diff --git a/datasets/crime/clean_crime_canada_dataset.xlsx b/datasets/crime/clean_crime_canada_dataset.xlsx
index 4ca75ee..7395e32 100644
Binary files a/datasets/crime/clean_crime_canada_dataset.xlsx and b/datasets/crime/clean_crime_canada_dataset.xlsx differ
diff --git a/datasets/crime/report.csv b/datasets/crime/report.csv
index 305e640..4091bbf 100644
--- a/datasets/crime/report.csv
+++ b/datasets/crime/report.csv
@@ -1,2830 +1,2830 @@
-report_year,agency_code,agency_jurisdiction,population,violent_crimes,homicides,rapes,assaults,robberies,months_reported,crimes_percapita,homicides_percapita,rapes_percapita,assaults_percapita,robberies_percapita
-1975,NM00101,"Albuquerque, NM",286238,2383,30,181,1353,819,12,832.52,10.48,63.23,472.68,286.13
-1975,TX22001,"Arlington, TX",112478,278,5,28,132,113,12,247.16,4.45,24.89,117.36,100.46
-1975,GAAPD00,"Atlanta, GA",490584,8033,185,443,3518,3887,12,1637.44,37.71,90.3,717.1,792.32
-1975,CO00101,"Aurora, CO",116656,611,7,44,389,171,12,523.76,6,37.72,333.46,146.58
-1975,TX22701,"Austin, TX",300400,1215,33,190,463,529,12,404.46,10.99,63.25,154.13,176.1
-1975,MD00301,"Baltimore County, MD",642154,1259,25,137,347,750,12,196.06,3.89,21.33,54.04,116.79
-1975,MDBPD00,"Baltimore, MD",864100,16086,259,463,6309,9055,12,1861.59,29.97,53.58,730.12,1047.91
-1975,MA01301,"Boston, MA",616120,11386,119,453,3036,7778,12,1848.02,19.31,73.52,492.76,1262.42
-1975,NY01401,"Buffalo, NY",422276,3350,63,192,755,2340,12,793.32,14.92,45.47,178.79,554.14
-1975,NC06001,"Charlotte, NC",262103,1937,68,71,976,822,12,739.02,25.94,27.09,372.37,313.62
-1975,ILCPD00,"Chicago, IL",3150000,37160,818,1657,12514,22171,12,1179.68,25.97,52.6,397.27,703.84
-1975,OHCIP00,"Cincinnati, OH",433367,3578,64,261,1508,1745,12,825.63,14.77,60.23,347.97,402.66
-1975,OHCLP00,"Cleveland, OH",659931,10403,288,491,2524,7100,12,1576.38,43.64,74.4,382.46,1075.87
-1975,OHCOP00,"Columbus, OH",572797,3980,62,416,1100,2402,12,694.84,10.82,72.63,192.04,419.35
-1975,TXDPD00,"Dallas, TX",864665,7655,237,547,3485,3386,12,885.31,27.41,63.26,403.05,391.6
-1975,CODPD00,"Denver, CO",508140,4960,74,480,1838,2568,12,976.11,14.56,94.46,361.71,505.37
-1975,MI82349,"Detroit, MI",1432444,30387,633,1424,7013,21317,12,2121.34,44.19,99.41,489.58,1488.16
-1975,TX07102,"El Paso, TX",369000,1618,21,122,635,840,12,438.48,5.69,33.06,172.09,227.64
-1975,VA02901,"Fairfax County, VA",487905,805,21,104,247,433,12,164.99,4.3,21.32,50.62,88.75
-1975,TX22012,"Fort Worth, TX",381275,1939,69,169,494,1207,12,508.56,18.1,44.32,129.57,316.57
-1975,CA01005,"Fresno, CA",176500,1141,25,84,465,567,12,646.46,14.16,47.59,263.46,321.25
-1975,HI00200,"Honolulu, HI",705262,1596,58,169,319,1050,12,226.3,8.22,23.96,45.23,148.88
-1975,TXHPD00,"Houston, TX",1372342,8924,347,588,1567,6422,12,650.28,25.29,42.85,114.18,467.96
-1975,INIPD00,"Indianapolis, IN",503411,4655,95,351,1117,3092,12,924.69,18.87,69.72,221.89,614.21
-1975,FL01602,"Jacksonville, FL",542792,4579,91,316,2445,1727,12,843.6,16.77,58.22,450.45,318.17
-1975,MOKPD00,"Kansas City, MO",489094,6072,114,302,2575,3081,12,1241.48,23.31,61.75,526.48,629.94
-1975,NV00201,"Las Vegas, NV",249186,2594,37,169,1043,1345,12,1040.99,14.85,67.82,418.56,539.76
-1975,CA01941,"Long Beach, CA",340758,3189,54,169,1007,1959,12,935.85,15.85,49.6,295.52,574.89
-1975,CA01900,"Los Angeles County, CA",1022888,9792,138,471,6128,3055,12,957.29,13.49,46.05,599.09,298.66
-1975,CA01942,"Los Angeles, CA",2729878,30405,554,1768,13493,14590,12,1113.79,20.29,64.76,494.27,534.46
-1975,KY05680,"Louisville, KY",,,,,,,,,,,,
-1975,TNMPD00,"Memphis, TN",646483,5429,120,521,1805,2983,12,839.77,18.56,80.59,279.2,461.42
-1975,AZ00717,"Mesa, AZ",113176,267,2,22,145,98,12,235.92,1.77,19.44,128.12,86.59
-1975,FL01300,"Miami-Dade County, FL",619795,6702,94,174,4008,2426,11,1081.33,15.17,28.07,646.67,391.42
-1975,FL01306,"Miami, FL",350742,6213,98,178,3280,2657,12,1771.39,27.94,50.75,935.16,757.54
-1975,WIMPD00,"Milwaukee, WI",674369,3204,70,146,1020,1968,12,475.11,10.38,21.65,151.25,291.83
-1975,MN02711,"Minneapolis, MN",405378,3326,47,307,1134,1838,12,820.47,11.59,75.73,279.74,453.4
-1975,MD01604,"Montgomery County, MD",496092,967,19,84,286,578,12,194.92,3.83,16.93,57.65,116.51
-1975,TN01901,"Nashville, TN",449600,3158,93,110,952,2003,12,702.4,20.69,24.47,211.74,445.51
-1975,NY02900,"Nassau County, NY",1100426,993,18,33,256,686,12,90.24,1.64,3,23.26,62.34
-1975,LANPD00,"New Orleans, LA",571934,5993,158,237,2002,3596,12,1047.85,27.63,41.44,350.04,628.74
-1975,NY03030,"New York City, NY",7422506,132182,1645,3866,43481,83190,12,1780.83,22.16,52.08,585.8,1120.78
-1975,NJNPD00,"Newark, NJ",372663,7136,122,297,2444,4273,12,1914.87,32.74,79.7,655.82,1146.61
-1975,CA00109,"Oakland, CA",337748,5900,111,316,2288,3185,12,1746.86,32.86,93.56,677.43,943.01
-1975,OK05506,"Oklahoma City, OK",384081,2666,61,249,1364,992,12,694.12,15.88,64.83,355.13,258.28
-1975,NB02802,"Omaha, NE",391389,2540,36,178,1115,1211,12,648.97,9.2,45.48,284.88,309.41
-1975,FL04804,"Orlando, FL",118457,1116,21,86,705,304,12,942.11,17.73,72.6,595.15,256.63
-1975,PAPEP00,"Philadelphia, PA",1883253,16332,435,716,4776,10405,12,867.22,23.1,38.02,253.6,552.5
-1975,AZ00723,"Phoenix, AZ",668046,4649,75,311,2325,1938,12,695.91,11.23,46.55,348.03,290.1
-1975,PAPPD00,"Pittsburgh, PA",479083,4967,63,237,1923,2744,12,1036.77,13.15,49.47,401.39,572.76
-1975,OR02602,"Portland, OR",373126,4076,48,287,1898,1843,12,1092.39,12.86,76.92,508.68,493.94
-1975,MD01721,"Prince George's County, MD",569452,4147,46,261,1693,2147,12,728.24,8.08,45.83,297.3,377.03
-1975,NC09201,"Raleigh, NC",149940,721,17,20,463,221,12,480.86,11.34,13.34,308.79,147.39
-1975,CA03404,"Sacramento, CA",262994,2412,42,155,1087,1128,12,917.13,15.97,58.94,413.32,428.91
-1975,UT01803,"Salt Lake City, UT",180000,1070,11,99,378,582,12,594.44,6.11,55,210,323.33
-1975,TXSPD00,"San Antonio, TX",768814,4222,131,275,2086,1730,12,549.16,17.04,35.77,271.33,225.02
-1975,CA03711,"San Diego, CA",768713,3859,64,229,1367,2199,12,502.01,8.33,29.79,177.83,286.06
-1975,CA03801,"San Francisco, CA",669977,9137,138,547,2765,5687,12,1363.78,20.6,81.64,412.7,848.84
-1975,CA04313,"San Jose, CA",549367,2116,40,234,955,887,12,385.17,7.28,42.59,173.84,161.46
-1975,WASPD00,"Seattle, WA",503500,3971,52,324,1492,2103,12,788.68,10.33,64.35,296.33,417.68
-1975,MOSPD00,"St. Louis, MO",569000,10563,240,462,3573,6288,12,1856.41,42.18,81.2,627.94,1105.1
-1975,NY05101,"Suffolk County, NY",1217700,964,13,90,330,531,9,79.17,1.07,7.39,27.1,43.61
-1975,FL02902,"Tampa, FL",291103,3168,67,162,1545,1394,12,1088.27,23.02,55.65,530.74,478.87
-1975,AZ01003,"Tucson, AZ",340500,1810,23,137,943,707,12,531.57,6.75,40.23,276.95,207.64
-1975,OK07205,"Tulsa, OK",347600,1768,39,136,1012,581,12,508.63,11.22,39.13,291.14,167.15
-1975,VA12800,"Virginia Beach, VA",217192,452,22,38,198,194,12,208.11,10.13,17.5,91.16,89.32
-1975,DCMPD00,"Washington, DC",716000,12704,235,520,2812,9137,12,1774.3,32.82,72.63,392.74,1276.12
-1975,KS08703,"Wichita, KS",259240,1137,36,53,408,640,12,438.59,13.89,20.44,157.38,246.88
-1975,,United States,,1039710,20510,,,,,487.8,9.6,,,
-1976,NM00101,"Albuquerque, NM",292265,2420,28,186,1335,871,12,828.02,9.58,63.64,456.78,298.02
-1976,TX22001,"Arlington, TX",107470,274,5,30,140,99,12,254.95,4.65,27.91,130.27,92.12
-1976,GAAPD00,"Atlanta, GA",457300,7529,154,477,3518,3380,12,1646.4,33.68,104.31,769.3,739.12
-1976,CO00101,"Aurora, CO",132000,546,2,40,338,166,12,413.64,1.52,30.3,256.06,125.76
-1976,TX22701,"Austin, TX",284908,1202,24,181,479,518,12,421.89,8.42,63.53,168.12,181.81
-1976,MD00301,"Baltimore County, MD",642369,1798,19,142,949,688,12,279.9,2.96,22.11,147.73,107.1
-1976,MDBPD00,"Baltimore, MD",860974,14191,200,460,5776,7755,12,1648.25,23.23,53.43,670.87,900.72
-1976,MA01301,"Boston, MA",619437,9888,81,392,3290,6125,12,1596.29,13.08,63.28,531.13,988.8
-1976,NY01401,"Buffalo, NY",425101,3091,54,202,898,1937,12,727.12,12.7,47.52,211.24,455.66
-1976,NC06001,"Charlotte, NC",274020,1895,52,84,1028,731,12,691.56,18.98,30.65,375.16,266.77
-1976,ILCPD00,"Chicago, IL",3134499,30640,814,1179,11070,17577,12,977.51,25.97,37.61,353.17,560.76
-1976,OHCIP00,"Cincinnati, OH",427045,3461,56,263,1617,1525,12,810.45,13.11,61.59,378.65,357.11
-1976,OHCLP00,"Cleveland, OH",642298,8496,236,498,2309,5453,12,1322.75,36.74,77.53,359.49,848.98
-1976,OHCOP00,"Columbus, OH",595500,3287,53,328,985,1921,12,551.97,8.9,55.08,165.41,322.59
-1976,TXDPD00,"Dallas, TX",888450,7244,230,591,3310,3113,12,815.35,25.89,66.52,372.56,350.39
-1976,CODPD00,"Denver, CO",523676,4107,86,383,1596,2042,12,784.26,16.42,73.14,304.77,389.94
-1976,MI82349,"Detroit, MI",1334100,29699,663,1230,6593,21213,12,2226.14,49.7,92.2,494.19,1590.06
-1976,TX07102,"El Paso, TX",361413,1573,25,118,638,792,12,435.24,6.92,32.65,176.53,219.14
-1976,VA02901,"Fairfax County, VA",524272,708,17,84,270,337,12,135.04,3.24,16.02,51.5,64.28
-1976,TX22012,"Fort Worth, TX",364302,1732,70,174,503,985,12,475.43,19.21,47.76,138.07,270.38
-1976,CA01005,"Fresno, CA",177900,1267,28,55,461,723,12,712.2,15.74,30.92,259.13,406.41
-1976,HI00200,"Honolulu, HI",718424,1696,40,164,380,1112,12,236.07,5.57,22.83,52.89,154.78
-1976,TXHPD00,"Houston, TX",1477000,8045,321,690,1503,5531,12,544.69,21.73,46.72,101.76,374.48
-1976,INIPD00,"Indianapolis, IN",494730,4144,68,347,1363,2366,12,837.63,13.74,70.14,275.5,478.24
-1976,FL01602,"Jacksonville, FL",543839,4443,90,279,2516,1558,12,816.97,16.55,51.3,462.64,286.48
-1976,MOKPD00,"Kansas City, MO",488012,5578,95,350,2723,2410,12,1143,19.47,71.72,557.98,493.84
-1976,NV00201,"Las Vegas, NV",265347,2473,35,151,1011,1276,12,931.99,13.19,56.91,381.01,480.88
-1976,CA01941,"Long Beach, CA",340900,2950,69,200,978,1703,12,865.36,20.24,58.67,286.89,499.56
-1976,CA01900,"Los Angeles County, CA",1027865,10104,155,564,6662,2723,12,983.01,15.08,54.87,648.14,264.92
-1976,CA01942,"Los Angeles, CA",2739100,31960,501,2047,15187,14225,12,1166.81,18.29,74.73,554.45,519.33
-1976,KY05680,"Louisville, KY",,,,,,,,,,,,
-1976,TNMPD00,"Memphis, TN",649819,4780,113,472,1766,2429,12,735.59,17.39,72.64,271.77,373.8
-1976,AZ00717,"Mesa, AZ",100763,311,5,15,202,89,12,308.65,4.96,14.89,200.47,88.33
-1976,FL01300,"Miami-Dade County, FL",649499,6787,70,216,4562,1939,12,1044.96,10.78,33.26,702.39,298.54
-1976,FL01306,"Miami, FL",338721,5172,84,145,2630,2313,12,1526.92,24.8,42.81,776.45,682.86
-1976,WIMPD00,"Milwaukee, WI",652517,2692,57,168,846,1621,12,412.56,8.74,25.75,129.65,248.42
-1976,MN02711,"Minneapolis, MN",397421,2954,27,300,1220,1407,12,743.29,6.79,75.49,306.98,354.03
-1976,MD01604,"Montgomery County, MD",480055,932,26,85,257,564,12,194.14,5.42,17.71,53.54,117.49
-1976,TN01901,"Nashville, TN",445979,2831,74,129,906,1722,12,634.78,16.59,28.93,203.15,386.12
-1976,NY02900,"Nassau County, NY",1053093,887,20,23,185,659,12,84.23,1.9,2.18,17.57,62.58
-1976,LANPD00,"New Orleans, LA",557327,4810,170,264,1776,2600,12,863.05,30.5,47.37,318.66,466.51
-1976,NY03030,"New York City, NY",7530493,134153,1622,3400,42948,86183,12,1781.46,21.54,45.15,570.32,1144.45
-1976,NJNPD00,"Newark, NJ",367886,6565,99,323,2309,3834,12,1784.52,26.91,87.8,627.64,1042.17
-1976,CA00109,"Oakland, CA",333100,5514,98,309,2213,2894,12,1655.36,29.42,92.76,664.37,868.81
-1976,OK05506,"Oklahoma City, OK",376522,2360,36,228,1326,770,12,626.79,9.56,60.55,352.17,204.5
-1976,NB02802,"Omaha, NE",388592,2008,19,193,1008,788,12,516.74,4.89,49.67,259.4,202.78
-1976,FL04804,"Orlando, FL",116848,1118,17,98,676,327,12,956.8,14.55,83.87,578.53,279.85
-1976,PAPEP00,"Philadelphia, PA",1916665,13113,338,764,4225,7786,12,684.16,17.63,39.86,220.43,406.23
-1976,AZ00723,"Phoenix, AZ",669005,3856,53,240,2078,1485,12,576.38,7.92,35.87,310.61,221.97
-1976,PAPPD00,"Pittsburgh, PA",487106,4621,62,287,1853,2419,12,948.66,12.73,58.92,380.41,496.61
-1976,OR02602,"Portland, OR",379818,4304,39,322,2030,1913,12,1133.17,10.27,84.78,534.47,503.66
-1976,MD01721,"Prince George's County, MD",578318,3869,37,280,1611,1941,12,669.01,6.4,48.42,278.57,335.63
-1976,NC09201,"Raleigh, NC",148093,531,11,29,353,138,12,358.56,7.43,19.58,238.36,93.18
-1976,CA03404,"Sacramento, CA",260700,2799,52,192,1368,1187,12,1073.65,19.95,73.65,524.74,455.31
-1976,UT01803,"Salt Lake City, UT",175400,959,11,102,364,482,12,546.75,6.27,58.15,207.53,274.8
-1976,TXSPD00,"San Antonio, TX",753069,3285,119,263,1641,1262,12,436.22,15.8,34.92,217.91,167.58
-1976,CA03711,"San Diego, CA",773400,4118,59,233,1555,2271,12,532.45,7.63,30.13,201.06,293.64
-1976,CA03801,"San Francisco, CA",665000,10756,130,619,3379,6628,12,1617.44,19.55,93.08,508.12,996.69
-1976,CA04313,"San Jose, CA",557700,2523,37,296,1223,967,12,452.39,6.63,53.08,219.29,173.39
-1976,WASPD00,"Seattle, WA",503500,4128,42,322,1601,2163,12,819.86,8.34,63.95,317.97,429.59
-1976,MOSPD00,"St. Louis, MO",534206,9574,182,489,3600,5303,12,1792.19,34.07,91.54,673.9,992.69
-1976,NY05101,"Suffolk County, NY",1177192,1810,34,126,671,979,12,153.76,2.89,10.7,57,83.16
-1976,FL02902,"Tampa, FL",274568,2935,42,162,1706,1025,12,1068.95,15.3,59,621.34,373.31
-1976,AZ01003,"Tucson, AZ",340927,1464,24,136,750,554,12,429.42,7.04,39.89,219.99,162.5
-1976,OK07205,"Tulsa, OK",349516,1747,27,131,1197,392,12,499.83,7.72,37.48,342.47,112.16
-1976,VA12800,"Virginia Beach, VA",216176,481,12,59,253,157,12,222.5,5.55,27.29,117.03,72.63
-1976,DCMPD00,"Washington, DC",702000,10399,188,508,2659,7044,12,1481.34,26.78,72.36,378.77,1003.42
-1976,KS08703,"Wichita, KS",256455,1114,19,111,470,514,12,434.38,7.41,43.28,183.27,200.43
-1976,,United States,,1004210,18780,,,,,467.8,8.7,,,
-1977,NM00101,"Albuquerque, NM",292341,2390,31,207,1398,754,12,817.54,10.6,70.81,478.21,257.92
-1977,TX22001,"Arlington, TX",112994,389,4,34,266,85,12,344.27,3.54,30.09,235.41,75.23
-1977,GAAPD00,"Atlanta, GA",440300,7595,138,510,3593,3354,12,1724.96,31.34,115.83,816.03,761.75
-1977,CO00101,"Aurora, CO",137200,585,3,42,374,166,12,426.38,2.19,30.61,272.59,120.99
-1977,TX22701,"Austin, TX",321900,1260,33,187,528,512,12,391.43,10.25,58.09,164.03,159.06
-1977,MD00301,"Baltimore County, MD",643363,4010,22,162,3109,717,12,623.29,3.42,25.18,483.24,111.45
-1977,MDBPD00,"Baltimore, MD",827494,14283,171,499,6050,7563,12,1726.05,20.66,60.3,731.12,913.96
-1977,MA01301,"Boston, MA",619321,9422,75,408,3284,5655,12,1521.34,12.11,65.88,530.26,913.1
-1977,NY01401,"Buffalo, NY",415352,3945,45,236,1842,1822,12,949.8,10.83,56.82,443.48,438.66
-1977,NC06001,"Charlotte, NC",262314,2245,47,119,1465,614,12,855.84,17.92,45.37,558.49,234.07
-1977,ILCPD00,"Chicago, IL",3086806,28873,823,1227,10311,16512,12,935.37,26.66,39.75,334.03,534.92
-1977,OHCIP00,"Cincinnati, OH",423671,3439,72,291,1451,1625,12,811.71,16.99,68.69,342.48,383.55
-1977,OHCLP00,"Cleveland, OH",638793,9421,249,508,2198,6466,12,1474.81,38.98,79.52,344.09,1012.22
-1977,OHCOP00,"Columbus, OH",568800,3238,69,331,1086,1752,12,569.27,12.13,58.19,190.93,308.02
-1977,TXDPD00,"Dallas, TX",873700,8899,224,637,4401,3637,12,1018.54,25.64,72.91,503.72,416.28
-1977,CODPD00,"Denver, CO",520200,5032,73,466,2005,2488,12,967.32,14.03,89.58,385.43,478.28
-1977,MI82349,"Detroit, MI",1316352,24070,479,1277,6482,15832,12,1828.54,36.39,97.01,492.42,1202.72
-1977,TX07102,"El Paso, TX",386000,1560,32,107,597,824,12,404.15,8.29,27.72,154.66,213.47
-1977,VA02901,"Fairfax County, VA",517610,841,13,89,320,419,12,162.48,2.51,17.19,61.82,80.95
-1977,TX22012,"Fort Worth, TX",383028,2561,102,208,1119,1132,12,668.62,26.63,54.3,292.15,295.54
-1977,CA01005,"Fresno, CA",182629,1673,52,71,592,958,12,916.06,28.47,38.88,324.15,524.56
-1977,HI00200,"Honolulu, HI",721983,1660,46,176,357,1081,12,229.92,6.37,24.38,49.45,149.73
-1977,TXHPD00,"Houston, TX",1613303,9304,376,965,1810,6153,12,576.71,23.31,59.82,112.19,381.39
-1977,INIPD00,"Indianapolis, IN",509000,3785,80,346,1220,2139,12,743.61,15.72,67.98,239.69,420.24
-1977,FL01602,"Jacksonville, FL",528698,4171,77,299,2329,1466,12,788.92,14.56,56.55,440.52,277.28
-1977,MOKPD00,"Kansas City, MO",492055,5616,97,325,2868,2326,12,1141.34,19.71,66.05,582.86,472.71
-1977,NV00201,"Las Vegas, NV",279791,2729,59,183,1068,1419,12,975.37,21.09,65.41,381.71,507.16
-1977,CA01941,"Long Beach, CA",346662,3391,75,226,1094,1996,12,978.19,21.63,65.19,315.58,575.78
-1977,CA01900,"Los Angeles County, CA",1040180,10589,173,631,6822,2963,12,1018,16.63,60.66,655.85,284.85
-1977,CA01942,"Los Angeles, CA",2785393,33676,576,2339,15515,15246,12,1209.02,20.68,83.97,557.01,547.36
-1977,KY05680,"Louisville, KY",,,,,,,,,,,,
-1977,TNMPD00,"Memphis, TN",667150,5231,105,581,1796,2749,12,784.08,15.74,87.09,269.2,412.05
-1977,AZ00717,"Mesa, AZ",116400,385,4,34,264,83,12,330.76,3.44,29.21,226.8,71.31
-1977,FL01300,"Miami-Dade County, FL",657954,7204,90,277,4676,2161,12,1094.91,13.68,42.1,710.69,328.44
-1977,FL01306,"Miami, FL",333713,5346,84,178,2637,2447,12,1601.98,25.17,53.34,790.2,733.26
-1977,WIMPD00,"Milwaukee, WI",640489,2535,54,213,879,1389,12,395.79,8.43,33.26,137.24,216.87
-1977,MN02711,"Minneapolis, MN",390294,3130,38,324,1116,1652,12,801.96,9.74,83.01,285.94,423.27
-1977,MD01604,"Montgomery County, MD",491003,916,14,105,313,484,12,186.56,2.85,21.38,63.75,98.57
-1977,TN01901,"Nashville, TN",456589,2957,82,187,1000,1688,12,647.63,17.96,40.96,219.02,369.7
-1977,NY02900,"Nassau County, NY",1044946,1058,19,48,257,734,12,101.25,1.82,4.59,24.59,70.24
-1977,LANPD00,"New Orleans, LA",587776,5947,173,360,2135,3279,12,1011.78,29.43,61.25,363.23,557.87
-1977,NY03030,"New York City, NY",7481613,121916,1557,3899,42056,74404,12,1629.54,20.81,52.11,562.12,994.49
-1977,NJNPD00,"Newark, NJ",351412,6175,92,324,2556,3203,12,1757.2,26.18,92.2,727.35,911.47
-1977,CA00109,"Oakland, CA",339264,5764,94,366,2267,3037,12,1698.97,27.71,107.88,668.21,895.17
-1977,OK05506,"Oklahoma City, OK",373570,2695,67,251,1602,775,12,721.42,17.94,67.19,428.84,207.46
-1977,NB02802,"Omaha, NE",367281,1918,31,172,906,809,12,522.22,8.44,46.83,246.68,220.27
-1977,FL04804,"Orlando, FL",118374,1143,15,85,769,274,12,965.58,12.67,71.81,649.64,231.47
-1977,PAPEP00,"Philadelphia, PA",1897706,12047,323,771,3954,6999,12,634.82,17.02,40.63,208.36,368.81
-1977,AZ00723,"Phoenix, AZ",682200,4295,70,316,2315,1594,12,629.58,10.26,46.32,339.34,233.66
-1977,PAPPD00,"Pittsburgh, PA",482413,4572,52,252,1729,2539,12,947.74,10.78,52.24,358.41,526.31
-1977,OR02602,"Portland, OR",385230,3973,41,337,1892,1703,12,1031.33,10.64,87.48,491.14,442.07
-1977,MD01721,"Prince George's County, MD",550201,3724,51,264,1476,1933,12,676.84,9.27,47.98,268.27,351.33
-1977,NC09201,"Raleigh, NC",152840,571,10,39,402,120,12,373.59,6.54,25.52,263.02,78.51
-1977,CA03404,"Sacramento, CA",265220,2915,41,205,1393,1276,12,1099.09,15.46,77.29,525.22,481.11
-1977,UT01803,"Salt Lake City, UT",180122,1064,12,112,461,479,12,590.71,6.66,62.18,255.94,265.93
-1977,TXSPD00,"San Antonio, TX",764217,3755,146,273,1876,1460,12,491.35,19.1,35.72,245.48,191.05
-1977,CA03711,"San Diego, CA",788621,4414,50,298,1585,2481,12,559.71,6.34,37.79,200.98,314.6
-1977,CA03801,"San Francisco, CA",676625,9367,141,595,3208,5423,12,1384.37,20.84,87.94,474.12,801.48
-1977,CA04313,"San Jose, CA",568303,2670,41,322,1276,1031,12,469.82,7.21,56.66,224.53,181.42
-1977,WASPD00,"Seattle, WA",500000,4156,35,370,1987,1764,12,831.2,7,74,397.4,352.8
-1977,MOSPD00,"St. Louis, MO",512059,9726,195,473,4115,4943,12,1899.39,38.08,92.37,803.62,965.32
-1977,NY05101,"Suffolk County, NY",1140882,2042,30,133,861,1018,12,178.98,2.63,11.66,75.47,89.23
-1977,FL02902,"Tampa, FL",264848,3194,31,195,1906,1062,12,1205.97,11.7,73.63,719.66,400.98
-1977,AZ01003,"Tucson, AZ",306500,1578,35,116,877,550,12,514.85,11.42,37.85,286.13,179.45
-1977,OK07205,"Tulsa, OK",352674,1850,28,172,1161,489,12,524.56,7.94,48.77,329.2,138.65
-1977,VA12800,"Virginia Beach, VA",235324,463,16,80,215,152,12,196.75,6.8,34,91.36,64.59
-1977,DCMPD00,"Washington, DC",690000,9843,192,402,2594,6655,12,1426.52,27.83,58.26,375.94,964.49
-1977,KS08703,"Wichita, KS",261732,1397,34,121,527,715,12,533.75,12.99,46.23,201.35,273.18
-1977,,United States,,1029580,19120,,,,,475.9,8.8,,,
-1978,NM00101,"Albuquerque, NM",291834,2434,37,187,1516,694,12,834.04,12.68,64.08,519.47,237.81
-1978,TX22001,"Arlington, TX",121750,450,6,43,269,132,12,369.61,4.93,35.32,220.94,108.42
-1978,GAAPD00,"Atlanta, GA",456000,8845,144,592,3990,4119,12,1939.69,31.58,129.82,875,903.29
-1978,CO00101,"Aurora, CO",131499,831,12,83,504,232,12,631.94,9.13,63.12,383.27,176.43
-1978,TX22701,"Austin, TX",331557,1413,35,194,549,635,12,426.17,10.56,58.51,165.58,191.52
-1978,MD00301,"Baltimore County, MD",641120,4600,27,168,3587,818,12,717.49,4.21,26.2,559.49,127.59
-1978,MDBPD00,"Baltimore, MD",781730,14659,197,554,5811,8097,12,1875.2,25.2,70.87,743.35,1035.78
-1978,MA01301,"Boston, MA",616225,10035,72,475,3853,5635,12,1628.46,11.68,77.08,625.26,914.44
-1978,NY01401,"Buffalo, NY",391695,3181,44,221,1195,1721,12,812.11,11.23,56.42,305.08,439.37
-1978,NC06001,"Charlotte, NC",309101,2435,51,114,1561,709,12,787.77,16.5,36.88,505.01,229.37
-1978,ILCPD00,"Chicago, IL",3086699,27686,787,1341,10325,15233,12,896.95,25.5,43.44,334.5,493.5
-1978,OHCIP00,"Cincinnati, OH",405324,3303,57,287,1659,1300,12,814.9,14.06,70.81,409.3,320.73
-1978,OHCLP00,"Cleveland, OH",614512,9697,213,507,2623,6354,12,1578,34.66,82.5,426.84,1033.99
-1978,OHCOP00,"Columbus, OH",578338,3353,67,309,1054,1923,12,579.76,11.58,53.43,182.25,332.5
-1978,TXDPD00,"Dallas, TX",871832,9884,230,822,4997,3835,12,1133.7,26.38,94.28,573.16,439.88
-1978,CODPD00,"Denver, CO",485547,4877,97,577,1841,2362,12,1004.43,19.98,118.84,379.16,486.46
-1978,MI82349,"Detroit, MI",1294359,21602,498,1288,7533,12283,12,1668.93,38.47,99.51,581.99,948.96
-1978,TX07102,"El Paso, TX",399000,1490,21,121,573,775,12,373.43,5.26,30.33,143.61,194.24
-1978,VA02901,"Fairfax County, VA",522890,917,17,94,314,492,12,175.37,3.25,17.98,60.05,94.09
-1978,TX22012,"Fort Worth, TX",375860,2670,86,265,1101,1218,12,710.37,22.88,70.5,292.93,324.06
-1978,CA01005,"Fresno, CA",194774,1997,42,114,739,1102,12,1025.29,21.56,58.53,379.41,565.78
-1978,HI00200,"Honolulu, HI",725259,2044,38,187,346,1473,12,281.83,5.24,25.78,47.71,203.1
-1978,TXHPD00,"Houston, TX",1486489,10852,484,1098,1918,7352,12,730.04,32.56,73.87,129.03,494.59
-1978,INIPD00,"Indianapolis, IN",513271,3733,76,341,1353,1963,12,727.3,14.81,66.44,263.6,382.45
-1978,FL01602,"Jacksonville, FL",523199,4368,79,278,2664,1347,12,834.86,15.1,53.13,509.18,257.45
-1978,MOKPD00,"Kansas City, MO",463931,5029,115,342,2708,1864,12,1084,24.79,73.72,583.71,401.78
-1978,NV00201,"Las Vegas, NV",288865,2886,54,192,1092,1548,12,999.08,18.69,66.47,378.03,535.89
-1978,CA01941,"Long Beach, CA",344154,3688,68,246,1244,2130,12,1071.61,19.76,71.48,361.47,618.91
-1978,CA01900,"Los Angeles County, CA",972663,10766,180,595,7062,2929,12,1106.86,18.51,61.17,726.05,301.13
-1978,CA01942,"Los Angeles, CA",2787525,36797,651,2467,16574,17105,12,1320.06,23.35,88.5,594.58,613.63
-1978,KY05680,"Louisville, KY",,,,,,,,,,,,
-1978,TNMPD00,"Memphis, TN",683112,5412,113,664,1738,2897,12,792.26,16.54,97.2,254.42,424.09
-1978,AZ00717,"Mesa, AZ",124937,493,4,40,328,121,12,394.6,3.2,32.02,262.53,96.85
-1978,FL01300,"Miami-Dade County, FL",669511,8437,96,334,5576,2431,12,1260.17,14.34,49.89,832.85,363.1
-1978,FL01306,"Miami, FL",330060,6272,96,207,3137,2832,12,1900.26,29.09,62.72,950.43,858.03
-1978,WIMPD00,"Milwaukee, WI",623657,2438,48,288,890,1212,12,390.92,7.7,46.18,142.71,194.34
-1978,MN02711,"Minneapolis, MN",374800,3098,26,307,1077,1688,12,826.57,6.94,81.91,287.35,450.37
-1978,MD01604,"Montgomery County, MD",525247,1138,10,110,488,530,12,216.66,1.9,20.94,92.91,100.9
-1978,TN01901,"Nashville, TN",452440,3153,81,217,1083,1772,12,696.89,17.9,47.96,239.37,391.65
-1978,NY02900,"Nassau County, NY",1100131,1005,13,23,293,676,12,91.35,1.18,2.09,26.63,61.45
-1978,LANPD00,"New Orleans, LA",559160,7635,216,406,2849,4164,12,1365.44,38.63,72.61,509.51,744.69
-1978,NY03030,"New York City, NY",7242886,122685,1503,3882,43271,74029,12,1693.87,20.75,53.6,597.43,1022.09
-1978,NJNPD00,"Newark, NJ",325679,6843,109,315,2737,3682,12,2101.15,33.47,96.72,840.4,1130.56
-1978,CA00109,"Oakland, CA",327756,5374,97,351,2152,2774,12,1639.63,29.6,107.09,656.59,846.36
-1978,OK05506,"Oklahoma City, OK",381184,3607,67,314,2203,1023,12,946.26,17.58,82.37,577.94,268.37
-1978,NB02802,"Omaha, NE",364446,1856,24,162,792,878,12,509.27,6.59,44.45,217.32,240.91
-1978,FL04804,"Orlando, FL",118393,1620,13,107,1090,410,12,1368.32,10.98,90.38,920.66,346.3
-1978,PAPEP00,"Philadelphia, PA",1885533,12369,352,724,4224,7069,12,655.99,18.67,38.4,224.02,374.91
-1978,AZ00723,"Phoenix, AZ",696763,5401,88,463,2819,2031,12,775.16,12.63,66.45,404.59,291.49
-1978,PAPPD00,"Pittsburgh, PA",479443,4818,66,231,1475,3046,12,1004.92,13.77,48.18,307.65,635.32
-1978,OR02602,"Portland, OR",362497,4017,34,371,1838,1774,12,1108.15,9.38,102.35,507.04,489.38
-1978,MD01721,"Prince George's County, MD",554087,3967,36,316,1617,1998,12,715.95,6.5,57.03,291.83,360.59
-1978,NC09201,"Raleigh, NC",150124,645,12,48,412,173,12,429.64,7.99,31.97,274.44,115.24
-1978,CA03404,"Sacramento, CA",261465,3198,61,218,1337,1582,12,1223.11,23.33,83.38,511.35,605.05
-1978,UT01803,"Salt Lake City, UT",185000,1062,21,131,459,451,12,574.05,11.35,70.81,248.11,243.78
-1978,TXSPD00,"San Antonio, TX",816780,3446,136,304,1568,1438,12,421.9,16.65,37.22,191.97,176.06
-1978,CA03711,"San Diego, CA",797293,4520,68,316,1606,2530,12,566.92,8.53,39.63,201.43,317.32
-1978,CA03801,"San Francisco, CA",658611,10509,118,583,3299,6509,12,1595.63,17.92,88.52,500.9,988.29
-1978,CA04313,"San Jose, CA",587621,2755,44,367,1189,1155,12,468.84,7.49,62.46,202.34,196.56
-1978,WASPD00,"Seattle, WA",489961,4900,54,360,2229,2257,12,1000.08,11.02,73.48,454.93,460.65
-1978,MOSPD00,"St. Louis, MO",525123,10095,210,497,4363,5025,12,1922.41,39.99,94.64,830.85,956.92
-1978,NY05101,"Suffolk County, NY",1157014,2523,21,142,1255,1105,12,218.06,1.82,12.27,108.47,95.5
-1978,FL02902,"Tampa, FL",263175,3510,41,253,2136,1080,12,1333.71,15.58,96.13,811.63,410.37
-1978,AZ01003,"Tucson, AZ",309200,1654,26,155,889,584,12,534.93,8.41,50.13,287.52,188.87
-1978,OK07205,"Tulsa, OK",356000,2160,45,193,1313,609,12,606.74,12.64,54.21,368.82,171.07
-1978,VA12800,"Virginia Beach, VA",240654,465,3,67,225,170,12,193.22,1.25,27.84,93.5,70.64
-1978,DCMPD00,"Washington, DC",674000,9515,189,447,2546,6333,12,1411.72,28.04,66.32,377.74,939.61
-1978,KS08703,"Wichita, KS",260642,1231,25,133,531,542,12,472.3,9.59,51.03,203.73,207.95
-1978,,United States,,1085550,19560,,,,,497.8,9,,,
-1979,NM00101,"Albuquerque, NM",302120,2679,47,215,1602,815,12,886.73,15.56,71.16,530.25,269.76
-1979,TX22001,"Arlington, TX",130265,626,11,52,373,190,12,480.56,8.44,39.92,286.34,145.86
-1979,GAAPD00,"Atlanta, GA",423103,10715,231,656,4639,5189,12,2532.48,54.6,155.04,1096.42,1226.42
-1979,CO00101,"Aurora, CO",134224,1033,9,78,595,351,12,769.61,6.71,58.11,443.29,261.5
-1979,TX22701,"Austin, TX",337727,1495,43,216,659,577,12,442.67,12.73,63.96,195.13,170.85
-1979,MD00301,"Baltimore County, MD",639872,5041,21,182,3782,1056,12,787.81,3.28,28.44,591.06,165.03
-1979,MDBPD00,"Baltimore, MD",790901,15523,245,564,6232,8482,12,1962.7,30.98,71.31,787.96,1072.45
-1979,MA01301,"Boston, MA",599582,11392,92,464,4236,6600,12,1899.99,15.34,77.39,706.49,1100.77
-1979,NY01401,"Buffalo, NY",383915,3857,52,265,1582,1958,12,1004.65,13.54,69.03,412.07,510.01
-1979,NC06001,"Charlotte, NC",300569,2485,50,115,1617,703,12,826.77,16.64,38.26,537.98,233.89
-1979,ILCPD00,"Chicago, IL",3060801,27807,856,1655,10832,14464,12,908.49,27.97,54.07,353.89,472.56
-1979,OHCIP00,"Cincinnati, OH",404661,3808,50,282,1814,1662,12,941.03,12.36,69.69,448.28,410.71
-1979,OHCLP00,"Cleveland, OH",601381,9736,274,612,3090,5760,12,1618.94,45.56,101.77,513.82,957.8
-1979,OHCOP00,"Columbus, OH",534052,4242,69,423,1305,2445,12,794.3,12.92,79.21,244.36,457.82
-1979,TXDPD00,"Dallas, TX",882225,11453,307,983,5707,4456,12,1298.19,34.8,111.42,646.89,505.09
-1979,CODPD00,"Denver, CO",486407,5118,66,626,2169,2257,12,1052.21,13.57,128.7,445.92,464.01
-1979,MI82349,"Detroit, MI",1258924,21021,452,1369,7787,11413,12,1669.76,35.9,108.74,618.54,906.57
-1979,TX07102,"El Paso, TX",413244,2245,33,175,1224,813,12,543.26,7.99,42.35,296.19,196.74
-1979,VA02901,"Fairfax County, VA",519384,882,11,124,282,465,12,169.82,2.12,23.87,54.3,89.53
-1979,TX22012,"Fort Worth, TX",384582,3799,99,345,1572,1783,12,987.83,25.74,89.71,408.76,463.62
-1979,CA01005,"Fresno, CA",194849,1976,43,148,776,1009,12,1014.12,22.07,75.96,398.26,517.84
-1979,HI00200,"Honolulu, HI",734368,2196,48,223,357,1568,12,299.03,6.54,30.37,48.61,213.52
-1979,TXHPD00,"Houston, TX",1619644,14216,654,1481,2770,9311,12,877.72,40.38,91.44,171.03,574.88
-1979,INIPD00,"Indianapolis, IN",513877,4178,92,439,1594,2053,12,813.04,17.9,85.43,310.19,399.51
-1979,FL01602,"Jacksonville, FL",546419,4903,73,372,2903,1555,12,897.3,13.36,68.08,531.28,284.58
-1979,MOKPD00,"Kansas City, MO",462914,5942,119,436,2736,2651,12,1283.61,25.71,94.19,591.04,572.68
-1979,NV00201,"Las Vegas, NV",324220,3210,75,198,1046,1891,12,990.07,23.13,61.07,322.62,583.25
-1979,CA01941,"Long Beach, CA",349158,3990,61,278,1373,2278,12,1142.75,17.47,79.62,393.23,652.43
-1979,CA01900,"Los Angeles County, CA",911864,11529,201,694,7141,3493,12,1264.33,22.04,76.11,783.12,383.06
-1979,CA01942,"Los Angeles, CA",2863412,43372,786,2508,19624,20454,12,1514.7,27.45,87.59,685.34,714.32
-1979,KY05680,"Louisville, KY",,,,,,,,,,,,
-1979,TNMPD00,"Memphis, TN",682110,5785,103,704,1678,3300,12,848.1,15.1,103.21,246,483.79
-1979,AZ00717,"Mesa, AZ",115498,755,2,53,547,153,12,653.69,1.73,45.89,473.6,132.47
-1979,FL01300,"Miami-Dade County, FL",677573,9508,129,428,5719,3232,12,1403.24,19.04,63.17,844.04,477
-1979,FL01306,"Miami, FL",362840,6825,134,261,3040,3390,12,1880.99,36.93,71.93,837.83,934.3
-1979,WIMPD00,"Milwaukee, WI",645097,3039,63,283,1101,1592,12,471.09,9.77,43.87,170.67,246.78
-1979,MN02711,"Minneapolis, MN",363899,3899,30,327,1554,1988,12,1071.45,8.24,89.86,427.04,546.31
-1979,MD01604,"Montgomery County, MD",522756,1241,17,130,534,560,12,237.4,3.25,24.87,102.15,107.12
-1979,TN01901,"Nashville, TN",444443,3251,89,266,1180,1716,12,731.48,20.03,59.85,265.5,386.1
-1979,NY02900,"Nassau County, NY",1105718,1257,20,39,425,773,12,113.68,1.81,3.53,38.44,69.91
-1979,LANPD00,"New Orleans, LA",567656,8894,242,423,2953,5276,12,1566.79,42.63,74.52,520.21,929.44
-1979,NY03030,"New York City, NY",7109420,132383,1733,3875,44203,82572,12,1862.08,24.38,54.51,621.75,1161.44
-1979,NJNPD00,"Newark, NJ",315818,9647,129,417,3001,6100,12,3054.61,40.85,132.04,950.23,1931.49
-1979,CA00109,"Oakland, CA",344686,6064,106,373,2513,3072,12,1759.28,30.75,108.21,729.07,891.25
-1979,OK05506,"Oklahoma City, OK",381348,3812,83,311,2230,1188,12,999.61,21.76,81.55,584.77,311.53
-1979,NB02802,"Omaha, NE",370326,2017,40,193,830,954,12,544.66,10.8,52.12,224.13,257.61
-1979,FL04804,"Orlando, FL",121515,1726,17,133,1080,496,12,1420.4,13.99,109.45,888.78,408.18
-1979,PAPEP00,"Philadelphia, PA",1757368,14537,385,838,4476,8838,12,827.2,21.91,47.68,254.7,502.91
-1979,AZ00723,"Phoenix, AZ",718216,5803,91,477,2898,2337,12,807.97,12.67,66.41,403.5,325.39
-1979,PAPPD00,"Pittsburgh, PA",439407,4649,68,263,1566,2752,12,1058.02,15.48,59.85,356.39,626.3
-1979,OR02602,"Portland, OR",406525,4558,39,435,2297,1787,12,1121.21,9.59,107,565.03,439.58
-1979,MD01721,"Prince George's County, MD",559514,4538,48,346,1868,2276,12,811.06,8.58,61.84,333.86,406.78
-1979,NC09201,"Raleigh, NC",140285,804,17,46,539,202,12,573.12,12.12,32.79,384.22,143.99
-1979,CA03404,"Sacramento, CA",274300,3212,44,219,1309,1640,12,1170.98,16.04,79.84,477.21,597.89
-1979,UT01803,"Salt Lake City, UT",180189,1119,18,155,451,495,12,621.01,9.99,86.02,250.29,274.71
-1979,TXSPD00,"San Antonio, TX",829138,4088,171,367,1861,1689,12,493.04,20.62,44.26,224.45,203.71
-1979,CA03711,"San Diego, CA",829322,5436,96,331,2125,2884,12,655.48,11.58,39.91,256.23,347.75
-1979,CA03801,"San Francisco, CA",659176,11041,112,664,3571,6694,12,1674.97,16.99,100.73,541.74,1015.51
-1979,CA04313,"San Jose, CA",604993,3236,44,407,1427,1358,12,534.88,7.27,67.27,235.87,224.47
-1979,WASPD00,"Seattle, WA",521590,4857,37,421,2328,2071,12,931.19,7.09,80.71,446.33,397.06
-1979,MOSPD00,"St. Louis, MO",505451,10774,265,555,4568,5386,12,2131.56,52.43,109.8,903.75,1065.58
-1979,NY05101,"Suffolk County, NY",1165851,3023,26,178,1708,1111,12,259.3,2.23,15.27,146.5,95.3
-1979,FL02902,"Tampa, FL",277203,4206,37,308,2549,1312,12,1517.3,13.35,111.11,919.54,473.3
-1979,AZ01003,"Tucson, AZ",315978,2029,14,184,1134,697,12,642.13,4.43,58.23,358.89,220.58
-1979,OK07205,"Tulsa, OK",343258,2326,44,196,1435,651,12,677.62,12.82,57.1,418.05,189.65
-1979,VA12800,"Virginia Beach, VA",244308,530,10,74,258,188,12,216.94,4.09,30.29,105.6,76.95
-1979,DCMPD00,"Washington, DC",656000,10553,180,489,2964,6920,12,1608.69,27.44,74.54,451.83,1054.88
-1979,KS08703,"Wichita, KS",273559,1456,32,147,609,668,12,532.24,11.7,53.74,222.62,244.19
-1979,,United States,,1208030,21460,,,,,548.9,9.8,,,
-1980,NM00101,"Albuquerque, NM",328837,2810,49,217,1630,914,12,854.53,14.9,65.99,495.69,277.95
-1980,TX22001,"Arlington, TX",161192,806,7,72,531,196,12,500.02,4.34,44.67,329.42,121.59
-1980,GAAPD00,"Atlanta, GA",422474,11075,201,671,5470,4733,12,2621.46,47.58,158.83,1294.75,1120.31
-1980,CO00101,"Aurora, CO",158249,1278,10,95,822,351,12,807.59,6.32,60.03,519.43,221.8
-1980,TX22701,"Austin, TX",343425,1723,43,237,765,678,12,501.71,12.52,69.01,222.76,197.42
-1980,MD00301,"Baltimore County, MD",651337,5774,26,184,4356,1208,12,886.48,3.99,28.25,668.78,185.46
-1980,MDBPD00,"Baltimore, MD",784554,16571,216,560,5775,10020,12,2112.16,27.53,71.38,736.09,1277.16
-1980,MA01301,"Boston, MA",562582,12478,92,484,4376,7526,12,2217.99,16.35,86.03,777.84,1337.76
-1980,NY01401,"Buffalo, NY",357384,3833,61,297,1561,1914,12,1072.52,17.07,83.1,436.79,535.56
-1980,NC06001,"Charlotte, NC",310794,2759,60,145,1868,686,12,887.73,19.31,46.65,601.04,220.72
-1980,ILCPD00,"Chicago, IL",2986419,28658,863,1329,10205,16261,12,959.61,28.9,44.5,341.71,544.5
-1980,OHCIP00,"Cincinnati, OH",383114,3930,48,353,1843,1686,12,1025.8,12.53,92.14,481.06,440.08
-1980,OHCLP00,"Cleveland, OH",572657,11466,265,703,3696,6802,12,2002.25,46.28,122.76,645.41,1187.8
-1980,OHCOP00,"Columbus, OH",562416,5130,87,460,1359,3224,12,912.14,15.47,81.79,241.64,573.24
-1980,TXDPD00,"Dallas, TX",900104,12681,319,1121,6258,4983,12,1408.84,35.44,124.54,695.25,553.6
-1980,CODPD00,"Denver, CO",489318,5520,99,704,2351,2366,12,1128.1,20.23,143.87,480.46,483.53
-1980,MI82349,"Detroit, MI",1197325,23288,547,1313,7999,13429,12,1945,45.69,109.66,668.07,1121.58
-1980,TX07102,"El Paso, TX",425122,2811,54,218,1711,828,12,661.22,12.7,51.28,402.47,194.77
-1980,VA02901,"Fairfax County, VA",568736,995,21,95,376,503,12,174.95,3.69,16.7,66.11,88.44
-1980,TX22012,"Fort Worth, TX",382679,4693,106,338,1963,2286,12,1226.35,27.7,88.32,512.96,597.37
-1980,CA01005,"Fresno, CA",215396,2369,49,193,895,1232,12,1099.83,22.75,89.6,415.51,571.97
-1980,HI00200,"Honolulu, HI",762020,2456,65,264,398,1729,12,322.3,8.53,34.64,52.23,226.9
-1980,TXHPD00,"Houston, TX",1557575,13499,524,1264,2530,9181,10,866.67,33.64,81.15,162.43,589.44
-1980,INIPD00,"Indianapolis, IN",698753,4453,107,410,1743,2193,12,637.28,15.31,58.68,249.44,313.84
-1980,FL01602,"Jacksonville, FL",542795,4848,70,414,2733,1631,12,893.15,12.9,76.27,503.51,300.48
-1980,MOKPD00,"Kansas City, MO",446865,7013,132,518,3474,2889,12,1569.38,29.54,115.92,777.42,646.5
-1980,NV00201,"Las Vegas, NV",385396,4421,92,291,1402,2636,12,1147.13,23.87,75.51,363.78,683.97
-1980,CA01941,"Long Beach, CA",356906,4634,82,288,1483,2781,12,1298.38,22.98,80.69,415.52,779.2
-1980,CA01900,"Los Angeles County, CA",1020111,12593,201,728,7732,3932,12,1234.47,19.7,71.36,757.96,385.45
-1980,CA01942,"Los Angeles, CA",2952511,51447,1010,2813,21987,25637,12,1742.48,34.21,95.27,744.69,868.31
-1980,KY05680,"Louisville, KY",,,,,,,,,,,,
-1980,TNMPD00,"Memphis, TN",644957,6898,152,788,2112,3846,12,1069.53,23.57,122.18,327.46,596.32
-1980,AZ00717,"Mesa, AZ",149662,812,10,62,547,193,12,542.56,6.68,41.43,365.49,128.96
-1980,FL01300,"Miami-Dade County, FL",774491,12429,212,533,5986,5698,12,1604.8,27.37,68.82,772.89,735.71
-1980,FL01306,"Miami, FL",335718,11474,220,325,4039,6890,12,3417.75,65.53,96.81,1203.09,2052.32
-1980,WIMPD00,"Milwaukee, WI",633845,3310,74,213,1227,1796,12,522.21,11.67,33.6,193.58,283.35
-1980,MN02711,"Minneapolis, MN",370163,3917,36,373,1241,2267,12,1058.18,9.73,100.77,335.26,612.43
-1980,MD01604,"Montgomery County, MD",519381,1433,16,144,475,798,12,275.91,3.08,27.73,91.46,153.64
-1980,TN01901,"Nashville, TN",452025,3634,87,295,1225,2027,12,803.94,19.25,65.26,271,448.43
-1980,NY02900,"Nassau County, NY",1049118,1462,20,28,488,926,12,139.36,1.91,2.67,46.52,88.26
-1980,LANPD00,"New Orleans, LA",557761,8172,218,588,2719,4647,12,1465.14,39.08,105.42,487.48,833.15
-1980,NY03030,"New York City, NY",7035348,149549,1812,3711,43476,100550,12,2125.68,25.76,52.75,617.97,1429.21
-1980,NJNPD00,"Newark, NJ",330104,11270,163,546,3716,6845,12,3414.08,49.38,165.4,1125.71,2073.59
-1980,CA00109,"Oakland, CA",338721,7536,132,434,2722,4248,12,2224.84,38.97,128.13,803.61,1254.13
-1980,OK05506,"Oklahoma City, OK",401577,3734,72,337,2074,1251,12,929.83,17.93,83.92,516.46,311.52
-1980,NB02802,"Omaha, NE",312919,1983,38,213,679,1053,12,633.71,12.14,68.07,216.99,336.51
-1980,FL04804,"Orlando, FL",127811,2350,17,190,1401,742,12,1838.65,13.3,148.66,1096.15,580.54
-1980,PAPEP00,"Philadelphia, PA",1681175,17299,436,937,5043,10883,12,1028.98,25.93,55.73,299.97,647.34
-1980,AZ00723,"Phoenix, AZ",772884,7020,103,485,3395,3037,12,908.29,13.33,62.75,439.26,392.94
-1980,PAPPD00,"Pittsburgh, PA",424205,5120,50,299,1519,3252,12,1206.96,11.79,70.48,358.08,766.61
-1980,OR02602,"Portland, OR",364419,4957,46,364,2298,2249,12,1360.25,12.62,99.89,630.59,617.15
-1980,MD01721,"Prince George's County, MD",556147,5194,53,383,1870,2888,12,933.93,9.53,68.87,336.24,519.29
-1980,NC09201,"Raleigh, NC",148429,784,12,64,448,260,12,528.2,8.08,43.12,301.83,175.17
-1980,CA03404,"Sacramento, CA",274547,3221,45,217,1355,1604,12,1173.21,16.39,79.04,493.54,584.24
-1980,UT01803,"Salt Lake City, UT",162985,1132,16,140,448,528,12,694.54,9.82,85.9,274.87,323.96
-1980,TXSPD00,"San Antonio, TX",788049,4265,164,362,1997,1742,12,541.21,20.81,45.94,253.41,221.05
-1980,CA03711,"San Diego, CA",874826,6189,103,362,2738,2986,12,707.45,11.77,41.38,312.98,341.33
-1980,CA03801,"San Francisco, CA",674150,12710,110,759,4314,7527,12,1885.34,16.32,112.59,639.92,1116.52
-1980,CA04313,"San Jose, CA",628106,3788,62,479,1533,1714,12,603.08,9.87,76.26,244.07,272.88
-1980,WASPD00,"Seattle, WA",491897,5201,63,512,2373,2253,12,1057.34,12.81,104.09,482.42,458.02
-1980,MOSPD00,"St. Louis, MO",450790,10983,225,392,4428,5938,12,2436.39,49.91,86.96,982.28,1317.24
-1980,NY05101,"Suffolk County, NY",1158917,2967,43,169,1407,1348,12,256.01,3.71,14.58,121.41,116.32
-1980,FL02902,"Tampa, FL",268709,5089,44,348,2820,1877,12,1893.87,16.37,129.51,1049.46,698.53
-1980,AZ01003,"Tucson, AZ",331506,2584,38,174,1717,655,12,779.47,11.46,52.49,517.94,197.58
-1980,OK07205,"Tulsa, OK",355766,2715,36,251,1630,798,12,763.14,10.12,70.55,458.17,224.3
-1980,VA12800,"Virginia Beach, VA",260680,530,11,105,204,210,12,203.31,4.22,40.28,78.26,80.56
-1980,DCMPD00,"Washington, DC",635233,12772,200,439,3236,8897,12,2010.6,31.48,69.11,509.42,1400.59
-1980,KS08703,"Wichita, KS",279352,1823,32,202,763,826,12,652.58,11.46,72.31,273.13,295.68
-1980,,United States,,1344520,23040,,,,,596.6,10.2,,,
-1981,NM00101,"Albuquerque, NM",336840,2985,45,213,1620,1107,12,886.18,13.36,63.23,480.94,328.64
-1981,TX22001,"Arlington, TX",167848,699,12,102,373,212,12,416.45,7.15,60.77,222.22,126.3
-1981,GAAPD00,"Atlanta, GA",435626,10608,181,644,5246,4537,12,2435.12,41.55,147.83,1204.24,1041.49
-1981,CO00101,"Aurora, CO",162900,1437,10,76,992,359,12,882.14,6.14,46.65,608.96,220.38
-1981,TX22701,"Austin, TX",357607,1545,39,263,574,669,12,432.04,10.91,73.54,160.51,187.08
-1981,MD00301,"Baltimore County, MD",662025,6127,32,191,4510,1394,12,925.49,4.83,28.85,681.24,210.57
-1981,MDBPD00,"Baltimore, MD",797429,17737,228,565,6229,10715,12,2224.27,28.59,70.85,781.14,1343.69
-1981,MA01301,"Boston, MA",566679,14071,100,531,4192,9248,12,2483.06,17.65,93.7,739.75,1631.96
-1981,NY01401,"Buffalo, NY",359167,3341,25,229,1353,1734,10,930.21,6.96,63.76,376.7,482.78
-1981,NC06001,"Charlotte, NC",316503,3166,51,198,2143,774,12,1000.31,16.11,62.56,677.09,244.55
-1981,ILCPD00,"Chicago, IL",3012703,25609,877,1255,7359,16118,12,850.03,29.11,41.66,244.27,535
-1981,OHCIP00,"Cincinnati, OH",383441,3892,43,289,1804,1756,12,1015.02,11.21,75.37,470.48,457.96
-1981,OHCLP00,"Cleveland, OH",573145,12429,233,621,3754,7821,12,2168.56,40.65,108.35,654.98,1364.58
-1981,OHCOP00,"Columbus, OH",562896,5263,91,396,1420,3356,12,934.99,16.17,70.35,252.27,596.2
-1981,TXDPD00,"Dallas, TX",937273,12749,298,1121,5928,5402,12,1360.22,31.79,119.6,632.47,576.35
-1981,CODPD00,"Denver, CO",503695,5085,100,471,2111,2403,12,1009.54,19.85,93.51,419.1,477.07
-1981,MI82349,"Detroit, MI",1193805,23176,502,1229,6648,14797,12,1941.36,42.05,102.95,556.87,1239.48
-1981,TX07102,"El Paso, TX",442677,3510,35,205,2399,871,12,792.9,7.91,46.31,541.93,196.76
-1981,VA02901,"Fairfax County, VA",579696,934,14,99,288,533,11,161.12,2.42,17.08,49.68,91.94
-1981,TX22012,"Fort Worth, TX",398482,4946,113,435,2086,2312,12,1241.21,28.36,109.16,523.49,580.2
-1981,CA01005,"Fresno, CA",221129,2158,33,155,868,1102,12,975.9,14.92,70.09,392.53,498.35
-1981,HI00200,"Honolulu, HI",773331,1965,40,265,340,1320,12,254.1,5.17,34.27,43.97,170.69
-1981,TXHPD00,"Houston, TX",1621897,10274,497,967,1917,6893,9,633.46,30.64,59.62,118.19,425
-1981,INIPD00,"Indianapolis, IN",461820,4539,65,400,1880,2194,12,982.85,14.07,86.61,407.09,475.08
-1981,FL01602,"Jacksonville, FL",575157,5634,89,410,2795,2340,12,979.56,15.47,71.28,485.95,406.85
-1981,MOKPD00,"Kansas City, MO",450211,7714,115,429,3935,3235,12,1713.42,25.54,95.29,874.03,718.55
-1981,NV00201,"Las Vegas, NV",406915,4648,106,310,1454,2778,12,1142.25,26.05,76.18,357.32,682.7
-1981,CA01941,"Long Beach, CA",366405,4579,74,307,1270,2928,12,1249.71,20.2,83.79,346.61,799.12
-1981,CA01900,"Los Angeles County, CA",1047260,12059,183,664,6956,4256,12,1151.48,17.47,63.4,664.21,406.39
-1981,CA01942,"Los Angeles, CA",3031090,52818,879,2666,21121,28152,12,1742.54,29,87.96,696.81,928.77
-1981,KY05680,"Louisville, KY",,,,,,,,,,,,
-1981,TNMPD00,"Memphis, TN",654096,7056,133,760,2071,4092,12,1078.74,20.33,116.19,316.62,625.6
-1981,AZ00717,"Mesa, AZ",153941,741,1,51,546,143,12,481.35,0.65,33.13,354.68,92.89
-1981,FL01300,"Miami-Dade County, FL",822971,12755,254,570,6405,5526,12,1549.87,30.86,69.26,778.28,671.47
-1981,FL01306,"Miami, FL",356734,11211,210,382,4423,6196,12,3142.68,58.87,107.08,1239.86,1736.87
-1981,WIMPD00,"Milwaukee, WI",641715,3424,71,290,1257,1806,12,533.57,11.06,45.19,195.88,281.43
-1981,MN02711,"Minneapolis, MN",372784,3883,28,367,1192,2296,12,1041.62,7.51,98.45,319.76,615.91
-1981,MD01604,"Montgomery County, MD",527903,1716,12,156,676,872,12,325.06,2.27,29.55,128.05,165.18
-1981,TN01901,"Nashville, TN",458430,3087,79,363,1051,1594,12,673.39,17.23,79.18,229.26,347.71
-1981,NY02900,"Nassau County, NY",1054349,1708,27,37,421,1223,12,162,2.56,3.51,39.93,116
-1981,LANPD00,"New Orleans, LA",571771,8121,217,453,2501,4950,12,1420.32,37.95,79.23,437.41,865.73
-1981,NY03030,"New York City, NY",7070429,156946,1826,3862,43783,107475,12,2219.75,25.83,54.62,619.24,1520.06
-1981,NJNPD00,"Newark, NJ",332746,12320,161,598,3783,7778,12,3702.52,48.39,179.72,1136.9,2337.52
-1981,CA00109,"Oakland, CA",347736,7036,118,430,2652,3836,12,2023.37,33.93,123.66,762.65,1103.14
-1981,OK05506,"Oklahoma City, OK",414523,4128,65,336,2236,1491,12,995.84,15.68,81.06,539.42,359.69
-1981,NB02802,"Omaha, NE",322883,1583,28,186,470,899,12,490.27,8.67,57.61,145.56,278.43
-1981,FL04804,"Orlando, FL",135812,2373,25,154,1309,885,12,1747.27,18.41,113.39,963.83,651.64
-1981,PAPEP00,"Philadelphia, PA",1686834,17616,362,936,5502,10816,12,1044.32,21.46,55.49,326.17,641.2
-1981,AZ00723,"Phoenix, AZ",794983,6319,96,408,3119,2696,12,794.86,12.08,51.32,392.34,339.13
-1981,PAPPD00,"Pittsburgh, PA",425632,5983,49,213,1433,4288,12,1405.67,11.51,50.04,336.68,1007.44
-1981,OR02602,"Portland, OR",369518,6452,38,403,2939,3072,12,1746.06,10.28,109.06,795.36,831.35
-1981,MD01721,"Prince George's County, MD",564424,5571,58,371,1797,3345,12,987.02,10.28,65.73,318.38,592.64
-1981,NC09201,"Raleigh, NC",151155,719,11,56,364,288,12,475.67,7.28,37.05,240.81,190.53
-1981,CA03404,"Sacramento, CA",281854,3535,53,228,1421,1833,12,1254.2,18.8,80.89,504.16,650.34
-1981,UT01803,"Salt Lake City, UT",169383,1268,14,137,530,587,12,748.6,8.27,80.88,312.9,346.55
-1981,TXSPD00,"San Antonio, TX",820591,4651,185,376,2255,1835,12,566.79,22.54,45.82,274.8,223.62
-1981,CA03711,"San Diego, CA",898109,6594,94,559,2618,3323,12,734.21,10.47,62.24,291.5,370
-1981,CA03801,"San Francisco, CA",692092,12011,126,672,3827,7386,12,1735.46,18.21,97.1,552.96,1067.2
-1981,CA04313,"San Jose, CA",644823,4122,68,465,1519,2070,12,639.25,10.55,72.11,235.57,321.02
-1981,WASPD00,"Seattle, WA",503697,5414,59,485,2526,2344,12,1074.85,11.71,96.29,501.49,465.36
-1981,MOSPD00,"St. Louis, MO",454166,10364,265,413,4321,5365,12,2281.99,58.35,90.94,951.41,1181.29
-1981,NY05101,"Suffolk County, NY",1164699,1663,21,91,731,820,7,142.78,1.8,7.81,62.76,70.4
-1981,FL02902,"Tampa, FL",285530,5674,69,409,2882,2314,12,1987.18,24.17,143.24,1009.35,810.42
-1981,AZ01003,"Tucson, AZ",340985,2810,28,163,1747,872,12,824.08,8.21,47.8,512.34,255.73
-1981,OK07205,"Tulsa, OK",367234,2678,47,247,1435,949,12,729.24,12.8,67.26,390.76,258.42
-1981,VA12800,"Virginia Beach, VA",265704,606,12,93,266,235,12,228.07,4.52,35,100.11,88.44
-1981,DCMPD00,"Washington, DC",636000,14468,223,414,3432,10399,12,2274.84,35.06,65.09,539.62,1635.06
-1981,KS08703,"Wichita, KS",282465,1729,43,202,668,816,12,612.11,15.22,71.51,236.49,288.89
-1981,,United States,,1361820,22520,,,,,593.5,9.8,,,
-1982,NM00101,"Albuquerque, NM",344962,2659,26,199,1508,926,12,770.81,7.54,57.69,437.15,268.44
-1982,TX22001,"Arlington, TX",173821,607,7,67,342,191,12,349.21,4.03,38.55,196.75,109.88
-1982,GAAPD00,"Atlanta, GA",441103,10486,152,613,5722,3999,12,2377.22,34.46,138.97,1297.2,906.59
-1982,CO00101,"Aurora, CO",167408,1406,10,76,967,353,12,839.86,5.97,45.4,577.63,210.86
-1982,TX22701,"Austin, TX",370331,1532,57,235,605,635,12,413.68,15.39,63.46,163.37,171.47
-1982,MD00301,"Baltimore County, MD",662646,6539,33,165,5103,1238,12,986.8,4.98,24.9,770.09,186.83
-1982,MDBPD00,"Baltimore, MD",798175,16683,227,550,6559,9347,12,2090.14,28.44,68.91,821.75,1171.05
-1982,MA01301,"Boston, MA",567758,10970,93,366,3980,6531,12,1932.16,16.38,64.46,701,1150.31
-1982,NY01401,"Buffalo, NY",360493,3557,42,247,1615,1653,12,986.7,11.65,68.52,448,458.54
-1982,NC06001,"Charlotte, NC",320119,4100,48,198,2864,990,12,1280.77,14.99,61.85,894.67,309.26
-1982,ILCPD00,"Chicago, IL",3010862,26404,668,1112,8317,16307,12,876.96,22.19,36.93,276.23,541.61
-1982,OHCIP00,"Cincinnati, OH",383975,3757,52,285,1831,1589,12,978.45,13.54,74.22,476.85,413.83
-1982,OHCLP00,"Cleveland, OH",573944,9386,195,628,3267,5296,12,1635.35,33.98,109.42,569.22,922.74
-1982,OHCOP00,"Columbus, OH",563680,4590,92,332,1659,2507,12,814.29,16.32,58.9,294.32,444.76
-1982,TXDPD00,"Dallas, TX",970624,13053,306,1105,5947,5695,12,1344.8,31.53,113.84,612.7,586.74
-1982,CODPD00,"Denver, CO",517638,4935,68,516,1965,2386,12,953.37,13.14,99.68,379.61,460.94
-1982,MI82349,"Detroit, MI",1181868,23746,513,1167,6029,16037,12,2009.19,43.41,98.74,510.12,1356.92
-1982,TX07102,"El Paso, TX",458429,3922,41,219,2730,932,12,855.53,8.94,47.77,595.51,203.3
-1982,VA02901,"Fairfax County, VA",586631,966,10,91,344,521,12,164.67,1.7,15.51,58.64,88.81
-1982,TX22012,"Fort Worth, TX",412661,4901,103,470,2095,2233,12,1187.66,24.96,113.89,507.68,541.12
-1982,CA01005,"Fresno, CA",226300,2182,33,155,782,1212,12,964.21,14.58,68.49,345.56,535.57
-1982,HI00200,"Honolulu, HI",785181,2151,25,269,400,1457,12,273.95,3.18,34.26,50.94,185.56
-1982,TXHPD00,"Houston, TX",1679607,17801,678,1270,3461,12392,12,1059.83,40.37,75.61,206.06,737.79
-1982,INIPD00,"Indianapolis, IN",462657,4341,69,387,1892,1993,12,938.28,14.91,83.65,408.94,430.77
-1982,FL01602,"Jacksonville, FL",590957,5643,83,422,2986,2152,12,954.89,14.05,71.41,505.28,364.16
-1982,MOKPD00,"Kansas City, MO",451397,6729,93,376,3504,2756,12,1490.71,20.6,83.3,776.26,610.55
-1982,NV00201,"Las Vegas, NV",424252,4470,88,286,1357,2739,12,1053.62,20.74,67.41,319.86,645.61
-1982,CA01941,"Long Beach, CA",374974,4498,68,277,1275,2878,12,1199.55,18.13,73.87,340.02,767.52
-1982,CA01900,"Los Angeles County, CA",1071752,11870,158,649,6971,4092,12,1107.53,14.74,60.56,650.43,381.8
-1982,CA01942,"Los Angeles, CA",3101979,53957,849,2706,20373,30029,12,1739.44,27.37,87.23,656.77,968.06
-1982,KY05680,"Louisville, KY",,,,,,,,,,,,
-1982,TNMPD00,"Memphis, TN",659913,7609,122,713,2370,4404,12,1153.03,18.49,108.04,359.14,667.36
-1982,AZ00717,"Mesa, AZ",157634,705,3,40,533,129,12,447.24,1.9,25.38,338.13,81.84
-1982,FL01300,"Miami-Dade County, FL",843210,12088,216,492,6249,5131,12,1433.57,25.62,58.35,741.1,608.51
-1982,FL01306,"Miami, FL",365506,9963,190,349,4301,5123,12,2725.81,51.98,95.48,1176.72,1401.62
-1982,WIMPD00,"Milwaukee, WI",645231,3593,62,194,1250,2087,12,556.85,9.61,30.07,193.73,323.45
-1982,MN02711,"Minneapolis, MN",376704,4247,36,314,1314,2583,12,1127.41,9.56,83.35,348.81,685.68
-1982,MD01604,"Montgomery County, MD",528399,1719,19,166,852,682,12,325.32,3.6,31.42,161.24,129.07
-1982,TN01901,"Nashville, TN",462507,3248,67,321,1198,1662,12,702.26,14.49,69.4,259.02,359.35
-1982,NY02900,"Nassau County, NY",1058247,1685,20,39,487,1139,12,159.23,1.89,3.69,46.02,107.63
-1982,LANPD00,"New Orleans, LA",579338,8604,233,488,2777,5106,12,1485.14,40.22,84.23,479.34,881.35
-1982,NY03030,"New York City, NY",7096559,143943,1668,3547,42784,95944,12,2028.35,23.5,49.98,602.88,1351.98
-1982,NJNPD00,"Newark, NJ",334414,10704,117,489,3705,6393,12,3200.82,34.99,146.23,1107.91,1911.7
-1982,CA00109,"Oakland, CA",355868,6609,94,441,2880,3194,12,1857.15,26.41,123.92,809.29,897.52
-1982,OK05506,"Oklahoma City, OK",425093,4286,89,386,2010,1801,12,1008.25,20.94,90.8,472.84,423.67
