The Use of Geographic Information Systems (GIS) in IR 42nd AIR FORUM Toronto, Canada June 4th, 2002 Dan Jardine, Research Analyst Binghamton University (SUNY) What is GIS ? • Geographic Information Systems • Adds Spatial or Visual Component to Data • Effective Method of Portraying Data – Visual Communication Tool – “Have you ever really seen your data?” • Uncovers Spatial Patterns/Relationships • Key Requirement: A Locational Identifier in Data (e.g. Address, ZIP Code, etc.) Areas in IR Where GIS Can be Applied • • • • • Enrollment Management Marketing/Public Relations Student Affairs Alumni Donations Facilities Planning/Management Examples of IR-Related Data That Can be Mapped • Student Data Files • Survey Data (e.g. CIRP) • Admissions Data – (Inquiries, Applications, Admits & Enrollees) • High School Data (e.g. EPS) • Alumni Data • Facilities Data • Demographic Data (e.g. U.S. Census Data) IR Questions GIS Can Help to Address • • • • • • Where do our (best) students come from? Where can we find more students like them? Where should we focus our recruiting resources? Do attitudes/expectations differ by region? Where is the most/least utilized space on campus? Where should we focus our Alumni donations campaign? Selected Cities Within a 300-Mile Radius of Binghamton University 3 les Mi 0 0 2 les Mi 0 0 VT 1 00 s Mile Rochester NH Syracuse Buffalo NY MA BU CT Boston W orcester Providence Cleveland Bridgeport Akron PA RI Newark Pittsburgh NJ OH Philadelphia MD Baltimore W ashington VA DE Locations of Targeted High Schools (Based on # of Students w/1200+ SAT, Considering Out-of-State Colleges, etc.) New York Massachusetts Connecticut Rhode Island Pennsylvania Ohio 0 50 100 miles New Jersey Maryland Legend Delaware NJ-10 Bergen Co. MD-2 Montgomery Metro CT-5 Hartford&Tolland Co. NJ-6 Somerset & Mercer Co. Virginia PA-4 Montgomery Co. PA-10 Southern PA (East) PA-12 Allegheny Co. OH-6 Northeast Ohio (Note: High School Locatios are Based on the "Centroid" of the ZIP Code in which the School Resides 0 35 70 Miles Targeted High Schools in Montgomery County, PA (EPS Region PA-4) Ceeb Hsname 390000 390065 390105 391366 391415 391695 392015 392155 393280 393321 393370 393390 394040 394080 394300 395340 ABINGT ON HIGH SCHOOL ABINGT ON 900 HIGHLAND AVENUE 19001 WISSAHICKON HIGH SCHOOL AMBLER 521 HOUST ON ROAD 19002 LOWER MERION HIGH SCHOOL ARDMORE 245 MONT GOMERY AVENUE 19003 MET HACT ON HIGH SCHOOL NORRIST OWN 1001 KRIEBEL MILL ROAD 19408 UPPER DUBLIN HIGH SCHOOL FT WASHINGT ON 800 LOCH ALSH AVENUE 19034 HAT BORO-HORSHAM SR HIGH SCHOOL HORSHAM 899 HORSHAM ROAD 19044 UPPER MERION AREA HIGH SCHOOL KING OF PRUSSIA 435 CROSSFIELD ROAD 19406 NORT H PENN HIGH SCHOOL LANSDALE 1340 VALLEY FORGE ROAD 19446 CHELT ENHAM T OWNSHIP HIGH SCH WYNCOT E RICES