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need help completing math 240 project 1
Median Housing Price Model for D. M. Pan National Real Estate Company 3
[Note: To complete this template, replace the bracketed text with your own content. Remove this note before you submit your outline.]
Report: Median Housing Price Prediction Model for D. M. Pan National Real Estate Company
[Your Name]
Median Housing Price Prediction Model for D. M. Pan National Real Estate Company 1
Southern New Hampshire University
Introduction
[Describe the report: Include in this section a brief overview, including the purpose of the report and your approach.]
Data Collection
[Sampling the data: Outline how you obtained your sample data, including the response and predictor variables.]
[Scatterplot: Insert a correctly labeled scatterplot of your chosen variables.]

Data Analysis
[Describe your study briefly. Discuss the requirements of the data sets for a linear regression. Explain the difference between response and predictor variables in a linear regression to justify the selection of variables.]
[Histogram: Insert the histogram of the two variables. Be sure to include appropriate labels.]
[Summary statistics: Insert a table to show the summary statistics.]
[Interpret the graphs and statistics: Describe the shape, center, spread, and any unusual characteristic (outliers, gaps, etc.) and what they mean based on your sample data and the graphs you created.]
[Explain how these characteristics of the sample data compare to the same characteristics of the national population. Also, determine whether your sample is representative of the national housing market sales.]
The Regression Model
[Scatterplot: Include the scatterplot graph of the sample with a line of best fit.]
[Based on your graph, explain whether a regression model can be developed for the data and how.]
[Discuss associations: Explain the associations in the scatterplot, including the direction, strength, form in the context of your model.]
[Find r: Calculate the correlation coefficient and explain how it aligns with your interpretation of the data from the scatterplot.]
The Line of Best Fit
[Regression equation: Insert the regression equation.]
[Interpret regression equation: Interpret the slope and intercept in context.]
[Strength of the equation: Interpret the strength of the regression equation, R-squared.]
[Use regression equation to make predictions: Use the regression equation to make a sample prediction.]
Conclusions
[Summarize findings: Summarize your findings in clear and concise plain language. Outline any questions arising from the study that might be interesting for follow-up research.]

project 1 data

Real Estate County Data for 2019 Source: https://www.realtor.com/research/data/

2019 County Data (n=978) Excel Filename created: “RDC_Inventory_Core_Metrics_County_History.csv”

County level measures are based on averages

Region State County median listing price median $’s per square foot median square feet