-1982,NB02802,"Omaha, NE",324936,2450,20,175,1512,743,12,753.99,6.16,53.86,465.32,228.66
-1982,FL04804,"Orlando, FL",139152,2662,34,160,1659,809,12,1913.02,24.43,114.98,1192.22,581.38
-1982,PAPEP00,"Philadelphia, PA",1687556,17511,332,839,5736,10604,12,1037.65,19.67,49.72,339.9,628.36
-1982,AZ00723,"Phoenix, AZ",814054,5431,95,431,2503,2402,12,667.15,11.67,52.94,307.47,295.07
-1982,PAPPD00,"Pittsburgh, PA",425814,5391,51,236,1263,3841,12,1266.05,11.98,55.42,296.61,902.04
-1982,OR02602,"Portland, OR",369796,6484,36,392,3245,2811,12,1753.4,9.74,106,877.51,760.15
-1982,MD01721,"Prince George's County, MD",564955,5053,67,346,1958,2682,12,894.41,11.86,61.24,346.58,474.73
-1982,NC09201,"Raleigh, NC",152882,886,20,62,482,322,12,579.53,13.08,40.55,315.28,210.62
-1982,CA03404,"Sacramento, CA",288446,2988,43,191,1211,1543,12,1035.9,14.91,66.22,419.84,534.94
-1982,UT01803,"Salt Lake City, UT",173630,1279,11,124,488,656,12,736.62,6.34,71.42,281.06,377.81
-1982,TXSPD00,"San Antonio, TX",849791,5905,190,400,3120,2195,12,694.88,22.36,47.07,367.15,258.3
-1982,CA03711,"San Diego, CA",919113,5835,72,428,2193,3142,12,634.85,7.83,46.57,238.6,341.85
-1982,CA03801,"San Francisco, CA",708278,11615,111,594,3757,7153,12,1639.89,15.67,83.87,530.44,1009.91
-1982,CA04313,"San Jose, CA",659903,3616,37,430,1448,1701,12,547.96,5.61,65.16,219.43,257.77
-1982,WASPD00,"Seattle, WA",507643,5120,31,435,2383,2271,12,1008.58,6.11,85.69,469.42,447.36
-1982,MOSPD00,"St. Louis, MO",455362,10069,226,316,4628,4899,12,2211.21,49.63,69.4,1016.33,1075.85
-1982,NY05101,"Suffolk County, NY",1169000,2081,27,115,937,1002,8,178.02,2.31,9.84,80.15,85.71
-1982,FL02902,"Tampa, FL",292551,5736,59,411,3424,1842,12,1960.68,20.17,140.49,1170.39,629.63
-1982,AZ01003,"Tucson, AZ",349165,2925,31,236,1748,910,12,837.71,8.88,67.59,500.62,260.62
-1982,OK07205,"Tulsa, OK",376599,2704,31,228,1395,1050,12,718.01,8.23,60.54,370.42,278.81
-1982,VA12800,"Virginia Beach, VA",268887,646,15,97,276,258,12,240.25,5.58,36.07,102.65,95.95
-1982,DCMPD00,"Washington, DC",631000,13397,194,421,3645,9137,12,2123.14,30.74,66.72,577.65,1448.02
-1982,KS08703,"Wichita, KS",285665,1695,31,197,790,677,12,593.35,10.85,68.96,276.55,236.99
-1982,,United States,,1322390,21010,,,,,570.8,9.1,,,
-1983,NM00101,"Albuquerque, NM",355163,2954,24,206,1815,909,12,831.73,6.76,58,511.03,255.94
-1983,TX22001,"Arlington, TX",178871,585,7,75,317,186,12,327.05,3.91,41.93,177.22,103.99
-1983,GAAPD00,"Atlanta, GA",448635,9326,141,619,5014,3552,12,2078.75,31.43,137.97,1117.61,791.73
-1983,CO00101,"Aurora, CO",172575,1706,12,65,1296,333,12,988.56,6.95,37.66,750.98,192.96
-1983,TX22701,"Austin, TX",381091,1534,58,240,571,665,12,402.53,15.22,62.98,149.83,174.5
-1983,MD00301,"Baltimore County, MD",668705,6012,34,148,4570,1260,12,899.05,5.08,22.13,683.41,188.42
-1983,MDBPD00,"Baltimore, MD",805527,16132,201,497,6267,9167,12,2002.66,24.95,61.7,778,1138.01
-1983,MA01301,"Boston, MA",566551,11365,90,367,4195,6713,12,2006,15.89,64.78,740.45,1184.89
-1983,NY01401,"Buffalo, NY",360656,3297,43,297,1547,1410,12,914.17,11.92,82.35,428.94,390.95
-1983,NC06001,"Charlotte, NC",323704,4267,44,258,2863,1102,12,1318.18,13.59,79.7,884.45,340.43
-1983,ILCPD00,"Chicago, IL",3021203,39776,729,2246,13330,23471,12,1316.56,24.13,74.34,441.21,776.88
-1983,OHCIP00,"Cincinnati, OH",382373,3339,27,308,1603,1401,12,873.23,7.06,80.55,419.22,366.4
-1983,OHCLP00,"Cleveland, OH",571827,7798,148,716,2819,4115,12,1363.7,25.88,125.21,492.98,719.62
-1983,OHCOP00,"Columbus, OH",561328,4197,74,324,1392,2407,12,747.69,13.18,57.72,247.98,428.8
-1983,TXDPD00,"Dallas, TX",998827,11478,268,891,5405,4914,12,1149.15,26.83,89.2,541.13,491.98
-1983,CODPD00,"Denver, CO",533732,4379,78,430,1947,1924,12,820.45,14.61,80.56,364.79,360.48
-1983,MI82349,"Detroit, MI",1176968,25527,580,1514,6511,16922,12,2168.88,49.28,128.64,553.2,1437.76
-1983,TX07102,"El Paso, TX",471749,4275,33,177,3200,865,12,906.2,7,37.52,678.33,183.36
-1983,VA02901,"Fairfax County, VA",592933,794,13,68,349,364,12,133.91,2.19,11.47,58.86,61.39
-1983,TX22012,"Fort Worth, TX",424651,5104,112,454,2518,2020,12,1201.93,26.37,106.91,592.96,475.68
-1983,CA01005,"Fresno, CA",230418,1913,32,172,725,984,12,830.23,13.89,74.65,314.65,427.05
-1983,HI00200,"Honolulu, HI",808092,2136,45,249,599,1243,12,264.33,5.57,30.81,74.13,153.82
-1983,TXHPD00,"Houston, TX",1728783,15919,561,1179,3909,10270,12,920.82,32.45,68.2,226.11,594.06
-1983,INIPD00,"Indianapolis, IN",463455,4139,56,376,1886,1821,12,893.07,12.08,81.13,406.94,392.92
-1983,FL01602,"Jacksonville, FL",605934,5670,82,411,2889,2288,12,935.75,13.53,67.83,476.78,377.6
-1983,MOKPD00,"Kansas City, MO",453128,7452,106,425,4045,2876,12,1644.57,23.39,93.79,892.68,634.7
-1983,NV00201,"Las Vegas, NV",429080,3564,74,244,1261,1985,12,830.61,17.25,56.87,293.88,462.62
-1983,CA01941,"Long Beach, CA",381798,4679,60,246,1272,3101,12,1225.52,15.72,64.43,333.16,812.21
-1983,CA01900,"Los Angeles County, CA",1084868,11493,156,581,6819,3937,12,1059.39,14.38,53.55,628.56,362.9
-1983,CA01942,"Los Angeles, CA",3158688,53435,820,2494,20878,29243,12,1691.68,25.96,78.96,660.97,925.8
-1983,KY05680,"Louisville, KY",,,,,,,,,,,,
-1983,TNMPD00,"Memphis, TN",664883,7564,127,763,2181,4493,12,1137.64,19.1,114.76,328.03,675.76
-1983,AZ00717,"Mesa, AZ",163310,798,8,36,604,150,12,488.64,4.9,22.04,369.85,91.85
-1983,FL01300,"Miami-Dade County, FL",864762,11795,179,457,6359,4800,12,1363.96,20.7,52.85,735.35,555.07
-1983,FL01306,"Miami, FL",374769,9784,144,365,4556,4719,12,2610.67,38.42,97.39,1215.68,1259.18
-1983,WIMPD00,"Milwaukee, WI",643473,3720,51,235,1236,2198,12,578.11,7.93,36.52,192.08,341.58
-1983,MN02711,"Minneapolis, MN",377850,3487,16,316,1154,2001,12,922.85,4.23,83.63,305.41,529.58
-1983,MD01604,"Montgomery County, MD",533230,1449,17,124,683,625,12,271.74,3.19,23.25,128.09,117.21
-1983,TN01901,"Nashville, TN",465887,3289,81,324,1171,1713,12,705.97,17.39,69.54,251.35,367.69
-1983,NY02900,"Nassau County, NY",1058726,1493,31,54,457,951,11,141.02,2.93,5.1,43.17,89.82
-1983,LANPD00,"New Orleans, LA",589508,8048,210,536,2752,4550,12,1365.21,35.62,90.92,466.83,771.83
-1983,NY03030,"New York City, NY",7100063,132653,1622,3662,43326,84043,12,1868.34,22.84,51.58,610.22,1183.69
-1983,NJNPD00,"Newark, NJ",336016,9327,112,553,3375,5287,12,2775.76,33.33,164.58,1004.42,1573.44
-1983,CA00109,"Oakland, CA",362344,6777,98,478,2912,3289,12,1870.32,27.05,131.92,803.66,907.7
-1983,OK05506,"Oklahoma City, OK",441281,4685,61,533,2174,1917,12,1061.68,13.82,120.78,492.66,434.42
-1983,NB02802,"Omaha, NE",327276,2390,27,157,1584,622,12,730.27,8.25,47.97,484,190.05
-1983,FL04804,"Orlando, FL",142678,2215,14,141,1292,768,12,1552.45,9.81,98.82,905.54,538.27
-1983,PAPEP00,"Philadelphia, PA",1692364,16973,311,822,5096,10744,12,1002.92,18.38,48.57,301.12,634.85
-1983,AZ00723,"Phoenix, AZ",843415,5270,83,499,2717,1971,12,624.84,9.84,59.16,322.14,233.69
-1983,PAPPD00,"Pittsburgh, PA",426890,5605,42,214,1151,4198,12,1312.98,9.84,50.13,269.62,983.39
-1983,OR02602,"Portland, OR",371706,6879,36,377,3502,2964,12,1850.66,9.69,101.42,942.14,797.4
-1983,MD01721,"Prince George's County, MD",570120,4817,56,304,2004,2453,12,844.91,9.82,53.32,351.5,430.26
-1983,NC09201,"Raleigh, NC",154482,879,12,46,532,289,12,569,7.77,29.78,344.38,187.08
-1983,CA03404,"Sacramento, CA",293695,3080,52,217,1258,1553,12,1048.71,17.71,73.89,428.34,528.78
-1983,UT01803,"Salt Lake City, UT",180892,1163,14,128,498,523,12,642.93,7.74,70.76,275.3,289.12
-1983,TXSPD00,"San Antonio, TX",874483,5327,165,519,2240,2403,12,609.16,18.87,59.35,256.15,274.79
-1983,CA03711,"San Diego, CA",935840,5451,77,395,2429,2550,12,582.47,8.23,42.21,259.55,272.48
-1983,CA03801,"San Francisco, CA",721168,10117,83,539,3550,5945,12,1402.86,11.51,74.74,492.26,824.36
-1983,CA04313,"San Jose, CA",671913,3460,48,447,1504,1461,12,514.95,7.14,66.53,223.84,217.44
-1983,WASPD00,"Seattle, WA",514319,4818,61,434,2291,2032,12,936.77,11.86,84.38,445.44,395.09
-1983,MOSPD00,"St. Louis, MO",457262,8461,152,323,4146,3840,12,1850.36,33.24,70.64,906.7,839.78
-1983,NY05101,"Suffolk County, NY",1169529,2259,26,151,1099,983,11,193.15,2.22,12.91,93.97,84.05
-1983,FL02902,"Tampa, FL",299965,5053,58,288,3178,1529,12,1684.53,19.34,96.01,1059.46,509.73
-1983,AZ01003,"Tucson, AZ",361739,2776,26,253,1731,766,12,767.4,7.19,69.94,478.52,211.75
-1983,OK07205,"Tulsa, OK",391101,2404,35,193,1208,968,12,614.67,8.95,49.35,308.87,247.51
-1983,VA12800,"Virginia Beach, VA",271775,587,11,73,251,252,12,215.99,4.05,26.86,92.36,92.72
-1983,DCMPD00,"Washington, DC",623000,11933,183,406,3646,7698,12,1915.41,29.37,65.17,585.23,1235.63
-1983,KS08703,"Wichita, KS",287807,1385,26,161,664,534,12,481.23,9.03,55.94,230.71,185.54
-1983,,United States,,1258087,19308,,,,,538.1,8.3,,,
-1984,NM00101,"Albuquerque, NM",356366,3615,28,210,2162,1215,12,1014.41,7.86,58.93,606.68,340.94
-1984,TX22001,"Arlington, TX",191475,765,13,93,459,200,12,399.53,6.79,48.57,239.72,104.45
-1984,GAAPD00,"Atlanta, GA",442951,10525,135,632,5729,4029,12,2376.11,30.48,142.68,1293.37,909.58
-1984,CO00101,"Aurora, CO",191159,1822,13,95,1397,317,12,953.13,6.8,49.7,730.81,165.83
-1984,TX22701,"Austin, TX",385237,1648,59,264,557,768,12,427.79,15.32,68.53,144.59,199.36
-1984,MD00301,"Baltimore County, MD",671586,6111,28,171,4830,1082,12,909.94,4.17,25.46,719.19,161.11
-1984,MDBPD00,"Baltimore, MD",788604,15581,215,564,6800,8002,12,1975.77,27.26,71.52,862.28,1014.7
-1984,MA01301,"Boston, MA",565192,10557,82,460,4476,5539,12,1867.86,14.51,81.39,791.94,980.02
-1984,NY01401,"Buffalo, NY",352015,3316,35,278,1617,1386,12,942.01,9.94,78.97,459.36,393.73
-1984,NC06001,"Charlotte, NC",331992,4431,54,243,2990,1144,12,1334.67,16.27,73.19,900.62,344.59
-1984,ILCPD00,"Chicago, IL",3012524,60579,741,2883,28420,28535,0,2010.91,24.6,95.7,943.39,947.21
-1984,OHCIP00,"Cincinnati, OH",378800,3447,36,367,1712,1332,12,909.98,9.5,96.88,451.95,351.64
-1984,OHCLP00,"Cleveland, OH",556931,7332,156,733,2353,4090,12,1316.5,28.01,131.61,422.49,734.38
-1984,OHCOP00,"Columbus, OH",568609,4352,62,394,1598,2298,12,765.38,10.9,69.29,281.04,404.14
-1984,TXDPD00,"Dallas, TX",987696,12110,294,1022,5953,4841,12,1226.09,29.77,103.47,602.72,490.13
-1984,CODPD00,"Denver, CO",524171,4100,82,427,1910,1681,12,782.19,15.64,81.46,364.38,320.7
-1984,MI82349,"Detroit, MI",1133647,26567,514,1519,6182,18352,12,2343.5,45.34,133.99,545.32,1618.85
-1984,TX07102,"El Paso, TX",465748,3730,24,175,2481,1050,12,800.86,5.15,37.57,532.69,225.44
-1984,VA02901,"Fairfax County, VA",626134,868,16,61,347,444,12,138.63,2.56,9.74,55.42,70.91
-1984,TX22012,"Fort Worth, TX",420050,5452,119,467,2786,2080,12,1297.94,28.33,111.18,663.25,495.18
-1984,CA01005,"Fresno, CA",254649,1994,34,134,760,1066,12,783.04,13.35,52.62,298.45,418.62
-1984,HI00200,"Honolulu, HI",810772,1950,25,255,553,1117,12,240.51,3.08,31.45,68.21,137.77
-1984,TXHPD00,"Houston, TX",1805783,15155,473,1269,4256,9157,12,839.25,26.19,70.27,235.69,507.09
-1984,INIPD00,"Indianapolis, IN",471622,4366,49,324,2151,1842,12,925.74,10.39,68.7,456.09,390.57
-1984,FL01602,"Jacksonville, FL",582421,6228,103,587,3404,2134,12,1069.33,17.68,100.79,584.46,366.4
-1984,MOKPD00,"Kansas City, MO",450489,7167,88,372,4267,2440,12,1590.94,19.53,82.58,947.19,541.63
-1984,NV00201,"Las Vegas, NV",438264,3309,67,245,1230,1767,12,755.02,15.29,55.9,280.65,403.18
-1984,CA01941,"Long Beach, CA",386421,4243,41,242,1369,2591,12,1098.03,10.61,62.63,354.28,670.51
-1984,CA01900,"Los Angeles County, CA",1078849,10898,176,489,6402,3831,12,1010.15,16.31,45.33,593.41,355.1
-1984,CA01942,"Los Angeles, CA",3144256,51442,759,2347,21013,27323,12,1636.06,24.14,74.64,668.3,868.98
-1984,KY05680,"Louisville, KY",,,,,,,,,,,,
-1984,TNMPD00,"Memphis, TN",654666,9158,113,794,3488,4763,12,1398.88,17.26,121.28,532.79,727.55
-1984,AZ00717,"Mesa, AZ",181287,871,6,56,682,127,12,480.45,3.31,30.89,376.2,70.05
-1984,FL01300,"Miami-Dade County, FL",883352,13052,171,439,7883,4559,12,1477.55,19.36,49.7,892.4,516.1
-1984,FL01306,"Miami, FL",400646,10928,170,273,4780,5705,12,2727.59,42.43,68.14,1193.07,1423.95
-1984,WIMPD00,"Milwaukee, WI",632458,3456,44,292,1249,1871,12,546.44,6.96,46.17,197.48,295.83
-1984,MN02711,"Minneapolis, MN",370866,3883,27,392,1724,1740,12,1047.01,7.28,105.7,464.86,469.17
-1984,MD01604,"Montgomery County, MD",549800,1540,14,137,798,591,12,280.1,2.55,24.92,145.14,107.49
-1984,TN01901,"Nashville, TN",475744,3104,72,410,1184,1438,12,652.45,15.13,86.18,248.87,302.26
-1984,NY02900,"Nassau County, NY",1057700,1923,34,67,771,1051,12,181.81,3.21,6.33,72.89,99.37
-1984,LANPD00,"New Orleans, LA",576071,8687,214,555,3213,4705,12,1507.97,37.15,96.34,557.74,816.74
-1984,NY03030,"New York City, NY",7167121,132292,1450,3829,47472,79541,12,1845.82,20.23,53.42,662.36,1109.8
-1984,NJNPD00,"Newark, NJ",324961,8580,87,589,3244,4660,12,2640.32,26.77,181.25,998.27,1434.02
-1984,CA00109,"Oakland, CA",358566,6388,115,426,2677,3170,12,1781.54,32.07,118.81,746.59,884.08
-1984,OK05506,"Oklahoma City, OK",439249,4259,65,516,2075,1603,12,969.61,14.8,117.47,472.4,364.94
-1984,NB02802,"Omaha, NE",357790,2410,24,202,1654,530,12,673.58,6.71,56.46,462.28,148.13
-1984,FL04804,"Orlando, FL",140541,2387,18,146,1421,802,12,1698.44,12.81,103.88,1011.09,570.65
-1984,PAPEP00,"Philadelphia, PA",1667545,15599,263,937,5034,9365,12,935.45,15.77,56.19,301.88,561.6
-1984,AZ00723,"Phoenix, AZ",870279,6372,101,525,3640,2106,12,732.18,11.61,60.33,418.26,241.99
-1984,PAPPD00,"Pittsburgh, PA",415475,4564,47,224,1081,3212,12,1098.5,11.31,53.91,260.18,773.09
-1984,OR02602,"Portland, OR",367055,7408,34,370,3962,3042,12,2018.23,9.26,100.8,1079.4,828.76
-1984,MD01721,"Prince George's County, MD",574838,4700,39,345,2222,2094,12,817.62,6.78,60.02,386.54,364.28
-1984,NC09201,"Raleigh, NC",158028,947,8,47,586,306,12,599.26,5.06,29.74,370.82,193.64
-1984,CA03404,"Sacramento, CA",300248,3252,45,248,1314,1645,12,1083.1,14.99,82.6,437.64,547.88
-1984,UT01803,"Salt Lake City, UT",173136,1088,8,98,492,490,12,628.41,4.62,56.6,284.17,283.01
-1984,TXSPD00,"San Antonio, TX",857070,5388,160,745,1826,2657,12,628.65,18.67,86.92,213.05,310.01
-1984,CA03711,"San Diego, CA",952933,5931,103,393,2819,2616,12,622.39,10.81,41.24,295.82,274.52
-1984,CA03801,"San Francisco, CA",719559,9372,73,495,3582,5222,12,1302.46,10.15,68.79,497.8,725.72
-1984,CA04313,"San Jose, CA",685792,3295,48,421,1651,1175,12,480.47,7,61.39,240.74,171.33
-1984,WASPD00,"Seattle, WA",497598,5553,50,448,2669,2386,12,1115.96,10.05,90.03,536.38,479.5
-1984,MOSPD00,"St. Louis, MO",442528,7729,128,349,4140,3112,12,1746.56,28.92,78.87,935.53,703.23
-1984,NY05101,"Suffolk County, NY",1175588,1650,25,93,782,750,8,140.36,2.13,7.91,66.52,63.8
-1984,FL02902,"Tampa, FL",289355,5852,52,277,3680,1843,12,2022.43,17.97,95.73,1271.79,636.93
-1984,AZ01003,"Tucson, AZ",372146,2959,25,282,1843,809,12,795.12,6.72,75.78,495.24,217.39
-1984,OK07205,"Tulsa, OK",385394,2619,30,246,1439,904,12,679.56,7.78,63.83,373.38,234.57
-1984,VA12800,"Virginia Beach, VA",290678,618,13,118,252,235,12,212.61,4.47,40.59,86.69,80.85
-1984,DCMPD00,"Washington, DC",623000,10725,175,366,4097,6087,12,1721.51,28.09,58.75,657.62,977.05
-1984,KS08703,"Wichita, KS",291555,1328,12,207,658,451,12,455.49,4.12,71,225.69,154.69
-1984,,United States,,1273282,18692,,,,,539.9,7.9,,,
-1985,NM00101,"Albuquerque, NM",357051,4105,42,238,2578,1247,12,1149.7,11.76,66.66,722.03,349.25
-1985,TX22001,"Arlington, TX",218931,1110,18,105,688,299,12,507.01,8.22,47.96,314.25,136.57
-1985,GAAPD00,"Atlanta, GA",436214,11610,145,683,5990,4792,12,2661.54,33.24,156.57,1373.18,1098.54
-1985,CO00101,"Aurora, CO",198033,2250,10,89,1717,434,12,1136.17,5.05,44.94,867.03,219.16
-1985,TX22701,"Austin, TX",406469,2363,52,489,746,1076,12,581.35,12.79,120.3,183.53,264.72
-1985,MD00301,"Baltimore County, MD",679708,6775,24,179,5491,1081,12,996.75,3.53,26.33,807.85,159.04
-1985,MDBPD00,"Baltimore, MD",771097,15498,213,592,6922,7771,12,2009.86,27.62,76.77,897.68,1007.79
-1985,MA01301,"Boston, MA",573131,11887,87,532,5036,6232,12,2074.05,15.18,92.82,878.68,1087.36
-1985,NY01401,"Buffalo, NY",339890,3411,31,291,1699,1390,12,1003.56,9.12,85.62,499.87,408.96
-1985,NC06001,"Charlotte, NC",335690,4575,56,226,3172,1121,12,1362.86,16.68,67.32,944.92,333.94
-1985,ILCPD00,"Chicago, IL",2998841,60011,666,3357,29096,26892,12,2001.14,22.21,111.94,970.24,896.75
-1985,OHCIP00,"Cincinnati, OH",370198,3275,45,360,1628,1242,12,884.66,12.16,97.25,439.76,335.5
-1985,OHCLP00,"Cleveland, OH",546126,6580,131,745,2205,3499,12,1204.85,23.99,136.42,403.75,640.69
-1985,OHCOP00,"Columbus, OH",565682,4392,72,406,1770,2144,12,776.41,12.73,71.77,312.9,379.01
-1985,TXDPD00,"Dallas, TX",997467,14364,301,1149,6863,6051,12,1440.05,30.18,115.19,688.04,606.64
-1985,CODPD00,"Denver, CO",513048,4252,72,418,1845,1917,12,828.77,14.03,81.47,359.62,373.65
-1985,MI82349,"Detroit, MI",1090581,25904,635,1575,6925,16769,12,2375.25,58.23,144.42,634.98,1537.62
-1985,TX07102,"El Paso, TX",474870,3662,22,181,2466,993,12,771.16,4.63,38.12,519.3,209.11
-1985,VA02901,"Fairfax County, VA",651037,889,4,57,317,511,12,136.55,0.61,8.76,48.69,78.49
-1985,TX22012,"Fort Worth, TX",424449,6352,128,483,3121,2620,12,1496.53,30.16,113.79,735.31,617.27
-1985,CA01005,"Fresno, CA",275125,2311,46,178,854,1233,12,839.98,16.72,64.7,310.4,448.16
-1985,HI00200,"Honolulu, HI",817083,1801,36,248,552,965,12,220.42,4.41,30.35,67.56,118.1
-1985,TXHPD00,"Houston, TX",1746375,16461,457,1711,4704,9589,12,942.58,26.17,97.97,269.36,549.08
-1985,INIPD00,"Indianapolis, IN",471656,4622,59,346,2422,1795,12,979.95,12.51,73.36,513.51,380.57
-1985,FL01602,"Jacksonville, FL",601007,7301,90,705,3813,2693,12,1214.79,14.97,117.3,634.44,448.08
-1985,MOKPD00,"Kansas City, MO",444942,8012,91,424,4851,2646,12,1800.68,20.45,95.29,1090.25,594.68
-1985,NV00201,"Las Vegas, NV",456749,3624,57,278,1534,1755,12,793.43,12.48,60.86,335.85,384.24
-1985,CA01941,"Long Beach, CA",389728,4134,63,235,1431,2405,12,1060.74,16.17,60.3,367.18,617.1
-1985,CA01900,"Los Angeles County, CA",1074561,10624,164,520,6118,3822,12,988.68,15.26,48.39,569.35,355.68
-1985,CA01942,"Los Angeles, CA",3186459,52832,777,2318,21799,27938,12,1658.02,24.38,72.75,684.11,876.77
-1985,KY05680,"Louisville, KY",,,,,,,,,,,,
-1985,TNMPD00,"Memphis, TN",654626,9738,122,903,3697,5016,12,1487.57,18.64,137.94,564.75,766.24
-1985,AZ00717,"Mesa, AZ",202450,1121,8,70,887,156,12,553.72,3.95,34.58,438.13,77.06
-1985,FL01300,"Miami-Dade County, FL",859660,13064,177,548,7735,4604,12,1519.67,20.59,63.75,899.77,535.56
-1985,FL01306,"Miami, FL",385892,11186,131,284,5003,5768,12,2898.74,33.95,73.6,1296.48,1494.72
-1985,WIMPD00,"Milwaukee, WI",621931,4056,68,390,1512,2086,12,652.16,10.93,62.71,243.11,335.41
-1985,MN02711,"Minneapolis, MN",361021,5135,29,419,2361,2326,12,1422.35,8.03,116.06,653.98,644.28
-1985,MD01604,"Montgomery County, MD",573982,1645,12,114,844,675,12,286.59,2.09,19.86,147.04,117.6
-1985,TN01901,"Nashville, TN",481286,3376,81,348,1359,1588,12,701.45,16.83,72.31,282.37,329.95
-1985,NY02900,"Nassau County, NY",1067327,1771,18,86,667,1000,12,165.93,1.69,8.06,62.49,93.69
-1985,LANPD00,"New Orleans, LA",561364,8222,152,451,3477,4142,12,1464.65,27.08,80.34,619.38,737.85
-1985,NY03030,"New York City, NY",7183984,135152,1384,3880,50356,79532,12,1881.3,19.27,54.01,700.95,1107.07
-1985,NJNPD00,"Newark, NJ",316356,9736,117,594,3705,5320,12,3077.55,36.98,187.76,1171.15,1681.65
-1985,CA00109,"Oakland, CA",362095,6703,95,531,2761,3316,12,1851.17,26.24,146.65,762.51,915.78
-1985,OK05506,"Oklahoma City, OK",443575,4328,61,485,2197,1585,12,975.71,13.75,109.34,495.29,357.32
-1985,NB02802,"Omaha, NE",362883,2498,24,214,1669,591,12,688.38,6.61,58.97,459.93,162.86
-1985,FL04804,"Orlando, FL",142025,2931,24,154,1851,902,12,2063.72,16.9,108.43,1303.29,635.1
-1985,PAPEP00,"Philadelphia, PA",1640102,16209,273,1021,5534,9381,12,988.29,16.65,62.25,337.42,571.98
-1985,AZ00723,"Phoenix, AZ",890746,7521,89,635,4372,2425,12,844.35,9.99,71.29,490.82,272.24
-1985,PAPPD00,"Pittsburgh, PA",400969,4353,34,188,1115,3016,12,1085.62,8.48,46.89,278.08,752.18
-1985,OR02602,"Portland, OR",367571,8634,43,469,4614,3508,12,2348.93,11.7,127.59,1255.27,954.37
-1985,MD01721,"Prince George's County, MD",574412,5055,43,340,2461,2211,12,880.03,7.49,59.19,428.44,384.92
-1985,NC09201,"Raleigh, NC",171814,1035,13,57,658,307,12,602.4,7.57,33.18,382.97,178.68
-1985,CA03404,"Sacramento, CA",312944,3681,39,209,1350,2083,12,1176.25,12.46,66.79,431.39,665.61
-1985,UT01803,"Salt Lake City, UT",164216,1083,14,99,524,446,12,659.5,8.53,60.29,319.09,271.59
-1985,TXSPD00,"San Antonio, TX",862878,5393,180,824,1706,2683,12,625,20.86,95.49,197.71,310.94
-1985,CA03711,"San Diego, CA",988284,6250,96,338,2754,3062,12,632.41,9.71,34.2,278.66,309.83
-1985,CA03801,"San Francisco, CA",733456,9502,85,512,3794,5111,12,1295.51,11.59,69.81,517.28,696.84
-1985,CA04313,"San Jose, CA",706062,3470,55,415,1763,1237,12,491.46,7.79,58.78,249.69,175.2
-1985,WASPD00,"Seattle, WA",495190,6523,61,441,3178,2843,12,1317.27,12.32,89.06,641.77,574.12
-1985,MOSPD00,"St. Louis, MO",431109,8642,169,384,4953,3136,12,2004.6,39.2,89.07,1148.9,727.43
-1985,NY05101,"Suffolk County, NY",1194000,2630,32,146,1271,1181,11,220.27,2.68,12.23,106.45,98.91
-1985,FL02902,"Tampa, FL",285280,6855,70,288,3840,2657,12,2402.9,24.54,100.95,1346.05,931.37
-1985,AZ01003,"Tucson, AZ",381473,3713,32,297,2333,1051,12,973.33,8.39,77.86,611.58,275.51
-1985,OK07205,"Tulsa, OK",374875,2902,33,268,1805,796,12,774.12,8.8,71.49,481.49,212.34
-1985,VA12800,"Virginia Beach, VA",312584,550,17,98,230,205,12,175.95,5.44,31.35,73.58,65.58
-1985,DCMPD00,"Washington, DC",626000,10171,147,337,4457,5230,12,1624.76,23.48,53.83,711.98,835.46
-1985,KS08703,"Wichita, KS",284915,1672,26,249,698,699,12,586.84,9.13,87.39,244.99,245.34
-1985,,United States,,1327767,18976,,,,,558.1,8,,,
-1986,NM00101,"Albuquerque, NM",364196,4292,49,247,2748,1248,12,1178.49,13.45,67.82,754.54,342.67
-1986,TX22001,"Arlington, TX",223106,1450,22,120,790,518,12,649.92,9.86,53.79,354.09,232.18
-1986,GAAPD00,"Atlanta, GA",445617,13162,186,681,6867,5428,12,2953.66,41.74,152.82,1541.01,1218.09
-1986,CO00101,"Aurora, CO",200189,2868,11,120,2157,580,12,1432.65,5.49,59.94,1077.48,289.73
-1986,TX22701,"Austin, TX",414220,2667,48,388,1107,1124,12,643.86,11.59,93.67,267.25,271.35
-1986,MD00301,"Baltimore County, MD",690668,6792,31,192,5185,1384,12,983.4,4.49,27.8,750.72,200.39
-1986,MDBPD00,"Baltimore, MD",783542,15229,240,660,6340,7989,12,1943.61,30.63,84.23,809.15,1019.6
-1986,MA01301,"Boston, MA",574107,12395,105,516,5549,6225,12,2159.01,18.29,89.88,966.54,1084.29
-1986,NY01401,"Buffalo, NY",339685,3755,35,281,1906,1533,12,1105.44,10.3,82.72,561.11,451.3
-1986,NC06001,"Charlotte, NC",339767,5487,53,305,3675,1454,12,1614.93,15.6,89.77,1081.62,427.94
-1986,ILCPD00,"Chicago, IL",3003105,68909,754,3708,33529,30918,12,2294.59,25.11,123.47,1116.48,1029.53
-1986,OHCIP00,"Cincinnati, OH",370482,3340,46,291,1787,1216,12,901.53,12.42,78.55,482.34,328.22
-1986,OHCLP00,"Cleveland, OH",546544,7115,124,773,2520,3698,12,1301.82,22.69,141.43,461.08,676.62
-1986,OHCOP00,"Columbus, OH",566115,5148,78,550,2265,2255,12,909.36,13.78,97.15,400.1,398.33
-1986,TXDPD00,"Dallas, TX",1016488,19275,347,1255,8384,9289,12,1896.23,34.14,123.46,824.8,913.83
-1986,CODPD00,"Denver, CO",518625,4650,91,424,2036,2099,12,896.6,17.55,81.75,392.58,404.72
-1986,MI82349,"Detroit, MI",1096947,27277,648,1351,8857,16421,12,2486.63,59.07,123.16,807.42,1496.97
-1986,TX07102,"El Paso, TX",483925,4734,46,198,3451,1039,12,978.25,9.51,40.92,713.13,214.7
-1986,VA02901,"Fairfax County, VA",658583,964,14,69,386,495,12,146.37,2.13,10.48,58.61,75.16
-1986,TX22012,"Fort Worth, TX",432542,7870,200,559,3738,3373,12,1819.48,46.24,129.24,864.19,779.81
-1986,CA01005,"Fresno, CA",281554,3426,53,241,1816,1316,12,1216.82,18.82,85.6,644.99,467.41
-1986,HI00200,"Honolulu, HI",823306,2076,46,241,737,1052,12,252.15,5.59,29.27,89.52,127.78
-1986,TXHPD00,"Houston, TX",1779677,20576,408,1524,7718,10926,12,1156.16,22.93,85.63,433.67,613.93
-1986,INIPD00,"Indianapolis, IN",470591,4307,63,438,2235,1571,12,915.23,13.39,93.07,474.93,333.84
-1986,FL01602,"Jacksonville, FL",616668,8003,119,618,4281,2985,12,1297.78,19.3,100.22,694.21,484.05
-1986,MOKPD00,"Kansas City, MO",448237,9673,116,460,5655,3442,12,2158.01,25.88,102.62,1261.61,767.9
-1986,NV00201,"Las Vegas, NV",463158,3947,75,323,1616,1933,12,852.19,16.19,69.74,348.91,417.35
-1986,CA01941,"Long Beach, CA",398983,4839,62,220,1783,2774,12,1212.83,15.54,55.14,446.89,695.27
-1986,CA01900,"Los Angeles County, CA",1061016,11499,170,472,7459,3398,12,1083.77,16.02,44.49,703.01,320.26
-1986,CA01942,"Los Angeles, CA",3260856,66378,834,2330,33284,29930,12,2035.6,25.58,71.45,1020.71,917.86
-1986,KY05680,"Louisville, KY",,,,,,,,,,,,
-1986,TNMPD00,"Memphis, TN",660255,10477,161,919,3578,5819,12,1586.81,24.38,139.19,541.91,881.33
-1986,AZ00717,"Mesa, AZ",210702,1208,11,117,841,239,12,573.32,5.22,55.53,399.14,113.43
-1986,FL01300,"Miami-Dade County, FL",901784,14934,162,589,8385,5798,12,1656.05,17.96,65.31,929.82,642.95
-1986,FL01306,"Miami, FL",396374,11676,148,221,5540,5767,12,2945.7,37.34,55.76,1397.67,1454.94
-1986,WIMPD00,"Milwaukee, WI",623278,6135,83,444,3401,2207,12,984.31,13.32,71.24,545.66,354.1
-1986,MN02711,"Minneapolis, MN",362845,5959,44,492,2622,2801,12,1642.3,12.13,135.6,722.62,771.95
-1986,MD01604,"Montgomery County, MD",583337,1630,9,139,834,648,12,279.43,1.54,23.83,142.97,111.09
-1986,TN01901,"Nashville, TN",470906,4218,93,410,1762,1953,12,895.72,19.75,87.07,374.17,414.73
-1986,NY02900,"Nassau County, NY",1063822,1978,19,86,867,1006,12,185.93,1.79,8.08,81.5,94.56
-1986,LANPD00,"New Orleans, LA",563927,9165,197,456,3347,5165,12,1625.21,34.93,80.86,593.52,915.9
-1986,NY03030,"New York City, NY",7179609,143251,1582,3536,57306,80827,12,1995.25,22.03,49.25,798.18,1125.79
-1986,NJNPD00,"Newark, NJ",318801,10160,113,589,3994,5464,12,3186.94,35.45,184.75,1252.82,1713.92
-1986,CA00109,"Oakland, CA",370556,6985,129,538,2531,3787,12,1885.01,34.81,145.19,683.03,1021.98
-1986,OK05506,"Oklahoma City, OK",444119,4239,60,425,2270,1484,12,954.47,13.51,95.7,511.12,334.14
-1986,NB02802,"Omaha, NE",332368,2726,30,225,1844,627,12,820.18,9.03,67.7,554.81,188.65
-1986,FL04804,"Orlando, FL",145882,3416,14,172,2001,1229,12,2341.62,9.6,117.9,1371.66,842.46
-1986,PAPEP00,"Philadelphia, PA",1645144,17207,343,1086,6131,9647,12,1045.93,20.85,66.01,372.67,586.39
-1986,AZ00723,"Phoenix, AZ",927055,9238,122,567,5577,2972,12,996.49,13.16,61.16,601.58,320.59
-1986,PAPPD00,"Pittsburgh, PA",402204,4707,47,253,1154,3253,12,1170.3,11.69,62.9,286.92,808.79
-1986,OR02602,"Portland, OR",368439,8804,46,438,4433,3887,12,2389.54,12.49,118.88,1203.18,1054.99
-1986,MD01721,"Prince George's County, MD",588222,5294,47,396,2735,2116,12,900,7.99,67.32,464.96,359.73
-1986,NC09201,"Raleigh, NC",173901,1163,16,76,732,339,12,668.77,9.2,43.7,420.93,194.94
-1986,CA03404,"Sacramento, CA",320256,4238,70,258,1696,2214,12,1323.32,21.86,80.56,529.58,691.32
-1986,UT01803,"Salt Lake City, UT",166182,1246,20,107,613,506,12,749.78,12.03,64.39,368.87,304.49
-1986,TXSPD00,"San Antonio, TX",879332,6237,162,805,2008,3262,12,709.29,18.42,91.55,228.36,370.96
-1986,CA03711,"San Diego, CA",1011376,8522,102,391,4044,3985,12,842.61,10.09,38.66,399.85,394.02
-1986,CA03801,"San Francisco, CA",750544,9506,114,492,3815,5085,12,1266.55,15.19,65.55,508.3,677.51
-1986,CA04313,"San Jose, CA",722560,4020,39,430,2425,1126,12,556.36,5.4,59.51,335.61,155.83
-1986,WASPD00,"Seattle, WA",501279,6790,50,443,3505,2792,12,1354.54,9.97,88.37,699.21,556.98
-1986,MOSPD00,"St. Louis, MO",434298,9889,195,373,5995,3326,12,2277.01,44.9,85.89,1380.39,765.83
-1986,NY05101,"Suffolk County, NY",1190985,2595,30,136,1241,1188,11,217.89,2.52,11.42,104.2,99.75
-1986,FL02902,"Tampa, FL",293030,8147,79,375,4181,3512,12,2780.26,26.96,127.97,1426.82,1198.51
-1986,AZ01003,"Tucson, AZ",397023,3644,41,251,2310,1042,12,917.83,10.33,63.22,581.83,262.45
-1986,OK07205,"Tulsa, OK",375335,3295,40,272,2125,858,12,877.88,10.66,72.47,566.16,228.6
-1986,VA12800,"Virginia Beach, VA",316959,736,25,85,290,336,12,232.21,7.89,26.82,91.49,106.01
-1986,DCMPD00,"Washington, DC",626000,9422,194,328,4181,4719,12,1505.11,30.99,52.4,667.89,753.83
-1986,KS08703,"Wichita, KS",286163,1531,23,261,661,586,12,535.01,8.04,91.21,230.99,204.78
-1986,,United States,,1489169,20613,,,,,620.1,8.6,,,
-1987,NM00101,"Albuquerque, NM",371756,3845,48,211,2599,987,12,1034.28,12.91,56.76,699.11,265.5
-1987,TX22001,"Arlington, TX",251372,1412,18,92,791,511,12,561.72,7.16,36.6,314.67,203.28
-1987,GAAPD00,"Atlanta, GA",429953,12893,207,636,6950,5100,12,2998.7,48.14,147.92,1616.46,1186.18
-1987,CO00101,"Aurora, CO",219945,2700,20,118,2038,524,12,1227.58,9.09,53.65,926.6,238.24
-1987,TX22701,"Austin, TX",469542,2313,39,284,1005,985,12,492.61,8.31,60.48,214.04,209.78
-1987,MD00301,"Baltimore County, MD",681068,5544,32,199,3897,1416,12,814.02,4.7,29.22,572.19,207.91
-1987,MDBPD00,"Baltimore, MD",764893,14295,226,595,6008,7466,12,1868.89,29.55,77.79,785.47,976.08
-1987,MA01301,"Boston, MA",575882,11954,76,550,5920,5408,12,2075.77,13.2,95.51,1027.99,939.08
-1987,NY01401,"Buffalo, NY",325787,3555,35,268,1700,1552,12,1091.2,10.74,82.26,521.81,476.38
-1987,NC06001,"Charlotte, NC",356596,5992,52,308,4146,1486,12,1680.33,14.58,86.37,1162.66,416.72
-1987,ILCPD00,"Chicago, IL",3018338,68368,689,3692,34172,29815,12,2265.09,22.83,122.32,1132.15,987.8
-1987,OHCIP00,"Cincinnati, OH",371585,3167,69,344,1571,1183,12,852.29,18.57,92.58,422.78,318.37
-1987,OHCLP00,"Cleveland, OH",548171,6964,145,750,2528,3541,12,1270.41,26.45,136.82,461.17,645.97
-1987,OHCOP00,"Columbus, OH",567800,5381,85,534,1898,2864,12,947.69,14.97,94.05,334.27,504.4
-1987,TXDPD00,"Dallas, TX",1009947,20086,323,1260,9412,9091,12,1988.82,31.98,124.76,931.93,900.15
-1987,CODPD00,"Denver, CO",509529,3841,79,401,1749,1612,12,753.83,15.5,78.7,343.26,316.37
-1987,MI82349,"Detroit, MI",1091523,27778,686,1417,10582,15093,12,2544.88,62.85,129.82,969.47,1382.75
-1987,TX07102,"El Paso, TX",494954,4332,25,219,3119,969,12,875.23,5.05,44.25,630.16,195.78
-1987,VA02901,"Fairfax County, VA",690273,965,14,68,354,529,12,139.8,2.03,9.85,51.28,76.64
-1987,TX22012,"Fort Worth, TX",432305,7691,135,476,3810,3270,12,1779.07,31.23,110.11,881.32,756.41
-1987,CA01005,"Fresno, CA",291855,3373,33,196,2048,1096,12,1155.71,11.31,67.16,701.72,375.53
-1987,HI00200,"Honolulu, HI",832614,2258,36,322,915,985,12,271.19,4.32,38.67,109.89,118.3
-1987,TXHPD00,"Houston, TX",1739999,18971,323,1172,7784,9692,12,1090.29,18.56,67.36,447.36,557.01
-1987,INIPD00,"Indianapolis, IN",478693,4543,57,432,2720,1334,12,949.04,11.91,90.25,568.21,278.68
-1987,FL01602,"Jacksonville, FL",629887,9577,147,609,4945,3876,12,1520.43,23.34,96.68,785.06,615.35
-1987,MOKPD00,"Kansas City, MO",444382,8423,131,486,4527,3279,12,1895.44,29.48,109.37,1018.72,737.88
-1987,NV00201,"Las Vegas, NV",481393,3884,47,308,1692,1837,12,806.83,9.76,63.98,351.48,381.6
-1987,CA01941,"Long Beach, CA",406297,4660,62,221,1910,2467,12,1146.94,15.26,54.39,470.1,607.19
-1987,CA01900,"Los Angeles County, CA",1096165,12325,164,459,8480,3222,12,1124.37,14.96,41.87,773.61,293.93
-1987,CA01942,"Los Angeles, CA",3341726,63833,811,2169,34661,26192,12,1910.18,24.27,64.91,1037.22,783.79
-1987,KY05680,"Louisville, KY",,,,,,,,,,,,
-1987,TNMPD00,"Memphis, TN",659720,8833,143,831,3163,4696,12,1338.9,21.68,125.96,479.45,711.82
-1987,AZ00717,"Mesa, AZ",262428,1293,9,96,966,222,12,492.71,3.43,36.58,368.1,84.59
-1987,FL01300,"Miami-Dade County, FL",926139,15579,173,565,8991,5850,12,1682.14,18.68,61.01,970.8,631.65
-1987,FL01306,"Miami, FL",385089,11309,128,202,5385,5594,12,2936.72,33.24,52.46,1398.38,1452.65
-1987,WIMPD00,"Milwaukee, WI",607885,6008,92,437,3495,1984,12,988.34,15.13,71.89,574.94,326.38
-1987,MN02711,"Minneapolis, MN",359371,5538,38,520,2114,2866,12,1541.03,10.57,144.7,588.25,797.5
-1987,MD01604,"Montgomery County, MD",617920,1707,17,165,842,683,12,276.25,2.75,26.7,136.26,110.53
-1987,TN01901,"Nashville, TN",487097,5253,99,509,2295,2350,12,1078.43,20.32,104.5,471.16,482.45
-1987,NY02900,"Nassau County, NY",1052414,1866,22,83,751,1010,12,177.31,2.09,7.89,71.36,95.97
-1987,LANPD00,"New Orleans, LA",549536,7678,205,359,3328,3786,12,1397.18,37.3,65.33,605.6,688.94
-1987,NY03030,"New York City, NY",7284319,148313,1672,3507,64244,78890,12,2036.06,22.95,48.14,881.95,1083.01
-1987,NJNPD00,"Newark, NJ",318402,8926,81,577,4038,4230,12,2803.37,25.44,181.22,1268.21,1328.51
-1987,CA00109,"Oakland, CA",365983,6485,114,538,2657,3176,12,1771.94,31.15,147,725.99,867.8
-1987,OK05506,"Oklahoma City, OK",441408,3798,48,381,2047,1322,12,860.43,10.87,86.31,463.74,299.5
-1987,NB02802,"Omaha, NE",374934,2536,28,189,1749,570,12,676.39,7.47,50.41,466.48,152.03
-1987,FL04804,"Orlando, FL",150250,3411,27,181,2174,1029,12,2270.22,17.97,120.47,1446.92,684.86
-1987,PAPEP00,"Philadelphia, PA",1649364,17398,338,1102,6656,9302,12,1054.83,20.49,66.81,403.55,563.97
-1987,AZ00723,"Phoenix, AZ",933177,8181,111,503,5280,2287,12,876.68,11.89,53.9,565.81,245.08
-1987,PAPPD00,"Pittsburgh, PA",389015,4318,37,263,1184,2834,12,1109.98,9.51,67.61,304.36,728.51
-1987,OR02602,"Portland, OR",390845,8763,66,407,4623,3667,12,2242.07,16.89,104.13,1182.82,938.22
-1987,MD01721,"Prince George's County, MD",589824,1246,20,81,624,521,3,211.25,3.39,13.73,105.79,88.33
-1987,NC09201,"Raleigh, NC",182750,1124,15,78,647,384,12,615.05,8.21,42.68,354.04,210.12
-1987,CA03404,"Sacramento, CA",331728,3836,78,241,1676,1841,12,1156.37,23.51,72.65,505.23,554.97
-1987,UT01803,"Salt Lake City, UT",159839,1090,13,94,501,482,12,681.94,8.13,58.81,313.44,301.55
-1987,TXSPD00,"San Antonio, TX",920215,6092,174,849,1816,3253,12,662.02,18.91,92.26,197.35,353.5
-1987,CA03711,"San Diego, CA",1040851,9112,96,410,5154,3452,12,875.44,9.22,39.39,495.17,331.65
-1987,CA03801,"San Francisco, CA",767933,9298,103,452,4089,4654,12,1210.78,13.41,58.86,532.47,606.04
-1987,CA04313,"San Jose, CA",730079,4378,24,393,3017,944,12,599.66,3.29,53.83,413.24,129.3
-1987,WASPD00,"Seattle, WA",494426,7096,54,465,3618,2959,12,1435.2,10.92,94.05,731.76,598.47
-1987,MOSPD00,"St. Louis, MO",429414,9778,153,332,5997,3296,12,2277.06,35.63,77.31,1396.55,767.56
-1987,NY05101,"Suffolk County, NY",1191928,2817,36,194,1336,1251,12,236.34,3.02,16.28,112.09,104.96
-1987,FL02902,"Tampa, FL",285856,8899,61,297,5114,3427,12,3113.11,21.34,103.9,1789.01,1198.86
-1987,AZ01003,"Tucson, AZ",374546,3523,23,281,2308,911,12,940.61,6.14,75.02,616.21,243.23
-1987,OK07205,"Tulsa, OK",369961,3129,35,234,1786,1074,12,845.76,9.46,63.25,482.75,290.3
-1987,VA12800,"Virginia Beach, VA",340158,718,11,124,261,322,12,211.08,3.23,36.45,76.73,94.66
-1987,DCMPD00,"Washington, DC",622000,10016,225,245,5084,4462,12,1610.29,36.17,39.39,817.36,717.36
-1987,KS08703,"Wichita, KS",290702,1566,24,240,711,591,12,538.7,8.26,82.56,244.58,203.3
-1987,,United States,,1483999,20096,,,,,612.5,8.3,,,
-1988,NM00101,"Albuquerque, NM",378176,4275,49,190,3108,928,12,1130.43,12.96,50.24,821.84,245.39
-1988,TX22001,"Arlington, TX",251712,1388,13,110,697,568,12,551.42,5.16,43.7,276.9,225.65
-1988,GAAPD00,"Atlanta, GA",444995,15911,217,721,9001,5972,12,3575.55,48.76,162.02,2022.72,1342.04
-1988,CO00101,"Aurora, CO",219404,2625,15,127,2021,462,12,1196.42,6.84,57.88,921.13,210.57
-1988,TX22701,"Austin, TX",467423,2508,43,247,1200,1018,12,536.56,9.2,52.84,256.73,217.79
-1988,MD00301,"Baltimore County, MD",692703,6515,24,190,4645,1656,12,940.52,3.46,27.43,670.56,239.06
-1988,MDBPD00,"Baltimore, MD",763880,14721,234,517,6574,7396,12,1927.14,30.63,67.68,860.61,968.21
-1988,MA01301,"Boston, MA",579921,12175,93,558,6291,5233,12,2099.42,16.04,96.22,1084.8,902.36
-1988,NY01401,"Buffalo, NY",323714,4271,43,296,2158,1774,12,1319.37,13.28,91.44,666.64,548.01
-1988,NC06001,"Charlotte, NC",370492,6815,46,315,4521,1933,12,1839.45,12.42,85.02,1220.27,521.74
-1988,ILCPD00,"Chicago, IL",2994100,69318,660,3695,35988,28975,12,2315.15,22.04,123.41,1201.96,967.74
-1988,OHCIP00,"Cincinnati, OH",377783,3199,47,296,1645,1211,12,846.78,12.44,78.35,435.44,320.55
-1988,OHCLP00,"Cleveland, OH",544515,7333,137,844,2557,3795,12,1346.7,25.16,155,469.59,696.95
-1988,OHCOP00,"Columbus, OH",588428,5802,69,594,2111,3028,12,986.02,11.73,100.95,358.75,514.59
-1988,TXDPD00,"Dallas, TX",1017818,21135,366,1306,9816,9647,12,2076.5,35.96,128.31,964.42,947.81
-1988,CODPD00,"Denver, CO",500555,3634,69,370,1802,1393,12,725.99,13.78,73.92,360,278.29
-1988,MI82349,"Detroit, MI",1086714,25805,629,1447,10751,12978,12,2374.59,57.88,133.15,989.31,1194.24
-1988,TX07102,"El Paso, TX",501544,4505,31,242,3144,1088,12,898.23,6.18,48.25,626.86,216.93
-1988,VA02901,"Fairfax County, VA",714952,986,23,77,338,548,12,137.91,3.22,10.77,47.28,76.65
-1988,TX22012,"Fort Worth, TX",432889,7326,97,489,3625,3115,12,1692.35,22.41,112.96,837.4,719.58
-1988,CA01005,"Fresno, CA",294695,3997,39,231,2334,1393,12,1356.32,13.23,78.39,792.01,472.69
-1988,HI00200,"Honolulu, HI",838656,2186,28,283,1042,833,12,260.66,3.34,33.74,124.25,99.33
-1988,TXHPD00,"Houston, TX",1725421,19817,440,1206,8122,10049,12,1148.53,25.5,69.9,470.73,582.41
-1988,INIPD00,"Indianapolis, IN",483187,5635,79,422,3670,1464,12,1166.22,16.35,87.34,759.54,302.99
-1988,FL01602,"Jacksonville, FL",645024,,187,573,,4299,0,,28.99,88.83,,666.49
-1988,MOKPD00,"Kansas City, MO",447461,8316,134,473,4230,3479,12,1858.49,29.95,105.71,945.33,777.5
-1988,NV00201,"Las Vegas, NV",510941,4024,54,363,1720,1887,12,787.57,10.57,71.05,336.63,369.32
-1988,CA01941,"Long Beach, CA",413667,5153,58,218,2231,2646,12,1245.69,14.02,52.7,539.32,639.64
-1988,CA01900,"Los Angeles County, CA",1116009,12331,157,373,8591,3210,12,1104.92,14.07,33.42,769.8,287.63
-1988,CA01942,"Los Angeles, CA",3402342,66736,736,2006,37812,26182,12,1961.47,21.63,58.96,1111.35,769.53
-1988,KY05680,"Louisville, KY",,,,,,,,,,,,
-1988,TNMPD00,"Memphis, TN",668935,8914,174,863,3415,4462,12,1332.57,26.01,129.01,510.51,667.03
-1988,AZ00717,"Mesa, AZ",267642,1396,11,119,1005,261,12,521.59,4.11,44.46,375.5,97.52
-1988,FL01300,"Miami-Dade County, FL",937278,16436,211,685,9781,5759,0,1753.59,22.51,73.08,1043.55,614.44
-1988,FL01306,"Miami, FL",389720,12961,146,411,6006,6398,0,3325.72,37.46,105.46,1541.11,1641.69
-1988,WIMPD00,"Milwaukee, WI",611140,5037,81,400,2445,2111,12,824.2,13.25,65.45,400.07,345.42
-1988,MN02711,"Minneapolis, MN",364745,5500,55,460,2420,2565,12,1507.9,15.08,126.12,663.48,703.23
-1988,MD01604,"Montgomery County, MD",691815,1884,16,174,912,782,12,272.33,2.31,25.15,131.83,113.04
-1988,TN01901,"Nashville, TN",502759,5290,79,464,2793,1954,12,1052.19,15.71,92.29,555.53,388.66
-1988,NY02900,"Nassau County, NY",1048192,2021,21,86,882,1032,12,192.81,2,8.2,84.14,98.46
-1988,LANPD00,"New Orleans, LA",538047,8923,228,403,3563,4729,12,1658.41,42.38,74.9,662.21,878.92
-1988,NY03030,"New York City, NY",7346352,162916,1896,3412,71030,86578,12,2217.64,25.81,46.44,966.87,1178.52
-1988,NJNPD00,"Newark, NJ",319191,9733,115,522,4672,4424,12,3049.27,36.03,163.54,1463.7,1386
-1988,CA00109,"Oakland, CA",367782,6049,112,498,2298,3141,12,1644.72,30.45,135.41,624.83,854.04
-1988,OK05506,"Oklahoma City, OK",440136,3986,60,377,2184,1365,12,905.63,13.63,85.66,496.21,310.13
-1988,NB02802,"Omaha, NE",377958,2774,28,216,1820,710,12,733.94,7.41,57.15,481.53,187.85
-1988,FL04804,"Orlando, FL",155673,3587,28,289,2041,1229,0,2304.19,17.99,185.65,1311.08,789.48
-1988,PAPEP00,"Philadelphia, PA",1657285,17082,374,912,6938,8858,12,1030.72,22.57,55.03,418.64,534.49
-1988,AZ00723,"Phoenix, AZ",951717,8477,106,445,5408,2518,12,890.71,11.14,46.76,568.24,264.57
-1988,PAPPD00,"Pittsburgh, PA",387190,4118,19,234,1328,2537,12,1063.56,4.91,60.44,342.98,655.23
-1988,OR02602,"Portland, OR",387659,8686,45,372,4637,3632,12,2240.63,11.61,95.96,1196.15,936.91
-1988,MD01721,"Prince George's County, MD",598855,6014,94,383,2993,2544,12,1004.25,15.7,63.96,499.79,424.81
-1988,NC09201,"Raleigh, NC",188308,1177,11,65,766,335,12,625.04,5.84,34.52,406.78,177.9
-1988,CA03404,"Sacramento, CA",340483,3582,68,188,1714,1612,12,1052.03,19.97,55.22,503.4,473.45
-1988,UT01803,"Salt Lake City, UT",162005,1036,15,90,444,487,12,639.49,9.26,55.55,274.07,300.61
-1988,TXSPD00,"San Antonio, TX",935729,5273,143,535,1736,2859,12,563.52,15.28,57.17,185.52,305.54
-1988,CA03711,"San Diego, CA",1073466,9171,144,389,5434,3204,12,854.34,13.41,36.24,506.21,298.47
-1988,CA03801,"San Francisco, CA",753927,9667,92,453,4255,4867,12,1282.22,12.2,60.09,564.38,645.55
-1988,CA04313,"San Jose, CA",732022,4689,37,438,3266,948,12,640.55,5.05,59.83,446.16,129.5
-1988,WASPD00,"Seattle, WA",505380,6879,56,439,3675,2709,12,1361.15,11.08,86.87,727.18,536.03
-1988,MOSPD00,"St. Louis, MO",425187,10481,140,305,6709,3327,12,2465.03,32.93,71.73,1577.89,782.48
-1988,NY05101,"Suffolk County, NY",1195644,2984,31,130,1713,1110,10,249.57,2.59,10.87,143.27,92.84
-1988,FL02902,"Tampa, FL",293732,,,,,,0,,,,,
-1988,AZ01003,"Tucson, AZ",383174,3527,31,281,2447,768,12,920.47,8.09,73.33,638.61,200.43
-1988,OK07205,"Tulsa, OK",373602,3462,35,260,2159,1008,12,926.65,9.37,69.59,577.89,269.81
-1988,VA12800,"Virginia Beach, VA",355562,717,27,108,255,327,12,201.65,7.59,30.37,71.72,91.97
-1988,DCMPD00,"Washington, DC",620000,11913,369,165,5690,5689,12,1921.45,59.52,26.61,917.74,917.58
-1988,KS08703,"Wichita, KS",292733,1655,15,238,774,628,12,565.36,5.12,81.3,264.4,214.53
-1988,,United States,,1566221,20675,,,,,640.6,8.5,,,
-1989,NM00101,"Albuquerque, NM",384801,4696,41,178,3445,1032,12,1220.37,10.65,46.26,895.27,268.19
-1989,TX22001,"Arlington, TX",259796,1550,11,88,899,552,12,596.62,4.23,33.87,346.04,212.47
-1989,GAAPD00,"Atlanta, GA",426482,16852,246,691,9119,6796,12,3951.4,57.68,162.02,2138.19,1593.5
-1989,CO00101,"Aurora, CO",219780,2859,7,120,2354,378,12,1300.85,3.19,54.6,1071.07,171.99
-1989,TX22701,"Austin, TX",468907,2605,31,235,1320,1019,12,555.55,6.61,50.12,281.51,217.31
-1989,MD00301,"Baltimore County, MD",700068,7237,34,220,5179,1804,12,1033.76,4.86,31.43,739.79,257.69
-1989,MDBPD00,"Baltimore, MD",763138,15618,262,541,6849,7966,12,2046.55,34.33,70.89,897.48,1043.85
-1989,MA01301,"Boston, MA",580095,12919,99,483,6471,5866,12,2227.05,17.07,83.26,1115.51,1011.21
-1989,NY01401,"Buffalo, NY",314284,4479,37,268,2345,1829,12,1425.14,11.77,85.27,746.14,581.96
-1989,NC06001,"Charlotte, NC",372612,7640,73,325,4873,2369,12,2050.39,19.59,87.22,1307.79,635.78
-1989,ILCPD00,"Chicago, IL",2988260,73590,742,3645,37615,31588,12,2462.64,24.83,121.98,1258.76,1057.07
-1989,OHCIP00,"Cincinnati, OH",372282,3690,45,351,1866,1428,12,991.18,12.09,94.28,501.23,383.58
-1989,OHCLP00,"Cleveland, OH",523906,7965,144,837,2939,4045,12,1520.31,27.49,159.76,560.98,772.09
-1989,OHCOP00,"Columbus, OH",572341,5986,90,543,2226,3127,12,1045.88,15.72,94.87,388.93,546.35
-1989,TXDPD00,"Dallas, TX",996320,21228,351,1185,10250,9442,12,2130.64,35.23,118.94,1028.79,947.69
-1989,CODPD00,"Denver, CO",494589,3572,55,325,1925,1267,12,722.22,11.12,65.71,389.21,256.17
-1989,MI82349,"Detroit, MI",1039599,24956,624,1424,11006,11902,12,2400.54,60.02,136.98,1058.68,1144.86
-1989,TX07102,"El Paso, TX",515607,4722,41,241,3301,1139,12,915.81,7.95,46.74,640.22,220.9
-1989,VA02901,"Fairfax County, VA",742741,1047,28,102,389,528,12,140.96,3.77,13.73,52.37,71.09
-1989,TX22012,"Fort Worth, TX",430481,6668,113,454,3576,2525,12,1548.96,26.25,105.46,830.7,586.55
-1989,CA01005,"Fresno, CA",315218,4289,42,234,2488,1525,12,1360.65,13.32,74.23,789.3,483.79
-1989,HI00200,"Honolulu, HI",848959,2165,43,269,1044,809,0,255.02,5.07,31.69,122.97,95.29
-1989,TXHPD00,"Houston, TX",1713499,19528,459,1152,8097,9820,12,1139.66,26.79,67.23,472.54,573.1
-1989,INIPD00,"Indianapolis, IN",484056,5859,41,483,3529,1806,12,1210.4,8.47,99.78,729.05,373.1
-1989,FL01602,"Jacksonville, FL",654737,9449,165,609,4735,3940,12,1443.17,25.2,93.01,723.19,601.77
-1989,MOKPD00,"Kansas City, MO",440435,8996,140,507,4525,3824,12,2042.53,31.79,115.11,1027.39,868.23
-1989,NV00201,"Las Vegas, NV",536148,4094,67,305,1676,2046,12,763.6,12.5,56.89,312.6,381.61
-1989,CA01941,"Long Beach, CA",426025,7169,85,247,3074,3763,12,1682.77,19.95,57.98,721.55,883.28
-1989,CA01900,"Los Angeles County, CA",1046235,15563,176,386,10948,4053,12,1487.52,16.82,36.89,1046.42,387.39
-1989,CA01942,"Los Angeles, CA",3441449,77297,877,1996,43361,31063,12,2246.06,25.48,58,1259.96,902.61
-1989,KY05680,"Louisville, KY",,,,,,,,,,,,
-1989,TNMPD00,"Memphis, TN",651081,8030,141,781,3327,3781,12,1233.33,21.66,119.95,511,580.73
-1989,AZ00717,"Mesa, AZ",285883,1400,10,85,1092,213,12,489.71,3.5,29.73,381.97,74.51
-1989,FL01300,"Miami-Dade County, FL",972785,19140,203,768,10292,7877,12,1967.55,20.87,78.95,1057.99,809.74
-1989,FL01306,"Miami, FL",381206,14093,132,285,6387,7289,12,3696.95,34.63,74.76,1675.47,1912.09
-1989,WIMPD00,"Milwaukee, WI",600898,4270,112,461,1282,2415,12,710.6,18.64,76.72,213.35,401.9
-1989,MN02711,"Minneapolis, MN",348384,5367,46,462,2335,2524,12,1540.54,13.2,132.61,670.24,724.49
-1989,MD01604,"Montgomery County, MD",705979,1896,21,194,846,835,12,268.56,2.97,27.48,119.83,118.28
-1989,TN01901,"Nashville, TN",501398,5230,69,478,3075,1608,12,1043.08,13.76,95.33,613.29,320.7
-1989,NY02900,"Nassau County, NY",1046197,1827,26,52,787,962,12,174.63,2.49,4.97,75.22,91.95
-1989,LANPD00,"New Orleans, LA",528589,10203,251,388,4115,5449,12,1930.23,47.48,73.4,778.49,1030.86
-1989,NY03030,"New York City, NY",7369454,169487,1905,3254,70951,93377,12,2299.86,25.85,44.16,962.77,1267.08
-1989,NJNPD00,"Newark, NJ",313839,10340,107,376,4547,5310,12,3294.68,34.09,119.81,1448.83,1691.95
-1989,CA00109,"Oakland, CA",366305,5555,129,442,1760,3224,12,1516.5,35.22,120.66,480.47,880.14
-1989,OK05506,"Oklahoma City, OK",431982,4307,61,352,2277,1617,12,997.03,14.12,81.48,527.11,374.32
-1989,NB02802,"Omaha, NE",355110,2751,23,188,1901,639,12,774.69,6.48,52.94,535.33,179.94
-1989,FL04804,"Orlando, FL",160197,3343,19,176,1959,1189,12,2086.81,11.86,109.86,1222.87,742.21
-1989,PAPEP00,"Philadelphia, PA",1652188,18054,475,784,6562,10233,12,1092.73,28.75,47.45,397.17,619.36
-1989,AZ00723,"Phoenix, AZ",941948,8481,126,399,5341,2615,12,900.37,13.38,42.36,567.02,277.62
-1989,PAPPD00,"Pittsburgh, PA",376412,4579,31,219,1858,2471,12,1216.49,8.24,58.18,493.61,656.46
-1989,OR02602,"Portland, OR",425788,8052,38,415,4932,2667,12,1891.08,8.92,97.47,1158.32,626.37
-1989,MD01721,"Prince George's County, MD",608611,6550,118,262,3029,3141,12,1076.22,19.39,43.05,497.69,516.09
-1989,NC09201,"Raleigh, NC",189132,1248,15,102,751,380,12,659.86,7.93,53.93,397.08,200.92
-1989,CA03404,"Sacramento, CA",347172,3658,44,187,1773,1654,12,1053.66,12.67,53.86,510.7,476.42
-1989,UT01803,"Salt Lake City, UT",154304,1197,18,136,559,484,12,775.74,11.67,88.14,362.27,313.67
-1989,TXSPD00,"San Antonio, TX",949691,5253,168,477,1898,2710,12,553.13,17.69,50.23,199.85,285.36
-1989,CA03711,"San Diego, CA",1098639,10124,121,410,6008,3585,12,921.5,11.01,37.32,546.86,326.31
-1989,CA03801,"San Francisco, CA",750964,10064,73,380,4606,5005,12,1340.14,9.72,50.6,613.34,666.48
-1989,CA04313,"San Jose, CA",757964,4535,38,399,3103,995,12,598.31,5.01,52.64,409.39,131.27
-1989,WASPD00,"Seattle, WA",514398,6878,38,478,3914,2448,12,1337.1,7.39,92.92,760.89,475.9
-1989,MOSPD00,"St. Louis, MO",405066,12644,158,330,7936,4220,12,3121.47,39.01,81.47,1959.19,1041.81
-1989,NY05101,"Suffolk County, NY",1194717,2844,29,127,1402,1286,12,238.05,2.43,10.63,117.35,107.64
-1989,FL02902,"Tampa, FL",289463,7910,57,175,4541,3137,12,2732.65,19.69,60.46,1568.77,1083.73
-1989,AZ01003,"Tucson, AZ",393319,3187,40,235,2226,686,10,810.28,10.17,59.75,565.95,174.41
-1989,OK07205,"Tulsa, OK",366297,4350,32,307,2595,1416,12,1187.56,8.74,83.81,708.44,386.57
-1989,VA12800,"Virginia Beach, VA",370316,762,17,133,294,318,12,205.77,4.59,35.92,79.39,85.87
-1989,DCMPD00,"Washington, DC",604000,12936,434,186,5775,6541,12,2141.72,71.85,30.79,956.13,1082.95
-1989,KS08703,"Wichita, KS",297391,2302,29,265,1038,970,12,774.07,9.75,89.11,349.04,326.17
-1989,,United States,,1646037,21500,,,,,666.9,8.7,,,
-1990,NM00101,"Albuquerque, NM",384736,5121,34,222,3835,1030,12,1331.04,8.84,57.7,996.79,267.72
-1990,TX22001,"Arlington, TX",261721,1876,8,139,1143,586,12,716.79,3.06,53.11,436.72,223.9
-1990,GAAPD00,"Atlanta, GA",394017,16097,231,695,9062,6109,12,4085.36,58.63,176.39,2299.9,1550.44
-1990,CO00101,"Aurora, CO",222103,3191,8,170,2616,397,12,1436.72,3.6,76.54,1177.83,178.75
-1990,TX22701,"Austin, TX",465622,3326,46,280,1539,1461,12,714.31,9.88,60.13,330.53,313.77
-1990,MD00301,"Baltimore County, MD",692134,6957,34,257,4959,1707,12,1005.15,4.91,37.13,716.48,246.63
-1990,MDBPD00,"Baltimore, MD",736014,17942,305,687,7473,9477,12,2437.73,41.44,93.34,1015.33,1287.61
-1990,MA01301,"Boston, MA",574283,13664,143,539,6960,6022,12,2379.31,24.9,93.86,1211.95,1048.61
-1990,NY01401,"Buffalo, NY",328123,5275,37,355,2711,2172,12,1607.63,11.28,108.19,826.21,661.95
-1990,NC06001,"Charlotte, NC",395934,9119,93,384,5434,3208,12,2303.16,23.49,96.99,1372.45,810.24
-1990,ILCPD00,"Chicago, IL",2783726,82728,851,3607,41114,37156,12,2971.84,30.57,129.57,1476.94,1334.76
-1990,OHCIP00,"Cincinnati, OH",364040,4476,49,388,2426,1613,12,1229.54,13.46,106.58,666.41,443.08
-1990,OHCLP00,"Cleveland, OH",505616,9190,168,846,3259,4917,12,1817.58,33.23,167.32,644.56,972.48
-1990,OHCOP00,"Columbus, OH",632910,7022,89,647,2745,3541,12,1109.48,14.06,102.23,433.71,559.48
-1990,TXDPD00,"Dallas, TX",1006877,24550,447,1344,12194,10565,12,2438.23,44.39,133.48,1211.07,1049.28
-1990,CODPD00,"Denver, CO",467610,4205,67,375,2451,1312,12,899.25,14.33,80.2,524.15,280.58
-1990,MI82349,"Detroit, MI",1027974,27747,582,1657,12498,13010,12,2699.19,56.62,161.19,1215.79,1265.6
-1990,TX07102,"El Paso, TX",515342,5111,34,256,3440,1381,12,991.77,6.6,49.68,667.52,267.98
-1990,VA02901,"Fairfax County, VA",787593,1013,27,105,391,490,12,128.62,3.43,13.33,49.64,62.21
-1990,TX22012,"Fort Worth, TX",447619,7826,130,432,4463,2801,12,1748.36,29.04,96.51,997.05,625.76
-1990,CA01005,"Fresno, CA",354202,4399,66,258,2483,1592,12,1241.95,18.63,72.84,701.01,449.46
-1990,HI00200,"Honolulu, HI",836231,2412,34,278,1211,889,12,288.44,4.07,33.24,144.82,106.31
-1990,TXHPD00,"Houston, TX",1630553,22637,568,1335,7813,12921,12,1388.3,34.83,81.87,479.16,792.43
-1990,INIPD00,"Indianapolis, IN",483549,6224,58,541,3983,1642,12,1287.15,11.99,111.88,823.7,339.57
-1990,FL01602,"Jacksonville, FL",636680,11654,176,704,6811,3963,12,1830.43,27.64,110.57,1069.77,622.45
