Overview Recall that samples are used to generate a statistic, which businesses use to estimate the population parameter. You have learned how to take samples from populations and use them to produce...

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Hi, can you complete part 2 of this assignment? The assignment part 1 is the first part and now I need part 2 complete it


Overview Recall that samples are used to generate a statistic, which businesses use to estimate the population parameter. You have learned how to take samples from populations and use them to produce statistics. For two quantitative variables, businesses can use scatterplots and the correlation coefficient to explore a potential linear relationship. Furthermore, they can quantify the relationship in a regression equation. Prompt This assignment picks up where the Module Two assignment left off and will use components of that assignment as a foundation. You have submitted your initial analysis to the sales team at D.M. Pan Real Estate Company. You will continue your analysis of the provided Real Estate County Data spreadsheet using your selected region to complete your analysis. You may refer back to the initial report you developed in the Module Two Assignment Template to continue the work. This document and the National Statistics and Graphs spreadsheet will support your work on the assignment. Note: In the report you prepare for the sales team, the dependent, or response, variable (y) should be the median listing price and the independent, or predictor, variable (x) should be the median square feet. Using the Module Three Assignment Template, specifically address the following: · Regression Equation: Provide the regression equation for the line of best fit using the scatterplot from the Module Two assignment. · Determine r: Determine r and what it means. (What is the relationship between the variables?) · Determine the strength of the correlation (weak, moderate, or strong). · Discuss how you determine the direction of the association between the two variables. · Is there a positive or negative association? · What do you see as the direction of the correlation? · Examine the Slope and Intercepts: Examine the slopeb1b1 and intercept b0b0. · Draw conclusions from the slope and intercept in the context of this problem. · Does the intercept make sense based on your observation of the line of best fit? · Determine the value of the land only. Note: You can assume, when the square footage of the house is zero, that the price is the value of just the land. This happens when x=0, which is the y-intercept. · Determine the R-squared Coefficient: Determine the R-squared value. · Discuss what R-squared means in the context of this analysis. · Conclusions: Reflect on the Relationship: Reflect on the relationship between square feet and sales price by answering the following questions: · Is the square footage for homes in your selected region different than for homes overall in the United States? · For every 100 square feet, how much does the price go up (i.e., can you use slope to help identify price changes)? · Use the regression equation to estimate how much you would list your house for if it was 1,200 square feet. · What square footage range would the graph be best used for? Selling Price Analysis for D.M. Pan National Real Estate Company2 Report: Selling Price and Area Analysis for D.M. Pan National Real Estate Company Melany Carvalho Selling Price and Area Analysis for D.M. Pan National Real Estate Company1 Southern New Hampshire University Introduction As a junior data analyst, the task assigned is to examine the relationship between the median selling price of properties and their size in square feet. The data is given about the real estate county data, and we need to select a region randomly and make some analysis based on these selected variables. We will use the linear regression technique to complete our analysis. Representative Data Sample The simple random sample is selected using a systematic random sampling method to generate a sample of size 30. Since it is not possible to generate a sample of size 30 for a specific region because for each region there are less than 30 data values for a specific region. So, the sample selected contains data for almost every region. While we randomly selected a region out of 10 regions as New England. Now, the descriptive statistics for the two selected variables is given as follows: Data Analysis There is one relationship between the sample and population mean. That is, for a true sample the population mean and sample mean are both equal or they have a little discrepancy between their values. Hence, the sample mean for the median listing price is $268934.31 and the population mean is $288407. Thus, both values are approximately too close to each other. Also, the sample mean for median square feet is 1990.27 and the population mean is 1944. These two values are again approximately close to each other. Thus, we can say that the sample is truly a random sample. Now, the histograms plotted for both the variables as follows: Scatterplot The scatter plot between the both the variables is given as follows: The regression equation is given as follows: Median listing price = 7842.74 + 131.18 * Median square feet The Pattern From the scatter plot it is depicted that the pattern of the relationship between both variables is positive. That is if one variable value increases then the other variable’s value will automatically increase. Thus, there is a positive correlation between both variables. From the regression output table, the p-value for the independent variable median square feet is looking statistically significant. Thus, this variable is significant for predicting the median listing price of a house. As discussed above, the relationship is looking positively strong correlation but the one value that is too far from the other values. That value is suspected as an outlier. To confirm the outlier, we can plot a boxplot for the median listing price variable. To predict the median listing price, for a 1200 square foot house we will use the calculated regression line as above. Substitute the value in place of median square feet and we will get our predicted value. Median listing price = 7842.74 + 131.18 * 1200 = 165258.74 Thus, for a 1200 square foot house, the predicted house price is $165,258.74. Reference Berrier, J., Chan , C., Nestler, S., Pardoe, I., Siu , R., Sturdivant, R. X., & Watts, K. (2020). Mat 240: Applied Statistics. zyBooks.com.  Scatter Plot 1838.35119041666692070.82142858333332029.089285752345.30952383333352586.07738099999962500.8751502.52380966666651874.04166666666671552.61904758333341854.05952383333331862.98809516666671843.93452383333331840.61904766666681756.38690466666661448.45238100000011539.64285716666681796.72023799999991852.26785708333341797.71428583333342575.80357133333342254.9821428333331982.74404766666682235.86309525000022472.27976191666681975.66666675000011539.238095251686.05952375000023700.4940476666671590.76190483333331801.6666665833334193717.41070833337212556.54761666665281505.02976666664312198.21429999993366216.39284999995335755.17261666665168696.19046666668355261.90475833329123999.82142500002175670.75595833335216954.58333333334285786.80357499997355840.86310000002269718.98809166666153397.61904166665621668.7619083334281249.32142499997399872.61904166668186790.83333333334418734.79762499995267793.45237499999160492.8571416667208150.75594999999495567.83334166667222828.03570833334136560.30952500002149855.35715448567.5119083333493141.071428333336169479.61309166669Median Square feet Mddian listing Price Median Housing Price Prediction Model for D.M. Pan National Real Estate Company2 [Note: To complete this template, replace the bracketed text with your own content. Remove this note before you submit your report.] Median Housing Price Prediction Model for D.M. Pan Real Estate Company [Your Name] Southern New Hampshire University Median Housing Price Prediction Model for D.M. Pan Real Estate Company 1 Module Two Notes [Copy and paste any relevant information from your Module Two assignment here to assist you in completing this assignment. This section is not graded and is only provided to help you easily review Module Two assignment information while completing this assignment.] Regression Equation [Insert the regression equation for the line of best fit using the scatterplot from your Module Two assignment.] Determine r [Determine r and what it means, including determining the strength of the correlation and discussing how you determine the direction of the association between the two variables.] Examine the Slope and Intercepts [Draw conclusions from the slope and intercept in the context of this problem and determine the value of only the land.] R-squared Coefficient [Explain what R-squared means in the context of this analysis.] Conclusions [Reflect on the relationship between square feet and sales price by addressing key considerations such as the comparison between your selected region and overall homes in the United States, as well as analyzing how the slope can help identify price changes, how the regression equation can help identify appropriate listing prices, and which graph would be best suited to informing square footage ranges.]
direction-2-qk4km5dl.docx national-statistics-and-graphs-document-hzso30bh.docx real-estate-county-data-i2au1l1v.xlsx assigment-part-1-n0m5ikvv.docx assigment-part2-xycanfvp.docx
Answered 1 days AfterMay 19, 2021

Answer To: Overview Recall that samples are used to generate a statistic, which businesses use to estimate the...

Atreye answered on May 20 2021
125 Votes
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...
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