East North Central il adams $135,215 $88 1598

East North Central il champaign $191,054 $107 1760

East North Central il coles $93,141 $65 1591

East North Central il cook $314,629 $166 1442

East North Central il dekalb $210,494 $108 1844

East North Central il dupage $412,547 $181 2203

East North Central il grundy $254,322 $118 1936

East North Central il henry $110,053 $69 1449

East North Central il jackson $99,574 $64 1620

East North Central il kane $321,961 $136 2329

East North Central il kankakee $151,231 $96 1577

East North Central il kendall $266,967 $119 2140

East North Central il knox $106,418 $67 1590

East North Central il la salle $127,516 $84 1482

East North Central il lake $408,310 $159 2529

East North Central il macon $106,893 $61 1749

East North Central il macoupin $94,494 $64 1494

East North Central il madison $128,071 $82 1591

East North Central il mchenry $279,481 $124 2173

East North Central il mclean $157,728 $89 1780

East North Central il ogle $178,639 $90 1867

East North Central il peoria $127,413 $71 1811

East North Central il rock island $121,610 $88 1440

East North Central il sangamon $145,027 $81 1781

East North Central il st. clair $156,788 $82 1767

East North Central il stephenson $106,561 $60 1704

East North Central il tazewell $138,981 $78 1803

East North Central il vermilion $78,821 $54 1577

East North Central il whiteside $103,858 $71 1457

East North Central il will $289,846 $132 2181

East North Central il williamson $130,832 $76 1651

East North Central il winnebago $133,320 $76 1676

East North Central in allen $212,572 $98 1927

East North Central in bartholomew $280,054 $101 2712

East North Central in boone $448,568 $118 3700

East North Central in clark $249,307 $121 1876

East North Central in dearborn $220,555 $95 1778

East North Central in delaware $107,724 $69 1540

East North Central in elkhart $198,174 $92 2117

East North Central in floyd $232,319 $105 2098

East North Central in grant $75,309 $53 1510

East North Central in hamilton $378,444 $115 3483

East North Central in hancock $322,137 $106 3098

East North Central in hendricks $290,093 $108 2662

East North Central in henry $83,253 $57 1545

East North Central in howard $124,139 $77 1571

East North Central in johnson $274,236 $106 2641

East North Central in kosciusko $252,047 $131 1864

East North Central in la porte $251,713 $114 1898

East North Central in lake $215,915 $111 1902

East North Central in lawrence $155,672 $87 1745

East North Central in madison $105,965 $63 1709

East North Central in marion $210,745 $96 2126

East North Central in monroe $310,446 $137 2113

East North Central in morgan $235,101 $104 2267

East North Central in porter $309,355 $124 2401

East North Central in st. joseph $173,080 $90 1839

East North Central in tippecanoe $260,405 $110 2255

East North Central in vanderburgh $129,848 $81 1695

East North Central in vigo $94,994 $63 1606

East North Central in warrick $253,514 $106 2413

East North Central in wayne $91,427 $64 1541

East North Central mi allegan $302,151 $157 1913

East North Central mi barry $226,830 $116 1928

East North Central mi bay $102,450 $76 1434

East North Central mi berrien $332,796 $146 2131

East North Central mi calhoun $149,855 $85 1686

East North Central mi cass $247,961 $138 1707

East North Central mi clinton $242,100 $121 1991

East North Central mi eaton $200,486 $100 1914

East North Central mi genesee $175,373 $108 1585

East North Central mi grand traverse $354,811 $194 1696

East North Central mi ingham $157,511 $95 1628

East North Central mi ionia $173,249 $98 1792

East North Central mi isabella $162,376 $89 1751

East North Central mi jackson $161,705 $93 1676

East North Central mi kalamazoo $247,848 $113 2067

East North Central mi kent $294,443 $136 2098

East North Central mi lapeer $250,866 $140 1854

East North Central mi lenawee $172,305 $108 1626

East North Central mi livingston $320,810 $161 1969

East North Central mi macomb $227,820 $135 1654

East North Central mi marquette $197,664 $116 1498

East North Central mi midland $194,042 $101 1786

