CIRCUIT,877,615,262 -FIRST CIRCUIT,549,291,258 -THIRD CIRCUIT,479,347,132 -SECOND CIRCUIT,393,289,104 -TENTH CIRCUIT,354,260,94 -NINTH CIRCUIT,192,175,17 -D.C. CIRCUIT,76,69,7 diff --git a/final_project/crack_sentencing/APPLICATION-OF-RETROACTIVE-CRACK-COCAINE-AMENDMENT-BY-DISTRICT.csv b/final_project/crack_sentencing/APPLICATION-OF-RETROACTIVE-CRACK-COCAINE-AMENDMENT-BY-DISTRICT.csv deleted file mode 100644 index f4809f2..0000000 --- a/final_project/crack_sentencing/APPLICATION-OF-RETROACTIVE-CRACK-COCAINE-AMENDMENT-BY-DISTRICT.csv +++ /dev/null @@ -1,88 +0,0 @@ -district, total, granted, percentage_granted, denied, percentage_denied -Eastern Virginia,873,592,67.8,281,32.2 -Northern Indiana,101,99,98,2,2 -Western North Carolina,675,220,32.6,455,67.4 -New Jersey,100,58,58,42,42 -Western Virginia,480,251,52.3,229,47.7 -Eastern Arkansas,100,61,61,39,39 -South Carolina,419,267,63.7,152,36.3 -Eastern Louisiana,96,96,100,0,0 -Southern Georgia,413,130,31.5,283,68.5 -Western Pennsylvania,94,53,56.4,41,43.6 -Western Texas,401,270,67.3,131,32.7 -Western Missouri,92,91,98.9,1,1.1 -Eastern North Carolina,399,175,43.9,224,56.1 -Western Wisconsin,85,85,100,0,0 -Middle North Carolina,346,127,36.7,219,63.3 -Eastern Pennsylvania,84,82,97.6,2,2.4 -Puerto Rico,345,188,54.5,157,45.5 -Western Tennessee,83,80,96.4,3,3.6 -Northern Florida,328,104,31.7,224,68.3 -Northern New York,83,81,97.6,2,2.4 -Southern Alabama,317,156,49.2,161,50.8 -Northern Mississippi,81,67,82.7,14,17.3 -Northern Iowa,287,80,27.9,207,72.1 -Massachusetts,80,44,55,36,45 -Eastern Missouri,272,153,56.3,119,43.8 -District of Columbia,76,69,90.8,7,9.2 -Western Louisiana,265,103,38.9,162,61.1 -Middle Alabama,66,66,100,0,0 -Eastern Texas,244,196,80.3,48,19.7 -Eastern Wisconsin,58,58,100,0,0 -Northern West Virginia,241,240,99.6,1,0.4 -Eastern Kentucky,58,24,41.4,34,58.6 -Middle Florida,236,230,97.5,6,2.5 -Maine,54,19,35.2,35,64.8 -Western Kentucky,223,62,27.8,161,72.2 -Southern New York,51,32,62.7,19,37.3 -Western Michigan,212,79,37.3,133,62.7 -Colorado,48,40,83.3,8,16.7 -Southern Iowa,207,59,28.5,148,71.5 -Connecticut,46,46,100,0,0 -Central Illinois,197,84,42.6,113,57.4 -Western Arkansas,45,18,40,27,60 -Northern Texas,194,114,58.8,80,41.2 -New Hampshire,45,15,33.3,30,66.7 -Middle Pennsylvania,192,145,75.5,47,24.5 -Central California,44,33,75,11,25 -Southern Illinois,171,108,63.2,63,36.8 -Northern Oklahoma,42,28,66.7,14,33.3 -Maryland,170,139,81.8,31,18.2 -Northern California,39,37,94.9,2,5.1 -Nebraska,166,114,68.7,52,31.3 -Northern Georgia,33,32,97,1,3 -Minnesota,153,73,47.7,80,52.3 -Alaska,32,32,100,0,0 -Eastern Tennessee,149,106,71.1,43,28.9 -Middle Tennessee,27,27,100,0,0 -Southern Ohio,149,113,75.8,36,24.2 -Eastern California,26,26,100,0,0 -Northern Alabama,142,21,14.8,121,85.2 -Western Washington,26,26,100,0,0 -Southern Texas,142,81,57,61,43 -Rhode Island,25,25,100,0,0 -Northern Ohio,140,91,65,49,35 -New Mexico,14,12,85.7,2,14.3 -Northern Illinois,136,134,98.5,2,1.5 -Eastern Oklahoma,13,13,100,0,0 -Southern West Virginia,129,104,80.6,25,19.4 -Delaware,9,9,100,0,0 -Southern Indiana,129,47,36.4,82,63.6 -South Dakota,8,8,100,0,0 -Southern Florida,126,75,59.5,51,40.5 -Nevada,8,8,100,0,0 -Middle Louisiana,121,41,33.9,80,66.1 -Utah,7,7,100,0,0 -Western Oklahoma,118,48,40.7,70,59.3 -Wyoming,6,6,100,0,0 -Middle Georgia,111,111,100,0,0 -Oregon,6,6,100,0,0 -Eastern Michigan,108,99,91.7,9,8.3 -Vermont,5,5,100,0,0 -Kansas,106,106,100,0,0 -Eastern Washington,5,3,60,2,40 -Eastern New York,105,34,32.4,71,67.6 -Southern California,4,4,100,0,0 -Southern Mississippi,104,104,100,0,0 -Hawaii,2,0,0,2,100 -Western New York,103,91,88.3,12,11.7 diff --git a/final_project/crack_sentencing/APPLICATION-OF-RETROACTIVE-CRACK-COCAINE-AMENDMENT-BY-YEAR-OF-ORIGINAL-SENTENCE.csv b/final_project/crack_sentencing/APPLICATION-OF-RETROACTIVE-CRACK-COCAINE-AMENDMENT-BY-YEAR-OF-ORIGINAL-SENTENCE.csv deleted file mode 100644 index ff55ad1..0000000 --- a/final_project/crack_sentencing/APPLICATION-OF-RETROACTIVE-CRACK-COCAINE-AMENDMENT-BY-YEAR-OF-ORIGINAL-SENTENCE.csv +++ /dev/null @@ -1,27 +0,0 @@ -Fiscal Year,Total,Granted,Denied -Total,12489,7460,5029 -1989,4,3,1 -1990,17,11,6 -1991,27,15,12 -1992,67,35,32 -1993,102,58,44 -1994,141,76,65 -1995,156,83,73 -1996,178,97,81 -1997,206,112,94 -1998,216,127,89 -1999,259,152,107 -2000,280,137,143 -2001,329,197,132 -2002,395,200,195 -2003,591,328,263 -2004,639,366,273 -2005,864,515,349 -2006,1097,671,426 -2007,1368,861,507 -2008,1723,1168,555 -2009,1808,1151,657 -2010,1417,888,529 -2011,554,200,354 -2012,46,9,37 -2013,5,0,5 diff --git a/final_project/crack_sentencing/readme.md b/final_project/crack_sentencing/readme.md deleted file mode 100644 index 8d91855..0000000 --- a/final_project/crack_sentencing/readme.md +++ /dev/null @@ -1,27 +0,0 @@ -# Crack Offenders in the Federal Prison System - -######### - -*This project will be done in conjunction with the [Brennan Center For Justice at NYU] (http://www.brennancenter.org/)* - -## Background - -In 1986, Congress enacted legislation that created a disparate sentencing structure for offenders convicted of crimes related to powder cocaine versus crack cocaine, even though the two substances of scientifically identical. - -The structure created mandatory minimum penalties triggered based upon the weight of the drug. The disparity between the weights was 100:1, meaning that it took 100 times more powder cocaine to receive a mandatory minimum sentence. For example, if you trafficked 5 grams of crack cocaine you received a mandatory five-year sentence, and if you trafficked 500 grams of powder cocaine you received a mandatory five-year sentence. - -In 1988, Congress created a mandatory five-year sentence for offenders in possession of crack cocaine, whereas possession of powder cocaine carried a maximum of one-year sentence. - -The result was disproportionately long sentences for (mostly black) crack offenders who possessed or trafficked less drugs. - -In 2010, Congress passed the Fair Sentencing Act (FSA) to reduce the weight ratio from 100:1 to 18:1 for crack versus powder cocaine weights triggering the mandatory penalties. - -This statute has not been applied to offenders already sentenced before the day the FSA was enacted (August 3, 2010). Defendants continue to appeal to the courts for retroactive application of the FSA. Nevertheless, *literally thousands* of crack offenders continue to serve sentences under the old sentencing structure, even though Congress made amendments to make the sentence structure more just. - -## Assignment - -The Brennan Center is interested in a data visualization product that illustrates the thousands of prisoners continuing to serve sentences for crack offenses under the pre-FSA structure. - -Your data will come from two primary sources: the United States Sentencing Commission’s data and reports on the retroactive application of the Fair Sentencing Act ([here](http://www.ussc.gov/Research/Retroactivity_Analyses/Fair_Sentencing_Act/20110128_Crack_Retroactivity_Analysis.pdf) and [here](hhttp://www.ussc.gov/Research_and_Statistics/Federal_Sentencing_Statistics/FSA_Amendment/2014-01_USSC_Prelim_Crack_Retro_Data_Report_FSA.pdf) and the Bureau of Justice Statistics’ annual reports on the Prisoners in the United States (e.g., [here](http://www.bjs.gov/content/pub/pdf/p12ac.pdf) for 2012 version, but these are available as part of the [Prisoner Series](http://www.bjs.gov/index.cfm?ty=pbse&sid=40) going back to 1980). - -We have pulled some initial data sets from these sourcecs above to get you started. \ No newline at end of file diff --git a/final_project/heatmap.js b/final_project/heatmap.js new file mode 100644 index 0000000..401c878 --- /dev/null +++ b/final_project/heatmap.js @@ -0,0 +1,9 @@ +/* + * heatmap.js v2.0.0 | JavaScript Heatmap Library + * + * Copyright 2008-2014 Patrick Wied - All rights reserved. + * Dual licensed under MIT and Beerware license + * + * :: 2014-10-31 21:16 + */ +(function(a,b,c){if(typeof module!=="undefined"&&module.exports){module.exports=c()}else if(typeof define==="function"&&define.amd){define(c)}else{b[a]=c()}})("h337",this,function(){var a={defaultRadius:40,defaultRenderer:"canvas2d",defaultGradient:{.25:"rgb(0,0,255)",.55:"rgb(0,255,0)",.85:"yellow",1:"rgb(255,0,0)"},defaultMaxOpacity:1,defaultMinOpacity:0,defaultBlur:.85,defaultXField:"x",defaultYField:"y",defaultValueField:"value",plugins:{}};var b=function h(){var b=function d(a){this._coordinator={};this._data=[];this._radi=[];this._min=0;this._max=1;this._xField=a["xField"]||a.defaultXField;this._yField=a["yField"]||a.defaultYField;this._valueField=a["valueField"]||a.defaultValueField;if(a["radius"]){this._cfgRadius=a["radius"]}};var c=a.defaultRadius;b.prototype={_organiseData:function(a,b){var d=a[this._xField];var e=a[this._yField];var f=this._radi;var g=this._data;var h=this._max;var i=this._min;var j=a[this._valueField]||1;var k=a.radius||this._cfgRadius||c;if(!g[d]){g[d]=[];f[d]=[]}if(!g[d][e]){g[d][e]=j;f[d][e]=k}else{g[d][e]+=j}if(g[d][e]>h){if(!b){this._max=g[d][e]}else{this.setDataMax(g[d][e])}return false}else{return{x:d,y:e,value:j,radius:k,min:i,max:h}}},_unOrganizeData:function(){var a=[];var b=this._data;var c=this._radi;for(var d in b){for(var e in b[d]){a.push({x:d,y:e,radius:c[d][e],value:b[d][e]})}}return{min:this._min,max:this._max,data:a}},_onExtremaChange:function(){this._coordinator.emit("extremachange",{min:this._min,max:this._max})},addData:function(){if(arguments[0].length>0){var a=arguments[0];var b=a.length;while(b--){this.addData.call(this,a[b])}}else{var c=this._organiseData(arguments[0],true);if(c){this._coordinator.emit("renderpartial",{min:this._min,max:this._max,data:[c]})}}return this},setData:function(a){var b=a.data;var c=b.length;this._data=[];this._radi=[];for(var d=0;dthis._renderBoundaries[2]){this._renderBoundaries[2]=l+2*j}if(m+2*j>this._renderBoundaries[3]){this._renderBoundaries[3]=m+2*j}}},_colorize:function(){var a=this._renderBoundaries[0];var b=this._renderBoundaries[1];var c=this._renderBoundaries[2]-a;var d=this._renderBoundaries[3]-b;var e=this._width;var f=this._height;var g=this._opacity;var h=this._maxOpacity;var i=this._minOpacity;var j=this._useGradientOpacity;if(a<0){a=0}if(b<0){b=0}if(a+c>e){c=e-a}if(b+d>f){d=f-b}var k=this.shadowCtx.getImageData(a,b,c,d);var l=k.data;var m=l.length;var n=this._palette;for(var o=3;o0){r=g}else{if(p>0;return b},getDataURL:function(){return this.canvas.toDataURL()}};return d}();var d=function j(){var b=false;if(a["defaultRenderer"]==="canvas2d"){b=c}return b}();var e={merge:function(){var a={};var b=arguments.length;for(var c=0;c 0) { + var len = pointOrArray.length; + while(len--) { + this.addData(pointOrArray[len]); + } + } else { + var latField = this.cfg.latField || 'lat'; + var lngField = this.cfg.lngField || 'lng'; + var valueField = this.cfg.valueField || 'value'; + var entry = pointOrArray; + var latlng = new L.LatLng(entry[latField], entry[lngField]); + var dataObj = { latlng: latlng }; + + dataObj[valueField] = entry[valueField]; + this._max = Math.max(this._max, dataObj[valueField]); + this._min = Math.min(this._min, dataObj[valueField]); + + if (entry.radius) { + dataObj.radius = entry.radius; + } + this._data.push(dataObj); + this._draw(); + } + }, + _resetOrigin: function () { + this._origin = this._map.layerPointToLatLng(new L.Point(0, 0)); + this._draw(); + } +}); + +HeatmapOverlay.CSS_TRANSFORM = (function() { + var div = document.createElement('div'); + var props = [ + 'transform', + 'WebkitTransform', + 'MozTransform', + 'OTransform', + 'msTransform' + ]; + + for (var i = 0; i < props.length; i++) { + var prop = props[i]; + if (div.style[prop] !== undefined) { + return prop; + } + } + + return props[0]; +})(); \ No newline at end of file diff --git a/final_project/proof-of-concept.html b/final_project/proof-of-concept.html new file mode 100644 index 0000000..c7692cc --- /dev/null +++ b/final_project/proof-of-concept.html @@ -0,0 +1,543 @@ + + +Denver Crime Map + + + + + + + + + + + + + + Denver Crime Map + + + +