-1990,MOKPD00,"Kansas City, MO",434711,11087,121,517,5957,4492,12,2550.43,27.83,118.93,1370.34,1033.33
-1990,NV00201,"Las Vegas, NV",616243,4510,79,371,1831,2229,12,731.85,12.82,60.2,297.12,361.71
-1990,CA01941,"Long Beach, CA",429433,8403,106,298,3806,4193,12,1956.77,24.68,69.39,886.28,976.4
-1990,CA01900,"Los Angeles County, CA",970620,17404,215,400,12125,4664,12,1793.08,22.15,41.21,1249.2,480.52
-1990,CA01942,"Los Angeles, CA",3485398,83809,983,2014,44714,36098,12,2404.57,28.2,57.78,1282.9,1035.69
-1990,KY05680,"Louisville, KY",,,,,,,,,,,,
-1990,TNMPD00,"Memphis, TN",610337,9082,195,831,3904,4152,12,1488.03,31.95,136.15,639.65,680.28
-1990,AZ00717,"Mesa, AZ",288091,1724,9,95,1345,275,12,598.42,3.12,32.98,466.87,95.46
-1990,FL01300,"Miami-Dade County, FL",1036888,20130,213,802,10747,8368,12,1941.39,20.54,77.35,1036.47,807.03
-1990,FL01306,"Miami, FL",358548,15607,129,299,7007,8172,12,4352.83,35.98,83.39,1954.27,2279.19
-1990,WIMPD00,"Milwaukee, WI",628100,6282,155,495,1486,4146,12,1000.16,24.68,78.81,236.59,660.09
-1990,MN02711,"Minneapolis, MN",368383,4695,55,615,1467,2558,1,1274.49,14.93,166.95,398.23,694.39
-1990,MD01604,"Montgomery County, MD",744830,2089,23,195,1064,807,12,280.47,3.09,26.18,142.85,108.35
-1990,TN01901,"Nashville, TN",499565,6886,67,553,4102,2164,12,1378.4,13.41,110.7,821.11,433.18
-1990,NY02900,"Nassau County, NY",1009921,1957,21,63,859,1014,12,193.78,2.08,6.24,85.06,100.4
-1990,LANPD00,"New Orleans, LA",496938,11227,304,361,4514,6048,12,2259.24,61.17,72.64,908.36,1217.05
-1990,NY03030,"New York City, NY",7322564,174542,2245,3126,68891,100280,12,2383.62,30.66,42.69,940.8,1369.47
-1990,NJNPD00,"Newark, NJ",275221,10684,112,326,4225,6021,12,3881.97,40.69,118.45,1535.13,2187.7
-1990,CA00109,"Oakland, CA",372242,5845,146,517,1952,3230,12,1570.22,39.22,138.89,524.39,867.72
-1990,OK05506,"Oklahoma City, OK",444719,4813,68,422,2925,1398,12,1082.26,15.29,94.89,657.72,314.36
-1990,NB02802,"Omaha, NE",335795,3140,12,217,2307,604,12,935.09,3.57,64.62,687.03,179.87
-1990,FL04804,"Orlando, FL",164693,4109,30,181,2449,1449,12,2494.95,18.22,109.9,1487.01,879.82
-1990,PAPEP00,"Philadelphia, PA",1585577,21387,503,734,7344,12806,12,1348.85,31.72,46.29,463.18,807.66
-1990,AZ00723,"Phoenix, AZ",983403,10665,128,512,6642,3383,12,1084.5,13.02,52.06,675.41,344.01
-1990,PAPPD00,"Pittsburgh, PA",369879,5017,35,302,2361,2319,12,1356.39,9.46,81.65,638.32,626.96
-1990,OR02602,"Portland, OR",437319,7836,33,424,4838,2541,12,1791.83,7.55,96.95,1106.29,581.04
-1990,MD01721,"Prince George's County, MD",613616,7526,106,441,3373,3606,12,1226.5,17.27,71.87,549.69,587.66
-1990,NC09201,"Raleigh, NC",207951,1179,24,96,671,388,12,566.96,11.54,46.16,322.67,186.58
-1990,CA03404,"Sacramento, CA",369365,3978,43,211,1934,1790,12,1076.98,11.64,57.13,523.6,484.62
-1990,UT01803,"Salt Lake City, UT",159936,1355,25,167,624,539,12,847.21,15.63,104.42,390.16,337.01
-1990,TXSPD00,"San Antonio, TX",935933,5730,208,430,2228,2864,12,612.22,22.22,45.94,238.05,306
-1990,CA03711,"San Diego, CA",1110549,12047,135,439,7142,4331,12,1084.78,12.16,39.53,643.11,389.99
-1990,CA03801,"San Francisco, CA",723959,12388,101,419,4815,7053,12,1711.15,13.95,57.88,665.09,974.23
-1990,CA04313,"San Jose, CA",782248,4698,35,416,3213,1034,12,600.58,4.47,53.18,410.74,132.18
-1990,WASPD00,"Seattle, WA",516259,7780,53,481,4551,2695,12,1507,10.27,93.17,881.53,522.02
-1990,MOSPD00,"St. Louis, MO",396685,13682,177,331,8466,4708,12,3449.08,44.62,83.44,2134.19,1186.84
-1990,NY05101,"Suffolk County, NY",1189974,3012,32,128,1433,1419,12,253.11,2.69,10.76,120.42,119.25
-1990,FL02902,"Tampa, FL",280015,9314,62,366,5723,3163,12,3326.25,22.14,130.71,2043.82,1129.58
-1990,AZ01003,"Tucson, AZ",405390,3680,30,290,2458,902,12,907.77,7.4,71.54,606.33,222.5
-1990,OK07205,"Tulsa, OK",367302,4898,57,382,2920,1539,12,1333.51,15.52,104,794.99,419
-1990,VA12800,"Virginia Beach, VA",393069,902,16,149,313,424,12,229.48,4.07,37.91,79.63,107.87
-1990,DCMPD00,"Washington, DC",606900,14919,472,303,6779,7365,12,2458.23,77.77,49.93,1116.99,1213.54
-1990,KS08703,"Wichita, KS",304011,2189,18,321,771,1079,12,720.04,5.92,105.59,253.61,354.92
-1990,,United States,,1820127,23438,,,,,729.6,9.4,,,
-1991,NM00101,"Albuquerque, NM",393148,5591,51,261,3972,1307,12,1422.11,12.97,66.39,1010.31,332.44
-1991,TX22001,"Arlington, TX",267306,2108,26,166,1216,700,12,788.61,9.73,62.1,454.91,261.87
-1991,GAAPD00,"Atlanta, GA",403085,16327,205,676,8967,6479,12,4050.51,50.86,167.71,2224.59,1607.35
-1991,CO00101,"Aurora, CO",227670,3746,11,184,2987,564,12,1645.36,4.83,80.82,1311.99,247.73
-1991,TX22701,"Austin, TX",475558,2968,49,276,1088,1555,12,624.11,10.3,58.04,228.78,326.98
-1991,MD00301,"Baltimore County, MD",703563,7618,25,271,5183,2139,12,1082.77,3.55,38.52,736.68,304.02
-1991,MDBPD00,"Baltimore, MD",748099,19032,304,701,7257,10770,12,2544.05,40.64,93.7,970.06,1439.65
-1991,MA01301,"Boston, MA",572454,11829,113,486,6446,4784,12,2066.37,19.74,84.9,1126.03,835.7
-1991,NY01401,"Buffalo, NY",329353,6042,50,319,2968,2705,12,1834.51,15.18,96.86,901.16,821.31
-1991,NC06001,"Charlotte, NC",402618,8760,114,407,5340,2899,12,2175.76,28.31,101.09,1326.32,720.04
-1991,ILCPD00,"Chicago, IL",2811478,90520,925,3575,42237,43783,12,3219.66,32.9,127.16,1502.31,1557.29
-1991,OHCIP00,"Cincinnati, OH",367123,5794,54,478,2947,2315,12,1578.22,14.71,130.2,802.73,630.58
-1991,OHCLP00,"Cleveland, OH",509898,9341,175,913,3121,5132,12,1831.94,34.32,179.06,612.08,1006.48
-1991,OHCOP00,"Columbus, OH",638533,7221,138,650,2686,3747,12,1130.87,21.61,101.8,420.65,586.81
-1991,TXDPD00,"Dallas, TX",1028362,26411,500,1208,13449,11254,12,2568.26,48.62,117.47,1307.81,1094.36
-1991,CODPD00,"Denver, CO",479468,5034,88,427,2884,1635,12,1049.91,18.35,89.06,601.5,341
-1991,MI82349,"Detroit, MI",1036246,28262,615,1427,12651,13569,12,2727.34,59.35,137.71,1220.85,1309.44
-1991,TX07102,"El Paso, TX",526339,5616,49,265,3818,1484,12,1066.99,9.31,50.35,725.39,281.95
-1991,VA02901,"Fairfax County, VA",800147,954,20,100,357,477,12,119.23,2.5,12.5,44.62,59.61
-1991,TX22012,"Fort Worth, TX",457171,8914,195,442,4851,3426,12,1949.82,42.65,96.68,1061.09,749.39
-1991,CA01005,"Fresno, CA",361580,4608,52,282,2092,2182,12,1274.41,14.38,77.99,578.57,603.46
-1991,HI00200,"Honolulu, HI",856432,2058,29,275,894,860,12,240.3,3.39,32.11,104.39,100.42
-1991,TXHPD00,"Houston, TX",1665756,26651,608,1213,10947,13883,12,1599.93,36.5,72.82,657.18,833.44
-1991,INIPD00,"Indianapolis, IN",489392,7072,95,561,4415,2001,12,1445.06,19.41,114.63,902.14,408.87
-1991,FL01602,"Jacksonville, FL",653515,10645,119,716,5964,3846,12,1628.88,18.21,109.56,912.6,588.51
-1991,MOKPD00,"Kansas City, MO",438188,12413,135,477,6846,4955,12,2832.8,30.81,108.86,1562.34,1130.79
-1991,NV00201,"Las Vegas, NV",656391,5661,103,433,1932,3193,12,862.44,15.69,65.97,294.34,486.45
-1991,CA01941,"Long Beach, CA",438378,9209,94,284,4760,4071,12,2100.7,21.44,64.78,1085.82,928.65
-1991,CA01900,"Los Angeles County, CA",990838,17018,226,418,11847,4527,12,1717.54,22.81,42.19,1195.65,456.89
-1991,CA01942,"Los Angeles, CA",3558316,89875,1027,1966,47104,39778,12,2525.77,28.86,55.25,1323.77,1117.89
-1991,KY05680,"Louisville, KY",,,,,,,,,,,,
-1991,TNMPD00,"Memphis, TN",619981,8818,169,653,3492,4504,12,1422.3,27.26,105.33,563.24,726.47
-1991,AZ00717,"Mesa, AZ",294754,2058,15,156,1498,389,12,698.21,5.09,52.93,508.22,131.97
-1991,FL01300,"Miami-Dade County, FL",1064064,19139,159,747,9598,8635,12,1798.67,14.94,70.2,902.01,811.51
-1991,FL01306,"Miami, FL",367945,15420,125,236,6582,8477,12,4190.84,33.97,64.14,1788.85,2303.88
-1991,WIMPD00,"Milwaukee, WI",636342,6228,163,502,1311,4252,12,978.72,25.62,78.89,206.02,668.19
-1991,MN02711,"Minneapolis, MN",373303,5889,64,744,2471,2610,12,1577.54,17.14,199.3,661.93,699.16
-1991,MD01604,"Montgomery County, MD",757060,2445,22,210,1234,979,12,322.96,2.91,27.74,163,129.32
-1991,TN01901,"Nashville, TN",507328,7989,88,514,4739,2648,12,1574.72,17.35,101.32,934.11,521.95
-1991,NY02900,"Nassau County, NY",1013708,2287,27,85,994,1181,12,225.61,2.66,8.39,98.06,116.5
-1991,LANPD00,"New Orleans, LA",500791,10969,345,302,4353,5969,12,2190.33,68.89,60.3,869.22,1191.91
-1991,NY03030,"New York City, NY",7350023,170390,2154,2892,66832,98512,12,2318.22,29.31,39.35,909.28,1340.3
-1991,NJNPD00,"Newark, NJ",276510,9402,88,244,3869,5201,12,3400.24,31.83,88.24,1399.23,1880.94
-1991,CA00109,"Oakland, CA",379995,9484,149,460,4942,3933,12,2495.82,39.21,121.05,1300.54,1035.01
-1991,OK05506,"Oklahoma City, OK",449025,5066,56,473,3038,1499,12,1128.22,12.47,105.34,676.58,333.83
-1991,NB02802,"Omaha, NE",338987,3242,35,207,2366,634,12,956.38,10.32,61.06,697.96,187.03
-1991,FL04804,"Orlando, FL",169009,2011,10,81,1161,759,6,1189.88,5.92,47.93,686.95,449.09
-1991,PAPEP00,"Philadelphia, PA",1596699,22451,440,904,7186,13921,12,1406.09,27.56,56.62,450.05,871.86
-1991,AZ00723,"Phoenix, AZ",995895,11010,128,480,6954,3448,12,1105.54,12.85,48.2,698.27,346.22
-1991,PAPPD00,"Pittsburgh, PA",372349,4294,36,300,1254,2704,12,1153.22,9.67,80.57,336.78,726.2
-1991,OR02602,"Portland, OR",449671,8121,53,464,4881,2723,12,1805.99,11.79,103.19,1085.46,605.55
-1991,MD01721,"Prince George's County, MD",622433,7702,140,453,3313,3796,12,1237.4,22.49,72.78,532.27,609.86
-1991,NC09201,"Raleigh, NC",211350,1761,25,120,964,652,12,833.22,11.83,56.78,456.12,308.49
-1991,CA03404,"Sacramento, CA",377058,4896,66,221,2329,2280,12,1298.47,17.5,58.61,617.68,604.68
-1991,UT01803,"Salt Lake City, UT",164313,1319,14,182,649,474,12,802.74,8.52,110.76,394.98,288.47
-1991,TXSPD00,"San Antonio, TX",955905,7573,208,698,2889,3778,12,792.23,21.76,73.02,302.23,395.23
-1991,CA03711,"San Diego, CA",1133681,13830,167,472,7860,5331,12,1219.92,14.73,41.63,693.32,470.24
-1991,CA03801,"San Francisco, CA",739039,12160,95,400,4645,7020,12,1645.38,12.85,54.12,628.52,949.88
-1991,CA04313,"San Jose, CA",798542,5258,53,445,3432,1328,12,658.45,6.64,55.73,429.78,166.3
-1991,WASPD00,"Seattle, WA",532418,7221,43,398,4019,2761,12,1356.27,8.08,74.75,754.86,518.58
-1991,MOSPD00,"St. Louis, MO",399858,14076,260,342,8180,5294,12,3520.25,65.02,85.53,2045.73,1323.97
-1991,NY05101,"Suffolk County, NY",1194436,3236,41,110,1402,1683,11,270.92,3.43,9.21,117.38,140.9
-1991,FL02902,"Tampa, FL",287354,10030,56,335,6629,3010,12,3490.47,19.49,116.58,2306.91,1047.49
-1991,AZ01003,"Tucson, AZ",414766,3896,24,332,2651,889,12,939.32,5.79,80.05,639.16,214.34
-1991,OK07205,"Tulsa, OK",370735,4923,42,414,2998,1469,12,1327.9,11.33,111.67,808.66,396.24
-1991,VA12800,"Virginia Beach, VA",399334,1087,27,127,421,512,12,272.2,6.76,31.8,105.43,128.21
-1991,DCMPD00,"Washington, DC",598000,14665,482,214,6704,7265,12,2452.34,80.6,35.79,1121.07,1214.88
-1991,KS08703,"Wichita, KS",306339,2672,24,284,960,1404,12,872.24,7.83,92.71,313.38,458.32
-1991,,United States,,1911767,24703,,,,,758.2,9.8,,,
-1992,NM00101,"Albuquerque, NM",401529,6168,42,294,4372,1460,12,1536.13,10.46,73.22,1088.84,363.61
-1992,TX22001,"Arlington, TX",272037,2056,16,146,1169,725,12,755.78,5.88,53.67,429.72,266.51
-1992,GAAPD00,"Atlanta, GA",410876,15856,198,627,9207,5824,12,3859.07,48.19,152.6,2240.82,1417.46
-1992,CO00101,"Aurora, CO",233939,4064,16,182,3194,672,12,1737.2,6.84,77.8,1365.31,287.25
-1992,TX22701,"Austin, TX",483975,2850,37,294,1069,1450,12,588.87,7.65,60.75,220.88,299.6
-1992,MD00301,"Baltimore County, MD",710514,7660,43,295,5029,2293,12,1078.09,6.05,41.52,707.8,322.72
-1992,MDBPD00,"Baltimore, MD",755517,21799,335,749,8452,12263,12,2885.31,44.34,99.14,1118.7,1623.13
-1992,MA01301,"Boston, MA",572822,11672,73,537,6297,4765,12,2037.63,12.74,93.75,1099.29,831.85
-1992,NY01401,"Buffalo, NY",330466,6367,76,346,2947,2998,12,1926.67,23,104.7,891.77,907.2
-1992,NC06001,"Charlotte, NC",408951,9456,99,361,5938,3058,12,2312.26,24.21,88.27,1452.01,747.77
-1992,ILCPD00,"Chicago, IL",2832901,84242,960,3754,41080,38448,12,2973.7,33.89,132.51,1450.1,1357.2
-1992,OHCIP00,"Cincinnati, OH",369707,5793,49,486,2964,2294,12,1566.92,13.25,131.46,801.72,620.49
-1992,OHCLP00,"Cleveland, OH",513487,8532,157,854,3098,4423,12,1661.58,30.58,166.31,603.33,861.37
-1992,OHCOP00,"Columbus, OH",643028,7029,113,684,2647,3585,12,1093.11,17.57,106.37,411.65,557.52
-1992,TXDPD00,"Dallas, TX",1046562,21682,387,1096,10667,9532,12,2071.74,36.98,104.72,1019.24,910.79
-1992,CODPD00,"Denver, CO",492672,5303,95,437,2967,1804,12,1076.38,19.28,88.7,602.23,366.17
-1992,MI82349,"Detroit, MI",1044128,26447,595,1225,12433,12194,12,2532.93,56.99,117.32,1190.75,1167.86
-1992,TX07102,"El Paso, TX",535655,5826,44,272,3900,1610,12,1087.64,8.21,50.78,728.08,300.57
-1992,VA02901,"Fairfax County, VA",811733,1060,18,152,417,473,12,130.58,2.22,18.73,51.37,58.27
-1992,TX22012,"Fort Worth, TX",465262,9392,153,525,5226,3488,12,2018.65,32.88,112.84,1123.24,749.69
-1992,CA01005,"Fresno, CA",367376,5363,81,203,1985,3094,12,1459.81,22.05,55.26,540.32,842.19
-1992,HI00200,"Honolulu, HI",875297,2382,31,326,1012,1013,12,272.14,3.54,37.24,115.62,115.73
-1992,TXHPD00,"Houston, TX",1695239,24837,465,1169,12073,11130,12,1465.1,27.43,68.96,712.17,656.54
-1992,INIPD00,"Indianapolis, IN",493928,6814,88,541,4028,2157,12,1379.55,17.82,109.53,815.5,436.7
-1992,FL01602,"Jacksonville, FL",663899,11548,123,713,7098,3614,12,1739.42,18.53,107.4,1069.14,544.36
-1992,MOKPD00,"Kansas City, MO",441162,12594,150,564,7386,4494,12,2854.73,34,127.84,1674.21,1018.67
-1992,NV00201,"Las Vegas, NV",678385,6027,99,393,1926,3609,12,888.43,14.59,57.93,283.91,532
-1992,CA01941,"Long Beach, CA",445405,6925,104,218,3020,3583,12,1554.76,23.35,48.94,678.03,804.44
-1992,CA01900,"Los Angeles County, CA",922758,18730,228,359,12672,5471,12,2029.78,24.71,38.91,1373.27,592.9
-1992,CA01942,"Los Angeles, CA",3615355,88919,1094,1872,46445,39508,12,2459.48,30.26,51.78,1284.66,1092.78
-1992,KY05680,"Louisville, KY",,,,,,,,,,,,
-1992,TNMPD00,"Memphis, TN",628865,9764,176,688,3559,5341,12,1552.64,27.99,109.4,565.94,849.31
-1992,AZ00717,"Mesa, AZ",301200,2054,9,119,1631,295,12,681.94,2.99,39.51,541.5,97.94
-1992,FL01300,"Miami-Dade County, FL",1080971,18949,162,649,10650,7488,12,1752.96,14.99,60.04,985.23,692.71
-1992,FL01306,"Miami, FL",373791,13945,128,272,6480,7065,12,3730.69,34.24,72.77,1733.59,1890.09
-1992,WIMPD00,"Milwaukee, WI",643017,6332,146,523,1329,4334,12,984.73,22.71,81.34,206.68,674.01
-1992,MN02711,"Minneapolis, MN",377345,6199,60,600,2464,3075,12,1642.79,15.9,159.01,652.98,814.9
-1992,MD01604,"Montgomery County, MD",764539,2328,21,184,1193,930,12,304.5,2.75,24.07,156.04,121.64
-1992,TN01901,"Nashville, TN",514771,8382,90,498,5126,2668,12,1628.3,17.48,96.74,995.78,518.29
-1992,NY02900,"Nassau County, NY",1017134,2360,18,73,888,1381,12,232.02,1.77,7.18,87.3,135.77
-1992,LANPD00,"New Orleans, LA",505008,10007,279,287,4100,5341,12,1981.55,55.25,56.83,811.87,1057.61
-1992,NY03030,"New York City, NY",7375097,159578,1995,2815,63529,91239,12,2163.74,27.05,38.17,861.4,1237.12
-1992,NJNPD00,"Newark, NJ",277544,9715,87,313,3926,5389,12,3500.35,31.35,112.77,1414.55,1941.67
-1992,CA00109,"Oakland, CA",386086,10140,165,418,4947,4610,12,2626.36,42.74,108.27,1281.32,1194.03
-1992,OK05506,"Oklahoma City, OK",454255,6358,61,472,3989,1836,12,1399.65,13.43,103.91,878.14,404.18
-1992,NB02802,"Omaha, NE",341753,2207,11,166,1630,400,8,645.79,3.22,48.57,476.95,117.04
-1992,FL04804,"Orlando, FL",171694,3232,13,140,2271,808,12,1882.42,7.57,81.54,1322.7,470.6
-1992,PAPEP00,"Philadelphia, PA",1603638,19103,425,817,6180,11681,12,1191.23,26.5,50.95,385.37,728.41
-1992,AZ00723,"Phoenix, AZ",999900,10907,136,476,7155,3140,12,1090.81,13.6,47.6,715.57,314.03
-1992,PAPPD00,"Pittsburgh, PA",373842,4495,44,221,1241,2989,12,1202.38,11.77,59.12,331.96,799.54
-1992,OR02602,"Portland, OR",458132,8389,46,490,5167,2686,12,1831.13,10.04,106.96,1127.84,586.29
-1992,MD01721,"Prince George's County, MD",629853,7265,126,409,3420,3310,12,1153.44,20,64.94,542.98,525.52
-1992,NC09201,"Raleigh, NC",214674,2171,19,120,1145,887,12,1011.3,8.85,55.9,533.37,413.18
-1992,CA03404,"Sacramento, CA",383102,4674,45,237,2070,2322,12,1220.04,11.75,61.86,540.33,606.1
-1992,UT01803,"Salt Lake City, UT",168304,1317,14,187,646,470,12,782.51,8.32,111.11,383.83,279.26
-1992,TXSPD00,"San Antonio, TX",972824,7131,219,616,2811,3485,12,733.02,22.51,63.32,288.95,358.24
-1992,CA03711,"San Diego, CA",1151853,14792,146,485,8840,5321,12,1284.19,12.68,42.11,767.46,461.95
-1992,CA03801,"San Francisco, CA",750885,13676,117,395,4886,8278,12,1821.32,15.58,52.6,650.7,1102.43
-1992,CA04313,"San Jose, CA",811342,5427,43,448,3705,1231,12,668.89,5.3,55.22,456.65,151.72
-1992,WASPD00,"Seattle, WA",544940,7327,60,353,4337,2577,12,1344.55,11.01,64.78,795.87,472.9
-1992,MOSPD00,"St. Louis, MO",402573,13247,231,349,7731,4936,12,3290.58,57.38,86.69,1920.4,1226.11
-1992,NY05101,"Suffolk County, NY",1198473,3472,49,75,1575,1773,12,289.7,4.09,6.26,131.42,147.94
-1992,FL02902,"Tampa, FL",291920,9864,49,303,6513,2999,12,3379.01,16.79,103.8,2231.09,1027.34
-1992,AZ01003,"Tucson, AZ",423836,4327,42,386,2929,970,12,1020.91,9.91,91.07,691.07,228.86
-1992,OK07205,"Tulsa, OK",375053,5008,33,368,3263,1344,12,1335.28,8.8,98.12,870.01,358.35
-1992,VA12800,"Virginia Beach, VA",405116,1155,23,153,367,612,12,285.1,5.68,37.77,90.59,151.07
-1992,DCMPD00,"Washington, DC",589000,16680,443,215,8566,7456,12,2831.92,75.21,36.5,1454.33,1265.87
-1992,KS08703,"Wichita, KS",309955,2754,29,255,1130,1340,12,888.52,9.36,82.27,364.57,432.32
-1992,,United States,,1932274,23760,,,,,757.7,9.3,,,
-1993,NM00101,"Albuquerque, NM",407286,6696,50,259,4835,1552,12,1644.05,12.28,63.59,1187.13,381.06
-1993,TX22001,"Arlington, TX",281336,2259,7,146,1396,710,12,802.95,2.49,51.9,496.2,252.37
-1993,GAAPD00,"Atlanta, GA",402877,16281,203,492,9541,6045,12,4041.18,50.39,122.12,2368.22,1500.46
-1993,CO00101,"Aurora, CO",246610,4457,19,166,3532,740,12,1807.31,7.7,67.31,1432.22,300.07
-1993,TX22701,"Austin, TX",502018,3011,37,271,1148,1555,12,599.78,7.37,53.98,228.68,309.75
-1993,MD00301,"Baltimore County, MD",712020,7451,36,281,4827,2307,12,1046.46,5.06,39.47,677.93,324.01
-1993,MDBPD00,"Baltimore, MD",732968,21945,353,668,8548,12376,12,2993.99,48.16,91.14,1166.22,1688.48
-1993,MA01301,"Boston, MA",553870,10843,98,480,6184,4081,12,1957.68,17.69,86.66,1116.51,736.82
-1993,NY01401,"Buffalo, NY",324855,6041,76,295,2772,2898,12,1859.6,23.4,90.81,853.3,892.09
-1993,NC06001,"Charlotte, NC",422862,9725,122,356,6020,3227,12,2299.8,28.85,84.19,1423.63,763.13
-1993,ILCPD00,"Chicago, IL",2788996,79183,862,3379,39753,35189,12,2839.12,30.91,121.15,1425.35,1261.71
-1993,OHCIP00,"Cincinnati, OH",366591,5621,39,449,2806,2327,12,1533.32,10.64,122.48,765.43,634.77
-1993,OHCLP00,"Cleveland, OH",505730,8310,167,834,3012,4297,12,1643.17,33.02,164.91,595.57,849.66
-1993,OHCOP00,"Columbus, OH",646933,7146,105,658,2496,3887,12,1104.6,16.23,101.71,385.82,600.84
-1993,TXDPD00,"Dallas, TX",1042619,18176,317,1000,9439,7420,12,1743.3,30.4,95.91,905.32,711.67
-1993,CODPD00,"Denver, CO",498402,5252,74,393,2922,1863,12,1053.77,14.85,78.85,586.27,373.79
-1993,MI82349,"Detroit, MI",1020062,28358,579,1189,12999,13591,12,2780.03,56.76,116.56,1274.33,1332.37
-1993,TX07102,"El Paso, TX",554515,6109,47,281,4220,1561,12,1101.68,8.48,50.67,761.03,281.51
-1993,VA02901,"Fairfax County, VA",836460,920,17,100,343,460,12,109.99,2.03,11.96,41.01,54.99
-1993,TX22012,"Fort Worth, TX",463373,6979,133,507,3589,2750,12,1506.13,28.7,109.42,774.54,593.47
-1993,CA01005,"Fresno, CA",379977,5511,87,216,2329,2879,12,1450.35,22.9,56.85,612.93,757.68
-1993,HI00200,"Honolulu, HI",875455,2501,31,286,1099,1085,12,285.68,3.54,32.67,125.53,123.94
-1993,TXHPD00,"Houston, TX",1724327,25069,446,1109,12742,10772,12,1453.84,25.87,64.31,738.95,624.71
-1993,INIPD00,"Indianapolis, IN",377723,6292,68,517,3657,2050,12,1665.77,18,136.87,968.17,542.73
-1993,FL01602,"Jacksonville, FL",672310,11417,125,699,6989,3604,12,1698.17,18.59,103.97,1039.55,536.06
-1993,MOKPD00,"Kansas City, MO",435428,10961,153,515,6402,3891,12,2517.29,35.14,118.27,1470.28,893.6
-1993,NV00201,"Las Vegas, NV",717441,7281,91,435,3183,3572,12,1014.86,12.68,60.63,443.66,497.88
-1993,CA01941,"Long Beach, CA",443259,7116,126,200,3073,3717,12,1605.38,28.43,45.12,693.27,838.56
-1993,CA01900,"Los Angeles County, CA",947137,16054,229,321,10901,4603,12,1695,24.18,33.89,1150.94,485.99
-1993,CA01942,"Los Angeles, CA",3525317,83701,1076,1773,42437,38415,12,2374.28,30.52,50.29,1203.78,1089.69
-1993,KY05680,"Louisville, KY",,,,,,,,,,,,
-1993,TNMPD00,"Memphis, TN",618981,10113,198,725,3824,5366,12,1633.81,31.99,117.13,617.79,866.91
-1993,AZ00717,"Mesa, AZ",304695,2335,6,111,1808,410,12,766.34,1.97,36.43,593.38,134.56
-1993,FL01300,"Miami-Dade County, FL",1103461,20761,183,643,12057,7878,12,1881.44,16.58,58.27,1092.65,713.94
-1993,FL01306,"Miami, FL",372519,14502,127,204,7089,7082,12,3892.96,34.09,54.76,1902.99,1901.11
-1993,WIMPD00,"Milwaukee, WI",623114,6014,157,424,1411,4022,12,965.15,25.2,68.05,226.44,645.47
-1993,MN02711,"Minneapolis, MN",366642,6481,58,518,2727,3178,12,1767.66,15.82,141.28,743.78,866.79
-1993,MD01604,"Montgomery County, MD",775718,2110,29,205,1034,842,12,272.01,3.74,26.43,133.3,108.54
-1993,TN01901,"Nashville, TN",513648,9164,87,577,5791,2709,12,1784.1,16.94,112.33,1127.43,527.4
-1993,NY02900,"Nassau County, NY",1028280,2117,18,71,899,1129,12,205.88,1.75,6.9,87.43,109.79
-1993,LANPD00,"New Orleans, LA",491619,10024,395,298,4152,5179,12,2038.98,80.35,60.62,844.56,1053.46
-1993,NY03030,"New York City, NY",7347257,153543,1946,2818,62778,86001,12,2089.8,26.49,38.35,854.44,1170.52
-1993,NJNPD00,"Newark, NJ",269892,10222,96,257,3977,5892,12,3787.44,35.57,95.22,1473.55,2183.1
-1993,CA00109,"Oakland, CA",377037,9809,154,353,4743,4559,12,2601.6,40.84,93.62,1257.97,1209.17
-1993,OK05506,"Oklahoma City, OK",457448,6480,80,515,4161,1724,12,1416.55,17.49,112.58,909.61,376.87
-1993,NB02802,"Omaha, NE",341499,3899,32,209,2906,752,12,1141.73,9.37,61.2,850.95,220.21
-1993,FL04804,"Orlando, FL",176748,4140,15,209,2809,1107,12,2342.32,8.49,118.25,1589.27,626.32
-1993,PAPEP00,"Philadelphia, PA",1559534,19576,439,785,6821,11531,12,1255.25,28.15,50.34,437.37,739.39
-1993,AZ00723,"Phoenix, AZ",1039369,11911,158,444,7872,3437,12,1145.98,15.2,42.72,757.38,330.68
-1993,PAPPD00,"Pittsburgh, PA",368473,4479,80,226,1389,2784,12,1215.56,21.71,61.33,376.96,755.55
-1993,OR02602,"Portland, OR",454889,8445,58,479,5603,2305,12,1856.5,12.75,105.3,1231.73,506.72
-1993,MD01721,"Prince George's County, MD",632201,7905,133,406,3491,3875,12,1250.39,21.04,64.22,552.2,612.94
-1993,NC09201,"Raleigh, NC",224057,2030,27,94,1114,795,12,906.02,12.05,41.95,497.19,354.82
-1993,CA03404,"Sacramento, CA",386732,4850,85,167,2288,2310,12,1254.1,21.98,43.18,591.62,597.31
-1993,UT01803,"Salt Lake City, UT",170380,1402,19,204,681,498,12,822.87,11.15,119.73,399.69,292.29
-1993,TXSPD00,"San Antonio, TX",985456,6725,220,553,2973,2979,12,682.43,22.32,56.12,301.69,302.3
-1993,CA03711,"San Diego, CA",1160603,13463,133,396,8283,4651,12,1160,11.46,34.12,713.68,400.74
-1993,CA03801,"San Francisco, CA",736377,13365,129,361,4421,8454,12,1814.97,17.52,49.02,600.37,1148.05
-1993,CA04313,"San Jose, CA",809528,5317,41,391,3699,1186,12,656.8,5.06,48.3,456.93,146.51
-1993,WASPD00,"Seattle, WA",531274,7437,67,356,4344,2670,12,1399.84,12.61,67.01,817.66,502.57
-1993,MOSPD00,"St. Louis, MO",387053,14998,267,319,8189,6223,12,3874.92,68.98,82.42,2115.73,1607.79
-1993,NY05101,"Suffolk County, NY",1211097,3138,44,65,1332,1697,12,259.1,3.63,5.37,109.98,140.12
-1993,FL02902,"Tampa, FL",288877,9379,43,247,6124,2965,12,3246.71,14.89,85.5,2119.93,1026.39
-1993,AZ01003,"Tucson, AZ",426344,4363,44,314,3111,894,12,1023.35,10.32,73.65,729.69,209.69
-1993,OK07205,"Tulsa, OK",378350,4921,54,339,3385,1143,12,1300.65,14.27,89.6,894.67,302.1
-1993,VA12800,"Virginia Beach, VA",423387,1248,22,181,414,631,12,294.77,5.2,42.75,97.78,149.04
-1993,DCMPD00,"Washington, DC",578000,16888,454,324,9003,7107,12,2921.8,78.55,56.06,1557.61,1229.58
-1993,KS08703,"Wichita, KS",313597,2743,48,265,1103,1327,12,874.69,15.31,84.5,351.73,423.15
-1993,,United States,,1926017,24526,,,,,747.1,9.5,,,
-1994,NM00101,"Albuquerque, NM",416917,6707,45,288,4940,1434,12,1608.71,10.79,69.08,1184.89,343.95
-1994,TX22001,"Arlington, TX",286748,2443,18,144,1627,654,12,851.97,6.28,50.22,567.4,228.07
-1994,GAAPD00,"Atlanta, GA",411204,14684,191,422,8728,5343,12,3570.98,46.45,102.63,2122.55,1299.36
-1994,CO00101,"Aurora, CO",252833,3661,15,147,2876,623,12,1447.99,5.93,58.14,1137.51,246.41
-1994,TX22701,"Austin, TX",511676,3249,37,249,1421,1542,12,634.97,7.23,48.66,277.71,301.36
-1994,MD00301,"Baltimore County, MD",717879,7188,31,281,4711,2165,12,1001.28,4.32,39.14,656.24,301.58
-1994,MDBPD00,"Baltimore, MD",739180,20951,321,637,8718,11275,12,2834.36,43.43,86.18,1179.42,1525.34
-1994,MA01301,"Boston, MA",556724,10664,85,453,5881,4245,12,1915.49,15.27,81.37,1056.36,762.5
-1994,NY01401,"Buffalo, NY",324354,6890,90,280,3251,3269,12,2124.22,27.75,86.33,1002.3,1007.85
-1994,NC06001,"Charlotte, NC",527121,9102,87,350,5952,2713,12,1726.74,16.5,66.4,1129.15,514.68
-1994,ILCPD00,"Chicago, IL",2802494,78291,938,3048,40380,33925,12,2793.62,33.47,108.76,1440.86,1210.53
-1994,OHCIP00,"Cincinnati, OH",366953,4855,38,382,2304,2131,12,1323.06,10.36,104.1,627.87,580.73
-1994,OHCLP00,"Cleveland, OH",506230,7744,132,749,2939,3924,12,1529.74,26.08,147.96,580.57,775.14
-1994,OHCOP00,"Columbus, OH",647860,6761,100,679,2383,3599,12,1043.59,15.44,104.81,367.83,555.52
-1994,TXDPD00,"Dallas, TX",1062677,16886,295,957,8557,7077,12,1589.01,27.76,90.06,805.23,665.96
-1994,CODPD00,"Denver, CO",511085,4706,81,366,2545,1714,12,920.79,15.85,71.61,497.96,335.36
-1994,MI82349,"Detroit, MI",1022283,27471,541,1116,13042,12772,12,2687.22,52.92,109.17,1275.77,1249.36
-1994,TX07102,"El Paso, TX",565183,5369,44,233,4006,1086,12,949.96,7.79,41.23,708.8,192.15
-1994,VA02901,"Fairfax County, VA",844322,912,19,104,361,428,12,108.02,2.25,12.32,42.76,50.69
-1994,TX22012,"Fort Worth, TX",472288,6035,132,413,3111,2379,12,1277.82,27.95,87.45,658.71,503.72
-1994,CA01005,"Fresno, CA",382655,6199,84,192,3113,2810,12,1620,21.95,50.18,813.53,734.34
-1994,HI00200,"Honolulu, HI",880687,2528,35,266,1169,1058,12,287.05,3.97,30.2,132.74,120.13
-1994,TXHPD00,"Houston, TX",1758016,22986,375,931,11699,9981,12,1307.5,21.33,52.96,665.47,567.74
-1994,INIPD00,"Indianapolis, IN",380302,6467,108,483,3422,2454,12,1700.49,28.4,127,899.81,645.28
-1994,FL01602,"Jacksonville, FL",685776,10423,106,648,6242,3427,12,1519.88,15.46,94.49,910.21,499.73
-1994,MOKPD00,"Kansas City, MO",439089,10693,142,490,6334,3727,12,2435.27,32.34,111.59,1442.53,848.8
-1994,NV00201,"Las Vegas, NV",752577,9418,105,574,4934,3805,12,1251.43,13.95,76.27,655.61,505.6
-1994,CA01941,"Long Beach, CA",446383,6324,80,167,2652,3425,12,1416.72,17.92,37.41,594.11,767.28
-1994,CA01900,"Los Angeles County, CA",953814,15078,209,263,10511,4095,12,1580.81,21.91,27.57,1102,429.33
-1994,CA01942,"Los Angeles, CA",3550381,73102,845,1554,39886,30817,12,2058.99,23.8,43.77,1123.43,867.99
-1994,KY05680,"Louisville, KY",,,,,,,,,,,,
-1994,TNMPD00,"Memphis, TN",628375,9855,159,695,4013,4988,12,1568.33,25.3,110.6,638.63,793.79
-1994,AZ00717,"Mesa, AZ",315456,2364,17,120,1820,407,12,749.39,5.39,38.04,576.94,129.02
-1994,FL01300,"Miami-Dade County, FL",1125748,19518,162,730,11605,7021,12,1733.78,14.39,64.85,1030.87,623.67
-1994,FL01306,"Miami, FL",379980,12971,116,221,6793,5841,12,3413.6,30.53,58.16,1787.73,1537.19
-1994,WIMPD00,"Milwaukee, WI",628737,6562,139,429,1977,4017,12,1043.68,22.11,68.23,314.44,638.9
-1994,MN02711,"Minneapolis, MN",370834,7074,62,578,2990,3444,12,1907.59,16.72,155.86,806.29,928.72
-1994,MD01604,"Montgomery County, MD",781306,2146,34,193,1050,869,12,274.67,4.35,24.7,134.39,111.22
-1994,TN01901,"Nashville, TN",521301,9375,73,508,6142,2652,12,1798.39,14,97.45,1178.21,508.73
-1994,NY02900,"Nassau County, NY",1026696,1963,13,77,866,1007,12,191.2,1.27,7.5,84.35,98.08
-1994,LANPD00,"New Orleans, LA",493990,9321,424,436,3639,4822,12,1886.88,85.83,88.26,736.65,976.13
-1994,NY03030,"New York City, NY",7336224,136522,1561,2666,59755,72540,12,1860.93,21.28,36.34,814.52,988.79
-1994,NJNPD00,"Newark, NJ",271025,10409,96,207,4331,5775,12,3840.61,35.42,76.38,1598.01,2130.8
-1994,CA00109,"Oakland, CA",379695,8330,140,323,3990,3877,12,2193.87,36.87,85.07,1050.84,1021.08
-1994,OK05506,"Oklahoma City, OK",461271,6471,65,546,4112,1748,12,1402.86,14.09,118.37,891.45,378.95
-1994,NB02802,"Omaha, NE",344975,3930,33,217,2762,918,12,1139.21,9.57,62.9,800.64,266.11
-1994,FL04804,"Orlando, FL",180288,4109,17,144,2853,1095,12,2279.13,9.43,79.87,1582.47,607.36
-1994,PAPEP00,"Philadelphia, PA",1560576,20638,404,721,6807,12706,12,1322.46,25.89,46.2,436.19,814.19
-1994,AZ00723,"Phoenix, AZ",1076108,11627,231,438,7507,3451,12,1080.47,21.47,40.7,697.61,320.69
-1994,PAPPD00,"Pittsburgh, PA",368594,4105,64,261,1311,2469,12,1113.69,17.36,70.81,355.68,669.84
-1994,OR02602,"Portland, OR",463072,8808,50,400,6014,2344,12,1902.08,10.8,86.38,1298.72,506.18
-1994,MD01721,"Prince George's County, MD",637404,7378,115,380,3385,3498,12,1157.51,18.04,59.62,531.06,548.79
-1994,NC09201,"Raleigh, NC",228090,2170,30,89,1226,825,12,951.38,13.15,39.02,537.51,361.7
-1994,CA03404,"Sacramento, CA",389458,4698,62,174,2170,2292,12,1206.29,15.92,44.68,557.18,588.51
-1994,UT01803,"Salt Lake City, UT",174827,1320,20,158,640,502,12,755.03,11.44,90.38,366.08,287.14
-1994,TXSPD00,"San Antonio, TX",999900,6471,194,565,2931,2781,12,647.16,19.4,56.51,293.13,278.13
-1994,CA03711,"San Diego, CA",1168785,12599,113,403,8238,3845,12,1077.96,9.67,34.48,704.83,328.97
-1994,CA03801,"San Francisco, CA",741568,10837,91,292,3830,6624,12,1461.36,12.27,39.38,516.47,893.24
-1994,CA04313,"San Jose, CA",815235,5915,33,375,4398,1109,12,725.56,4.05,46,539.48,136.03
-1994,WASPD00,"Seattle, WA",540268,6538,69,318,3615,2536,12,1210.14,12.77,58.86,669.11,469.4
-1994,MOSPD00,"St. Louis, MO",390437,14644,248,304,8067,6025,12,3750.67,63.52,77.86,2066.15,1543.14
-1994,NY05101,"Suffolk County, NY",1209231,2523,37,40,1220,1226,5,208.64,3.06,3.31,100.89,101.39
-1994,FL02902,"Tampa, FL",294663,10262,62,298,6524,3378,12,3482.62,21.04,101.13,2214.05,1146.39
-1994,AZ01003,"Tucson, AZ",441402,4882,37,289,3544,1012,12,1106.02,8.38,65.47,802.9,229.27
-1994,OK07205,"Tulsa, OK",381640,4639,42,296,3230,1071,12,1215.54,11.01,77.56,846.35,280.63
-1994,VA12800,"Virginia Beach, VA",427471,1158,33,145,371,609,12,270.9,7.72,33.92,86.79,142.47
-1994,DCMPD00,"Washington, DC",570000,15177,399,249,8218,6311,12,2662.63,70,43.68,1441.75,1107.19
-1994,KS08703,"Wichita, KS",316629,2350,42,224,1024,1060,12,742.19,13.26,70.75,323.41,334.78
-1994,,United States,,1857670,23326,,,,,713.6,9,,,
-1995,NM00101,"Albuquerque, NM",419714,4735,53,296,2763,1623,12,1128.15,12.63,70.52,658.31,386.69
-1995,TX22001,"Arlington, TX",292324,2576,9,154,1892,521,12,881.21,3.08,52.68,647.23,178.23
-1995,GAAPD00,"Atlanta, GA",404337,14744,184,441,8859,5260,12,3646.46,45.51,109.07,2190.99,1300.9
-1995,CO00101,"Aurora, CO",256957,1958,18,138,1253,549,12,762,7.01,53.71,487.63,213.65
-1995,TX22701,"Austin, TX",523691,4050,46,308,2360,1336,12,773.36,8.78,58.81,450.65,255.11
-1995,MD00301,"Baltimore County, MD",716904,7663,38,248,4909,2468,12,1068.9,5.3,34.59,684.75,344.26
-1995,MDBPD00,"Baltimore, MD",712209,21492,322,683,9134,11353,12,3017.65,45.21,95.9,1282.49,1594.05
-1995,MA01301,"Boston, MA",550715,9569,96,379,5497,3597,12,1737.56,17.43,68.82,998.16,653.15
-1995,NY01401,"Buffalo, NY",312395,6333,62,261,3174,2836,12,2027.24,19.85,83.55,1016.02,907.83
-1995,NC06001,"Charlotte, NC",544146,9228,89,366,5824,2949,12,1695.87,16.36,67.26,1070.3,541.95
-1995,ILCPD00,"Chicago, IL",2749811,73011,824,2896,39205,30086,12,2655.13,29.97,105.32,1425.73,1094.11
-1995,OHCIP00,"Cincinnati, OH",359749,4640,50,408,2027,2155,12,1289.79,13.9,113.41,563.45,599.03
-1995,OHCLP00,"Cleveland, OH",495074,8150,129,689,3108,4224,12,1646.22,26.06,139.17,627.78,853.21
-1995,OHCOP00,"Columbus, OH",638729,6624,77,636,2582,3329,12,1037.06,12.06,99.57,404.24,521.19
-1995,TXDPD00,"Dallas, TX",1042088,15969,276,852,8942,5899,12,1532.4,26.49,81.76,858.08,566.08
-1995,CODPD00,"Denver, CO",505843,4357,81,320,2543,1413,12,861.33,16.01,63.26,502.73,279.34
-1995,MI82349,"Detroit, MI",997297,24011,475,1104,12356,10076,12,2407.61,47.63,110.7,1238.95,1010.33
-1995,TX07102,"El Paso, TX",590215,4948,37,242,3593,1076,12,838.34,6.27,41,608.76,182.31
-1995,VA02901,"Fairfax County, VA",856544,897,15,87,348,447,12,104.72,1.75,10.16,40.63,52.19
-1995,TX22012,"Fort Worth, TX",460321,5344,108,332,2939,1965,12,1160.93,23.46,72.12,638.47,426.88
-1995,CA01005,"Fresno, CA",388495,5659,71,212,3210,2166,12,1456.65,18.28,54.57,826.27,557.54
-1995,HI00200,"Honolulu, HI",880266,2882,38,217,1256,1371,12,327.4,4.32,24.65,142.68,155.75
-1995,TXHPD00,"Houston, TX",1734335,22260,316,837,11885,9222,12,1283.49,18.22,48.26,685.28,531.73
-1995,INIPD00,"Indianapolis, IN",373973,5707,82,381,3158,2086,10,1526.05,21.93,101.88,844.45,557.79
-1995,FL01602,"Jacksonville, FL",679148,9596,86,625,5965,2920,12,1412.95,12.66,92.03,878.31,429.95
-1995,MOKPD00,"Kansas City, MO",445549,9734,107,470,5811,3346,12,2184.72,24.02,105.49,1304.23,750.98
-1995,NV00201,"Las Vegas, NV",793432,9523,118,571,5122,3712,12,1200.23,14.87,71.97,645.55,467.84
-1995,CA01941,"Long Beach, CA",436034,5649,80,171,2624,2774,12,1295.54,18.35,39.22,601.79,636.19
-1995,CA01900,"Los Angeles County, CA",970545,14140,227,286,9970,3657,12,1456.91,23.39,29.47,1027.26,376.8
-1995,CA01942,"Los Angeles, CA",3466211,70518,849,1590,38945,29134,12,2034.44,24.49,45.87,1123.56,840.51
-1995,KY05680,"Louisville, KY",,,,,,,,,,,,
-1995,TNMPD00,"Memphis, TN",623902,11039,181,785,4294,5779,12,1769.35,29.01,125.82,688.25,926.27
-1995,AZ00717,"Mesa, AZ",324654,2638,17,128,1986,507,12,812.56,5.24,39.43,611.73,156.17
-1995,FL01300,"Miami-Dade County, FL",1098208,18560,160,668,11326,6406,12,1690.03,14.57,60.83,1031.32,583.31
-1995,FL01306,"Miami, FL",378720,12927,110,198,6943,5676,12,3413.34,29.05,52.28,1833.28,1498.73
-1995,WIMPD00,"Milwaukee, WI",622467,6737,138,370,2579,3650,12,1082.31,22.17,59.44,414.32,586.38
-1995,MN02711,"Minneapolis, MN",357709,7076,96,578,2852,3550,12,1978.14,26.84,161.58,797.3,992.43
-1995,MD01604,"Montgomery County, MD",794575,2359,20,215,1109,1015,12,296.89,2.52,27.06,139.57,127.74
-1995,TN01901,"Nashville, TN",523681,9376,105,487,6109,2675,12,1790.4,20.05,93,1166.55,510.81
-1995,NY02900,"Nassau County, NY",1025407,1867,17,70,903,877,12,182.07,1.66,6.83,88.06,85.53
-1995,LANPD00,"New Orleans, LA",487179,10876,363,487,4677,5349,12,2232.44,74.51,99.96,960.02,1097.95
-1995,NY03030,"New York City, NY",7319546,114023,1177,2317,51251,59278,12,1557.79,16.08,31.65,700.19,809.86
-1995,NJNPD00,"Newark, NJ",260232,10371,102,216,4573,5480,12,3985.29,39.2,83,1757.28,2105.81
-1995,CA00109,"Oakland, CA",368771,8323,138,325,3980,3880,0,2256.96,37.42,88.13,1079.26,1052.14
-1995,OK05506,"Oklahoma City, OK",466232,6027,227,473,3724,1603,12,1292.7,48.69,101.45,798.74,343.82
-1995,NB02802,"Omaha, NE",348089,3585,27,80,2670,808,12,1029.91,7.76,22.98,767.05,232.12
-1995,FL04804,"Orlando, FL",179649,3772,19,141,2564,1048,12,2099.65,10.58,78.49,1427.23,583.36
-1995,PAPEP00,"Philadelphia, PA",1529848,21860,432,773,7043,13612,12,1428.9,28.24,50.53,460.37,889.76
-1995,AZ00723,"Phoenix, AZ",1085706,11590,214,411,7272,3693,12,1067.51,19.71,37.86,669.79,340.15
-1995,PAPPD00,"Pittsburgh, PA",354780,3474,58,243,1096,2077,12,979.2,16.35,68.49,308.92,585.43
-1995,OR02602,"Portland, OR",458623,8833,43,426,6066,2298,12,1925.98,9.38,92.89,1322.65,501.07
-1995,MD01721,"Prince George's County, MD",640535,7926,127,361,3626,3812,12,1237.4,19.83,56.36,566.09,595.13
-1995,NC09201,"Raleigh, NC",240891,2039,18,104,1269,648,12,846.44,7.47,43.17,526.79,269
-1995,CA03404,"Sacramento, CA",375845,4280,57,158,1936,2129,12,1138.77,15.17,42.04,515.11,566.46
-1995,UT01803,"Salt Lake City, UT",175765,1375,27,148,636,564,12,782.29,15.36,84.2,361.85,320.88
-1995,TXSPD00,"San Antonio, TX",999900,5178,142,658,2033,2345,12,517.85,14.2,65.81,203.32,234.52
-1995,CA03711,"San Diego, CA",1157771,11077,91,346,7396,3244,12,956.75,7.86,29.89,638.81,280.19
-1995,CA03801,"San Francisco, CA",738371,10903,99,304,4031,6469,12,1476.63,13.41,41.17,545.93,876.12
-1995,CA04313,"San Jose, CA",822845,6649,38,387,5015,1209,12,808.05,4.62,47.03,609.47,146.93
-1995,WASPD00,"Seattle, WA",529526,4904,41,260,2390,2213,12,926.11,7.74,49.1,451.35,417.92
-1995,MOSPD00,"St. Louis, MO",371425,12452,204,273,6839,5136,12,3352.49,54.92,73.5,1841.29,1382.78
-1995,NY05101,"Suffolk County, NY",1212776,2269,30,33,1249,957,5,187.09,2.47,2.72,102.99,78.91
-1995,FL02902,"Tampa, FL",289882,8735,47,277,5785,2626,12,3013.3,16.21,95.56,1995.64,905.89
-1995,AZ01003,"Tucson, AZ",449981,5427,65,292,3878,1192,12,1206.05,14.45,64.89,861.81,264.9
-1995,OK07205,"Tulsa, OK",377152,4359,30,255,3127,947,12,1155.77,7.95,67.61,829.11,251.09
-1995,VA12800,"Virginia Beach, VA",435959,968,16,99,374,479,12,222.04,3.67,22.71,85.79,109.87
-1995,DCMPD00,"Washington, DC",554000,14745,361,292,7228,6864,12,2661.55,65.16,52.71,1304.69,1238.99
-1995,KS08703,"Wichita, KS",311675,2185,41,203,1046,895,12,701.05,13.15,65.13,335.61,287.16
-1995,,United States,,1798792,21606,,,,,684.5,8.2,,,
-1996,NM00101,"Albuquerque, NM",426736,6267,70,375,3824,1998,12,1468.59,16.4,87.88,896.1,468.21
-1996,TX22001,"Arlington, TX",298632,2478,17,156,1687,618,12,829.78,5.69,52.24,564.91,206.94
-1996,GAAPD00,"Atlanta, GA",413123,13699,196,392,8306,4805,12,3315.96,47.44,94.89,2010.54,1163.09
-1996,CO00101,"Aurora, CO",262168,1629,11,193,866,559,12,621.36,4.2,73.62,330.32,213.22
-1996,TX22701,"Austin, TX",537484,3821,40,270,2135,1376,12,710.9,7.44,50.23,397.22,256.01
-1996,MD00301,"Baltimore County, MD",721218,7408,34,274,4673,2427,12,1027.15,4.71,37.99,647.93,336.51
-1996,MDBPD00,"Baltimore, MD",716446,19509,330,641,8145,10393,12,2723.02,46.06,89.47,1136.86,1450.63
-1996,MA01301,"Boston, MA",552519,9154,59,414,5211,3470,12,1656.78,10.68,74.93,943.13,628.03
-1996,NY01401,"Buffalo, NY",313238,4524,56,269,1576,2623,12,1444.27,17.88,85.88,503.13,837.38
-1996,NC06001,"Charlotte, NC",554070,8915,71,306,5944,2594,12,1609,12.81,55.23,1072.79,468.17
-1996,ILCPD00,"Chicago, IL",2754118,67498,789,2752,37097,26860,12,2450.8,28.65,99.92,1346.96,975.27
-1996,OHCIP00,"Cincinnati, OH",360457,3921,32,315,1800,1774,12,1087.79,8.88,87.39,499.37,492.15
-1996,OHCLP00,"Cleveland, OH",496049,7631,103,643,2823,4062,12,1538.36,20.76,129.62,569.1,818.87
-1996,OHCOP00,"Columbus, OH",640297,6216,89,571,2238,3318,12,970.8,13.9,89.18,349.53,518.2
-1996,TXDPD00,"Dallas, TX",1060585,16280,217,740,9201,6122,12,1535,20.46,69.77,867.54,577.23
-1996,CODPD00,"Denver, CO",516224,3832,64,358,2083,1327,12,742.31,12.4,69.35,403.51,257.06
-1996,MI82349,"Detroit, MI",1002299,23239,428,1119,12188,9504,12,2318.57,42.7,111.64,1216,948.22
-1996,TX07102,"El Paso, TX",602951,5138,30,245,3668,1195,12,852.14,4.98,40.63,608.34,198.19
-1996,VA02901,"Fairfax County, VA",863918,943,14,107,335,487,12,109.15,1.62,12.39,38.78,56.37
-1996,TX22012,"Fort Worth, TX",470254,4984,68,319,2905,1692,12,1059.85,14.46,67.84,617.75,359.81
-1996,CA01005,"Fresno, CA",392049,5461,69,216,3089,2087,12,1392.94,17.6,55.1,787.91,532.33
-1996,HI00200,"Honolulu, HI",878044,2748,27,222,1078,1421,12,312.97,3.08,25.28,122.77,161.84
-1996,TXHPD00,"Houston, TX",1772143,22456,261,1002,12917,8276,12,1267.17,14.73,56.54,728.89,467.01
-1996,INIPD00,"Indianapolis, IN",376531,7418,114,424,4280,2600,12,1970.09,30.28,112.61,1136.69,690.51
-1996,FL01602,"Jacksonville, FL",690367,9765,85,681,6207,2792,12,1414.47,12.31,98.64,899.09,404.42
-1996,MOKPD00,"Kansas City, MO",448474,8885,104,412,5488,2881,12,1981.16,23.19,91.87,1223.71,642.4
-1996,NV00201,"Las Vegas, NV",831303,8409,161,475,4123,3650,12,1011.54,19.37,57.14,495.97,439.07
-1996,CA01941,"Long Beach, CA",440023,5069,95,158,2385,2431,12,1151.99,21.59,35.91,542.02,552.47
-1996,CA01900,"Los Angeles County, CA",979425,12772,165,279,9106,3222,12,1304.03,16.85,28.49,929.73,328.97
-1996,CA01942,"Los Angeles, CA",3498139,62840,711,1463,35477,25189,12,1796.38,20.33,41.82,1014.17,720.07
-1996,KY05680,"Louisville, KY",,,,,,,,,,,,
-1996,TNMPD00,"Memphis, TN",631626,12535,161,789,5615,5970,12,1984.56,25.49,124.92,888.98,945.18
-1996,AZ00717,"Mesa, AZ",340818,2459,18,110,1825,506,12,721.5,5.28,32.28,535.48,148.47
-1996,FL01300,"Miami-Dade County, FL",1116511,19025,135,788,11754,6348,0,1703.97,12.09,70.58,1052.74,568.56
-1996,FL01306,"Miami, FL",384976,11990,124,201,6526,5139,12,3114.48,32.21,52.21,1695.17,1334.89
-1996,WIMPD00,"Milwaukee, WI",627139,5974,130,281,2210,3353,12,952.58,20.73,44.81,352.39,534.65
-1996,MN02711,"Minneapolis, MN",361595,6808,83,516,2967,3242,12,1882.77,22.95,142.7,820.53,896.58
-1996,MD01604,"Montgomery County, MD",799302,2165,12,154,1016,983,12,270.86,1.5,19.27,127.11,122.98
-1996,TN01901,"Nashville, TN",530059,10021,89,487,6535,2910,12,1890.54,16.79,91.88,1232.88,549
-1996,NY02900,"Nassau County, NY",1028175,1835,8,71,921,835,12,178.47,0.78,6.91,89.58,81.21
-1996,LANPD00,"New Orleans, LA",488300,11021,351,390,4580,5700,12,2257.01,71.88,79.87,937.95,1167.32
-1996,NY03030,"New York City, NY",7339594,98660,983,2332,45673,49672,12,1344.22,13.39,31.77,622.28,676.77
-1996,NJNPD00,"Newark, NJ",261909,8761,92,179,4271,4219,12,3345.05,35.13,68.34,1630.72,1610.86
-1996,CA00109,"Oakland, CA",372145,8168,93,322,4131,3622,12,2194.84,24.99,86.53,1110.05,973.28
-1996,OK05506,"Oklahoma City, OK",469632,5308,67,477,3286,1478,12,1130.25,14.27,101.57,699.7,314.71
-1996,NB02802,"Omaha, NE",350607,4742,27,207,3726,782,12,1352.51,7.7,59.04,1062.73,223.04
-1996,FL04804,"Orlando, FL",182616,4002,13,165,2744,1080,12,2191.48,7.12,90.35,1502.61,591.4
-1996,PAPEP00,"Philadelphia, PA",1528403,20190,420,644,5938,13188,12,1320.99,27.48,42.14,388.51,862.86
-1996,AZ00723,"Phoenix, AZ",1139793,10529,186,460,6126,3757,12,923.76,16.32,40.36,537.47,329.62
-1996,PAPPD00,"Pittsburgh, PA",354308,2850,47,206,1032,1565,12,804.38,13.27,58.14,291.27,441.71
-1996,OR02602,"Portland, OR",467906,7835,51,402,5325,2057,12,1674.48,10.9,85.91,1138.05,439.62
-1996,MD01721,"Prince George's County, MD",644346,7307,132,296,3413,3466,12,1134.02,20.49,45.94,529.68,537.91
-1996,NC09201,"Raleigh, NC",245176,2109,25,90,1262,732,12,860.2,10.2,36.71,514.73,298.56
-1996,CA03404,"Sacramento, CA",379283,3707,43,154,1636,1874,12,977.37,11.34,40.6,431.34,494.09
-1996,UT01803,"Salt Lake City, UT",180180,1501,20,152,738,591,12,833.06,11.1,84.36,409.59,328.01
-1996,TXSPD00,"San Antonio, TX",1021477,4741,117,637,1637,2350,12,464.13,11.45,62.36,160.26,230.06
-1996,CA03711,"San Diego, CA",1168364,10148,79,368,6703,2998,12,868.56,6.76,31.5,573.71,256.6
-1996,CA03801,"San Francisco, CA",745127,9886,82,298,3967,5539,12,1326.75,11,39.99,532.39,743.36
-1996,CA04313,"San Jose, CA",830374,6075,40,341,4596,1098,12,731.6,4.82,41.07,553.49,132.23
-1996,WASPD00,"Seattle, WA",539591,4543,37,261,2282,1963,12,841.93,6.86,48.37,422.91,363.79
-1996,MOSPD00,"St. Louis, MO",374041,10203,166,269,5682,4086,12,2727.78,44.38,71.92,1519.08,1092.39
-1996,NY05101,"Suffolk County, NY",1218234,2068,39,38,1045,946,12,169.75,3.2,3.12,85.78,77.65
-1996,FL02902,"Tampa, FL",294670,8689,43,264,5711,2671,12,2948.72,14.59,89.59,1938.1,906.44
-1996,AZ01003,"Tucson, AZ",472385,5199,46,282,3583,1288,12,1100.59,9.74,59.7,758.49,272.66
-1996,OK07205,"Tulsa, OK",379798,4428,31,304,3225,868,12,1165.88,8.16,80.04,849.14,228.54
-1996,VA12800,"Virginia Beach, VA",439851,1075,20,127,473,455,12,244.4,4.55,28.87,107.54,103.44
-1996,DCMPD00,"Washington, DC",543000,13411,397,260,6310,6444,12,2469.8,73.11,47.88,1162.06,1186.74
-1996,KS08703,"Wichita, KS",312706,2372,24,227,1298,823,12,758.54,7.67,72.59,415.09,263.19
-1996,,United States,,1688540,19645,,,,,636.6,7.4,,,
-1997,NM00101,"Albuquerque, NM",431027,5677,49,270,3629,1729,12,1317.09,11.37,62.64,841.94,401.13
-1997,TX22001,"Arlington, TX",303487,2420,12,127,1754,527,12,797.4,3.95,41.85,577.95,173.65
-1997,GAAPD00,"Atlanta, GA",420865,12830,150,366,7563,4751,12,3048.48,35.64,86.96,1797.01,1128.87
-1997,CO00101,"Aurora, CO",266967,1658,17,223,917,501,12,621.05,6.37,83.53,343.49,187.66
-1997,TX22701,"Austin, TX",546223,3527,40,283,1920,1284,12,645.71,7.32,51.81,351.5,235.07
-1997,MD00301,"Baltimore County, MD",724348,7298,23,254,4544,2477,12,1007.53,3.18,35.07,627.32,341.96
-1997,MDBPD00,"Baltimore, MD",719587,17416,312,480,7995,8629,12,2420.28,43.36,66.7,1111.05,1199.16
-1997,MA01301,"Boston, MA",555024,7886,43,350,4765,2728,12,1420.84,7.75,63.06,858.52,491.51
-1997,NY01401,"Buffalo, NY",312411,4013,46,230,1542,2195,12,1284.53,14.72,73.62,493.58,702.6
-1997,NC06001,"Charlotte, NC",562005,9165,59,345,6045,2716,12,1630.77,10.5,61.39,1075.61,483.27
-1997,ILCPD00,"Chicago, IL",2765852,65110,757,2545,36519,25289,12,2354.07,27.37,92.02,1320.35,914.33
-1997,OHCIP00,"Cincinnati, OH",360875,,,,,,0,,,,,
-1997,OHCLP00,"Cleveland, OH",496624,7244,77,638,2692,3837,12,1458.65,15.5,128.47,542.06,772.62
-1997,OHCOP00,"Columbus, OH",641338,5987,84,696,2103,3104,12,933.52,13.1,108.52,327.91,483.99
-1997,TXDPD00,"Dallas, TX",1077829,14915,209,744,8336,5626,12,1383.8,19.39,69.03,773.41,521.98
-1997,CODPD00,"Denver, CO",525793,3535,69,356,1857,1253,12,672.32,13.12,67.71,353.18,238.31
-1997,MI82349,"Detroit, MI",1021412,21976,469,968,12331,8208,12,2151.53,45.92,94.77,1207.25,803.59
-1997,TX07102,"El Paso, TX",612754,4849,24,225,3534,1066,12,791.35,3.92,36.72,576.74,173.97
-1997,VA02901,"Fairfax County, VA",871555,909,16,71,375,447,12,104.3,1.84,8.15,43.03,51.29
-1997,TX22012,"Fort Worth, TX",477900,4313,74,265,2572,1402,12,902.49,15.48,55.45,538.19,293.37
-1997,CA01005,"Fresno, CA",396843,4782,60,192,2736,1794,12,1205.01,15.12,48.38,689.44,452.07
-1997,HI00200,"Honolulu, HI",880272,2636,34,257,1131,1214,12,299.45,3.86,29.2,128.48,137.91
-1997,TXHPD00,"Houston, TX",1801370,21157,254,790,11967,8146,12,1174.49,14.1,43.86,664.33,452.21
-1997,INIPD00,"Indianapolis, IN",378014,7852,118,383,4601,2750,12,2077.17,31.22,101.32,1217.15,727.49
-1997,FL01602,"Jacksonville, FL",702545,9437,75,606,6387,2369,12,1343.26,10.68,86.26,909.12,337.2
-1997,MOKPD00,"Kansas City, MO",452070,8569,100,417,5341,2711,12,1895.5,22.12,92.24,1181.45,599.69
-1997,NV00201,"Las Vegas, NV",869696,9052,146,593,4568,3745,10,1040.82,16.79,68.18,525.24,430.61
-1997,CA01941,"Long Beach, CA",445404,4207,56,125,2177,1849,12,944.54,12.57,28.06,488.77,415.13
-1997,CA01900,"Los Angeles County, CA",991403,11427,146,235,8325,2721,12,1152.61,14.73,23.7,839.72,274.46
-1997,CA01942,"Los Angeles, CA",3541309,56538,576,1413,34043,20506,12,1596.53,16.27,39.9,961.31,579.05
-1997,KY05680,"Louisville, KY",,,,,,,,,,,,
-1997,TNMPD00,"Memphis, TN",637492,11836,138,938,5520,5240,12,1856.65,21.65,147.14,865.89,821.97
-1997,AZ00717,"Mesa, AZ",350592,2554,13,126,1965,450,12,728.48,3.71,35.94,560.48,128.35
-1997,FL01300,"Miami-Dade County, FL",1136368,16995,162,843,10717,5273,12,1495.55,14.26,74.18,943.09,464.02
-1997,FL01306,"Miami, FL",391766,11018,98,189,6214,4517,12,2812.39,25.01,48.24,1586.15,1152.98
-1997,WIMPD00,"Milwaukee, WI",628507,6618,122,307,2636,3553,12,1052.97,19.41,48.85,419.41,565.31
-1997,MN02711,"Minneapolis, MN",363932,6733,58,536,2831,3308,12,1850.07,15.94,147.28,777.89,908.96
-1997,MD01604,"Montgomery County, MD",802770,2133,22,173,1097,841,12,265.7,2.74,21.55,136.65,104.76
-1997,TN01901,"Nashville, TN",531908,9291,112,550,6046,2583,12,1746.73,21.06,103.4,1136.66,485.61
-1997,NY02900,"Nassau County, NY",1025460,1614,12,62,788,752,12,157.39,1.17,6.05,76.84,73.33
-1997,LANPD00,"New Orleans, LA",488509,8404,267,385,3780,3972,12,1720.34,54.66,78.81,773.78,813.09
-1997,NY03030,"New York City, NY",7320477,92853,770,2157,45218,44708,12,1268.4,10.52,29.47,617.69,610.73
-1997,NJNPD00,"Newark, NJ",264270,7227,57,170,3558,3442,12,2734.7,21.57,64.33,1346.35,1302.46
-1997,CA00109,"Oakland, CA",376696,8229,99,306,4342,3482,12,2184.52,26.28,81.23,1152.65,924.35
-1997,OK05506,"Oklahoma City, OK",472046,5065,59,409,3200,1397,12,1072.99,12.5,86.64,677.9,295.95
-1997,NB02802,"Omaha, NE",351745,4873,31,176,3848,818,12,1385.38,8.81,50.04,1093.97,232.55
-1997,FL04804,"Orlando, FL",185837,4240,14,174,2790,1262,12,2281.57,7.53,93.63,1501.32,679.09
-1997,PAPEP00,"Philadelphia, PA",1524409,19204,418,650,6198,11938,12,1259.77,27.42,42.64,406.58,783.12
-1997,AZ00723,"Phoenix, AZ",1172538,10376,175,428,6048,3725,12,884.92,14.92,36.5,515.8,317.69
-1997,PAPPD00,"Pittsburgh, PA",353248,2778,50,175,1010,1543,12,786.42,14.15,49.54,285.92,436.8
-1997,OR02602,"Portland, OR",473696,7600,46,356,5250,1948,12,1604.4,9.71,75.15,1108.31,411.23
-1997,MD01721,"Prince George's County, MD",647142,6331,75,300,3143,2813,12,978.3,11.59,46.36,485.67,434.68
-1997,NC09201,"Raleigh, NC",248591,2256,23,102,1404,727,12,907.51,9.25,41.03,564.78,292.45
-1997,CA03404,"Sacramento, CA",383921,3717,41,161,1664,1851,12,968.17,10.68,41.94,433.42,482.13
-1997,UT01803,"Salt Lake City, UT",185553,1467,21,141,685,620,12,790.61,11.32,75.99,369.17,334.14
-1997,TXSPD00,"San Antonio, TX",1038086,4170,95,618,1421,2036,12,401.7,9.15,59.53,136.89,196.13
-1997,CA03711,"San Diego, CA",1182653,9789,67,384,6734,2604,12,827.72,5.67,32.47,569.4,220.18
-1997,CA03801,"San Francisco, CA",754239,8549,59,233,3651,4606,12,1133.46,7.82,30.89,484.06,610.68
-1997,CA04313,"San Jose, CA",840529,6191,43,375,4865,908,12,736.56,5.12,44.61,578.8,108.03
-1997,WASPD00,"Seattle, WA",547209,5002,49,218,2654,2081,12,914.09,8.95,39.84,485.01,380.29
-1997,MOSPD00,"St. Louis, MO",377221,9591,153,225,5641,3572,12,2542.54,40.56,59.65,1495.41,946.93
-1997,NY05101,"Suffolk County, NY",1215017,2080,33,34,1120,893,10,171.19,2.72,2.8,92.18,73.5
-1997,FL02902,"Tampa, FL",299867,7988,35,265,5149,2539,12,2663.85,11.67,88.37,1717.09,846.71
-1997,AZ01003,"Tucson, AZ",485933,5116,50,291,3329,1446,12,1052.82,10.29,59.88,685.07,297.57
-1997,OK07205,"Tulsa, OK",381639,4596,40,278,3361,917,12,1204.28,10.48,72.84,880.68,240.28
-1997,VA12800,"Virginia Beach, VA",443844,1064,19,102,428,515,12,239.72,4.28,22.98,96.43,116.03
-1997,DCMPD00,"Washington, DC",529000,10706,301,218,5688,4499,12,2023.82,56.9,41.21,1075.24,850.47
-1997,KS08703,"Wichita, KS",315690,2631,32,228,1481,890,12,833.41,10.14,72.22,469.13,281.92
-1997,,United States,,1636096,18208,,,,,611,6.8,,,