East North Central mi monroe $200,123 $117 1721

East North Central mi montcalm $165,194 $99 1678

East North Central mi muskegon $186,990 $102 1696

East North Central mi oakland $356,046 $165 2141

East North Central mi ottawa $317,160 $148 2118

East North Central mi saginaw $135,287 $83 1581

East North Central mi shiawassee $148,682 $96 1512

East North Central mi st. clair $220,498 $125 1674

East North Central mi st. joseph $190,389 $100 1847

East North Central mi van buren $288,037 $151 1927

East North Central mi washtenaw $386,643 $191 2005

East North Central mi wayne $129,273 $103 1327

East North Central oh allen $135,852 $82 1626

East North Central oh ashland $145,082 $88 1556

East North Central oh ashtabula $136,560 $76 1539

East North Central oh athens $169,160 $68 1090

East North Central oh belmont $119,143 $76 1546

East North Central oh butler $236,344 $94 1582

East North Central oh clark $122,454 $83 1471

East North Central oh clermont $305,466 $115 1828

East North Central oh columbiana $123,632 $71 1505

East North Central oh cuyahoga $167,181 $89 1722

East North Central oh darke $114,255 $74 1563

East North Central oh delaware $440,864 $143 3099

East North Central oh erie $220,956 $106 1726

East North Central oh fairfield $241,069 $113 1961

East North Central oh franklin $277,720 $137 1822

East North Central oh geauga $361,668 $115 2758

East North Central oh greene $219,241 $98 1679

East North Central oh hamilton $270,027 $110 1571

East North Central oh hancock $212,813 $105 1934

East North Central oh huron $137,148 $80 1667

East North Central oh jefferson $97,735 $64 1405

East North Central oh knox $192,226 $92 1686

East North Central oh lake $200,285 $103 1751

East North Central oh lawrence $136,922 $86 1574

East North Central oh licking $247,030 $118 1963

East North Central oh lorain $193,257 $96 1816

East North Central oh lucas $135,854 $89 1598

East North Central oh mahoning $130,292 $72 1597

East North Central oh marion $99,970 $75 1446

East North Central oh medina $295,120 $116 2392

East North Central oh miami $224,955 $95 1744

East North Central oh montgomery $135,456 $82 1485

East North Central oh muskingum $178,592 $89 1833

East North Central oh pickaway $187,420 $108 1795

East North Central oh portage $222,828 $104 1976

East North Central oh richland $124,954 $79 1552

East North Central oh ross $147,978 $99 1473

East North Central oh sandusky $121,552 $76 1633

East North Central oh scioto $116,585 $74 1591

East North Central oh seneca $111,671 $71 1632

East North Central oh stark $167,376 $91 1726

East North Central oh summit $143,028 $90 1531

East North Central oh trumbull $105,326 $62 1532

East North Central oh tuscarawas $147,157 $85 1503

East North Central oh union $251,187 $122 1928

East North Central oh warren $361,191 $113 1941

East North Central oh washington $179,427 $92 1866

East North Central oh wayne $185,393 $105 1651

East North Central oh wood $246,079 $118 2075

East North Central wi brown $290,112 $125 1984

East North Central wi calumet $193,293 $103 1789

East North Central wi chippewa $226,137 $121 1720

East North Central wi columbia $272,602 $128 1968

East North Central wi dane $372,965 $168 2132

East North Central wi dodge $229,174 $117 1736

East North Central wi douglas $202,147 $121 1588

East North Central wi eau claire $230,510 $117 1880

East North Central wi fond du lac $172,589 $97 1682

East North Central wi grant $166,765 $89 1877

East North Central wi jefferson $284,994 $144 1988

East North Central wi kenosha $277,265 $141 1840

East North Central wi la crosse $265,857 $118 2127

East North Central wi manitowoc $156,276 $90 1745

East North Central wi marathon $206,244 $99 2012

East North Central wi milwaukee $170,059 $120 1440

East North Central wi outagamie $288,793 $123 2079

East North Central wi ozaukee $495,568 $176 2472

East North Central wi portage $217,479 $106 2037

East North Central wi racine $265,164 $133 1701

East North Central wi rock $218,531 $114 1802

East North Central wi sauk $252,807 $131 1832

East North Central wi sheboygan $242,461 $129 1643