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+ diff --git a/final_project/trade_development/readme.md b/final_project/trade_development/readme.md deleted file mode 100644 index dfd5a57..0000000 --- a/final_project/trade_development/readme.md +++ /dev/null @@ -1,23 +0,0 @@ -### Note - updated 4/1/2014 - -# US Trade Development - -######### - -*This project will be done in conjunction with the [US Trade and Development Agency](http://www.ustda.gov/pubs/index.asp)* - -## Background - -The US Trade and Development Agency (USTDA) is an independent U.S. Government foreign assistance agency that is funded by the U.S. Congress. - -The USTDA's mission is to help companies create U.S. jobs through the export of U.S. goods and services for priority development projects in emerging economies. USTDA links U.S. businesses to export opportunities by funding project planning activities, pilot projects, and reverse trade missions while creating sustainable infrastructure and economic growth in partner countries. - -The USTDA is interested in showing how the projects it has funded have changed over the last decade, both by region and by topic. - -## Assignment - -The USTDA is interested in a visualization that shows how the projects it has funded have changed over the last decade, both by region and my topic. - -The USTDA has shared data with us, however we have not received permission to share the raw data yet. As a result, you will be able to obtain the data on our blackboard site. - -In particular, you will be comparing the efficacy of USTDA projects (in terms of exports generated) by country and industry, and compare that information to data about each country's institutions (their corruption rating, industry breakdown, GDP growth, etc). This will require you to find additional data from sources like the [World Bank](http://data.worldbank.org/indicator/NY.GDP.MKTP.KD.ZG) or [Transparency International](http://www.transparency.org/research/cpi/overview). diff --git a/final_project/trade_development/ustda_annualreport_2013.pdf b/final_project/trade_development/ustda_annualreport_2013.pdf deleted file mode 100644 index 2503368..0000000 Binary files a/final_project/trade_development/ustda_annualreport_2013.pdf and /dev/null differ diff --git a/lecture1/Figure1.png b/lecture1/Figure1.png new file mode 100644 index 0000000..91b88f5 Binary files /dev/null and b/lecture1/Figure1.png differ diff --git a/lecture1/Figure2.png b/lecture1/Figure2.png new file mode 100644 index 0000000..06b201b Binary files /dev/null and b/lecture1/Figure2.png differ diff --git a/lecture1/Figure3.png b/lecture1/Figure3.png new file mode 100644 index 0000000..c2af73f Binary files /dev/null and b/lecture1/Figure3.png differ diff --git a/lecture1/IS608Assignment1.R b/lecture1/IS608Assignment1.R new file mode 100644 index 0000000..66484f3 --- /dev/null +++ b/lecture1/IS608Assignment1.R @@ -0,0 +1,78 @@ +# IS608 Assignment 1 +# Paul Garaud + +require(dplyr) +require(ggplot2) +require(gridExtra) +require(stringr) + +# import data +data.loc <- choose.files(paste(getwd(), '/lecture1/data/inc5000_data.csv', sep='')) +df <- tbl_df(read.csv(data.loc, header=TRUE)) + +# check data +str(df) + +#### 1. Distribution of companies by state #### +# sorted alphabetically +comp.by.state <- df %>% count(State) %>% transform(State=reorder(State, desc(State))) + +# sorted by count (desc) +comp.by.state.o <- comp.by.state %>% transform(State=reorder(State, n)) %>% arrange(State) + +plot1 <- ggplot() + geom_bar(stat='identity', data=comp.by.state, aes(State, n)) + + coord_flip() + labs(title='Sorted Alphabetically', y='Number of Companies') +plot2 <- ggplot() + geom_bar(stat='identity', data=comp.by.state.o, aes(State, n)) + + coord_flip() + labs(title='Sorted By Count', y='Number of Companies') + +# plot both sort orders together +grid.arrange(plot1, plot2, ncol=2) + +#### 2. 3rd most state: avg employment by industry #### +# Complete cases for NY (ie, state with 3rd most companies) +df.comp <- tbl_df(df[df$State == 'NY' & complete.cases(df),]) + +# identify outliers + +# visual inspection to identify outliers +ggplot(data=df.comp, aes(Industry, Employees)) + geom_boxplot() + + coord_flip() + +# exclude outliers +no.outliers <- df.comp %>% group_by(Industry) %>% + mutate(q25=quantile(Employees)[2], q75=quantile(Employees)[4], + iqr=q75-q25, lbound=q25-1.5*iqr, hbound=q75+1.5*iqr) %>% + subset(Employees > lbound & Employees < hbound) + +emp.by.ind <- no.outliers %>% group_by(Industry) %>% + summarize('Mean.Employees'=mean(Employees), Count=n(), + Std.Dev=sd(Employees)) %>% + transform(Industry=reorder(Industry, desc(Industry))) + +# repeat plot without outlier +ggplot(data=emp.by.ind, aes(Industry, Mean.Employees)) + geom_bar(stat='identity') + + geom_pointrange(aes(ymin=Mean.Employees - Std.Dev, + ymax=Mean.Employees + Std.Dev, color='red'), position='dodge') + + coord_flip() + scale_colour_discrete(name='', breaks=c('red'), labels=c('Std Dev')) + + ylab('Mean number of employees') + +# sense check: Biz products & Services +# df1 <- df.comp[df.comp$Industry == 'Business Products & Services', ] +# df2 <- no.outliers[no.outliers$Industry == 'Business Products & Services', ] +# ggplot() + geom_histogram(data=df2, aes(Employees)) + facet_grid(Industry ~ .) +# ggplot() + geom_histogram(data=df1, aes(Employees)) + facet_grid(Industry ~ .) + + +#### 3. Industries that generate the most revenue per employee #### +df.rev.by.emp <- df[complete.cases(df), ] %>% + mutate(rev.emp=Revenue / Employees) %>% + group_by(Industry) %>% + summarize(Revenue=sum(Revenue) / sum(Employees), Num=n(), + Min=min(rev.emp), Max=max(rev.emp), + Dispersion=(Max - Min) / Revenue) %>% + transform(Industry=reorder(Industry, Revenue)) + +ggplot(df.rev.by.emp, aes(Industry, Revenue, fill=Dispersion)) + + geom_bar(stat='identity', width=.8) + ylab('Revenue Per Employee (RPE)') + + scale_fill_continuous(name='Dispersion\n(Max RPE - Min RPE) / RPE') + + coord_flip() diff --git a/lecture1/lecture1.r b/lecture1/lecture1hw.r similarity index 100% rename from lecture1/lecture1.r rename to lecture1/lecture1hw.r diff --git a/lecture2/.gitignore b/lecture2/.gitignore new file mode 100644 index 0000000..dc528e5 --- /dev/null +++ b/lecture2/.gitignore @@ -0,0 +1 @@ +.Rhistory diff --git a/lecture2/L2_Figure0.png b/lecture2/L2_Figure0.png new file mode 100644 index 0000000..f3543dd Binary files /dev/null and b/lecture2/L2_Figure0.png differ diff --git a/lecture2/L2_Figure1_1.png b/lecture2/L2_Figure1_1.png new file mode 100644 index 0000000..74530eb Binary files /dev/null and b/lecture2/L2_Figure1_1.png differ diff --git a/lecture2/L2_Figure1_2.png b/lecture2/L2_Figure1_2.png new file mode 100644 index 0000000..ebd2d77 Binary files /dev/null and b/lecture2/L2_Figure1_2.png differ diff --git a/lecture2/L2_Figure2.png b/lecture2/L2_Figure2.png new file mode 100644 index 0000000..c899499 Binary files /dev/null and b/lecture2/L2_Figure2.png differ diff --git a/lecture2/L2_Figure3_1.png b/lecture2/L2_Figure3_1.png new file mode 100644 index 0000000..7208221 Binary files /dev/null and b/lecture2/L2_Figure3_1.png differ diff --git a/lecture2/L2_Figure3_2.png b/lecture2/L2_Figure3_2.png new file mode 100644 index 0000000..1007526 Binary files /dev/null and b/lecture2/L2_Figure3_2.png differ diff --git a/lecture2/lecture2hw.r b/lecture2/lecture2hw.r new file mode 100644 index 0000000..2797311 --- /dev/null +++ b/lecture2/lecture2hw.r @@ -0,0 +1,109 @@ +# IS608 HW 2 +# Paul Garaud + +require(ggplot2) +require(scales) +require(bigvis) + + +#### Preliminaries #### + +# Read in data, assign subsets, and remove large data from memory +data <- read.csv(choose.files(), header = TRUE) +post1850 <- data[data$YearBuilt >= 1850,] +rm(data) + +# value outliers in 1933 (Figure0) +max.val.by.yr <- post1850 %>% group_by(YearBuilt) %>% + summarize(maxVal=max(AssessTot)) +ggplot(max.val.by.yr, aes(x=YearBuilt, y=maxVal)) + geom_line() +rm(max.val.by.yr) + +# remove outliers +post1850 <- post1850[post1850$AssessTot < 2e9, ] + +# define data to be used below +built <- post1850$YearBuilt +floors <- with(post1850, condense(bin(YearBuilt, 5), bin(NumFloors, 5))) +ww2 <- subset(post1850,YearBuilt >= 1930 & YearBuilt <= 1955 & NumFloors != 0 & + AssessTot > 0) + +# assessed value per floor +val.by.flr <- with(ww2[, 2:4], condense(bin(YearBuilt, 1), + bin(log(AssessTot / NumFloors), 1))) +mean.val <- with(ww2, condense(bin(YearBuilt, 1), z=log(AssessTot / NumFloors))) + +# assessed value per floor * lot size +ww2 <- subset(ww2, LotArea > 0) +val.by.flot <- with( + ww2, + condense(bin(YearBuilt, 1), + bin(log(AssessTot / (NumFloors * LotArea)), 0.75) + ) +) +mean.flot <- with(ww2, condense(bin(YearBuilt, 1), + z=log(AssessTot / (NumFloors * LotArea)))) + +rm(post1850) +rm(ww2) + + +#### 1. Graph of when buildings were constructed #### + +built_c <- condense(bin(built, 5)) +built_s <- smooth(built_c, 20) +# Figure 1.1 +autoplot(built_s) + scale_x_continuous(breaks=seq(1850, 2020, 10)) + + labs(title='NYC Buildings by Year Built', x='Year', y='Number of buildings') + +# The data 1920-40 seems a bit suspect, with double or triple the level of +# construction as compared to before and after. + +# This is also visible from a cumulative distribution plot +# Note how the slope changes from trend over the above period +# Figure 1.2 +ggplot(built_c, aes(x=built, y=cumsum(.count / sum(.count)))) + + geom_area(alpha=.5) + + labs(title='Cumulative plot of building built date', x='Year', + y='Buildings built before year') + + scale_x_continuous(breaks=(seq(1850, 2020, 10))) + + scale_y_continuous(labels=percent_format()) # <-- requires scales library + +# Also, it seems unlikely that there was no construction whatsoever 1850-90 + + +#### 2. Graph of buildings of a certain # of floors built by year #### +# Figure 2 +floors['.count'] <- log(floors['.count']) # convert count to log scale +ggplot(floors, aes(x=YearBuilt, y=NumFloors, fill=.count)) + + geom_raster() + + labs(title='Buildings by floors built over time', + x='Year', y='Number of buildings', fill='Log # of buildings') + + theme_classic() + scale_fill_gradient(low='darkslategray', high='white') + + scale_x_continuous(breaks=(seq(1850, 2020, 10))) + + +#### 3. Graph assessed value by floor for around WW2 #### +names(val.by.flr)[2] <- 'Val' +# Figure 3.1 +ggplot(val.by.flr, aes(x=YearBuilt, y=Val, fill=.count)) + geom_raster() + + scale_fill_continuous(trans='log') + + labs(title='Mean and distribution of log assessed value per floor (1930-1955)', + x='Year built', y='Log of assessed value per floor', + fill='Number of buildings') + + geom_line(data=mean.val, aes(x=YearBuilt, y=.mean), color='red') + + geom_point(data=mean.val, aes(x=YearBuilt, y=.mean), color='red') + +# Appears that hypothesis is plausible--there is a slight dip in mean value +# per floor. What about when we divide by lot size