-1998,NM00101,"Albuquerque, NM",422417,5563,37,219,3614,1693,12,1316.95,8.76,51.84,855.55,400.79
-1998,TX22001,"Arlington, TX",305948,1859,13,138,1202,506,12,607.62,4.25,45.11,392.88,165.39
-1998,GAAPD00,"Atlanta, GA",414262,12624,149,385,7432,4658,12,3047.35,35.97,92.94,1794.03,1124.41
-1998,CO00101,"Aurora, CO",262465,1496,28,189,802,477,12,569.98,10.67,72.01,305.56,181.74
-1998,TX22701,"Austin, TX",559758,3026,32,219,1678,1097,12,540.59,5.72,39.12,299.77,195.98
-1998,MD00301,"Baltimore County, MD",726462,6104,21,223,3984,1876,12,840.24,2.89,30.7,548.41,258.24
-1998,MDBPD00,"Baltimore, MD",662253,16025,313,469,7556,7687,12,2419.77,47.26,70.82,1140.95,1160.73
-1998,MA01301,"Boston, MA",559631,7427,34,356,4703,2334,12,1327.12,6.08,63.61,840.38,417.06
-1998,NY01401,"Buffalo, NY",308648,3485,39,197,1513,1736,12,1129.12,12.64,63.83,490.2,562.45
-1998,NC06001,"Charlotte, NC",593078,8627,65,333,5829,2400,12,1454.61,10.96,56.15,982.84,404.67
-1998,ILCPD00,"Chicago, IL",2750917,62317,703,2387,36110,23117,12,2265.32,25.56,86.77,1312.65,840.34
-1998,OHCIP00,"Cincinnati, OH",344828,,,,,,0,,,,,
-1998,OHCLP00,"Cleveland, OH",495516,6481,81,576,2460,3364,12,1307.93,16.35,116.24,496.45,678.89
-1998,OHCOP00,"Columbus, OH",661227,5401,78,668,2040,2615,12,816.81,11.8,101.02,308.52,395.48
-1998,TXDPD00,"Dallas, TX",1087178,15932,252,724,9078,5878,12,1465.45,23.18,66.59,835.01,540.67
-1998,CODPD00,"Denver, CO",509343,2916,51,320,1481,1064,12,572.5,10.01,62.83,290.77,208.9
-1998,MI82349,"Detroit, MI",999976,24427,430,858,14581,8558,12,2442.76,43,85.8,1458.13,855.82
-1998,TX07102,"El Paso, TX",624510,4374,17,241,3293,823,12,700.39,2.72,38.59,527.29,131.78
-1998,VA02901,"Fairfax County, VA",887432,886,15,120,368,383,12,99.84,1.69,13.52,41.47,43.16
-1998,TX22012,"Fort Worth, TX",497830,4329,64,293,2615,1357,12,869.57,12.86,58.86,525.28,272.58
-1998,CA01005,"Fresno, CA",404297,4254,36,175,2649,1394,12,1052.2,8.9,43.29,655.21,344.8
-1998,HI00200,"Honolulu, HI",874736,2342,17,242,1031,1052,12,267.74,1.94,27.67,117.86,120.26
-1998,TXHPD00,"Houston, TX",1797157,20183,254,654,11564,7711,12,1123.05,14.13,36.39,643.46,429.07
-1998,INIPD00,"Indianapolis, IN",759689,8624,143,586,5002,2893,12,1135.2,18.82,77.14,658.43,380.81
-1998,FL01602,"Jacksonville, FL",703251,8113,74,521,5467,2051,12,1153.64,10.52,74.08,777.39,291.65
-1998,MOKPD00,"Kansas City, MO",447730,8362,130,382,5189,2661,12,1867.64,29.04,85.32,1158.96,594.33
-1998,NV00201,"Las Vegas, NV",908596,7051,116,501,3142,3292,12,776.03,12.77,55.14,345.81,362.32
-1998,CA01941,"Long Beach, CA",430018,3697,38,111,1783,1765,12,859.73,8.84,25.81,414.63,410.45
-1998,CA01900,"Los Angeles County, CA",948423,10270,131,256,7664,2219,12,1082.85,13.81,26.99,808.08,233.97
-1998,CA01942,"Los Angeles, CA",3621680,49201,426,1395,31545,15835,12,1358.51,11.76,38.52,871,437.23
-1998,KY05680,"Louisville, KY",,,,,,,,,,,,
-1998,TNMPD00,"Memphis, TN",604242,9057,115,722,4048,4172,12,1498.9,19.03,119.49,669.93,690.45
-1998,AZ00717,"Mesa, AZ",364588,2413,11,120,1781,501,12,661.84,3.02,32.91,488.5,137.42
-1998,FL01300,"Miami-Dade County, FL",1070656,14675,120,773,9587,4195,12,1370.66,11.21,72.2,895.43,391.82
-1998,FL01306,"Miami, FL",372949,9505,86,140,5482,3797,12,2548.61,23.06,37.54,1469.91,1018.1
-1998,WIMPD00,"Milwaukee, WI",588339,5895,111,286,2528,2970,12,1001.97,18.87,48.61,429.68,504.81
-1998,MN02711,"Minneapolis, MN",362124,5524,58,458,2637,2371,12,1525.44,16.02,126.48,728.2,654.75
-1998,MD01604,"Montgomery County, MD",812755,1838,12,159,955,712,12,226.14,1.48,19.56,117.5,87.6
-1998,TN01901,"Nashville, TN",524124,8550,97,483,5747,2223,12,1631.29,18.51,92.15,1096.5,424.14
-1998,NY02900,"Nassau County, NY",1031258,1556,13,60,805,678,9,150.88,1.26,5.82,78.06,65.74
-1998,LANPD00,"New Orleans, LA",471157,6888,230,299,3394,2965,12,1461.93,48.82,63.46,720.35,629.3
-1998,NY03030,"New York City, NY",7357745,85891,633,2046,43853,39359,12,1167.35,8.6,27.81,596.01,534.93
-1998,NJNPD00,"Newark, NJ",269205,5637,60,162,2569,2846,12,2093.94,22.29,60.18,954.29,1057.19
-1998,CA00109,"Oakland, CA",376375,7008,72,340,3945,2651,12,1861.97,19.13,90.34,1048.16,704.35
-1998,OK05506,"Oklahoma City, OK",463637,4616,56,421,2867,1272,12,995.61,12.08,90.8,618.37,274.35
-1998,NB02802,"Omaha, NE",368258,4841,28,173,3692,948,12,1314.57,7.6,46.98,1002.56,257.43
-1998,FL04804,"Orlando, FL",181527,4088,25,203,2737,1123,12,2252.01,13.77,111.83,1507.76,618.64
-1998,PAPEP00,"Philadelphia, PA",1449419,21226,338,752,8701,11435,12,1464.45,23.32,51.88,600.31,788.94
-1998,AZ00723,"Phoenix, AZ",1225692,10201,185,346,5906,3764,12,832.26,15.09,28.23,481.85,307.09
-1998,PAPPD00,"Pittsburgh, PA",354228,3156,36,194,1348,1578,12,890.95,10.16,54.77,380.55,445.48
-1998,OR02602,"Portland, OR",488813,6707,26,361,4681,1639,12,1372.1,5.32,73.85,957.63,335.3
-1998,MD01721,"Prince George's County, MD",655302,6963,101,262,3878,2722,12,1062.56,15.41,39.98,591.79,415.38
-1998,NC09201,"Raleigh, NC",256084,2116,28,104,1182,802,12,826.29,10.93,40.61,461.57,313.18
-1998,CA03404,"Sacramento, CA",384703,3376,31,141,1515,1689,12,877.56,8.06,36.65,393.81,439.04
-1998,UT01803,"Salt Lake City, UT",178579,1465,16,146,705,598,12,820.37,8.96,81.76,394.78,334.87
-1998,TXSPD00,"San Antonio, TX",1100791,4969,89,734,2366,1780,12,451.4,8.09,66.68,214.94,161.7
-1998,CA03711,"San Diego, CA",1205728,8744,42,371,6210,2121,12,725.21,3.48,30.77,515.04,175.91
-1998,CA03801,"San Francisco, CA",741362,7337,58,244,3108,3927,12,989.66,7.82,32.91,419.23,529.7
-1998,CA04313,"San Jose, CA",860211,5155,29,357,3868,901,12,599.27,3.37,41.5,449.66,104.74
-1998,WASPD00,"Seattle, WA",538105,4475,49,242,2456,1728,12,831.62,9.11,44.97,456.42,321.13
-1998,MOSPD00,"St. Louis, MO",344153,8848,113,168,5067,3500,12,2570.95,32.83,48.82,1472.31,1016.99
-1998,NY05101,"Suffolk County, NY",1218627,2249,30,131,1235,853,4,184.55,2.46,10.75,101.34,70
-1998,FL02902,"Tampa, FL",295027,7543,40,266,4773,2464,12,2556.72,13.56,90.16,1617.82,835.18
-1998,AZ01003,"Tucson, AZ",467677,4834,45,364,2940,1485,12,1033.62,9.62,77.83,628.64,317.53
-1998,OK07205,"Tulsa, OK",386251,4370,38,267,3216,849,12,1131.39,9.84,69.13,832.62,219.81
-1998,VA12800,"Virginia Beach, VA",436205,990,14,84,403,489,12,226.96,3.21,19.26,92.39,112.1
-1998,DCMPD00,"Washington, DC",523000,8988,260,190,4932,3606,12,1718.55,49.71,36.33,943.02,689.48
-1998,KS08703,"Wichita, KS",329179,2190,31,187,1177,795,12,665.29,9.42,56.81,357.56,241.51
-1998,,United States,,1533887,16974,,,,,567.6,6.3,,,
-1999,NM00101,"Albuquerque, NM",420169,5255,48,220,3320,1667,12,1250.69,11.42,52.36,790.16,396.75
-1999,TX22001,"Arlington, TX",310910,1951,11,109,1285,546,12,627.51,3.54,35.06,413.3,175.61
-1999,GAAPD00,"Atlanta, GA",411291,11226,143,321,6690,4072,12,2729.45,34.77,78.05,1626.59,990.05
-1999,CO00101,"Aurora, CO",255938,1454,11,182,806,455,12,568.11,4.3,71.11,314.92,177.78
-1999,TX22701,"Austin, TX",560389,2790,21,193,1574,1002,12,497.87,3.75,34.44,280.88,178.8
-1999,MD00301,"Baltimore County, MD",727051,6067,30,188,4146,1703,12,834.47,4.13,25.86,570.25,234.23
-1999,MDBPD00,"Baltimore, MD",650588,18677,305,374,10536,7462,0,2870.79,46.88,57.49,1619.46,1146.96
-1999,MA01301,"Boston, MA",557812,7263,31,337,4428,2467,12,1302.05,5.56,60.41,793.82,442.26
-1999,NY01401,"Buffalo, NY",301069,3243,32,176,1562,1473,12,1077.16,10.63,58.46,518.82,489.26
-1999,NC06001,"Charlotte, NC",604931,8138,84,262,5275,2517,12,1345.28,13.89,43.31,872,416.08
-1999,ILCPD00,"Chicago, IL",2821032,51347,641,2469,28027,20210,12,1820.15,22.72,87.52,993.5,716.4
-1999,OHCIP00,"Cincinnati, OH",337815,2491,28,249,1005,1209,12,737.39,8.29,73.71,297.5,357.89
-1999,OHCLP00,"Cleveland, OH",497903,6051,78,506,2429,3038,12,1215.3,15.67,101.63,487.85,610.16
-1999,OHCOP00,"Columbus, OH",673401,5755,71,638,2020,3026,12,854.62,10.54,94.74,299.97,449.36
-1999,TXDPD00,"Dallas, TX",1091386,15435,191,663,8224,6357,12,1414.26,17.5,60.75,753.54,582.47
-1999,CODPD00,"Denver, CO",509624,2909,63,249,1559,1038,12,570.81,12.36,48.86,305.91,203.68
-1999,MI82349,"Detroit, MI",975020,21976,415,790,12948,7823,12,2253.9,42.56,81.02,1327.97,802.34
-1999,TX07102,"El Paso, TX",623888,4280,14,185,3366,715,12,686.02,2.24,29.65,539.52,114.6
-1999,VA02901,"Fairfax County, VA",903902,575,15,66,236,258,8,63.61,1.66,7.3,26.11,28.54
-1999,TX22012,"Fort Worth, TX",498883,4246,67,286,2446,1447,12,851.1,13.43,57.33,490.3,290.05
-1999,CA01005,"Fresno, CA",403966,4008,26,160,2554,1268,12,992.16,6.44,39.61,632.23,313.89
-1999,HI00200,"Honolulu, HI",866566,2198,37,235,1019,907,12,253.64,4.27,27.12,117.59,104.67
-1999,TXHPD00,"Houston, TX",1812277,21517,241,748,12178,8350,12,1187.29,13.3,41.27,671.97,460.75
-1999,INIPD00,"Indianapolis, IN",759066,7714,113,424,4579,2598,12,1016.25,14.89,55.86,603.24,342.26
-1999,FL01602,"Jacksonville, FL",702462,7265,83,459,5020,1703,12,1034.22,11.82,65.34,714.63,242.43
-1999,MOKPD00,"Kansas City, MO",443992,7766,117,330,4840,2479,12,1749.13,26.35,74.33,1090.11,558.34
-1999,NV00201,"Las Vegas, NV",922450,6133,109,532,2371,3121,12,664.86,11.82,57.67,257.03,338.34
-1999,CA01941,"Long Beach, CA",437218,3257,46,119,1526,1566,12,744.94,10.52,27.22,349.02,358.17
-1999,CA01900,"Los Angeles County, CA",1002101,9015,117,214,6674,2010,12,899.61,11.68,21.36,666,200.58
-1999,CA01942,"Los Angeles, CA",3650138,46840,425,1288,30716,14411,12,1283.24,11.64,35.29,841.5,394.81
-1999,KY05680,"Louisville, KY",,,,,,,,,,,,
-1999,TNMPD00,"Memphis, TN",609851,8602,118,688,4081,3715,12,1410.51,19.35,112.81,669.18,609.17
-1999,AZ00717,"Mesa, AZ",368537,2132,9,134,1619,370,12,578.5,2.44,36.36,439.3,100.4
-1999,FL01300,"Miami-Dade County, FL",1151382,12628,101,642,8407,3478,12,1096.77,8.77,55.76,730.17,302.07
-1999,FL01306,"Miami, FL",373450,7861,63,113,4609,3076,12,2104.97,16.87,30.26,1234.17,823.67
-1999,WIMPD00,"Milwaukee, WI",580899,6061,124,272,2531,3134,12,1043.38,21.35,46.82,435.7,539.51
-1999,MN02711,"Minneapolis, MN",355949,4943,47,451,2349,2096,12,1388.68,13.2,126.7,659.93,588.85
-1999,MD01604,"Montgomery County, MD",828541,1558,12,122,770,654,12,188.04,1.45,14.72,92.93,78.93
-1999,TN01901,"Nashville, TN",522935,8405,68,460,5917,1960,12,1607.27,13,87.97,1131.5,374.81
-1999,NY02900,"Nassau County, NY",1029565,1530,16,83,616,815,0,148.61,1.55,8.06,59.83,79.16
-1999,LANPD00,"New Orleans, LA",465828,5931,158,280,2760,2733,12,1273.22,33.92,60.11,592.49,586.7
-1999,NY03030,"New York City, NY",7429263,78945,664,1702,40488,36091,12,1062.62,8.94,22.91,544.98,485.8
-1999,NJNPD00,"Newark, NJ",268348,4867,69,103,2263,2432,12,1813.69,25.71,38.38,843.31,906.29
-1999,CA00109,"Oakland, CA",371234,5754,60,305,3199,2190,12,1549.97,16.16,82.16,861.72,589.92
-1999,OK05506,"Oklahoma City, OK",473772,4071,56,398,2553,1064,12,859.27,11.82,84.01,538.87,224.58
-1999,NB02802,"Omaha, NE",372364,4613,34,174,3445,960,12,1238.84,9.13,46.73,925.17,257.81
-1999,FL04804,"Orlando, FL",183547,3922,19,169,2638,1096,12,2136.78,10.35,92.07,1437.23,597.12
-1999,PAPEP00,"Philadelphia, PA",1435382,23031,292,934,10701,11104,12,1604.52,20.34,65.07,745.52,773.59
-1999,AZ00723,"Phoenix, AZ",1225881,10199,214,400,5766,3819,12,831.97,17.46,32.63,470.36,311.53
-1999,PAPPD00,"Pittsburgh, PA",347072,3046,49,138,1278,1581,12,877.63,14.12,39.76,368.22,455.53
-1999,OR02602,"Portland, OR",508984,6294,35,340,4501,1418,12,1236.58,6.88,66.8,884.31,278.59
-1999,MD01721,"Prince George's County, MD",661415,5925,89,234,3459,2143,12,895.81,13.46,35.38,522.97,324
-1999,NC09201,"Raleigh, NC",263008,2031,16,92,1184,739,12,772.22,6.08,34.98,450.18,280.98
-1999,CA03404,"Sacramento, CA",410089,3084,54,143,1437,1450,12,752.03,13.17,34.87,350.41,353.58
-1999,UT01803,"Salt Lake City, UT",177010,1258,16,147,610,485,12,710.69,9.04,83.05,344.61,274
-1999,TXSPD00,"San Antonio, TX",1130173,6340,96,599,3971,1674,12,560.98,8.49,53,351.36,148.12
-1999,CA03711,"San Diego, CA",1238549,7411,57,355,5187,1812,12,598.36,4.6,28.66,418.8,146.3
-1999,CA03801,"San Francisco, CA",756700,6555,64,193,2823,3475,12,866.26,8.46,25.51,373.07,459.23
-1999,CA04313,"San Jose, CA",875840,5088,25,347,3990,726,12,580.93,2.85,39.62,455.56,82.89
-1999,WASPD00,"Seattle, WA",542954,4166,45,188,2291,1642,12,767.28,8.29,34.63,421.95,302.42
-1999,MOSPD00,"St. Louis, MO",340836,7611,130,144,4545,2792,12,2233.04,38.14,42.25,1333.49,819.16
-1999,NY05101,"Suffolk County, NY",1235278,1953,21,120,991,821,0,158.1,1.7,9.71,80.22,66.46
-1999,FL02902,"Tampa, FL",292941,6603,31,233,4018,2321,12,2254.04,10.58,79.54,1371.61,792.31
-1999,AZ01003,"Tucson, AZ",471286,4307,36,245,2745,1281,12,913.88,7.64,51.99,582.45,271.81
-1999,OK07205,"Tulsa, OK",382673,4447,41,235,3284,887,12,1162.09,10.71,61.41,858.17,231.79
-1999,VA12800,"Virginia Beach, VA",437660,1044,12,107,418,507,12,238.54,2.74,24.45,95.51,115.84
-1999,DCMPD00,"Washington, DC",519000,8448,241,248,4615,3344,12,1627.75,46.44,47.78,889.21,644.32
-1999,KS08703,"Wichita, KS",332286,1927,27,169,1031,700,12,579.92,8.13,50.86,310.27,210.66
-1999,,United States,,1426044,15522,,,,,523,5.7,,,
-2000,NM00101,"Albuquerque, NM",448607,5136,33,239,3317,1547,12,1144.88,7.36,53.28,739.4,344.85
-2000,TX22001,"Arlington, TX",332969,2157,14,96,1452,595,12,647.81,4.2,28.83,436.08,178.7
-2000,GAAPD00,"Atlanta, GA",416474,11583,134,278,6849,4322,12,2781.21,32.17,66.75,1644.52,1037.76
-2000,CO00101,"Aurora, CO",276393,1513,22,165,853,473,12,547.41,7.96,59.7,308.62,171.13
-2000,TX22701,"Austin, TX",656562,3098,32,379,1682,1005,12,471.85,4.87,57.72,256.18,153.07
-2000,MD00301,"Baltimore County, MD",754292,6176,33,238,4323,1582,12,818.78,4.37,31.55,573.12,209.73
-2000,MDBPD00,"Baltimore, MD",651154,16003,261,366,8763,6613,12,2457.64,40.08,56.21,1345.76,1015.58
-2000,MA01301,"Boston, MA",589141,7322,39,325,4507,2451,12,1242.83,6.62,55.17,765.01,416.03
-2000,NY01401,"Buffalo, NY",292648,3657,39,176,1887,1555,12,1249.62,13.33,60.14,644.8,531.36
-2000,NC06001,"Charlotte, NC",625810,7516,75,308,4482,2651,12,1201,11.98,49.22,716.19,423.61
-2000,ILCPD00,"Chicago, IL",2896016,48522,631,2001,26545,19345,12,1675.47,21.79,69.09,916.6,667.99
-2000,OHCIP00,"Cincinnati, OH",331285,2783,22,284,1073,1404,12,840.06,6.64,85.73,323.89,423.8
-2000,OHCLP00,"Cleveland, OH",478403,6041,71,615,2271,3084,12,1262.74,14.84,128.55,474.7,644.64
-2000,OHCOP00,"Columbus, OH",711470,5998,67,578,2255,3098,12,843.04,9.42,81.24,316.95,435.44
-2000,TXDPD00,"Dallas, TX",1188580,16042,231,633,8132,7046,12,1349.68,19.43,53.26,684.18,592.81
-2000,CODPD00,"Denver, CO",554636,2885,32,296,1518,1039,12,520.16,5.77,53.37,273.69,187.33
-2000,MI82349,"Detroit, MI",951270,22112,396,811,13037,7868,12,2324.47,41.63,85.25,1370.48,827.1
-2000,TX07102,"El Paso, TX",563662,4396,20,188,3457,731,12,779.9,3.55,33.35,613.31,129.69
-2000,VA02901,"Fairfax County, VA",933641,154,2,30,15,107,12,16.49,0.21,3.21,1.61,11.46
-2000,TX22012,"Fort Worth, TX",534694,3816,61,325,2116,1314,12,713.68,11.41,60.78,395.74,245.75
-2000,CA01005,"Fresno, CA",427652,3843,24,161,2354,1304,12,898.63,5.61,37.65,550.45,304.92
-2000,HI00200,"Honolulu, HI",876303,2302,20,240,1058,984,12,262.69,2.28,27.39,120.73,112.29
-2000,TXHPD00,"Houston, TX",1953631,21491,230,813,12192,8256,12,1100.05,11.77,41.61,624.07,422.6
-2000,INIPD00,"Indianapolis, IN",793778,6843,96,443,3753,2551,12,862.08,12.09,55.81,472.8,321.37
-2000,FL01602,"Jacksonville, FL",735617,8207,79,443,5663,2022,12,1115.66,10.74,60.22,769.83,274.87
-2000,MOKPD00,"Kansas City, MO",441545,7181,113,310,4493,2265,12,1626.33,25.59,70.21,1017.56,512.97
-2000,NV00201,"Las Vegas, NV",1060541,6349,90,443,2450,3366,12,598.66,8.49,41.77,231.01,317.39
-2000,CA01941,"Long Beach, CA",461522,3216,49,114,1534,1519,12,696.82,10.62,24.7,332.38,329.13
-2000,CA01900,"Los Angeles County, CA",986997,9401,111,248,7105,1937,12,952.49,11.25,25.13,719.86,196.25
-2000,CA01942,"Los Angeles, CA",3694820,50241,550,1459,32705,15527,12,1359.77,14.89,39.49,885.16,420.24
-2000,KY05680,"Louisville, KY",,,,,,,,,,,,
-2000,TNMPD00,"Memphis, TN",650100,9616,147,574,4808,4087,12,1479.16,22.61,88.29,739.58,628.67
-2000,AZ00717,"Mesa, AZ",396375,2393,15,120,1825,433,12,603.72,3.78,30.27,460.42,109.24
-2000,FL01300,"Miami-Dade County, FL",1204294,12604,101,726,8261,3516,12,1046.59,8.39,60.28,685.96,291.96
-2000,FL01306,"Miami, FL",362470,7877,66,118,4616,3077,12,2173.15,18.21,32.55,1273.48,848.9
-2000,WIMPD00,"Milwaukee, WI",596974,5711,122,303,2265,3021,12,956.66,20.44,50.76,379.41,506.05
-2000,MN02711,"Minneapolis, MN",382618,4404,50,422,1984,1948,12,1151.02,13.07,110.29,518.53,509.12
-2000,MD01604,"Montgomery County, MD",856042,1692,11,168,805,708,12,197.65,1.28,19.63,94.04,82.71
-2000,TN01901,"Nashville, TN",553168,8978,72,406,6250,2250,12,1623.02,13.02,73.4,1129.86,406.75
-2000,NY02900,"Nassau County, NY",1042131,1462,19,85,653,705,0,140.29,1.82,8.16,62.66,67.65
-2000,LANPD00,"New Orleans, LA",484674,5155,204,227,2303,2421,12,1063.6,42.09,46.84,475.16,499.51
-2000,NY03030,"New York City, NY",8008278,75692,673,1630,40831,32558,12,945.17,8.4,20.35,509.86,406.55
-2000,NJNPD00,"Newark, NJ",273546,4092,58,95,2016,1923,12,1495.91,21.2,34.73,736.99,702.99
-2000,CA00109,"Oakland, CA",399484,5038,80,320,2709,1929,12,1261.13,20.03,80.1,678.12,482.87
-2000,OK05506,"Oklahoma City, OK",506132,3951,38,388,2535,990,12,780.63,7.51,76.66,500.86,195.6
-2000,NB02802,"Omaha, NE",390007,3164,37,189,2063,875,12,811.27,9.49,48.46,528.96,224.35
-2000,FL04804,"Orlando, FL",185951,3926,21,141,2720,1044,12,2111.31,11.29,75.83,1462.75,561.44
-2000,PAPEP00,"Philadelphia, PA",1517550,22812,319,1021,11047,10425,12,1503.21,21.02,67.28,727.95,686.96
-2000,AZ00723,"Phoenix, AZ",1321045,9754,152,422,5417,3763,12,738.35,11.51,31.94,410.05,284.85
-2000,PAPPD00,"Pittsburgh, PA",341247,3267,37,128,1517,1585,12,957.37,10.84,37.51,444.55,464.47
-2000,OR02602,"Portland, OR",529121,5698,19,369,3864,1446,12,1076.88,3.59,69.74,730.27,273.28
-2000,MD01721,"Prince George's County, MD",680508,6503,67,198,3698,2540,12,955.61,9.85,29.1,543.42,373.25
-2000,NC09201,"Raleigh, NC",276093,2049,26,89,1165,769,12,742.14,9.42,32.24,421.96,278.53
-2000,CA03404,"Sacramento, CA",407018,3117,39,147,1519,1412,12,765.81,9.58,36.12,373.2,346.91
-2000,UT01803,"Salt Lake City, UT",181743,1301,10,137,578,576,12,715.85,5.5,75.38,318.03,316.93
-2000,TXSPD00,"San Antonio, TX",1144646,7908,85,456,5668,1699,12,690.87,7.43,39.84,495.17,148.43
-2000,CA03711,"San Diego, CA",1223400,7160,54,349,4980,1777,12,585.25,4.41,28.53,407.06,145.25
-2000,CA03801,"San Francisco, CA",776733,6499,59,229,2755,3456,12,836.71,7.6,29.48,354.69,444.94
-2000,CA04313,"San Jose, CA",894943,4928,19,337,3895,677,12,550.65,2.12,37.66,435.22,75.65
-2000,WASPD00,"Seattle, WA",563374,4333,36,181,2463,1653,12,769.12,6.39,32.13,437.19,293.41
-2000,MOSPD00,"St. Louis, MO",348189,7936,124,112,4476,3224,12,2279.22,35.61,32.17,1285.51,925.93
-2000,NY05101,"Suffolk County, NY",1270508,2393,25,100,1369,899,0,188.35,1.97,7.87,107.75,70.76
-2000,FL02902,"Tampa, FL",303447,6381,38,235,3925,2183,12,2102.84,12.52,77.44,1293.47,719.4
-2000,AZ01003,"Tucson, AZ",486699,4542,60,355,2683,1444,12,933.23,12.33,72.94,551.26,296.69
-2000,OK07205,"Tulsa, OK",393049,4411,33,242,3399,737,12,1122.25,8.4,61.57,864.78,187.51
-2000,VA12800,"Virginia Beach, VA",425257,943,11,101,380,451,12,221.75,2.59,23.75,89.36,106.05
-2000,DCMPD00,"Washington, DC",572059,8622,239,251,4579,3553,12,1507.19,41.78,43.88,800.44,621.09
-2000,KS08703,"Wichita, KS",344284,2081,31,176,1279,595,12,604.44,9,51.12,371.5,172.82
-2000,,United States,,1425486,15586,,,,,506.5,5.5,,,
-2001,NM00101,"Albuquerque, NM",451098,5259,34,219,3396,1610,12,1165.82,7.54,48.55,752.83,356.91
-2001,TX22001,"Arlington, TX",340525,2129,15,145,1282,687,12,625.21,4.4,42.58,376.48,201.75
-2001,GAAPD00,"Atlanta, GA",426511,10807,143,367,5956,4341,12,2533.82,33.53,86.05,1396.45,1017.79
-2001,CO00101,"Aurora, CO",283876,1611,17,195,927,472,12,567.5,5.99,68.69,326.55,166.27
-2001,TX22701,"Austin, TX",671462,3181,26,274,1698,1183,12,473.74,3.87,40.81,252.88,176.18
-2001,MD00301,"Baltimore County, MD",765496,6542,31,233,4555,1723,12,854.61,4.05,30.44,595.04,225.08
-2001,MDBPD00,"Baltimore, MD",660826,14799,256,296,8500,5747,12,2239.47,38.74,44.79,1286.27,869.67
-2001,MA01301,"Boston, MA",591944,7361,65,361,4412,2523,12,1243.53,10.98,60.99,745.34,426.22
-2001,NY01401,"Buffalo, NY",293187,3709,64,229,1816,1600,12,1265.06,21.83,78.11,619.4,545.73
-2001,NC06001,"Charlotte, NC",636459,7775,66,293,4420,2996,12,1221.6,10.37,46.04,694.47,470.73
-2001,ILCPD00,"Chicago, IL",2910709,46608,666,1976,25533,18433,12,1601.26,22.88,67.89,877.21,633.28
-2001,OHCIP00,"Cincinnati, OH",331880,4007,56,323,1533,2095,12,1207.36,16.87,97.32,461.91,631.25
-2001,OHCLP00,"Cleveland, OH",479263,6424,77,624,2425,3298,12,1340.39,16.07,130.2,505.99,688.14
-2001,OHCOP00,"Columbus, OH",712748,6396,81,602,2349,3364,12,897.37,11.36,84.46,329.57,471.98
-2001,TXDPD00,"Dallas, TX",1215553,17776,240,660,8546,8330,12,1462.38,19.74,54.3,703.05,685.28
-2001,CODPD00,"Denver, CO",569653,3074,45,317,1462,1250,12,539.63,7.9,55.65,256.65,219.43
-2001,MI82349,"Detroit, MI",956283,20947,395,652,12804,7096,12,2190.46,41.31,68.18,1338.93,742.04
-2001,TX07102,"El Paso, TX",576453,4386,20,203,3388,775,12,760.86,3.47,35.22,587.73,134.44
-2001,VA02901,"Fairfax County, VA",948050,249,2,32,42,173,12,26.26,0.21,3.38,4.43,18.25
-2001,TX22012,"Fort Worth, TX",546828,3864,67,332,2076,1389,12,706.62,12.25,60.71,379.64,254.01
-2001,CA01005,"Fresno, CA",435600,4096,40,202,2492,1362,12,940.31,9.18,46.37,572.08,312.67
-2001,HI00200,"Honolulu, HI",885605,2453,20,293,1141,999,12,276.99,2.26,33.08,128.84,112.8
-2001,TXHPD00,"Houston, TX",1997965,23419,267,945,12286,9921,12,1172.14,13.36,47.3,614.93,496.56
-2001,INIPD00,"Indianapolis, IN",798251,7428,112,442,4087,2787,12,930.53,14.03,55.37,511.99,349.14
-2001,FL01602,"Jacksonville, FL",754679,7388,75,287,4831,2195,12,978.96,9.94,38.03,640.14,290.85
-2001,MOKPD00,"Kansas City, MO",444267,7081,103,319,4292,2367,12,1593.86,23.18,71.8,966.09,532.79
-2001,NV00201,"Las Vegas, NV",1117763,7549,133,447,3302,3667,12,675.37,11.9,39.99,295.41,328.07
-2001,CA01941,"Long Beach, CA",470099,3413,49,125,1822,1417,12,726.02,10.42,26.59,387.58,301.43
-2001,CA01900,"Los Angeles County, CA",1005891,7997,108,229,5750,1910,12,795.02,10.74,22.77,571.63,189.88
-2001,CA01942,"Los Angeles, CA",3763486,52243,588,1409,33080,17166,12,1388.15,15.62,37.44,878.97,456.12
-2001,KY05680,"Louisville, KY",,,,,,,,,,,,
-2001,TNMPD00,"Memphis, TN",655898,10906,159,489,5915,4343,12,1662.76,24.24,74.55,901.82,662.15
-2001,AZ00717,"Mesa, AZ",410026,2516,17,106,1941,452,12,613.62,4.15,25.85,473.38,110.24
-2001,FL01300,"Miami-Dade County, FL",1235499,12309,89,508,8452,3260,12,996.28,7.2,41.12,684.1,263.86
-2001,FL01306,"Miami, FL",371863,7210,66,118,4307,2719,12,1938.89,17.75,31.73,1158.22,731.18
-2001,WIMPD00,"Milwaukee, WI",601229,5463,127,295,2128,2913,12,908.64,21.12,49.07,353.94,484.51
-2001,MN02711,"Minneapolis, MN",386726,4101,43,399,1716,1943,12,1060.44,11.12,103.17,443.73,502.42
-2001,MD01604,"Montgomery County, MD",868758,1812,18,136,840,818,12,208.57,2.07,15.65,96.69,94.16
-2001,TN01901,"Nashville, TN",555059,9059,61,413,6081,2504,12,1632.08,10.99,74.41,1095.56,451.12
-2001,NY02900,"Nassau County, NY",1041508,1755,13,93,896,753,0,168.51,1.25,8.93,86.03,72.3
-2001,LANPD00,"New Orleans, LA",484289,5877,213,209,2677,2778,12,1213.53,43.98,43.16,552.77,573.62
-2001,NY03030,"New York City, NY",8023018,68173,629,1530,37812,28202,12,849.72,7.84,19.07,471.29,351.51
-2001,NJNPD00,"Newark, NJ",275823,3837,90,91,1819,1837,12,1391.11,32.63,32.99,659.48,666.01
-2001,CA00109,"Oakland, CA",406908,5330,84,295,2826,2125,12,1309.88,20.64,72.5,694.51,522.23
-2001,OK05506,"Oklahoma City, OK",507517,4183,45,405,2643,1090,12,824.21,8.87,79.8,520.77,214.77
-2001,NB02802,"Omaha, NE",390456,2708,25,157,1658,868,12,693.55,6.4,40.21,424.63,222.3
-2001,FL04804,"Orlando, FL",190769,3685,15,135,2449,1086,12,1931.66,7.86,70.77,1283.75,569.27
-2001,PAPEP00,"Philadelphia, PA",1518302,21404,309,1014,10477,9604,12,1409.73,20.35,66.79,690.05,632.55
-2001,AZ00723,"Phoenix, AZ",1366542,10532,209,400,5294,4629,12,770.7,15.29,29.27,387.4,338.74
-2001,PAPPD00,"Pittsburgh, PA",341414,2964,55,134,1391,1384,12,868.15,16.11,39.25,407.42,405.37
-2001,OR02602,"Portland, OR",537081,4556,21,305,2963,1267,12,848.29,3.91,56.79,551.69,235.9
-2001,MD01721,"Prince George's County, MD",690617,7202,106,213,3497,3386,12,1042.84,15.35,30.84,506.36,490.29
-2001,NC09201,"Raleigh, NC",280791,2187,10,91,1282,804,12,778.87,3.56,32.41,456.57,286.33
-2001,CA03404,"Sacramento, CA",414582,3309,40,169,1660,1440,12,798.15,9.65,40.76,400.4,347.34
-2001,UT01803,"Salt Lake City, UT",184723,1166,18,121,546,481,12,631.22,9.74,65.5,295.58,260.39
-2001,TXSPD00,"San Antonio, TX",1170622,9546,100,492,6808,2146,12,815.46,8.54,42.03,581.57,183.32
-2001,CA03711,"San Diego, CA",1246136,7405,50,342,5284,1729,12,594.24,4.01,27.44,424.03,138.75
-2001,CA03801,"San Francisco, CA",791168,6784,62,226,2688,3808,12,857.47,7.84,28.57,339.75,481.31
-2001,CA04313,"San Jose, CA",913513,5564,22,329,4501,712,12,609.08,2.41,36.01,492.71,77.94
-2001,WASPD00,"Seattle, WA",572345,4150,25,164,2367,1594,12,725.09,4.37,28.65,413.56,278.5
-2001,MOSPD00,"St. Louis, MO",350336,7664,148,120,4256,3140,12,2187.61,42.25,34.25,1214.83,896.28
-2001,NY05101,"Suffolk County, NY",1272846,2741,28,140,1613,960,0,215.34,2.2,11,126.72,75.42
-2001,FL02902,"Tampa, FL",311310,6616,34,212,4011,2359,12,2125.21,10.92,68.1,1288.43,757.77
-2001,AZ01003,"Tucson, AZ",503461,4823,42,321,2762,1698,12,957.97,8.34,63.76,548.6,337.27
-2001,OK07205,"Tulsa, OK",394125,4547,34,256,3481,776,12,1153.69,8.63,64.95,883.22,196.89
-2001,VA12800,"Virginia Beach, VA",431819,838,12,111,349,366,12,194.06,2.78,25.71,80.82,84.76
-2001,DCMPD00,"Washington, DC",571822,9192,231,181,5003,3777,12,1607.49,40.4,31.65,874.92,660.52
-2001,KS08703,"Wichita, KS",345081,2443,17,183,1501,742,12,707.95,4.93,53.03,434.97,215.02
-2001,,United States,,1439480,16037,,,,,504.5,5.6,,,
-2002,NM00101,"Albuquerque, NM",457488,4889,51,293,3250,1295,12,1068.66,11.15,64.05,710.4,283.07
-2002,TX22001,"Arlington, TX",347789,2202,14,152,1242,794,12,633.14,4.03,43.7,357.11,228.3
-2002,GAAPD00,"Atlanta, GA",435494,9969,152,276,5373,4168,12,2289.12,34.9,63.38,1233.77,957.07
-2002,CO00101,"Aurora, CO",289584,1827,16,242,1023,546,12,630.91,5.53,83.57,353.27,188.55
-2002,TX22701,"Austin, TX",685784,3203,25,256,1748,1174,12,467.06,3.65,37.33,254.89,171.19
-2002,MD00301,"Baltimore County, MD",777313,6531,29,234,4568,1700,12,840.2,3.73,30.1,587.67,218.7
-2002,MDBPD00,"Baltimore, MD",671028,13789,253,178,8644,4714,12,2054.91,37.7,26.53,1288.17,702.5
-2002,MA01301,"Boston, MA",596444,6956,60,369,3994,2533,12,1166.25,10.06,61.87,669.64,424.68
-2002,NY01401,"Buffalo, NY",295441,3757,43,185,1902,1627,12,1271.66,14.55,62.62,643.78,550.7
-2002,NC06001,"Charlotte, NC",646864,7583,67,289,4334,2893,12,1172.27,10.36,44.68,670,447.23
-2002,ILCPD00,"Chicago, IL",2938299,45985,648,1963,24842,18532,12,1565.02,22.05,66.81,845.46,630.71
-2002,OHCIP00,"Cincinnati, OH",333273,4250,70,350,1437,2393,12,1275.23,21,105.02,431.18,718.03
-2002,OHCLP00,"Cleveland, OH",481274,6364,80,619,2402,3263,12,1322.32,16.62,128.62,499.09,677.99
-2002,OHCOP00,"Columbus, OH",715739,6499,81,673,2242,3503,12,908.01,11.32,94.03,313.24,489.42
-2002,TXDPD00,"Dallas, TX",1241481,17018,196,656,8125,8041,12,1370.78,15.79,52.84,654.46,647.69
-2002,CODPD00,"Denver, CO",581105,3104,51,321,1541,1191,12,534.15,8.78,55.24,265.18,204.95
-2002,MI82349,"Detroit, MI",961987,19940,402,708,12542,6288,12,2072.79,41.79,73.6,1303.76,653.65
-2002,TX07102,"El Paso, TX",588750,3892,14,221,3082,575,12,661.06,2.38,37.54,523.48,97.66
-2002,VA02901,"Fairfax County, VA",961999,480,8,41,130,301,12,49.9,0.83,4.26,13.51,31.29
-2002,TX22012,"Fort Worth, TX",558493,4243,53,321,2221,1648,12,759.72,9.49,57.48,397.68,295.08
-2002,CA01005,"Fresno, CA",443363,3780,42,158,2101,1479,12,852.57,9.47,35.64,473.88,333.59
-2002,HI00200,"Honolulu, HI",900433,2601,18,304,1207,1072,12,288.86,2,33.76,134.05,119.05
-2002,TXHPD00,"Houston, TX",2040583,24958,256,892,12598,11212,12,1223.08,12.55,43.71,617.37,549.45
-2002,INIPD00,"Indianapolis, IN",804034,7518,112,441,4028,2937,12,935.04,13.93,54.85,500.97,365.28
-2002,FL01602,"Jacksonville, FL",769253,7043,90,277,4660,2016,12,915.56,11.7,36.01,605.78,262.07
-2002,MOKPD00,"Kansas City, MO",447650,6054,83,300,3660,2011,12,1352.4,18.54,67.02,817.6,449.23
-2002,NV00201,"Las Vegas, NV",1153546,8981,137,494,4574,3776,12,778.56,11.88,42.82,396.52,327.34
-2002,CA01941,"Long Beach, CA",478478,3626,67,144,1910,1505,12,757.82,14,30.1,399.18,314.54
-2002,CA01900,"Los Angeles County, CA",1023813,8504,135,270,6181,1918,12,830.62,13.19,26.37,603.72,187.34
-2002,CA01942,"Los Angeles, CA",3830561,51695,654,1415,32429,17197,12,1349.54,17.07,36.94,846.59,448.94
-2002,KY05680,"Louisville, KY",,,,,,,,,,,,
-2002,TNMPD00,"Memphis, TN",662441,10416,149,517,5506,4244,12,1572.37,22.49,78.04,831.17,640.66
-2002,AZ00717,"Mesa, AZ",421547,2887,22,129,2146,590,12,684.86,5.22,30.6,509.08,139.96
-2002,FL01300,"Miami-Dade County, FL",1235648,11901,94,494,8115,3198,12,963.14,7.61,39.98,656.74,258.81
-2002,FL01306,"Miami, FL",379044,7228,65,96,4361,2706,12,1906.9,17.15,25.33,1150.53,713.9
-2002,WIMPD00,"Milwaukee, WI",605600,5782,111,326,2148,3197,12,954.76,18.33,53.83,354.69,527.91
-2002,MN02711,"Minneapolis, MN",390415,4123,47,362,1920,1794,12,1056.06,12.04,92.72,491.78,459.51
-2002,MD01604,"Montgomery County, MD",882167,1942,32,138,895,877,12,220.14,3.63,15.64,101.45,99.41
-2002,TN01901,"Nashville, TN",560596,8684,63,403,6138,2080,12,1549.07,11.24,71.89,1094.91,371.03
-2002,NY02900,"Nassau County, NY",1049510,1783,16,92,926,749,12,169.89,1.52,8.77,88.23,71.37
-2002,LANPD00,"New Orleans, LA",486157,4556,258,162,2142,1994,12,937.15,53.07,33.32,440.6,410.16
-2002,NY03030,"New York City, NY",8084693,63839,587,1689,34334,27229,12,789.63,7.26,20.89,424.68,336.8
-2002,NJNPD00,"Newark, NJ",279269,3193,65,88,1473,1567,12,1143.34,23.28,31.51,527.45,561.11
-2002,CA00109,"Oakland, CA",414161,5661,108,249,2852,2452,12,1366.86,26.08,60.12,688.62,592.04
-2002,OK05506,"Oklahoma City, OK",512448,4214,38,445,2562,1169,12,822.33,7.42,86.84,499.95,228.12
-2002,NB02802,"Omaha, NE",394090,2829,26,173,1632,998,12,717.86,6.6,43.9,414.12,253.24
-2002,FL04804,"Orlando, FL",194454,3619,15,121,2449,1034,12,1861.11,7.71,62.23,1259.42,531.75
-2002,PAPEP00,"Philadelphia, PA",1524226,20057,288,1035,9865,8869,12,1315.88,18.89,67.9,647.21,581.87
-2002,AZ00723,"Phoenix, AZ",1404938,10223,177,410,5561,4075,12,727.65,12.6,29.18,395.82,290.05
-2002,PAPPD00,"Pittsburgh, PA",342529,3794,47,148,1983,1616,12,1107.64,13.72,43.21,578.93,471.78
-2002,OR02602,"Portland, OR",544604,4512,20,354,2844,1294,12,828.49,3.67,65,522.21,237.6
-2002,MD01721,"Prince George's County, MD",701275,7430,128,224,3573,3505,12,1059.5,18.25,31.94,509.5,499.8
-2002,NC09201,"Raleigh, NC",285383,1966,19,106,1144,697,12,688.9,6.66,37.14,400.86,244.23
-2002,CA03404,"Sacramento, CA",421971,3547,47,185,1581,1734,12,840.58,11.14,43.84,374.67,410.93
-2002,UT01803,"Salt Lake City, UT",188504,1238,11,110,639,478,12,656.75,5.84,58.35,338.98,253.58
-2002,TXSPD00,"San Antonio, TX",1195592,9769,100,464,7091,2114,12,817.08,8.36,38.81,593.1,176.82
-2002,CA03711,"San Diego, CA",1268346,7193,47,330,5189,1627,12,567.12,3.71,26.02,409.12,128.28
-2002,CA03801,"San Francisco, CA",805269,6059,68,210,2573,3208,12,752.42,8.44,26.08,319.52,398.38
-2002,CA04313,"San Jose, CA",927821,4134,26,379,2902,827,12,445.56,2.8,40.85,312.78,89.13
-2002,WASPD00,"Seattle, WA",580089,4092,26,152,2338,1576,12,705.41,4.48,26.2,403.04,271.68
-2002,MOSPD00,"St. Louis, MO",353004,7499,111,136,4434,2818,12,2124.34,31.44,38.53,1256.08,798.29
-2002,NY05101,"Suffolk County, NY",1282631,2496,17,143,1429,907,12,194.6,1.33,11.15,111.41,70.71
-2002,FL02902,"Tampa, FL",317322,6289,37,204,3714,2334,12,1981.9,11.66,64.29,1170.42,735.53
-2002,AZ01003,"Tucson, AZ",517607,4709,47,338,2974,1350,12,909.76,9.08,65.3,574.57,260.82
-2002,OK07205,"Tulsa, OK",397953,4323,26,243,3153,901,12,1086.31,6.53,61.06,792.3,226.41
-2002,VA12800,"Virginia Beach, VA",438175,960,3,138,376,443,12,219.09,0.68,31.49,85.81,101.1
-2002,DCMPD00,"Washington, DC",570898,9109,262,262,4854,3731,12,1595.56,45.89,45.89,850.24,653.53
-2002,KS08703,"Wichita, KS",347801,2368,20,208,1344,796,12,680.85,5.75,59.8,386.43,228.87
-2002,,United States,,1423677,16229,,,,,494.4,5.6,,,
-2003,NM00101,"Albuquerque, NM",468764,4439,51,263,3045,1080,12,946.96,10.88,56.1,649.58,230.39
-2003,TX22001,"Arlington, TX",355385,1863,9,167,1089,598,12,524.22,2.53,46.99,306.43,168.27
-2003,GAAPD00,"Atlanta, GA",431043,8490,148,281,4360,3701,12,1969.64,34.34,65.19,1011.5,858.62
-2003,CO00101,"Aurora, CO",288830,1700,18,227,883,572,12,588.58,6.23,78.59,305.72,198.04
-2003,TX22701,"Austin, TX",682319,3153,27,226,1649,1251,12,462.1,3.96,33.12,241.68,183.35
-2003,MD00301,"Baltimore County, MD",777463,6170,31,211,4319,1609,12,793.61,3.99,27.14,555.52,206.96
-2003,MDBPD00,"Baltimore, MD",644554,11183,270,204,6370,4339,12,1735,41.89,31.65,988.28,673.18
-2003,MA01301,"Boston, MA",589795,7173,39,262,4113,2759,12,1216.19,6.61,44.42,697.36,467.79
-2003,NY01401,"Buffalo, NY",288187,3924,65,206,1999,1654,12,1361.62,22.55,71.48,693.65,573.93
-2003,NC06001,"Charlotte, NC",668003,7194,66,306,4134,2688,12,1076.94,9.88,45.81,618.86,402.39
-2003,ILCPD00,"Chicago, IL",2898374,39483,598,1799,19784,17302,12,1362.25,20.63,62.07,682.59,596.96
-2003,OHCIP00,"Cincinnati, OH",324297,3656,72,319,1081,2184,12,1127.36,22.2,98.37,333.34,673.46
-2003,OHCLP00,"Cleveland, OH",468446,6200,73,646,2314,3167,12,1323.53,15.58,137.9,493.97,676.07
-2003,OHCOP00,"Columbus, OH",726151,6215,109,615,2159,3332,12,855.88,15.01,84.69,297.32,458.86
-2003,TXDPD00,"Dallas, TX",1230302,16865,226,601,8075,7963,12,1370.8,18.37,48.85,656.34,647.24
-2003,CODPD00,"Denver, CO",565905,3531,63,304,1743,1421,12,623.96,11.13,53.72,308,251.1
-2003,MI82349,"Detroit, MI",927766,18724,366,814,11727,5817,12,2018.18,39.45,87.74,1264,626.99
-2003,TX07102,"El Paso, TX",586392,3502,21,219,2681,581,12,597.21,3.58,37.35,457.2,99.08
-2003,VA02901,"Fairfax County, VA",972948,648,6,55,235,352,12,66.6,0.62,5.65,24.15,36.18
-2003,TX22012,"Fort Worth, TX",576339,3751,57,243,1989,1462,12,650.83,9.89,42.16,345.11,253.67
-2003,CA01005,"Fresno, CA",449898,3505,37,164,2089,1215,12,779.07,8.22,36.45,464.33,270.06
-2003,HI00200,"Honolulu, HI",905301,2606,15,266,1336,989,12,287.86,1.66,29.38,147.58,109.25
-2003,TXHPD00,"Houston, TX",2041081,23988,278,768,11957,10985,12,1175.26,13.62,37.63,585.82,538.2
-2003,INIPD00,"Indianapolis, IN",800167,7067,105,420,3714,2828,12,883.19,13.12,52.49,464.15,353.43
-2003,FL01602,"Jacksonville, FL",776417,6729,92,213,4080,2344,12,866.67,11.85,27.43,525.49,301.9
-2003,MOKPD00,"Kansas City, MO",445965,6151,82,308,3871,1890,12,1379.26,18.39,69.06,868.01,423.8
-2003,NV00201,"Las Vegas, NV",1189388,9158,141,511,4551,3955,12,769.98,11.85,42.96,382.63,332.52
-2003,CA01941,"Long Beach, CA",477368,3579,49,136,1983,1411,12,749.74,10.26,28.49,415.4,295.58
-2003,CA01900,"Los Angeles County, CA",1036652,7971,144,225,5846,1756,12,768.92,13.89,21.7,563.93,169.39
-2003,CA01942,"Los Angeles, CA",3838838,48824,515,1226,30506,16577,12,1271.84,13.42,31.94,794.67,431.82
-2003,KY05680,"Louisville, KY",623771,3323,50,145,1673,1455,3,532.73,8.02,23.25,268.21,233.26
-2003,TNMPD00,"Memphis, TN",653858,10312,126,449,5438,4299,12,1577.1,19.27,68.67,831.68,657.48
-2003,AZ00717,"Mesa, AZ",436569,2346,14,116,1785,431,12,537.37,3.21,26.57,408.87,98.72
-2003,FL01300,"Miami-Dade County, FL",1262490,11583,95,588,7881,3019,12,917.47,7.52,46.57,624.24,239.13
-2003,FL01306,"Miami, FL",381651,7157,74,107,4048,2928,12,1875.27,19.39,28.04,1060.65,767.19
-2003,WIMPD00,"Milwaukee, WI",594269,5290,110,246,2066,2868,12,890.17,18.51,41.4,347.65,482.61
-2003,MN02711,"Minneapolis, MN",378602,4517,46,384,1895,2192,12,1193.07,12.15,101.43,500.53,578.97
-2003,MD01604,"Montgomery County, MD",900772,2115,21,134,956,1004,12,234.8,2.33,14.88,106.13,111.46
-2003,TN01901,"Nashville, TN",554888,8332,72,335,5728,2197,12,1501.56,12.98,60.37,1032.28,395.94
-2003,NY02900,"Nassau County, NY",1053563,1790,13,86,917,774,12,169.9,1.23,8.16,87.04,73.46
-2003,LANPD00,"New Orleans, LA",475128,4596,274,213,2038,2071,12,967.32,57.67,44.83,428.94,435.88
-2003,NY03030,"New York City, NY",8098066,59448,597,1609,31253,25989,12,734.1,7.37,19.87,385.93,320.93
-2003,NJNPD00,"Newark, NJ",278551,2731,81,85,1261,1304,12,980.43,29.08,30.52,452.7,468.14
-2003,CA00109,"Oakland, CA",407003,5613,109,268,2762,2474,12,1379.11,26.78,65.85,678.62,607.86
-2003,OK05506,"Oklahoma City, OK",521681,4642,49,365,2847,1381,12,889.82,9.39,69.97,545.74,264.72
-2003,NB02802,"Omaha, NE",401692,2627,35,179,1517,896,12,653.98,8.71,44.56,377.65,223.06
-2003,FL04804,"Orlando, FL",197268,3322,21,136,2316,849,12,1684,10.65,68.94,1174.04,430.38
-2003,PAPEP00,"Philadelphia, PA",1495903,20620,348,1004,9651,9617,12,1378.43,23.26,67.12,645.16,642.89
-2003,AZ00723,"Phoenix, AZ",1403228,9722,241,526,5279,3676,12,692.83,17.17,37.48,376.2,261.97
-2003,PAPPD00,"Pittsburgh, PA",335302,3559,67,136,1721,1635,12,1061.43,19.98,40.56,513.27,487.62
-2003,OR02602,"Portland, OR",545271,4436,27,310,2732,1367,12,813.54,4.95,56.85,501.04,250.7
-2003,MD01721,"Prince George's County, MD",714496,6917,116,245,3003,3553,12,968.09,16.24,34.29,420.3,497.27
-2003,NC09201,"Raleigh, NC",310157,2004,14,81,1161,748,12,646.12,4.51,26.12,374.33,241.17
-2003,CA03404,"Sacramento, CA",439811,3420,43,187,1560,1630,12,777.61,9.78,42.52,354.7,370.61
-2003,UT01803,"Salt Lake City, UT",184022,1296,15,80,697,504,12,704.26,8.15,43.47,378.76,273.88
-2003,TXSPD00,"San Antonio, TX",1212789,7252,85,537,4570,2060,12,597.96,7.01,44.28,376.82,169.86
-2003,CA03711,"San Diego, CA",1272746,7366,65,406,5269,1626,12,578.75,5.11,31.9,413.99,127.76
-2003,CA03801,"San Francisco, CA",772065,5725,69,215,2376,3065,12,741.52,8.94,27.85,307.75,396.99
-2003,CA04313,"San Jose, CA",909890,3378,29,279,2255,815,12,371.25,3.19,30.66,247.83,89.57
-2003,WASPD00,"Seattle, WA",576296,3944,32,174,2229,1509,12,684.37,5.55,30.19,386.78,261.84
-2003,MOSPD00,"St. Louis, MO",340256,7424,74,81,4483,2786,12,2181.89,21.75,23.81,1317.54,818.8
-2003,NY05101,"Suffolk County, NY",1304366,2401,31,112,1300,958,12,184.07,2.38,8.59,99.67,73.45
-2003,FL02902,"Tampa, FL",320908,5733,41,222,3701,1769,12,1786.49,12.78,69.18,1153.29,551.25
-2003,AZ01003,"Tucson, AZ",514618,4709,47,330,2854,1478,12,915.05,9.13,64.13,554.59,287.2
-2003,OK07205,"Tulsa, OK",393907,4304,61,272,3080,891,12,1092.64,15.49,69.05,781.91,226.2
-2003,VA12800,"Virginia Beach, VA",439454,932,24,121,378,409,12,212.08,5.46,27.53,86.02,93.07
-2003,DCMPD00,"Washington, DC",563384,8839,248,273,4482,3836,12,1568.91,44.02,48.46,795.55,680.89
-2003,KS08703,"Wichita, KS",356123,2229,18,220,1435,556,12,625.91,5.05,61.78,402.95,156.13
-2003,,United States,,1383676,16528,,,,,475.8,5.7,,,
-2004,NM00101,"Albuquerque, NM",479074,4720,41,235,3206,1238,12,985.23,8.56,49.05,669.21,258.42
-2004,TX22001,"Arlington, TX",360970,1893,14,200,1017,662,12,524.42,3.88,55.41,281.74,183.39
-2004,GAAPD00,"Atlanta, GA",430066,7921,111,267,4427,3116,12,1841.81,25.81,62.08,1029.38,724.54
-2004,CO00101,"Aurora, CO",293655,1739,13,193,979,554,12,592.19,4.43,65.72,333.38,188.66
-2004,TX22701,"Austin, TX",683298,3588,26,303,1853,1406,12,525.1,3.81,44.34,271.18,205.77
-2004,MD00301,"Baltimore County, MD",784118,6147,28,192,4364,1563,12,783.94,3.57,24.49,556.55,199.33
-2004,MDBPD00,"Baltimore, MD",634279,11667,276,182,7159,4050,12,1839.41,43.51,28.69,1128.68,638.52
-2004,MA01301,"Boston, MA",580087,6917,61,269,4159,2428,12,1192.41,10.52,46.37,716.96,418.56
-2004,NY01401,"Buffalo, NY",285567,3804,51,212,2056,1485,12,1332.09,17.86,74.24,719.97,520.02
-2004,NC06001,"Charlotte, NC",661883,7275,59,312,4118,2786,12,1099.14,8.91,47.14,622.16,420.92
-2004,ILCPD00,"Chicago, IL",2882746,36863,448,1757,18746,15912,12,1278.75,15.54,60.95,650.28,551.97
-2004,OHCIP00,"Cincinnati, OH",318005,3668,64,318,877,2409,12,1153.44,20.13,100,275.78,757.54
-2004,OHCLP00,"Cleveland, OH",462260,6007,79,536,2098,3294,12,1299.49,17.09,115.95,453.86,712.59
-2004,OHCOP00,"Columbus, OH",729911,5939,78,598,1905,3358,12,813.66,10.69,81.93,260.99,460.06
-2004,TXDPD00,"Dallas, TX",1228613,16165,248,588,7863,7466,12,1315.71,20.19,47.86,639.99,607.68
-2004,CODPD00,"Denver, CO",563688,4490,87,243,2718,1442,12,796.54,15.43,43.11,482.18,255.82
-2004,MI82349,"Detroit, MI",914353,15913,385,719,9358,5451,12,1740.36,42.11,78.63,1023.46,596.16
-2004,TX07102,"El Paso, TX",593924,3242,11,201,2460,570,12,545.86,1.85,33.84,414.19,95.97
-2004,VA02901,"Fairfax County, VA",973406,594,2,32,206,354,12,61.02,0.21,3.29,21.16,36.37
-2004,TX22012,"Fort Worth, TX",594950,3784,52,288,2029,1415,12,636.02,8.74,48.41,341.04,237.84
-2004,CA01005,"Fresno, CA",456663,3496,53,181,2030,1232,12,765.55,11.61,39.64,444.53,269.78
-2004,HI00200,"Honolulu, HI",906589,2507,26,222,1441,818,12,276.53,2.87,24.49,158.95,90.23
-2004,TXHPD00,"Houston, TX",2043446,23427,272,908,12065,10182,12,1146.45,13.31,44.43,590.42,498.28
-2004,INIPD00,"Indianapolis, IN",800589,7067,109,479,3716,2763,12,882.73,13.61,59.83,464.16,345.12
-2004,FL01602,"Jacksonville, FL",790972,6533,104,209,3997,2223,12,825.95,13.15,26.42,505.33,281.05
-2004,MOKPD00,"Kansas City, MO",446659,6449,89,316,4121,1923,12,1443.83,19.93,70.75,922.63,430.53
-2004,NV00201,"Las Vegas, NV",1239805,9783,131,605,5318,3729,12,789.08,10.57,48.8,428.94,300.77
-2004,CA01941,"Long Beach, CA",480945,3755,48,137,2037,1533,12,780.75,9.98,28.49,423.54,318.75
-2004,CA01900,"Los Angeles County, CA",1049786,7201,170,224,5031,1776,12,685.95,16.19,21.34,479.24,169.18
-2004,CA01942,"Los Angeles, CA",3864018,42786,518,1131,26956,14181,12,1107.29,13.41,29.27,697.62,367
-2004,KY05680,"Louisville, KY",624697,3280,66,216,1522,1476,12,525.05,10.57,34.58,243.64,236.27
-2004,TNMPD00,"Memphis, TN",652526,10093,107,448,5765,3773,12,1546.76,16.4,68.66,883.49,578.21
-2004,AZ00717,"Mesa, AZ",445006,2500,22,124,1933,421,12,561.79,4.94,27.86,434.38,94.61
-2004,FL01300,"Miami-Dade County, FL",1116701,9193,88,464,6360,2281,12,823.23,7.88,41.55,569.53,204.26
-2004,FL01306,"Miami, FL",385186,6461,69,102,3923,2367,12,1677.37,17.91,26.48,1018.47,614.51
-2004,WIMPD00,"Milwaukee, WI",590874,4637,87,176,1823,2551,12,784.77,14.72,29.79,308.53,431.73
-2004,MN02711,"Minneapolis, MN",376255,4726,53,389,2036,2248,12,1256.06,14.09,103.39,541.12,597.47
-2004,MD01604,"Montgomery County, MD",909204,1934,18,140,987,789,12,212.71,1.98,15.4,108.56,86.78
-2004,TN01901,"Nashville, TN",555134,8615,59,395,6036,2125,12,1551.88,10.63,71.15,1087.31,382.79
-2004,NY02900,"Nassau County, NY",1049729,1760,10,77,949,724,12,167.66,0.95,7.34,90.4,68.97
-2004,LANPD00,"New Orleans, LA",471057,4467,264,189,2178,1836,12,948.29,56.04,40.12,462.36,389.76
-2004,NY03030,"New York City, NY",8101321,55688,570,1428,29317,24373,12,687.39,7.04,17.63,361.88,300.85
-2004,NJNPD00,"Newark, NJ",279857,2867,84,73,1365,1345,12,1024.45,30.02,26.08,487.75,480.6
-2004,CA00109,"Oakland, CA",403445,5151,83,262,2616,2190,12,1276.75,20.57,64.94,648.42,542.82
-2004,OK05506,"Oklahoma City, OK",525094,4321,39,374,2735,1173,12,822.9,7.43,71.23,520.86,223.39
-2004,NB02802,"Omaha, NE",406109,2608,20,187,1577,824,12,642.19,4.92,46.05,388.32,202.9
-2004,FL04804,"Orlando, FL",203764,3562,17,174,2409,962,12,1748.1,8.34,85.39,1182.25,472.11
-2004,PAPEP00,"Philadelphia, PA",1484224,20902,330,1001,9814,9757,12,1408.28,22.23,67.44,661.22,657.38
-2004,AZ00723,"Phoenix, AZ",1428973,9465,202,490,5050,3723,12,662.36,14.14,34.29,353.4,260.54
-2004,PAPPD00,"Pittsburgh, PA",334231,3739,46,99,1992,1602,12,1118.69,13.76,29.62,595.99,479.31
-2004,OR02602,"Portland, OR",543838,4034,29,313,2405,1287,12,741.77,5.33,57.55,442.23,236.65
-2004,MD01721,"Prince George's County, MD",719457,7141,134,259,3220,3528,12,992.55,18.63,36,447.56,490.37
-2004,NC09201,"Raleigh, NC",321850,1867,16,99,1091,661,12,580.08,4.97,30.76,338.98,205.38
-2004,CA03404,"Sacramento, CA",450472,4730,50,195,2571,1914,12,1050.01,11.1,43.29,570.73,424.89
-2004,UT01803,"Salt Lake City, UT",182768,1329,14,93,758,464,12,727.15,7.66,50.88,414.73,253.87
-2004,TXSPD00,"San Antonio, TX",1235128,7846,94,677,4948,2127,12,635.24,7.61,54.81,400.61,172.21
-2004,CA03711,"San Diego, CA",1281366,6774,62,373,4689,1650,12,528.65,4.84,29.11,365.94,128.77
-2004,CA03801,"San Francisco, CA",760353,5757,88,152,2476,3041,12,757.15,11.57,19.99,325.64,399.95
-2004,CA04313,"San Jose, CA",908712,3379,24,256,2314,785,12,371.84,2.64,28.17,254.65,86.39
-2004,WASPD00,"Seattle, WA",575816,3798,24,145,2041,1588,12,659.59,4.17,25.18,354.45,275.78
-2004,MOSPD00,"St. Louis, MO",335143,6957,113,171,4041,2632,12,2075.83,33.72,51.02,1205.75,785.34
-2004,NY05101,"Suffolk County, NY",1311623,2268,28,109,1286,845,12,172.92,2.13,8.31,98.05,64.42
-2004,FL02902,"Tampa, FL",324704,5178,30,181,3554,1413,12,1594.68,9.24,55.74,1094.54,435.17
-2004,AZ01003,"Tucson, AZ",522487,4873,55,387,2879,1552,12,932.65,10.53,74.07,551.02,297.04
-2004,OK07205,"Tulsa, OK",389135,4688,48,299,3306,1035,12,1204.72,12.34,76.84,849.58,265.97
-2004,VA12800,"Virginia Beach, VA",443840,1006,15,141,372,478,12,226.66,3.38,31.77,83.81,107.7
-2004,DCMPD00,"Washington, DC",553523,7336,198,218,3863,3057,12,1325.33,35.77,39.38,697.89,552.28
-2004,KS08703,"Wichita, KS",356179,2887,29,241,1990,627,12,810.55,8.14,67.66,558.71,176.04
-2004,,United States,,1360088,16148,,,,,463.2,5.5,,,
-2005,NM00101,"Albuquerque, NM",490631,4670,53,285,3182,1150,12,951.84,10.8,58.09,648.55,234.39
-2005,TX22001,"Arlington, TX",365380,2369,24,178,1399,768,12,648.37,6.57,48.72,382.89,210.19
-2005,GAAPD00,"Atlanta, GA",430666,7213,90,223,4039,2861,12,1674.85,20.9,51.78,937.85,664.32
-2005,CO00101,"Aurora, CO",295888,1835,28,223,940,644,12,620.17,9.46,75.37,317.69,217.65
-2005,TX22701,"Austin, TX",693019,3393,26,312,1873,1182,12,489.6,3.75,45.02,270.27,170.56
-2005,MD00301,"Baltimore County, MD",786768,5609,40,177,3627,1765,12,712.92,5.08,22.5,461,224.34
-2005,MDBPD00,"Baltimore, MD",641097,11248,269,162,6907,3910,12,1754.49,41.96,25.27,1077.37,609.89
-2005,MA01301,"Boston, MA",567589,7479,73,268,4489,2649,12,1317.68,12.86,47.22,790.89,466.71
-2005,NY01401,"Buffalo, NY",283269,3938,56,184,2031,1667,12,1390.2,19.77,64.96,716.99,588.49
-2005,NC06001,"Charlotte, NC",677122,7933,85,323,3876,3649,12,1171.58,12.55,47.7,572.42,538.9
-2005,ILCPD00,"Chicago, IL",2873441,36050,448,1695,17943,15964,12,1254.59,15.59,58.99,624.44,555.57
-2005,OHCIP00,"Cincinnati, OH",314292,3738,79,329,1010,2320,12,1189.34,25.14,104.68,321.36,738.17
-2005,OHCLP00,"Cleveland, OH",458885,6430,110,488,2088,3744,12,1401.22,23.97,106.34,455.02,815.89
-2005,OHCOP00,"Columbus, OH",730329,6203,103,557,1733,3810,12,849.34,14.1,76.27,237.29,521.68
-2005,TXDPD00,"Dallas, TX",1230303,15429,202,562,7783,6882,12,1254.08,16.42,45.68,632.61,559.37
-2005,CODPD00,"Denver, CO",564552,4446,59,316,2642,1429,12,787.53,10.45,55.97,467.98,253.12
-2005,MI82349,"Detroit, MI",900932,21274,373,590,13485,6826,12,2361.33,41.4,65.49,1496.78,757.66
-2005,TX07102,"El Paso, TX",601839,2621,14,301,1858,448,12,435.5,2.33,50.01,308.72,74.44
-2005,VA02901,"Fairfax County, VA",980586,575,14,57,206,298,12,58.64,1.43,5.81,21.01,30.39
-2005,TX22012,"Fort Worth, TX",613261,3920,60,311,2170,1379,12,639.21,9.78,50.71,353.85,224.86
-2005,CA01005,"Fresno, CA",460758,3897,49,149,2424,1275,12,845.78,10.63,32.34,526.09,276.72
-2005,HI00200,"Honolulu, HI",908521,2570,15,234,1480,841,12,282.88,1.65,25.76,162.9,92.57
-2005,TXHPD00,"Houston, TX",2045732,23987,334,872,11653,11128,12,1172.54,16.33,42.63,569.62,543.96
-2005,INIPD00,"Indianapolis, IN",800304,7948,108,527,4039,3274,12,993.12,13.49,65.85,504.68,409.09
-2005,FL01602,"Jacksonville, FL",795259,6600,91,189,4067,2253,12,829.92,11.44,23.77,511.41,283.3
-2005,MOKPD00,"Kansas City, MO",447915,6536,126,295,4115,2000,12,1459.21,28.13,65.86,918.7,446.51
-2005,NV00201,"Las Vegas, NV",1281698,9530,145,616,5275,3494,12,743.54,11.31,48.06,411.56,272.61
-2005,CA01941,"Long Beach, CA",479729,3399,42,104,1850,1403,12,708.53,8.75,21.68,385.63,292.46
-2005,CA01900,"Los Angeles County, CA",1058840,7459,168,233,5148,1910,12,704.45,15.87,22.01,486.19,180.39
-2005,CA01942,"Los Angeles, CA",3871077,31767,489,1105,16376,13797,12,820.62,12.63,28.55,423.03,356.41
-2005,KY05680,"Louisville, KY",623735,3896,55,209,1810,1822,12,624.62,8.82,33.51,290.19,292.11
-2005,TNMPD00,"Memphis, TN",678988,12637,138,401,7632,4466,12,1861.15,20.32,59.06,1124.03,657.74
-2005,AZ00717,"Mesa, AZ",452340,2280,29,194,1597,460,12,504.05,6.41,42.89,353.05,101.69
-2005,FL01300,"Miami-Dade County, FL",1136560,9263,70,432,6420,2341,12,815,6.16,38.01,564.86,205.97
-2005,FL01306,"Miami, FL",388295,6134,54,62,3999,2019,12,1579.73,13.91,15.97,1029.89,519.97
-2005,WIMPD00,"Milwaukee, WI",586500,6027,121,158,2811,2937,12,1027.62,20.63,26.94,479.28,500.77
-2005,MN02711,"Minneapolis, MN",376277,5472,47,402,2439,2584,12,1454.25,12.49,106.84,648.19,686.73
-2005,MD01604,"Montgomery County, MD",910985,2079,19,150,875,1035,12,228.21,2.09,16.47,96.05,113.61
-2005,TN01901,"Nashville, TN",557034,8982,95,344,6103,2440,12,1612.47,17.05,61.76,1095.62,438.03
-2005,NY02900,"Nassau County, NY",1048386,1793,16,76,868,833,12,171.02,1.53,7.25,82.79,79.46
-2005,LANPD00,"New Orleans, LA",463072,2090,138,89,1107,756,6,451.33,29.8,19.22,239.06,163.26
-2005,NY03030,"New York City, NY",8115690,54623,539,1412,27950,24722,12,673.05,6.64,17.4,344.39,304.62
-2005,NJNPD00,"Newark, NJ",281063,2821,97,83,1391,1250,12,1003.69,34.51,29.53,494.91,444.74
-2005,CA00109,"Oakland, CA",400619,5692,93,306,2621,2672,12,1420.8,23.21,76.38,654.24,666.97
-2005,OK05506,"Oklahoma City, OK",531688,4538,54,358,2933,1193,12,853.51,10.16,67.33,551.64,224.38
-2005,NB02802,"Omaha, NE",412128,2327,31,199,1415,682,12,564.63,7.52,48.29,343.34,165.48
-2005,FL04804,"Orlando, FL",210290,3801,22,165,2410,1204,12,1807.5,10.46,78.46,1146.04,572.54
-2005,PAPEP00,"Philadelphia, PA",1472915,21609,377,1024,10139,10069,12,1467.09,25.6,69.52,688.36,683.61
-2005,AZ00723,"Phoenix, AZ",1466296,10691,220,533,5701,4237,12,729.12,15,36.35,388.8,288.96
-2005,PAPPD00,"Pittsburgh, PA",330780,3385,63,117,1588,1617,12,1023.34,19.05,35.37,480.08,488.84