MILL ROAD & CARLT ON AVE 19095 GERMANT OWN ACADEMY FT WASHINGT ON POST OFFICE BOX 287 19034 LA SALLE COLLEGE HIGH SCHOOL WYNDMOOR 8605 CHELT ENHAM AVENUE 19038 MOUNT SAINT JOSEPH ACADEMY FLOURT OWN 120 WEST WISSAHICKON AVENUE 1 9031 PLYMOUT H-WHIT EMARSH HIGH SCH PLYMOUT H MEET ING 201 GERMANT OWN PIKE 19462 HILL SCHOOL T HE POT T ST OWN 717 EAST HIGH ST REET 19464 SPRING-FORD SENIOR HIGH SCHOOL ROYERSFORD 413 SOUT H LEWIS ROAD 19468 UPPER MORELAND HIGH SCHOOL WILLOW GROVE 3000 T ERWOOD ROAD 19090 Hscity Hsstreet Hszip5 Targeted High Schools in Montgomery County, PA (EPS Region PA-4) Bucks HILL SCHOOL THE Montgom ery NORTH PENN HIGH SCHOOL SPRING-FORD SENIOR HIGH SCHOOL HATBORO-HORSHAM SR HIGH SCHOOL WISSAHICKON HIGH SCHOOL METHACTON HIGH SCHOOL UPPER MORELAND HIGH SCHOOL GERMANTOWN ACADEMY UPPER DUBLIN HIGH SCHOOL PLYMOUTH-WHITEMARSH HIGH SCH Chester I 276 ABINGTON HIGH SCHOOL UPPER MERION AREA HIGH SCHOOL LA SALLE COLLEGE HIGH SCHOOL MOUNT SAINT JOSEPH ACADEMY I 76 5 10 I4 76 0 CHELTENHAM TOWNSHIP HIGH SCH Philadelphia Miles LOWER MERION HIGH SCHOOL Note: High School Locations are based on ZIP Code Centroid - These are APPROXIMATE locations and NOT intended to be EXACT locations. I 95 0 40 80 m iles Targeted High Schools in Southern Pa (East) (EPS Region PA-10) Ceeb Hsname Hsstreet Hscity Hszip5 390527 390560 390603 390855 391200 391265 391325 391510 391628 391645 391646 391660 391765 391855 392105 392110 392120 392140 392300 392385 392545 392550 392570 392655 392865 392945 392975 395105 395430 395448 CEDAR CLIFF HIGH SCHOOL CARLISLE HIGH SCHOOL-WEST BLDG CHAMBERSBURG AREA SR HIGH SCH CEDAR CREST HIGH SCHOOL ELIZABET HT OWN AREA HIGH SCHOOL EPHRAT A SENIOR HIGH SCHOOL RED LAND HIGH SCHOOL GET T YSBURG AREA SR HIGH SCHOOL SOUT H WEST ERN HIGH SCHOOL CENT RAL DAUPHIN HIGH SCHOOL CENT RAL DAUPHIN EAST SR HIGH S SUSQUEHANNA T OWNSHIP HIGH SCH HERSHEY HIGH SCHOOL LOWER DAUPHIN HIGH SCHOOL CONEST OGA VALLEY SR HIGH SCH MCCASKEY HIGH SCHOOL LANCAST ER MENNONIT E SCHOOL HEMPFIELD HIGH SCHOOL WARWICK HIGH SCHOOL MANHEIM CENT RAL HIGH SCHOOL CUMBERLAND VALLEY HIGH SCHOOL MECHANICSBURG AREA SR HIGH SCH MERCERSBURG ACADEMY PENN MANOR HIGH SCHOOL MANHEIM T OWNSHIP HIGH SCHOOL GARDEN SPOT HIGH SCHOOL NEW OXFORD HIGH SCHOOL WAYNESBORO AREA SR HIGH SCHOOL CENT RAL YORK HIGH SCHOOL YORK SUBURBAN SR HIGH SCHOOL CARLISLE & WARWICK ROADS 623 WEST PENN ST REET 511 SOUT H SIXT H ST REET 115 EAST EVERGREEN ROAD 600 EAST HIGH ST REET 803 OAK BOULEVARD 560 FISHING CREEK ROAD LEFEVER AVENUE 200 BOWMAN ROAD 4600 LOCUST LANE 626 RUT HERFORD ROAD 3500 ELMERT ON AVENUE HOMEST EAD ROAD 201 SOUT H HANOVER ST REET 2110 HORSESHOE ROAD 445 NORT H RESERVOIR ST REET 2176 LINCOLN HIGHWAY EAST 200 ST ANLEY AVENUE 301 WEST ORANGE ST REET 400 ADELE AVENUE 6746 CARLISLE