East North Central wi st. croix $325,794 $158 2094

East North Central wi walworth $331,738 $166 1879

East North Central wi washington $338,276 $148 2116

East North Central wi waukesha $454,316 $172 2451

East North Central wi winnebago $224,277 $110 1818

East North Central wi wood $165,051 $85 1817

East South Central al autauga $222,915 $97 2268

East South Central al baldwin $343,107 $157 1991

East South Central al blount $196,315 $104 1862

East South Central al calhoun $139,222 $81 1699

East South Central al coffee $180,057 $91 1945

East South Central al colbert $174,531 $82 2025

East South Central al cullman $230,323 $107 2043

East South Central al dale $132,211 $73 1739

East South Central al elmore $230,043 $101 2045

East South Central al etowah $171,312 $79 2051

East South Central al houston $187,302 $93 2082

East South Central al jackson $182,322 $93 2003

East South Central al jefferson $236,029 $120 1762

East South Central al lauderdale $200,476 $92 2098

East South Central al lee $283,911 $117 2381

East South Central al limestone $262,265 $110 2368

East South Central al madison $272,291 $107 2588

East South Central al marshall $231,376 $97 2307

East South Central al mobile $179,192 $93 1830

East South Central al montgomery $198,906 $90 2070

East South Central al morgan $208,151 $92 2236

East South Central al russell $171,943 $80 2027

East South Central al shelby $337,981 $137 2466

East South Central al st. clair $227,248 $122 1859

East South Central al talladega $164,177 $90 1810

East South Central al tuscaloosa $234,492 $123 1808

East South Central al walker $155,773 $81 1813

East South Central ky boone $303,341 $88 1357

East South Central ky boyd $131,828 $69 1845

East South Central ky bullitt $263,951 $127 1964

East South Central ky campbell $266,046 $93 1331

East South Central ky christian $157,317 $95 1641

East South Central ky daviess $200,036 $103 1885

East South Central ky fayette $307,807 $132 2308

East South Central ky franklin $215,678 $103 1937

East South Central ky hardin $215,134 $98 2079

East South Central ky henderson $169,269 $94 1781

East South Central ky hopkins $136,254 $83 1730

East South Central ky jefferson $272,991 $125 2059

East South Central ky jessamine $313,381 $124 2492

East South Central ky kenton $239,476 $79 1176

East South Central ky laurel $185,918 $94 1938

East South Central ky madison $223,330 $107 2003

East South Central ky mccracken $173,171 $89 1967

East South Central ky oldham $390,609 $140 2818

East South Central ky pulaski $181,216 $74 1588

East South Central ky scott $284,542 $124 2291

East South Central ky warren $273,027 $122 2141

East South Central ms desoto $272,396 $103 2446

East South Central ms forrest $138,286 $56 1358

East South Central ms hancock $222,636 $114 1826

East South Central ms harrison $215,519 $105 1942

East South Central ms hinds $160,493 $81 1983

East South Central ms jackson $173,821 $92 1896

East South Central ms jones $162,864 $65 1891

East South Central ms lafayette $272,587 $131 1705

East South Central ms lamar $229,208 $89 1765

East South Central ms lauderdale $150,470 $72 1985

East South Central ms lee $217,755 $96 2305

East South Central ms lowndes $172,746 $84 1995

East South Central ms madison $383,014 $138 2823

East South Central ms oktibbeha $256,304 $141 1675

East South Central ms pearl river $188,360 $98 1945

East South Central ms rankin $269,900 $120 2228

East South Central ms warren $144,309 $80 1833

East South Central tn anderson $243,971 $110 2057

East South Central tn blount $305,363 $132 2368

East South Central tn bradley $248,360 $116 2179

East South Central tn carter $161,777 $95 1699

East South Central tn coffee $245,765 $116 2093

East South Central tn cumberland $244,879 $113 2030

East South Central tn davidson $368,237 $204 1954

East South Central tn dickson $266,698 $150 1840

East South Central tn greene $200,778 $102 1936

East South Central tn hamblen $204,633 $103 2077

East South Central tn hamilton $318,038 $134 2320

East South Central tn hawkins $173,769 $98 1680