-2005,OR02602,"Portland, OR",540389,3858,20,325,2376,1137,12,713.93,3.7,60.14,439.68,210.4
-2005,MD01721,"Prince George's County, MD",722018,8232,150,266,3369,4447,12,1140.14,20.78,36.84,466.61,615.91
-2005,NC09201,"Raleigh, NC",332084,2050,19,88,1181,762,12,617.31,5.72,26.5,355.63,229.46
-2005,CA03404,"Sacramento, CA",457347,5265,52,170,3025,2018,12,1151.2,11.37,37.17,661.42,441.24
-2005,UT01803,"Salt Lake City, UT",184627,1301,9,76,797,419,12,704.66,4.87,41.16,431.68,226.94
-2005,TXSPD00,"San Antonio, TX",1256584,8007,86,593,5174,2154,12,637.2,6.84,47.19,411.75,171.42
-2005,CA03711,"San Diego, CA",1272148,6603,51,376,4314,1862,12,519.04,4.01,29.56,339.11,146.37
-2005,CA03801,"San Francisco, CA",749172,5985,96,172,2639,3078,12,798.88,12.81,22.96,352.26,410.85
-2005,CA04313,"San Jose, CA",910528,3492,26,263,2319,884,12,383.51,2.86,28.88,254.69,97.09
-2005,WASPD00,"Seattle, WA",579215,4109,25,138,2339,1607,12,709.41,4.32,23.83,403.82,277.44
-2005,MOSPD00,"St. Louis, MO",346005,8323,131,276,4951,2965,12,2405.46,37.86,79.77,1430.9,856.92
-2005,NY05101,"Suffolk County, NY",1316259,2446,28,82,1299,1037,12,185.83,2.13,6.23,98.69,78.78
-2005,FL02902,"Tampa, FL",329035,4707,20,210,3317,1160,12,1430.55,6.08,63.82,1008.1,352.55
-2005,AZ01003,"Tucson, AZ",529447,5048,55,378,2930,1685,12,953.45,10.39,71.4,553.41,318.26
-2005,OK07205,"Tulsa, OK",386414,4995,58,303,3538,1096,12,1292.66,15.01,78.41,915.6,283.63
-2005,VA12800,"Virginia Beach, VA",446448,1139,19,100,399,621,12,255.12,4.26,22.4,89.37,139.1
-2005,DCMPD00,"Washington, DC",550521,7716,195,165,3854,3502,12,1401.58,35.42,29.97,700.06,636.12
-2005,KS08703,"Wichita, KS",355011,2644,12,186,1950,496,12,744.77,3.38,52.39,549.28,139.71
-2005,,United States,,1390745,16740,,,,,469,5.6,,,
-2006,NM00101,"Albuquerque, NM",500955,4550,34,286,3059,1171,12,908.27,6.79,57.09,610.63,233.75
-2006,TX22001,"Arlington, TX",373086,2728,14,192,1632,890,12,731.2,3.75,51.46,437.43,238.55
-2006,GAAPD00,"Atlanta, GA",485804,7548,110,171,4308,2959,12,1553.71,22.64,35.2,886.78,609.09
-2006,CO00101,"Aurora, CO",302855,1857,18,217,1022,600,12,613.16,5.94,71.65,337.46,198.11
-2006,TX22701,"Austin, TX",709813,3658,20,319,1961,1358,12,515.35,2.82,44.94,276.27,191.32
-2006,MD00301,"Baltimore County, MD",788266,5664,34,141,3405,2084,12,718.54,4.31,17.89,431.96,264.38
-2006,MDBPD00,"Baltimore, MD",637556,10816,276,138,6173,4229,12,1696.48,43.29,21.65,968.23,663.31
-2006,MA01301,"Boston, MA",562393,7533,75,275,4485,2698,12,1339.45,13.34,48.9,797.49,479.74
-2006,NY01401,"Buffalo, NY",280494,3957,74,174,2001,1708,12,1410.73,26.38,62.03,713.38,608.93
-2006,NC06001,"Charlotte, NC",699398,7532,83,346,3896,3207,12,1076.93,11.87,49.47,557.05,458.54
-2006,ILCPD00,"Chicago, IL",2857796,35363,468,1587,17445,15863,12,1237.42,16.38,55.53,610.44,555.08
-2006,OHCIP00,"Cincinnati, OH",309104,3777,90,296,1050,2341,12,1221.92,29.12,95.76,339.69,757.35
-2006,OHCLP00,"Cleveland, OH",452759,7030,77,455,2201,4297,12,1552.7,17.01,100.49,486.13,949.07
-2006,OHCOP00,"Columbus, OH",731547,5952,85,598,1615,3654,12,813.62,11.62,81.74,220.77,499.49
-2006,TXDPD00,"Dallas, TX",1248223,15058,187,665,7292,6914,12,1206.35,14.98,53.28,584.19,553.91
-2006,CODPD00,"Denver, CO",568465,4324,51,342,2651,1280,12,760.64,8.97,60.16,466.34,225.17
-2006,MI82349,"Detroit, MI",884462,21391,421,592,13143,7235,12,2418.53,47.6,66.93,1485.99,818.01
-2006,TX07102,"El Paso, TX",615553,2422,13,300,1606,503,12,393.47,2.11,48.74,260.9,81.72
-2006,VA02901,"Fairfax County, VA",979381,764,14,54,278,418,12,78.01,1.43,5.51,28.39,42.68
-2006,TX22012,"Fort Worth, TX",641752,4219,50,251,2499,1419,12,657.42,7.79,39.11,389.4,221.11
-2006,CA01005,"Fresno, CA",465269,3524,52,133,2057,1282,12,757.41,11.18,28.59,442.11,275.54
-2006,HI00200,"Honolulu, HI",912693,2745,17,229,1543,956,12,300.76,1.86,25.09,169.06,104.74
-2006,TXHPD00,"Houston, TX",2073729,24250,377,854,11648,11371,12,1169.39,18.18,41.18,561.69,548.34
-2006,INIPD00,"Indianapolis, IN",800969,7689,140,549,3751,3249,12,959.96,17.48,68.54,468.31,405.63
-2006,FL01602,"Jacksonville, FL",795822,6663,110,218,4031,2304,12,837.25,13.82,27.39,506.52,289.51
-2006,MOKPD00,"Kansas City, MO",448218,6471,112,321,3994,2044,12,1443.72,24.99,71.62,891.08,456.03
-2006,NV00201,"Las Vegas, NV",1315625,12931,152,718,6680,5381,12,982.88,11.55,54.57,507.74,409.01
-2006,CA01941,"Long Beach, CA",478283,3420,41,134,1805,1440,12,715.06,8.57,28.02,377.39,301.08
-2006,CA01900,"Los Angeles County, CA",1067567,7290,135,222,4925,2008,12,682.86,12.65,20.79,461.33,188.09
-2006,CA01942,"Los Angeles, CA",3879455,30526,480,1059,14634,14353,12,786.86,12.37,27.3,377.22,369.97
-2006,KY05680,"Louisville, KY",626018,3836,50,175,1873,1738,12,612.76,7.99,27.95,299.19,277.63
-2006,TNMPD00,"Memphis, TN",680828,13557,149,434,7661,5313,12,1991.25,21.89,63.75,1125.25,780.37
-2006,AZ00717,"Mesa, AZ",459705,2084,26,203,1347,508,12,453.33,5.66,44.16,293.01,110.51
-2006,FL01300,"Miami-Dade County, FL",1145259,9047,98,413,6180,2356,12,789.95,8.56,36.06,539.62,205.72
-2006,FL01306,"Miami, FL",392934,5931,77,101,3642,2111,12,1509.41,19.6,25.7,926.87,537.24
-2006,WIMPD00,"Milwaukee, WI",581005,7802,103,220,3873,3606,12,1342.85,17.73,37.87,666.6,620.65
-2006,MN02711,"Minneapolis, MN",375302,6374,57,453,2836,3028,12,1698.37,15.19,120.7,755.66,806.82
-2006,MD01604,"Montgomery County, MD",911532,2155,15,141,833,1166,12,236.42,1.65,15.47,91.38,127.92
-2006,TN01901,"Nashville, TN",560813,8565,80,320,5740,2425,12,1527.25,14.27,57.06,1023.51,432.41
-2006,NY02900,"Nassau County, NY",1044248,1813,14,74,859,866,12,173.62,1.34,7.09,82.26,82.93
-2006,LANPD00,"New Orleans, LA",431153,2255,162,87,1245,761,12,523.02,37.57,20.18,288.76,176.5
-2006,NY03030,"New York City, NY",8165001,52086,596,1071,26908,23511,12,637.92,7.3,13.12,329.55,287.95
-2006,NJNPD00,"Newark, NJ",280877,2839,105,87,1359,1288,12,1010.76,37.38,30.97,483.84,458.56
-2006,CA00109,"Oakland, CA",398834,7599,145,306,3614,3534,12,1905.3,36.36,76.72,906.14,886.08
-2006,OK05506,"Oklahoma City, OK",536016,4301,55,327,2740,1179,12,802.4,10.26,61.01,511.18,219.96
-2006,NB02802,"Omaha, NE",416770,2505,33,187,1437,848,12,601.05,7.92,44.87,344.79,203.47
-2006,FL04804,"Orlando, FL",216819,4300,49,163,2560,1528,12,1983.22,22.6,75.18,1180.71,704.74
-2006,PAPEP00,"Philadelphia, PA",1464576,22884,407,960,10546,10971,12,1562.5,27.79,65.55,720.07,749.09
-2006,AZ00723,"Phoenix, AZ",1517443,11195,235,550,6047,4363,12,737.75,15.49,36.25,398.5,287.52
-2006,PAPPD00,"Pittsburgh, PA",324604,3473,56,102,1593,1722,12,1069.92,17.25,31.42,490.75,530.49
-2006,OR02602,"Portland, OR",542174,3872,20,293,2262,1297,12,714.16,3.69,54.04,417.21,239.22
-2006,MD01721,"Prince George's County, MD",705672,6892,117,255,3179,3341,12,976.66,16.58,36.14,450.49,473.45
-2006,NC09201,"Raleigh, NC",348345,2223,19,97,1325,782,12,638.16,5.45,27.85,380.37,224.49
-2006,CA03404,"Sacramento, CA",460552,5556,57,196,3115,2188,12,1206.38,12.38,42.56,676.36,475.08
-2006,UT01803,"Salt Lake City, UT",183901,1504,8,95,893,508,12,817.83,4.35,51.66,485.59,276.24
-2006,TXSPD00,"San Antonio, TX",1292116,7977,119,514,5023,2321,12,617.36,9.21,39.78,388.74,179.63
-2006,CA03711,"San Diego, CA",1266847,6391,68,348,3811,2164,12,504.48,5.37,27.47,300.83,170.82
-2006,CA03801,"San Francisco, CA",746085,6533,86,154,2435,3858,12,875.64,11.53,20.64,326.37,517.1
-2006,CA04313,"San Jose, CA",920548,3561,29,217,2285,1030,12,386.83,3.15,23.57,248.22,111.89
-2006,WASPD00,"Seattle, WA",583772,4152,30,129,2326,1667,12,711.24,5.14,22.1,398.44,285.56
-2006,MOSPD00,"St. Louis, MO",346879,8605,129,337,4992,3147,12,2480.69,37.19,97.15,1439.12,907.23
-2006,NY05101,"Suffolk County, NY",1315904,2481,37,86,1331,1027,12,188.54,2.81,6.54,101.15,78.05
-2006,FL02902,"Tampa, FL",331487,3839,25,133,2470,1211,12,1158.11,7.54,40.12,745.13,365.32
-2006,AZ01003,"Tucson, AZ",535232,4580,51,294,2560,1675,12,855.7,9.53,54.93,478.3,312.95
-2006,OK07205,"Tulsa, OK",385834,4816,53,289,3477,997,12,1248.21,13.74,74.9,901.16,258.4
-2006,VA12800,"Virginia Beach, VA",442784,1255,19,116,444,676,12,283.43,4.29,26.2,100.27,152.67
-2006,DCMPD00,"Washington, DC",581530,8408,169,182,4453,3604,12,1445.84,29.06,31.3,765.74,619.74
-2006,KS08703,"Wichita, KS",357372,3325,26,245,2534,520,12,930.4,7.28,68.56,709.07,145.51
-2006,,United States,,1435123,17309,,,,,479.3,5.8,,,
-2007,NM00101,"Albuquerque, NM",513124,5080,47,307,3287,1439,12,990.01,9.16,59.83,640.59,280.44
-2007,TX22001,"Arlington, TX",372073,2588,13,156,1677,742,12,695.56,3.49,41.93,450.72,199.42
-2007,GAAPD00,"Atlanta, GA",497290,8075,129,148,4221,3577,12,1623.8,25.94,29.76,848.8,719.3
-2007,CO00101,"Aurora, CO",307621,1685,14,191,896,584,12,547.75,4.55,62.09,291.27,189.84
-2007,TX22701,"Austin, TX",716817,3871,30,328,2056,1457,12,540.03,4.19,45.76,286.82,203.26
-2007,MD00301,"Baltimore County, MD",785567,5331,36,151,3358,1786,12,678.62,4.58,19.22,427.46,227.35
-2007,MDBPD00,"Baltimore, MD",624237,10182,282,146,5859,3895,12,1631.11,45.18,23.39,938.59,623.96
-2007,MA01301,"Boston, MA",591855,6837,65,263,4267,2242,12,1155.18,10.98,44.44,720.95,378.81
-2007,NY01401,"Buffalo, NY",273832,3490,54,164,1739,1533,12,1274.5,19.72,59.89,635.06,559.83
-2007,NC06001,"Charlotte, NC",733291,7233,76,282,3684,3191,12,986.38,10.36,38.46,502.39,435.16
-2007,ILCPD00,"Chicago, IL",2824434,34936,443,1644,17424,15425,12,1236.92,15.68,58.21,616.9,546.13
-2007,OHCIP00,"Cincinnati, OH",332388,3595,62,318,1253,1962,12,1081.57,18.65,95.67,376.97,590.27
-2007,OHCLP00,"Cleveland, OH",439888,6460,90,385,1960,4025,12,1468.56,20.46,87.52,445.57,915.01
-2007,OHCOP00,"Columbus, OH",735981,6302,79,683,1685,3855,12,856.27,10.73,92.8,228.95,523.79
-2007,TXDPD00,"Dallas, TX",1239104,13248,200,511,5315,7222,12,1069.16,16.14,41.24,428.94,582.84
-2007,CODPD00,"Denver, CO",573387,3528,47,294,2148,1039,12,615.29,8.2,51.27,374.62,181.2
-2007,MI82349,"Detroit, MI",860971,19690,392,335,12396,6567,12,2286.95,45.53,38.91,1439.77,762.74
-2007,TX07102,"El Paso, TX",616029,2574,17,258,1827,472,12,417.84,2.76,41.88,296.58,76.62
-2007,VA02901,"Fairfax County, VA",976392,873,15,59,309,490,12,89.41,1.54,6.04,31.65,50.18
-2007,TX22012,"Fort Worth, TX",670693,4477,58,336,2460,1623,12,667.52,8.65,50.1,366.78,241.99
-2007,CA01005,"Fresno, CA",472170,3043,52,99,1788,1104,12,644.47,11.01,20.97,378.68,233.81
-2007,HI00200,"Honolulu, HI",905903,2613,19,226,1425,943,12,288.44,2.1,24.95,157.3,104.1
-2007,TXHPD00,"Houston, TX",2169544,24564,351,694,12040,11479,12,1132.22,16.18,31.99,554.96,529.1
-2007,INIPD00,"Indianapolis, IN",797268,9841,114,505,5176,4046,12,1234.34,14.3,63.34,649.22,507.48
-2007,FL01602,"Jacksonville, FL",797350,8146,123,249,4660,3114,12,1021.63,15.43,31.23,584.44,390.54
-2007,MOKPD00,"Kansas City, MO",447725,8380,90,467,5465,2358,12,1871.68,20.1,104.31,1220.62,526.66
-2007,NV00201,"Las Vegas, NV",1341156,13641,119,723,7548,5251,12,1017.11,8.87,53.91,562.8,391.53
-2007,CA01941,"Long Beach, CA",473959,3426,42,138,1740,1506,12,722.85,8.86,29.12,367.12,317.75
-2007,CA01900,"Los Angeles County, CA",992436,7784,127,218,5254,2185,12,784.33,12.8,21.97,529.4,220.17
-2007,CA01942,"Los Angeles, CA",3870487,27806,395,1004,12926,13481,12,718.41,10.21,25.94,333.96,348.3
-2007,KY05680,"Louisville, KY",624030,4238,71,194,2063,1910,12,679.13,11.38,31.09,330.59,306.08
-2007,TNMPD00,"Memphis, TN",669264,13065,131,450,7613,4871,12,1952.14,19.57,67.24,1137.52,727.81
-2007,AZ00717,"Mesa, AZ",454576,2224,22,175,1407,620,12,489.25,4.84,38.5,309.52,136.39
-2007,FL01300,"Miami-Dade County, FL",1082395,8614,84,353,5498,2679,12,795.83,7.76,32.61,507.95,247.51
-2007,FL01306,"Miami, FL",410252,6119,78,57,3447,2537,12,1491.52,19.01,13.89,840.22,618.4
-2007,WIMPD00,"Milwaukee, WI",572938,8057,105,236,4181,3535,12,1406.26,18.33,41.19,729.75,617
-2007,MN02711,"Minneapolis, MN",371240,5580,47,452,2561,2520,12,1503.07,12.66,121.75,689.85,678.81
-2007,MD01604,"Montgomery County, MD",911528,2059,19,129,815,1096,12,225.88,2.08,14.15,89.41,120.24
-2007,TN01901,"Nashville, TN",564169,8513,73,290,5634,2516,12,1508.95,12.94,51.4,998.64,445.97
-2007,NY02900,"Nassau County, NY",1030495,1639,14,71,806,748,12,159.05,1.36,6.89,78.21,72.59
-2007,LANPD00,"New Orleans, LA",220614,3451,209,115,1973,1154,12,1564.27,94.74,52.13,894.32,523.09
-2007,NY03030,"New York City, NY",8220196,50453,496,875,27295,21787,12,613.77,6.03,10.64,332.05,265.04
-2007,NJNPD00,"Newark, NJ",280158,2415,104,60,1147,1104,12,862.01,37.12,21.42,409.41,394.06
-2007,CA00109,"Oakland, CA",396541,7605,120,299,3716,3470,12,1917.83,30.26,75.4,937.1,875.07
-2007,OK05506,"Oklahoma City, OK",542199,4612,58,326,2831,1397,12,850.61,10.7,60.13,522.13,257.65
-2007,NB02802,"Omaha, NE",431810,2578,42,189,1529,818,12,597.02,9.73,43.77,354.09,189.44
-2007,FL04804,"Orlando, FL",224417,4269,39,162,2534,1534,12,1902.26,17.38,72.19,1129.15,683.55
-2007,PAPEP00,"Philadelphia, PA",1435533,21180,392,956,9574,10258,12,1475.41,27.31,66.6,666.93,714.58
-2007,AZ00723,"Phoenix, AZ",1541698,11158,212,509,5495,4942,12,723.75,13.75,33.02,356.43,320.56
-2007,PAPPD00,"Pittsburgh, PA",312179,3455,52,129,1678,1596,12,1106.74,16.66,41.32,537.51,511.25
-2007,OR02602,"Portland, OR",538133,3701,22,280,2110,1289,12,687.75,4.09,52.03,392.1,239.53
-2007,MD01721,"Prince George's County, MD",647701,6134,123,226,2693,3092,12,947.04,18.99,34.89,415.78,477.38
-2007,NC09201,"Raleigh, NC",367120,2098,23,99,1141,835,12,571.48,6.26,26.97,310.8,227.45
-2007,CA03404,"Sacramento, CA",460546,5128,44,194,2881,2009,12,1113.46,9.55,42.12,625.56,436.22
-2007,UT01803,"Salt Lake City, UT",178449,1504,17,115,868,504,12,842.82,9.53,64.44,486.41,282.43
-2007,TXSPD00,"San Antonio, TX",1316882,7327,122,635,4125,2445,12,556.39,9.26,48.22,313.24,185.67
-2007,CA03711,"San Diego, CA",1261196,6332,59,296,3882,2095,12,502.06,4.68,23.47,307.8,166.11
-2007,CA03801,"San Francisco, CA",733799,6414,100,125,2418,3771,12,874.08,13.63,17.03,329.52,513.9
-2007,CA04313,"San Jose, CA",934553,3759,33,217,2441,1068,12,402.22,3.53,23.22,261.19,114.28
-2007,WASPD00,"Seattle, WA",585118,3667,24,90,2031,1522,12,626.71,4.1,15.38,347.11,260.12
-2007,MOSPD00,"St. Louis, MO",348197,7654,138,255,4500,2761,12,2198.18,39.63,73.23,1292.37,792.94
-2007,NY05101,"Suffolk County, NY",1308750,2205,28,89,1214,874,12,168.48,2.14,6.8,92.76,66.78
-2007,FL02902,"Tampa, FL",337220,3575,28,80,2262,1205,12,1060.14,8.3,23.72,670.78,357.33
-2007,AZ01003,"Tucson, AZ",523299,4103,49,277,2345,1432,12,784.06,9.36,52.93,448.12,273.65
-2007,OK07205,"Tulsa, OK",381469,4552,55,299,3175,1023,12,1193.28,14.42,78.38,832.31,268.17
-2007,VA12800,"Virginia Beach, VA",435943,1084,16,85,431,552,12,248.66,3.67,19.5,98.87,126.62
-2007,DCMPD00,"Washington, DC",588292,7924,181,192,3566,3985,12,1346.95,30.77,32.64,606.16,677.38
-2007,KS08703,"Wichita, KS",358294,3391,40,278,2516,557,12,946.43,11.16,77.59,702.22,155.46
-2007,,United States,,1422970,17128,,,,,471.8,5.7,,,
-2008,NM00101,"Albuquerque, NM",527464,4718,38,370,2960,1350,12,894.47,7.2,70.15,561.18,255.94
-2008,TX22001,"Arlington, TX",375836,2262,23,141,1404,694,12,601.86,6.12,37.52,373.57,184.66
-2008,GAAPD00,"Atlanta, GA",533016,7403,105,126,3864,3308,12,1388.89,19.7,23.64,724.93,620.62
-2008,CO00101,"Aurora, CO",316323,1621,18,187,861,555,12,512.45,5.69,59.12,272.19,175.45
-2008,TX22701,"Austin, TX",753535,3935,23,273,2306,1333,12,522.21,3.05,36.23,306.02,176.9
-2008,MD00301,"Baltimore County, MD",787558,4901,30,148,2998,1725,12,622.3,3.81,18.79,380.67,219.03
-2008,MDBPD00,"Baltimore, MD",634549,10080,234,137,5683,4026,12,1588.53,36.88,21.59,895.6,634.47
-2008,MA01301,"Boston, MA",604465,6676,62,237,3979,2398,12,1104.45,10.26,39.21,658.27,396.71
-2008,NY01401,"Buffalo, NY",270289,3716,37,174,1966,1539,12,1374.82,13.69,64.38,727.37,569.39
-2008,NC06001,"Charlotte, NC",758769,7070,83,272,3731,2984,12,931.77,10.94,35.85,491.72,393.27
-2008,ILCPD00,"Chicago, IL",2829304,35789,510,1594,17032,16653,12,1264.94,18.03,56.34,601.99,588.59
-2008,OHCIP00,"Cincinnati, OH",332608,4214,75,276,1444,2419,12,1266.96,22.55,82.98,434.14,727.28
-2008,OHCLP00,"Cleveland, OH",433452,6154,55,428,1866,3805,12,1419.77,12.69,98.74,430.5,877.84
-2008,OHCOP00,"Columbus, OH",751887,5854,100,644,1509,3601,12,778.57,13.3,85.65,200.7,478.93
-2008,TXDPD00,"Dallas, TX",1276214,11420,170,499,4285,6466,12,894.83,13.32,39.1,335.76,506.65
-2008,CODPD00,"Denver, CO",592881,3359,40,282,2081,956,12,566.56,6.75,47.56,351,161.25
-2008,MI82349,"Detroit, MI",905783,17982,323,334,11000,6325,12,1985.24,35.66,36.87,1214.42,698.29
-2008,TX07102,"El Paso, TX",612374,2825,17,181,2171,456,12,461.32,2.78,29.56,354.52,74.46
-2008,VA02901,"Fairfax County, VA",974142,732,18,62,309,343,12,75.14,1.85,6.36,31.72,35.21
-2008,TX22012,"Fort Worth, TX",701345,4627,49,373,2499,1706,12,659.73,6.99,53.18,356.32,243.25
-2008,CA01005,"Fresno, CA",475723,2782,40,80,1678,984,12,584.79,8.41,16.82,352.73,206.84
-2008,HI00200,"Honolulu, HI",906349,2575,18,203,1426,928,12,284.11,1.99,22.4,157.33,102.39
-2008,TXHPD00,"Houston, TX",2238895,24779,294,750,13132,10603,12,1106.75,13.13,33.5,586.54,473.58
-2008,INIPD00,"Indianapolis, IN",808329,9735,114,475,5123,4023,12,1204.34,14.1,58.76,633.78,497.69
-2008,FL01602,"Jacksonville, FL",806080,8032,115,262,4717,2938,12,996.43,14.27,32.5,585.18,364.48
-2008,MOKPD00,"Kansas City, MO",451454,6269,115,248,3816,2090,12,1388.62,25.47,54.93,845.27,462.95
-2008,NV00201,"Las Vegas, NV",1353175,13324,120,729,7543,4932,12,984.65,8.87,53.87,557.43,364.48
-2008,CA01941,"Long Beach, CA",467055,3158,40,120,1511,1487,12,676.15,8.56,25.69,323.52,318.38
-2008,CA01900,"Los Angeles County, CA",1006321,7362,135,232,5028,1967,12,731.58,13.42,23.05,499.64,195.46
-2008,CA01942,"Los Angeles, CA",3850920,26553,384,949,11798,13422,12,689.52,9.97,24.64,306.37,348.54
-2008,KY05680,"Louisville, KY",629679,4306,71,220,2253,1762,12,683.84,11.28,34.94,357.8,279.83
-2008,TNMPD00,"Memphis, TN",672046,12939,138,366,7647,4788,12,1925.31,20.53,54.46,1137.87,712.45
-2008,AZ00717,"Mesa, AZ",456821,2289,16,161,1456,656,12,501.07,3.5,35.24,318.72,143.6
-2008,FL01300,"Miami-Dade County, FL",1057396,8749,95,339,5763,2552,12,827.41,8.98,32.06,545.02,241.35
-2008,FL01306,"Miami, FL",427740,5709,63,42,3189,2415,12,1334.69,14.73,9.82,745.55,564.6
-2008,WIMPD00,"Milwaukee, WI",602131,7404,71,205,3884,3244,12,1229.63,11.79,34.05,645.04,538.75
-2008,MN02711,"Minneapolis, MN",376753,4779,37,367,2370,2005,12,1268.47,9.82,97.41,629.06,532.18
-2008,MD01604,"Montgomery County, MD",922771,2087,21,131,835,1100,12,226.17,2.28,14.2,90.49,119.21
-2008,TN01901,"Nashville, TN",602181,8365,76,291,5621,2377,12,1389.12,12.62,48.32,933.44,394.73
-2008,NY02900,"Nassau County, NY",1069316,1602,14,58,782,748,12,149.82,1.31,5.42,73.13,69.95
-2008,LANPD00,"New Orleans, LA",281440,2869,179,65,1540,1085,12,1019.4,63.6,23.1,547.19,385.52
-2008,NY03030,"New York City, NY",8345075,48430,523,890,24831,22186,12,580.34,6.27,10.66,297.55,265.86
-2008,NJNPD00,"Newark, NJ",279788,2660,67,51,1155,1387,12,950.72,23.95,18.23,412.81,495.73
-2008,CA00109,"Oakland, CA",401587,7905,115,338,4129,3323,12,1968.44,28.64,84.17,1028.17,827.47
-2008,OK05506,"Oklahoma City, OK",552452,5400,57,318,3501,1524,12,977.46,10.32,57.56,633.72,275.86
-2008,NB02802,"Omaha, NE",437238,2648,44,180,1475,949,12,605.62,10.06,41.17,337.34,217.04
-2008,FL04804,"Orlando, FL",229808,3829,43,131,2335,1320,12,1666.17,18.71,57,1016.07,574.39
-2008,PAPEP00,"Philadelphia, PA",1441117,20771,331,1038,9784,9618,12,1441.31,22.97,72.03,678.92,667.4
-2008,AZ00723,"Phoenix, AZ",1585838,10465,167,481,4992,4825,12,659.9,10.53,30.33,314.79,304.26
-2008,PAPPD00,"Pittsburgh, PA",309757,3358,72,136,1609,1541,12,1084.08,23.24,43.91,519.44,497.49
-2008,OR02602,"Portland, OR",553023,3445,26,250,2037,1132,12,622.94,4.7,45.21,368.34,204.69
-2008,MD01721,"Prince George's County, MD",633458,5966,102,215,2695,2954,12,941.81,16.1,33.94,425.44,466.33
-2008,NC09201,"Raleigh, NC",388661,2245,34,95,1091,1025,12,577.62,8.75,24.44,280.71,263.73
-2008,CA03404,"Sacramento, CA",467065,4660,49,168,2682,1761,12,997.72,10.49,35.97,574.22,377.04
-2008,UT01803,"Salt Lake City, UT",180514,1424,12,76,850,486,12,788.86,6.65,42.1,470.88,269.23
-2008,TXSPD00,"San Antonio, TX",1351244,9699,116,424,6416,2743,12,717.78,8.58,31.38,474.82,203
-2008,CA03711,"San Diego, CA",1271655,6047,55,376,3597,2019,12,475.52,4.33,29.57,282.86,158.77
-2008,CA03801,"San Francisco, CA",798144,6744,98,166,2372,4108,12,844.96,12.28,20.8,297.19,514.69
-2008,CA04313,"San Jose, CA",945197,3643,31,220,2268,1124,12,385.42,3.28,23.28,239.95,118.92
-2008,WASPD00,"Seattle, WA",598077,3447,29,126,1680,1612,12,576.35,4.85,21.07,280.9,269.53
-2008,MOSPD00,"St. Louis, MO",356204,7383,167,237,4345,2634,12,2072.69,46.88,66.53,1219.81,739.46
-2008,NY05101,"Suffolk County, NY",1360739,2166,39,91,1146,890,12,159.18,2.87,6.69,84.22,65.41
-2008,FL02902,"Tampa, FL",336911,2975,27,83,1809,1056,12,883.02,8.01,24.64,536.94,313.44
-2008,AZ01003,"Tucson, AZ",528917,4252,65,246,2490,1451,12,803.91,12.29,46.51,470.77,274.33
-2008,OK07205,"Tulsa, OK",382954,4922,50,252,3524,1096,12,1285.27,13.06,65.8,920.21,286.2
-2008,VA12800,"Virginia Beach, VA",434163,1040,14,73,424,529,12,239.54,3.22,16.81,97.66,121.84
-2008,DCMPD00,"Washington, DC",591833,8135,186,186,3609,4154,12,1374.54,31.43,31.43,609.8,701.89
-2008,KS08703,"Wichita, KS",362602,3097,30,282,2303,482,12,854.1,8.27,77.77,635.13,132.93
-2008,,United States,,1394461,16465,,,,,458.6,5.4,,,
-2009,NM00101,"Albuquerque, NM",530636,4082,56,326,2597,1103,12,769.27,10.55,61.44,489.41,207.86
-2009,TX22001,"Arlington, TX",379104,2330,12,152,1494,672,12,614.61,3.17,40.09,394.09,177.26
-2009,GAAPD00,"Atlanta, GA",552901,6359,80,135,3419,2725,12,1150.12,14.47,24.42,618.37,492.85
-2009,CO00101,"Aurora, CO",324014,1520,19,214,734,553,12,469.12,5.86,66.05,226.53,170.67
-2009,TX22701,"Austin, TX",768970,4024,22,265,2322,1415,12,523.3,2.86,34.46,301.96,184.01
-2009,MD00301,"Baltimore County, MD",792855,4534,32,152,2879,1471,12,571.86,4.04,19.17,363.12,185.53
-2009,MDBPD00,"Baltimore, MD",638755,9664,238,158,5561,3707,12,1512.94,37.26,24.74,870.6,580.35
-2009,MA01301,"Boston, MA",624222,6192,50,269,3596,2277,12,991.95,8.01,43.09,576.08,364.77
-2009,NY01401,"Buffalo, NY",268655,3920,60,141,2083,1636,12,1459.12,22.33,52.48,775.34,608.96
-2009,NC06001,"Charlotte, NC",777708,5625,58,303,2918,2346,12,723.28,7.46,38.96,375.21,301.66
-2009,ILCPD00,"Chicago, IL",2848431,33501,458,1439,15727,15877,12,1176.12,16.08,50.52,552.13,557.39
-2009,OHCIP00,"Cincinnati, OH",333568,3983,55,241,1415,2272,12,1194.06,16.49,72.25,424.2,681.12
-2009,OHCLP00,"Cleveland, OH",429238,5994,83,380,1976,3555,12,1396.43,19.34,88.53,460.35,828.21
-2009,OHCOP00,"Columbus, OH",759391,5375,82,599,1295,3399,12,707.8,10.8,78.88,170.53,447.6
-2009,TXDPD00,"Dallas, TX",1290266,10221,166,485,4069,5501,12,792.16,12.87,37.59,315.36,426.35
-2009,CODPD00,"Denver, CO",604680,3473,35,341,2166,931,12,574.35,5.79,56.39,358.21,153.97
-2009,MI82349,"Detroit, MI",908441,18094,363,334,11390,6007,12,1991.76,39.96,36.77,1253.8,661.24
-2009,TX07102,"El Paso, TX",618812,2830,12,182,2184,452,12,457.33,1.94,29.41,352.93,73.04
-2009,VA02901,"Fairfax County, VA",986646,705,13,98,268,326,12,71.45,1.32,9.93,27.16,33.04
-2009,TX22012,"Fort Worth, TX",723456,4245,44,379,2373,1449,12,586.77,6.08,52.39,328.01,200.29
-2009,CA01005,"Fresno, CA",481370,2933,42,86,1720,1085,12,609.3,8.73,17.87,357.31,225.4
-2009,HI00200,"Honolulu, HI",907124,2537,14,243,1411,869,12,279.68,1.54,26.79,155.55,95.8
-2009,TXHPD00,"Houston, TX",2273771,25593,287,823,13116,11367,12,1125.58,12.62,36.2,576.84,499.92
-2009,INIPD00,"Indianapolis, IN",813471,9759,99,460,5271,3929,12,1199.67,12.17,56.55,647.96,482.99
-2009,FL01602,"Jacksonville, FL",810064,6772,99,218,4096,2359,12,835.98,12.22,26.91,505.64,291.21
-2009,MOKPD00,"Kansas City, MO",484684,6303,100,276,3957,1970,12,1300.43,20.63,56.94,816.41,406.45
-2009,NV00201,"Las Vegas, NV",1377282,13039,111,698,7735,4495,12,946.72,8.06,50.68,561.61,326.37
-2009,CA01941,"Long Beach, CA",463969,3161,40,131,1609,1381,12,681.3,8.62,28.23,346.79,297.65
-2009,CA01900,"Los Angeles County, CA",1015431,6540,102,209,4334,1895,12,644.06,10.04,20.58,426.81,186.62
-2009,CA01942,"Los Angeles, CA",3848776,24070,312,903,10638,12217,12,625.39,8.11,23.46,276.4,317.43
-2009,KY05680,"Louisville, KY",631260,3769,62,230,1907,1570,12,597.06,9.82,36.44,302.09,248.71
-2009,TNMPD00,"Memphis, TN",667421,12072,132,387,7414,4139,12,1808.75,19.78,57.98,1110.84,620.15
-2009,AZ00717,"Mesa, AZ",470833,2000,14,123,1252,611,12,424.78,2.97,26.12,265.91,129.77
-2009,FL01300,"Miami-Dade County, FL",1150883,7815,86,273,5142,2314,12,679.04,7.47,23.72,446.79,201.06
-2009,FL01306,"Miami, FL",419205,4983,59,65,2765,2094,12,1188.68,14.07,15.51,659.58,499.52
-2009,WIMPD00,"Milwaukee, WI",604673,6661,72,203,3209,3177,12,1101.59,11.91,33.57,530.7,525.41
-2009,MN02711,"Minneapolis, MN",382618,4242,18,413,2148,1663,12,1108.68,4.7,107.94,561.4,434.64
-2009,MD01604,"Montgomery County, MD",944041,2033,13,124,904,992,12,215.35,1.38,13.14,95.76,105.08
-2009,TN01901,"Nashville, TN",610176,6959,79,259,4650,1971,12,1140.49,12.95,42.45,762.08,323.02
-2009,NY02900,"Nassau County, NY",1056423,1640,18,74,794,754,12,155.24,1.7,7,75.16,71.37
-2009,LANPD00,"New Orleans, LA",336425,2614,174,98,1410,932,12,776.99,51.72,29.13,419.11,277.03
-2009,NY03030,"New York City, NY",8400907,46357,471,832,26457,18597,12,551.81,5.61,9.9,314.93,221.37
-2009,NJNPD00,"Newark, NJ",279203,2597,80,68,1130,1319,12,930.15,28.65,24.36,404.72,472.42
-2009,CA00109,"Oakland, CA",404553,6793,104,326,3465,2898,12,1679.14,25.71,80.58,856.5,716.35
-2009,OK05506,"Oklahoma City, OK",556939,5181,65,294,3573,1249,12,930.26,11.67,52.79,641.54,224.26
-2009,NB02802,"Omaha, NE",443037,2363,30,192,1249,892,12,533.36,6.77,43.34,281.92,201.34
-2009,FL04804,"Orlando, FL",235109,2814,28,117,1902,767,12,1196.89,11.91,49.76,808.99,326.23
-2009,PAPEP00,"Philadelphia, PA",1547605,19163,302,896,8928,9037,12,1238.24,19.51,57.9,576.89,583.93
-2009,AZ00723,"Phoenix, AZ",1597397,8730,122,522,4329,3757,12,546.51,7.64,32.68,271,235.2
-2009,PAPPD00,"Pittsburgh, PA",312232,3087,39,116,1565,1367,12,988.69,12.49,37.15,501.23,437.82
-2009,OR02602,"Portland, OR",560908,3105,19,252,1797,1037,12,553.57,3.39,44.93,320.37,184.88
-2009,MD01721,"Prince George's County, MD",636662,5338,86,197,2421,2634,12,838.44,13.51,30.94,380.26,413.72
-2009,NC09201,"Raleigh, NC",406005,2001,14,99,1056,832,12,492.85,3.45,24.38,260.1,204.92
-2009,CA03404,"Sacramento, CA",470308,4165,30,179,2350,1606,12,885.59,6.38,38.06,499.67,341.48
-2009,UT01803,"Salt Lake City, UT",180724,1284,3,103,767,411,12,710.48,1.66,56.99,424.4,227.42
-2009,TXSPD00,"San Antonio, TX",1373936,7844,99,628,4434,2683,12,570.91,7.21,45.71,322.72,195.28
-2009,CA03711,"San Diego, CA",1314773,5931,41,318,3667,1905,12,451.1,3.12,24.19,278.91,144.89
-2009,CA03801,"San Francisco, CA",809755,5957,45,179,2310,3423,12,735.65,5.56,22.11,285.27,422.72
-2009,CA04313,"San Jose, CA",954009,3439,28,258,2128,1025,12,360.48,2.93,27.04,223.06,107.44
-2009,WASPD00,"Seattle, WA",602531,3861,22,102,1945,1792,12,640.8,3.65,16.93,322.8,297.41
-2009,MOSPD00,"St. Louis, MO",355208,7353,143,250,4239,2721,12,2070.05,40.26,70.38,1193.39,766.03
-2009,NY05101,"Suffolk County, NY",1351235,2267,32,62,1213,960,12,167.77,2.37,4.59,89.77,71.05
-2009,FL02902,"Tampa, FL",345233,2597,20,80,1588,909,12,752.25,5.79,23.17,459.98,263.3
-2009,AZ01003,"Tucson, AZ",547981,3560,35,204,2075,1246,12,649.66,6.39,37.23,378.66,227.38
-2009,OK07205,"Tulsa, OK",384851,4295,68,254,2856,1117,12,1116.02,17.67,66,742.11,290.24
-2009,VA12800,"Virginia Beach, VA",436175,896,19,66,363,448,12,205.42,4.36,15.13,83.22,102.71
-2009,DCMPD00,"Washington, DC",599657,7587,144,150,3295,3998,12,1265.22,24.01,25.01,549.48,666.71
-2009,KS08703,"Wichita, KS",367635,3255,25,262,2441,527,12,885.39,6.8,71.27,663.97,143.35
-2009,,United States,,1325896,15399,,,,,431.9,5,,,
-2010,NM00101,"Albuquerque, NM",545852,4291,42,338,2971,940,12,786.11,7.69,61.92,544.29,172.21
-2010,TX22001,"Arlington, TX",365438,1925,16,119,1258,532,12,526.77,4.38,32.56,344.24,145.58
-2010,GAAPD00,"Atlanta, GA",420003,5749,93,89,3405,2162,12,1368.8,22.14,21.19,810.71,514.76
-2010,CO00101,"Aurora, CO",325078,1449,24,181,737,507,12,445.74,7.38,55.68,226.71,155.96
-2010,TX22701,"Austin, TX",790390,3790,38,265,2256,1231,12,479.51,4.81,33.53,285.43,155.75
-2010,MD00301,"Baltimore County, MD",805029,4305,20,126,2824,1335,12,534.76,2.48,15.65,350.79,165.83
-2010,MDBPD00,"Baltimore, MD",620961,9316,223,265,5492,3336,12,1500.26,35.91,42.68,884.44,537.23
-2010,MA01301,"Boston, MA",617594,5819,73,256,3564,1926,12,942.2,11.82,41.45,577.08,311.86
-2010,NY01401,"Buffalo, NY",261310,3599,55,157,1921,1466,12,1377.29,21.05,60.08,735.14,561.02
-2010,NC06001,"Charlotte, NC",779541,4891,61,239,2796,1795,12,627.42,7.83,30.66,358.67,230.26
-2010,ILCPD00,"Chicago, IL",2695598,29774,432,1372,13757,14213,12,1104.54,16.03,50.9,510.35,527.27
-2010,OHCIP00,"Cincinnati, OH",296943,3615,68,236,1194,2117,12,1217.41,22.9,79.48,402.1,712.93
-2010,OHCLP00,"Cleveland, OH",396815,5529,81,344,1923,3181,12,1393.34,20.41,86.69,484.61,801.63
-2010,OHCOP00,"Columbus, OH",787033,5472,95,574,1434,3369,12,695.27,12.07,72.93,182.2,428.06
-2010,TXDPD00,"Dallas, TX",1197816,9161,148,505,4021,4487,12,764.81,12.36,42.16,335.69,374.6
-2010,CODPD00,"Denver, CO",600158,3387,28,371,2045,943,12,564.35,4.67,61.82,340.74,157.13
-2010,MI82349,"Detroit, MI",713777,16973,310,403,10721,5539,12,2377.91,43.43,56.46,1502.01,776.01
-2010,TX07102,"El Paso, TX",649121,2861,5,179,2198,479,12,440.75,0.77,27.58,338.61,73.79
-2010,VA02901,"Fairfax County, VA",1042747,971,23,127,438,383,12,93.12,2.21,12.18,42,36.73
-2010,TX22012,"Fort Worth, TX",741206,4301,63,325,2583,1330,12,580.27,8.5,43.85,348.49,179.44
-2010,CA01005,"Fresno, CA",494665,3034,45,70,1898,1021,12,613.34,9.1,14.15,383.69,206.4
-2010,HI00200,"Honolulu, HI",953297,2548,19,218,1420,891,12,267.28,1.99,22.87,148.96,93.47
-2010,TXHPD00,"Houston, TX",2099451,22491,269,712,12061,9449,12,1071.28,12.81,33.91,574.48,450.07
-2010,INIPD00,"Indianapolis, IN",831388,9646,92,461,5726,3367,12,1160.23,11.07,55.45,688.73,404.99
-2010,FL01602,"Jacksonville, FL",823209,5469,80,316,3380,1693,12,664.35,9.72,38.39,410.59,205.66
-2010,MOKPD00,"Kansas City, MO",459787,5643,102,241,3629,1671,12,1227.31,22.18,52.42,789.28,363.43
-2010,NV00201,"Las Vegas, NV",1446280,12648,107,652,7886,4003,12,874.52,7.4,45.08,545.26,276.78
-2010,CA01941,"Long Beach, CA",462257,2720,32,134,1352,1202,12,588.42,6.92,28.99,292.48,260.03
-2010,CA01900,"Los Angeles County, CA",1057426,6497,86,208,4433,1770,12,614.42,8.13,19.67,419.23,167.39
-2010,CA01942,"Los Angeles, CA",3792621,21484,293,923,9344,10924,12,566.47,7.73,24.34,246.37,288.03
-2010,KY05680,"Louisville, KY",660582,3734,52,229,1850,1603,12,565.26,7.87,34.67,280.06,242.66
-2010,TNMPD00,"Memphis, TN",646889,10401,89,433,6642,3237,12,1607.85,13.76,66.94,1026.76,500.39
-2010,AZ00717,"Mesa, AZ",439041,1790,15,124,1140,511,12,407.71,3.42,28.24,259.66,116.39
-2010,FL01300,"Miami-Dade County, FL",1109589,6927,87,252,4806,1782,12,624.29,7.84,22.71,433.13,160.6
-2010,FL01306,"Miami, FL",399457,4879,68,46,2909,1856,12,1221.41,17.02,11.52,728.24,464.63
-2010,WIMPD00,"Milwaukee, WI",594833,6336,95,196,3102,2943,12,1065.17,15.97,32.95,521.49,494.76
-2010,MN02711,"Minneapolis, MN",382578,4064,37,438,1993,1596,12,1062.27,9.67,114.49,520.94,417.17
-2010,MD01604,"Montgomery County, MD",953109,1699,16,119,653,911,12,178.26,1.68,12.49,68.51,95.58
-2010,TN01901,"Nashville, TN",605009,6802,55,332,4613,1802,12,1124.28,9.09,54.88,762.47,297.85
-2010,NY02900,"Nassau County, NY",1049589,1496,15,70,739,672,12,142.53,1.43,6.67,70.41,64.03
-2010,LANPD00,"New Orleans, LA",343829,2593,175,144,1321,953,12,754.15,50.9,41.88,384.2,277.17
-2010,NY03030,"New York City, NY",8175133,48489,536,1036,27309,19608,12,593.13,6.56,12.67,334.05,239.85
-2010,NJNPD00,"Newark, NJ",277140,2885,90,79,1112,1604,12,1040.99,32.47,28.51,401.24,578.77
-2010,CA00109,"Oakland, CA",390724,6267,90,318,2942,2917,12,1603.95,23.03,81.39,752.96,746.56
-2010,OK05506,"Oklahoma City, OK",579999,5304,54,340,3798,1112,12,914.48,9.31,58.62,654.83,191.72
-2010,NB02802,"Omaha, NE",408958,2274,34,205,1312,723,12,556.05,8.31,50.13,320.82,176.79
-2010,FL04804,"Orlando, FL",238300,2574,18,113,1771,672,12,1080.15,7.55,47.42,743.18,282
-2010,PAPEP00,"Philadelphia, PA",1526006,18535,306,945,8921,8363,12,1214.61,20.05,61.93,584.6,548.03
-2010,AZ00723,"Phoenix, AZ",1445632,8001,116,522,4113,3250,12,553.46,8.02,36.11,284.51,224.82
-2010,PAPPD00,"Pittsburgh, PA",307630,2810,55,66,1499,1190,12,913.43,17.88,21.45,487.27,386.83
-2010,OR02602,"Portland, OR",583776,3051,22,230,1794,1005,12,522.63,3.77,39.4,307.31,172.16
-2010,MD01721,"Prince George's County, MD",658600,4941,81,169,2219,2472,12,750.23,12.3,25.66,336.93,375.34
-2010,NC09201,"Raleigh, NC",403892,1740,14,99,984,643,12,430.81,3.47,24.51,243.63,159.2
-2010,CA03404,"Sacramento, CA",466488,4112,33,165,2423,1491,12,881.48,7.07,35.37,519.41,319.62
-2010,UT01803,"Salt Lake City, UT",186440,1294,8,147,780,359,12,694.06,4.29,78.85,418.37,192.56
-2010,TXSPD00,"San Antonio, TX",1327407,8434,79,467,5528,2360,12,635.37,5.95,35.18,416.45,177.79
-2010,CA03711,"San Diego, CA",1307402,5616,29,300,3651,1636,12,429.55,2.22,22.95,279.26,125.13
-2010,CA03801,"San Francisco, CA",805235,5747,48,133,2386,3180,12,713.7,5.96,16.52,296.31,394.92
-2010,CA04313,"San Jose, CA",945942,3215,20,253,1966,976,12,339.87,2.11,26.75,207.84,103.18
-2010,WASPD00,"Seattle, WA",608660,3515,19,96,1971,1429,12,577.5,3.12,15.77,323.83,234.78
-2010,MOSPD00,"St. Louis, MO",319294,6205,144,188,3748,2125,12,1943.35,45.1,58.88,1173.84,665.53
-2010,NY05101,"Suffolk County, NY",1333471,2031,50,55,1112,814,12,152.31,3.75,4.12,83.39,61.04
-2010,FL02902,"Tampa, FL",335709,2170,27,47,1412,684,12,646.39,8.04,14,420.6,203.75
-2010,AZ01003,"Tucson, AZ",520116,3331,51,158,2034,1088,12,640.43,9.81,30.38,391.07,209.18
-2010,OK07205,"Tulsa, OK",391906,4304,54,252,2617,1381,12,1098.22,13.78,64.3,667.76,352.38
-2010,VA12800,"Virginia Beach, VA",437994,831,14,53,335,429,12,189.73,3.2,12.1,76.49,97.95
-2010,DCMPD00,"Washington, DC",601723,7468,132,184,3238,3914,12,1241.1,21.94,30.58,538.12,650.47
-2010,KS08703,"Wichita, KS",382368,3038,16,251,2290,481,12,794.52,4.18,65.64,598.9,125.8
-2010,,United States,,1251248,14722,,,,,404.5,4.8,,,
-2011,NM00101,"Albuquerque, NM",551961,4210,38,264,2910,998,12,762.74,6.88,47.83,527.21,180.81
-2011,TX22001,"Arlington, TX",373128,1874,22,136,1176,540,12,502.24,5.9,36.45,315.17,144.72
-2011,GAAPD00,"Atlanta, GA",425533,6097,88,148,3518,2343,12,1432.79,20.68,34.78,826.73,550.6
-2011,CO00101,"Aurora, CO",330740,1460,12,187,754,507,12,441.43,3.63,56.54,227.97,153.29
-2011,TX22701,"Austin, TX",807022,3470,27,211,2126,1106,12,429.98,3.35,26.15,263.44,137.05
-2011,MD00301,"Baltimore County, MD",812661,4250,30,142,2627,1451,12,522.97,3.69,17.47,323.26,178.55
-2011,MDBPD00,"Baltimore, MD",626848,8886,197,341,4891,3457,12,1417.57,31.43,54.4,780.25,551.49
-2011,MA01301,"Boston, MA",621359,5252,63,271,3014,1904,12,845.24,10.14,43.61,485.07,306.43
-2011,NY01401,"Buffalo, NY",262484,3250,36,121,1634,1459,12,1238.17,13.72,46.1,622.51,555.84
-2011,NC06001,"Charlotte, NC",789478,4787,56,218,2901,1612,12,606.35,7.09,27.61,367.46,204.19
-2011,ILCPD00,"Chicago, IL",2703713,28273,431,1459,12408,13975,12,1045.71,15.94,53.96,458.92,516.88
-2011,OHCIP00,"Cincinnati, OH",297160,3076,61,190,1050,1775,12,1035.13,20.53,63.94,353.34,597.32
-2011,OHCLP00,"Cleveland, OH",397106,5431,74,356,1844,3157,12,1367.64,18.63,89.65,464.36,795
-2011,OHCOP00,"Columbus, OH",787609,5228,87,594,1296,3251,12,663.78,11.05,75.42,164.55,412.77
-2011,TXDPD00,"Dallas, TX",1223021,8330,133,428,3703,4066,12,681.1,10.87,35,302.77,332.46
-2011,CODPD00,"Denver, CO",610612,3718,37,396,2142,1143,12,608.9,6.06,64.85,350.8,187.19
-2011,MI82349,"Detroit, MI",713239,15254,344,426,9508,4976,12,2138.69,48.23,59.73,1333.07,697.66
-2011,TX07102,"El Paso, TX",662780,2858,16,217,2161,464,12,431.21,2.41,32.74,326.05,70.01
-2011,VA02901,"Fairfax County, VA",1055204,918,11,100,385,422,12,87,1.04,9.48,36.49,39.99
-2011,TX22012,"Fort Worth, TX",756803,4579,51,354,2907,1267,12,605.05,6.74,46.78,384.12,167.41
-2011,CA01005,"Fresno, CA",500480,2915,35,51,1809,1020,12,582.44,6.99,10.19,361.45,203.8
-2011,HI00200,"Honolulu, HI",963465,2370,14,203,1332,821,12,245.99,1.45,21.07,138.25,85.21
-2011,TXHPD00,"Houston, TX",2143628,20892,198,771,11869,8054,12,974.61,9.24,35.97,553.69,375.72
-2011,INIPD00,"Indianapolis, IN",833024,9170,96,435,5267,3372,12,1100.81,11.52,52.22,632.27,404.79
-2011,FL01602,"Jacksonville, FL",834429,5182,71,350,3183,1578,12,621.02,8.51,41.94,381.46,189.11
-2011,MOKPD00,"Kansas City, MO",461458,5555,108,272,3504,1671,12,1203.79,23.4,58.94,759.33,362.11
-2011,NV00201,"Las Vegas, NV",1458474,10813,82,651,6587,3493,12,741.39,5.62,44.64,451.64,239.5
-2011,CA01941,"Long Beach, CA",467691,2857,25,112,1400,1320,12,610.87,5.35,23.95,299.34,282.24
-2011,CA01900,"Los Angeles County, CA",1069854,5595,88,165,3858,1484,12,522.97,8.23,15.42,360.61,138.71
-2011,CA01942,"Los Angeles, CA",3837207,20045,297,828,8843,10077,12,522.39,7.74,21.58,230.45,262.61
-2011,KY05680,"Louisville, KY",665152,4086,48,227,2168,1643,12,614.3,7.22,34.13,325.94,247.01
-2011,TNMPD00,"Memphis, TN",652725,10338,117,406,6732,3083,12,1583.82,17.92,62.2,1031.37,472.33
-2011,AZ00717,"Mesa, AZ",445256,1837,17,131,1192,497,12,412.57,3.82,29.42,267.71,111.62
-2011,FL01300,"Miami-Dade County, FL",1124714,6913,90,311,4664,1848,12,614.65,8,27.65,414.68,164.31
-2011,FL01306,"Miami, FL",404901,4849,68,96,2683,2002,12,1197.58,16.79,23.71,662.63,494.44
-2011,WIMPD00,"Milwaukee, WI",597426,6637,86,205,3255,3091,12,1110.93,14.4,34.31,544.84,517.39
-2011,MN02711,"Minneapolis, MN",385531,3722,32,386,1715,1589,12,965.42,8.3,100.12,444.84,412.16
-2011,MD01604,"Montgomery County, MD",962146,1618,15,112,651,840,12,168.17,1.56,11.64,67.66,87.3
-2011,TN01901,"Nashville, TN",612789,7253,50,387,4927,1889,12,1183.6,8.16,63.15,804.03,308.26
-2011,NY02900,"Nassau County, NY",1054208,1459,7,44,695,713,12,138.4,0.66,4.17,65.93,67.63
-2011,LANPD00,"New Orleans, LA",346974,2748,200,163,1326,1059,12,791.99,57.64,46.98,382.16,305.21
-2011,NY03030,"New York City, NY",8211875,51209,515,1092,29829,19773,12,623.6,6.27,13.3,363.24,240.79
-2011,NJNPD00,"Newark, NJ",278064,3243,94,58,1114,1977,12,1166.28,33.81,20.86,400.63,710.99
-2011,CA00109,"Oakland, CA",395317,6652,104,202,2981,3365,12,1682.7,26.31,51.1,754.08,851.22
-2011,OK05506,"Oklahoma City, OK",586208,5108,58,277,3541,1232,12,871.36,9.89,47.25,604.05,210.16
-2011,NB02802,"Omaha, NE",412608,2309,43,220,1350,696,12,559.61,10.42,53.32,327.19,168.68
-2011,FL04804,"Orlando, FL",241548,2591,29,119,1746,697,12,1072.66,12.01,49.27,722.84,288.56
-2011,PAPEP00,"Philadelphia, PA",1530873,18268,324,833,8865,8246,12,1193.31,21.16,54.41,579.08,538.65
-2011,AZ00723,"Phoenix, AZ",1466097,8089,116,559,4090,3324,12,551.74,7.91,38.13,278.97,226.72
-2011,PAPPD00,"Pittsburgh, PA",308609,2476,44,67,1239,1126,12,802.31,14.26,21.71,401.48,364.86
-2011,OR02602,"Portland, OR",589991,3037,20,258,1842,917,12,514.75,3.39,43.73,312.21,155.43
-2011,MD01721,"Prince George's County, MD",664844,4075,80,152,1795,2048,12,612.93,12.03,22.86,269.99,308.04
-2011,NC09201,"Raleigh, NC",409014,1724,17,127,900,680,12,421.5,4.16,31.05,220.04,166.25
-2011,CA03404,"Sacramento, CA",471972,3354,36,134,2022,1162,12,710.64,7.63,28.39,428.42,246.2
-2011,UT01803,"Salt Lake City, UT",190038,1230,7,128,753,342,12,647.24,3.68,67.35,396.24,179.96
-2011,TXSPD00,"San Antonio, TX",1355339,7038,89,492,4672,1785,12,519.28,6.57,36.3,344.71,131.7
-2011,CA03711,"San Diego, CA",1316919,5104,38,293,3317,1456,12,387.57,2.89,22.25,251.88,110.56
-2011,CA03801,"San Francisco, CA",814701,5374,50,131,2105,3088,12,659.63,6.14,16.08,258.38,379.03
-2011,CA04313,"San Jose, CA",957062,3206,39,226,1840,1101,12,334.98,4.07,23.61,192.26,115.04
-2011,WASPD00,"Seattle, WA",618209,3664,20,100,2126,1418,12,592.68,3.24,16.18,343.9,229.37
-2011,MOSPD00,"St. Louis, MO",320454,5950,113,188,3522,2127,12,1856.74,35.26,58.67,1099.07,663.75
-2011,NY05101,"Suffolk County, NY",1339464,1862,32,42,1040,748,12,139.01,2.39,3.14,77.64,55.84
-2011,FL02902,"Tampa, FL",340284,2228,28,58,1555,587,12,654.75,8.23,17.04,456.97,172.5
-2011,AZ01003,"Tucson, AZ",527479,3440,51,204,2022,1163,12,652.16,9.67,38.67,383.33,220.48
-2011,OK07205,"Tulsa, OK",396101,3960,49,266,2555,1090,12,999.75,12.37,67.15,645.04,275.18
-2011,VA12800,"Virginia Beach, VA",443226,784,15,65,290,414,12,176.88,3.38,14.67,65.43,93.41
-2011,DCMPD00,"Washington, DC",617996,6985,108,172,2949,3756,12,1130.27,17.48,27.83,477.19,607.77
-2011,KS08703,"Wichita, KS",384796,2963,25,245,2203,490,12,770.02,6.5,63.67,572.51,127.34
-2011,,United States,,1206031,14661,,,,,387.1,4.7,,,
-2012,NM00101,"Albuquerque, NM",553684,4151,41,278,2740,1092,12,749.71,7.4,50.21,494.87,197.22
-2012,TX22001,"Arlington, TX",379295,1909,17,135,1225,532,12,503.3,4.48,35.59,322.97,140.26
-2012,GAAPD00,"Atlanta, GA",437041,6027,83,113,3555,2276,12,1379.05,18.99,25.86,813.42,520.77
-2012,CO00101,"Aurora, CO",336952,1400,17,172,729,482,12,415.49,5.05,51.05,216.35,143.05
-2012,TX22701,"Austin, TX",832901,3405,31,209,2187,978,12,408.81,3.72,25.09,262.58,117.42
-2012,MD00301,"Baltimore County, MD",817761,4145,24,145,2609,1367,12,506.87,2.93,17.73,319.04,167.16
-2012,MDBPD00,"Baltimore, MD",625474,8789,216,317,4651,3605,12,1405.17,34.53,50.68,743.6,576.36
-2012,MA01301,"Boston, MA",630648,5266,57,249,3050,1910,12,835.01,9.04,39.48,483.63,302.86
-2012,NY01401,"Buffalo, NY",262434,3382,48,138,1808,1388,12,1288.7,18.29,52.58,688.94,528.89
-2012,NC06001,"Charlotte, NC",808504,5238,52,223,3165,1798,12,647.86,6.43,27.58,391.46,222.39
-2012,ILCPD00,"Chicago, IL",2708382,27620,500,1372,12272,13476,12,1019.8,18.46,50.66,453.11,497.57
-2012,OHCIP00,"Cincinnati, OH",296204,2903,47,199,931,1726,12,980.07,15.87,67.18,314.31,582.71
-2012,OHCLP00,"Cleveland, OH",393781,5469,85,373,1754,3257,12,1388.84,21.59,94.72,445.43,827.11
-2012,OHCOP00,"Columbus, OH",797384,4808,71,590,1116,3031,12,602.97,8.9,73.99,139.96,380.12
-2012,TXDPD00,"Dallas, TX",1241549,8380,154,486,3647,4093,12,674.96,12.4,39.14,293.75,329.67
-2012,CODPD00,"Denver, CO",628545,3885,39,383,2295,1168,12,618.09,6.2,60.93,365.13,185.83
-2012,MI82349,"Detroit, MI",707096,15023,386,442,9345,4850,12,2124.61,54.59,62.51,1321.6,685.9
-2012,TX07102,"El Paso, TX",675536,2859,23,184,2181,471,12,423.22,3.4,27.24,322.85,69.72
-2012,VA02901,"Fairfax County, VA",1072723,858,16,115,384,343,12,79.98,1.49,10.72,35.8,31.97
-2012,TX22012,"Fort Worth, TX",770101,4526,46,391,2809,1280,12,587.72,5.97,50.77,364.76,166.21
-2012,CA01005,"Fresno, CA",506011,2748,51,54,1628,1015,12,543.07,10.08,10.67,321.73,200.59
-2012,HI00200,"Honolulu, HI",975875,2336,11,165,1246,914,12,239.37,1.13,16.91,127.68,93.66
-2012,TXHPD00,"Houston, TX",2177273,21610,217,665,11343,9385,12,992.53,9.97,30.54,520.97,431.04
-2012,INIPD00,"Indianapolis, IN",838650,9942,97,436,5967,3442,12,1185.48,11.57,51.99,711.5,410.42
-2012,FL01602,"Jacksonville, FL",840660,5189,93,341,3384,1371,12,617.25,11.06,40.56,402.54,163.09
-2012,MOKPD00,"Kansas City, MO",464073,5889,105,257,3879,1648,12,1268.98,22.63,55.38,835.86,355.12
-2012,NV00201,"Las Vegas, NV",1479393,11598,76,596,7102,3824,12,783.97,5.14,40.29,480.06,258.48
-2012,CA01941,"Long Beach, CA",469893,2705,32,115,1319,1239,12,575.66,6.81,24.47,280.7,263.68
-2012,CA01900,"Los Angeles County, CA",1074864,5458,75,161,3732,1490,12,507.79,6.98,14.98,347.21,138.62
-2012,CA01942,"Los Angeles, CA",3855122,18547,299,936,8329,8983,12,481.1,7.76,24.28,216.05,233.01
-2012,KY05680,"Louisville, KY",666200,3989,62,183,2350,1394,12,598.77,9.31,27.47,352.75,209.25
-2012,TNMPD00,"Memphis, TN",657436,11417,134,428,7471,3384,12,1736.59,20.38,65.1,1136.38,514.73
-2012,AZ00717,"Mesa, AZ",451391,1804,14,172,1149,469,12,399.65,3.1,38.1,254.55,103.9
-2012,FL01300,"Miami-Dade County, FL",1144280,6046,81,267,4012,1686,12,528.37,7.08,23.33,350.61,147.34
-2012,FL01306,"Miami, FL",414327,4856,69,65,2626,2096,12,1172.02,16.65,15.69,633.8,505.88
-2012,WIMPD00,"Milwaukee, WI",599395,7932,93,234,4508,3097,12,1323.33,15.52,39.04,752.09,516.69
-2012,MN02711,"Minneapolis, MN",390240,3872,39,403,1711,1719,12,992.21,9.99,103.27,438.45,440.5
-2012,MD01604,"Montgomery County, MD",980160,1795,14,102,850,829,12,183.13,1.43,10.41,86.72,84.58
-2012,TN01901,"Nashville, TN",620886,7314,63,303,5232,1716,12,1177.99,10.15,48.8,842.67,276.38
-2012,NY02900,"Nassau County, NY",1057158,1654,12,56,863,723,12,156.46,1.14,5.3,81.63,68.39
-2012,LANPD00,"New Orleans, LA",362874,2958,193,136,1564,1065,12,815.16,53.19,37.48,431,293.49
-2012,NY03030,"New York City, NY",8289415,52993,419,1162,31211,20201,12,639.29,5.05,14.02,376.52,243.7
-2012,NJNPD00,"Newark, NJ",278906,3220,96,55,1093,1976,12,1154.51,34.42,19.72,391.89,708.48
-2012,CA00109,"Oakland, CA",399487,7963,127,271,3227,4338,12,1993.31,31.79,67.84,807.79,1085.89
-2012,OK05506,"Oklahoma City, OK",595607,5474,85,389,3791,1209,12,919.06,14.27,65.31,636.49,202.99
-2012,NB02802,"Omaha, NE",417970,2485,41,187,1442,815,12,594.54,9.81,44.74,345,194.99
-2012,FL04804,"Orlando, FL",246513,2508,24,103,1778,603,12,1017.39,9.74,41.78,721.26,244.61
-2012,PAPEP00,"Philadelphia, PA",1538957,17853,331,880,8658,7984,12,1160.07,21.51,57.18,562.59,518.79
-2012,AZ00723,"Phoenix, AZ",1485509,9458,123,556,5263,3516,12,636.68,8.28,37.43,354.29,236.69
-2012,PAPPD00,"Pittsburgh, PA",312112,2347,41,47,1125,1134,12,751.97,13.14,15.06,360.45,363.33
-2012,OR02602,"Portland, OR",598037,3093,20,231,1892,950,12,517.19,3.34,38.63,316.37,158.85
-2012,MD01721,"Prince George's County, MD",670946,3955,49,145,1765,1996,12,589.47,7.3,21.61,263.06,297.49
-2012,NC09201,"Raleigh, NC",420594,1780,17,113,985,665,12,423.21,4.04,26.87,234.19,158.11
-2012,CA03404,"Sacramento, CA",476557,3520,34,125,2150,1211,12,738.63,7.13,26.23,451.15,254.11
-2012,UT01803,"Salt Lake City, UT",192465,1302,8,123,854,317,12,676.49,4.16,63.91,443.72,164.71
-2012,TXSPD00,"San Antonio, TX",1380123,6943,89,549,4441,1864,12,503.07,6.45,39.78,321.78,135.06
-2012,CA03711,"San Diego, CA",1338477,5529,47,304,3661,1517,12,413.08,3.51,22.71,273.52,113.34
-2012,CA03801,"San Francisco, CA",820363,5777,69,108,2116,3484,12,704.2,8.41,13.16,257.93,424.69
-2012,CA04313,"San Jose, CA",976459,3547,45,280,2014,1208,12,363.25,4.61,28.68,206.26,123.71
-2012,WASPD00,"Seattle, WA",626865,3782,25,123,2198,1436,12,603.32,3.99,19.62,350.63,229.08
-2012,MOSPD00,"St. Louis, MO",318667,5661,113,199,3571,1778,12,1776.46,35.46,62.45,1120.61,557.95
-2012,NY05101,"Suffolk County, NY",1345578,1790,23,42,1044,681,12,133.03,1.71,3.12,77.59,50.61
-2012,FL02902,"Tampa, FL",350758,2162,23,43,1523,573,12,616.38,6.56,12.26,434.2,163.36
-2012,AZ01003,"Tucson, AZ",531535,3850,42,234,2314,1260,12,724.32,7.9,44.02,435.34,237.05
-2012,OK07205,"Tulsa, OK",398904,3949,42,316,2529,1062,12,989.96,10.53,79.22,633.99,266.23
-2012,VA12800,"Virginia Beach, VA",447588,751,21,57,346,327,12,167.79,4.69,12.73,77.3,73.06
-2012,DCMPD00,"Washington, DC",632323,7448,88,236,3399,3725,12,1177.88,13.92,37.32,537.54,589.1
-2012,KS08703,"Wichita, KS",386409,2896,23,242,2135,496,12,749.46,5.95,62.63,552.52,128.36
-2012,,United States,,1214464,14827,,,,,386.9,4.7,,,
-2013,NM00101,"Albuquerque, NM",558165,4325,37,439,2803,1046,12,774.86,6.63,78.65,502.18,187.4
-2013,TX22001,"Arlington, TX",378765,1837,18,105,1152,562,12,485,4.75,27.72,304.15,148.38
-2013,GAAPD00,"Atlanta, GA",451020,5516,83,105,2965,2363,12,1223.01,18.4,23.28,657.4,523.92
-2013,CO00101,"Aurora, CO",343484,1429,20,224,716,469,12,416.03,5.82,65.21,208.45,136.54
-2013,TX22701,"Austin, TX",859180,3123,26,217,2117,763,12,363.49,3.03,25.26,246.4,88.81
-2013,MD00301,"Baltimore County, MD",822814,4184,20,124,2530,1510,11,508.5,2.43,15.07,307.48,183.52
-2013,MDBPD00,"Baltimore, MD",622671,8725,233,298,4460,3734,12,1401.22,37.42,47.86,716.27,599.67
-2013,MA01301,"Boston, MA",643799,5037,39,279,2851,1868,12,782.39,6.06,43.34,442.84,290.15
-2013,NY01401,"Buffalo, NY",258789,3249,47,145,1735,1322,12,1255.46,18.16,56.03,670.43,510.84
-2013,NC06001,"Charlotte, NC",837638,5093,59,230,2999,1805,12,608.02,7.04,27.46,358.03,215.49
-2013,ILCPD00,"Chicago, IL",2720554,25688,416,1338,12108,11826,12,944.22,15.29,49.18,445.06,434.69
-2013,OHCIP00,"Cincinnati, OH",296491,2858,70,218,958,1612,12,963.94,23.61,73.53,323.11,543.69
-2013,OHCLP00,"Cleveland, OH",389181,5782,58,436,1792,3496,12,1485.68,14.9,112.03,460.45,898.3
-2013,OHCOP00,"Columbus, OH",816364,4446,78,692,1213,2463,12,544.61,9.55,84.77,148.59,301.7
-2013,TXDPD00,"Dallas, TX",1255015,8330,143,543,3442,4202,12,663.74,11.39,43.27,274.26,334.82
-2013,CODPD00,"Denver, CO",648981,4093,41,519,2400,1133,12,630.68,6.32,79.97,369.81,174.58
-2013,MI82349,"Detroit, MI",699889,14501,316,613,8801,4771,12,2071.9,45.15,87.59,1257.49,681.68
-2013,TX07102,"El Paso, TX",679700,2522,10,176,1879,457,12,371.05,1.47,25.89,276.45,67.24
-2013,VA02901,"Fairfax County, VA",1091221,1005,12,172,412,409,12,92.1,1.1,15.76,37.76,37.48
-2013,TX22012,"Fort Worth, TX",789035,4440,49,532,2602,1257,12,562.71,6.21,67.42,329.77,159.31
-2013,CA01005,"Fresno, CA",508876,2552,40,53,1556,903,12,501.5,7.86,10.42,305.77,177.45
-2013,HI00200,"Honolulu, HI",984683,2276,18,221,1294,743,6,231.14,1.83,22.44,131.41,75.46
-2013,TXHPD00,"Houston, TX",2180606,20993,214,618,10270,9891,12,962.71,9.81,28.34,470.97,453.59
-2013,INIPD00,"Indianapolis, IN",850220,10479,129,656,5894,3800,12,1232.5,15.17,77.16,693.23,446.94
-2013,FL01602,"Jacksonville, FL",845745,5246,93,452,3277,1424,12,620.28,11,53.44,387.47,168.37
-2013,MOKPD00,"Kansas City, MO",465514,5876,99,392,3719,1666,12,1262.26,21.27,84.21,798.9,357.88
-2013,NV00201,"Las Vegas, NV",1500455,11374,97,705,6500,4072,12,758.04,6.46,46.99,433.2,271.38
-2013,CA01941,"Long Beach, CA",469665,2346,34,103,1091,1118,12,499.5,7.24,21.93,232.29,238.04
-2013,CA01900,"Los Angeles County, CA",1064190,5323,72,171,3723,1357,12,500.19,6.77,16.07,349.84,127.51
-2013,CA01942,"Los Angeles, CA",3878725,16524,251,764,7624,7885,12,426.02,6.47,19.7,196.56,203.29