PIKE 500 SOUT H BROAD ST REET 300 EAST SEMINARY ST REET BOX 1001 EAST COT T AGE AVENUE POST OFFICE BOX 5134 669 EAST MAIN ST REET 130 BERLIN ROAD 550 EAST SECOND ST REET 300 EAST SEVENT H AVENUE 1800 HOLLYWOOD DRIVE CAMP HILL CARLISLE CHAMBERSBURG LEBANON ELIZABET HT OWN EPHRAT A LEWISBERRY GET T YSBURG HANOVER HARRISBURG HARRISBURG HARRISBURG HERSHEY HUMMELST OWN LANCAST ER LANCAST ER LANCAST ER LANDISVILLE LIT IT Z MANHEIM MECHANICSBURG MECHANICSBURG MERCERSBURG MILLERSVILLE LANCAST ER NEW HOLLAND NEW OXFORD WAYNESBORO YORK YORK 17011 17013 17201 17042 17022 17522 17339 17325 17331 17109 17109 17109 17033 17036 17601 17602 17602 17538 17543 17545 17055 17055 17236 17551 17606 17557 17350 17268 17404 17403 Targeted High Schools in Southern PA (East) (EPS Region PA-10) 0 10 20 1 I8 Miles I 78 Dauphin Perry Lebanon SUSQUEHANNA TOWNSHIP HIGH SCH CENTRAL DAUPHIN EAST SR HIGH S CEDAR CREST HIGH SCHOOL CENTRAL DAUPHIN HIGH SCHOOL HERSHEY HIGH SCHOOL MECHANICSBURG AREA SR HIGH SCH I 76 LOWER DAUPHIN HIGH SCHOOL CEDAR CLIFF HIGH SCHOOL EPHRATA SENIOR HIGH SCHOOL MANHEIM CENTRAL HIGH SCHOOL CUMBERLAND VALLEY HIGH SCHOOL CARLISLE HIGH SCHOOL-WEST BLDG ELIZABETHTOWN AREA HIGH SCHOOL WARWICK HIGH SCHOOL GARDEN SPOT HIGH SCHOOL RED LAND HIGH SCHOOL Cum berland HEMPFIELD HIGH SCHOOL CONESTOGA VALLEY SR HIGH SCH I 83 MANHEIM TOWNSHIP HIGH SCHOOL PENN MANOR HIGH SCHOOL MCCASKEY HIGH SCHOOL CHAMBERSBURG AREA SR HIGH SCH CENTRAL YORK HIGH SCHOOL Adam s Franklin LANCASTER MENNONITE SCHOOL NEW OXFORD HIGH SCHOOL YORK SUBURBAN SR HIGH SCHOOL GETTYSBURG AREA SR HIGH SCHOOL MERCERSBURG ACADEMY York Lancaster WAYNESBORO AREA SR HIGH SCHOOL SOUTH WESTERN HIGH SCHOOL Note: High School Locations are based on ZIP Code Centroid - These are APPROXIMATE locations and NOT intended to be EXACT locations. Targeted High Schools in Bergen County, NJ (EPS Region NJ-10) 0 20 40 miles Ceeb Hsname 310001 310090 310240 310265 310370 310390 310395 310402 310438 310460 310540 310690 310742 311041 311051 311053 311054 311071 311072 311073 311285 311290 311305 311310 311450 311455 NORT HERN HIGHLANDS REG HIGH SC HILLSIDE AVENUE ALLENDALE BERGENFIELD HIGH SCHOOL 80 SOUT H PROSPECT AVENUE BERGENFIELD CLIFFSIDE PARK HIGH SCHOOL PALISADE & RIVERVIEW AVENUES CLIFFSIDE PARK NORT HERN VALLEY REG HIGH SCH150 KNICKERBOCKER ROAD DEMAREST FAIR LAWN HIGH SCHOOL BERDAN AVENUE FAIR LAWN ACADEMY OF HOLY ANGELS 315 HILLSIDE AVENUE DEMAREST FORT LEE HIGH SCHOOL 3000 LEMOINE AVENUE FT LEE RAMAPO HIGH SCHOOL GEORGE ST REET FRANKLIN LAKES GLEN ROCK HIGH SCHOOL 400 HAMILT ON AVENUE GLEN ROCK HACKENSACK HIGH SCHOOL FIRST & BEECH ST REET S HACKENSACK PASCACK VALLEY HIGH SCHOOL PIERMONT AVENUE HILLSDALE LEONIA HIGH SCHOOL 100 CHRIST IE HEIGHT S ST REET LEONIA MAHWAH HIGH SCHOOL 50 RIDGE ROAD