as well? +# Figure 3.2 +names(val.by.flot)[2] <- 'Val' +ggplot(val.by.flot, aes(x=YearBuilt, y=Val, fill=.count)) + geom_raster() + + scale_fill_continuous(trans='log') + + labs(title='Mean and distribution of log assessed value per floor (1930-1955)', + x='Year built', y='Log of assessed value per floor', + fill='Number of buildings') + + geom_line(data=mean.flot, aes(x=YearBuilt, y=.mean), color='red') + + geom_point(data=mean.flot, aes(x=YearBuilt, y=.mean), color='red') + +# Even adjusting for lot size, the hypothesis seems to hold \ No newline at end of file diff --git a/lecture3/HW3P1/server.R b/lecture3/HW3P1/server.R new file mode 100644 index 0000000..4d5e571 --- /dev/null +++ b/lecture3/HW3P1/server.R @@ -0,0 +1,34 @@ +require(shiny) +require(ggplot2) + + +data <- read.csv('data/cleaned-cdc-mortality-1999-2010.csv', header = TRUE) +data <- data[data$Year == 2010,] + +shinyServer( + function(input, output) { + + dataSubset <- reactive({ + df <- subset(data, data$ICD.Chapter == input$disease) + df$State <- reorder(df$State, 1 / df$Crude.Rate) +# df <- df[order(df$Crude.Rate, decreasing = TRUE), ] + df + }) + + output$plot <- renderPlot({ + + ggplot(dataSubset(), aes(x = State, y = Crude.Rate)) + + geom_bar(stat = 'identity', fill = 'navy') + + geom_text(aes(x = State, y = 0, ymax = Crude.Rate, + label=State, hjust = 1, vjust = 0.25), + position = position_dodge(width=1), + color = 'white', + angle = 270, + size = 4) + + scale_x_discrete(breaks = NULL) + + theme(panel.background = element_rect(fill = 'darkgray')) + + }) + + } +) \ No newline at end of file diff --git a/lecture3/HW3P1/ui.R b/lecture3/HW3P1/ui.R new file mode 100644 index 0000000..c97f5a4 --- /dev/null +++ b/lecture3/HW3P1/ui.R @@ -0,0 +1,40 @@ +shinyUI( + fluidPage( + titlePanel('Crude rate of disease by state'), + + sidebarLayout( + + sidebarPanel( + selectInput( + 'disease', + label = 'Please select the disease for which you would like to see state rankings:', + choices = c('Certain infectious and parasitic diseases', + 'Neoplasms', + 'Diseases of the blood and blood-forming organs and certain disorders involving the immune mechanism', + 'Endocrine, nutritional and metabolic diseases', + 'Mental and behavioural disorders', + 'Diseases of the nervous system', + 'Diseases of the ear and mastoid process', + 'Diseases of the circulatory system', + 'Diseases of the respiratory system', + 'Diseases of the digestive system', + 'Diseases of the skin and subcutaneous tissue', + 'Diseases of the musculoskeletal system and connective tissue', + 'Diseases of the genitourinary system', + 'Pregnancy, childbirth and the puerperium', + 'Certain conditions originating in the perinatal period', + 'Congenital malformations, deformations and chromosomal abnormalities', + 'Symptoms, signs and abnormal clinical and laboratory findings, not elsewhere classified', + 'External causes of morbidity and mortality'), + selected = 'Neoplasms' + + ) + ), + + mainPanel( + plotOutput('plot') + ) + ) + + ) +) \ No newline at end of file diff --git a/lecture3/HW3P2/server.R b/lecture3/HW3P2/server.R new file mode 100644 index 0000000..963c34c --- /dev/null +++ b/lecture3/HW3P2/server.R @@ -0,0 +1,43 @@ +require(shiny) +require(ggplot2) +require(dplyr) + + +data <- read.csv('data/cleaned-cdc-mortality-1999-2010.csv', header = TRUE) +natl <- data[, c(3, 5, 7, 9, 10)] %>% group_by(ICD.Chapter, Year) %>% + summarize(Rate = 1e5 * sum(Deaths) / sum(Population)) + +shinyServer( + function(input, output) { + + dataSubset1 <- reactive({ + subset(data, data$State %in% input$states) + }) + + dataSubset2 <- reactive({ + df <- dataSubset1() + subset(df, df$ICD.Chapter == input$disease) + }) + + dataNatl <- reactive({ + subset(natl, natl$ICD.Chapter == input$disease) + }) + + inputStates <- reactive({ + input$states + }) + + output$plot <- renderPlot({ + + out <- dataSubset2() + + ggplot(out, aes(x = Year, y = Crude.Rate, color = State)) + + geom_smooth(data = dataNatl(), aes(x = Year, y = Rate, color='0'), + linetype = 2, size = 1.5, method = 'loess', fill=NA) + + geom_smooth(size = 0.75, method = 'loess', fill=NA) + + scale_color_discrete(labels = c('National', inputStates())) + + theme_bw() + }) + + } +) \ No newline at end of file diff --git a/lecture3/HW3P2/ui.R b/lecture3/HW3P2/ui.R new file mode 100644 index 0000000..ca5bd43 --- /dev/null +++ b/lecture3/HW3P2/ui.R @@ -0,0 +1,100 @@ +shinyUI( + fluidPage( + titlePanel('Rate of change in disease incidence vs national rate'), + + sidebarLayout( + + sidebarPanel( + + selectInput( + 'disease', + label = 'Please select the disease for which you would like to see state rankings:', + choices = c('Certain infectious and parasitic diseases', + 'Neoplasms', + 'Diseases of the blood and blood-forming organs and certain disorders involving the immune mechanism', + 'Endocrine, nutritional and metabolic diseases', + 'Mental and behavioural disorders', + 'Diseases of the nervous system', + 'Diseases of the ear and mastoid process', + 'Diseases of the circulatory system', + 'Diseases of the respiratory system', + 'Diseases of the digestive system', + 'Diseases of the skin and subcutaneous tissue', + 'Diseases of the musculoskeletal system and connective tissue', + 'Diseases of the genitourinary system', + 'Pregnancy, childbirth and the puerperium', + 'Certain conditions originating in the perinatal period', + 'Congenital malformations, deformations and chromosomal abnormalities', + 'Symptoms, signs and abnormal clinical and laboratory findings, not elsewhere classified', + 'External causes of morbidity and mortality'), + selected = 'Neoplasms' + + ), + + checkboxGroupInput( + 'states', + label = 'Please choose which states to include in the graphic:', + choices = c('Alabama', + 'Alaska', + 'Arizona', + 'Arkansas', + 'California', + 'Colorado', + 'Connecticut', + 'Delaware', + 'District of Columbia', + 'Florida', + 'Georgia', + 'Hawaii', + 'Idaho', + 'Illinois', + 'Indiana', + 'Iowa', + 'Kansas', + 'Kentucky', + 'Louisiana', + 'Maine', + 'Maryland', + 'Massachusetts', + 'Michigan', + 'Minnesota', + 'Mississippi', + 'Missouri', + 'Montana', + 'Nebraska', + 'Nevada', + 'New Hampshire', + 'New Jersey', + 'New Mexico', + 'New York', + 'North Carolina', + 'North Dakota', + 'Ohio', + 'Oklahoma', + 'Oregon', + 'Pennsylvania', + 'Rhode Island', + 'South Carolina', + 'South Dakota', + 'Tennessee', + 'Texas', + 'Utah', + 'Vermont', + 'Virginia', + 'Washington', + 'West Virginia', + 'Wisconsin', + 'Wyoming' + ), + selected = 'Alabama' + ) + ), + + + mainPanel( + plotOutput('plot') + ) + ) + + ) +) \ No newline at end of file diff --git a/lecture4/IS608_HW4.ipynb b/lecture4/IS608_HW4.ipynb new file mode 100644 index 0000000..b0c3a98 --- /dev/null +++ b/lecture4/IS608_HW4.ipynb @@ -0,0 +1,1448 @@ +{ + "metadata": { + "name": "", + "signature": "sha256:2caa9d1c4769d83057e61f8a5fa86b9da19be8a407aaa57b3488443f169ec549" + }, + "nbformat": 3, + "nbformat_minor": 0, + "worksheets": [ + { + "cells": [ + { + "cell_type": "code", + "collapsed": false, + "input": [ + "import pandas as pd" + ], + "language": "python", + "metadata": {}, + "outputs": [], + "prompt_number": 1 + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First we load the data" + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "river_entero = pd.read_csv('data/riverkeeper_data_2013.csv')" + ], + "language": "python", + "metadata": {}, + "outputs": [], + "prompt_number": 2 + }, + { + "cell_type": "code", + "collapsed": true, + "input": [ + "river_entero[10:20]" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "html": [ + "
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SiteDateEnteroCountFourDayRainTotalSampleCount
10 Hudson above Mohawk River 6/16/2012 10 0.2 35
11 Hudson above Mohawk River 5/20/2012 11 0.0 35
12 Hudson above Mohawk River 6/24/2013 30 1.4 35
13 Hudson above Mohawk River 9/19/2011 11 0.1 35
14 Hudson above Mohawk River 8/21/2011 231 0.4 35
15 Hudson above Mohawk River 7/14/2011 11 0.3 35
16 Hudson above Mohawk River 7/2/2011 11 2.1 35
17 Hudson above Mohawk River 5/19/2011 91 1.6 35
18 Hudson above Mohawk River 10/16/2010 >2420 1.3 35
19 Hudson above Mohawk River 9/14/2010 15 0.0 35
\n", + "
" + ], + "metadata": {}, + "output_type": "pyout", + "prompt_number": 3, + "text": [ + " Site Date EnteroCount FourDayRainTotal \\\n", + "10 Hudson above Mohawk River 6/16/2012 10 0.2 \n", + "11 Hudson above Mohawk River 5/20/2012 11 0.0 \n", + "12 Hudson above Mohawk River 6/24/2013 30 1.4 \n", + "13 Hudson above Mohawk River 9/19/2011 11 0.1 \n", + "14 Hudson above Mohawk River 8/21/2011 231 0.4 \n", + "15 Hudson above Mohawk River 7/14/2011 11 0.3 \n", + "16 Hudson above Mohawk River 7/2/2011 11 2.1 \n", + "17 Hudson above Mohawk River 5/19/2011 91 1.6 \n", + "18 Hudson above Mohawk River 10/16/2010 >2420 1.3 \n", + "19 Hudson above Mohawk River 9/14/2010 15 0.0 \n", + "\n", + " SampleCount \n", + "10 35 \n", + "11 35 \n", + "12 35 \n", + "13 35 \n", + "14 35 \n", + "15 35 \n", + "16 35 \n", + "17 35 \n", + "18 35 \n", + "19 35 " + ] + } + ], + "prompt_number": 3 + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "river_entero.dtypes" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "metadata": {}, + "output_type": "pyout", + "prompt_number": 4, + "text": [ + "Site object\n", + "Date object\n", + "EnteroCount object\n", + "FourDayRainTotal float64\n", + "SampleCount int64\n", + "dtype: object" + ] + } + ], + "prompt_number": 4 + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We need to convert Date and EnteroCount into datetime and float, respectively." + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "river_entero['Date'] = pd.to_datetime(river_entero['Date'])" + ], + "language": "python", + "metadata": {}, + "outputs": [], + "prompt_number": 5 + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's take a look at which values are 'non-numeric' before conversion." + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "# create dataframe indexed on datetime to compare pre- and post-conversion\n", + "river_entero.sort('Date', inplace=True)\n", + "ent_ct = river_entero[['Date', 'EnteroCount']].set_index(river_entero['Date'])['EnteroCount']\n", + "converted = ent_ct.convert_objects(convert_numeric=True)\n", + "\n", + "combined = pd.DataFrame(data={'raw': ent_ct, 'converted': converted})" + ], + "language": "python", + "metadata": {}, + "outputs": [], + "prompt_number": 6 + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If we just drop NaN, we lose ~20% of our sample:" + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "float(converted.count()) / river_entero.shape[0]" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "metadata": {}, + "output_type": "pyout", + "prompt_number": 7, + "text": [ + "0.8083603179275831" + ] + } + ], + "prompt_number": 7 + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "So which values are problematic specifically? How can we avoid losing observations?" + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "pd.unique(combined[combined['converted'].isnull()]['raw'].values)" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "metadata": {}, + "output_type": "pyout", + "prompt_number": 8, + "text": [ + "array(['<10', '>24196', '<1', '>2420'], dtype=object)" + ] + } + ], + "prompt_number": 8 + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Is 2420 or 24196 the correct maximum?" + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "converted.max()" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "metadata": {}, + "output_type": "pyout", + "prompt_number": 9, + "text": [ + "24196.0" + ] + } + ], + "prompt_number": 9 + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Did the metric change from >2420 to >24196? (Seems suspicious, given how similar these caps look.)\n", + "\n", + "A visualization will help." + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "import vincent\n", + "vincent.core.initialize_notebook()\n", + "\n", + "correct_max = vincent.Line(converted.dropna())\n", + "correct_max.display()" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "html": [ + "\n", + " " + ], + "metadata": {}, + "output_type": "display_data", + "text": [ + "" + ] + }, + { + "html": [ + "