East South Central tn jefferson $291,508 $131 2189

East South Central tn knox $303,574 $126 2406

East South Central tn loudon $376,042 $141 2647

East South Central tn madison $169,445 $82 1978

East South Central tn maury $320,556 $148 2299

East South Central tn mcminn $179,252 $98 1800

East South Central tn montgomery $258,870 $117 2273

East South Central tn putnam $267,793 $119 2255

East South Central tn roane $275,057 $118 2088

East South Central tn robertson $293,579 $138 2216

East South Central tn rutherford $327,340 $141 2390

East South Central tn sevier $321,584 $155 2126

East South Central tn sullivan $203,127 $97 2038

East South Central tn sumner $349,224 $147 2431

East South Central tn washington $250,241 $112 2131

East South Central tn williamson $638,563 $196 3314

East South Central tn wilson $390,161 $153 2606

Mid Atlantic nj atlantic $254,825 $87 1029

Mid Atlantic nj burlington $260,771 $134 1851

Mid Atlantic nj camden $197,939 $113 1620

Mid Atlantic nj cape may $439,536 $168 991

Mid Atlantic nj cumberland $144,251 $85 1358

Mid Atlantic nj gloucester $208,161 $112 1757

Mid Atlantic nj hudson $536,367 $287 697

Mid Atlantic nj hunterdon $500,731 $58 826

Mid Atlantic nj mercer $350,771 $165 1628

Mid Atlantic nj monmouth $529,960 $160 1290

Mid Atlantic nj ocean $335,442 $148 1470

Mid Atlantic nj salem $138,696 $88 1529

Mountain az cochise $200,261 $113 1792

Mountain az coconino $471,580 $227 2217

Mountain az gila $360,235 $192 1944

Mountain az maricopa $394,964 $185 2249

Mountain az mohave $304,891 $171 1765

Mountain az navajo $300,469 $163 1926

Mountain az pima $291,769 $150 2027

Mountain az pinal $253,131 $132 2013

Mountain az yavapai $457,534 $204 2216

Mountain az yuma $228,601 $132 1684

Mountain co adams $418,735 $168 2576

Mountain co arapahoe $450,405 $188 2527

Mountain co boulder $620,894 $267 2687

Mountain co broomfield $598,153 $179 3517

Mountain co denver $534,393 $330 1680

Mountain co douglas $595,512 $174 3945

Mountain co eagle $699,443 $368 1765

Mountain co el paso $421,507 $151 3050

Mountain co garfield $611,190 $260 2445

Mountain co jefferson $542,946 $213 2728

Mountain co la plata $540,468 $261 2092

Mountain co larimer $446,208 $181 2661

Mountain co mesa $348,958 $177 1966

Mountain co pueblo $260,652 $116 2078

Mountain co weld $417,120 $149 2953

Mountain id ada $399,254 $184 2285

Mountain id bannock $255,125 $105 2506

Mountain id bonneville $283,417 $103 2814

Mountain id canyon $287,786 $151 2024

Mountain id kootenai $452,679 $204 2234

Mountain id twin falls $265,805 $139 2011

Mountain mt cascade $237,824 $114 2111

Mountain mt flathead $485,857 $222 2242

Mountain mt gallatin $601,894 $256 2323

Mountain mt lewis and clark $318,840 $148 2173

Mountain mt missoula $404,510 $196 2196

Mountain mt yellowstone $281,365 $125 2302

Mountain nm bernalillo $266,025 $136 2031

Mountain nm chaves $201,301 $95 2013

Mountain nm curry $174,715 $92 1814

Mountain nm dona ana $223,966 $116 1944

Mountain nm eddy $257,083 $135 1909

Mountain nm lea $186,791 $104 1798

Mountain nm mckinley $134,150 $87 1534

Mountain nm otero $190,429 $108 1822

Mountain nm san juan $217,747 $116 1870

Mountain nm sandoval $304,791 $138 2271

Mountain nm santa fe $581,955 $235 2320

Mountain nm valencia $231,239 $114 2034

Mountain nv carson city $384,714 $215 1846

Mountain nv clark $319,031 $173 1838

Mountain nv douglas $679,476 $299 2347

Mountain nv elko $290,651 $146 1936

Mountain nv lyon $328,101 $176 1855

Mountain nv washoe $467,923 $233 2115

Mountain ut cache $318,946 $119 2783

Mountain ut davis $398,894 $139 3101

Mountain ut salt lake $446,480 $165 2767

Mountain ut tooele $336,615 $119 2951

Mountain ut utah $397,203 $132 3234

Mountain ut washington $408,547 $180 2243

Mountain ut weber $370,096 $136 2629

Mountain wy laramie $324,248 $129 2545

Mountain wy natrona $238,555 $116 2125

New England ct fairfield $724,202 $274 2792

New England ct hartford $259,886 $145 1783

New England ct litchfield $340,624 $158 2095

New England ct middlesex $341,102 $168 1944

New England ct new haven $269,282 $153 1701