MAHWAH INDIAN HILLS HIGH SCHOOL 97 YAWPO AVENUE OAKLAND NORT HERN VALLEY REGIONAL H SCENT RAL AVENUE OLD T APPAN BERGEN CAT HOLIC HIGH SCHOOL 1040 ORADELL AVENUE ORADELL RIVER DELL REG HIGH SCHOOL PYLE ST REET ORADELL PARAMUS CAT HOLIC HIGH SCHOOL425 PARAMUS ROAD PARAMUS IMMACULAT E HEART ACADEMY 500 VAN EMBURGH AVENUE WASHINGT ON T WP PARAMUS HIGH SCHOOL 99 EAST CENT URY ROAD PARAMUS DON BOSCO PREP HIGH SCHOOL 492 NORT H FRANKLIN T URNPIKERAMSEY RAMSEY HIGH SCHOOL EAST MAIN ST REET RAMSEY RIDGEFIELD PARK JR-SR HIGH SCH1 OZZIE NELSON DRIVE RIDGEFIELD PARK RIDGEWOOD HIGH SCHOOL 627 EAST RIDGEWOOD AVENUE RIDGEWOOD T EANECK HIGH SCHOOL 100 ELIZABET H AVENUE T EANECK T ENAFLY HIGH SCHOOL COLUMBUS DRIVE T ENAFLY Hsstreet Hscity State Hszip5 NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ 07401 07621 07010 07627 07410 07627 07024 07417 07452 07601 07642 07605 07430 07436 07675 07649 07649 07652 07675 07652 07446 07446 07660 07451 07666 07670 Targeted High Schools in Bergen County, NJ (EPS Region NJ-10) I 87/I 287 MAHWAH HIGH SCHOOL RAMSEY HIGH SCHOOL DON BOSCO PREP HIGH SCHOOL INDIAN HILLS HIGH SCHOOL NORTHERN HIGHLANDS REG HIGH SC 87 I2 PASCACK VALLEY HIGH SCHOOL RAMAPO HIGH SCHOOL IMMACULATE HEART ACADEMY NORTHERN VALLEY REGIONAL H S RIVER DELL REG HIGH SCHOOL PARAMUS HIGH SCHOOL ACADEMY OF HOLY ANGELS GLEN ROCK HIGH SCHOOL NORTHERN VALLEY REG HIGH SCH BERGEN CATHOLIC HIGH SCHOOL RIDGEWOOD HIGH SCHOOL PARAMUS CATHOLIC HIGH SCHOOL BERGENFIELD HIGH SCHOOL I 87 FAIR LAWN HIGH SCHOOL TENAFLY HIGH SCHOOL I 80 TEANECK HIGH SCHOOL HACKENSACK HIGH SCHOOL 0 2.5 5 LEONIA HIGH SCHOOL miles RIDGEFIELD PARK JR-SR HIGH SCH FORT LEE HIGH SCHOOL CLIFFSIDE PARK HIGH SCHOOL Note: High School Locations are based on ZIP Code Centroid - These are APPROXIMATE locations and NOT intended to be EXACT locations. NAME Clinton Franklin Essex Jefferson Lew is Hamilton Herkimer Washington Warren Osw ego Oneida Cayuga Saratoga Orleans Niagara Monroe Wayne Fulton Onondaga Madison Genesee Erie Montgomery Ontario Seneca Livingston Rensselaer Schenectady Otsego Wyoming Schoharie Albany Cortland Yates Chenango Tompkins Steuben Chautauqua Schuyler Cattaraugus Allegany Delaw are Columbia INQUIRE99EK APPLY99EK ADMIT99EK 83 34 29 83 15 9 39 36 49 136 231 64 231 28 119 732 64 25 716 105 36 716 34 71 39 56 111 182 89 28 55 368 81 11 131 198 134 69 25 51 39 101 51 35 13 17 31 6 2 11 14 17 51 94 26 120 8 39 336 29 11 347 43 9 337 13 28 19 23 55 101 42 13 19 211 27 2 43 94 34 32 7 29 5 47 21 18 6 8 14 3 1 9 9 8 26 55 18 50 2 14 152 13 6 169 22 3 127 6 15 9 12 33 37 22 6 8 88 15 0 18 35 21 11 3 14 3 22 16 ENROLL99EK APP_Rate ACCEPT_Rate ENROLL_Rate Total_Stud_F99 5 0 1 4 1 1 3 5 2 8 10 5 17 1 3 33 2 0 35 7 1 22 1 1 3 5 9 9 7 2 2 20 5 0 4 12 6 2 0 5 2 11 6 42 38 59 37 40 22 