\n", + "\n", + "\n", + " " + ], + "metadata": {}, + "output_type": "display_data", + "text": [ + "" + ] + } + ], + "prompt_number": 10 + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Looks like the correct cap is >24196. Let's convert these to 24196 so we can convert them to numeric. All the mins will be converted to 0." + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "river_entero['EnteroCount'].replace(to_replace='[>].*', value = '24196', regex=True, inplace=True)\n", + "river_entero['EnteroCount'].replace(to_replace='[<].*', value = '0', regex=True, inplace=True)\n", + "\n", + "river_entero['EnteroCount'] = river_entero['EnteroCount'].convert_objects(convert_numeric=True)" + ], + "language": "python", + "metadata": {}, + "outputs": [], + "prompt_number": 11 + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's make sure everything looks right." + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "river_entero.describe()" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "html": [ + "
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EnteroCountFourDayRainTotalSampleCount
count 3397.000000 3397.000000 3397.000000
mean 764.391816 0.568001 56.886370
std 3717.785705 1.000387 41.588476
min 0.000000 0.000000 27.000000
25% 4.000000 0.000000 37.000000
50% 18.000000 0.200000 42.000000
75% 85.000000 0.700000 50.000000
max 24196.000000 8.500000 187.000000
\n", + "
" + ], + "metadata": {}, + "output_type": "pyout", + "prompt_number": 12, + "text": [ + " EnteroCount FourDayRainTotal SampleCount\n", + "count 3397.000000 3397.000000 3397.000000\n", + "mean 764.391816 0.568001 56.886370\n", + "std 3717.785705 1.000387 41.588476\n", + "min 0.000000 0.000000 27.000000\n", + "25% 4.000000 0.000000 37.000000\n", + "50% 18.000000 0.200000 42.000000\n", + "75% 85.000000 0.700000 50.000000\n", + "max 24196.000000 8.500000 187.000000" + ] + } + ], + "prompt_number": 12 + }, + { + "cell_type": "heading", + "level": 2, + "metadata": {}, + "source": [ + "Create lists and graphs of the best and worst places to swim in the dataset." + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "by_site = river_entero[['Site', 'EnteroCount']].groupby('Site')" + ], + "language": "python", + "metadata": {}, + "outputs": [], + "prompt_number": 13 + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "# summarize by location\n", + "worst_places = by_site.mean()\n", + "worst_places.columns = ['Mean_ent',]\n", + "worst_places['Median_ent'] = by_site.median()\n", + "worst_places['Max_ent'] = by_site.max()\n", + "worst_places['Min_ent'] = by_site.min()\n", + "worst_places['SD'] = by_site.std()\n", + "\n", + "# sort on mean\n", + "worst_places.sort(columns=['Mean_ent',], ascending=False, inplace=True)\n", + "sample_count = river_entero[['Site', 'SampleCount']].groupby('Site').sum()\n", + "worst_places['Samples'] = sample_count" + ], + "language": "python", + "metadata": {}, + "outputs": [], + "prompt_number": 14 + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "best_places = worst_places.tail(5)\n", + "best_places.head()" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "html": [ + "
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Mean_entMedian_entMax_entMin_entSDSamples
Site
TZ Bridge mid-channel 15.473684 0.0 252 0 45.605884 3249
Haverstraw Bay mid-channel 13.500000 0.0 164 0 29.709229 2304
Stony Point mid-channel 12.795455 1.5 196 0 31.993153 1936
Croton Point Beach 10.666667 2.0 169 0 25.485359 2304
Poughkeepsie Drinking Water Intake 8.210526 4.5 76 0 13.011757 1444
\n", + "
" + ], + "metadata": {}, + "output_type": "pyout", + "prompt_number": 15, + "text": [ + " Mean_ent Median_ent Max_ent Min_ent \\\n", + "Site \n", + "TZ Bridge mid-channel 15.473684 0.0 252 0 \n", + "Haverstraw Bay mid-channel 13.500000 0.0 164 0 \n", + "Stony Point mid-channel 12.795455 1.5 196 0 \n", + "Croton Point Beach 10.666667 2.0 169 0 \n", + "Poughkeepsie Drinking Water Intake 8.210526 4.5 76 0 \n", + "\n", + " SD Samples \n", + "Site \n", + "TZ Bridge mid-channel 45.605884 3249 \n", + "Haverstraw Bay mid-channel 29.709229 2304 \n", + "Stony Point mid-channel 31.993153 1936 \n", + "Croton Point Beach 25.485359 2304 \n", + "Poughkeepsie Drinking Water Intake 13.011757 1444 " + ] + } + ], + "prompt_number": 15 + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "worst_places = worst_places.head(5)\n", + "worst_places.head()" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "html": [ + "
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Mean_entMedian_entMax_entMin_entSDSamples
Site
Gowanus Canal 4204.945946 96 24196 0 8563.134291 1369
Upper Sparkill Creek 3935.587879 411 24196 3 8143.522629 27225
Newtown Creek- Metropolitan Ave. Bridge 2952.280702 98 24196 0 7399.631778 3249
Island Creek/Normans Kill 2298.342857 46 24196 2 6815.557398 1225
Tarrytown Marina 2204.185185 41 24196 0 6426.040365 729
\n", + "
" + ], + "metadata": {}, + "output_type": "pyout", + "prompt_number": 16, + "text": [ + " Mean_ent Median_ent Max_ent \\\n", + "Site \n", + "Gowanus Canal 4204.945946 96 24196 \n", + "Upper Sparkill Creek 3935.587879 411 24196 \n", + "Newtown Creek- Metropolitan Ave. Bridge 2952.280702 98 24196 \n", + "Island Creek/Normans Kill 2298.342857 46 24196 \n", + "Tarrytown Marina 2204.185185 41 24196 \n", + "\n", + " Min_ent SD Samples \n", + "Site \n", + "Gowanus Canal 0 8563.134291 1369 \n", + "Upper Sparkill Creek 3 8143.522629 27225 \n", + "Newtown Creek- Metropolitan Ave. Bridge 0 7399.631778 3249 \n", + "Island Creek/Normans Kill 2 6815.557398 1225 \n", + "Tarrytown Marina 0 6426.040365 729 " + ] + } + ], + "prompt_number": 16 + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Places we probably would not want to swim." + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "# chart worst places\n", + "bar_groups = vincent.GroupedBar(worst_places[['Mean_ent', 'Median_ent']])\n", + "bar_groups.axis_titles(x='Location', y='Value')\n", + "bar_groups.legend(title='Statistics')\n", + "bar_groups.display()" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "html": [ + "
\n", + "\n", + "\n", + " " + ], + "metadata": {}, + "output_type": "display_data", + "text": [ + "" + ] + } + ], + "prompt_number": 17 + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Places we probably wouldn't want to swim in, but probably won't get sick if we absolutely had to." + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "# chart worst places\n", + "bar_groups = vincent.GroupedBar(best_places[['Mean_ent', 'Median_ent']])\n", + "bar_groups.axis_titles(x='Location', y='Value')\n", + "bar_groups.legend(title='Statistics')\n", + "bar_groups.display()" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "html": [ + "
\n", + "\n", + "\n", + " " + ], + "metadata": {}, + "output_type": "display_data", + "text": [ + "" + ] + } + ], + "prompt_number": 18 + }, + { + "cell_type": "heading", + "level": 2, + "metadata": {}, + "source": [ + "Which sites have been tested most regularly? Which ones have long gaps between tests?" + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "freq = river_entero\n", + "freq.set_index(keys=[river_entero['Site'], river_entero['Date']], inplace=True, verify_integrity=True)\n", + "freq.head()" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "html": [ + "
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SiteDateEnteroCountFourDayRainTotalSampleCount
SiteDate
Furnace Brook2006-09-19 Furnace Brook2006-09-19 28 0 48
Haverstraw Bay mid-channel2006-09-19 Haverstraw Bay mid-channel2006-09-19 4 0 48
Ossining Beach2006-09-19 Ossining Beach2006-09-19 2 0 47
Croton Point Beach2006-09-19 Croton Point Beach2006-09-19 2 0 48
Stony Point mid-channel2006-09-19 Stony Point mid-channel2006-09-19 3 0 44
\n", + "
" + ], + "metadata": {}, + "output_type": "pyout", + "prompt_number": 19, + "text": [ + " Site Date \\\n", + "Site Date \n", + "Furnace Brook 2006-09-19 Furnace Brook 2006-09-19 \n", + "Haverstraw Bay mid-channel 2006-09-19 Haverstraw Bay mid-channel 2006-09-19 \n", + "Ossining Beach 2006-09-19 Ossining Beach 2006-09-19 \n", + "Croton Point Beach 2006-09-19 Croton Point Beach 2006-09-19 \n", + "Stony Point mid-channel 2006-09-19 Stony Point mid-channel 2006-09-19 \n", + "\n", + " EnteroCount FourDayRainTotal \\\n", + "Site Date \n", + "Furnace Brook 2006-09-19 28 0 \n", + "Haverstraw Bay mid-channel 2006-09-19 4 0 \n", + "Ossining Beach 2006-09-19 2 0 \n", + "Croton Point Beach 2006-09-19 2 0 \n", + "Stony Point mid-channel 2006-09-19 3 0 \n", + "\n", + " SampleCount \n", + "Site Date \n", + "Furnace Brook 2006-09-19 48 \n", + "Haverstraw Bay mid-channel 2006-09-19 48 \n", + "Ossining Beach 2006-09-19 47 \n", + "Croton Point Beach 2006-09-19 48 \n", + "Stony Point mid-channel 2006-09-19 44 " + ] + } + ], + "prompt_number": 19 + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "freq['diffs'] = freq['Date'].groupby(level='Site').diff()\n", + "\n", + "# built-in max() aggregation for dataframes does not work with timedeltas\n", + "max_gap = freq['diffs'].dropna().groupby(level='Site').apply(lambda x : x.max())\n", + "max_gap.sort(ascending=False)\n", + "max_gap.head(5)" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "metadata": {}, + "output_type": "pyout", + "prompt_number": 20, + "text": [ + "Site \n", + "Tarrytown Marina 0 334 days\n", + "125th St. Pier 0 291 days\n", + "Gowanus Canal 0 281 days\n", + "Upper Sparkill Creek 0 280 days\n", + "North River STP at 145th 0 256 days\n", + "dtype: timedelta64[ns]" + ] + } + ], + "prompt_number": 20 + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "# combine max gap + samples\n", + "samples = freq['SampleCount'].groupby(level='Site').mean()\n", + "# shape (75, 1) -> (75,) to match samples\n", + "max_gap = max_gap.unstack(1).ix[:, 0]\n", + "# DataFrame doesn't like nanoseconds\n", + "max_gap = max_gap.astype('timedelta64[D]').astype(int)\n", + "max_gap = DataFrame(data={'samples': samples, 'gap': max_gap}, index=samples.index)" + ], + "language": "python", + "metadata": {}, + "outputs": [], + "prompt_number": 21 + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "# store only those with the largest gaps\n", + "max_gap = max_gap.sort(columns='gap', ascending=False)\n", + "max_gap.head()" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "html": [ + "
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gapsamples
Site
Tarrytown Marina 334 27
125th St. Pier 291 66
Gowanus Canal 281 37
Upper Sparkill Creek 280 165
East River mid-channel at 23rd St. 256 50
\n", + "