-2013,KY05680,"Louisville, KY",671120,3644,48,160,2009,1427,12,542.97,7.15,23.84,299.35,212.63
-2013,TNMPD00,"Memphis, TN",657691,10890,125,458,7173,3134,12,1655.79,19.01,69.64,1090.63,476.52
-2013,AZ00717,"Mesa, AZ",456155,1807,22,203,1104,478,12,396.14,4.82,44.5,242.02,104.79
-2013,FL01300,"Miami-Dade County, FL",1171120,6057,87,448,3661,1861,12,517.2,7.43,38.25,312.61,158.91
-2013,FL01306,"Miami, FL",418394,4945,71,96,2562,2216,12,1181.9,16.97,22.94,612.34,529.64
-2013,WIMPD00,"Milwaukee, WI",600805,8194,104,401,4405,3284,12,1363.84,17.31,66.74,733.18,546.6
-2013,MN02711,"Minneapolis, MN",396206,4038,36,385,1761,1856,12,1019.17,9.09,97.17,444.47,468.44
-2013,MD01604,"Montgomery County, MD",997082,1687,8,134,787,758,12,169.19,0.8,13.44,78.93,76.02
-2013,TN01901,"Nashville, TN",635673,6667,35,463,4556,1613,12,1048.81,5.51,72.84,716.72,253.75
-2013,NY02900,"Nassau County, NY",1058467,1394,12,43,633,706,12,131.7,1.13,4.06,59.8,66.7
-2013,LANPD00,"New Orleans, LA",377022,2965,156,176,1495,1138,12,786.43,41.38,46.68,396.53,301.84
-2013,NY03030,"New York City, NY",8396126,52384,335,1112,31767,19170,12,623.91,3.99,13.24,378.35,228.32
-2013,NJNPD00,"Newark, NJ",278246,3516,112,45,926,2433,12,1263.63,40.25,16.17,332.8,874.41
-2013,CA00109,"Oakland, CA",403887,7984,90,180,2792,4922,12,1976.79,22.28,44.57,691.28,1218.66
-2013,OK05506,"Oklahoma City, OK",605034,4998,62,450,3295,1191,12,826.07,10.25,74.38,544.6,196.85
-2013,NB02802,"Omaha, NE",425076,2449,42,184,1505,718,12,576.13,9.88,43.29,354.05,168.91
-2013,FL04804,"Orlando, FL",253238,2316,17,126,1600,573,12,914.55,6.71,49.76,631.82,226.27
-2013,PAPEP00,"Philadelphia, PA",1553153,17074,247,1279,7986,7562,12,1099.31,15.9,82.35,514.18,486.88
-2013,AZ00723,"Phoenix, AZ",1502139,9492,118,635,5506,3233,12,631.9,7.86,42.27,366.54,215.23
-2013,PAPPD00,"Pittsburgh, PA",307632,2259,45,78,1180,956,12,734.32,14.63,25.35,383.58,310.76
-2013,OR02602,"Portland, OR",609136,2941,14,234,1776,917,12,482.82,2.3,38.42,291.56,150.54
-2013,MD01721,"Prince George's County, MD",677793,3502,51,146,1722,1583,12,516.68,7.52,21.54,254.06,233.55
-2013,NC09201,"Raleigh, NC",428993,1683,12,79,987,605,12,392.31,2.8,18.42,230.07,141.03
-2013,CA03404,"Sacramento, CA",478182,3137,34,95,1850,1158,12,656.03,7.11,19.87,386.88,242.17
-2013,UT01803,"Salt Lake City, UT",190246,1487,7,213,846,421,12,781.62,3.68,111.96,444.69,221.29
-2013,TXSPD00,"San Antonio, TX",1399725,8828,72,663,5901,2192,12,630.7,5.14,47.37,421.58,156.6
-2013,CA03711,"San Diego, CA",1349306,5303,39,316,3492,1456,12,393.02,2.89,23.42,258.8,107.91
-2013,CA03801,"San Francisco, CA",833863,7064,48,161,2653,4202,12,847.14,5.76,19.31,318.16,503.92
-2013,CA04313,"San Jose, CA",992143,3215,38,270,1812,1095,12,324.05,3.83,27.21,182.63,110.37
-2013,WASPD00,"Seattle, WA",642814,3760,18,154,1986,1602,12,584.93,2.8,23.96,308.95,249.22
-2013,MOSPD00,"St. Louis, MO",318563,5077,120,333,3167,1457,12,1593.72,37.67,104.53,994.15,457.37
-2013,NY05101,"Suffolk County, NY",1340833,1599,27,22,930,620,12,119.25,2.01,1.64,69.36,46.24
-2013,FL02902,"Tampa, FL",351314,2097,28,78,1411,580,12,596.9,7.97,22.2,401.64,165.09
-2013,AZ01003,"Tucson, AZ",525486,3368,47,216,2103,1002,12,640.93,8.94,41.1,400.2,190.68
-2013,OK07205,"Tulsa, OK",394498,3827,60,373,2400,994,12,970.09,15.21,94.55,608.37,251.97
-2013,VA12800,"Virginia Beach, VA",450687,738,17,147,269,305,12,163.75,3.77,32.62,59.69,67.67
-2013,DCMPD00,"Washington, DC",646449,7880,103,393,3724,3660,12,1218.97,15.93,60.79,576.07,566.17
-2013,KS08703,"Wichita, KS",386486,3069,15,250,2337,467,12,794.08,3.88,64.69,604.68,120.83
-2013,,United States,,1168298,14319,,,,,369.1,4.5,,,
-2014,NM00101,"Albuquerque, NM",558874,4934,30,402,3121,1381,12,882.85,5.37,71.93,558.44,247.1
-2014,TX22001,"Arlington, TX",382976,1854,13,206,1142,493,12,484.1,3.39,53.79,298.19,128.73
-2014,GAAPD00,"Atlanta, GA",454363,5577,93,151,3004,2329,12,1227.43,20.47,33.23,661.15,512.59
-2014,CO00101,"Aurora, CO",350948,1430,9,273,734,414,12,407.47,2.56,77.79,209.15,117.97
-2014,TX22701,"Austin, TX",903924,3581,32,571,2105,873,12,396.16,3.54,63.17,232.87,96.58
-2014,MD00301,"Baltimore County, MD",828871,4024,25,97,2390,1512,11,485.48,3.02,11.7,288.34,182.42
-2014,MDBPD00,"Baltimore, MD",623513,8346,211,245,4213,3677,12,1338.54,33.84,39.29,675.69,589.72
-2014,MA01301,"Boston, MA",654413,4749,53,280,2736,1680,12,725.69,8.1,42.79,418.08,256.72
-2014,NY01401,"Buffalo, NY",258419,3173,60,173,1663,1277,12,1227.85,23.22,66.95,643.53,494.16
-2014,NC06001,"Charlotte, NC",856916,5054,47,210,3211,1586,12,589.79,5.48,24.51,374.72,185.08
-2014,ILCPD00,"Chicago, IL",2724121,24133,415,1388,12530,9800,12,885.9,15.23,50.95,459.96,359.75
-2014,OHCIP00,"Cincinnati, OH",297671,2719,60,248,1053,1358,12,913.42,20.16,83.31,353.75,456.21
-2014,OHCLP00,"Cleveland, OH",388655,5205,63,495,1655,2992,12,1339.23,16.21,127.36,425.83,769.83
-2014,OHCOP00,"Columbus, OH",830811,4640,85,787,1656,2112,12,558.49,10.23,94.73,199.32,254.21
-2014,TXDPD00,"Dallas, TX",1272396,8457,116,781,3704,3856,12,664.65,9.12,61.38,291.1,303.05
-2014,CODPD00,"Denver, CO",665353,4002,31,471,2412,1088,12,601.49,4.66,70.79,362.51,163.52
-2014,MI82349,"Detroit, MI",684694,13622,298,557,9194,3573,12,1989.5,43.52,81.35,1342.79,521.84
-2014,TX07102,"El Paso, TX",680273,2671,21,335,1900,415,12,392.64,3.09,49.24,279.3,61
-2014,VA02901,"Fairfax County, VA",1101700,969,10,159,400,400,12,87.95,0.91,14.43,36.31,36.31
-2014,TX22012,"Fort Worth, TX",804907,4492,53,570,2729,1140,12,558.08,6.58,70.82,339.05,141.63
-2014,CA01005,"Fresno, CA",513187,2382,47,53,1501,781,12,464.16,9.16,10.33,292.49,152.19
-2014,HI00200,"Honolulu, HI",994034,2273,19,320,1166,768,4,228.66,1.91,32.19,117.3,77.26
-2014,TXHPD00,"Houston, TX",2219933,22008,242,812,10768,10186,12,991.38,10.9,36.58,485.06,458.84
-2014,INIPD00,"Indianapolis, IN",858238,10768,136,573,6251,3808,12,1254.66,15.85,66.76,728.35,443.7
-2014,FL01602,"Jacksonville, FL",856021,5853,96,479,3859,1419,12,683.74,11.21,55.96,450.81,165.77
-2014,MOKPD00,"Kansas City, MO",468417,5892,79,412,3775,1626,12,1257.85,16.87,87.96,805.91,347.13
-2014,NV00201,"Las Vegas, NV",1530899,12876,122,780,7089,4885,12,841.07,7.97,50.95,463.06,319.09
-2014,CA01941,"Long Beach, CA",471123,2304,23,110,1282,889,12,489.04,4.88,23.35,272.12,188.7
-2014,CA01900,"Los Angeles County, CA",1111939,5091,71,201,3539,1280,12,457.85,6.39,18.08,318.27,115.11
-2014,CA01942,"Los Angeles, CA",3906772,19171,260,1126,9836,7949,12,490.71,6.66,28.82,251.77,203.47
-2014,KY05680,"Louisville, KY",677710,4015,56,194,2233,1532,12,592.44,8.26,28.63,329.49,226.06
-2014,TNMPD00,"Memphis, TN",654922,11420,139,519,7477,3285,12,1743.72,21.22,79.25,1141.66,501.59
-2014,AZ00717,"Mesa, AZ",462092,2119,13,252,1385,469,12,458.57,2.81,54.53,299.72,101.49
-2014,FL01300,"Miami-Dade County, FL",1195232,6571,84,421,4231,1835,12,549.77,7.03,35.22,353.99,153.53
-2014,FL01306,"Miami, FL",421996,4473,81,110,2492,1790,12,1059.96,19.19,26.07,590.53,424.17
-2014,WIMPD00,"Milwaukee, WI",600374,8914,86,396,4877,3555,12,1484.74,14.32,65.96,812.33,592.13
-2014,MN02711,"Minneapolis, MN",404461,4093,31,389,1802,1871,12,1011.96,7.66,96.18,445.53,462.59
-2014,MD01604,"Montgomery County, MD",1009176,1648,17,119,892,620,12,163.3,1.68,11.79,88.39,61.44
-2014,TN01901,"Nashville, TN",647689,7289,42,491,5227,1529,12,1125.39,6.48,75.81,807.02,236.07
-2014,NY02900,"Nassau County, NY",1061175,1329,6,103,670,550,12,125.24,0.57,9.71,63.14,51.83
-2014,LANPD00,"New Orleans, LA",387113,3770,150,244,1906,1470,12,973.88,38.75,63.03,492.36,379.73
-2014,NY03030,"New York City, NY",8473938,50564,333,2190,31460,16581,12,596.7,3.93,25.84,371.26,195.67
-2014,NJNPD00,"Newark, NJ",279110,3009,94,49,944,1922,12,1078.07,33.68,17.56,338.22,688.62
-2014,CA00109,"Oakland, CA",409994,6910,80,209,3140,3481,12,1685.39,19.51,50.98,765.86,849.04
-2014,OK05506,"Oklahoma City, OK",617975,4782,45,434,3177,1126,12,773.82,7.28,70.23,514.1,182.21
-2014,NB02802,"Omaha, NE",438465,2458,32,180,1523,723,12,560.59,7.3,41.05,347.35,164.89
-2014,FL04804,"Orlando, FL",259675,2340,15,167,1538,620,12,901.13,5.78,64.31,592.28,238.76
-2014,PAPEP00,"Philadelphia, PA",1559062,15925,248,1207,7500,6970,12,1021.45,15.91,77.42,481.06,447.06
-2014,AZ00723,"Phoenix, AZ",1529852,8749,114,1006,4677,2952,12,571.89,7.45,65.76,305.72,192.96
-2014,PAPPD00,"Pittsburgh, PA",307613,2455,69,91,1309,986,12,798.08,22.43,29.58,425.53,320.53
-2014,OR02602,"Portland, OR",615672,2911,26,262,1776,847,12,472.82,4.22,42.56,288.47,137.57
-2014,MD01721,"Prince George's County, MD",685191,3161,39,171,1490,1461,12,461.33,5.69,24.96,217.46,213.23
-2014,NC09201,"Raleigh, NC",438363,1730,16,82,953,679,5,394.65,3.65,18.71,217.4,154.89
-2014,CA03404,"Sacramento, CA",482767,2968,28,78,1862,1000,12,614.79,5.8,16.16,385.69,207.14
-2014,UT01803,"Salt Lake City, UT",192368,1452,7,223,773,449,12,754.8,3.64,115.92,401.83,233.41
-2014,TXSPD00,"San Antonio, TX",1428465,7704,103,1077,4747,1777,12,539.32,7.21,75.4,332.31,124.4
-2014,CA03711,"San Diego, CA",1368690,5214,32,371,3493,1318,12,380.95,2.34,27.11,255.21,96.3
-2014,CA03801,"San Francisco, CA",850294,6761,45,355,3137,3224,12,795.14,5.29,41.75,368.93,379.16
-2014,CA04313,"San Jose, CA",1009679,3242,32,306,1832,1072,12,321.09,3.17,30.31,181.44,106.17
-2014,WASPD00,"Seattle, WA",663410,4005,26,154,2258,1567,12,603.7,3.92,23.21,340.36,236.2
-2014,MOSPD00,"St. Louis, MO",318574,5348,159,279,3348,1562,12,1678.73,49.91,87.58,1050.93,490.31
-2014,NY05101,"Suffolk County, NY",1341453,1576,29,111,869,567,12,117.48,2.16,8.27,64.78,42.27
-2014,FL02902,"Tampa, FL",357124,2080,28,62,1476,514,12,582.43,7.84,17.36,413.3,143.93
-2014,AZ01003,"Tucson, AZ",527328,3443,35,399,2021,988,12,652.91,6.64,75.66,383.25,187.36
-2014,OK07205,"Tulsa, OK",399556,3217,46,313,1938,920,12,805.14,11.51,78.34,485.04,230.26
-2014,VA12800,"Virginia Beach, VA",451102,667,17,115,285,250,12,147.86,3.77,25.49,63.18,55.42
-2014,DCMPD00,"Washington, DC",658893,7810,105,470,4004,3231,12,1185.32,15.94,71.33,607.69,490.37
-2014,KS08703,"Wichita, KS",387493,2939,21,243,2179,496,12,758.47,5.42,62.71,562.33,128
-2014,,United States,,1153022,14164,,,,,361.6,4.4,,,
-2015,NM00101,"Albuquerque, NM",559721,5406,43,404,3273,1686,,965.84,7.68,72.18,584.76,301.22
-2015,TX22001,"Arlington, TX",387565,1946,8,208,1201,529,,502.11,2.06,53.67,309.88,136.49
-2015,GAAPD00,"Atlanta, GA",464710,5203,94,170,2944,1995,,1119.62,20.23,36.58,633.51,429.3
-2015,CO00101,"Aurora, CO",360237,1660,24,352,837,447,,460.81,6.66,97.71,232.35,124.08
-2015,TX22701,"Austin, TX",938728,3497,23,487,2058,929,,372.53,2.45,51.88,219.23,98.96
-2015,MD00301,"Baltimore County, MD",828871,,,,,,,,,,,
-2015,MDBPD00,"Baltimore, MD",621252,9542,344,287,4598,4313,,1535.93,55.37,46.2,740.12,694.24
-2015,MA01301,"Boston, MA",665258,4702,38,240,2873,1551,,706.79,5.71,36.08,431.86,233.14
-2015,NY01401,"Buffalo, NY",258096,2887,41,173,1640,1033,,1118.58,15.89,67.03,635.42,400.24
-2015,NC06001,"Charlotte, NC",877817,5948,61,216,3724,1947,,677.59,6.95,24.61,424.23,221.8
-2015,ILCPD00,"Chicago, IL",2728695,24663,478,1432,13104,9649,,903.84,17.52,52.48,480.23,353.61
-2015,OHCIP00,"Cincinnati, OH",298478,2761,66,236,1196,1263,,925.03,22.11,79.07,400.7,423.15
-2015,OHCLP00,"Cleveland, OH",388655,,,,,,,,,,,
-2015,OHCOP00,"Columbus, OH",847745,4631,77,806,1508,2240,,546.27,9.08,95.08,177.88,264.23
-2015,TXDPD00,"Dallas, TX",1301977,9038,136,782,3943,4177,,694.18,10.45,60.06,302.85,320.82
-2015,CODPD00,"Denver, CO",682418,4599,53,548,2768,1230,,673.93,7.77,80.3,405.62,180.24
-2015,MI82349,"Detroit, MI",673225,11846,295,530,7564,3457,,1759.59,43.82,78.73,1123.55,513.5
-2015,TX07102,"El Paso, TX",686077,2515,17,322,1766,410,,366.58,2.48,46.93,257.41,59.76
-2015,VA02901,"Fairfax County, VA",1101700,974,14,130,387,443,,88.41,1.27,11.8,35.13,40.21
-2015,TX22012,"Fort Worth, TX",829731,4359,56,516,2806,981,,525.35,6.75,62.19,338.18,118.23
-2015,CA01005,"Fresno, CA",520837,2871,39,167,1653,1012,,551.23,7.49,32.06,317.37,194.3
-2015,HI00200,"Honolulu, HI",999307,2437,15,318,1208,896,,243.87,1.5,31.82,120.88,89.66
-2015,TXHPD00,"Houston, TX",2275221,21994,303,986,10427,10278,,966.68,13.32,43.34,458.29,451.74
-2015,INIPD00,"Indianapolis, IN",863675,11124,148,677,6497,3802,,1287.98,17.14,78.39,752.25,440.21
-2015,FL01602,"Jacksonville, FL",867258,5622,97,471,3656,1398,,648.25,11.18,54.31,421.56,161.2
-2015,MOKPD00,"Kansas City, MO",473373,6709,109,366,4531,1703,,1417.28,23.03,77.32,957.17,359.76
-2015,NV00201,"Las Vegas, NV",1562134,14383,127,1107,8139,5010,,920.73,8.13,70.86,521.02,320.72
-2015,CA01941,"Long Beach, CA",476318,2766,36,177,1499,1054,,580.7,7.56,37.16,314.71,221.28
-2015,CA01900,"Los Angeles County, CA",1111939,5173,98,304,3559,1212,,465.22,8.81,27.34,320.07,109
-2015,CA01942,"Los Angeles, CA",3962726,25156,282,2209,13713,8952,,634.82,7.12,55.74,346.05,225.91
-2015,KY05680,"Louisville, KY",680550,4300,81,205,2469,1545,,631.84,11.9,30.12,362.79,227.02
-2015,TNMPD00,"Memphis, TN",657936,11449,135,530,7653,3131,,1740.14,20.52,80.55,1163.18,475.88
-2015,AZ00717,"Mesa, AZ",471034,1972,16,241,1307,408,,418.65,3.4,51.16,277.47,86.62
-2015,FL01300,"Miami-Dade County, FL",1195232,6179,86,379,4053,1661,,516.97,7.2,31.71,339.1,138.97
-2015,FL01306,"Miami, FL",437969,4473,75,80,2637,1681,,1021.31,17.12,18.27,602.1,383.82
-2015,WIMPD00,"Milwaukee, WI",600400,9583,145,436,5253,3749,,1596.1,24.15,72.62,874.92,624.42
-2015,MN02711,"Minneapolis, MN",413479,4395,47,407,2045,1896,,1062.93,11.37,98.43,494.58,458.55
-2015,MD01604,"Montgomery County, MD",1009176,1964,29,269,1060,606,,194.61,2.87,26.66,105.04,60.05
-2015,TN01901,"Nashville, TN",658029,7245,72,507,4819,1847,,1101.02,10.94,77.05,732.34,280.69
-2015,NY02900,"Nassau County, NY",1061175,1318,13,68,682,555,,124.2,1.23,6.41,64.27,52.3
-2015,LANPD00,"New Orleans, LA",393447,3736,164,409,1666,1497,,949.56,41.68,103.95,423.44,380.48
-2015,NY03030,"New York City, NY",8550861,50088,352,2244,30546,16946,,585.77,4.12,26.24,357.23,198.18
-2015,NJNPD00,"Newark, NJ",279110,3072,107,104,1068,1793,,1100.64,38.34,37.26,382.64,642.4
-2015,CA00109,"Oakland, CA",419481,6051,85,285,2391,3290,,1442.5,20.26,67.94,569.99,784.3
-2015,OK05506,"Oklahoma City, OK",630621,4828,73,480,3083,1192,,765.59,11.58,76.12,488.88,189.02
-2015,NB02802,"Omaha, NE",452252,2329,48,174,1452,655,,514.98,10.61,38.47,321.06,144.83
-2015,FL04804,"Orlando, FL",268438,2525,32,182,1789,522,,940.63,11.92,67.8,666.45,194.46
-2015,PAPEP00,"Philadelphia, PA",1567810,16132,280,1322,7765,6765,,1028.95,17.86,84.32,495.28,431.49
-2015,AZ00723,"Phoenix, AZ",1559744,9261,112,1016,5113,3020,,593.75,7.18,65.14,327.81,193.62
-2015,PAPPD00,"Pittsburgh, PA",306870,2167,57,82,1170,858,,706.16,18.57,26.72,381.27,279.6
-2015,OR02602,"Portland, OR",615672,,,,,,,,,,,
-2015,MD01721,"Prince George's County, MD",685191,3256,66,248,1583,1359,,475.2,9.63,36.19,231.03,198.34
-2015,NC09201,"Raleigh, NC",438363,1676,17,108,873,678,,382.33,3.88,24.64,199.15,154.67
-2015,CA03404,"Sacramento, CA",489717,3611,43,105,2289,1174,,737.36,8.78,21.44,467.41,239.73
-2015,UT01803,"Salt Lake City, UT",191992,1642,8,291,874,469,,855.24,4.17,151.57,455.23,244.28
-2015,TXSPD00,"San Antonio, TX",1463586,8594,94,1049,5465,1986,,587.19,6.42,71.67,373.4,135.69
-2015,CA03711,"San Diego, CA",1400467,5582,37,566,3601,1378,,398.58,2.64,40.42,257.13,98.4
-2015,CA03801,"San Francisco, CA",863782,6710,53,344,2703,3610,,776.82,6.14,39.82,312.93,417.93
-2015,CA04313,"San Jose, CA",1031458,3400,30,375,1855,1140,,329.63,2.91,36.36,179.84,110.52
-2015,WASPD00,"Seattle, WA",683700,4093,23,144,2394,1532,,598.65,3.36,21.06,350.15,224.07
-2015,MOSPD00,"St. Louis, MO",317095,5762,188,263,3521,1790,,1817.12,59.29,82.94,1110.39,564.5
-2015,NY05101,"Suffolk County, NY",1341453,1675,24,79,895,677,,124.86,1.79,5.89,66.72,50.47
-2015,FL02902,"Tampa, FL",364383,2298,34,77,1516,671,,630.66,9.33,21.13,416.05,184.15
-2015,AZ01003,"Tucson, AZ",529675,3472,31,422,1960,1059,,655.5,5.85,79.67,370.04,199.93
-2015,OK07205,"Tulsa, OK",401520,3628,55,365,2354,854,,903.57,13.7,90.9,586.27,212.69
-2015,VA12800,"Virginia Beach, VA",452797,626,19,103,234,270,,138.25,4.2,22.75,51.68,59.63
-2015,DCMPD00,"Washington, DC",672228,8084,162,494,4024,3404,,1202.57,24.1,73.49,598.61,506.38
-2015,KS08703,"Wichita, KS",389824,3839,27,349,2730,733,,984.8,6.93,89.53,700.32,188.03
-2015,,United States,,1197704,15696,,,,,372.6,4.9,,,
+report_year,agency_code,agency_jurisdiction,population,violent_crimes,homicides,rapes,assaults,robberies,months_reported,crimes_percapita,homicides_percapita,rapes_percapita,assaults_percapita,robberies_percapita,sum_violence
+1975,NM00101,"Albuquerque, NM",286238,2383,30,181,1353,819,12,832.52,10.48,63.23,472.68,286.13,
+1975,TX22001,"Arlington, TX",112478,278,5,28,132,113,12,247.16,4.45,24.89,117.36,100.46,
+1975,GAAPD00,"Atlanta, GA",490584,8033,185,443,3518,3887,12,1637.44,37.71,90.3,717.1,792.32,
+1975,CO00101,"Aurora, CO",116656,611,7,44,389,171,12,523.76,6,37.72,333.46,146.58,
+1975,TX22701,"Austin, TX",300400,1215,33,190,463,529,12,404.46,10.99,63.25,154.13,176.1,
+1975,MD00301,"Baltimore County, MD",642154,1259,25,137,347,750,12,196.06,3.89,21.33,54.04,116.79,
+1975,MDBPD00,"Baltimore, MD",864100,16086,259,463,6309,9055,12,1861.59,29.97,53.58,730.12,1047.91,
+1975,MA01301,"Boston, MA",616120,11386,119,453,3036,7778,12,1848.02,19.31,73.52,492.76,1262.42,
+1975,NY01401,"Buffalo, NY",422276,3350,63,192,755,2340,12,793.32,14.92,45.47,178.79,554.14,
+1975,NC06001,"Charlotte, NC",262103,1937,68,71,976,822,12,739.02,25.94,27.09,372.37,313.62,
+1975,ILCPD00,"Chicago, IL",3150000,37160,818,1657,12514,22171,12,1179.68,25.97,52.6,397.27,703.84,
+1975,OHCIP00,"Cincinnati, OH",433367,3578,64,261,1508,1745,12,825.63,14.77,60.23,347.97,402.66,
+1975,OHCLP00,"Cleveland, OH",659931,10403,288,491,2524,7100,12,1576.38,43.64,74.4,382.46,1075.87,
+1975,OHCOP00,"Columbus, OH",572797,3980,62,416,1100,2402,12,694.84,10.82,72.63,192.04,419.35,
+1975,TXDPD00,"Dallas, TX",864665,7655,237,547,3485,3386,12,885.31,27.41,63.26,403.05,391.6,
+1975,CODPD00,"Denver, CO",508140,4960,74,480,1838,2568,12,976.11,14.56,94.46,361.71,505.37,
+1975,MI82349,"Detroit, MI",1432444,30387,633,1424,7013,21317,12,2121.34,44.19,99.41,489.58,1488.16,
+1975,TX07102,"El Paso, TX",369000,1618,21,122,635,840,12,438.48,5.69,33.06,172.09,227.64,
+1975,VA02901,"Fairfax County, VA",487905,805,21,104,247,433,12,164.99,4.3,21.32,50.62,88.75,
+1975,TX22012,"Fort Worth, TX",381275,1939,69,169,494,1207,12,508.56,18.1,44.32,129.57,316.57,
+1975,CA01005,"Fresno, CA",176500,1141,25,84,465,567,12,646.46,14.16,47.59,263.46,321.25,
+1975,HI00200,"Honolulu, HI",705262,1596,58,169,319,1050,12,226.3,8.22,23.96,45.23,148.88,
+1975,TXHPD00,"Houston, TX",1372342,8924,347,588,1567,6422,12,650.28,25.29,42.85,114.18,467.96,
+1975,INIPD00,"Indianapolis, IN",503411,4655,95,351,1117,3092,12,924.69,18.87,69.72,221.89,614.21,
+1975,FL01602,"Jacksonville, FL",542792,4579,91,316,2445,1727,12,843.6,16.77,58.22,450.45,318.17,
+1975,MOKPD00,"Kansas City, MO",489094,6072,114,302,2575,3081,12,1241.48,23.31,61.75,526.48,629.94,
+1975,NV00201,"Las Vegas, NV",249186,2594,37,169,1043,1345,12,1040.99,14.85,67.82,418.56,539.76,
+1975,CA01941,"Long Beach, CA",340758,3189,54,169,1007,1959,12,935.85,15.85,49.6,295.52,574.89,
+1975,CA01900,"Los Angeles County, CA",1022888,9792,138,471,6128,3055,12,957.29,13.49,46.05,599.09,298.66,
+1975,CA01942,"Los Angeles, CA",2729878,30405,554,1768,13493,14590,12,1113.79,20.29,64.76,494.27,534.46,
+1975,KY05680,"Louisville, KY",,,,,,,,,,,,,
+1975,TNMPD00,"Memphis, TN",646483,5429,120,521,1805,2983,12,839.77,18.56,80.59,279.2,461.42,
+1975,AZ00717,"Mesa, AZ",113176,267,2,22,145,98,12,235.92,1.77,19.44,128.12,86.59,
+1975,FL01300,"Miami-Dade County, FL",619795,6702,94,174,4008,2426,11,1081.33,15.17,28.07,646.67,391.42,
+1975,FL01306,"Miami, FL",350742,6213,98,178,3280,2657,12,1771.39,27.94,50.75,935.16,757.54,
+1975,WIMPD00,"Milwaukee, WI",674369,3204,70,146,1020,1968,12,475.11,10.38,21.65,151.25,291.83,
+1975,MN02711,"Minneapolis, MN",405378,3326,47,307,1134,1838,12,820.47,11.59,75.73,279.74,453.4,
+1975,MD01604,"Montgomery County, MD",496092,967,19,84,286,578,12,194.92,3.83,16.93,57.65,116.51,
+1975,TN01901,"Nashville, TN",449600,3158,93,110,952,2003,12,702.4,20.69,24.47,211.74,445.51,
+1975,NY02900,"Nassau County, NY",1100426,993,18,33,256,686,12,90.24,1.64,3,23.26,62.34,
+1975,LANPD00,"New Orleans, LA",571934,5993,158,237,2002,3596,12,1047.85,27.63,41.44,350.04,628.74,
+1975,NY03030,"New York City, NY",7422506,1321,1645,3866,43481,83190,12,1780.83,22.16,52.08,585.8,1120.78,
+1975,NJNPD00,"Newark, NJ",372663,7136,122,297,2444,4273,12,1914.87,32.74,79.7,655.82,1146.61,
+1975,CA00109,"Oakland, CA",337748,5900,111,316,2288,3185,12,1746.86,32.86,93.56,677.43,943.01,
+1975,OK05506,"Oklahoma City, OK",384081,2666,61,249,1364,992,12,694.12,15.88,64.83,355.13,258.28,
+1975,NB02802,"Omaha, NE",391389,2540,36,178,1115,1211,12,648.97,9.2,45.48,284.88,309.41,
+1975,FL04804,"Orlando, FL",118457,1116,21,86,705,304,12,942.11,17.73,72.6,595.15,256.63,
+1975,PAPEP00,"Philadelphia, PA",1883253,1632,435,716,4776,10405,12,867.22,23.1,38.02,253.6,552.5,
+1975,AZ00723,"Phoenix, AZ",668046,4649,75,311,2325,1938,12,695.91,11.23,46.55,348.03,290.1,
+1975,PAPPD00,"Pittsburgh, PA",479083,4967,63,237,1923,2744,12,1036.77,13.15,49.47,401.39,572.76,
+1975,OR02602,"Portland, OR",373126,4076,48,287,1898,1843,12,1092.39,12.86,76.92,508.68,493.94,
+1975,MD01721,"Prince George's County, MD",569452,4147,46,261,1693,2147,12,728.24,8.08,45.83,297.3,377.03,
+1975,NC09201,"Raleigh, NC",149940,721,17,20,463,221,12,480.86,11.34,13.34,308.79,147.39,
+1975,CA03404,"Sacramento, CA",262994,2412,42,155,1087,1128,12,917.13,15.97,58.94,413.32,428.91,
+1975,UT01803,"Salt Lake City, UT",180000,1070,11,99,378,582,12,594.44,6.11,55,210,323.33,
+1975,TXSPD00,"San Antonio, TX",768814,4222,131,275,2086,1730,12,549.16,17.04,35.77,271.33,225.02,
+1975,CA03711,"San Diego, CA",768713,3859,64,229,1367,2199,12,502.01,8.33,29.79,177.83,286.06,
+1975,CA03801,"San Francisco, CA",669977,9137,138,547,2765,5687,12,1363.78,20.6,81.64,412.7,848.84,
+1975,CA04313,"San Jose, CA",549367,2116,40,234,955,887,12,385.17,7.28,42.59,173.84,161.46,
+1975,WASPD00,"Seattle, WA",503500,3971,52,324,1492,2103,12,788.68,10.33,64.35,296.33,417.68,
+1975,MOSPD00,"St. Louis, MO",569000,10563,240,462,3573,6288,12,1856.41,42.18,81.2,627.94,1105.1,
+1975,NY05101,"Suffolk County, NY",1217700,964,13,90,330,531,9,79.17,1.07,7.39,27.1,43.61,
+1975,FL02902,"Tampa, FL",291103,3168,67,162,1545,1394,12,1088.27,23.02,55.65,530.74,478.87,
+1975,AZ01003,"Tucson, AZ",340500,1810,23,137,943,707,12,531.57,6.75,40.23,276.95,207.64,
+1975,OK07205,"Tulsa, OK",347600,1768,39,136,1012,581,12,508.63,11.22,39.13,291.14,167.15,
+1975,VA12800,"Virginia Beach, VA",217192,452,22,38,198,194,12,208.11,10.13,17.5,91.16,89.32,
+1975,DCMPD00,"Washington, DC",716000,12704,235,520,2812,9137,12,1774.3,32.82,72.63,392.74,1276.12,
+1975,KS08703,"Wichita, KS",259240,1137,36,53,408,640,12,438.59,13.89,20.44,157.38,246.88,
+,,,,,,,,,,,,,,,
+1976,NM00101,"Albuquerque, NM",292265,2420,28,186,1335,871,12,828.02,9.58,63.64,456.78,298.02,
+1976,TX22001,"Arlington, TX",107470,274,5,30,140,99,12,254.95,4.65,27.91,130.27,92.12,
+1976,GAAPD00,"Atlanta, GA",457300,7529,154,477,3518,3380,12,1646.4,33.68,104.31,769.3,739.12,
+1976,CO00101,"Aurora, CO",132000,546,2,40,338,166,12,413.64,1.52,30.3,256.06,125.76,
+1976,TX22701,"Austin, TX",284908,1202,24,181,479,518,12,421.89,8.42,63.53,168.12,181.81,
+1976,MD00301,"Baltimore County, MD",642369,1798,19,142,949,688,12,279.9,2.96,22.11,147.73,107.1,
+1976,MDBPD00,"Baltimore, MD",860974,14191,200,460,5776,7755,12,1648.25,23.23,53.43,670.87,900.72,
+1976,MA01301,"Boston, MA",619437,9888,81,392,3290,6125,12,1596.29,13.08,63.28,531.13,988.8,
+1976,NY01401,"Buffalo, NY",425101,3091,54,202,898,1937,12,727.12,12.7,47.52,211.24,455.66,
+1976,NC06001,"Charlotte, NC",274020,1895,52,84,1028,731,12,691.56,18.98,30.65,375.16,266.77,
+1976,ILCPD00,"Chicago, IL",3134499,30640,814,1179,11070,17577,12,977.51,25.97,37.61,353.17,560.76,
+1976,OHCIP00,"Cincinnati, OH",427045,3461,56,263,1617,1525,12,810.45,13.11,61.59,378.65,357.11,
+1976,OHCLP00,"Cleveland, OH",642298,8496,236,498,2309,5453,12,1322.75,36.74,77.53,359.49,848.98,
+1976,OHCOP00,"Columbus, OH",595500,3287,53,328,985,1921,12,551.97,8.9,55.08,165.41,322.59,
+1976,TXDPD00,"Dallas, TX",888450,7244,230,591,3310,3113,12,815.35,25.89,66.52,372.56,350.39,
+1976,CODPD00,"Denver, CO",523676,4107,86,383,1596,2042,12,784.26,16.42,73.14,304.77,389.94,
+1976,MI82349,"Detroit, MI",1334100,29699,663,1230,6593,21213,12,2226.14,49.7,92.2,494.19,1590.06,
+1976,TX07102,"El Paso, TX",361413,1573,25,118,638,792,12,435.24,6.92,32.65,176.53,219.14,
+1976,VA02901,"Fairfax County, VA",524272,708,17,84,270,337,12,135.04,3.24,16.02,51.5,64.28,
+1976,TX22012,"Fort Worth, TX",364302,1732,70,174,503,985,12,475.43,19.21,47.76,138.07,270.38,
+1976,CA01005,"Fresno, CA",177900,1267,28,55,461,723,12,712.2,15.74,30.92,259.13,406.41,
+1976,HI00200,"Honolulu, HI",718424,1696,40,164,380,1112,12,236.07,5.57,22.83,52.89,154.78,
+1976,TXHPD00,"Houston, TX",1477000,8045,321,690,1503,5531,12,544.69,21.73,46.72,101.76,374.48,
+1976,INIPD00,"Indianapolis, IN",494730,4144,68,347,1363,2366,12,837.63,13.74,70.14,275.5,478.24,
+1976,FL01602,"Jacksonville, FL",543839,4443,90,279,2516,1558,12,816.97,16.55,51.3,462.64,286.48,
+1976,MOKPD00,"Kansas City, MO",488012,5578,95,350,2723,2410,12,1143,19.47,71.72,557.98,493.84,
+1976,NV00201,"Las Vegas, NV",265347,2473,35,151,1011,1276,12,931.99,13.19,56.91,381.01,480.88,
+1976,CA01941,"Long Beach, CA",340900,2950,69,200,978,1703,12,865.36,20.24,58.67,286.89,499.56,
+1976,CA01900,"Los Angeles County, CA",1027865,10104,155,564,6662,2723,12,983.01,15.08,54.87,648.14,264.92,
+1976,CA01942,"Los Angeles, CA",2739100,31960,501,2047,15187,14225,12,1166.81,18.29,74.73,554.45,519.33,
+,,,,,,,,,,,,,,,
+1976,TNMPD00,"Memphis, TN",649819,4780,113,472,1766,2429,12,735.59,17.39,72.64,271.77,373.8,
+1976,AZ00717,"Mesa, AZ",100763,311,5,15,202,89,12,308.65,4.96,14.89,200.47,88.33,
+1976,FL01300,"Miami-Dade County, FL",649499,6787,70,216,4562,1939,12,1044.96,10.78,33.26,702.39,298.54,
+1976,FL01306,"Miami, FL",338721,5172,84,145,2630,2313,12,1526.92,24.8,42.81,776.45,682.86,
+1976,WIMPD00,"Milwaukee, WI",652517,2692,57,168,846,1621,12,412.56,8.74,25.75,129.65,248.42,
+1976,MN02711,"Minneapolis, MN",397421,2954,27,300,1220,1407,12,743.29,6.79,75.49,306.98,354.03,
+1976,MD01604,"Montgomery County, MD",480055,932,26,85,257,564,12,194.14,5.42,17.71,53.54,117.49,
+1976,TN01901,"Nashville, TN",445979,2831,74,129,906,1722,12,634.78,16.59,28.93,203.15,386.12,
+1976,NY02900,"Nassau County, NY",1053093,887,20,23,185,659,12,84.23,1.9,2.18,17.57,62.58,
+1976,LANPD00,"New Orleans, LA",557327,4810,170,264,1776,2600,12,863.05,30.5,47.37,318.66,466.51,
+1976,NY03030,"New York City, NY",7530493,134153,1622,3400,42948,86183,12,1781.46,21.54,45.15,570.32,1144.45,
+1976,NJNPD00,"Newark, NJ",367886,6565,99,323,2309,3834,12,1784.52,26.91,87.8,627.64,1042.17,
+1976,CA00109,"Oakland, CA",333100,5514,98,309,2213,2894,12,1655.36,29.42,92.76,664.37,868.81,
+1976,OK05506,"Oklahoma City, OK",376522,2360,36,228,1326,770,12,626.79,9.56,60.55,352.17,204.5,
+1976,NB02802,"Omaha, NE",388592,2008,19,193,1008,788,12,516.74,4.89,49.67,259.4,202.78,
+1976,FL04804,"Orlando, FL",116848,1118,17,98,676,327,12,956.8,14.55,83.87,578.53,279.85,
+1976,PAPEP00,"Philadelphia, PA",1916665,13113,338,764,4225,7786,12,684.16,17.63,39.86,220.43,406.23,
+1976,AZ00723,"Phoenix, AZ",669005,3856,53,240,2078,1485,12,576.38,7.92,35.87,310.61,221.97,
+1976,PAPPD00,"Pittsburgh, PA",487106,4621,62,287,1853,2419,12,948.66,12.73,58.92,380.41,496.61,
+1976,OR02602,"Portland, OR",379818,4304,39,322,2030,1913,12,1133.17,10.27,84.78,534.47,503.66,
+1976,MD01721,"Prince George's County, MD",578318,3869,37,280,1611,1941,12,669.01,6.4,48.42,278.57,335.63,
+1976,NC09201,"Raleigh, NC",148093,531,11,29,353,138,12,358.56,7.43,19.58,238.36,93.18,
+1976,CA03404,"Sacramento, CA",260700,2799,52,192,1368,1187,12,1073.65,19.95,73.65,524.74,455.31,
+1976,UT01803,"Salt Lake City, UT",175400,959,11,102,364,482,12,546.75,6.27,58.15,207.53,274.8,
+1976,TXSPD00,"San Antonio, TX",753069,3285,119,263,1641,1262,12,436.22,15.8,34.92,217.91,167.58,
+1976,CA03711,"San Diego, CA",773400,4118,59,233,1555,2271,12,532.45,7.63,30.13,201.06,293.64,
+1976,CA03801,"San Francisco, CA",665000,10756,130,619,3379,6628,12,1617.44,19.55,93.08,508.12,996.69,
+1976,CA04313,"San Jose, CA",557700,2523,37,296,1223,967,12,452.39,6.63,53.08,219.29,173.39,
+1976,WASPD00,"Seattle, WA",503500,4128,42,322,1601,2163,12,819.86,8.34,63.95,317.97,429.59,
+1976,MOSPD00,"St. Louis, MO",534206,9574,182,489,3600,5303,12,1792.19,34.07,91.54,673.9,992.69,
+1976,NY05101,"Suffolk County, NY",1177192,1810,34,126,671,979,12,153.76,2.89,10.7,57,83.16,
+1976,FL02902,"Tampa, FL",274568,2935,42,162,1706,1025,12,1068.95,15.3,59,621.34,373.31,
+1976,AZ01003,"Tucson, AZ",340927,1464,24,136,750,554,12,429.42,7.04,39.89,219.99,162.5,
+1976,OK07205,"Tulsa, OK",349516,1747,27,131,1197,392,12,499.83,7.72,37.48,342.47,112.16,
+1976,VA12800,"Virginia Beach, VA",216176,481,12,59,253,157,12,222.5,5.55,27.29,117.03,72.63,
+1976,DCMPD00,"Washington, DC",702000,10399,188,508,2659,7044,12,1481.34,26.78,72.36,378.77,1003.42,
+1976,KS08703,"Wichita, KS",256455,1114,19,111,470,514,12,434.38,7.41,43.28,183.27,200.43,
+,,,,,,,,,,,,,,,
+1977,NM00101,"Albuquerque, NM",292341,2390,31,207,1398,754,12,817.54,10.6,70.81,478.21,257.92,
+1977,TX22001,"Arlington, TX",112994,389,4,34,266,85,12,344.27,3.54,30.09,235.41,75.23,
+1977,GAAPD00,"Atlanta, GA",440300,7595,138,510,3593,3354,12,1724.96,31.34,115.83,816.03,761.75,
+1977,CO00101,"Aurora, CO",137200,585,3,42,374,166,12,426.38,2.19,30.61,272.59,120.99,
+1977,TX22701,"Austin, TX",321900,1260,33,187,528,512,12,391.43,10.25,58.09,164.03,159.06,
+1977,MD00301,"Baltimore County, MD",643363,4010,22,162,3109,717,12,623.29,3.42,25.18,483.24,111.45,
+1977,MDBPD00,"Baltimore, MD",827494,14283,171,499,6050,7563,12,1726.05,20.66,60.3,731.12,913.96,
+1977,MA01301,"Boston, MA",619321,9422,75,408,3284,5655,12,1521.34,12.11,65.88,530.26,913.1,
+1977,NY01401,"Buffalo, NY",415352,3945,45,236,1842,1822,12,949.8,10.83,56.82,443.48,438.66,
+1977,NC06001,"Charlotte, NC",262314,2245,47,119,1465,614,12,855.84,17.92,45.37,558.49,234.07,
+1977,ILCPD00,"Chicago, IL",3086806,28873,823,1227,10311,16512,12,935.37,26.66,39.75,334.03,534.92,
+1977,OHCIP00,"Cincinnati, OH",423671,3439,72,291,1451,1625,12,811.71,16.99,68.69,342.48,383.55,
+1977,OHCLP00,"Cleveland, OH",638793,9421,249,508,2198,6466,12,1474.81,38.98,79.52,344.09,1012.22,
+1977,OHCOP00,"Columbus, OH",568800,3238,69,331,1086,1752,12,569.27,12.13,58.19,190.93,308.02,
+1977,TXDPD00,"Dallas, TX",873700,8899,224,637,4401,3637,12,1018.54,25.64,72.91,503.72,416.28,
+1977,CODPD00,"Denver, CO",520200,5032,73,466,2005,2488,12,967.32,14.03,89.58,385.43,478.28,
+1977,MI82349,"Detroit, MI",1316352,24070,479,1277,6482,15832,12,1828.54,36.39,97.01,492.42,1202.72,
+1977,TX07102,"El Paso, TX",386000,1560,32,107,597,824,12,404.15,8.29,27.72,154.66,213.47,
+1977,VA02901,"Fairfax County, VA",517610,841,13,89,320,419,12,162.48,2.51,17.19,61.82,80.95,
+1977,TX22012,"Fort Worth, TX",383028,2561,102,208,1119,1132,12,668.62,26.63,54.3,292.15,295.54,
+1977,CA01005,"Fresno, CA",182629,1673,52,71,592,958,12,916.06,28.47,38.88,324.15,524.56,
+1977,HI00200,"Honolulu, HI",721983,1660,46,176,357,1081,12,229.92,6.37,24.38,49.45,149.73,
+1977,TXHPD00,"Houston, TX",1613303,9304,376,965,1810,6153,12,576.71,23.31,59.82,112.19,381.39,
+1977,INIPD00,"Indianapolis, IN",509000,3785,80,346,1220,2139,12,743.61,15.72,67.98,239.69,420.24,
+1977,FL01602,"Jacksonville, FL",528698,4171,77,299,2329,1466,12,788.92,14.56,56.55,440.52,277.28,
+1977,MOKPD00,"Kansas City, MO",492055,5616,97,325,2868,2326,12,1141.34,19.71,66.05,582.86,472.71,
+1977,NV00201,"Las Vegas, NV",279791,2729,59,183,1068,1419,12,975.37,21.09,65.41,381.71,507.16,
+1977,CA01941,"Long Beach, CA",346662,3391,75,226,1094,1996,12,978.19,21.63,65.19,315.58,575.78,
+1977,CA01900,"Los Angeles County, CA",1040180,10589,173,631,6822,2963,12,1018,16.63,60.66,655.85,284.85,
+1977,CA01942,"Los Angeles, CA",2785393,33676,576,2339,15515,15246,12,1209.02,20.68,83.97,557.01,547.36,
+,,,,,,,,,,,,,,,
+1977,TNMPD00,"Memphis, TN",667150,5231,105,581,1796,2749,12,784.08,15.74,87.09,269.2,412.05,
+1977,AZ00717,"Mesa, AZ",116400,385,4,34,264,83,12,330.76,3.44,29.21,226.8,71.31,
+1977,FL01300,"Miami-Dade County, FL",657954,7204,90,277,4676,2161,12,1094.91,13.68,42.1,710.69,328.44,
+1977,FL01306,"Miami, FL",333713,5346,84,178,2637,2447,12,1601.98,25.17,53.34,790.2,733.26,
+1977,WIMPD00,"Milwaukee, WI",640489,2535,54,213,879,1389,12,395.79,8.43,33.26,137.24,216.87,
+1977,MN02711,"Minneapolis, MN",390294,3130,38,324,1116,1652,12,801.96,9.74,83.01,285.94,423.27,
+1977,MD01604,"Montgomery County, MD",491003,916,14,105,313,484,12,186.56,2.85,21.38,63.75,98.57,
+1977,TN01901,"Nashville, TN",456589,2957,82,187,1000,1688,12,647.63,17.96,40.96,219.02,369.7,
+1977,NY02900,"Nassau County, NY",1044946,1058,19,48,257,734,12,101.25,1.82,4.59,24.59,70.24,
+1977,LANPD00,"New Orleans, LA",587776,5947,173,360,2135,3279,12,1011.78,29.43,61.25,363.23,557.87,
+1977,NY03030,"New York City, NY",7481613,121916,1557,3899,42056,74404,12,1629.54,20.81,52.11,562.12,994.49,
+1977,NJNPD00,"Newark, NJ",351412,6175,92,324,2556,3203,12,1757.2,26.18,92.2,727.35,911.47,
+1977,CA00109,"Oakland, CA",339264,5764,94,366,2267,3037,12,1698.97,27.71,107.88,668.21,895.17,
+1977,OK05506,"Oklahoma City, OK",373570,2695,67,251,1602,775,12,721.42,17.94,67.19,428.84,207.46,
+1977,NB02802,"Omaha, NE",367281,1918,31,172,906,809,12,522.22,8.44,46.83,246.68,220.27,
+1977,FL04804,"Orlando, FL",118374,1143,15,85,769,274,12,965.58,12.67,71.81,649.64,231.47,
+1977,PAPEP00,"Philadelphia, PA",1897706,12047,323,771,3954,6999,12,634.82,17.02,40.63,208.36,368.81,
+1977,AZ00723,"Phoenix, AZ",682200,4295,70,316,2315,1594,12,629.58,10.26,46.32,339.34,233.66,
+1977,PAPPD00,"Pittsburgh, PA",482413,4572,52,252,1729,2539,12,947.74,10.78,52.24,358.41,526.31,
+1977,OR02602,"Portland, OR",385230,3973,41,337,1892,1703,12,1031.33,10.64,87.48,491.14,442.07,
+1977,MD01721,"Prince George's County, MD",550201,3724,51,264,1476,1933,12,676.84,9.27,47.98,268.27,351.33,
+1977,NC09201,"Raleigh, NC",152840,571,10,39,402,120,12,373.59,6.54,25.52,263.02,78.51,
+1977,CA03404,"Sacramento, CA",265220,2915,41,205,1393,1276,12,1099.09,15.46,77.29,525.22,481.11,
+1977,UT01803,"Salt Lake City, UT",180122,1064,12,112,461,479,12,590.71,6.66,62.18,255.94,265.93,
+1977,TXSPD00,"San Antonio, TX",764217,3755,146,273,1876,1460,12,491.35,19.1,35.72,245.48,191.05,
+1977,CA03711,"San Diego, CA",788621,4414,50,298,1585,2481,12,559.71,6.34,37.79,200.98,314.6,
+1977,CA03801,"San Francisco, CA",676625,9367,141,595,3208,5423,12,1384.37,20.84,87.94,474.12,801.48,
+1977,CA04313,"San Jose, CA",568303,2670,41,322,1276,1031,12,469.82,7.21,56.66,224.53,181.42,
+1977,WASPD00,"Seattle, WA",500000,4156,35,370,1987,1764,12,831.2,7,74,397.4,352.8,
+1977,MOSPD00,"St. Louis, MO",512059,9726,195,473,4115,4943,12,1899.39,38.08,92.37,803.62,965.32,
+1977,NY05101,"Suffolk County, NY",1140882,2042,30,133,861,1018,12,178.98,2.63,11.66,75.47,89.23,
+1977,FL02902,"Tampa, FL",264848,3194,31,195,1906,1062,12,1205.97,11.7,73.63,719.66,400.98,
+1977,AZ01003,"Tucson, AZ",306500,1578,35,116,877,550,12,514.85,11.42,37.85,286.13,179.45,
+1977,OK07205,"Tulsa, OK",352674,1850,28,172,1161,489,12,524.56,7.94,48.77,329.2,138.65,
+1977,VA12800,"Virginia Beach, VA",235324,463,16,80,215,152,12,196.75,6.8,34,91.36,64.59,
+1977,DCMPD00,"Washington, DC",690000,9843,192,402,2594,6655,12,1426.52,27.83,58.26,375.94,964.49,
+1977,KS08703,"Wichita, KS",261732,1397,34,121,527,715,12,533.75,12.99,46.23,201.35,273.18,
+,,,,,,,,,,,,,,,
+1978,NM00101,"Albuquerque, NM",291834,2434,37,187,1516,694,12,834.04,12.68,64.08,519.47,237.81,
+1978,TX22001,"Arlington, TX",121750,450,6,43,269,132,12,369.61,4.93,35.32,220.94,108.42,
+1978,GAAPD00,"Atlanta, GA",456000,8845,144,592,3990,4119,12,1939.69,31.58,129.82,875,903.29,
+1978,CO00101,"Aurora, CO",131499,831,12,83,504,232,12,631.94,9.13,63.12,383.27,176.43,
+1978,TX22701,"Austin, TX",331557,1413,35,194,549,635,12,426.17,10.56,58.51,165.58,191.52,
+1978,MD00301,"Baltimore County, MD",641120,4600,27,168,3587,818,12,717.49,4.21,26.2,559.49,127.59,
+1978,MDBPD00,"Baltimore, MD",781730,14659,197,554,5811,8097,12,1875.2,25.2,70.87,743.35,1035.78,
+1978,MA01301,"Boston, MA",616225,10035,72,475,3853,5635,12,1628.46,11.68,77.08,625.26,914.44,
+1978,NY01401,"Buffalo, NY",391695,3181,44,221,1195,1721,12,812.11,11.23,56.42,305.08,439.37,
+1978,NC06001,"Charlotte, NC",309101,2435,51,114,1561,709,12,787.77,16.5,36.88,505.01,229.37,
+1978,ILCPD00,"Chicago, IL",3086699,27686,787,1341,10325,15233,12,896.95,25.5,43.44,334.5,493.5,
+1978,OHCIP00,"Cincinnati, OH",405324,3303,57,287,1659,1300,12,814.9,14.06,70.81,409.3,320.73,
+1978,OHCLP00,"Cleveland, OH",614512,9697,213,507,2623,6354,12,1578,34.66,82.5,426.84,1033.99,
+1978,OHCOP00,"Columbus, OH",578338,3353,67,309,1054,1923,12,579.76,11.58,53.43,182.25,332.5,
+1978,TXDPD00,"Dallas, TX",871832,9884,230,822,4997,3835,12,1133.7,26.38,94.28,573.16,439.88,
+1978,CODPD00,"Denver, CO",485547,4877,97,577,1841,2362,12,1004.43,19.98,118.84,379.16,486.46,
+1978,MI82349,"Detroit, MI",1294359,21602,498,1288,7533,12283,12,1668.93,38.47,99.51,581.99,948.96,
+1978,TX07102,"El Paso, TX",399000,1490,21,121,573,775,12,373.43,5.26,30.33,143.61,194.24,
+1978,VA02901,"Fairfax County, VA",522890,917,17,94,314,492,12,175.37,3.25,17.98,60.05,94.09,
+1978,TX22012,"Fort Worth, TX",375860,2670,86,265,1101,1218,12,710.37,22.88,70.5,292.93,324.06,
+1978,CA01005,"Fresno, CA",194774,1997,42,114,739,1102,12,1025.29,21.56,58.53,379.41,565.78,
+1978,HI00200,"Honolulu, HI",725259,2044,38,187,346,1473,12,281.83,5.24,25.78,47.71,203.1,
+1978,TXHPD00,"Houston, TX",1486489,10852,484,1098,1918,7352,12,730.04,32.56,73.87,129.03,494.59,
+1978,INIPD00,"Indianapolis, IN",513271,3733,76,341,1353,1963,12,727.3,14.81,66.44,263.6,382.45,
+1978,FL01602,"Jacksonville, FL",523199,4368,79,278,2664,1347,12,834.86,15.1,53.13,509.18,257.45,
+1978,MOKPD00,"Kansas City, MO",463931,5029,115,342,2708,1864,12,1084,24.79,73.72,583.71,401.78,
+1978,NV00201,"Las Vegas, NV",288865,2886,54,192,1092,1548,12,999.08,18.69,66.47,378.03,535.89,
+1978,CA01941,"Long Beach, CA",344154,3688,68,246,1244,2130,12,1071.61,19.76,71.48,361.47,618.91,
+1978,CA01900,"Los Angeles County, CA",972663,10766,180,595,7062,2929,12,1106.86,18.51,61.17,726.05,301.13,
+1978,CA01942,"Los Angeles, CA",2787525,36797,651,2467,16574,17105,12,1320.06,23.35,88.5,594.58,613.63,
+1978,KY05680,"Louisville, KY",,,,,,,,,,,,,
+1978,TNMPD00,"Memphis, TN",683112,5412,113,664,1738,2897,12,792.26,16.54,97.2,254.42,424.09,
+1978,AZ00717,"Mesa, AZ",124937,493,4,40,328,121,12,394.6,3.2,32.02,262.53,96.85,
+1978,FL01300,"Miami-Dade County, FL",669511,8437,96,334,5576,2431,12,1260.17,14.34,49.89,832.85,363.1,
+1978,FL01306,"Miami, FL",330060,6272,96,207,3137,2832,12,1900.26,29.09,62.72,950.43,858.03,
+1978,WIMPD00,"Milwaukee, WI",623657,2438,48,288,890,1212,12,390.92,7.7,46.18,142.71,194.34,
+1978,MN02711,"Minneapolis, MN",374800,3098,26,307,1077,1688,12,826.57,6.94,81.91,287.35,450.37,
+1978,MD01604,"Montgomery County, MD",525247,1138,10,110,488,530,12,216.66,1.9,20.94,92.91,100.9,
+1978,TN01901,"Nashville, TN",452440,3153,81,217,1083,1772,12,696.89,17.9,47.96,239.37,391.65,
+1978,NY02900,"Nassau County, NY",1100131,1005,13,23,293,676,12,91.35,1.18,2.09,26.63,61.45,
+1978,LANPD00,"New Orleans, LA",559160,7635,216,406,2849,4164,12,1365.44,38.63,72.61,509.51,744.69,
+1978,NY03030,"New York City, NY",7242886,122685,1503,3882,43271,74029,12,1693.87,20.75,53.6,597.43,1022.09,
+1978,NJNPD00,"Newark, NJ",325679,6843,109,315,2737,3682,12,2101.15,33.47,96.72,840.4,1130.56,
+1978,CA00109,"Oakland, CA",327756,5374,97,351,2152,2774,12,1639.63,29.6,107.09,656.59,846.36,
+1978,OK05506,"Oklahoma City, OK",381184,3607,67,314,2203,1023,12,946.26,17.58,82.37,577.94,268.37,
+1978,NB02802,"Omaha, NE",364446,1856,24,162,792,878,12,509.27,6.59,44.45,217.32,240.91,
+1978,FL04804,"Orlando, FL",118393,1620,13,107,1090,410,12,1368.32,10.98,90.38,920.66,346.3,
+1978,PAPEP00,"Philadelphia, PA",1885533,12369,352,724,4224,7069,12,655.99,18.67,38.4,224.02,374.91,
+1978,AZ00723,"Phoenix, AZ",696763,5401,88,463,2819,2031,12,775.16,12.63,66.45,404.59,291.49,
+1978,PAPPD00,"Pittsburgh, PA",479443,4818,66,231,1475,3046,12,1004.92,13.77,48.18,307.65,635.32,
+1978,OR02602,"Portland, OR",362497,4017,34,371,1838,1774,12,1108.15,9.38,102.35,507.04,489.38,
+1978,MD01721,"Prince George's County, MD",554087,3967,36,316,1617,1998,12,715.95,6.5,57.03,291.83,360.59,
+1978,NC09201,"Raleigh, NC",150124,645,12,48,412,173,12,429.64,7.99,31.97,274.44,115.24,
+1978,CA03404,"Sacramento, CA",261465,3198,61,218,1337,1582,12,1223.11,23.33,83.38,511.35,605.05,
+1978,UT01803,"Salt Lake City, UT",185000,1062,21,131,459,451,12,574.05,11.35,70.81,248.11,243.78,
+1978,TXSPD00,"San Antonio, TX",816780,3446,136,304,1568,1438,12,421.9,16.65,37.22,191.97,176.06,
+1978,CA03711,"San Diego, CA",797293,4520,68,316,1606,2530,12,566.92,8.53,39.63,201.43,317.32,
+1978,CA03801,"San Francisco, CA",658611,10509,118,583,3299,6509,12,1595.63,17.92,88.52,500.9,988.29,
+1978,CA04313,"San Jose, CA",587621,2755,44,367,1189,1155,12,468.84,7.49,62.46,202.34,196.56,
+1978,WASPD00,"Seattle, WA",489961,4900,54,360,2229,2257,12,1000.08,11.02,73.48,454.93,460.65,
+1978,MOSPD00,"St. Louis, MO",525123,10095,210,497,4363,5025,12,1922.41,39.99,94.64,830.85,956.92,
+1978,NY05101,"Suffolk County, NY",1157014,2523,21,142,1255,1105,12,218.06,1.82,12.27,108.47,95.5,
+1978,FL02902,"Tampa, FL",263175,3510,41,253,2136,1080,12,1333.71,15.58,96.13,811.63,410.37,
+1978,AZ01003,"Tucson, AZ",309200,1654,26,155,889,584,12,534.93,8.41,50.13,287.52,188.87,
+1978,OK07205,"Tulsa, OK",356000,2160,45,193,1313,609,12,606.74,12.64,54.21,368.82,171.07,
+1978,VA12800,"Virginia Beach, VA",240654,465,3,67,225,170,12,193.22,1.25,27.84,93.5,70.64,
+1978,DCMPD00,"Washington, DC",674000,9515,189,447,2546,6333,12,1411.72,28.04,66.32,377.74,939.61,
+1978,KS08703,"Wichita, KS",260642,1231,25,133,531,542,12,472.3,9.59,51.03,203.73,207.95,
+1978,,United States,,1085550,19560,,,,,497.8,9,,,,
+1979,NM00101,"Albuquerque, NM",302120,2679,47,215,1602,815,12,886.73,15.56,71.16,530.25,269.76,
+1979,TX22001,"Arlington, TX",130265,626,11,52,373,190,12,480.56,8.44,39.92,286.34,145.86,
+1979,GAAPD00,"Atlanta, GA",423103,10715,231,656,4639,5189,12,2532.48,54.6,155.04,1096.42,1226.42,
+1979,CO00101,"Aurora, CO",134224,1033,9,78,595,351,12,769.61,6.71,58.11,443.29,261.5,
+1979,TX22701,"Austin, TX",337727,1495,43,216,659,577,12,442.67,12.73,63.96,195.13,170.85,
+1979,MD00301,"Baltimore County, MD",639872,5041,21,182,3782,1056,12,787.81,3.28,28.44,591.06,165.03,
+1979,MDBPD00,"Baltimore, MD",790901,15523,245,564,6232,8482,12,1962.7,30.98,71.31,787.96,1072.45,
+1979,MA01301,"Boston, MA",599582,11392,92,464,4236,6600,12,1899.99,15.34,77.39,706.49,1100.77,
+1979,NY01401,"Buffalo, NY",383915,3857,52,265,1582,1958,12,1004.65,13.54,69.03,412.07,510.01,
+1979,NC06001,"Charlotte, NC",300569,2485,50,115,1617,703,12,826.77,16.64,38.26,537.98,233.89,
+1979,ILCPD00,"Chicago, IL",3060801,27807,856,1655,10832,14464,12,908.49,27.97,54.07,353.89,472.56,
+1979,OHCIP00,"Cincinnati, OH",404661,3808,50,282,1814,1662,12,941.03,12.36,69.69,448.28,410.71,
+1979,OHCLP00,"Cleveland, OH",601381,9736,274,612,3090,5760,12,1618.94,45.56,101.77,513.82,957.8,
+1979,OHCOP00,"Columbus, OH",534052,4242,69,423,1305,2445,12,794.3,12.92,79.21,244.36,457.82,
+1979,TXDPD00,"Dallas, TX",882225,11453,307,983,5707,4456,12,1298.19,34.8,111.42,646.89,505.09,
+1979,CODPD00,"Denver, CO",486407,5118,66,626,2169,2257,12,1052.21,13.57,128.7,445.92,464.01,
+1979,MI82349,"Detroit, MI",1258924,21021,452,1369,7787,11413,12,1669.76,35.9,108.74,618.54,906.57,
+1979,TX07102,"El Paso, TX",413244,2245,33,175,1224,813,12,543.26,7.99,42.35,296.19,196.74,
+1979,VA02901,"Fairfax County, VA",519384,882,11,124,282,465,12,169.82,2.12,23.87,54.3,89.53,
+1979,TX22012,"Fort Worth, TX",384582,3799,99,345,1572,1783,12,987.83,25.74,89.71,408.76,463.62,
+1979,CA01005,"Fresno, CA",194849,1976,43,148,776,1009,12,1014.12,22.07,75.96,398.26,517.84,
+1979,HI00200,"Honolulu, HI",734368,2196,48,223,357,1568,12,299.03,6.54,30.37,48.61,213.52,
+1979,TXHPD00,"Houston, TX",1619644,14216,654,1481,2770,9311,12,877.72,40.38,91.44,171.03,574.88,
+1979,INIPD00,"Indianapolis, IN",513877,4178,92,439,1594,2053,12,813.04,17.9,85.43,310.19,399.51,
+1979,FL01602,"Jacksonville, FL",546419,4903,73,372,2903,1555,12,897.3,13.36,68.08,531.28,284.58,
+1979,MOKPD00,"Kansas City, MO",462914,5942,119,436,2736,2651,12,1283.61,25.71,94.19,591.04,572.68,
+1979,NV00201,"Las Vegas, NV",324220,3210,75,198,1046,1891,12,990.07,23.13,61.07,322.62,583.25,
+1979,CA01941,"Long Beach, CA",349158,3990,61,278,1373,2278,12,1142.75,17.47,79.62,393.23,652.43,
+1979,CA01900,"Los Angeles County, CA",911864,11529,201,694,7141,3493,12,1264.33,22.04,76.11,783.12,383.06,
+1979,CA01942,"Los Angeles, CA",2863412,43372,786,2508,19624,20454,12,1514.7,27.45,87.59,685.34,714.32,
+1979,KY05680,"Louisville, KY",,,,,,,,,,,,,
+1979,TNMPD00,"Memphis, TN",682110,5785,103,704,1678,3300,12,848.1,15.1,103.21,246,483.79,
+1979,AZ00717,"Mesa, AZ",115498,755,2,53,547,153,12,653.69,1.73,45.89,473.6,132.47,
+1979,FL01300,"Miami-Dade County, FL",677573,9508,129,428,5719,3232,12,1403.24,19.04,63.17,844.04,477,
+1979,FL01306,"Miami, FL",362840,6825,134,261,3040,3390,12,1880.99,36.93,71.93,837.83,934.3,
+1979,WIMPD00,"Milwaukee, WI",645097,3039,63,283,1101,1592,12,471.09,9.77,43.87,170.67,246.78,
+1979,MN02711,"Minneapolis, MN",363899,3899,30,327,1554,1988,12,1071.45,8.24,89.86,427.04,546.31,
+1979,MD01604,"Montgomery County, MD",522756,1241,17,130,534,560,12,237.4,3.25,24.87,102.15,107.12,
+1979,TN01901,"Nashville, TN",444443,3251,89,266,1180,1716,12,731.48,20.03,59.85,265.5,386.1,
+1979,NY02900,"Nassau County, NY",1105718,1257,20,39,425,773,12,113.68,1.81,3.53,38.44,69.91,
+1979,LANPD00,"New Orleans, LA",567656,8894,242,423,2953,5276,12,1566.79,42.63,74.52,520.21,929.44,
+1979,NY03030,"New York City, NY",7109420,132383,1733,3875,44203,82572,12,1862.08,24.38,54.51,621.75,1161.44,
+1979,NJNPD00,"Newark, NJ",315818,9647,129,417,3001,6100,12,3054.61,40.85,132.04,950.23,1931.49,
+1979,CA00109,"Oakland, CA",344686,6064,106,373,2513,3072,12,1759.28,30.75,108.21,729.07,891.25,
+1979,OK05506,"Oklahoma City, OK",381348,3812,83,311,2230,1188,12,999.61,21.76,81.55,584.77,311.53,
+1979,NB02802,"Omaha, NE",370326,2017,40,193,830,954,12,544.66,10.8,52.12,224.13,257.61,
+1979,FL04804,"Orlando, FL",121515,1726,17,133,1080,496,12,1420.4,13.99,109.45,888.78,408.18,
+1979,PAPEP00,"Philadelphia, PA",1757368,14537,385,838,4476,8838,12,827.2,21.91,47.68,254.7,502.91,
+1979,AZ00723,"Phoenix, AZ",718216,5803,91,477,2898,2337,12,807.97,12.67,66.41,403.5,325.39,
+1979,PAPPD00,"Pittsburgh, PA",439407,4649,68,263,1566,2752,12,1058.02,15.48,59.85,356.39,626.3,
+1979,OR02602,"Portland, OR",406525,4558,39,435,2297,1787,12,1121.21,9.59,107,565.03,439.58,
+1979,MD01721,"Prince George's County, MD",559514,4538,48,346,1868,2276,12,811.06,8.58,61.84,333.86,406.78,
+1979,NC09201,"Raleigh, NC",140285,804,17,46,539,202,12,573.12,12.12,32.79,384.22,143.99,
+1979,CA03404,"Sacramento, CA",274300,3212,44,219,1309,1640,12,1170.98,16.04,79.84,477.21,597.89,
+1979,UT01803,"Salt Lake City, UT",180189,1119,18,155,451,495,12,621.01,9.99,86.02,250.29,274.71,
+1979,TXSPD00,"San Antonio, TX",829138,4088,171,367,1861,1689,12,493.04,20.62,44.26,224.45,203.71,
+1979,CA03711,"San Diego, CA",829322,5436,96,331,2125,2884,12,655.48,11.58,39.91,256.23,347.75,
+1979,CA03801,"San Francisco, CA",659176,11041,112,664,3571,6694,12,1674.97,16.99,100.73,541.74,1015.51,
+1979,CA04313,"San Jose, CA",604993,3236,44,407,1427,1358,12,534.88,7.27,67.27,235.87,224.47,
+1979,WASPD00,"Seattle, WA",521590,4857,37,421,2328,2071,12,931.19,7.09,80.71,446.33,397.06,
+1979,MOSPD00,"St. Louis, MO",505451,10774,265,555,4568,5386,12,2131.56,52.43,109.8,903.75,1065.58,
+1979,NY05101,"Suffolk County, NY",1165851,3023,26,178,1708,1111,12,259.3,2.23,15.27,146.5,95.3,
+1979,FL02902,"Tampa, FL",277203,4206,37,308,2549,1312,12,1517.3,13.35,111.11,919.54,473.3,
+1979,AZ01003,"Tucson, AZ",315978,2029,14,184,1134,697,12,642.13,4.43,58.23,358.89,220.58,
+1979,OK07205,"Tulsa, OK",343258,2326,44,196,1435,651,12,677.62,12.82,57.1,418.05,189.65,
+1979,VA12800,"Virginia Beach, VA",244308,530,10,74,258,188,12,216.94,4.09,30.29,105.6,76.95,
+1979,DCMPD00,"Washington, DC",656000,10553,180,489,2964,6920,12,1608.69,27.44,74.54,451.83,1054.88,
+1979,KS08703,"Wichita, KS",273559,1456,32,147,609,668,12,532.24,11.7,53.74,222.62,244.19,
+1979,,United States,,1208030,21460,,,,,548.9,9.8,,,,
+1980,NM00101,"Albuquerque, NM",328837,2810,49,217,1630,914,12,854.53,14.9,65.99,495.69,277.95,
+1980,TX22001,"Arlington, TX",161192,806,7,72,531,196,12,500.02,4.34,44.67,329.42,121.59,
+1980,GAAPD00,"Atlanta, GA",422474,11075,201,671,5470,4733,12,2621.46,47.58,158.83,1294.75,1120.31,
+1980,CO00101,"Aurora, CO",158249,1278,10,95,822,351,12,807.59,6.32,60.03,519.43,221.8,
+1980,TX22701,"Austin, TX",343425,1723,43,237,765,678,12,501.71,12.52,69.01,222.76,197.42,
+1980,MD00301,"Baltimore County, MD",651337,5774,26,184,4356,1208,12,886.48,3.99,28.25,668.78,185.46,
+1980,MDBPD00,"Baltimore, MD",784554,16571,216,560,5775,10020,12,2112.16,27.53,71.38,736.09,1277.16,
+1980,MA01301,"Boston, MA",562582,12478,92,484,4376,7526,12,2217.99,16.35,86.03,777.84,1337.76,
+1980,NY01401,"Buffalo, NY",357384,3833,61,297,1561,1914,12,1072.52,17.07,83.1,436.79,535.56,
+1980,NC06001,"Charlotte, NC",310794,2759,60,145,1868,686,12,887.73,19.31,46.65,601.04,220.72,
+1980,ILCPD00,"Chicago, IL",2986419,28658,863,1329,10205,16261,12,959.61,28.9,44.5,341.71,544.5,
+1980,OHCIP00,"Cincinnati, OH",383114,3930,48,353,1843,1686,12,1025.8,12.53,92.14,481.06,440.08,
+1980,OHCLP00,"Cleveland, OH",572657,11466,265,703,3696,6802,12,2002.25,46.28,122.76,645.41,1187.8,