28 39 35 38 41 41 52 29 33 46 45 44 48 41 25 47 38 39 49 41 50 55 47 46 35 57 33 18 33 47 25 46 28 57 13 47 41 51 46 47 45 50 50 82 64 47 51 59 69 42 25 36 45 45 55 49 51 33 38 46 54 47 52 60 37 52 46 42 42 56 0 42 37 62 34 43 48 60 47 76 28 0 13 29 33 100 33 56 25 31 18 28 34 50 21 22 15 0 21 32 33 17 17 7 33 42 27 24 32 33 25 23 33 0 22 34 29 18 0 36 67 50 38 20 3 5 22 2 3 11 16 11 41 57 29 60 9 24 166 7 6 226 32 6 133 6 19 13 11 36 51 60 10 17 133 41 3 171 132 40 17 7 15 11 63 17 Number of Students by "Permanent" County Clinton 20 St. Lawrence Franklin Fall 1999 Semester 3 13 Essex Jefferson 22 5 Lewis 2 Hamilton Warren 11 Herkimer 3 Washington 41 Orleans Niagara Oneida 11 Wayne 9 24 Fulton Saratoga 16 Monroe 57 7 6 Genesee 166 60 Onondaga 6 Ontario Cayuga 226 Madison Montgomery 6Schenectady 32 51 Livingston 19 Seneca29 Erie Rensselaer Yates 13 Albany 36 11 133 Wyoming 10 Otsego Cortland Schoharie 3 133 Tompkins 41Chenango 60 17 Schuyler Oswego 132 7 7 171 Chautauqua CattaraugusAllegany Steuben TiogaBroome 17 15 11 40 Chemung 87 207 2,209 Delaware (Fall 1999) 500 to 2,470 (6) 250 to 500 (4) 100 to 250 (9) 50 to 100 (9) 25 to 50 (6) 0 to 25 (28) 17 63 Sullivan Number of Students Greene 12 Columbia Ulster 97 Dutchess 153 74 Putnam Orange 67 Westchester 203 Rockland Bronx 332 New York (Manhattan) 359 527 Nassau 1,330 456 Queens Richmond Kings 1,276 (Staten Island) 764 320 Suffolk 711 Number of Students by ZIP Code Fall 1999 Semester Number of Students (Fall 1999) 500 to 2,470 (6) 250 to 500 (4) 100 to 250 (9) 50 to 100 (9) 25 to 50 (6) 0 to 25 (28) 0 50 miles 100 Average SAT Scores by County 1,172 Freshmen, 1998 0 1,110 1,170 1,217 0 0 1,190 1,253 1,230 1,258 1,130 1,222 1,180 Monroe 1,230 Ontario 1,197 Onondaga 1,225 1,210 Seneca 1,330 Chautauqua 0 1,280 1,134 0 1,165 Rensselaer Albany 1,245 1,064 1,260 Steuben Washington Saratoga Schenectady 1,323 0 1,237 1,080 Oneida 1,249 1,200 1,340 Erie 1,095 0 1,181 1,140 1,217 1,189 1,184 1,177 1,228 Broome 1,265 Average SAT Score 1,300 to 1,350 (3) 1,250 to 1,300 (9) 1,200 to 1,250 (22) 1,150 to 1,200 (12) 1,000 to 1,150 (9) 0 to 0 (7) Ulster 1,233 1,251 Sullivan 1,223 1,211 1,258 1,226 Rockland 1,148 1,087 1,204 1,226 1,234 1,154 1,201 Inquiries by County - Fall 1999 83 New York State 34 107 29 83 15 9 28 119 Rochester 25 71 56 28 69 716 11 51 39 34 39 89 81 25 148 182 368 55 ALBANY 131 198 134 139 231 Syracuse 64 Buffalo 716 36 231 732 36 49 39 136 596 Binghamton 50 51 101 215 Number of Inquiries 1,000 to 4,280 500 to 1,000 150 to 500 100 to 150 50 to 100 0 to 50 0 50 100 383 156 miles 214 545 905 1,860 2,003 2,093 2,479 Stony Brook 3,595 933 3,615 4,273 Percent of Inquiries Who Apply 42 New York State, Fall 1999 38 21 By County 59 37 40 22 33 29 46 44 41 49 41 46 18 13 38 48 41 39 47 