" + ], + "metadata": {}, + "output_type": "pyout", + "prompt_number": 22, + "text": [ + " gap samples\n", + "Site \n", + "Tarrytown Marina 334 27\n", + "125th St. Pier 291 66\n", + "Gowanus Canal 281 37\n", + "Upper Sparkill Creek 280 165\n", + "East River mid-channel at 23rd St. 256 50" + ] + } + ], + "prompt_number": 22 + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "# chart most sporadically tested & least sporadically tested\n", + "stack = vincent.StackedBar(\n", + " max_gap[(max_gap['gap'] > 256) | (max_gap['gap'] < 225)]\n", + ")\n", + "stack.scales['x'].padding = 0.1\n", + "stack.axis_titles(x='Location', y='')\n", + "stack.axes[0].properties = vincent.AxisProperties(\n", + " labels = vincent.PropertySet(angle=vincent.ValueRef(value=10))\n", + ")\n", + "stack.legend(title='Data Type')\n", + "stack.colors(brew='Spectral')\n", + "stack.display()" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "html": [ + "
\n", + "\n", + "\n", + " " + ], + "metadata": {}, + "output_type": "display_data", + "text": [ + "" + ] + } + ], + "prompt_number": 23 + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Perhaps surprisingly, there is not such a large amount variation among sites a one might think." + ] + }, + { + "cell_type": "heading", + "level": 2, + "metadata": {}, + "source": [ + "Is there a relationship between the amount of rain and water quality?" + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "corr = lambda x : ()\n", + "rain_cor = freq[['EnteroCount', 'FourDayRainTotal']].groupby(level='Site').corr()\n", + "rain_cor.head()" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "html": [ + "
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EnteroCountFourDayRainTotal
Site
125th St. PierEnteroCount 1.000000 0.155190
FourDayRainTotal 0.155190 1.000000
79th St. mid-channelEnteroCount 1.000000 0.193267
FourDayRainTotal 0.193267 1.000000
Albany Rowing DockEnteroCount 1.000000 0.368754
\n", + "
" + ], + "metadata": {}, + "output_type": "pyout", + "prompt_number": 24, + "text": [ + " EnteroCount FourDayRainTotal\n", + "Site \n", + "125th St. Pier EnteroCount 1.000000 0.155190\n", + " FourDayRainTotal 0.155190 1.000000\n", + "79th St. mid-channel EnteroCount 1.000000 0.193267\n", + " FourDayRainTotal 0.193267 1.000000\n", + "Albany Rowing Dock EnteroCount 1.000000 0.368754" + ] + } + ], + "prompt_number": 24 + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "# rather have single column with all the location-specific correlations\n", + "rain_cor = rain_cor.ix[:, 'EnteroCount'].ix[:, 'FourDayRainTotal']\n", + "rain_cor.sort(ascending=False)\n", + "\n", + "print 'Highest linear relationship between rain & entero'\n", + "print rain_cor.head()\n", + "print '\\nLowest linear relationship between rain & entero'\n", + "print rain_cor.tail()" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "Highest linear relationship between rain & entero\n", + "Site\n", + "Gay's Point mid-channel 0.729229\n", + "The Battery mid-channel 0.708365\n", + "Wappingers Creek 0.687614\n", + "TZ Bridge mid-channel 0.672044\n", + "Norrie Point Yacht Basin 0.663862\n", + "Name: EnteroCount, dtype: float64\n", + "\n", + "Lowest linear relationship between rain & entero\n", + "Site\n", + "Yonkers mid-channel -0.068253\n", + "Kingston STP Outfall -0.083880\n", + "Mohawk River at Waterford -0.124760\n", + "Little Stony Point -0.158027\n", + "Haverstraw Bay mid-channel -0.160901\n", + "Name: EnteroCount, dtype: float64\n" + ] + } + ], + "prompt_number": 25 + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Some areas have very strong linkages between rainfall and entero counts; however, some areas appear to have almost no relationship (possibly even a negative relationship)!\n", + "\n", + "Let's see how the relationship varies across location:" + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "\n", + "# want to plot in-line\n", + "%matplotlib inline\n", + "\n", + "sns.set(style='white', palette='muted')\n", + "plt.figure(1)\n", + "sns.distplot(rain_cor)\n", + "plt.show()" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "metadata": {}, + "output_type": "display_data", + "png": 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DkdOlAJYpceBoGMfR8LPkrsvPr8DrhU1v9RLVtoVyBhTAMiV0/VdyXUWogAsX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\na1292yXJOGrEkUN+80oHLZ0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KYBERERcogEVERFzw/wN/x4fzXO7bOwAAAABJRU5ErkJg\ngg==\n", + "text": [ + "" + ] + } + ], + "prompt_number": 26 + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It appears as if generally speaking, rainfall and entero count are positively correlated, with the mean level of correlation around 0.25.\n", + "\n", + "To generalize the relationship across locations, we can try to visualize the scatter plot and marginal distributions:" + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "# take log transform of entero count and rain since highly skewed\n", + "from math import log\n", + "from scipy import stats\n", + "log_ent = freq['EnteroCount'].map(lambda x : log(x + 1))\n", + "log_rain = freq['FourDayRainTotal'].map(lambda x : log(x + 1))\n", + "\n", + "g = sns.JointGrid(log_rain, log_ent)\n", + "g.plot_marginals(sns.kdeplot, shade=True, color='green')\n", + "g.plot_joint(sns.kdeplot, shade=True)" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "metadata": {}, + "output_type": "pyout", + "prompt_number": 27, + "text": [ + "" + ] + }, + { + "metadata": {}, + "output_type": "display_data", + "png": 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MLxvPgrUL+KT6Ew4pOsTrkjqUSMdUChjgfKLTxUe3XCwwUNbsqjoolFrvT1Qm\nzdBTNyaSfk4ddSoRIr7vmhIJppustfXW2o+stR9aa+scr8plnYVPMuHkR0ELkaC9HhG3zBo2i9zs\nXO5bdJ+vF3VNZIxnlTHmHqIfsG1dOy9irX3AubJSr6NuJtHQWbOrKqFhve311ZTkFiVVmxs0pCci\nvXJ7ccyQY3hp7Uu8ueFNpg+Z7nVJ7UqkY6pqedxRwKyW2/HOleSeZDuhdO+cRERaLxj423d/63El\nHUvkCrZfAzDGlFhrtzteUTc5PcyTSOcU9K5JQ2ki6evwAYczuHAwD3/8MPNOmUff/L5el3SQRFZ+\nmGyMWQYsNsYMMcasip0+ng7aG8brTveTyHMzaSKEiKSPrFAWnx/zeeqb6rnng3u8LqddiQzl3Q7M\nAbZZa9cDFwP+7QElLnU7InLqqFPpkd2D37zzG5qa/XcVo0SCKd9au6T1G2vt80AP50pyXirOFalr\nEpF01Su3FyeOOJF11et4ZuUzXpdzkIQmPxhjJrd+Y4yZC/j+XFMrJ8MhXSdDqGsSkTPHnAnAHe/c\n4XElB0vkTPglwP3AeGNMNbACmOtoVV2UyAG3ozBZWb2l3ftHFfXrVk1+nQjRVQo1kWAYVTKK8WXj\neWblM6zavoqRJSO9Lmm/RDqmHtbaGUAJcIi1dgrQx9my3NVRKHX2M0jfIT0FjIicOeZMIkS47a3b\nvC7lAB0GkzHmGGPMTOAxY8xxwBHAJGPMbOCPbhXotM6CJ9HHiIikm1nDZlGWX8bvP/g9VXv9c2oi\nXsd0EvBjYADwk5jb94E7Ha8sBdp2Km27m2QCJ95j07VrSldawUIkNXKycvjCuC+wt2Gvrz5w2+G/\ncGvtdQDGmPPTbfkhp6ys3tLtc05+kuwHbjX8JxI8nx39WR748AFufetWrph+BXnhPK9LSugc0yvG\nmJuNMfcYY+5tufnuU1mdHTS70y0l8rx07ZoUNiKZLT+cz+fM59i2dxv3L77f63KAxILpkZY/XwFe\njrllrKCFk4hktrPHnk04K8zPXv0ZtY21nT/BYYmM4+RYa7+byp0aY8qB94DZ1trlqdx2q3gB0F6w\n2J0bDrrPFA9OaU2t/DaFPJEhPXVWIsFVklfCnLFzePjjh7nz3Tu57KjLPK0nkY5poTHmc8aY3FTs\n0BgTBn6Hi5dn76yTaS+UWu/v6Gfd6Zr8KF7wKJREgu9LE75EfjifG165gV11uzytJZFg+gLwd6DW\nGNPccusjXQ0IAAAdTklEQVTO4ko3EV1rb1M3ttFlbQOlo+BJ9jHJ8uOQXnsB5LdQ0ow8EWcU9Szi\nnPHnsG3fNua9Mc/TWuJ9jum/Aay1A4DDrLVZrTfg113ZmTHma0Cltfa5lrtCXdlOqiQTOO09trtd\nk5/Dqaa+0XehJCLO+sK4L1Dco5ibX7+ZrXu2elZHvI7pmzFft50uflwX93cBcJIxZgEwGbjfGNPt\n+ddtD6AdHfC7+0HZTO6cRCT48sJ5nD/pfHY37OY7z37HszoSGcqDFHU21tqZ1tpZ1trjgUXA+dZa\nR5dV6Kh7SVXIBO1ck4hkts+Zz2FKDX/69594esXTntSQaDAFXkX1moNu7cmUrklEMlN2VjZXzriS\n7FA2Fz95MTV1Na7X4FkwWWuPd2qqeHtiO5u24dJRCHUUUG2fn4quSeEkIn4xos8I5h42l/U167n6\nhatd33+8KU7jjTGtR+WBMV8DDHSwJld1FEptHzOwaLjjtbSGk58+4yQimWnuxLm8vPZlfvPubzh3\nwrkcO/RY1/Ydr2MaDRzfcjMxX7d+70uxnUd7HUtst5NIKHXEia6plbonEfFabnYuV864khAhLnz8\nQvY17HNt3/EWcV3rWhXd4NYMMre6plbqnkTEa+PKxjFn7Bz+uvSvXP/y9dx44o2u7DcjJj+01810\npVtq+xwnu6ZW2+urO72JiDjlwsMvpF9BP256/Sbe3/S+K/vMiGBqFW9G3ebK1e3eUsXJ6eMKKRFx\nSl44j+8d/T2aIk1c+PiFNDQ1OL7PjAqmjsQLoLY/66zT8vpqtwonEUm1IwceyamjTmXR5kXc/PrN\nju8vsMEUr0OJDZdEuqJ4j0nmc01ufehW4SQiqXbJlEso6VnCT17+Ccu2LXN0X4ENplZOdDDdmc3n\nlqAO7Wm5JBFvFPYo5LKjLqOuqY6vP/51miPNju0rUMEU70DcXmeTzDmkZLqmeGHo9lJFQQwnEfHG\nsUOP5bihx/Ha+tf47Tu/dWw/gQqmRKSq20mHrqmVwklEUuXSaZdSmFvIVS9cxbqd6xzZR8YFU6u2\nHdDWzWsPunX2nK7SAq8ikq5K8kq45DOXsKdhDxc9eRGRSCTl+8jYYIrVXgjFu789yQzneUFdk4ik\nyikjT+HIAUfy7Kpnmb9kfsq3n9bB1NGJ8FR2JG3DKbZr6s5wnhddk8JJRFIhFApx+VGXE84Kc+kz\nl6Z8BfK0DqbOtHYtrd1Ma5DEhksiXVEynVN7+/cThZOIpMKg3oOYO3Eum3Zv4roF16V024EOps50\nNXBSReeaRCSdfWnilxhUOIjb3r6NRZsXpWy7GR1MqdaViwhqSC95+iyTiD/kZudy2VGX0Rxp5uIn\nL07ZRAgFU4yNW7YfcIsV212l6jyTiEi6mzJwCjOHzuStjW+lbCJExgVTR1O+2wZRqiRynkldk4ik\ns28c8Q2yQ9lc/eLVKVnkNTDB1NmBtm1nk8j5JafCqj063yQi6WpQ70GcMfoMVu1YxR8++EO3txeY\nYOqORAMokTDrynmmVmt2VbkaUOqaRCRVzpt0Hj1zenLdv65jd/3ubm2rwyvYBkV3ggKioTWoX8lB\n92+uXE3/shEJbWNl9RZGFfVLeJ9dCafhhaVJP0dEJFVK8kr44vgv8sDiB7j1zVu55rhrurytjO+Y\nUjFc54cJEF3tttQ1iUiqnDP+HApzC7nlzVvY17Cvy9sJXDA5MRTm5rmm7nJ7OFBEpFV+OJ/Pm89T\nta+KBxY/0OXtBC6YWsWbDdedD9YGaRWIdNU7N/Aj0CJp66yxZxHOCnPb27d1+XNNgQ2m9rSdKu5U\nJ9Td81qpkEzXpOE8EUmVkrwSpg+ezpLKJSzesrhL28ioYMo0GtITES+cNPIkAB788MEuPV/B5CIN\n54lIJpg6aCrhrDAvrXmpS89P28H6VK+X1rx+10H3ZQ0pjPucZKaMS2ro/JKI/+Vm5zK6dDQfbvmQ\nvQ17yQ/nJ/V8dUwJSqeZebE0nCciXjB9DU2RJj7e+nHSz1UwuUzDeSKSCQrCBQDsadiT9HMVTJI2\nNIwnkj5ys3MBqGusS/q5CqYEtbcskbhHoSSSXrbu2QpAWUFZ0s9VMInvKZRE0s/SbUvpkd2DieUT\nk36u/sW3o7PZeK00I895CiWR9LN592ZW71jNUYOPIpwdTvr5afuvvnduTkqnjCcaRukmkVXHS3KL\nXKgkeQolkfT08EcP0xxp5r+n/HeXnq+hPPElhZJIetq0axNPrXiKoUVDOXfCuV3aRkYFU9uht65M\naCjvPyxF1TgvHa/R1Ds3R6EkkqYamhq4/uXraWhu4Kcn/JScrK79Ww5sMMW7MF+y4ZJsgJniwR3+\nLJkLBrrBT8N4CiSR9Pb793/PsqplfOWwrzB34twubydwwZRsl9BZ6HT089jua2DR8KT26YZ065YU\nSiLpbf6S+Tyy5BEOLTmU35z+G0KhUJe3Fbhgaite95Ks7g7judUtJRpKfuiWNHQnkv7+sewf3PHO\nHfTv1Z+n5z5NYY/uTSYLfDC1atvVxIZMR11RV85BpTIIuyKdOiUFkkj6+9vSv/Grt35FWX4ZC766\ngFElo7q9zcAcGUpyixK64F3/shEHXTAQOg+h2CDryjCeG91SMqHkdbekUBJJb82RZu567y4e/vhh\nygvKeeG8FxjTd0xKtu3q0cEYEwbuAYYCPYCfWmufcLMGJ3XULTkZSl3pkLwMJQWSSPqrb6rn5wt/\nzoK1CxhdOppn5j7D8D6pO9fu9lDeXKDSWnsccCrwa5f3D3za8SR6zqg73ZIToTS8sHT/LV3oXJJI\nMFTtreLSZy5lwdoFHD3kaF7/r9dTGkrgfjA9Clwbs+9uLd3Q0YGu9YDdGgqtnUx7QdJZOCUaXk6e\nW4oNou6GkRfdkgJJJBjsNstFT17Esm3LOO+w83jx/BcpzU/9f5BdPWJYa/cAGGMKiYbUNW7uvyPl\n/YexdfPag+5ry81uyYluyM1QUhiJBMuCtQv4+cKf09DUwE0n3cQV06/o1pTweFw/ehhjhgB/A+6w\n1v7F7f23ajsJorPOKN6Cre11S10NJaeG51IRSgobkcwTiUR4YPED3Lf4Pnrl9uKxcx7j9ENPd3Sf\nbk9+6Ac8B1xirV2Q6u3Hm5lnigdjd25gYNFwKqrXAB3P0GurbSh11i11JZScPF/UnVBSGIlkrrrG\nOn7x2i9YsHYBQ4uG8tSXn2J8+XjH9+v2UecHQBFwrTGm9VzTadbaWqd2OKqoX9zLmXcWTp2FUnfP\nLTk9gUGhJCJdUbW3ih++9EOWVS1jxpAZPHbOY1266F9XuH2O6VLgUjf2NbywlDW7qtr9WWzXBB2H\nU2fXW+rOEJ4CSUT8auX2lfzgxR9QubeS8yedz13/cRc9cnq4tv+MOgK1DudB++HUmVQN4fl12A4U\nSiKZ7r2K9/jhgh9S21jLjbNv5KoZVzk2yaEjGXEU6mw4LxGpGMLzc5ckIrLwk4Vc//L1hEIh5n9h\nPmePO9uTOtJ+rby2/8Pv7OAcGyiJLieUSCh11i05Oduu9dZd6pZEMtfzq5/nun9dR252Lk9/+WnP\nQgkCEEzxJBIGnYVTKj6v5NR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svWCtfcarQlMgAhDA9zBWe68xCO/hD4gOz11rjGk9D3M3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\nAAAASUVORK5CYII=\n", + "text": [ + "" + ] + } + ], + "prompt_number": 27 + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A clear linear relationship isn't particularly evident from this graphic. At the end of the day, this is logical--different locations will have very different characteristics and we should avoid abstracting away location-specific factors that may exert an important influence over entero count and how it fluctuates with rainfall." + ] + } + ], + "metadata": {} + } + ] +} \ No newline at end of file diff --git a/lecture4/IS608_HW4.slides.html b/lecture4/IS608_HW4.slides.html new file mode 100644 index 0000000..00faf2e --- /dev/null +++ b/lecture4/IS608_HW4.slides.html @@ -0,0 +1,3918 @@ + + + + + + + + + + + +IS608_HW4 slides + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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+In [1]: +
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import pandas as pd
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First we load the data