+1980,OHCOP00,"Columbus, OH",562416,5130,87,460,1359,3224,12,912.14,15.47,81.79,241.64,573.24,
+1980,TXDPD00,"Dallas, TX",900104,12681,319,1121,6258,4983,12,1408.84,35.44,124.54,695.25,553.6,
+1980,CODPD00,"Denver, CO",489318,5520,99,704,2351,2366,12,1128.1,20.23,143.87,480.46,483.53,
+1980,MI82349,"Detroit, MI",1197325,23288,547,1313,7999,13429,12,1945,45.69,109.66,668.07,1121.58,
+1980,TX07102,"El Paso, TX",425122,2811,54,218,1711,828,12,661.22,12.7,51.28,402.47,194.77,
+1980,VA02901,"Fairfax County, VA",568736,995,21,95,376,503,12,174.95,3.69,16.7,66.11,88.44,
+1980,TX22012,"Fort Worth, TX",382679,4693,106,338,1963,2286,12,1226.35,27.7,88.32,512.96,597.37,
+1980,CA01005,"Fresno, CA",215396,2369,49,193,895,1232,12,1099.83,22.75,89.6,415.51,571.97,
+1980,HI00200,"Honolulu, HI",762020,2456,65,264,398,1729,12,322.3,8.53,34.64,52.23,226.9,
+1980,TXHPD00,"Houston, TX",1557575,13499,524,1264,2530,9181,10,866.67,33.64,81.15,162.43,589.44,
+1980,INIPD00,"Indianapolis, IN",698753,4453,107,410,1743,2193,12,637.28,15.31,58.68,249.44,313.84,
+1980,FL01602,"Jacksonville, FL",542795,4848,70,414,2733,1631,12,893.15,12.9,76.27,503.51,300.48,
+1980,MOKPD00,"Kansas City, MO",446865,7013,132,518,3474,2889,12,1569.38,29.54,115.92,777.42,646.5,
+1980,NV00201,"Las Vegas, NV",385396,4421,92,291,1402,2636,12,1147.13,23.87,75.51,363.78,683.97,
+1980,CA01941,"Long Beach, CA",356906,4634,82,288,1483,2781,12,1298.38,22.98,80.69,415.52,779.2,
+1980,CA01900,"Los Angeles County, CA",1020111,12593,201,728,7732,3932,12,1234.47,19.7,71.36,757.96,385.45,
+1980,CA01942,"Los Angeles, CA",2952511,51447,1010,2813,21987,25637,12,1742.48,34.21,95.27,744.69,868.31,
+1980,KY05680,"Louisville, KY",,,,,,,,,,,,,
+1980,TNMPD00,"Memphis, TN",644957,6898,152,788,2112,3846,12,1069.53,23.57,122.18,327.46,596.32,
+1980,AZ00717,"Mesa, AZ",149662,812,10,62,547,193,12,542.56,6.68,41.43,365.49,128.96,
+1980,FL01300,"Miami-Dade County, FL",774491,12429,212,533,5986,5698,12,1604.8,27.37,68.82,772.89,735.71,
+1980,FL01306,"Miami, FL",335718,11474,220,325,4039,6890,12,3417.75,65.53,96.81,1203.09,2052.32,
+1980,WIMPD00,"Milwaukee, WI",633845,3310,74,213,1227,1796,12,522.21,11.67,33.6,193.58,283.35,
+1980,MN02711,"Minneapolis, MN",370163,3917,36,373,1241,2267,12,1058.18,9.73,100.77,335.26,612.43,
+1980,MD01604,"Montgomery County, MD",519381,1433,16,144,475,798,12,275.91,3.08,27.73,91.46,153.64,
+1980,TN01901,"Nashville, TN",452025,3634,87,295,1225,2027,12,803.94,19.25,65.26,271,448.43,
+1980,NY02900,"Nassau County, NY",1049118,1462,20,28,488,926,12,139.36,1.91,2.67,46.52,88.26,
+1980,LANPD00,"New Orleans, LA",557761,8172,218,588,2719,4647,12,1465.14,39.08,105.42,487.48,833.15,
+1980,NY03030,"New York City, NY",7035348,149549,1812,3711,43476,100550,12,2125.68,25.76,52.75,617.97,1429.21,
+1980,NJNPD00,"Newark, NJ",330104,11270,163,546,3716,6845,12,3414.08,49.38,165.4,1125.71,2073.59,
+1980,CA00109,"Oakland, CA",338721,7536,132,434,2722,4248,12,2224.84,38.97,128.13,803.61,1254.13,
+1980,OK05506,"Oklahoma City, OK",401577,3734,72,337,2074,1251,12,929.83,17.93,83.92,516.46,311.52,
+1980,NB02802,"Omaha, NE",312919,1983,38,213,679,1053,12,633.71,12.14,68.07,216.99,336.51,
+1980,FL04804,"Orlando, FL",127811,2350,17,190,1401,742,12,1838.65,13.3,148.66,1096.15,580.54,
+1980,PAPEP00,"Philadelphia, PA",1681175,17299,436,937,5043,10883,12,1028.98,25.93,55.73,299.97,647.34,
+1980,AZ00723,"Phoenix, AZ",772884,7020,103,485,3395,3037,12,908.29,13.33,62.75,439.26,392.94,
+1980,PAPPD00,"Pittsburgh, PA",424205,5120,50,299,1519,3252,12,1206.96,11.79,70.48,358.08,766.61,
+1980,OR02602,"Portland, OR",364419,4957,46,364,2298,2249,12,1360.25,12.62,99.89,630.59,617.15,
+1980,MD01721,"Prince George's County, MD",556147,5194,53,383,1870,2888,12,933.93,9.53,68.87,336.24,519.29,
+1980,NC09201,"Raleigh, NC",148429,784,12,64,448,260,12,528.2,8.08,43.12,301.83,175.17,
+1980,CA03404,"Sacramento, CA",274547,3221,45,217,1355,1604,12,1173.21,16.39,79.04,493.54,584.24,
+1980,UT01803,"Salt Lake City, UT",162985,1132,16,140,448,528,12,694.54,9.82,85.9,274.87,323.96,
+1980,TXSPD00,"San Antonio, TX",788049,4265,164,362,1997,1742,12,541.21,20.81,45.94,253.41,221.05,
+1980,CA03711,"San Diego, CA",874826,6189,103,362,2738,2986,12,707.45,11.77,41.38,312.98,341.33,
+1980,CA03801,"San Francisco, CA",674150,12710,110,759,4314,7527,12,1885.34,16.32,112.59,639.92,1116.52,
+1980,CA04313,"San Jose, CA",628106,3788,62,479,1533,1714,12,603.08,9.87,76.26,244.07,272.88,
+1980,WASPD00,"Seattle, WA",491897,5201,63,512,2373,2253,12,1057.34,12.81,104.09,482.42,458.02,
+1980,MOSPD00,"St. Louis, MO",450790,10983,225,392,4428,5938,12,2436.39,49.91,86.96,982.28,1317.24,
+1980,NY05101,"Suffolk County, NY",1158917,2967,43,169,1407,1348,12,256.01,3.71,14.58,121.41,116.32,
+1980,FL02902,"Tampa, FL",268709,5089,44,348,2820,1877,12,1893.87,16.37,129.51,1049.46,698.53,
+1980,AZ01003,"Tucson, AZ",331506,2584,38,174,1717,655,12,779.47,11.46,52.49,517.94,197.58,
+1980,OK07205,"Tulsa, OK",355766,2715,36,251,1630,798,12,763.14,10.12,70.55,458.17,224.3,
+1980,VA12800,"Virginia Beach, VA",260680,530,11,105,204,210,12,203.31,4.22,40.28,78.26,80.56,
+1980,DCMPD00,"Washington, DC",635233,12772,200,439,3236,8897,12,2010.6,31.48,69.11,509.42,1400.59,
+1980,KS08703,"Wichita, KS",279352,1823,32,202,763,826,12,652.58,11.46,72.31,273.13,295.68,
+,,,,,,,,,,,,,,,
+1981,NM00101,"Albuquerque, NM",336840,2985,45,213,1620,1107,12,886.18,13.36,63.23,480.94,328.64,
+1981,TX22001,"Arlington, TX",167848,699,12,102,373,212,12,416.45,7.15,60.77,222.22,126.3,
+1981,GAAPD00,"Atlanta, GA",435626,10608,181,644,5246,4537,12,2435.12,41.55,147.83,1204.24,1041.49,
+1981,CO00101,"Aurora, CO",162900,1437,10,76,992,359,12,882.14,6.14,46.65,608.96,220.38,
+1981,TX22701,"Austin, TX",357607,1545,39,263,574,669,12,432.04,10.91,73.54,160.51,187.08,
+1981,MD00301,"Baltimore County, MD",662025,6127,32,191,4510,1394,12,925.49,4.83,28.85,681.24,210.57,
+1981,MDBPD00,"Baltimore, MD",797429,17737,228,565,6229,10715,12,2224.27,28.59,70.85,781.14,1343.69,
+1981,MA01301,"Boston, MA",566679,14071,100,531,4192,9248,12,2483.06,17.65,93.7,739.75,1631.96,
+1981,NY01401,"Buffalo, NY",359167,3341,25,229,1353,1734,10,930.21,6.96,63.76,376.7,482.78,
+1981,NC06001,"Charlotte, NC",316503,3166,51,198,2143,774,12,1000.31,16.11,62.56,677.09,244.55,
+1981,ILCPD00,"Chicago, IL",3012703,25609,877,1255,7359,16118,12,850.03,29.11,41.66,244.27,535,
+1981,OHCIP00,"Cincinnati, OH",383441,3892,43,289,1804,1756,12,1015.02,11.21,75.37,470.48,457.96,
+1981,OHCLP00,"Cleveland, OH",573145,12429,233,621,3754,7821,12,2168.56,40.65,108.35,654.98,1364.58,
+1981,OHCOP00,"Columbus, OH",562896,5263,91,396,1420,3356,12,934.99,16.17,70.35,252.27,596.2,
+1981,TXDPD00,"Dallas, TX",937273,12749,298,1121,5928,5402,12,1360.22,31.79,119.6,632.47,576.35,
+1981,CODPD00,"Denver, CO",503695,5085,100,471,2111,2403,12,1009.54,19.85,93.51,419.1,477.07,
+1981,MI82349,"Detroit, MI",1193805,23176,502,1229,6648,14797,12,1941.36,42.05,102.95,556.87,1239.48,
+1981,TX07102,"El Paso, TX",442677,3510,35,205,2399,871,12,792.9,7.91,46.31,541.93,196.76,
+1981,VA02901,"Fairfax County, VA",579696,934,14,99,288,533,11,161.12,2.42,17.08,49.68,91.94,
+1981,TX22012,"Fort Worth, TX",398482,4946,113,435,2086,2312,12,1241.21,28.36,109.16,523.49,580.2,
+1981,CA01005,"Fresno, CA",221129,2158,33,155,868,1102,12,975.9,14.92,70.09,392.53,498.35,
+1981,HI00200,"Honolulu, HI",773331,1965,40,265,340,1320,12,254.1,5.17,34.27,43.97,170.69,
+1981,TXHPD00,"Houston, TX",1621897,10274,497,967,1917,6893,9,633.46,30.64,59.62,118.19,425,
+1981,INIPD00,"Indianapolis, IN",461820,4539,65,400,1880,2194,12,982.85,14.07,86.61,407.09,475.08,
+1981,FL01602,"Jacksonville, FL",575157,5634,89,410,2795,2340,12,979.56,15.47,71.28,485.95,406.85,
+1981,MOKPD00,"Kansas City, MO",450211,7714,115,429,3935,3235,12,1713.42,25.54,95.29,874.03,718.55,
+1981,NV00201,"Las Vegas, NV",406915,4648,106,310,1454,2778,12,1142.25,26.05,76.18,357.32,682.7,
+1981,CA01941,"Long Beach, CA",366405,4579,74,307,1270,2928,12,1249.71,20.2,83.79,346.61,799.12,
+1981,CA01900,"Los Angeles County, CA",1047260,12059,183,664,6956,4256,12,1151.48,17.47,63.4,664.21,406.39,
+1981,CA01942,"Los Angeles, CA",3031090,52818,879,2666,21121,28152,12,1742.54,29,87.96,696.81,928.77,
+1981,KY05680,"Louisville, KY",,,,,,,,,,,,,
+1981,TNMPD00,"Memphis, TN",654096,7056,133,760,2071,4092,12,1078.74,20.33,116.19,316.62,625.6,
+1981,AZ00717,"Mesa, AZ",153941,741,1,51,546,143,12,481.35,0.65,33.13,354.68,92.89,
+1981,FL01300,"Miami-Dade County, FL",822971,12755,254,570,6405,5526,12,1549.87,30.86,69.26,778.28,671.47,
+1981,FL01306,"Miami, FL",356734,11211,210,382,4423,6196,12,3142.68,58.87,107.08,1239.86,1736.87,
+1981,WIMPD00,"Milwaukee, WI",641715,3424,71,290,1257,1806,12,533.57,11.06,45.19,195.88,281.43,
+1981,MN02711,"Minneapolis, MN",372784,3883,28,367,1192,2296,12,1041.62,7.51,98.45,319.76,615.91,
+1981,MD01604,"Montgomery County, MD",527903,1716,12,156,676,872,12,325.06,2.27,29.55,128.05,165.18,
+1981,TN01901,"Nashville, TN",458430,3087,79,363,1051,1594,12,673.39,17.23,79.18,229.26,347.71,
+1981,NY02900,"Nassau County, NY",1054349,1708,27,37,421,1223,12,162,2.56,3.51,39.93,116,
+1981,LANPD00,"New Orleans, LA",571771,8121,217,453,2501,4950,12,1420.32,37.95,79.23,437.41,865.73,
+1981,NY03030,"New York City, NY",7070429,156946,1826,3862,43783,107475,12,2219.75,25.83,54.62,619.24,1520.06,
+1981,NJNPD00,"Newark, NJ",332746,12320,161,598,3783,7778,12,3702.52,48.39,179.72,1136.9,2337.52,
+1981,CA00109,"Oakland, CA",347736,7036,118,430,2652,3836,12,2023.37,33.93,123.66,762.65,1103.14,
+1981,OK05506,"Oklahoma City, OK",414523,4128,65,336,2236,1491,12,995.84,15.68,81.06,539.42,359.69,
+1981,NB02802,"Omaha, NE",322883,1583,28,186,470,899,12,490.27,8.67,57.61,145.56,278.43,
+1981,FL04804,"Orlando, FL",135812,2373,25,154,1309,885,12,1747.27,18.41,113.39,963.83,651.64,
+1981,PAPEP00,"Philadelphia, PA",1686834,17616,362,936,5502,10816,12,1044.32,21.46,55.49,326.17,641.2,
+1981,AZ00723,"Phoenix, AZ",794983,6319,96,408,3119,2696,12,794.86,12.08,51.32,392.34,339.13,
+1981,PAPPD00,"Pittsburgh, PA",425632,5983,49,213,1433,4288,12,1405.67,11.51,50.04,336.68,1007.44,
+1981,OR02602,"Portland, OR",369518,6452,38,403,2939,3072,12,1746.06,10.28,109.06,795.36,831.35,
+1981,MD01721,"Prince George's County, MD",564424,5571,58,371,1797,3345,12,987.02,10.28,65.73,318.38,592.64,
+1981,NC09201,"Raleigh, NC",151155,719,11,56,364,288,12,475.67,7.28,37.05,240.81,190.53,
+1981,CA03404,"Sacramento, CA",281854,3535,53,228,1421,1833,12,1254.2,18.8,80.89,504.16,650.34,
+1981,UT01803,"Salt Lake City, UT",169383,1268,14,137,530,587,12,748.6,8.27,80.88,312.9,346.55,
+1981,TXSPD00,"San Antonio, TX",820591,4651,185,376,2255,1835,12,566.79,22.54,45.82,274.8,223.62,
+1981,CA03711,"San Diego, CA",898109,6594,94,559,2618,3323,12,734.21,10.47,62.24,291.5,370,
+1981,CA03801,"San Francisco, CA",692092,12011,126,672,3827,7386,12,1735.46,18.21,97.1,552.96,1067.2,
+1981,CA04313,"San Jose, CA",644823,4122,68,465,1519,2070,12,639.25,10.55,72.11,235.57,321.02,
+1981,WASPD00,"Seattle, WA",503697,5414,59,485,2526,2344,12,1074.85,11.71,96.29,501.49,465.36,
+1981,MOSPD00,"St. Louis, MO",454166,10364,265,413,4321,5365,12,2281.99,58.35,90.94,951.41,1181.29,
+1981,NY05101,"Suffolk County, NY",1164699,1663,21,91,731,820,7,142.78,1.8,7.81,62.76,70.4,
+1981,FL02902,"Tampa, FL",285530,5674,69,409,2882,2314,12,1987.18,24.17,143.24,1009.35,810.42,
+1981,AZ01003,"Tucson, AZ",340985,2810,28,163,1747,872,12,824.08,8.21,47.8,512.34,255.73,
+1981,OK07205,"Tulsa, OK",367234,2678,47,247,1435,949,12,729.24,12.8,67.26,390.76,258.42,
+1981,VA12800,"Virginia Beach, VA",265704,606,12,93,266,235,12,228.07,4.52,35,100.11,88.44,
+1981,DCMPD00,"Washington, DC",636000,14468,223,414,3432,10399,12,2274.84,35.06,65.09,539.62,1635.06,
+1981,KS08703,"Wichita, KS",282465,1729,43,202,668,816,12,612.11,15.22,71.51,236.49,288.89,
+,,,,,,,,,,,,,,,
+1982,NM00101,"Albuquerque, NM",344962,2659,26,199,1508,926,12,770.81,7.54,57.69,437.15,268.44,
+1982,TX22001,"Arlington, TX",173821,607,7,67,342,191,12,349.21,4.03,38.55,196.75,109.88,
+1982,GAAPD00,"Atlanta, GA",441103,10486,152,613,5722,3999,12,2377.22,34.46,138.97,1297.2,906.59,
+1982,CO00101,"Aurora, CO",167408,1406,10,76,967,353,12,839.86,5.97,45.4,577.63,210.86,
+1982,TX22701,"Austin, TX",370331,1532,57,235,605,635,12,413.68,15.39,63.46,163.37,171.47,
+1982,MD00301,"Baltimore County, MD",662646,6539,33,165,5103,1238,12,986.8,4.98,24.9,770.09,186.83,
+1982,MDBPD00,"Baltimore, MD",798175,16683,227,550,6559,9347,12,2090.14,28.44,68.91,821.75,1171.05,
+1982,MA01301,"Boston, MA",567758,10970,93,366,3980,6531,12,1932.16,16.38,64.46,701,1150.31,
+1982,NY01401,"Buffalo, NY",360493,3557,42,247,1615,1653,12,986.7,11.65,68.52,448,458.54,
+1982,NC06001,"Charlotte, NC",320119,4100,48,198,2864,990,12,1280.77,14.99,61.85,894.67,309.26,
+1982,ILCPD00,"Chicago, IL",3010862,26404,668,1112,8317,16307,12,876.96,22.19,36.93,276.23,541.61,
+1982,OHCIP00,"Cincinnati, OH",383975,3757,52,285,1831,1589,12,978.45,13.54,74.22,476.85,413.83,
+1982,OHCLP00,"Cleveland, OH",573944,9386,195,628,3267,5296,12,1635.35,33.98,109.42,569.22,922.74,
+1982,OHCOP00,"Columbus, OH",563680,4590,92,332,1659,2507,12,814.29,16.32,58.9,294.32,444.76,
+1982,TXDPD00,"Dallas, TX",970624,13053,306,1105,5947,5695,12,1344.8,31.53,113.84,612.7,586.74,
+1982,CODPD00,"Denver, CO",517638,4935,68,516,1965,2386,12,953.37,13.14,99.68,379.61,460.94,
+1982,MI82349,"Detroit, MI",1181868,23746,513,1167,6029,16037,12,2009.19,43.41,98.74,510.12,1356.92,
+1982,TX07102,"El Paso, TX",458429,3922,41,219,2730,932,12,855.53,8.94,47.77,595.51,203.3,
+1982,VA02901,"Fairfax County, VA",586631,966,10,91,344,521,12,164.67,1.7,15.51,58.64,88.81,
+1982,TX22012,"Fort Worth, TX",412661,4901,103,470,2095,2233,12,1187.66,24.96,113.89,507.68,541.12,
+1982,CA01005,"Fresno, CA",226300,2182,33,155,782,1212,12,964.21,14.58,68.49,345.56,535.57,
+1982,HI00200,"Honolulu, HI",785181,2151,25,269,400,1457,12,273.95,3.18,34.26,50.94,185.56,
+1982,TXHPD00,"Houston, TX",1679607,17801,678,1270,3461,12392,12,1059.83,40.37,75.61,206.06,737.79,
+1982,INIPD00,"Indianapolis, IN",462657,4341,69,387,1892,1993,12,938.28,14.91,83.65,408.94,430.77,
+1982,FL01602,"Jacksonville, FL",590957,5643,83,422,2986,2152,12,954.89,14.05,71.41,505.28,364.16,
+1982,MOKPD00,"Kansas City, MO",451397,6729,93,376,3504,2756,12,1490.71,20.6,83.3,776.26,610.55,
+1982,NV00201,"Las Vegas, NV",424252,4470,88,286,1357,2739,12,1053.62,20.74,67.41,319.86,645.61,
+1982,CA01941,"Long Beach, CA",374974,4498,68,277,1275,2878,12,1199.55,18.13,73.87,340.02,767.52,
+1982,CA01900,"Los Angeles County, CA",1071752,11870,158,649,6971,4092,12,1107.53,14.74,60.56,650.43,381.8,
+1982,CA01942,"Los Angeles, CA",3101979,53957,849,2706,20373,30029,12,1739.44,27.37,87.23,656.77,968.06,
+1982,KY05680,"Louisville, KY",,,,,,,,,,,,,
+1982,TNMPD00,"Memphis, TN",659913,7609,122,713,2370,4404,12,1153.03,18.49,108.04,359.14,667.36,
+1982,AZ00717,"Mesa, AZ",157634,705,3,40,533,129,12,447.24,1.9,25.38,338.13,81.84,
+1982,FL01300,"Miami-Dade County, FL",843210,12088,216,492,6249,5131,12,1433.57,25.62,58.35,741.1,608.51,
+1982,FL01306,"Miami, FL",365506,9963,190,349,4301,5123,12,2725.81,51.98,95.48,1176.72,1401.62,
+1982,WIMPD00,"Milwaukee, WI",645231,3593,62,194,1250,2087,12,556.85,9.61,30.07,193.73,323.45,
+1982,MN02711,"Minneapolis, MN",376704,4247,36,314,1314,2583,12,1127.41,9.56,83.35,348.81,685.68,
+1982,MD01604,"Montgomery County, MD",528399,1719,19,166,852,682,12,325.32,3.6,31.42,161.24,129.07,
+1982,TN01901,"Nashville, TN",462507,3248,67,321,1198,1662,12,702.26,14.49,69.4,259.02,359.35,
+1982,NY02900,"Nassau County, NY",1058247,1685,20,39,487,1139,12,159.23,1.89,3.69,46.02,107.63,
+1982,LANPD00,"New Orleans, LA",579338,8604,233,488,2777,5106,12,1485.14,40.22,84.23,479.34,881.35,
+1982,NY03030,"New York City, NY",7096559,143943,1668,3547,42784,95944,12,2028.35,23.5,49.98,602.88,1351.98,
+1982,NJNPD00,"Newark, NJ",334414,10704,117,489,3705,6393,12,3200.82,34.99,146.23,1107.91,1911.7,
+1982,CA00109,"Oakland, CA",355868,6609,94,441,2880,3194,12,1857.15,26.41,123.92,809.29,897.52,
+1982,OK05506,"Oklahoma City, OK",425093,4286,89,386,2010,1801,12,1008.25,20.94,90.8,472.84,423.67,
+1982,NB02802,"Omaha, NE",324936,2450,20,175,1512,743,12,753.99,6.16,53.86,465.32,228.66,
+1982,FL04804,"Orlando, FL",139152,2662,34,160,1659,809,12,1913.02,24.43,114.98,1192.22,581.38,
+1982,PAPEP00,"Philadelphia, PA",1687556,17511,332,839,5736,10604,12,1037.65,19.67,49.72,339.9,628.36,
+1982,AZ00723,"Phoenix, AZ",814054,5431,95,431,2503,2402,12,667.15,11.67,52.94,307.47,295.07,
+1982,PAPPD00,"Pittsburgh, PA",425814,5391,51,236,1263,3841,12,1266.05,11.98,55.42,296.61,902.04,
+1982,OR02602,"Portland, OR",369796,6484,36,392,3245,2811,12,1753.4,9.74,106,877.51,760.15,
+1982,MD01721,"Prince George's County, MD",564955,5053,67,346,1958,2682,12,894.41,11.86,61.24,346.58,474.73,
+1982,NC09201,"Raleigh, NC",152882,886,20,62,482,322,12,579.53,13.08,40.55,315.28,210.62,
+1982,CA03404,"Sacramento, CA",288446,2988,43,191,1211,1543,12,1035.9,14.91,66.22,419.84,534.94,
+1982,UT01803,"Salt Lake City, UT",173630,1279,11,124,488,656,12,736.62,6.34,71.42,281.06,377.81,
+1982,TXSPD00,"San Antonio, TX",849791,5905,190,400,3120,2195,12,694.88,22.36,47.07,367.15,258.3,
+1982,CA03711,"San Diego, CA",919113,5835,72,428,2193,3142,12,634.85,7.83,46.57,238.6,341.85,
+1982,CA03801,"San Francisco, CA",708278,11615,111,594,3757,7153,12,1639.89,15.67,83.87,530.44,1009.91,
+1982,CA04313,"San Jose, CA",659903,3616,37,430,1448,1701,12,547.96,5.61,65.16,219.43,257.77,
+1982,WASPD00,"Seattle, WA",507643,5120,31,435,2383,2271,12,1008.58,6.11,85.69,469.42,447.36,
+1982,MOSPD00,"St. Louis, MO",455362,10069,226,316,4628,4899,12,2211.21,49.63,69.4,1016.33,1075.85,
+1982,NY05101,"Suffolk County, NY",1169000,2081,27,115,937,1002,8,178.02,2.31,9.84,80.15,85.71,
+1982,FL02902,"Tampa, FL",292551,5736,59,411,3424,1842,12,1960.68,20.17,140.49,1170.39,629.63,
+1982,AZ01003,"Tucson, AZ",349165,2925,31,236,1748,910,12,837.71,8.88,67.59,500.62,260.62,
+1982,OK07205,"Tulsa, OK",376599,2704,31,228,1395,1050,12,718.01,8.23,60.54,370.42,278.81,
+1982,VA12800,"Virginia Beach, VA",268887,646,15,97,276,258,12,240.25,5.58,36.07,102.65,95.95,
+1982,DCMPD00,"Washington, DC",631000,13397,194,421,3645,9137,12,2123.14,30.74,66.72,577.65,1448.02,
+1982,KS08703,"Wichita, KS",285665,1695,31,197,790,677,12,593.35,10.85,68.96,276.55,236.99,
+,,,,,,,,,,,,,,,
+1983,NM00101,"Albuquerque, NM",355163,2954,24,206,1815,909,12,831.73,6.76,58,511.03,255.94,
+1983,TX22001,"Arlington, TX",178871,585,7,75,317,186,12,327.05,3.91,41.93,177.22,103.99,
+1983,GAAPD00,"Atlanta, GA",448635,9326,141,619,5014,3552,12,2078.75,31.43,137.97,1117.61,791.73,
+1983,CO00101,"Aurora, CO",172575,1706,12,65,1296,333,12,988.56,6.95,37.66,750.98,192.96,
+1983,TX22701,"Austin, TX",381091,1534,58,240,571,665,12,402.53,15.22,62.98,149.83,174.5,
+1983,MD00301,"Baltimore County, MD",668705,6012,34,148,4570,1260,12,899.05,5.08,22.13,683.41,188.42,
+1983,MDBPD00,"Baltimore, MD",805527,16132,201,497,6267,9167,12,2002.66,24.95,61.7,778,1138.01,
+1983,MA01301,"Boston, MA",566551,11365,90,367,4195,6713,12,2006,15.89,64.78,740.45,1184.89,
+1983,NY01401,"Buffalo, NY",360656,3297,43,297,1547,1410,12,914.17,11.92,82.35,428.94,390.95,
+1983,NC06001,"Charlotte, NC",323704,4267,44,258,2863,1102,12,1318.18,13.59,79.7,884.45,340.43,
+1983,ILCPD00,"Chicago, IL",3021203,39776,729,2246,13330,23471,12,1316.56,24.13,74.34,441.21,776.88,
+1983,OHCIP00,"Cincinnati, OH",382373,3339,27,308,1603,1401,12,873.23,7.06,80.55,419.22,366.4,
+1983,OHCLP00,"Cleveland, OH",571827,7798,148,716,2819,4115,12,1363.7,25.88,125.21,492.98,719.62,
+1983,OHCOP00,"Columbus, OH",561328,4197,74,324,1392,2407,12,747.69,13.18,57.72,247.98,428.8,
+1983,TXDPD00,"Dallas, TX",998827,11478,268,891,5405,4914,12,1149.15,26.83,89.2,541.13,491.98,
+1983,CODPD00,"Denver, CO",533732,4379,78,430,1947,1924,12,820.45,14.61,80.56,364.79,360.48,
+1983,MI82349,"Detroit, MI",1176968,25527,580,1514,6511,16922,12,2168.88,49.28,128.64,553.2,1437.76,
+1983,TX07102,"El Paso, TX",471749,4275,33,177,3200,865,12,906.2,7,37.52,678.33,183.36,
+1983,VA02901,"Fairfax County, VA",592933,794,13,68,349,364,12,133.91,2.19,11.47,58.86,61.39,
+1983,TX22012,"Fort Worth, TX",424651,5104,112,454,2518,2020,12,1201.93,26.37,106.91,592.96,475.68,
+1983,CA01005,"Fresno, CA",230418,1913,32,172,725,984,12,830.23,13.89,74.65,314.65,427.05,
+1983,HI00200,"Honolulu, HI",808092,2136,45,249,599,1243,12,264.33,5.57,30.81,74.13,153.82,
+1983,TXHPD00,"Houston, TX",1728783,15919,561,1179,3909,10270,12,920.82,32.45,68.2,226.11,594.06,
+1983,INIPD00,"Indianapolis, IN",463455,4139,56,376,1886,1821,12,893.07,12.08,81.13,406.94,392.92,
+1983,FL01602,"Jacksonville, FL",605934,5670,82,411,2889,2288,12,935.75,13.53,67.83,476.78,377.6,
+1983,MOKPD00,"Kansas City, MO",453128,7452,106,425,4045,2876,12,1644.57,23.39,93.79,892.68,634.7,
+1983,NV00201,"Las Vegas, NV",429080,3564,74,244,1261,1985,12,830.61,17.25,56.87,293.88,462.62,
+1983,CA01941,"Long Beach, CA",381798,4679,60,246,1272,3101,12,1225.52,15.72,64.43,333.16,812.21,
+1983,CA01900,"Los Angeles County, CA",1084868,11493,156,581,6819,3937,12,1059.39,14.38,53.55,628.56,362.9,
+1983,CA01942,"Los Angeles, CA",3158688,53435,820,2494,20878,29243,12,1691.68,25.96,78.96,660.97,925.8,
+1983,KY05680,"Louisville, KY",,,,,,,,,,,,,
+1983,TNMPD00,"Memphis, TN",664883,7564,127,763,2181,4493,12,1137.64,19.1,114.76,328.03,675.76,
+1983,AZ00717,"Mesa, AZ",163310,798,8,36,604,150,12,488.64,4.9,22.04,369.85,91.85,
+1983,FL01300,"Miami-Dade County, FL",864762,11795,179,457,6359,4800,12,1363.96,20.7,52.85,735.35,555.07,
+1983,FL01306,"Miami, FL",374769,9784,144,365,4556,4719,12,2610.67,38.42,97.39,1215.68,1259.18,
+1983,WIMPD00,"Milwaukee, WI",643473,3720,51,235,1236,2198,12,578.11,7.93,36.52,192.08,341.58,
+1983,MN02711,"Minneapolis, MN",377850,3487,16,316,1154,2001,12,922.85,4.23,83.63,305.41,529.58,
+1983,MD01604,"Montgomery County, MD",533230,1449,17,124,683,625,12,271.74,3.19,23.25,128.09,117.21,
+1983,TN01901,"Nashville, TN",465887,3289,81,324,1171,1713,12,705.97,17.39,69.54,251.35,367.69,
+1983,NY02900,"Nassau County, NY",1058726,1493,31,54,457,951,11,141.02,2.93,5.1,43.17,89.82,
+1983,LANPD00,"New Orleans, LA",589508,8048,210,536,2752,4550,12,1365.21,35.62,90.92,466.83,771.83,
+1983,NY03030,"New York City, NY",7100063,132653,1622,3662,43326,84043,12,1868.34,22.84,51.58,610.22,1183.69,
+1983,NJNPD00,"Newark, NJ",336016,9327,112,553,3375,5287,12,2775.76,33.33,164.58,1004.42,1573.44,
+1983,CA00109,"Oakland, CA",362344,6777,98,478,2912,3289,12,1870.32,27.05,131.92,803.66,907.7,
+1983,OK05506,"Oklahoma City, OK",441281,4685,61,533,2174,1917,12,1061.68,13.82,120.78,492.66,434.42,
+1983,NB02802,"Omaha, NE",327276,2390,27,157,1584,622,12,730.27,8.25,47.97,484,190.05,
+1983,FL04804,"Orlando, FL",142678,2215,14,141,1292,768,12,1552.45,9.81,98.82,905.54,538.27,
+1983,PAPEP00,"Philadelphia, PA",1692364,16973,311,822,5096,10744,12,1002.92,18.38,48.57,301.12,634.85,
+1983,AZ00723,"Phoenix, AZ",843415,5270,83,499,2717,1971,12,624.84,9.84,59.16,322.14,233.69,
+1983,PAPPD00,"Pittsburgh, PA",426890,5605,42,214,1151,4198,12,1312.98,9.84,50.13,269.62,983.39,
+1983,OR02602,"Portland, OR",371706,6879,36,377,3502,2964,12,1850.66,9.69,101.42,942.14,797.4,
+1983,MD01721,"Prince George's County, MD",570120,4817,56,304,2004,2453,12,844.91,9.82,53.32,351.5,430.26,
+1983,NC09201,"Raleigh, NC",154482,879,12,46,532,289,12,569,7.77,29.78,344.38,187.08,
+1983,CA03404,"Sacramento, CA",293695,3080,52,217,1258,1553,12,1048.71,17.71,73.89,428.34,528.78,
+1983,UT01803,"Salt Lake City, UT",180892,1163,14,128,498,523,12,642.93,7.74,70.76,275.3,289.12,
+1983,TXSPD00,"San Antonio, TX",874483,5327,165,519,2240,2403,12,609.16,18.87,59.35,256.15,274.79,
+1983,CA03711,"San Diego, CA",935840,5451,77,395,2429,2550,12,582.47,8.23,42.21,259.55,272.48,
+1983,CA03801,"San Francisco, CA",721168,10117,83,539,3550,5945,12,1402.86,11.51,74.74,492.26,824.36,
+1983,CA04313,"San Jose, CA",671913,3460,48,447,1504,1461,12,514.95,7.14,66.53,223.84,217.44,
+1983,WASPD00,"Seattle, WA",514319,4818,61,434,2291,2032,12,936.77,11.86,84.38,445.44,395.09,
+1983,MOSPD00,"St. Louis, MO",457262,8461,152,323,4146,3840,12,1850.36,33.24,70.64,906.7,839.78,
+1983,NY05101,"Suffolk County, NY",1169529,2259,26,151,1099,983,11,193.15,2.22,12.91,93.97,84.05,
+1983,FL02902,"Tampa, FL",299965,5053,58,288,3178,1529,12,1684.53,19.34,96.01,1059.46,509.73,
+1983,AZ01003,"Tucson, AZ",361739,2776,26,253,1731,766,12,767.4,7.19,69.94,478.52,211.75,
+1983,OK07205,"Tulsa, OK",391101,2404,35,193,1208,968,12,614.67,8.95,49.35,308.87,247.51,
+1983,VA12800,"Virginia Beach, VA",271775,587,11,73,251,252,12,215.99,4.05,26.86,92.36,92.72,
+1983,DCMPD00,"Washington, DC",623000,11933,183,406,3646,7698,12,1915.41,29.37,65.17,585.23,1235.63,
+1983,KS08703,"Wichita, KS",287807,1385,26,161,664,534,12,481.23,9.03,55.94,230.71,185.54,
+,,,,,,,,,,,,,,,
+1984,NM00101,"Albuquerque, NM",356366,3615,28,210,2162,1215,12,1014.41,7.86,58.93,606.68,340.94,
+1984,TX22001,"Arlington, TX",191475,765,13,93,459,200,12,399.53,6.79,48.57,239.72,104.45,
+1984,GAAPD00,"Atlanta, GA",442951,10525,135,632,5729,4029,12,2376.11,30.48,142.68,1293.37,909.58,
+1984,CO00101,"Aurora, CO",191159,1822,13,95,1397,317,12,953.13,6.8,49.7,730.81,165.83,
+1984,TX22701,"Austin, TX",385237,1648,59,264,557,768,12,427.79,15.32,68.53,144.59,199.36,
+1984,MD00301,"Baltimore County, MD",671586,6111,28,171,4830,1082,12,909.94,4.17,25.46,719.19,161.11,
+1984,MDBPD00,"Baltimore, MD",788604,15581,215,564,6800,8002,12,1975.77,27.26,71.52,862.28,1014.7,
+1984,MA01301,"Boston, MA",565192,10557,82,460,4476,5539,12,1867.86,14.51,81.39,791.94,980.02,
+1984,NY01401,"Buffalo, NY",352015,3316,35,278,1617,1386,12,942.01,9.94,78.97,459.36,393.73,
+1984,NC06001,"Charlotte, NC",331992,4431,54,243,2990,1144,12,1334.67,16.27,73.19,900.62,344.59,
+1984,ILCPD00,"Chicago, IL",3012524,60579,741,2883,28420,28535,0,2010.91,24.6,95.7,943.39,947.21,
+1984,OHCIP00,"Cincinnati, OH",378800,3447,36,367,1712,1332,12,909.98,9.5,96.88,451.95,351.64,
+1984,OHCLP00,"Cleveland, OH",556931,7332,156,733,2353,4090,12,1316.5,28.01,131.61,422.49,734.38,
+1984,OHCOP00,"Columbus, OH",568609,4352,62,394,1598,2298,12,765.38,10.9,69.29,281.04,404.14,
+1984,TXDPD00,"Dallas, TX",987696,12110,294,1022,5953,4841,12,1226.09,29.77,103.47,602.72,490.13,
+1984,CODPD00,"Denver, CO",524171,4100,82,427,1910,1681,12,782.19,15.64,81.46,364.38,320.7,
+1984,MI82349,"Detroit, MI",1133647,26567,514,1519,6182,18352,12,2343.5,45.34,133.99,545.32,1618.85,
+1984,TX07102,"El Paso, TX",465748,3730,24,175,2481,1050,12,800.86,5.15,37.57,532.69,225.44,
+1984,VA02901,"Fairfax County, VA",626134,868,16,61,347,444,12,138.63,2.56,9.74,55.42,70.91,
+1984,TX22012,"Fort Worth, TX",420050,5452,119,467,2786,2080,12,1297.94,28.33,111.18,663.25,495.18,
+1984,CA01005,"Fresno, CA",254649,1994,34,134,760,1066,12,783.04,13.35,52.62,298.45,418.62,
+1984,HI00200,"Honolulu, HI",810772,1950,25,255,553,1117,12,240.51,3.08,31.45,68.21,137.77,
+1984,TXHPD00,"Houston, TX",1805783,15155,473,1269,4256,9157,12,839.25,26.19,70.27,235.69,507.09,
+1984,INIPD00,"Indianapolis, IN",471622,4366,49,324,2151,1842,12,925.74,10.39,68.7,456.09,390.57,
+1984,FL01602,"Jacksonville, FL",582421,6228,103,587,3404,2134,12,1069.33,17.68,100.79,584.46,366.4,
+1984,MOKPD00,"Kansas City, MO",450489,7167,88,372,4267,2440,12,1590.94,19.53,82.58,947.19,541.63,
+1984,NV00201,"Las Vegas, NV",438264,3309,67,245,1230,1767,12,755.02,15.29,55.9,280.65,403.18,
+1984,CA01941,"Long Beach, CA",386421,4243,41,242,1369,2591,12,1098.03,10.61,62.63,354.28,670.51,
+1984,CA01900,"Los Angeles County, CA",1078849,10898,176,489,6402,3831,12,1010.15,16.31,45.33,593.41,355.1,
+1984,CA01942,"Los Angeles, CA",3144256,51442,759,2347,21013,27323,12,1636.06,24.14,74.64,668.3,868.98,
+1984,KY05680,"Louisville, KY",,,,,,,,,,,,,
+1984,TNMPD00,"Memphis, TN",654666,9158,113,794,3488,4763,12,1398.88,17.26,121.28,532.79,727.55,
+1984,AZ00717,"Mesa, AZ",181287,871,6,56,682,127,12,480.45,3.31,30.89,376.2,70.05,
+1984,FL01300,"Miami-Dade County, FL",883352,13052,171,439,7883,4559,12,1477.55,19.36,49.7,892.4,516.1,
+1984,FL01306,"Miami, FL",400646,10928,170,273,4780,5705,12,2727.59,42.43,68.14,1193.07,1423.95,
+1984,WIMPD00,"Milwaukee, WI",632458,3456,44,292,1249,1871,12,546.44,6.96,46.17,197.48,295.83,
+1984,MN02711,"Minneapolis, MN",370866,3883,27,392,1724,1740,12,1047.01,7.28,105.7,464.86,469.17,
+1984,MD01604,"Montgomery County, MD",549800,1540,14,137,798,591,12,280.1,2.55,24.92,145.14,107.49,
+1984,TN01901,"Nashville, TN",475744,3104,72,410,1184,1438,12,652.45,15.13,86.18,248.87,302.26,
+1984,NY02900,"Nassau County, NY",1057700,1923,34,67,771,1051,12,181.81,3.21,6.33,72.89,99.37,
+1984,LANPD00,"New Orleans, LA",576071,8687,214,555,3213,4705,12,1507.97,37.15,96.34,557.74,816.74,
+1984,NY03030,"New York City, NY",7167121,132292,1450,3829,47472,79541,12,1845.82,20.23,53.42,662.36,1109.8,
+1984,NJNPD00,"Newark, NJ",324961,8580,87,589,3244,4660,12,2640.32,26.77,181.25,998.27,1434.02,
+1984,CA00109,"Oakland, CA",358566,6388,115,426,2677,3170,12,1781.54,32.07,118.81,746.59,884.08,
+1984,OK05506,"Oklahoma City, OK",439249,4259,65,516,2075,1603,12,969.61,14.8,117.47,472.4,364.94,
+1984,NB02802,"Omaha, NE",357790,2410,24,202,1654,530,12,673.58,6.71,56.46,462.28,148.13,
+1984,FL04804,"Orlando, FL",140541,2387,18,146,1421,802,12,1698.44,12.81,103.88,1011.09,570.65,
+1984,PAPEP00,"Philadelphia, PA",1667545,15599,263,937,5034,9365,12,935.45,15.77,56.19,301.88,561.6,
+1984,AZ00723,"Phoenix, AZ",870279,6372,101,525,3640,2106,12,732.18,11.61,60.33,418.26,241.99,
+1984,PAPPD00,"Pittsburgh, PA",415475,4564,47,224,1081,3212,12,1098.5,11.31,53.91,260.18,773.09,
+1984,OR02602,"Portland, OR",367055,7408,34,370,3962,3042,12,2018.23,9.26,100.8,1079.4,828.76,
+1984,MD01721,"Prince George's County, MD",574838,4700,39,345,2222,2094,12,817.62,6.78,60.02,386.54,364.28,
+1984,NC09201,"Raleigh, NC",158028,947,8,47,586,306,12,599.26,5.06,29.74,370.82,193.64,
+1984,CA03404,"Sacramento, CA",300248,3252,45,248,1314,1645,12,1083.1,14.99,82.6,437.64,547.88,
+1984,UT01803,"Salt Lake City, UT",173136,1088,8,98,492,490,12,628.41,4.62,56.6,284.17,283.01,
+1984,TXSPD00,"San Antonio, TX",857070,5388,160,745,1826,2657,12,628.65,18.67,86.92,213.05,310.01,
+1984,CA03711,"San Diego, CA",952933,5931,103,393,2819,2616,12,622.39,10.81,41.24,295.82,274.52,
+1984,CA03801,"San Francisco, CA",719559,9372,73,495,3582,5222,12,1302.46,10.15,68.79,497.8,725.72,
+1984,CA04313,"San Jose, CA",685792,3295,48,421,1651,1175,12,480.47,7,61.39,240.74,171.33,
+1984,WASPD00,"Seattle, WA",497598,5553,50,448,2669,2386,12,1115.96,10.05,90.03,536.38,479.5,
+1984,MOSPD00,"St. Louis, MO",442528,7729,128,349,4140,3112,12,1746.56,28.92,78.87,935.53,703.23,
+1984,NY05101,"Suffolk County, NY",1175588,1650,25,93,782,750,8,140.36,2.13,7.91,66.52,63.8,
+1984,FL02902,"Tampa, FL",289355,5852,52,277,3680,1843,12,2022.43,17.97,95.73,1271.79,636.93,
+1984,AZ01003,"Tucson, AZ",372146,2959,25,282,1843,809,12,795.12,6.72,75.78,495.24,217.39,
+1984,OK07205,"Tulsa, OK",385394,2619,30,246,1439,904,12,679.56,7.78,63.83,373.38,234.57,
+1984,VA12800,"Virginia Beach, VA",290678,618,13,118,252,235,12,212.61,4.47,40.59,86.69,80.85,
+1984,DCMPD00,"Washington, DC",623000,10725,175,366,4097,6087,12,1721.51,28.09,58.75,657.62,977.05,
+1984,KS08703,"Wichita, KS",291555,1328,12,207,658,451,12,455.49,4.12,71,225.69,154.69,
+1984,,United States,,1273282,18692,,,,,539.9,7.9,,,,
+1985,NM00101,"Albuquerque, NM",357051,4105,42,238,2578,1247,12,1149.7,11.76,66.66,722.03,349.25,
+1985,TX22001,"Arlington, TX",218931,1110,18,105,688,299,12,507.01,8.22,47.96,314.25,136.57,
+1985,GAAPD00,"Atlanta, GA",436214,11610,145,683,5990,4792,12,2661.54,33.24,156.57,1373.18,1098.54,
+1985,CO00101,"Aurora, CO",198033,2250,10,89,1717,434,12,1136.17,5.05,44.94,867.03,219.16,
+1985,TX22701,"Austin, TX",406469,2363,52,489,746,1076,12,581.35,12.79,120.3,183.53,264.72,
+1985,MD00301,"Baltimore County, MD",679708,6775,24,179,5491,1081,12,996.75,3.53,26.33,807.85,159.04,
+1985,MDBPD00,"Baltimore, MD",771097,15498,213,592,6922,7771,12,2009.86,27.62,76.77,897.68,1007.79,
+1985,MA01301,"Boston, MA",573131,11887,87,532,5036,6232,12,2074.05,15.18,92.82,878.68,1087.36,
+1985,NY01401,"Buffalo, NY",339890,3411,31,291,1699,1390,12,1003.56,9.12,85.62,499.87,408.96,
+1985,NC06001,"Charlotte, NC",335690,4575,56,226,3172,1121,12,1362.86,16.68,67.32,944.92,333.94,
+1985,ILCPD00,"Chicago, IL",2998841,60011,666,3357,29096,26892,12,2001.14,22.21,111.94,970.24,896.75,
+1985,OHCIP00,"Cincinnati, OH",370198,3275,45,360,1628,1242,12,884.66,12.16,97.25,439.76,335.5,
+1985,OHCLP00,"Cleveland, OH",546126,6580,131,745,2205,3499,12,1204.85,23.99,136.42,403.75,640.69,
+1985,OHCOP00,"Columbus, OH",565682,4392,72,406,1770,2144,12,776.41,12.73,71.77,312.9,379.01,
+1985,TXDPD00,"Dallas, TX",997467,14364,301,1149,6863,6051,12,1440.05,30.18,115.19,688.04,606.64,
+1985,CODPD00,"Denver, CO",513048,4252,72,418,1845,1917,12,828.77,14.03,81.47,359.62,373.65,
+1985,MI82349,"Detroit, MI",1090581,25904,635,1575,6925,16769,12,2375.25,58.23,144.42,634.98,1537.62,
+1985,TX07102,"El Paso, TX",474870,3662,22,181,2466,993,12,771.16,4.63,38.12,519.3,209.11,
+1985,VA02901,"Fairfax County, VA",651037,889,4,57,317,511,12,136.55,0.61,8.76,48.69,78.49,
+1985,TX22012,"Fort Worth, TX",424449,6352,128,483,3121,2620,12,1496.53,30.16,113.79,735.31,617.27,
+1985,CA01005,"Fresno, CA",275125,2311,46,178,854,1233,12,839.98,16.72,64.7,310.4,448.16,
+1985,HI00200,"Honolulu, HI",817083,1801,36,248,552,965,12,220.42,4.41,30.35,67.56,118.1,
+1985,TXHPD00,"Houston, TX",1746375,16461,457,1711,4704,9589,12,942.58,26.17,97.97,269.36,549.08,
+1985,INIPD00,"Indianapolis, IN",471656,4622,59,346,2422,1795,12,979.95,12.51,73.36,513.51,380.57,
+1985,FL01602,"Jacksonville, FL",601007,7301,90,705,3813,2693,12,1214.79,14.97,117.3,634.44,448.08,
+1985,MOKPD00,"Kansas City, MO",444942,8012,91,424,4851,2646,12,1800.68,20.45,95.29,1090.25,594.68,
+1985,NV00201,"Las Vegas, NV",456749,3624,57,278,1534,1755,12,793.43,12.48,60.86,335.85,384.24,
+1985,CA01941,"Long Beach, CA",389728,4134,63,235,1431,2405,12,1060.74,16.17,60.3,367.18,617.1,
+1985,CA01900,"Los Angeles County, CA",1074561,10624,164,520,6118,3822,12,988.68,15.26,48.39,569.35,355.68,
+1985,CA01942,"Los Angeles, CA",3186459,52832,777,2318,21799,27938,12,1658.02,24.38,72.75,684.11,876.77,
+1985,KY05680,"Louisville, KY",,,,,,,,,,,,,
+1985,TNMPD00,"Memphis, TN",654626,9738,122,903,3697,5016,12,1487.57,18.64,137.94,564.75,766.24,
+1985,AZ00717,"Mesa, AZ",202450,1121,8,70,887,156,12,553.72,3.95,34.58,438.13,77.06,
+1985,FL01300,"Miami-Dade County, FL",859660,13064,177,548,7735,4604,12,1519.67,20.59,63.75,899.77,535.56,
+1985,FL01306,"Miami, FL",385892,11186,131,284,5003,5768,12,2898.74,33.95,73.6,1296.48,1494.72,
+1985,WIMPD00,"Milwaukee, WI",621931,4056,68,390,1512,2086,12,652.16,10.93,62.71,243.11,335.41,
+1985,MN02711,"Minneapolis, MN",361021,5135,29,419,2361,2326,12,1422.35,8.03,116.06,653.98,644.28,
+1985,MD01604,"Montgomery County, MD",573982,1645,12,114,844,675,12,286.59,2.09,19.86,147.04,117.6,
+1985,TN01901,"Nashville, TN",481286,3376,81,348,1359,1588,12,701.45,16.83,72.31,282.37,329.95,
+1985,NY02900,"Nassau County, NY",1067327,1771,18,86,667,1000,12,165.93,1.69,8.06,62.49,93.69,
+1985,LANPD00,"New Orleans, LA",561364,8222,152,451,3477,4142,12,1464.65,27.08,80.34,619.38,737.85,
+1985,NY03030,"New York City, NY",7183984,135152,1384,3880,50356,79532,12,1881.3,19.27,54.01,700.95,1107.07,
+1985,NJNPD00,"Newark, NJ",316356,9736,117,594,3705,5320,12,3077.55,36.98,187.76,1171.15,1681.65,
+1985,CA00109,"Oakland, CA",362095,6703,95,531,2761,3316,12,1851.17,26.24,146.65,762.51,915.78,
+1985,OK05506,"Oklahoma City, OK",443575,4328,61,485,2197,1585,12,975.71,13.75,109.34,495.29,357.32,
+1985,NB02802,"Omaha, NE",362883,2498,24,214,1669,591,12,688.38,6.61,58.97,459.93,162.86,
+1985,FL04804,"Orlando, FL",142025,2931,24,154,1851,902,12,2063.72,16.9,108.43,1303.29,635.1,
+1985,PAPEP00,"Philadelphia, PA",1640102,16209,273,1021,5534,9381,12,988.29,16.65,62.25,337.42,571.98,
+1985,AZ00723,"Phoenix, AZ",890746,7521,89,635,4372,2425,12,844.35,9.99,71.29,490.82,272.24,
+1985,PAPPD00,"Pittsburgh, PA",400969,4353,34,188,1115,3016,12,1085.62,8.48,46.89,278.08,752.18,
+1985,OR02602,"Portland, OR",367571,8634,43,469,4614,3508,12,2348.93,11.7,127.59,1255.27,954.37,
+1985,MD01721,"Prince George's County, MD",574412,5055,43,340,2461,2211,12,880.03,7.49,59.19,428.44,384.92,
+1985,NC09201,"Raleigh, NC",171814,1035,13,57,658,307,12,602.4,7.57,33.18,382.97,178.68,
+1985,CA03404,"Sacramento, CA",312944,3681,39,209,1350,2083,12,1176.25,12.46,66.79,431.39,665.61,
+1985,UT01803,"Salt Lake City, UT",164216,1083,14,99,524,446,12,659.5,8.53,60.29,319.09,271.59,
+1985,TXSPD00,"San Antonio, TX",862878,5393,180,824,1706,2683,12,625,20.86,95.49,197.71,310.94,
+1985,CA03711,"San Diego, CA",988284,6250,96,338,2754,3062,12,632.41,9.71,34.2,278.66,309.83,
+1985,CA03801,"San Francisco, CA",733456,9502,85,512,3794,5111,12,1295.51,11.59,69.81,517.28,696.84,
+1985,CA04313,"San Jose, CA",706062,3470,55,415,1763,1237,12,491.46,7.79,58.78,249.69,175.2,
+1985,WASPD00,"Seattle, WA",495190,6523,61,441,3178,2843,12,1317.27,12.32,89.06,641.77,574.12,
+1985,MOSPD00,"St. Louis, MO",431109,8642,169,384,4953,3136,12,2004.6,39.2,89.07,1148.9,727.43,
+1985,NY05101,"Suffolk County, NY",1194000,2630,32,146,1271,1181,11,220.27,2.68,12.23,106.45,98.91,
+1985,FL02902,"Tampa, FL",285280,6855,70,288,3840,2657,12,2402.9,24.54,100.95,1346.05,931.37,
+1985,AZ01003,"Tucson, AZ",381473,3713,32,297,2333,1051,12,973.33,8.39,77.86,611.58,275.51,
+1985,OK07205,"Tulsa, OK",374875,2902,33,268,1805,796,12,774.12,8.8,71.49,481.49,212.34,
+1985,VA12800,"Virginia Beach, VA",312584,550,17,98,230,205,12,175.95,5.44,31.35,73.58,65.58,
+1985,DCMPD00,"Washington, DC",626000,10171,147,337,4457,5230,12,1624.76,23.48,53.83,711.98,835.46,
+1985,KS08703,"Wichita, KS",284915,1672,26,249,698,699,12,586.84,9.13,87.39,244.99,245.34,
+1985,,United States,,1327767,18976,,,,,558.1,8,,,,
+1986,NM00101,"Albuquerque, NM",364196,4292,49,247,2748,1248,12,1178.49,13.45,67.82,754.54,342.67,
+1986,TX22001,"Arlington, TX",223106,1450,22,120,790,518,12,649.92,9.86,53.79,354.09,232.18,
+1986,GAAPD00,"Atlanta, GA",445617,13162,186,681,6867,5428,12,2953.66,41.74,152.82,1541.01,1218.09,
+1986,CO00101,"Aurora, CO",200189,2868,11,120,2157,580,12,1432.65,5.49,59.94,1077.48,289.73,
+1986,TX22701,"Austin, TX",414220,2667,48,388,1107,1124,12,643.86,11.59,93.67,267.25,271.35,
+1986,MD00301,"Baltimore County, MD",690668,6792,31,192,5185,1384,12,983.4,4.49,27.8,750.72,200.39,
+1986,MDBPD00,"Baltimore, MD",783542,15229,240,660,6340,7989,12,1943.61,30.63,84.23,809.15,1019.6,
+1986,MA01301,"Boston, MA",574107,12395,105,516,5549,6225,12,2159.01,18.29,89.88,966.54,1084.29,
+1986,NY01401,"Buffalo, NY",339685,3755,35,281,1906,1533,12,1105.44,10.3,82.72,561.11,451.3,
+1986,NC06001,"Charlotte, NC",339767,5487,53,305,3675,1454,12,1614.93,15.6,89.77,1081.62,427.94,
+1986,ILCPD00,"Chicago, IL",3003105,68909,754,3708,33529,30918,12,2294.59,25.11,123.47,1116.48,1029.53,
+1986,OHCIP00,"Cincinnati, OH",370482,3340,46,291,1787,1216,12,901.53,12.42,78.55,482.34,328.22,
+1986,OHCLP00,"Cleveland, OH",546544,7115,124,773,2520,3698,12,1301.82,22.69,141.43,461.08,676.62,
+1986,OHCOP00,"Columbus, OH",566115,5148,78,550,2265,2255,12,909.36,13.78,97.15,400.1,398.33,
+1986,TXDPD00,"Dallas, TX",1016488,19275,347,1255,8384,9289,12,1896.23,34.14,123.46,824.8,913.83,
+1986,CODPD00,"Denver, CO",518625,4650,91,424,2036,2099,12,896.6,17.55,81.75,392.58,404.72,
+1986,MI82349,"Detroit, MI",1096947,27277,648,1351,8857,16421,12,2486.63,59.07,123.16,807.42,1496.97,
+1986,TX07102,"El Paso, TX",483925,4734,46,198,3451,1039,12,978.25,9.51,40.92,713.13,214.7,
+1986,VA02901,"Fairfax County, VA",658583,964,14,69,386,495,12,146.37,2.13,10.48,58.61,75.16,
+1986,TX22012,"Fort Worth, TX",432542,7870,200,559,3738,3373,12,1819.48,46.24,129.24,864.19,779.81,
+1986,CA01005,"Fresno, CA",281554,3426,53,241,1816,1316,12,1216.82,18.82,85.6,644.99,467.41,
+1986,HI00200,"Honolulu, HI",823306,2076,46,241,737,1052,12,252.15,5.59,29.27,89.52,127.78,
+1986,TXHPD00,"Houston, TX",1779677,20576,408,1524,7718,10926,12,1156.16,22.93,85.63,433.67,613.93,
+1986,INIPD00,"Indianapolis, IN",470591,4307,63,438,2235,1571,12,915.23,13.39,93.07,474.93,333.84,
+1986,FL01602,"Jacksonville, FL",616668,8003,119,618,4281,2985,12,1297.78,19.3,100.22,694.21,484.05,
+1986,MOKPD00,"Kansas City, MO",448237,9673,116,460,5655,3442,12,2158.01,25.88,102.62,1261.61,767.9,
+1986,NV00201,"Las Vegas, NV",463158,3947,75,323,1616,1933,12,852.19,16.19,69.74,348.91,417.35,
+1986,CA01941,"Long Beach, CA",398983,4839,62,220,1783,2774,12,1212.83,15.54,55.14,446.89,695.27,
+1986,CA01900,"Los Angeles County, CA",1061016,11499,170,472,7459,3398,12,1083.77,16.02,44.49,703.01,320.26,
+1986,CA01942,"Los Angeles, CA",3260856,66378,834,2330,33284,29930,12,2035.6,25.58,71.45,1020.71,917.86,
+1986,KY05680,"Louisville, KY",,,,,,,,,,,,,
+1986,TNMPD00,"Memphis, TN",660255,10477,161,919,3578,5819,12,1586.81,24.38,139.19,541.91,881.33,
+1986,AZ00717,"Mesa, AZ",210702,1208,11,117,841,239,12,573.32,5.22,55.53,399.14,113.43,
+1986,FL01300,"Miami-Dade County, FL",901784,14934,162,589,8385,5798,12,1656.05,17.96,65.31,929.82,642.95,
+1986,FL01306,"Miami, FL",396374,11676,148,221,5540,5767,12,2945.7,37.34,55.76,1397.67,1454.94,
+1986,WIMPD00,"Milwaukee, WI",623278,6135,83,444,3401,2207,12,984.31,13.32,71.24,545.66,354.1,
+1986,MN02711,"Minneapolis, MN",362845,5959,44,492,2622,2801,12,1642.3,12.13,135.6,722.62,771.95,
+1986,MD01604,"Montgomery County, MD",583337,1630,9,139,834,648,12,279.43,1.54,23.83,142.97,111.09,
+1986,TN01901,"Nashville, TN",470906,4218,93,410,1762,1953,12,895.72,19.75,87.07,374.17,414.73,
+1986,NY02900,"Nassau County, NY",1063822,1978,19,86,867,1006,12,185.93,1.79,8.08,81.5,94.56,
+1986,LANPD00,"New Orleans, LA",563927,9165,197,456,3347,5165,12,1625.21,34.93,80.86,593.52,915.9,
+1986,NY03030,"New York City, NY",7179609,143251,1582,3536,57306,80827,12,1995.25,22.03,49.25,798.18,1125.79,
+1986,NJNPD00,"Newark, NJ",318801,10160,113,589,3994,5464,12,3186.94,35.45,184.75,1252.82,1713.92,
+1986,CA00109,"Oakland, CA",370556,6985,129,538,2531,3787,12,1885.01,34.81,145.19,683.03,1021.98,
+1986,OK05506,"Oklahoma City, OK",444119,4239,60,425,2270,1484,12,954.47,13.51,95.7,511.12,334.14,
+1986,NB02802,"Omaha, NE",332368,2726,30,225,1844,627,12,820.18,9.03,67.7,554.81,188.65,
+1986,FL04804,"Orlando, FL",145882,3416,14,172,2001,1229,12,2341.62,9.6,117.9,1371.66,842.46,
+1986,PAPEP00,"Philadelphia, PA",1645144,17207,343,1086,6131,9647,12,1045.93,20.85,66.01,372.67,586.39,
+1986,AZ00723,"Phoenix, AZ",927055,9238,122,567,5577,2972,12,996.49,13.16,61.16,601.58,320.59,
+1986,PAPPD00,"Pittsburgh, PA",402204,4707,47,253,1154,3253,12,1170.3,11.69,62.9,286.92,808.79,
+1986,OR02602,"Portland, OR",368439,8804,46,438,4433,3887,12,2389.54,12.49,118.88,1203.18,1054.99,
+1986,MD01721,"Prince George's County, MD",588222,5294,47,396,2735,2116,12,900,7.99,67.32,464.96,359.73,
+1986,NC09201,"Raleigh, NC",173901,1163,16,76,732,339,12,668.77,9.2,43.7,420.93,194.94,
+1986,CA03404,"Sacramento, CA",320256,4238,70,258,1696,2214,12,1323.32,21.86,80.56,529.58,691.32,
+1986,UT01803,"Salt Lake City, UT",166182,1246,20,107,613,506,12,749.78,12.03,64.39,368.87,304.49,
+1986,TXSPD00,"San Antonio, TX",879332,6237,162,805,2008,3262,12,709.29,18.42,91.55,228.36,370.96,
+1986,CA03711,"San Diego, CA",1011376,8522,102,391,4044,3985,12,842.61,10.09,38.66,399.85,394.02,
+1986,CA03801,"San Francisco, CA",750544,9506,114,492,3815,5085,12,1266.55,15.19,65.55,508.3,677.51,
+1986,CA04313,"San Jose, CA",722560,4020,39,430,2425,1126,12,556.36,5.4,59.51,335.61,155.83,
+1986,WASPD00,"Seattle, WA",501279,6790,50,443,3505,2792,12,1354.54,9.97,88.37,699.21,556.98,
+1986,MOSPD00,"St. Louis, MO",434298,9889,195,373,5995,3326,12,2277.01,44.9,85.89,1380.39,765.83,
+1986,NY05101,"Suffolk County, NY",1190985,2595,30,136,1241,1188,11,217.89,2.52,11.42,104.2,99.75,
+1986,FL02902,"Tampa, FL",293030,8147,79,375,4181,3512,12,2780.26,26.96,127.97,1426.82,1198.51,
+1986,AZ01003,"Tucson, AZ",397023,3644,41,251,2310,1042,12,917.83,10.33,63.22,581.83,262.45,
+1986,OK07205,"Tulsa, OK",375335,3295,40,272,2125,858,12,877.88,10.66,72.47,566.16,228.6,
+1986,VA12800,"Virginia Beach, VA",316959,736,25,85,290,336,12,232.21,7.89,26.82,91.49,106.01,
+1986,DCMPD00,"Washington, DC",626000,9422,194,328,4181,4719,12,1505.11,30.99,52.4,667.89,753.83,
+1986,KS08703,"Wichita, KS",286163,1531,23,261,661,586,12,535.01,8.04,91.21,230.99,204.78,
+1986,,United States,,1489169,20613,,,,,620.1,8.6,,,,
+1987,NM00101,"Albuquerque, NM",371756,3845,48,211,2599,987,12,1034.28,12.91,56.76,699.11,265.5,
+1987,TX22001,"Arlington, TX",251372,1412,18,92,791,511,12,561.72,7.16,36.6,314.67,203.28,
+1987,GAAPD00,"Atlanta, GA",429953,12893,207,636,6950,5100,12,2998.7,48.14,147.92,1616.46,1186.18,
+1987,CO00101,"Aurora, CO",219945,2700,20,118,2038,524,12,1227.58,9.09,53.65,926.6,238.24,
+1987,TX22701,"Austin, TX",469542,2313,39,284,1005,985,12,492.61,8.31,60.48,214.04,209.78,
+1987,MD00301,"Baltimore County, MD",681068,5544,32,199,3897,1416,12,814.02,4.7,29.22,572.19,207.91,
+1987,MDBPD00,"Baltimore, MD",764893,14295,226,595,6008,7466,12,1868.89,29.55,77.79,785.47,976.08,
+1987,MA01301,"Boston, MA",575882,11954,76,550,5920,5408,12,2075.77,13.2,95.51,1027.99,939.08,
+1987,NY01401,"Buffalo, NY",325787,3555,35,268,1700,1552,12,1091.2,10.74,82.26,521.81,476.38,
+1987,NC06001,"Charlotte, NC",356596,5992,52,308,4146,1486,12,1680.33,14.58,86.37,1162.66,416.72,
+1987,ILCPD00,"Chicago, IL",3018338,68368,689,3692,34172,29815,12,2265.09,22.83,122.32,1132.15,987.8,
+1987,OHCIP00,"Cincinnati, OH",371585,3167,69,344,1571,1183,12,852.29,18.57,92.58,422.78,318.37,
+1987,OHCLP00,"Cleveland, OH",548171,6964,145,750,2528,3541,12,1270.41,26.45,136.82,461.17,645.97,
+1987,OHCOP00,"Columbus, OH",567800,5381,85,534,1898,2864,12,947.69,14.97,94.05,334.27,504.4,
+1987,TXDPD00,"Dallas, TX",1009947,20086,323,1260,9412,9091,12,1988.82,31.98,124.76,931.93,900.15,
+1987,CODPD00,"Denver, CO",509529,3841,79,401,1749,1612,12,753.83,15.5,78.7,343.26,316.37,
+1987,MI82349,"Detroit, MI",1091523,27778,686,1417,10582,15093,12,2544.88,62.85,129.82,969.47,1382.75,
+1987,TX07102,"El Paso, TX",494954,4332,25,219,3119,969,12,875.23,5.05,44.25,630.16,195.78,
+1987,VA02901,"Fairfax County, VA",690273,965,14,68,354,529,12,139.8,2.03,9.85,51.28,76.64,
+1987,TX22012,"Fort Worth, TX",432305,7691,135,476,3810,3270,12,1779.07,31.23,110.11,881.32,756.41,
+1987,CA01005,"Fresno, CA",291855,3373,33,196,2048,1096,12,1155.71,11.31,67.16,701.72,375.53,
+1987,HI00200,"Honolulu, HI",832614,2258,36,322,915,985,12,271.19,4.32,38.67,109.89,118.3,
+1987,TXHPD00,"Houston, TX",1739999,18971,323,1172,7784,9692,12,1090.29,18.56,67.36,447.36,557.01,
+1987,INIPD00,"Indianapolis, IN",478693,4543,57,432,2720,1334,12,949.04,11.91,90.25,568.21,278.68,
+1987,FL01602,"Jacksonville, FL",629887,9577,147,609,4945,3876,12,1520.43,23.34,96.68,785.06,615.35,
+1987,MOKPD00,"Kansas City, MO",444382,8423,131,486,4527,3279,12,1895.44,29.48,109.37,1018.72,737.88,
+1987,NV00201,"Las Vegas, NV",481393,3884,47,308,1692,1837,12,806.83,9.76,63.98,351.48,381.6,
+1987,CA01941,"Long Beach, CA",406297,4660,62,221,1910,2467,12,1146.94,15.26,54.39,470.1,607.19,
+1987,CA01900,"Los Angeles County, CA",1096165,12325,164,459,8480,3222,12,1124.37,14.96,41.87,773.61,293.93,
+1987,CA01942,"Los Angeles, CA",3341726,63833,811,2169,34661,26192,12,1910.18,24.27,64.91,1037.22,783.79,
+1987,KY05680,"Louisville, KY",,,,,,,,,,,,,
+1987,TNMPD00,"Memphis, TN",659720,8833,143,831,3163,4696,12,1338.9,21.68,125.96,479.45,711.82,
+1987,AZ00717,"Mesa, AZ",262428,1293,9,96,966,222,12,492.71,3.43,36.58,368.1,84.59,
+1987,FL01300,"Miami-Dade County, FL",926139,15579,173,565,8991,5850,12,1682.14,18.68,61.01,970.8,631.65,
+1987,FL01306,"Miami, FL",385089,11309,128,202,5385,5594,12,2936.72,33.24,52.46,1398.38,1452.65,
+1987,WIMPD00,"Milwaukee, WI",607885,6008,92,437,3495,1984,12,988.34,15.13,71.89,574.94,326.38,
+1987,MN02711,"Minneapolis, MN",359371,5538,38,520,2114,2866,12,1541.03,10.57,144.7,588.25,797.5,
+1987,MD01604,"Montgomery County, MD",617920,1707,17,165,842,683,12,276.25,2.75,26.7,136.26,110.53,
+1987,TN01901,"Nashville, TN",487097,5253,99,509,2295,2350,12,1078.43,20.32,104.5,471.16,482.45,
+1987,NY02900,"Nassau County, NY",1052414,1866,22,83,751,1010,12,177.31,2.09,7.89,71.36,95.97,
+1987,LANPD00,"New Orleans, LA",549536,7678,205,359,3328,3786,12,1397.18,37.3,65.33,605.6,688.94,
+1987,NY03030,"New York City, NY",7284319,148313,1672,3507,64244,78890,12,2036.06,22.95,48.14,881.95,1083.01,
+1987,NJNPD00,"Newark, NJ",318402,8926,81,577,4038,4230,12,2803.37,25.44,181.22,1268.21,1328.51,
+1987,CA00109,"Oakland, CA",365983,6485,114,538,2657,3176,12,1771.94,31.15,147,725.99,867.8,
+1987,OK05506,"Oklahoma City, OK",441408,3798,48,381,2047,1322,12,860.43,10.87,86.31,463.74,299.5,
+1987,NB02802,"Omaha, NE",374934,2536,28,189,1749,570,12,676.39,7.47,50.41,466.48,152.03,
+1987,FL04804,"Orlando, FL",150250,3411,27,181,2174,1029,12,2270.22,17.97,120.47,1446.92,684.86,
+1987,PAPEP00,"Philadelphia, PA",1649364,17398,338,1102,6656,9302,12,1054.83,20.49,66.81,403.55,563.97,
+1987,AZ00723,"Phoenix, AZ",933177,8181,111,503,5280,2287,12,876.68,11.89,53.9,565.81,245.08,
+1987,PAPPD00,"Pittsburgh, PA",389015,4318,37,263,1184,2834,12,1109.98,9.51,67.61,304.36,728.51,
+1987,OR02602,"Portland, OR",390845,8763,66,407,4623,3667,12,2242.07,16.89,104.13,1182.82,938.22,
+1987,MD01721,"Prince George's County, MD",589824,1246,20,81,624,521,3,211.25,3.39,13.73,105.79,88.33,
+1987,NC09201,"Raleigh, NC",182750,1124,15,78,647,384,12,615.05,8.21,42.68,354.04,210.12,
+1987,CA03404,"Sacramento, CA",331728,3836,78,241,1676,1841,12,1156.37,23.51,72.65,505.23,554.97,
+1987,UT01803,"Salt Lake City, UT",159839,1090,13,94,501,482,12,681.94,8.13,58.81,313.44,301.55,
+1987,TXSPD00,"San Antonio, TX",920215,6092,174,849,1816,3253,12,662.02,18.91,92.26,197.35,353.5,
+1987,CA03711,"San Diego, CA",1040851,9112,96,410,5154,3452,12,875.44,9.22,39.39,495.17,331.65,