33 28 57 39 45 Buffalo 46 41 Rochester 25 47 35 28 38 50 55 57 35 ALBANY 33 47 25 27 52 47 42 60 41 47 48 Percent Applying 55 to 60 (9) 50 to 55 (8) 45 to 50 (14) 35 to 45 (18) 13 to 35 (13) 60 43 0 50 miles 100 48 59 53 53 45 57 59 52 51 53 Stony Brook 51 Percent of Applicants Admitted 51 New York State, Fall 1999 46 73 By County 47 45 50 50 Rochester 36 25 64 59 45 45 49 Buffalo 38 54 48 51 69 46 52 56 62 60 42 37 60 0 43 34 55 Syracuse 47 52 46 47 82 51 42 Ithaca 37 53 47 42 42 57 52 ALBANY 76 47 Binghamton 46 Percent Admitted 60 to 82 50 to 60 45 to 50 40 to 45 25 to 40 0 to 0 (8) (14) (20) (9) (10) (1) 47 42 0 50 100 45 42 miles 47 46 29 Stony Brook 48 32 48 44 31 40 Percent of Admits Who Enroll New York State, Fall 1999 28 0 31 By County 13 29 33 100 21 50 0 42 33 32 28 7 67 24 27 29 32 33 0 36 17 33 0 18 34 21 33 17 56 18 15 22 25 33 31 55 23 25 22 34 45 ChemungTioga 35 58 Broome 38 50 Delaware Sullivan 31 50 to 100 (8) 35 to 50 (5) 30 to 35 (20) 25 to 30 (12) 15 to 25 (11) 0 to 15 (6) 28 54 Percent Enrolled 28 31 Mean = 31% 33 25 33 28 32 30 27 33 31 Percent of CIRP Respondents Indicating BU as "First Choice College" By ZIP Code, 1998 Percent BU First Choice 75 to 100 (231) 50 to 75 (145) 33 to 50 (38) 1 to 33 (11) 0 (1173) 0 50 miles 100 Percent of CIRP Respondents Indicating "Rankings in National Magazines" Was a "Very Important" Factor in Choosing BU 17 SUNY COLLEGE AT PLATTSBU SUNY COLLEGE AT POTSDAM 80 SUNY COLLEGE AT OSWEGO SUNY COLLEGE AT BROCKPORT 33 40 67 36 39 50 38 50 29 33 67 31 SUNY AT ALBANY 20 SUNY COLLEGE AT CORTLAND 33 SUNY COLLEGE AT ONEONTA 38 38 30 38 18 SUNY COLLEGE AT FREDONIA 33 67 SYRACUSE UNIVERSITY SUNY AT BUFFALO SUNY COLLEGE AT BUFFALO 33 50 17 100 31 24 25 11 50 34COLLEGE AT NEW PALTZ SUNY 43 Percent "Rankings" Very Important 50 to 100 33 to 50 25 to 33 10 to 25 (9) (19) (10) (7) 35 36 24 28 SUNY COLLEGE AT PURCHASE 29 SUNY AT STONY BROOK 36 33 30 27 SUNY COLLEGE AT OLD WEST 31 34 Number of Persons Aged 15-19 By ZIP Code New York State Number of 15-19 Yr Olds 1,000to 9,140 500 to 1,000 250 to 500 100 to 250 0 to 100 (377) (189) (238) (306) (488) 0 50 miles 100 Number of Students by ZIP Code Fall 1999 Semester With Population of 15-19 Year Olds Overlay Number of Students By ZIP Code 26 to 551 11 to 25 6 to 10 3 to 5 1 to 2 0 (87) (204) (128) (212) (327) (640) 0 50 miles 100 Median Household Income By ZIP Code, 1999 New York State Median Income 45,000to 120,000 (268) 35,000to 45,000 (282) 30,000to 35,000 (289) 25,000to 30,000 (389) 5,000to 25,000 (349) 0 50 miles 100 Median Household Income By ZIP Code, 1999 New York State With Count of "Recent" Alumni Giving Median Income 45,000to 120,000 35,000to 45,000 30,000to 35,000 25,000to 30,000 5,000 to 25,000 (268) (282) (289) (389) (349) 0 50 miles 100