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+In [2]: +
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river_entero = pd.read_csv('data/riverkeeper_data_2013.csv')
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+In [3]: +
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river_entero[10:20]
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+ Out[3]:
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SiteDateEnteroCountFourDayRainTotalSampleCount
10 Hudson above Mohawk River 6/16/2012 10 0.2 35
11 Hudson above Mohawk River 5/20/2012 11 0.0 35
12 Hudson above Mohawk River 6/24/2013 30 1.4 35
13 Hudson above Mohawk River 9/19/2011 11 0.1 35
14 Hudson above Mohawk River 8/21/2011 231 0.4 35
15 Hudson above Mohawk River 7/14/2011 11 0.3 35
16 Hudson above Mohawk River 7/2/2011 11 2.1 35
17 Hudson above Mohawk River 5/19/2011 91 1.6 35
18 Hudson above Mohawk River 10/16/2010 >2420 1.3 35
19 Hudson above Mohawk River 9/14/2010 15 0.0 35
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+In [4]: +
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river_entero.dtypes
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+ Out[4]:
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+Site                 object
+Date                 object
+EnteroCount          object
+FourDayRainTotal    float64
+SampleCount           int64
+dtype: object
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We need to convert Date and EnteroCount into datetime and float, respectively.

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river_entero['Date'] = pd.to_datetime(river_entero['Date'])
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Let's take a look at which values are 'non-numeric' before conversion.