New England ct new london $287,111 $157 1788

New England ct tolland $272,660 $139 1923

New England ct windham $248,929 $143 1696

New England ma barnstable $585,351 $326 1850

New England ma berkshire $382,260 $186 2020

New England ma bristol $399,873 $214 1852

New England ma essex $572,158 $278 2082

New England ma franklin $271,549 $144 1862

New England ma hampden $248,696 $150 1702

New England ma hampshire $355,241 $186 1964

New England ma middlesex $672,230 $311 2206

New England ma norfolk $615,463 $303 2141

New England ma plymouth $512,298 $251 2070

New England ma suffolk $791,997 $747 1263

New England ma worcester $370,672 $189 2004

New England me androscoggin $211,057 $123 1686

New England me cumberland $388,486 $213 1817

New England me kennebec $220,247 $125 1765

New England me penobscot $163,364 $101 1589

New England me york $375,425 $227 1721

New England nh belknap $320,240 $172 1856

New England nh cheshire $265,848 $131 1963

New England nh grafton $259,876 $147 1799

New England nh hillsborough $364,633 $174 2103

New England nh merrimack $319,232 $153 2107

New England nh rockingham $463,039 $217 2076

New England nh strafford $321,442 $169 1900

New England ri bristol $495,224 $266 2067

New England ri kent $321,320 $203 1542

New England ri newport $592,883 $315 2014

New England ri providence $288,048 $189 1518

New England ri washington $531,542 $277 1816

New England vt chittenden $392,802 $189 2087

New England vt franklin $241,402 $129 1788

New England vt rutland $236,610 $123 1961

New England vt washington $297,669 $149 1860

New England vt windsor $345,111 $156 2149

Northeast ny albany $281,249 $153 1797

Northeast ny bronx $427,117 $296 995

Northeast ny broome $131,855 $73 1789

Northeast ny cattaraugus $135,298 $100 1631

Northeast ny cayuga $186,136 $104 1746

Northeast ny chautauqua $154,344 $94 1657

Northeast ny chemung $117,456 $70 1737

Northeast ny clinton $174,485 $100 1703

Northeast ny columbia $388,704 $178 2141

Northeast ny cortland $131,780 $84 1529

Northeast ny dutchess $364,519 $172 2095

Northeast ny erie $227,812 $128 1758

Northeast ny franklin $160,581 $95 1630

Northeast ny fulton $157,226 $98 1585

Northeast ny genesee $133,808 $84 1650

Northeast ny herkimer $162,324 $99 1604

Northeast ny jefferson $171,872 $101 1669

Northeast ny kings $876,633 $564 956

Northeast ny livingston $162,244 $87 1809

Northeast ny madison $203,697 $111 1798

Northeast ny monroe $209,558 $114 1796

Northeast ny montgomery $151,557 $88 1767

Northeast ny new york $1,653,763 $1,084 778

Northeast ny niagara $150,731 $98 1575

Northeast ny oneida $147,325 $95 1622

Northeast ny onondaga $216,485 $109 1822

Northeast ny ontario $286,184 $153 1842

Northeast ny orange $328,568 $161 2059

Northeast ny oswego $137,140 $86 1592

Northeast ny otsego $205,890 $107 1857

Northeast ny putnam $419,283 $204 2095

Northeast ny rensselaer $239,983 $130 1832

Northeast ny richmond $621,669 $369 1540

Northeast ny rockland $509,121 $230 2149

Northeast ny saratoga $368,991 $180 2039

Northeast ny schenectady $220,414 $127 1731

Northeast ny st. lawrence $126,311 $76 1575

Northeast ny steuben $144,738 $84 1813

Northeast ny suffolk $641,558 $166 1029

Northeast ny tioga $148,282 $79 1848

Northeast ny tompkins $274,364 $136 2083

Northeast ny ulster $325,801 $164 2000

Northeast ny warren $291,671 $160 1738

Northeast ny washington $188,813 $117 1623

Northeast ny wayne $178,452 $105 1696

Northeast ny westchester $706,954 $307 2244

Northeast pa adams $251,722 $125 1978

Northeast pa allegheny $206,167 $93 1273

Northeast pa armstrong $125,633 $33 1113

Northeast pa beaver $174,017 $61 1200

Northeast pa berks $225,035 $107 1931

Northeast pa blair $134,383 $21 892

Northeast pa bradford $165,202 $87 1842

Northeast pa bucks $459,154 $183 2398

Northeast pa cambria $82,540 $44 1367

Northeast pa carbon $153,249 $93 1530

Northeast pa centre $290,390 $139 2038

Northeast pa chester $454,103 $164 2605

Northeast pa clearfield $114,189 $68 1635

Northeast pa columbia $159,014 $99 1641

Northeast pa crawford $129,137 $74 1481