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# create dataframe indexed on datetime to compare pre- and post-conversion
+river_entero.sort('Date', inplace=True)
+ent_ct = river_entero[['Date', 'EnteroCount']].set_index(river_entero['Date'])['EnteroCount']
+converted = ent_ct.convert_objects(convert_numeric=True)
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+combined = pd.DataFrame(data={'raw': ent_ct, 'converted': converted})
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If we just drop NaN, we lose ~20% of our sample:

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float(converted.count()) / river_entero.shape[0]
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+ Out[7]:
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+0.8083603179275831
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So which values are problematic specifically? How can we avoid losing observations?

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pd.unique(combined[combined['converted'].isnull()]['raw'].values)
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+array(['<10', '>24196', '<1', '>2420'], dtype=object)
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Is 2420 or 24196 the correct maximum?

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converted.max()
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+24196.0
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Did the metric change from >2420 to >24196? (Seems suspicious, given how similar these caps look.)

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A visualization will help.

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+In [10]: +
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import vincent
+vincent.core.initialize_notebook()
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+correct_max = vincent.Line(converted.dropna())
+correct_max.display()
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Looks like the correct cap is >24196. Let's convert these to 24196 so we can convert them to numeric. All the mins will be converted to 0.

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river_entero['EnteroCount'].replace(to_replace='[>].*', value = '24196', regex=True, inplace=True)
+river_entero['EnteroCount'].replace(to_replace='[<].*', value = '0', regex=True, inplace=True)
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+river_entero['EnteroCount'] = river_entero['EnteroCount'].convert_objects(convert_numeric=True)
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Let's make sure everything looks right.

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river_entero.describe()
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EnteroCountFourDayRainTotalSampleCount
count 3397.000000 3397.000000 3397.000000
mean 764.391816 0.568001 56.886370
std 3717.785705 1.000387 41.588476
min 0.000000 0.000000 27.000000
25% 4.000000 0.000000 37.000000
50% 18.000000 0.200000 42.000000
75% 85.000000 0.700000 50.000000
max 24196.000000 8.500000 187.000000
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Create lists and graphs of the best and worst places to swim in the dataset.

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by_site = river_entero[['Site', 'EnteroCount']].groupby('Site')
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# summarize by location
+worst_places = by_site.mean()
+worst_places.columns = ['Mean_ent',]
+worst_places['Median_ent'] = by_site.median()
+worst_places['Max_ent'] = by_site.max()
+worst_places['Min_ent'] = by_site.min()
+worst_places['SD'] = by_site.std()
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+# sort on mean
+worst_places.sort(columns=['Mean_ent',], ascending=False, inplace=True)
+sample_count = river_entero[['Site', 'SampleCount']].groupby('Site').sum()
+worst_places['Samples'] = sample_count
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+In [15]: +
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best_places = worst_places.tail(5)
+best_places.head()
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+ Out[15]:
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Mean_entMedian_entMax_entMin_entSDSamples
Site
TZ Bridge mid-channel 15.473684 0.0 252 0 45.605884 3249
Haverstraw Bay mid-channel 13.500000 0.0 164 0 29.709229 2304
Stony Point mid-channel 12.795455 1.5 196 0 31.993153 1936
Croton Point Beach 10.666667 2.0 169 0 25.485359 2304
Poughkeepsie Drinking Water Intake 8.210526 4.5 76 0 13.011757 1444
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worst_places = worst_places.head(5)
+worst_places.head()
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+
+ + +
+ Out[16]:
+ +
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
Mean_entMedian_entMax_entMin_entSDSamples
Site
Gowanus Canal 4204.945946 96 24196 0 8563.134291 1369
Upper Sparkill Creek 3935.587879 411 24196 3 8143.522629 27225
Newtown Creek- Metropolitan Ave. Bridge 2952.280702 98 24196 0 7399.631778 3249
Island Creek/Normans Kill 2298.342857 46 24196 2 6815.557398 1225
Tarrytown Marina 2204.185185 41 24196 0 6426.040365 729
+
+
+ +
+ +
+
+ +
+
+
+
+
+
+

Places we probably would not want to swim.

+
+
+
+
+
+
+In [17]: +
+
+
+
# chart worst places
+bar_groups = vincent.GroupedBar(worst_places[['Mean_ent', 'Median_ent']])
+bar_groups.axis_titles(x='Location', y='Value')
+bar_groups.legend(title='Statistics')
+bar_groups.display()
+
+ +
+
+
+ +
+
+ + +
+ +
+
+ + + +
+ +
+ +
+
+ +
+
+
+
+
+
+

Places we probably wouldn't want to swim in, but probably won't get sick if we absolutely had to.

+
+
+
+
+
+
+In [18]: +
+
+
+
# chart worst places
+bar_groups = vincent.GroupedBar(best_places[['Mean_ent', 'Median_ent']])
+bar_groups.axis_titles(x='Location', y='Value')
+bar_groups.legend(title='Statistics')
+bar_groups.display()
+
+ +
+
+
+ +
+
+ + +
+ +
+
+ + + +
+ +
+ +
+
+ +
+
+
+
+
+
+

Which sites have been tested most regularly? Which ones have long gaps between tests?

+
+
+
+ +
+
+
+In [19]: +
+
+
+
freq = river_entero
+freq.set_index(keys=[river_entero['Site'], river_entero['Date']], inplace=True, verify_integrity=True)
+freq.head()
+
+ +
+
+
+ +
+
+ + +
+ Out[19]:
+ +
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
SiteDateEnteroCountFourDayRainTotalSampleCount
SiteDate
Furnace Brook2006-09-19 Furnace Brook2006-09-19 28 0 48
Haverstraw Bay mid-channel2006-09-19 Haverstraw Bay mid-channel2006-09-19 4 0 48
Ossining Beach2006-09-19 Ossining Beach2006-09-19 2 0 47
Croton Point Beach2006-09-19 Croton Point Beach2006-09-19 2 0 48
Stony Point mid-channel2006-09-19 Stony Point mid-channel2006-09-19 3 0 44
+
+
+ +
+ +
+
+ +
+
+
+
+In [20]: +
+
+
+
freq['diffs'] = freq['Date'].groupby(level='Site').diff()
+
+# built-in max() aggregation for dataframes does not work with timedeltas
+max_gap = freq['diffs'].dropna().groupby(level='Site').apply(lambda x : x.max())
+max_gap.sort(ascending=False)
+max_gap.head(5)
+
+ +
+
+
+ +
+
+ + +
+ Out[20]:
+ + +
+
+Site                       
+Tarrytown Marina          0   334 days
+125th St. Pier            0   291 days
+Gowanus Canal             0   281 days
+Upper Sparkill Creek      0   280 days
+North River STP at 145th  0   256 days
+dtype: timedelta64[ns]
+
+
+ +
+ +
+
+ +
+
+
+
+In [21]: +
+
+
+
# combine max gap + samples
+samples = freq['SampleCount'].groupby(level='Site').mean()
+# shape (75, 1) -> (75,) to match samples
+max_gap = max_gap.unstack(1).ix[:, 0]
+# DataFrame doesn't like nanoseconds
+max_gap = max_gap.astype('timedelta64[D]').astype(int)
+max_gap = DataFrame(data={'samples': samples, 'gap': max_gap}, index=samples.index)
+
+ +
+
+
+ +
+
+
+
+In [22]: +
+
+
+
# store only those with the largest gaps
+max_gap = max_gap.sort(columns='gap', ascending=False)
+max_gap.head()
+
+ +
+
+
+ +
+
+ + +
+ Out[22]:
+ +
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
gapsamples
Site
Tarrytown Marina 334 27
125th St. Pier 291 66
Gowanus Canal 281 37
Upper Sparkill Creek 280 165
East River mid-channel at 23rd St. 256 50
+
+
+ +
+ +
+
+ +
+
+
+
+In [23]: +
+
+
+
# chart most sporadically tested & least sporadically tested
+stack = vincent.StackedBar(
+    max_gap[(max_gap['gap'] > 256) | (max_gap['gap'] < 225)]
+)
+stack.scales['x'].padding = 0.1
+stack.axis_titles(x='Location', y='')
+stack.axes[0].properties = vincent.AxisProperties(
+    labels = vincent.PropertySet(angle=vincent.ValueRef(value=10))
+)
+stack.legend(title='Data Type')
+stack.colors(brew='Spectral')
+stack.display()
+
+ +
+
+
+ +
+
+ + +
+ +
+
+ + + +
+ +
+ +
+
+ +
+
+
+
+
+
+

Perhaps surprisingly, there is not such a large amount variation among sites a one might think.