Northeast pa cumberland $258,861 $126 2096

Northeast pa dauphin $189,358 $96 1981

Northeast pa delaware $300,916 $145 1843

Northeast pa erie $153,398 $85 1448

Northeast pa fayette $140,833 $45 1179

Northeast pa franklin $217,858 $103 1822

Northeast pa indiana $134,800 $45 1068

Northeast pa lackawanna $160,692 $88 1884

Northeast pa lancaster $289,479 $137 2019

Northeast pa lawrence $110,900 $46 1297

Northeast pa lebanon $241,939 $118 1921

Northeast pa lehigh $248,624 $120 1921

Northeast pa luzerne $157,000 $84 1805

Northeast pa lycoming $159,037 $95 1742

Northeast pa mifflin $121,528 $75 1435

Northeast pa monroe $184,816 $97 1853

Northeast pa montgomery $386,052 $164 2275

Northeast pa northampton $258,945 $120 1940

Northeast pa northumberland $109,648 $67 1579

Northeast pa philadelphia $247,542 $174 1215

Northeast pa pike $183,685 $89 2047

Northeast pa schuylkill $86,549 $44 1533

Northeast pa somerset $143,741 $57 1402

Northeast pa venango $89,051 $56 1463

Northeast pa washington $203,317 $58 1329

Northeast pa york $228,817 $111 1944

Pacific ak anchorage $334,445 $180 1792

Pacific ak fairbanks north star $223,946 $135 1636

Pacific ak matanuska-susitna $292,274 $160 1859

Pacific ca alameda $830,040 $536 1538

Pacific ca butte $351,702 $212 1654

Pacific ca contra costa $661,023 $395 1934

Pacific ca el dorado $554,205 $266 2109

Pacific ca fresno $322,779 $171 1881

Pacific ca humboldt $382,849 $235 1581

Pacific ca imperial $269,719 $153 1756

Pacific ca kern $259,756 $143 1634

Pacific ca kings $264,535 $150 1747

Pacific ca lake $320,669 $193 1572

Pacific ca los angeles $773,136 $458 1795

Pacific ca madera $338,649 $170 1969

Pacific ca marin $1,447,907 $659 2167

Pacific ca mendocino $610,038 $307 1503

Pacific ca merced $323,406 $176 1843

Pacific ca monterey $1,001,385 $526 2035

Pacific ca napa $947,171 $522 1952

Pacific ca nevada $513,832 $256 2242

Pacific ca orange $864,919 $441 1952

Pacific ca placer $578,364 $263 2230

Pacific ca riverside $436,100 $215 2102

Pacific ca sacramento $416,395 $237 1715

Pacific ca san bernardino $363,123 $212 1798

Pacific ca san diego $705,563 $391 1835

Pacific ca san francisco $1,445,761 $998 1327

Pacific ca san joaquin $425,003 $223 1914

Pacific ca san luis obispo $728,005 $381 1901

Pacific ca san mateo $1,539,341 $895 1789

Pacific ca santa barbara $1,182,127 $494 2069

Pacific ca santa clara $1,155,643 $706 1674

Pacific ca santa cruz $958,821 $566 1716

Pacific ca shasta $335,192 $190 1823

Pacific ca solano $480,796 $269 1796

Pacific ca sonoma $756,559 $432 1740

Pacific ca stanislaus $366,161 $206 1826

Pacific ca sutter $341,454 $187 1862

Pacific ca tehama $337,342 $188 1718

Pacific ca tulare $273,571 $152 1786

Pacific ca tuolumne $355,841 $200 1841

Pacific ca ventura $742,686 $376 1993

Pacific ca yolo $514,608 $281 1859

Pacific ca yuba $324,741 $189 1715

Pacific hi hawaii $454,842 $318 1531

Pacific hi honolulu $690,681 $544 1203

Pacific hi kauai $989,707 $616 1602

Pacific hi maui $949,479 $698 1407

Pacific or benton $460,592 $212 2107

Pacific or clackamas $531,198 $226 2424

Pacific or columbia $363,226 $189 1937

Pacific or coos $294,311 $172 1767

Pacific or deschutes $511,295 $247 2095

Pacific or douglas $327,900 $167 1899

Pacific or jackson $420,752 $212 1915

Pacific or josephine $373,068 $194 1854

Pacific or klamath $262,166 $138 1840

Pacific or lane $388,033 $205 1901

Pacific or lincoln $407,277 $228 1824

Pacific or linn $349,451 $189 1835

Pacific or marion $376,187 $191 1992

Pacific or multnomah $461,456 $265 1834

Pacific or polk $366,695 $186 2001

Pacific or umatilla $248,658 $134 1877

Pacific or washington $489,592 $230 2158

Pacific or yamhill $449,835 $215 2149

Pacific wa benton $364,558 $169 2218

Pacific wa chelan $441,546 $228 1836

Pacific wa clallam $416,343 $209 1980

Pacific wa clark $453,766 $205 2250

Pacific wa cowlitz $327,255 $173 1919

Pacific wa franklin $314,416 $164 1975

Pacific wa grant $285,787 $150 1844

Pacific wa grays harbor $243,317 $163 1492

Pacific wa island $464,947 $242 1919

Pacific wa king $714,059 $389 2023

Pacific wa kitsap $468,764 $218 2180

Pacific wa lewis $319,702 $171 1826

Pacific wa mason $325,196 $185 1763

Pacific wa pierce $436,486 $207 2201

Pacific wa skagit $454,003 $232 1957

Pacific wa snohomish $536,411 $263 2093

Pacific wa spokane $356,158 $144 2363

Pacific wa thurston $401,039 $193 2132

Pacific wa walla walla $372,495 $164 2339

Pacific wa whatcom $440,290 $238 1850

Pacific wa whitman $289,359 $135 2128

Pacific wa yakima $313,651 $156 1977

South Atlantic dc district of columbia $655,169 $491 1407

South Atlantic de kent $269,975 $127 1893

South Atlantic de new castle $286,021 $132 1897

South Atlantic de sussex $353,402 $169 1967

South Atlantic fl alachua $270,185 $139 1912

South Atlantic fl bay $329,208 $217 1504

South Atlantic fl brevard $294,446 $158 1860

South Atlantic fl broward $332,676 $209 1385

South Atlantic fl charlotte $278,053 $160 1773

South Atlantic fl citrus $221,791 $119 1820

South Atlantic fl clay $267,043 $126 2125

South Atlantic fl collier $472,381 $247 1881

South Atlantic fl columbia $223,182 $110 2003

South Atlantic fl duval $243,107 $131 1794

South Atlantic fl escambia $253,915 $127 1888

South Atlantic fl flagler $303,941 $160 2013

South Atlantic fl hernando $216,955 $116 1863

South Atlantic fl highlands $186,742 $111 1628

South Atlantic fl hillsborough $291,311 $146 2002

South Atlantic fl indian river $340,863 $150 1714

South Atlantic fl lake $280,044 $139 2053

South Atlantic fl lee $303,718 $168 1758

South Atlantic fl leon $238,980 $135 1701

South Atlantic fl manatee $352,055 $174 1972

South Atlantic fl marion $206,787 $115 1788

South Atlantic fl martin $399,471 $199 2002

South Atlantic fl miami-dade $462,345 $340 1404

South Atlantic fl monroe $770,864 $488 1468

South Atlantic fl nassau $379,563 $172 2188

South Atlantic fl okaloosa $343,641 $191 1854

South Atlantic fl orange $344,130 $164 2102

South Atlantic fl osceola $284,298 $143 2049

South Atlantic fl palm beach $396,596 $207 1799

South Atlantic fl pasco $247,839 $128 1825

South Atlantic fl pinellas $305,529 $193 1479

South Atlantic fl polk $229,653 $124 1850

South Atlantic fl putnam $231,849 $127 1742

South Atlantic fl santa rosa $303,717 $139 2120

South Atlantic fl sarasota $372,472 $198 1758

South Atlantic fl seminole $323,013 $157 2067

South Atlantic fl st. johns $382,559 $174 2193

South Atlantic fl st. lucie $266,126 $143 1861

South Atlantic fl sumter $271,363 $167 1674

South Atlantic fl volusia $283,880 $158 1770

South Atlantic fl walton $630,772 $331 2100

South Atlantic ga barrow $262,795 $96 1965

South Atlantic ga bartow $242,898 $92 1587

South Atlantic ga bibb $144,385 $76 1776

South Atlantic ga bulloch $175,671 $92 1854

South Atlantic ga camden $240,437 $114 2000

South Atlantic ga carroll $237,594 $87 1737

South Atlantic ga catoosa $256,744 $109 2264

South Atlantic ga chatham $294,391 $133 2122

South Atlantic ga cherokee $362,666 $108 2160

South Atlantic ga clarke $261,275 $113 1816

South Atlantic ga clayton $146,217 $69 1223

South Atlantic ga cobb $367,010 $114 2093

South Atlantic ga columbia $271,803 $106 2626

South Atlantic ga coweta $332,076 $113 2518

South Atlantic ga dekalb $305,229 $123 1474

South Atlantic ga dougherty $94,042 $56 1619

South Atlantic ga douglas $244,864 $86 1869

South Atlantic ga effingham $244,125 $106 2237

South Atlantic ga fayette $398,649 $123 2880

South Atlantic ga floyd $197,049 $69 1232

South Atlantic ga forsyth $411,264 $114 2583

South Atlantic ga fulton $397,708 $135 1571

South Atlantic ga glynn $403,868 $181 2096

South Atlantic ga gordon $173,811 $76 1478

South Atlantic ga gwinnett $342,737 $102 2335

South Atlantic ga hall $318,603 $102 1787

South Atlantic ga henry $247,796 $80 1787

South Atlantic ga houston $222,496 $93 2260

South Atlantic ga jackson $312,894 $99 2247

South Atlantic ga laurens $144,982 $69 1758

South Atlantic ga liberty $166,126 $90 1724

South Atlantic ga lowndes $173,845 $94 1832

South Atlantic ga muscogee $149,361 $83 1811

South Atlantic ga newton $240,862 $84 1762

South Atlantic ga paulding $255,272 $95 1727

South Atlantic ga …