+
+
+
+
+
+
+
+
+

Is there a relationship between the amount of rain and water quality?

+
+
+
+ +
+
+
+In [24]: +
+
+
+
corr = lambda x : ()
+rain_cor = freq[['EnteroCount', 'FourDayRainTotal']].groupby(level='Site').corr()
+rain_cor.head()
+
+ +
+
+
+ +
+
+ + +
+ Out[24]:
+ +
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
EnteroCountFourDayRainTotal
Site
125th St. PierEnteroCount 1.000000 0.155190
FourDayRainTotal 0.155190 1.000000
79th St. mid-channelEnteroCount 1.000000 0.193267
FourDayRainTotal 0.193267 1.000000
Albany Rowing DockEnteroCount 1.000000 0.368754
+
+
+ +
+ +
+
+ +
+
+
+
+In [25]: +
+
+
+
# rather have single column with all the location-specific correlations
+rain_cor = rain_cor.ix[:, 'EnteroCount'].ix[:, 'FourDayRainTotal']
+rain_cor.sort(ascending=False)
+
+print 'Highest linear relationship between rain & entero'
+print rain_cor.head()
+print '\nLowest linear relationship between rain & entero'
+print rain_cor.tail()
+
+ +
+
+
+ +
+
+ + +
+
+
+Highest linear relationship between rain & entero
+Site
+Gay's Point mid-channel     0.729229
+The Battery mid-channel     0.708365
+Wappingers Creek            0.687614
+TZ Bridge mid-channel       0.672044
+Norrie Point Yacht Basin    0.663862
+Name: EnteroCount, dtype: float64
+
+Lowest linear relationship between rain & entero
+Site
+Yonkers mid-channel          -0.068253
+Kingston STP Outfall         -0.083880
+Mohawk River at Waterford    -0.124760
+Little Stony Point           -0.158027
+Haverstraw Bay mid-channel   -0.160901
+Name: EnteroCount, dtype: float64
+
+
+
+
+ +
+
+ +
+
+
+
+
+
+

Some areas have very strong linkages between rainfall and entero counts; however, some areas appear to have almost no relationship (possibly even a negative relationship)!

+

Let's see how the relationship varies across location:

+
+
+
+
+
+
+In [26]: +
+
+
+
import numpy as np
+import matplotlib.pyplot as plt
+import seaborn as sns
+
+# want to plot in-line
+%matplotlib inline
+
+sns.set(style='white', palette='muted')
+plt.figure(1)
+sns.distplot(rain_cor)
+plt.show()
+
+ +
+
+
+ +
+
+ + +
+ + +
+ +
+ +
+ +
+
+ +
+
+
+
+
+
+

It appears as if generally speaking, rainfall and entero count are positively correlated, with the mean level of correlation around 0.25.

+

To generalize the relationship across locations, we can try to visualize the scatter plot and marginal distributions:

+
+
+
+
+
+
+In [27]: +
+
+
+
# take log transform of entero count and rain since highly skewed
+from math import log
+from scipy import stats
+log_ent = freq['EnteroCount'].map(lambda x : log(x + 1))
+log_rain = freq['FourDayRainTotal'].map(lambda x : log(x + 1))
+
+g = sns.JointGrid(log_rain, log_ent)
+g.plot_marginals(sns.kdeplot, shade=True, color='green')
+g.plot_joint(sns.kdeplot, shade=True)
+
+ +
+
+
+ +
+
+ + +
+ Out[27]:
+ + +
+
+<seaborn.axisgrid.JointGrid at 0x16b80518>
+
+
+ +
+ +
+ + +
+ +
+ +
+ +
+
+ +
+
+
+
+
+
+

A clear linear relationship isn't particularly evident from this graphic. At the end of the day, this is logical--different locations will have very different characteristics and we should avoid abstracting away location-specific factors that may exert an important influence over entero count and how it fluctuates with rainfall.

+
+
+
+
+
+ + + + + + + + + + + + + + + + + + + diff --git a/lecture5/HW5_1.html b/lecture5/HW5_1.html new file mode 100644 index 0000000..374ea03 --- /dev/null +++ b/lecture5/HW5_1.html @@ -0,0 +1,67 @@ + + + + + IS608 HW5 Part 1 + + +

IS608 HW5 Part 1

+ +
+ +
+

+
+ +

Please enter a number you would like to see the first 20 multiples for:

+ +
+ +
+
+

+ + \ No newline at end of file diff --git a/lecture5/HW5_2.html b/lecture5/HW5_2.html new file mode 100644 index 0000000..53cf3d8 --- /dev/null +++ b/lecture5/HW5_2.html @@ -0,0 +1,84 @@ + + + + + + + IS608 HW5 Part 2 + + +

IS608 HW5 Part 2

+ +
+ +
+
+
+
+ + diff --git a/lecture6/d3/d3_chart.html b/lecture6/d3/d3_chart.html new file mode 100644 index 0000000..5009062 --- /dev/null +++ b/lecture6/d3/d3_chart.html @@ -0,0 +1,66 @@ + + + + + + + +
+ + + + \ No newline at end of file diff --git a/lecture6/d3/data/crime_sample.topojson b/lecture6/d3/data/crime_sample.topojson new file mode 100644 index 0000000..0c486fe --- /dev/null +++ b/lecture6/d3/data/crime_sample.topojson @@ -0,0 +1 @@ +{"type":"Topology","objects":{"crime_sample":{"type":"GeometryCollection","crs":{"type":"name","properties":{"name":"urn:ogc:def:crs:OGC:1.3:CRS84"}},"geometries":[{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/09 06:00:00","GEO_LON":-104.942751,"GEO_LAT":39.696953},"coordinates":[37,34]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/09 15:00:00","GEO_LON":-104.992167,"GEO_LAT":39.74492},"coordinates":[25,54]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/09 15:20:00","GEO_LON":-104.996448,"GEO_LAT":39.697003},"coordinates":[24,34]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/08 21:59:59","GEO_LON":-105.03178,"GEO_LAT":39.746542},"coordinates":[16,55]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/10 01:17:00","GEO_LON":-104.991558,"GEO_LAT":39.75349},"coordinates":[25,58]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/08 09:45:00","GEO_LON":-104.980705,"GEO_LAT":39.733491},"coordinates":[28,50]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/03 21:59:59","GEO_LON":-104.877585,"GEO_LAT":39.699349},"coordinates":[52,35]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/09 12:59:59","GEO_LON":-105.029495,"GEO_LAT":39.671004},"coordinates":[17,23]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/09 16:12:00","GEO_LON":-104.987391,"GEO_LAT":39.740059},"coordinates":[26,52]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/08 22:30:00","GEO_LON":-104.95615,"GEO_LAT":39.689051},"coordinates":[34,31]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/09 11:25:00","GEO_LON":-105.054334,"GEO_LAT":39.655357},"coordinates":[11,17]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/09 17:35:59","GEO_LON":-104.940551,"GEO_LAT":39.683095},"coordinates":[37,28]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/08 03:35:00","GEO_LON":-105.009271,"GEO_LAT":39.7828},"coordinates":[21,70]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/09 12:53:59","GEO_LON":-105.008249,"GEO_LAT":39.767183},"coordinates":[22,64]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/09 19:20:00","GEO_LON":-105.019762,"GEO_LAT":39.769109},"coordinates":[19,64]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/08 11:19:59","GEO_LON":-104.827987,"GEO_LAT":39.786489},"coordinates":[63,72]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/09 08:15:00","GEO_LON":-104.674048,"GEO_LAT":39.851926},"coordinates":[98,99]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/08 21:00:00","GEO_LON":-104.967925,"GEO_LAT":39.674527},"coordinates":[31,25]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/09 20:15:00","GEO_LON":-104.912225,"GEO_LAT":39.772728},"coordinates":[44,66]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/08 23:00:00","GEO_LON":-104.895196,"GEO_LAT":39.746564},"coordinates":[47,55]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/09 19:11:00","GEO_LON":-104.896381,"GEO_LAT":39.741975},"coordinates":[47,53]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/09 05:29:59","GEO_LON":-105.026025,"GEO_LAT":39.734006},"coordinates":[17,50]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/09 11:00:00","GEO_LON":-105.052872,"GEO_LAT":39.713667},"coordinates":[11,41]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/09 12:59:59","GEO_LON":-104.999133,"GEO_LAT":39.711205},"coordinates":[24,40]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/09 06:14:59","GEO_LON":-104.886807,"GEO_LAT":39.785204},"coordinates":[49,71]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/08 18:45:00","GEO_LON":-104.799666,"GEO_LAT":39.783949},"coordinates":[69,71]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/09 15:49:59","GEO_LON":-104.99834,"GEO_LAT":39.747535},"coordinates":[24,55]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/09 07:43:00","GEO_LON":-104.912699,"GEO_LAT":39.769266},"coordinates":[43,64]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/09 17:35:00","GEO_LON":-105.029652,"GEO_LAT":39.70805},"coordinates":[17,39]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/08 21:00:00","GEO_LON":-104.960118,"GEO_LAT":39.740821},"coordinates":[33,53]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/07 20:00:00","GEO_LON":-104.979806,"GEO_LAT":39.742466},"coordinates":[28,53]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/09 09:45:00","GEO_LON":-105.008249,"GEO_LAT":39.767183},"coordinates":[22,64]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/09 15:40:00","GEO_LON":-104.903054,"GEO_LAT":39.758085},"coordinates":[46,60]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/09 23:15:00","GEO_LON":-104.928773,"GEO_LAT":39.675661},"coordinates":[40,25]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/08 18:00:00","GEO_LON":-105.02552,"GEO_LAT":39.782888},"coordinates":[18,70]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/09 16:44:59","GEO_LON":-104.911666,"GEO_LAT":39.699423},"coordinates":[44,35]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/08 20:00:00","GEO_LON":-104.969616,"GEO_LAT":39.677453},"coordinates":[30,26]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/09 12:14:59","GEO_LON":-104.991308,"GEO_LAT":39.744315},"coordinates":[25,54]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/07 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11:19:59","GEO_LON":-105.003938,"GEO_LAT":39.742917},"coordinates":[23,53]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/09 13:40:00","GEO_LON":-104.987148,"GEO_LAT":39.680049},"coordinates":[26,27]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/08 18:00:00","GEO_LON":-104.969632,"GEO_LAT":39.672948},"coordinates":[30,24]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/08 23:00:00","GEO_LON":-104.95769,"GEO_LAT":39.675414},"coordinates":[33,25]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/09 10:15:00","GEO_LON":-104.892776,"GEO_LAT":39.739428},"coordinates":[48,52]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/08 14:29:59","GEO_LON":-105.001965,"GEO_LAT":39.74086},"coordinates":[23,53]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/09 12:59:59","GEO_LON":-105.025683,"GEO_LAT":39.75511},"coordinates":[18,59]},{"type":"Point","properties":{"FIRST_OCCURRENCE_DATE":"2015/04/10 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