+1987,CA03801,"San Francisco, CA",767933,9298,103,452,4089,4654,12,1210.78,13.41,58.86,532.47,606.04,
+1987,CA04313,"San Jose, CA",730079,4378,24,393,3017,944,12,599.66,3.29,53.83,413.24,129.3,
+1987,WASPD00,"Seattle, WA",494426,7096,54,465,3618,2959,12,1435.2,10.92,94.05,731.76,598.47,
+1987,MOSPD00,"St. Louis, MO",429414,9778,153,332,5997,3296,12,2277.06,35.63,77.31,1396.55,767.56,
+1987,NY05101,"Suffolk County, NY",1191928,2817,36,194,1336,1251,12,236.34,3.02,16.28,112.09,104.96,
+1987,FL02902,"Tampa, FL",285856,8899,61,297,5114,3427,12,3113.11,21.34,103.9,1789.01,1198.86,
+1987,AZ01003,"Tucson, AZ",374546,3523,23,281,2308,911,12,940.61,6.14,75.02,616.21,243.23,
+1987,OK07205,"Tulsa, OK",369961,3129,35,234,1786,1074,12,845.76,9.46,63.25,482.75,290.3,
+1987,VA12800,"Virginia Beach, VA",340158,718,11,124,261,322,12,211.08,3.23,36.45,76.73,94.66,
+1987,DCMPD00,"Washington, DC",622000,10016,225,245,5084,4462,12,1610.29,36.17,39.39,817.36,717.36,
+1987,KS08703,"Wichita, KS",290702,1566,24,240,711,591,12,538.7,8.26,82.56,244.58,203.3,
+1987,,United States,,1483999,20096,,,,,612.5,8.3,,,,
+1988,NM00101,"Albuquerque, NM",378176,4275,49,190,3108,928,12,1130.43,12.96,50.24,821.84,245.39,
+1988,TX22001,"Arlington, TX",251712,1388,13,110,697,568,12,551.42,5.16,43.7,276.9,225.65,
+1988,GAAPD00,"Atlanta, GA",444995,15911,217,721,9001,5972,12,3575.55,48.76,162.02,2022.72,1342.04,
+1988,CO00101,"Aurora, CO",219404,2625,15,127,2021,462,12,1196.42,6.84,57.88,921.13,210.57,
+1988,TX22701,"Austin, TX",467423,2508,43,247,1200,1018,12,536.56,9.2,52.84,256.73,217.79,
+1988,MD00301,"Baltimore County, MD",692703,6515,24,190,4645,1656,12,940.52,3.46,27.43,670.56,239.06,
+1988,MDBPD00,"Baltimore, MD",763880,14721,234,517,6574,7396,12,1927.14,30.63,67.68,860.61,968.21,
+1988,MA01301,"Boston, MA",579921,12175,93,558,6291,5233,12,2099.42,16.04,96.22,1084.8,902.36,
+1988,NY01401,"Buffalo, NY",323714,4271,43,296,2158,1774,12,1319.37,13.28,91.44,666.64,548.01,
+1988,NC06001,"Charlotte, NC",370492,6815,46,315,4521,1933,12,1839.45,12.42,85.02,1220.27,521.74,
+1988,ILCPD00,"Chicago, IL",2994100,69318,660,3695,35988,28975,12,2315.15,22.04,123.41,1201.96,967.74,
+1988,OHCIP00,"Cincinnati, OH",377783,3199,47,296,1645,1211,12,846.78,12.44,78.35,435.44,320.55,
+1988,OHCLP00,"Cleveland, OH",544515,7333,137,844,2557,3795,12,1346.7,25.16,155,469.59,696.95,
+1988,OHCOP00,"Columbus, OH",588428,5802,69,594,2111,3028,12,986.02,11.73,100.95,358.75,514.59,
+1988,TXDPD00,"Dallas, TX",1017818,21135,366,1306,9816,9647,12,2076.5,35.96,128.31,964.42,947.81,
+1988,CODPD00,"Denver, CO",500555,3634,69,370,1802,1393,12,725.99,13.78,73.92,360,278.29,
+1988,MI82349,"Detroit, MI",1086714,25805,629,1447,10751,12978,12,2374.59,57.88,133.15,989.31,1194.24,
+1988,TX07102,"El Paso, TX",501544,4505,31,242,3144,1088,12,898.23,6.18,48.25,626.86,216.93,
+1988,VA02901,"Fairfax County, VA",714952,986,23,77,338,548,12,137.91,3.22,10.77,47.28,76.65,
+1988,TX22012,"Fort Worth, TX",432889,7326,97,489,3625,3115,12,1692.35,22.41,112.96,837.4,719.58,
+1988,CA01005,"Fresno, CA",294695,3997,39,231,2334,1393,12,1356.32,13.23,78.39,792.01,472.69,
+1988,HI00200,"Honolulu, HI",838656,2186,28,283,1042,833,12,260.66,3.34,33.74,124.25,99.33,
+1988,TXHPD00,"Houston, TX",1725421,19817,440,1206,8122,10049,12,1148.53,25.5,69.9,470.73,582.41,
+1988,INIPD00,"Indianapolis, IN",483187,5635,79,422,3670,1464,12,1166.22,16.35,87.34,759.54,302.99,
+1988,FL01602,"Jacksonville, FL",645024,,187,573,,4299,0,,28.99,88.83,,666.49,
+1988,MOKPD00,"Kansas City, MO",447461,8316,134,473,4230,3479,12,1858.49,29.95,105.71,945.33,777.5,
+1988,NV00201,"Las Vegas, NV",510941,4024,54,363,1720,1887,12,787.57,10.57,71.05,336.63,369.32,
+1988,CA01941,"Long Beach, CA",413667,5153,58,218,2231,2646,12,1245.69,14.02,52.7,539.32,639.64,
+1988,CA01900,"Los Angeles County, CA",1116009,12331,157,373,8591,3210,12,1104.92,14.07,33.42,769.8,287.63,
+1988,CA01942,"Los Angeles, CA",3402342,66736,736,2006,37812,26182,12,1961.47,21.63,58.96,1111.35,769.53,
+1988,KY05680,"Louisville, KY",,,,,,,,,,,,,
+1988,TNMPD00,"Memphis, TN",668935,8914,174,863,3415,4462,12,1332.57,26.01,129.01,510.51,667.03,
+1988,AZ00717,"Mesa, AZ",267642,1396,11,119,1005,261,12,521.59,4.11,44.46,375.5,97.52,
+1988,FL01300,"Miami-Dade County, FL",937278,16436,211,685,9781,5759,0,1753.59,22.51,73.08,1043.55,614.44,
+1988,FL01306,"Miami, FL",389720,12961,146,411,6006,6398,0,3325.72,37.46,105.46,1541.11,1641.69,
+1988,WIMPD00,"Milwaukee, WI",611140,5037,81,400,2445,2111,12,824.2,13.25,65.45,400.07,345.42,
+1988,MN02711,"Minneapolis, MN",364745,5500,55,460,2420,2565,12,1507.9,15.08,126.12,663.48,703.23,
+1988,MD01604,"Montgomery County, MD",691815,1884,16,174,912,782,12,272.33,2.31,25.15,131.83,113.04,
+1988,TN01901,"Nashville, TN",502759,5290,79,464,2793,1954,12,1052.19,15.71,92.29,555.53,388.66,
+1988,NY02900,"Nassau County, NY",1048192,2021,21,86,882,1032,12,192.81,2,8.2,84.14,98.46,
+1988,LANPD00,"New Orleans, LA",538047,8923,228,403,3563,4729,12,1658.41,42.38,74.9,662.21,878.92,
+1988,NY03030,"New York City, NY",7346352,162916,1896,3412,71030,86578,12,2217.64,25.81,46.44,966.87,1178.52,
+1988,NJNPD00,"Newark, NJ",319191,9733,115,522,4672,4424,12,3049.27,36.03,163.54,1463.7,1386,
+1988,CA00109,"Oakland, CA",367782,6049,112,498,2298,3141,12,1644.72,30.45,135.41,624.83,854.04,
+1988,OK05506,"Oklahoma City, OK",440136,3986,60,377,2184,1365,12,905.63,13.63,85.66,496.21,310.13,
+1988,NB02802,"Omaha, NE",377958,2774,28,216,1820,710,12,733.94,7.41,57.15,481.53,187.85,
+1988,FL04804,"Orlando, FL",155673,3587,28,289,2041,1229,0,2304.19,17.99,185.65,1311.08,789.48,
+1988,PAPEP00,"Philadelphia, PA",1657285,17082,374,912,6938,8858,12,1030.72,22.57,55.03,418.64,534.49,
+1988,AZ00723,"Phoenix, AZ",951717,8477,106,445,5408,2518,12,890.71,11.14,46.76,568.24,264.57,
+1988,PAPPD00,"Pittsburgh, PA",387190,4118,19,234,1328,2537,12,1063.56,4.91,60.44,342.98,655.23,
+1988,OR02602,"Portland, OR",387659,8686,45,372,4637,3632,12,2240.63,11.61,95.96,1196.15,936.91,
+1988,MD01721,"Prince George's County, MD",598855,6014,94,383,2993,2544,12,1004.25,15.7,63.96,499.79,424.81,
+1988,NC09201,"Raleigh, NC",188308,1177,11,65,766,335,12,625.04,5.84,34.52,406.78,177.9,
+1988,CA03404,"Sacramento, CA",340483,3582,68,188,1714,1612,12,1052.03,19.97,55.22,503.4,473.45,
+1988,UT01803,"Salt Lake City, UT",162005,1036,15,90,444,487,12,639.49,9.26,55.55,274.07,300.61,
+1988,TXSPD00,"San Antonio, TX",935729,5273,143,535,1736,2859,12,563.52,15.28,57.17,185.52,305.54,
+1988,CA03711,"San Diego, CA",1073466,9171,144,389,5434,3204,12,854.34,13.41,36.24,506.21,298.47,
+1988,CA03801,"San Francisco, CA",753927,9667,92,453,4255,4867,12,1282.22,12.2,60.09,564.38,645.55,
+1988,CA04313,"San Jose, CA",732022,4689,37,438,3266,948,12,640.55,5.05,59.83,446.16,129.5,
+1988,WASPD00,"Seattle, WA",505380,6879,56,439,3675,2709,12,1361.15,11.08,86.87,727.18,536.03,
+1988,MOSPD00,"St. Louis, MO",425187,10481,140,305,6709,3327,12,2465.03,32.93,71.73,1577.89,782.48,
+1988,NY05101,"Suffolk County, NY",1195644,2984,31,130,1713,1110,10,249.57,2.59,10.87,143.27,92.84,
+1988,FL02902,"Tampa, FL",293732,,,,,,0,,,,,,
+1988,AZ01003,"Tucson, AZ",383174,3527,31,281,2447,768,12,920.47,8.09,73.33,638.61,200.43,
+1988,OK07205,"Tulsa, OK",373602,3462,35,260,2159,1008,12,926.65,9.37,69.59,577.89,269.81,
+1988,VA12800,"Virginia Beach, VA",355562,717,27,108,255,327,12,201.65,7.59,30.37,71.72,91.97,
+1988,DCMPD00,"Washington, DC",620000,11913,369,165,5690,5689,12,1921.45,59.52,26.61,917.74,917.58,
+1988,KS08703,"Wichita, KS",292733,1655,15,238,774,628,12,565.36,5.12,81.3,264.4,214.53,
+1988,,United States,,1566221,20675,,,,,640.6,8.5,,,,
+1989,NM00101,"Albuquerque, NM",384801,4696,41,178,3445,1032,12,1220.37,10.65,46.26,895.27,268.19,
+1989,TX22001,"Arlington, TX",259796,1550,11,88,899,552,12,596.62,4.23,33.87,346.04,212.47,
+1989,GAAPD00,"Atlanta, GA",426482,16852,246,691,9119,6796,12,3951.4,57.68,162.02,2138.19,1593.5,
+1989,CO00101,"Aurora, CO",219780,2859,7,120,2354,378,12,1300.85,3.19,54.6,1071.07,171.99,
+1989,TX22701,"Austin, TX",468907,2605,31,235,1320,1019,12,555.55,6.61,50.12,281.51,217.31,
+1989,MD00301,"Baltimore County, MD",700068,7237,34,220,5179,1804,12,1033.76,4.86,31.43,739.79,257.69,
+1989,MDBPD00,"Baltimore, MD",763138,15618,262,541,6849,7966,12,2046.55,34.33,70.89,897.48,1043.85,
+1989,MA01301,"Boston, MA",580095,12919,99,483,6471,5866,12,2227.05,17.07,83.26,1115.51,1011.21,
+1989,NY01401,"Buffalo, NY",314284,4479,37,268,2345,1829,12,1425.14,11.77,85.27,746.14,581.96,
+1989,NC06001,"Charlotte, NC",372612,7640,73,325,4873,2369,12,2050.39,19.59,87.22,1307.79,635.78,
+1989,ILCPD00,"Chicago, IL",2988260,73590,742,3645,37615,31588,12,2462.64,24.83,121.98,1258.76,1057.07,
+1989,OHCIP00,"Cincinnati, OH",372282,3690,45,351,1866,1428,12,991.18,12.09,94.28,501.23,383.58,
+1989,OHCLP00,"Cleveland, OH",523906,7965,144,837,2939,4045,12,1520.31,27.49,159.76,560.98,772.09,
+1989,OHCOP00,"Columbus, OH",572341,5986,90,543,2226,3127,12,1045.88,15.72,94.87,388.93,546.35,
+1989,TXDPD00,"Dallas, TX",996320,21228,351,1185,10250,9442,12,2130.64,35.23,118.94,1028.79,947.69,
+1989,CODPD00,"Denver, CO",494589,3572,55,325,1925,1267,12,722.22,11.12,65.71,389.21,256.17,
+1989,MI82349,"Detroit, MI",1039599,24956,624,1424,11006,11902,12,2400.54,60.02,136.98,1058.68,1144.86,
+1989,TX07102,"El Paso, TX",515607,4722,41,241,3301,1139,12,915.81,7.95,46.74,640.22,220.9,
+1989,VA02901,"Fairfax County, VA",742741,1047,28,102,389,528,12,140.96,3.77,13.73,52.37,71.09,
+1989,TX22012,"Fort Worth, TX",430481,6668,113,454,3576,2525,12,1548.96,26.25,105.46,830.7,586.55,
+1989,CA01005,"Fresno, CA",315218,4289,42,234,2488,1525,12,1360.65,13.32,74.23,789.3,483.79,
+1989,HI00200,"Honolulu, HI",848959,2165,43,269,1044,809,0,255.02,5.07,31.69,122.97,95.29,
+1989,TXHPD00,"Houston, TX",1713499,19528,459,1152,8097,9820,12,1139.66,26.79,67.23,472.54,573.1,
+1989,INIPD00,"Indianapolis, IN",484056,5859,41,483,3529,1806,12,1210.4,8.47,99.78,729.05,373.1,
+1989,FL01602,"Jacksonville, FL",654737,9449,165,609,4735,3940,12,1443.17,25.2,93.01,723.19,601.77,
+1989,MOKPD00,"Kansas City, MO",440435,8996,140,507,4525,3824,12,2042.53,31.79,115.11,1027.39,868.23,
+1989,NV00201,"Las Vegas, NV",536148,4094,67,305,1676,2046,12,763.6,12.5,56.89,312.6,381.61,
+1989,CA01941,"Long Beach, CA",426025,7169,85,247,3074,3763,12,1682.77,19.95,57.98,721.55,883.28,
+1989,CA01900,"Los Angeles County, CA",1046235,15563,176,386,10948,4053,12,1487.52,16.82,36.89,1046.42,387.39,
+1989,CA01942,"Los Angeles, CA",3441449,77297,877,1996,43361,31063,12,2246.06,25.48,58,1259.96,902.61,
+1989,KY05680,"Louisville, KY",,,,,,,,,,,,,
+1989,TNMPD00,"Memphis, TN",651081,8030,141,781,3327,3781,12,1233.33,21.66,119.95,511,580.73,
+1989,AZ00717,"Mesa, AZ",285883,1400,10,85,1092,213,12,489.71,3.5,29.73,381.97,74.51,
+1989,FL01300,"Miami-Dade County, FL",972785,19140,203,768,10292,7877,12,1967.55,20.87,78.95,1057.99,809.74,
+1989,FL01306,"Miami, FL",381206,14093,132,285,6387,7289,12,3696.95,34.63,74.76,1675.47,1912.09,
+1989,WIMPD00,"Milwaukee, WI",600898,4270,112,461,1282,2415,12,710.6,18.64,76.72,213.35,401.9,
+1989,MN02711,"Minneapolis, MN",348384,5367,46,462,2335,2524,12,1540.54,13.2,132.61,670.24,724.49,
+1989,MD01604,"Montgomery County, MD",705979,1896,21,194,846,835,12,268.56,2.97,27.48,119.83,118.28,
+1989,TN01901,"Nashville, TN",501398,5230,69,478,3075,1608,12,1043.08,13.76,95.33,613.29,320.7,
+1989,NY02900,"Nassau County, NY",1046197,1827,26,52,787,962,12,174.63,2.49,4.97,75.22,91.95,
+1989,LANPD00,"New Orleans, LA",528589,10203,251,388,4115,5449,12,1930.23,47.48,73.4,778.49,1030.86,
+1989,NY03030,"New York City, NY",7369454,169487,1905,3254,70951,93377,12,2299.86,25.85,44.16,962.77,1267.08,
+1989,NJNPD00,"Newark, NJ",313839,10340,107,376,4547,5310,12,3294.68,34.09,119.81,1448.83,1691.95,
+1989,CA00109,"Oakland, CA",366305,5555,129,442,1760,3224,12,1516.5,35.22,120.66,480.47,880.14,
+1989,OK05506,"Oklahoma City, OK",431982,4307,61,352,2277,1617,12,997.03,14.12,81.48,527.11,374.32,
+1989,NB02802,"Omaha, NE",355110,2751,23,188,1901,639,12,774.69,6.48,52.94,535.33,179.94,
+1989,FL04804,"Orlando, FL",160197,3343,19,176,1959,1189,12,2086.81,11.86,109.86,1222.87,742.21,
+1989,PAPEP00,"Philadelphia, PA",1652188,18054,475,784,6562,10233,12,1092.73,28.75,47.45,397.17,619.36,
+1989,AZ00723,"Phoenix, AZ",941948,8481,126,399,5341,2615,12,900.37,13.38,42.36,567.02,277.62,
+1989,PAPPD00,"Pittsburgh, PA",376412,4579,31,219,1858,2471,12,1216.49,8.24,58.18,493.61,656.46,
+1989,OR02602,"Portland, OR",425788,8052,38,415,4932,2667,12,1891.08,8.92,97.47,1158.32,626.37,
+1989,MD01721,"Prince George's County, MD",608611,6550,118,262,3029,3141,12,1076.22,19.39,43.05,497.69,516.09,
+1989,NC09201,"Raleigh, NC",189132,1248,15,102,751,380,12,659.86,7.93,53.93,397.08,200.92,
+1989,CA03404,"Sacramento, CA",347172,3658,44,187,1773,1654,12,1053.66,12.67,53.86,510.7,476.42,
+1989,UT01803,"Salt Lake City, UT",154304,1197,18,136,559,484,12,775.74,11.67,88.14,362.27,313.67,
+1989,TXSPD00,"San Antonio, TX",949691,5253,168,477,1898,2710,12,553.13,17.69,50.23,199.85,285.36,
+1989,CA03711,"San Diego, CA",1098639,10124,121,410,6008,3585,12,921.5,11.01,37.32,546.86,326.31,
+1989,CA03801,"San Francisco, CA",750964,10064,73,380,4606,5005,12,1340.14,9.72,50.6,613.34,666.48,
+1989,CA04313,"San Jose, CA",757964,4535,38,399,3103,995,12,598.31,5.01,52.64,409.39,131.27,
+1989,WASPD00,"Seattle, WA",514398,6878,38,478,3914,2448,12,1337.1,7.39,92.92,760.89,475.9,
+1989,MOSPD00,"St. Louis, MO",405066,12644,158,330,7936,4220,12,3121.47,39.01,81.47,1959.19,1041.81,
+1989,NY05101,"Suffolk County, NY",1194717,2844,29,127,1402,1286,12,238.05,2.43,10.63,117.35,107.64,
+1989,FL02902,"Tampa, FL",289463,7910,57,175,4541,3137,12,2732.65,19.69,60.46,1568.77,1083.73,
+1989,AZ01003,"Tucson, AZ",393319,3187,40,235,2226,686,10,810.28,10.17,59.75,565.95,174.41,
+1989,OK07205,"Tulsa, OK",366297,4350,32,307,2595,1416,12,1187.56,8.74,83.81,708.44,386.57,
+1989,VA12800,"Virginia Beach, VA",370316,762,17,133,294,318,12,205.77,4.59,35.92,79.39,85.87,
+1989,DCMPD00,"Washington, DC",604000,12936,434,186,5775,6541,12,2141.72,71.85,30.79,956.13,1082.95,
+1989,KS08703,"Wichita, KS",297391,2302,29,265,1038,970,12,774.07,9.75,89.11,349.04,326.17,
+1989,,United States,,1646037,21500,,,,,666.9,8.7,,,,
+1990,NM00101,"Albuquerque, NM",384736,5121,34,222,3835,1030,12,1331.04,8.84,57.7,996.79,267.72,
+1990,TX22001,"Arlington, TX",261721,1876,8,139,1143,586,12,716.79,3.06,53.11,436.72,223.9,
+1990,GAAPD00,"Atlanta, GA",394017,16097,231,695,9062,6109,12,4085.36,58.63,176.39,2299.9,1550.44,
+1990,CO00101,"Aurora, CO",222103,3191,8,170,2616,397,12,1436.72,3.6,76.54,1177.83,178.75,
+1990,TX22701,"Austin, TX",465622,3326,46,280,1539,1461,12,714.31,9.88,60.13,330.53,313.77,
+1990,MD00301,"Baltimore County, MD",692134,6957,34,257,4959,1707,12,1005.15,4.91,37.13,716.48,246.63,
+1990,MDBPD00,"Baltimore, MD",736014,17942,305,687,7473,9477,12,2437.73,41.44,93.34,1015.33,1287.61,
+1990,MA01301,"Boston, MA",574283,13664,143,539,6960,6022,12,2379.31,24.9,93.86,1211.95,1048.61,
+1990,NY01401,"Buffalo, NY",328123,5275,37,355,2711,2172,12,1607.63,11.28,108.19,826.21,661.95,
+1990,NC06001,"Charlotte, NC",395934,9119,93,384,5434,3208,12,2303.16,23.49,96.99,1372.45,810.24,
+1990,ILCPD00,"Chicago, IL",2783726,82728,851,3607,41114,37156,12,2971.84,30.57,129.57,1476.94,1334.76,
+1990,OHCIP00,"Cincinnati, OH",364040,4476,49,388,2426,1613,12,1229.54,13.46,106.58,666.41,443.08,
+1990,OHCLP00,"Cleveland, OH",505616,9190,168,846,3259,4917,12,1817.58,33.23,167.32,644.56,972.48,
+1990,OHCOP00,"Columbus, OH",632910,7022,89,647,2745,3541,12,1109.48,14.06,102.23,433.71,559.48,
+1990,TXDPD00,"Dallas, TX",1006877,24550,447,1344,12194,10565,12,2438.23,44.39,133.48,1211.07,1049.28,
+1990,CODPD00,"Denver, CO",467610,4205,67,375,2451,1312,12,899.25,14.33,80.2,524.15,280.58,
+1990,MI82349,"Detroit, MI",1027974,27747,582,1657,12498,13010,12,2699.19,56.62,161.19,1215.79,1265.6,
+1990,TX07102,"El Paso, TX",515342,5111,34,256,3440,1381,12,991.77,6.6,49.68,667.52,267.98,
+1990,VA02901,"Fairfax County, VA",787593,1013,27,105,391,490,12,128.62,3.43,13.33,49.64,62.21,
+1990,TX22012,"Fort Worth, TX",447619,7826,130,432,4463,2801,12,1748.36,29.04,96.51,997.05,625.76,
+1990,CA01005,"Fresno, CA",354202,4399,66,258,2483,1592,12,1241.95,18.63,72.84,701.01,449.46,
+1990,HI00200,"Honolulu, HI",836231,2412,34,278,1211,889,12,288.44,4.07,33.24,144.82,106.31,
+1990,TXHPD00,"Houston, TX",1630553,22637,568,1335,7813,12921,12,1388.3,34.83,81.87,479.16,792.43,
+1990,INIPD00,"Indianapolis, IN",483549,6224,58,541,3983,1642,12,1287.15,11.99,111.88,823.7,339.57,
+1990,FL01602,"Jacksonville, FL",636680,11654,176,704,6811,3963,12,1830.43,27.64,110.57,1069.77,622.45,
+1990,MOKPD00,"Kansas City, MO",434711,11087,121,517,5957,4492,12,2550.43,27.83,118.93,1370.34,1033.33,
+1990,NV00201,"Las Vegas, NV",616243,4510,79,371,1831,2229,12,731.85,12.82,60.2,297.12,361.71,
+1990,CA01941,"Long Beach, CA",429433,8403,106,298,3806,4193,12,1956.77,24.68,69.39,886.28,976.4,
+1990,CA01900,"Los Angeles County, CA",970620,17404,215,400,12125,4664,12,1793.08,22.15,41.21,1249.2,480.52,
+1990,CA01942,"Los Angeles, CA",3485398,83809,983,2014,44714,36098,12,2404.57,28.2,57.78,1282.9,1035.69,
+1990,KY05680,"Louisville, KY",,,,,,,,,,,,,
+1990,TNMPD00,"Memphis, TN",610337,9082,195,831,3904,4152,12,1488.03,31.95,136.15,639.65,680.28,
+1990,AZ00717,"Mesa, AZ",288091,1724,9,95,1345,275,12,598.42,3.12,32.98,466.87,95.46,
+1990,FL01300,"Miami-Dade County, FL",1036888,20130,213,802,10747,8368,12,1941.39,20.54,77.35,1036.47,807.03,
+1990,FL01306,"Miami, FL",358548,15607,129,299,7007,8172,12,4352.83,35.98,83.39,1954.27,2279.19,
+1990,WIMPD00,"Milwaukee, WI",628100,6282,155,495,1486,4146,12,1000.16,24.68,78.81,236.59,660.09,
+1990,MN02711,"Minneapolis, MN",368383,4695,55,615,1467,2558,1,1274.49,14.93,166.95,398.23,694.39,
+1990,MD01604,"Montgomery County, MD",744830,2089,23,195,1064,807,12,280.47,3.09,26.18,142.85,108.35,
+1990,TN01901,"Nashville, TN",499565,6886,67,553,4102,2164,12,1378.4,13.41,110.7,821.11,433.18,
+1990,NY02900,"Nassau County, NY",1009921,1957,21,63,859,1014,12,193.78,2.08,6.24,85.06,100.4,
+1990,LANPD00,"New Orleans, LA",496938,11227,304,361,4514,6048,12,2259.24,61.17,72.64,908.36,1217.05,
+1990,NY03030,"New York City, NY",7322564,174542,2245,3126,68891,100280,12,2383.62,30.66,42.69,940.8,1369.47,
+1990,NJNPD00,"Newark, NJ",275221,10684,112,326,4225,6021,12,3881.97,40.69,118.45,1535.13,2187.7,
+1990,CA00109,"Oakland, CA",372242,5845,146,517,1952,3230,12,1570.22,39.22,138.89,524.39,867.72,
+1990,OK05506,"Oklahoma City, OK",444719,4813,68,422,2925,1398,12,1082.26,15.29,94.89,657.72,314.36,
+1990,NB02802,"Omaha, NE",335795,3140,12,217,2307,604,12,935.09,3.57,64.62,687.03,179.87,
+1990,FL04804,"Orlando, FL",164693,4109,30,181,2449,1449,12,2494.95,18.22,109.9,1487.01,879.82,
+1990,PAPEP00,"Philadelphia, PA",1585577,21387,503,734,7344,12806,12,1348.85,31.72,46.29,463.18,807.66,
+1990,AZ00723,"Phoenix, AZ",983403,10665,128,512,6642,3383,12,1084.5,13.02,52.06,675.41,344.01,
+1990,PAPPD00,"Pittsburgh, PA",369879,5017,35,302,2361,2319,12,1356.39,9.46,81.65,638.32,626.96,
+1990,OR02602,"Portland, OR",437319,7836,33,424,4838,2541,12,1791.83,7.55,96.95,1106.29,581.04,
+1990,MD01721,"Prince George's County, MD",613616,7526,106,441,3373,3606,12,1226.5,17.27,71.87,549.69,587.66,
+1990,NC09201,"Raleigh, NC",207951,1179,24,96,671,388,12,566.96,11.54,46.16,322.67,186.58,
+1990,CA03404,"Sacramento, CA",369365,3978,43,211,1934,1790,12,1076.98,11.64,57.13,523.6,484.62,
+1990,UT01803,"Salt Lake City, UT",159936,1355,25,167,624,539,12,847.21,15.63,104.42,390.16,337.01,
+1990,TXSPD00,"San Antonio, TX",935933,5730,208,430,2228,2864,12,612.22,22.22,45.94,238.05,306,
+1990,CA03711,"San Diego, CA",1110549,12047,135,439,7142,4331,12,1084.78,12.16,39.53,643.11,389.99,
+1990,CA03801,"San Francisco, CA",723959,12388,101,419,4815,7053,12,1711.15,13.95,57.88,665.09,974.23,
+1990,CA04313,"San Jose, CA",782248,4698,35,416,3213,1034,12,600.58,4.47,53.18,410.74,132.18,
+1990,WASPD00,"Seattle, WA",516259,7780,53,481,4551,2695,12,1507,10.27,93.17,881.53,522.02,
+1990,MOSPD00,"St. Louis, MO",396685,13682,177,331,8466,4708,12,3449.08,44.62,83.44,2134.19,1186.84,
+1990,NY05101,"Suffolk County, NY",1189974,3012,32,128,1433,1419,12,253.11,2.69,10.76,120.42,119.25,
+1990,FL02902,"Tampa, FL",280015,9314,62,366,5723,3163,12,3326.25,22.14,130.71,2043.82,1129.58,
+1990,AZ01003,"Tucson, AZ",405390,3680,30,290,2458,902,12,907.77,7.4,71.54,606.33,222.5,
+1990,OK07205,"Tulsa, OK",367302,4898,57,382,2920,1539,12,1333.51,15.52,104,794.99,419,
+1990,VA12800,"Virginia Beach, VA",393069,902,16,149,313,424,12,229.48,4.07,37.91,79.63,107.87,
+1990,DCMPD00,"Washington, DC",606900,14919,472,303,6779,7365,12,2458.23,77.77,49.93,1116.99,1213.54,
+1990,KS08703,"Wichita, KS",304011,2189,18,321,771,1079,12,720.04,5.92,105.59,253.61,354.92,
+1990,,United States,,1820127,23438,,,,,729.6,9.4,,,,
+1991,NM00101,"Albuquerque, NM",393148,5591,51,261,3972,1307,12,1422.11,12.97,66.39,1010.31,332.44,
+1991,TX22001,"Arlington, TX",267306,2108,26,166,1216,700,12,788.61,9.73,62.1,454.91,261.87,
+1991,GAAPD00,"Atlanta, GA",403085,16327,205,676,8967,6479,12,4050.51,50.86,167.71,2224.59,1607.35,
+1991,CO00101,"Aurora, CO",227670,3746,11,184,2987,564,12,1645.36,4.83,80.82,1311.99,247.73,
+1991,TX22701,"Austin, TX",475558,2968,49,276,1088,1555,12,624.11,10.3,58.04,228.78,326.98,
+1991,MD00301,"Baltimore County, MD",703563,7618,25,271,5183,2139,12,1082.77,3.55,38.52,736.68,304.02,
+1991,MDBPD00,"Baltimore, MD",748099,19032,304,701,7257,10770,12,2544.05,40.64,93.7,970.06,1439.65,
+1991,MA01301,"Boston, MA",572454,11829,113,486,6446,4784,12,2066.37,19.74,84.9,1126.03,835.7,
+1991,NY01401,"Buffalo, NY",329353,6042,50,319,2968,2705,12,1834.51,15.18,96.86,901.16,821.31,
+1991,NC06001,"Charlotte, NC",402618,8760,114,407,5340,2899,12,2175.76,28.31,101.09,1326.32,720.04,
+1991,ILCPD00,"Chicago, IL",2811478,90520,925,3575,42237,43783,12,3219.66,32.9,127.16,1502.31,1557.29,
+1991,OHCIP00,"Cincinnati, OH",367123,5794,54,478,2947,2315,12,1578.22,14.71,130.2,802.73,630.58,
+1991,OHCLP00,"Cleveland, OH",509898,9341,175,913,3121,5132,12,1831.94,34.32,179.06,612.08,1006.48,
+1991,OHCOP00,"Columbus, OH",638533,7221,138,650,2686,3747,12,1130.87,21.61,101.8,420.65,586.81,
+1991,TXDPD00,"Dallas, TX",1028362,26411,500,1208,13449,11254,12,2568.26,48.62,117.47,1307.81,1094.36,
+1991,CODPD00,"Denver, CO",479468,5034,88,427,2884,1635,12,1049.91,18.35,89.06,601.5,341,
+1991,MI82349,"Detroit, MI",1036246,28262,615,1427,12651,13569,12,2727.34,59.35,137.71,1220.85,1309.44,
+1991,TX07102,"El Paso, TX",526339,5616,49,265,3818,1484,12,1066.99,9.31,50.35,725.39,281.95,
+1991,VA02901,"Fairfax County, VA",800147,954,20,100,357,477,12,119.23,2.5,12.5,44.62,59.61,
+1991,TX22012,"Fort Worth, TX",457171,8914,195,442,4851,3426,12,1949.82,42.65,96.68,1061.09,749.39,
+1991,CA01005,"Fresno, CA",361580,4608,52,282,2092,2182,12,1274.41,14.38,77.99,578.57,603.46,
+1991,HI00200,"Honolulu, HI",856432,2058,29,275,894,860,12,240.3,3.39,32.11,104.39,100.42,
+1991,TXHPD00,"Houston, TX",1665756,26651,608,1213,10947,13883,12,1599.93,36.5,72.82,657.18,833.44,
+1991,INIPD00,"Indianapolis, IN",489392,7072,95,561,4415,2001,12,1445.06,19.41,114.63,902.14,408.87,
+1991,FL01602,"Jacksonville, FL",653515,10645,119,716,5964,3846,12,1628.88,18.21,109.56,912.6,588.51,
+1991,MOKPD00,"Kansas City, MO",438188,12413,135,477,6846,4955,12,2832.8,30.81,108.86,1562.34,1130.79,
+1991,NV00201,"Las Vegas, NV",656391,5661,103,433,1932,3193,12,862.44,15.69,65.97,294.34,486.45,
+1991,CA01941,"Long Beach, CA",438378,9209,94,284,4760,4071,12,2100.7,21.44,64.78,1085.82,928.65,
+1991,CA01900,"Los Angeles County, CA",990838,17018,226,418,11847,4527,12,1717.54,22.81,42.19,1195.65,456.89,
+1991,CA01942,"Los Angeles, CA",3558316,89875,1027,1966,47104,39778,12,2525.77,28.86,55.25,1323.77,1117.89,
+1991,KY05680,"Louisville, KY",,,,,,,,,,,,,
+1991,TNMPD00,"Memphis, TN",619981,8818,169,653,3492,4504,12,1422.3,27.26,105.33,563.24,726.47,
+1991,AZ00717,"Mesa, AZ",294754,2058,15,156,1498,389,12,698.21,5.09,52.93,508.22,131.97,
+1991,FL01300,"Miami-Dade County, FL",1064064,19139,159,747,9598,8635,12,1798.67,14.94,70.2,902.01,811.51,
+1991,FL01306,"Miami, FL",367945,15420,125,236,6582,8477,12,4190.84,33.97,64.14,1788.85,2303.88,
+1991,WIMPD00,"Milwaukee, WI",636342,6228,163,502,1311,4252,12,978.72,25.62,78.89,206.02,668.19,
+1991,MN02711,"Minneapolis, MN",373303,5889,64,744,2471,2610,12,1577.54,17.14,199.3,661.93,699.16,
+1991,MD01604,"Montgomery County, MD",757060,2445,22,210,1234,979,12,322.96,2.91,27.74,163,129.32,
+1991,TN01901,"Nashville, TN",507328,7989,88,514,4739,2648,12,1574.72,17.35,101.32,934.11,521.95,
+1991,NY02900,"Nassau County, NY",1013708,2287,27,85,994,1181,12,225.61,2.66,8.39,98.06,116.5,
+1991,LANPD00,"New Orleans, LA",500791,10969,345,302,4353,5969,12,2190.33,68.89,60.3,869.22,1191.91,
+1991,NY03030,"New York City, NY",7350023,170390,2154,2892,66832,98512,12,2318.22,29.31,39.35,909.28,1340.3,
+1991,NJNPD00,"Newark, NJ",276510,9402,88,244,3869,5201,12,3400.24,31.83,88.24,1399.23,1880.94,
+1991,CA00109,"Oakland, CA",379995,9484,149,460,4942,3933,12,2495.82,39.21,121.05,1300.54,1035.01,
+1991,OK05506,"Oklahoma City, OK",449025,5066,56,473,3038,1499,12,1128.22,12.47,105.34,676.58,333.83,
+1991,NB02802,"Omaha, NE",338987,3242,35,207,2366,634,12,956.38,10.32,61.06,697.96,187.03,
+1991,FL04804,"Orlando, FL",169009,2011,10,81,1161,759,6,1189.88,5.92,47.93,686.95,449.09,
+1991,PAPEP00,"Philadelphia, PA",1596699,22451,440,904,7186,13921,12,1406.09,27.56,56.62,450.05,871.86,
+1991,AZ00723,"Phoenix, AZ",995895,11010,128,480,6954,3448,12,1105.54,12.85,48.2,698.27,346.22,
+1991,PAPPD00,"Pittsburgh, PA",372349,4294,36,300,1254,2704,12,1153.22,9.67,80.57,336.78,726.2,
+1991,OR02602,"Portland, OR",449671,8121,53,464,4881,2723,12,1805.99,11.79,103.19,1085.46,605.55,
+1991,MD01721,"Prince George's County, MD",622433,7702,140,453,3313,3796,12,1237.4,22.49,72.78,532.27,609.86,
+1991,NC09201,"Raleigh, NC",211350,1761,25,120,964,652,12,833.22,11.83,56.78,456.12,308.49,
+1991,CA03404,"Sacramento, CA",377058,4896,66,221,2329,2280,12,1298.47,17.5,58.61,617.68,604.68,
+1991,UT01803,"Salt Lake City, UT",164313,1319,14,182,649,474,12,802.74,8.52,110.76,394.98,288.47,
+1991,TXSPD00,"San Antonio, TX",955905,7573,208,698,2889,3778,12,792.23,21.76,73.02,302.23,395.23,
+1991,CA03711,"San Diego, CA",1133681,13830,167,472,7860,5331,12,1219.92,14.73,41.63,693.32,470.24,
+1991,CA03801,"San Francisco, CA",739039,12160,95,400,4645,7020,12,1645.38,12.85,54.12,628.52,949.88,
+1991,CA04313,"San Jose, CA",798542,5258,53,445,3432,1328,12,658.45,6.64,55.73,429.78,166.3,
+1991,WASPD00,"Seattle, WA",532418,7221,43,398,4019,2761,12,1356.27,8.08,74.75,754.86,518.58,
+1991,MOSPD00,"St. Louis, MO",399858,14076,260,342,8180,5294,12,3520.25,65.02,85.53,2045.73,1323.97,
+1991,NY05101,"Suffolk County, NY",1194436,3236,41,110,1402,1683,11,270.92,3.43,9.21,117.38,140.9,
+1991,FL02902,"Tampa, FL",287354,10030,56,335,6629,3010,12,3490.47,19.49,116.58,2306.91,1047.49,
+1991,AZ01003,"Tucson, AZ",414766,3896,24,332,2651,889,12,939.32,5.79,80.05,639.16,214.34,
+1991,OK07205,"Tulsa, OK",370735,4923,42,414,2998,1469,12,1327.9,11.33,111.67,808.66,396.24,
+1991,VA12800,"Virginia Beach, VA",399334,1087,27,127,421,512,12,272.2,6.76,31.8,105.43,128.21,
+1991,DCMPD00,"Washington, DC",598000,14665,482,214,6704,7265,12,2452.34,80.6,35.79,1121.07,1214.88,
+1991,KS08703,"Wichita, KS",306339,2672,24,284,960,1404,12,872.24,7.83,92.71,313.38,458.32,
+1991,,United States,,1911767,24703,,,,,758.2,9.8,,,,
+1992,NM00101,"Albuquerque, NM",401529,6168,42,294,4372,1460,12,1536.13,10.46,73.22,1088.84,363.61,
+1992,TX22001,"Arlington, TX",272037,2056,16,146,1169,725,12,755.78,5.88,53.67,429.72,266.51,
+1992,GAAPD00,"Atlanta, GA",410876,15856,198,627,9207,5824,12,3859.07,48.19,152.6,2240.82,1417.46,
+1992,CO00101,"Aurora, CO",233939,4064,16,182,3194,672,12,1737.2,6.84,77.8,1365.31,287.25,
+1992,TX22701,"Austin, TX",483975,2850,37,294,1069,1450,12,588.87,7.65,60.75,220.88,299.6,
+1992,MD00301,"Baltimore County, MD",710514,7660,43,295,5029,2293,12,1078.09,6.05,41.52,707.8,322.72,
+1992,MDBPD00,"Baltimore, MD",755517,21799,335,749,8452,12263,12,2885.31,44.34,99.14,1118.7,1623.13,
+1992,MA01301,"Boston, MA",572822,11672,73,537,6297,4765,12,2037.63,12.74,93.75,1099.29,831.85,
+1992,NY01401,"Buffalo, NY",330466,6367,76,346,2947,2998,12,1926.67,23,104.7,891.77,907.2,
+1992,NC06001,"Charlotte, NC",408951,9456,99,361,5938,3058,12,2312.26,24.21,88.27,1452.01,747.77,
+1992,ILCPD00,"Chicago, IL",2832901,84242,960,3754,41080,38448,12,2973.7,33.89,132.51,1450.1,1357.2,
+1992,OHCIP00,"Cincinnati, OH",369707,5793,49,486,2964,2294,12,1566.92,13.25,131.46,801.72,620.49,
+1992,OHCLP00,"Cleveland, OH",513487,8532,157,854,3098,4423,12,1661.58,30.58,166.31,603.33,861.37,
+1992,OHCOP00,"Columbus, OH",643028,7029,113,684,2647,3585,12,1093.11,17.57,106.37,411.65,557.52,
+1992,TXDPD00,"Dallas, TX",1046562,21682,387,1096,10667,9532,12,2071.74,36.98,104.72,1019.24,910.79,
+1992,CODPD00,"Denver, CO",492672,5303,95,437,2967,1804,12,1076.38,19.28,88.7,602.23,366.17,
+1992,MI82349,"Detroit, MI",1044128,26447,595,1225,12433,12194,12,2532.93,56.99,117.32,1190.75,1167.86,
+1992,TX07102,"El Paso, TX",535655,5826,44,272,3900,1610,12,1087.64,8.21,50.78,728.08,300.57,
+1992,VA02901,"Fairfax County, VA",811733,1060,18,152,417,473,12,130.58,2.22,18.73,51.37,58.27,
+1992,TX22012,"Fort Worth, TX",465262,9392,153,525,5226,3488,12,2018.65,32.88,112.84,1123.24,749.69,
+1992,CA01005,"Fresno, CA",367376,5363,81,203,1985,3094,12,1459.81,22.05,55.26,540.32,842.19,
+1992,HI00200,"Honolulu, HI",875297,2382,31,326,1012,1013,12,272.14,3.54,37.24,115.62,115.73,
+1992,TXHPD00,"Houston, TX",1695239,24837,465,1169,12073,11130,12,1465.1,27.43,68.96,712.17,656.54,
+1992,INIPD00,"Indianapolis, IN",493928,6814,88,541,4028,2157,12,1379.55,17.82,109.53,815.5,436.7,
+1992,FL01602,"Jacksonville, FL",663899,11548,123,713,7098,3614,12,1739.42,18.53,107.4,1069.14,544.36,
+1992,MOKPD00,"Kansas City, MO",441162,12594,150,564,7386,4494,12,2854.73,34,127.84,1674.21,1018.67,
+1992,NV00201,"Las Vegas, NV",678385,6027,99,393,1926,3609,12,888.43,14.59,57.93,283.91,532,
+1992,CA01941,"Long Beach, CA",445405,6925,104,218,3020,3583,12,1554.76,23.35,48.94,678.03,804.44,
+1992,CA01900,"Los Angeles County, CA",922758,18730,228,359,12672,5471,12,2029.78,24.71,38.91,1373.27,592.9,
+1992,CA01942,"Los Angeles, CA",3615355,88919,1094,1872,46445,39508,12,2459.48,30.26,51.78,1284.66,1092.78,
+1992,KY05680,"Louisville, KY",,,,,,,,,,,,,
+1992,TNMPD00,"Memphis, TN",628865,9764,176,688,3559,5341,12,1552.64,27.99,109.4,565.94,849.31,
+1992,AZ00717,"Mesa, AZ",301200,2054,9,119,1631,295,12,681.94,2.99,39.51,541.5,97.94,
+1992,FL01300,"Miami-Dade County, FL",1080971,18949,162,649,10650,7488,12,1752.96,14.99,60.04,985.23,692.71,
+1992,FL01306,"Miami, FL",373791,13945,128,272,6480,7065,12,3730.69,34.24,72.77,1733.59,1890.09,
+1992,WIMPD00,"Milwaukee, WI",643017,6332,146,523,1329,4334,12,984.73,22.71,81.34,206.68,674.01,
+1992,MN02711,"Minneapolis, MN",377345,6199,60,600,2464,3075,12,1642.79,15.9,159.01,652.98,814.9,
+1992,MD01604,"Montgomery County, MD",764539,2328,21,184,1193,930,12,304.5,2.75,24.07,156.04,121.64,
+1992,TN01901,"Nashville, TN",514771,8382,90,498,5126,2668,12,1628.3,17.48,96.74,995.78,518.29,
+1992,NY02900,"Nassau County, NY",1017134,2360,18,73,888,1381,12,232.02,1.77,7.18,87.3,135.77,
+1992,LANPD00,"New Orleans, LA",505008,10007,279,287,4100,5341,12,1981.55,55.25,56.83,811.87,1057.61,
+1992,NY03030,"New York City, NY",7375097,159578,1995,2815,63529,91239,12,2163.74,27.05,38.17,861.4,1237.12,
+1992,NJNPD00,"Newark, NJ",277544,9715,87,313,3926,5389,12,3500.35,31.35,112.77,1414.55,1941.67,
+1992,CA00109,"Oakland, CA",386086,10140,165,418,4947,4610,12,2626.36,42.74,108.27,1281.32,1194.03,
+1992,OK05506,"Oklahoma City, OK",454255,6358,61,472,3989,1836,12,1399.65,13.43,103.91,878.14,404.18,
+1992,NB02802,"Omaha, NE",341753,2207,11,166,1630,400,8,645.79,3.22,48.57,476.95,117.04,
+1992,FL04804,"Orlando, FL",171694,3232,13,140,2271,808,12,1882.42,7.57,81.54,1322.7,470.6,
+1992,PAPEP00,"Philadelphia, PA",1603638,19103,425,817,6180,11681,12,1191.23,26.5,50.95,385.37,728.41,
+1992,AZ00723,"Phoenix, AZ",999900,10907,136,476,7155,3140,12,1090.81,13.6,47.6,715.57,314.03,
+1992,PAPPD00,"Pittsburgh, PA",373842,4495,44,221,1241,2989,12,1202.38,11.77,59.12,331.96,799.54,
+1992,OR02602,"Portland, OR",458132,8389,46,490,5167,2686,12,1831.13,10.04,106.96,1127.84,586.29,
+1992,MD01721,"Prince George's County, MD",629853,7265,126,409,3420,3310,12,1153.44,20,64.94,542.98,525.52,
+1992,NC09201,"Raleigh, NC",214674,2171,19,120,1145,887,12,1011.3,8.85,55.9,533.37,413.18,
+1992,CA03404,"Sacramento, CA",383102,4674,45,237,2070,2322,12,1220.04,11.75,61.86,540.33,606.1,
+1992,UT01803,"Salt Lake City, UT",168304,1317,14,187,646,470,12,782.51,8.32,111.11,383.83,279.26,
+1992,TXSPD00,"San Antonio, TX",972824,7131,219,616,2811,3485,12,733.02,22.51,63.32,288.95,358.24,
+1992,CA03711,"San Diego, CA",1151853,14792,146,485,8840,5321,12,1284.19,12.68,42.11,767.46,461.95,
+1992,CA03801,"San Francisco, CA",750885,13676,117,395,4886,8278,12,1821.32,15.58,52.6,650.7,1102.43,
+1992,CA04313,"San Jose, CA",811342,5427,43,448,3705,1231,12,668.89,5.3,55.22,456.65,151.72,
+1992,WASPD00,"Seattle, WA",544940,7327,60,353,4337,2577,12,1344.55,11.01,64.78,795.87,472.9,
+1992,MOSPD00,"St. Louis, MO",402573,13247,231,349,7731,4936,12,3290.58,57.38,86.69,1920.4,1226.11,
+1992,NY05101,"Suffolk County, NY",1198473,3472,49,75,1575,1773,12,289.7,4.09,6.26,131.42,147.94,
+1992,FL02902,"Tampa, FL",291920,9864,49,303,6513,2999,12,3379.01,16.79,103.8,2231.09,1027.34,
+1992,AZ01003,"Tucson, AZ",423836,4327,42,386,2929,970,12,1020.91,9.91,91.07,691.07,228.86,
+1992,OK07205,"Tulsa, OK",375053,5008,33,368,3263,1344,12,1335.28,8.8,98.12,870.01,358.35,
+1992,VA12800,"Virginia Beach, VA",405116,1155,23,153,367,612,12,285.1,5.68,37.77,90.59,151.07,
+1992,DCMPD00,"Washington, DC",589000,16680,443,215,8566,7456,12,2831.92,75.21,36.5,1454.33,1265.87,
+1992,KS08703,"Wichita, KS",309955,2754,29,255,1130,1340,12,888.52,9.36,82.27,364.57,432.32,
+1992,,United States,,1932274,23760,,,,,757.7,9.3,,,,
+1993,NM00101,"Albuquerque, NM",407286,6696,50,259,4835,1552,12,1644.05,12.28,63.59,1187.13,381.06,
+1993,TX22001,"Arlington, TX",281336,2259,7,146,1396,710,12,802.95,2.49,51.9,496.2,252.37,
+1993,GAAPD00,"Atlanta, GA",402877,16281,203,492,9541,6045,12,4041.18,50.39,122.12,2368.22,1500.46,
+1993,CO00101,"Aurora, CO",246610,4457,19,166,3532,740,12,1807.31,7.7,67.31,1432.22,300.07,
+1993,TX22701,"Austin, TX",502018,3011,37,271,1148,1555,12,599.78,7.37,53.98,228.68,309.75,
+1993,MD00301,"Baltimore County, MD",712020,7451,36,281,4827,2307,12,1046.46,5.06,39.47,677.93,324.01,
+1993,MDBPD00,"Baltimore, MD",732968,21945,353,668,8548,12376,12,2993.99,48.16,91.14,1166.22,1688.48,
+1993,MA01301,"Boston, MA",553870,10843,98,480,6184,4081,12,1957.68,17.69,86.66,1116.51,736.82,
+1993,NY01401,"Buffalo, NY",324855,6041,76,295,2772,2898,12,1859.6,23.4,90.81,853.3,892.09,
+1993,NC06001,"Charlotte, NC",422862,9725,122,356,6020,3227,12,2299.8,28.85,84.19,1423.63,763.13,
+1993,ILCPD00,"Chicago, IL",2788996,79183,862,3379,39753,35189,12,2839.12,30.91,121.15,1425.35,1261.71,
+1993,OHCIP00,"Cincinnati, OH",366591,5621,39,449,2806,2327,12,1533.32,10.64,122.48,765.43,634.77,
+1993,OHCLP00,"Cleveland, OH",505730,8310,167,834,3012,4297,12,1643.17,33.02,164.91,595.57,849.66,
+1993,OHCOP00,"Columbus, OH",646933,7146,105,658,2496,3887,12,1104.6,16.23,101.71,385.82,600.84,
+1993,TXDPD00,"Dallas, TX",1042619,18176,317,1000,9439,7420,12,1743.3,30.4,95.91,905.32,711.67,
+1993,CODPD00,"Denver, CO",498402,5252,74,393,2922,1863,12,1053.77,14.85,78.85,586.27,373.79,
+1993,MI82349,"Detroit, MI",1020062,28358,579,1189,12999,13591,12,2780.03,56.76,116.56,1274.33,1332.37,
+1993,TX07102,"El Paso, TX",554515,6109,47,281,4220,1561,12,1101.68,8.48,50.67,761.03,281.51,
+1993,VA02901,"Fairfax County, VA",836460,920,17,100,343,460,12,109.99,2.03,11.96,41.01,54.99,
+1993,TX22012,"Fort Worth, TX",463373,6979,133,507,3589,2750,12,1506.13,28.7,109.42,774.54,593.47,
+1993,CA01005,"Fresno, CA",379977,5511,87,216,2329,2879,12,1450.35,22.9,56.85,612.93,757.68,
+1993,HI00200,"Honolulu, HI",875455,2501,31,286,1099,1085,12,285.68,3.54,32.67,125.53,123.94,
+1993,TXHPD00,"Houston, TX",1724327,25069,446,1109,12742,10772,12,1453.84,25.87,64.31,738.95,624.71,
+1993,INIPD00,"Indianapolis, IN",377723,6292,68,517,3657,2050,12,1665.77,18,136.87,968.17,542.73,
+1993,FL01602,"Jacksonville, FL",672310,11417,125,699,6989,3604,12,1698.17,18.59,103.97,1039.55,536.06,
+1993,MOKPD00,"Kansas City, MO",435428,10961,153,515,6402,3891,12,2517.29,35.14,118.27,1470.28,893.6,
+1993,NV00201,"Las Vegas, NV",717441,7281,91,435,3183,3572,12,1014.86,12.68,60.63,443.66,497.88,
+1993,CA01941,"Long Beach, CA",443259,7116,126,200,3073,3717,12,1605.38,28.43,45.12,693.27,838.56,
+1993,CA01900,"Los Angeles County, CA",947137,16054,229,321,10901,4603,12,1695,24.18,33.89,1150.94,485.99,
+1993,CA01942,"Los Angeles, CA",3525317,83701,1076,1773,42437,38415,12,2374.28,30.52,50.29,1203.78,1089.69,
+1993,KY05680,"Louisville, KY",,,,,,,,,,,,,
+1993,TNMPD00,"Memphis, TN",618981,10113,198,725,3824,5366,12,1633.81,31.99,117.13,617.79,866.91,
+1993,AZ00717,"Mesa, AZ",304695,2335,6,111,1808,410,12,766.34,1.97,36.43,593.38,134.56,
+1993,FL01300,"Miami-Dade County, FL",1103461,20761,183,643,12057,7878,12,1881.44,16.58,58.27,1092.65,713.94,
+1993,FL01306,"Miami, FL",372519,14502,127,204,7089,7082,12,3892.96,34.09,54.76,1902.99,1901.11,
+1993,WIMPD00,"Milwaukee, WI",623114,6014,157,424,1411,4022,12,965.15,25.2,68.05,226.44,645.47,
+1993,MN02711,"Minneapolis, MN",366642,6481,58,518,2727,3178,12,1767.66,15.82,141.28,743.78,866.79,
+1993,MD01604,"Montgomery County, MD",775718,2110,29,205,1034,842,12,272.01,3.74,26.43,133.3,108.54,
+1993,TN01901,"Nashville, TN",513648,9164,87,577,5791,2709,12,1784.1,16.94,112.33,1127.43,527.4,
+1993,NY02900,"Nassau County, NY",1028280,2117,18,71,899,1129,12,205.88,1.75,6.9,87.43,109.79,
+1993,LANPD00,"New Orleans, LA",491619,10024,395,298,4152,5179,12,2038.98,80.35,60.62,844.56,1053.46,
+1993,NY03030,"New York City, NY",7347257,153543,1946,2818,62778,86001,12,2089.8,26.49,38.35,854.44,1170.52,
+1993,NJNPD00,"Newark, NJ",269892,10222,96,257,3977,5892,12,3787.44,35.57,95.22,1473.55,2183.1,
+1993,CA00109,"Oakland, CA",377037,9809,154,353,4743,4559,12,2601.6,40.84,93.62,1257.97,1209.17,
+1993,OK05506,"Oklahoma City, OK",457448,6480,80,515,4161,1724,12,1416.55,17.49,112.58,909.61,376.87,
+1993,NB02802,"Omaha, NE",341499,3899,32,209,2906,752,12,1141.73,9.37,61.2,850.95,220.21,
+1993,FL04804,"Orlando, FL",176748,4140,15,209,2809,1107,12,2342.32,8.49,118.25,1589.27,626.32,
+1993,PAPEP00,"Philadelphia, PA",1559534,19576,439,785,6821,11531,12,1255.25,28.15,50.34,437.37,739.39,
+1993,AZ00723,"Phoenix, AZ",1039369,11911,158,444,7872,3437,12,1145.98,15.2,42.72,757.38,330.68,
+1993,PAPPD00,"Pittsburgh, PA",368473,4479,80,226,1389,2784,12,1215.56,21.71,61.33,376.96,755.55,
+1993,OR02602,"Portland, OR",454889,8445,58,479,5603,2305,12,1856.5,12.75,105.3,1231.73,506.72,
+1993,MD01721,"Prince George's County, MD",632201,7905,133,406,3491,3875,12,1250.39,21.04,64.22,552.2,612.94,
+1993,NC09201,"Raleigh, NC",224057,2030,27,94,1114,795,12,906.02,12.05,41.95,497.19,354.82,
+1993,CA03404,"Sacramento, CA",386732,4850,85,167,2288,2310,12,1254.1,21.98,43.18,591.62,597.31,
+1993,UT01803,"Salt Lake City, UT",170380,1402,19,204,681,498,12,822.87,11.15,119.73,399.69,292.29,
+1993,TXSPD00,"San Antonio, TX",985456,6725,220,553,2973,2979,12,682.43,22.32,56.12,301.69,302.3,
+1993,CA03711,"San Diego, CA",1160603,13463,133,396,8283,4651,12,1160,11.46,34.12,713.68,400.74,
+1993,CA03801,"San Francisco, CA",736377,13365,129,361,4421,8454,12,1814.97,17.52,49.02,600.37,1148.05,
+1993,CA04313,"San Jose, CA",809528,5317,41,391,3699,1186,12,656.8,5.06,48.3,456.93,146.51,
+1993,WASPD00,"Seattle, WA",531274,7437,67,356,4344,2670,12,1399.84,12.61,67.01,817.66,502.57,
+1993,MOSPD00,"St. Louis, MO",387053,14998,267,319,8189,6223,12,3874.92,68.98,82.42,2115.73,1607.79,
+1993,NY05101,"Suffolk County, NY",1211097,3138,44,65,1332,1697,12,259.1,3.63,5.37,109.98,140.12,
+1993,FL02902,"Tampa, FL",288877,9379,43,247,6124,2965,12,3246.71,14.89,85.5,2119.93,1026.39,
+1993,AZ01003,"Tucson, AZ",426344,4363,44,314,3111,894,12,1023.35,10.32,73.65,729.69,209.69,
+1993,OK07205,"Tulsa, OK",378350,4921,54,339,3385,1143,12,1300.65,14.27,89.6,894.67,302.1,
+1993,VA12800,"Virginia Beach, VA",423387,1248,22,181,414,631,12,294.77,5.2,42.75,97.78,149.04,
+1993,DCMPD00,"Washington, DC",578000,16888,454,324,9003,7107,12,2921.8,78.55,56.06,1557.61,1229.58,
+1993,KS08703,"Wichita, KS",313597,2743,48,265,1103,1327,12,874.69,15.31,84.5,351.73,423.15,
+1993,,United States,,1926017,24526,,,,,747.1,9.5,,,,
+1994,NM00101,"Albuquerque, NM",416917,6707,45,288,4940,1434,12,1608.71,10.79,69.08,1184.89,343.95,
+1994,TX22001,"Arlington, TX",286748,2443,18,144,1627,654,12,851.97,6.28,50.22,567.4,228.07,
+1994,GAAPD00,"Atlanta, GA",411204,14684,191,422,8728,5343,12,3570.98,46.45,102.63,2122.55,1299.36,
+1994,CO00101,"Aurora, CO",252833,3661,15,147,2876,623,12,1447.99,5.93,58.14,1137.51,246.41,
+1994,TX22701,"Austin, TX",511676,3249,37,249,1421,1542,12,634.97,7.23,48.66,277.71,301.36,
+1994,MD00301,"Baltimore County, MD",717879,7188,31,281,4711,2165,12,1001.28,4.32,39.14,656.24,301.58,
+1994,MDBPD00,"Baltimore, MD",739180,20951,321,637,8718,11275,12,2834.36,43.43,86.18,1179.42,1525.34,
+1994,MA01301,"Boston, MA",556724,10664,85,453,5881,4245,12,1915.49,15.27,81.37,1056.36,762.5,
+1994,NY01401,"Buffalo, NY",324354,6890,90,280,3251,3269,12,2124.22,27.75,86.33,1002.3,1007.85,
+1994,NC06001,"Charlotte, NC",527121,9102,87,350,5952,2713,12,1726.74,16.5,66.4,1129.15,514.68,
+1994,ILCPD00,"Chicago, IL",2802494,78291,938,3048,40380,33925,12,2793.62,33.47,108.76,1440.86,1210.53,
+1994,OHCIP00,"Cincinnati, OH",366953,4855,38,382,2304,2131,12,1323.06,10.36,104.1,627.87,580.73,
+1994,OHCLP00,"Cleveland, OH",506230,7744,132,749,2939,3924,12,1529.74,26.08,147.96,580.57,775.14,
+1994,OHCOP00,"Columbus, OH",647860,6761,100,679,2383,3599,12,1043.59,15.44,104.81,367.83,555.52,
+1994,TXDPD00,"Dallas, TX",1062677,16886,295,957,8557,7077,12,1589.01,27.76,90.06,805.23,665.96,
+1994,CODPD00,"Denver, CO",511085,4706,81,366,2545,1714,12,920.79,15.85,71.61,497.96,335.36,
+1994,MI82349,"Detroit, MI",1022283,27471,541,1116,13042,12772,12,2687.22,52.92,109.17,1275.77,1249.36,
+1994,TX07102,"El Paso, TX",565183,5369,44,233,4006,1086,12,949.96,7.79,41.23,708.8,192.15,
+1994,VA02901,"Fairfax County, VA",844322,912,19,104,361,428,12,108.02,2.25,12.32,42.76,50.69,
+1994,TX22012,"Fort Worth, TX",472288,6035,132,413,3111,2379,12,1277.82,27.95,87.45,658.71,503.72,
+1994,CA01005,"Fresno, CA",382655,6199,84,192,3113,2810,12,1620,21.95,50.18,813.53,734.34,
+1994,HI00200,"Honolulu, HI",880687,2528,35,266,1169,1058,12,287.05,3.97,30.2,132.74,120.13,
+1994,TXHPD00,"Houston, TX",1758016,22986,375,931,11699,9981,12,1307.5,21.33,52.96,665.47,567.74,
+1994,INIPD00,"Indianapolis, IN",380302,6467,108,483,3422,2454,12,1700.49,28.4,127,899.81,645.28,
+1994,FL01602,"Jacksonville, FL",685776,10423,106,648,6242,3427,12,1519.88,15.46,94.49,910.21,499.73,
+1994,MOKPD00,"Kansas City, MO",439089,10693,142,490,6334,3727,12,2435.27,32.34,111.59,1442.53,848.8,
+1994,NV00201,"Las Vegas, NV",752577,9418,105,574,4934,3805,12,1251.43,13.95,76.27,655.61,505.6,
+1994,CA01941,"Long Beach, CA",446383,6324,80,167,2652,3425,12,1416.72,17.92,37.41,594.11,767.28,
+1994,CA01900,"Los Angeles County, CA",953814,15078,209,263,10511,4095,12,1580.81,21.91,27.57,1102,429.33,
+1994,CA01942,"Los Angeles, CA",3550381,73102,845,1554,39886,30817,12,2058.99,23.8,43.77,1123.43,867.99,
+1994,KY05680,"Louisville, KY",,,,,,,,,,,,,
+1994,TNMPD00,"Memphis, TN",628375,9855,159,695,4013,4988,12,1568.33,25.3,110.6,638.63,793.79,
+1994,AZ00717,"Mesa, AZ",315456,2364,17,120,1820,407,12,749.39,5.39,38.04,576.94,129.02,
+1994,FL01300,"Miami-Dade County, FL",1125748,19518,162,730,11605,7021,12,1733.78,14.39,64.85,1030.87,623.67,
+1994,FL01306,"Miami, FL",379980,12971,116,221,6793,5841,12,3413.6,30.53,58.16,1787.73,1537.19,
+1994,WIMPD00,"Milwaukee, WI",628737,6562,139,429,1977,4017,12,1043.68,22.11,68.23,314.44,638.9,
+1994,MN02711,"Minneapolis, MN",370834,7074,62,578,2990,3444,12,1907.59,16.72,155.86,806.29,928.72,
+1994,MD01604,"Montgomery County, MD",781306,2146,34,193,1050,869,12,274.67,4.35,24.7,134.39,111.22,
+1994,TN01901,"Nashville, TN",521301,9375,73,508,6142,2652,12,1798.39,14,97.45,1178.21,508.73,
+1994,NY02900,"Nassau County, NY",1026696,1963,13,77,866,1007,12,191.2,1.27,7.5,84.35,98.08,
+1994,LANPD00,"New Orleans, LA",493990,9321,424,436,3639,4822,12,1886.88,85.83,88.26,736.65,976.13,
+1994,NY03030,"New York City, NY",7336224,136522,1561,2666,59755,72540,12,1860.93,21.28,36.34,814.52,988.79,
+1994,NJNPD00,"Newark, NJ",271025,10409,96,207,4331,5775,12,3840.61,35.42,76.38,1598.01,2130.8,
+1994,CA00109,"Oakland, CA",379695,8330,140,323,3990,3877,12,2193.87,36.87,85.07,1050.84,1021.08,
+1994,OK05506,"Oklahoma City, OK",461271,6471,65,546,4112,1748,12,1402.86,14.09,118.37,891.45,378.95,
+1994,NB02802,"Omaha, NE",344975,3930,33,217,2762,918,12,1139.21,9.57,62.9,800.64,266.11,
+1994,FL04804,"Orlando, FL",180288,4109,17,144,2853,1095,12,2279.13,9.43,79.87,1582.47,607.36,
+1994,PAPEP00,"Philadelphia, PA",1560576,20638,404,721,6807,12706,12,1322.46,25.89,46.2,436.19,814.19,
+1994,AZ00723,"Phoenix, AZ",1076108,11627,231,438,7507,3451,12,1080.47,21.47,40.7,697.61,320.69,
+1994,PAPPD00,"Pittsburgh, PA",368594,4105,64,261,1311,2469,12,1113.69,17.36,70.81,355.68,669.84,
+1994,OR02602,"Portland, OR",463072,8808,50,400,6014,2344,12,1902.08,10.8,86.38,1298.72,506.18,
+1994,MD01721,"Prince George's County, MD",637404,7378,115,380,3385,3498,12,1157.51,18.04,59.62,531.06,548.79,
+1994,NC09201,"Raleigh, NC",228090,2170,30,89,1226,825,12,951.38,13.15,39.02,537.51,361.7,
+1994,CA03404,"Sacramento, CA",389458,4698,62,174,2170,2292,12,1206.29,15.92,44.68,557.18,588.51,
+1994,UT01803,"Salt Lake City, UT",174827,1320,20,158,640,502,12,755.03,11.44,90.38,366.08,287.14,
+1994,TXSPD00,"San Antonio, TX",999900,6471,194,565,2931,2781,12,647.16,19.4,56.51,293.13,278.13,
+1994,CA03711,"San Diego, CA",1168785,12599,113,403,8238,3845,12,1077.96,9.67,34.48,704.83,328.97,
+1994,CA03801,"San Francisco, CA",741568,10837,91,292,3830,6624,12,1461.36,12.27,39.38,516.47,893.24,
+1994,CA04313,"San Jose, CA",815235,5915,33,375,4398,1109,12,725.56,4.05,46,539.48,136.03,
+1994,WASPD00,"Seattle, WA",540268,6538,69,318,3615,2536,12,1210.14,12.77,58.86,669.11,469.4,
+1994,MOSPD00,"St. Louis, MO",390437,14644,248,304,8067,6025,12,3750.67,63.52,77.86,2066.15,1543.14,
+1994,NY05101,"Suffolk County, NY",1209231,2523,37,40,1220,1226,5,208.64,3.06,3.31,100.89,101.39,
+1994,FL02902,"Tampa, FL",294663,10262,62,298,6524,3378,12,3482.62,21.04,101.13,2214.05,1146.39,
+1994,AZ01003,"Tucson, AZ",441402,4882,37,289,3544,1012,12,1106.02,8.38,65.47,802.9,229.27,
+1994,OK07205,"Tulsa, OK",381640,4639,42,296,3230,1071,12,1215.54,11.01,77.56,846.35,280.63,
+1994,VA12800,"Virginia Beach, VA",427471,1158,33,145,371,609,12,270.9,7.72,33.92,86.79,142.47,
+1994,DCMPD00,"Washington, DC",570000,15177,399,249,8218,6311,12,2662.63,70,43.68,1441.75,1107.19,
+1994,KS08703,"Wichita, KS",316629,2350,42,224,1024,1060,12,742.19,13.26,70.75,323.41,334.78,
+1994,,United States,,1857670,23326,,,,,713.6,9,,,,
+1995,NM00101,"Albuquerque, NM",419714,4735,53,296,2763,1623,12,1128.15,12.63,70.52,658.31,386.69,
+1995,TX22001,"Arlington, TX",292324,2576,9,154,1892,521,12,881.21,3.08,52.68,647.23,178.23,
+1995,GAAPD00,"Atlanta, GA",404337,14744,184,441,8859,5260,12,3646.46,45.51,109.07,2190.99,1300.9,
+1995,CO00101,"Aurora, CO",256957,1958,18,138,1253,549,12,762,7.01,53.71,487.63,213.65,
+1995,TX22701,"Austin, TX",523691,4050,46,308,2360,1336,12,773.36,8.78,58.81,450.65,255.11,
+1995,MD00301,"Baltimore County, MD",716904,7663,38,248,4909,2468,12,1068.9,5.3,34.59,684.75,344.26,
+1995,MDBPD00,"Baltimore, MD",712209,21492,322,683,9134,11353,12,3017.65,45.21,95.9,1282.49,1594.05,
+1995,MA01301,"Boston, MA",550715,9569,96,379,5497,3597,12,1737.56,17.43,68.82,998.16,653.15,
+1995,NY01401,"Buffalo, NY",312395,6333,62,261,3174,2836,12,2027.24,19.85,83.55,1016.02,907.83,
+1995,NC06001,"Charlotte, NC",544146,9228,89,366,5824,2949,12,1695.87,16.36,67.26,1070.3,541.95,
+1995,ILCPD00,"Chicago, IL",2749811,73011,824,2896,39205,30086,12,2655.13,29.97,105.32,1425.73,1094.11,
+1995,OHCIP00,"Cincinnati, OH",359749,4640,50,408,2027,2155,12,1289.79,13.9,113.41,563.45,599.03,
+1995,OHCLP00,"Cleveland, OH",495074,8150,129,689,3108,4224,12,1646.22,26.06,139.17,627.78,853.21,
+1995,OHCOP00,"Columbus, OH",638729,6624,77,636,2582,3329,12,1037.06,12.06,99.57,404.24,521.19,
+1995,TXDPD00,"Dallas, TX",1042088,15969,276,852,8942,5899,12,1532.4,26.49,81.76,858.08,566.08,
+1995,CODPD00,"Denver, CO",505843,4357,81,320,2543,1413,12,861.33,16.01,63.26,502.73,279.34,
+1995,MI82349,"Detroit, MI",997297,24011,475,1104,12356,10076,12,2407.61,47.63,110.7,1238.95,1010.33,
+1995,TX07102,"El Paso, TX",590215,4948,37,242,3593,1076,12,838.34,6.27,41,608.76,182.31,
+1995,VA02901,"Fairfax County, VA",856544,897,15,87,348,447,12,104.72,1.75,10.16,40.63,52.19,
+1995,TX22012,"Fort Worth, TX",460321,5344,108,332,2939,1965,12,1160.93,23.46,72.12,638.47,426.88,
+1995,CA01005,"Fresno, CA",388495,5659,71,212,3210,2166,12,1456.65,18.28,54.57,826.27,557.54,
+1995,HI00200,"Honolulu, HI",880266,2882,38,217,1256,1371,12,327.4,4.32,24.65,142.68,155.75,
+1995,TXHPD00,"Houston, TX",1734335,22260,316,837,11885,9222,12,1283.49,18.22,48.26,685.28,531.73,
+1995,INIPD00,"Indianapolis, IN",373973,5707,82,381,3158,2086,10,1526.05,21.93,101.88,844.45,557.79,
+1995,FL01602,"Jacksonville, FL",679148,9596,86,625,5965,2920,12,1412.95,12.66,92.03,878.31,429.95,
+1995,MOKPD00,"Kansas City, MO",445549,9734,107,470,5811,3346,12,2184.72,24.02,105.49,1304.23,750.98,
+1995,NV00201,"Las Vegas, NV",793432,9523,118,571,5122,3712,12,1200.23,14.87,71.97,645.55,467.84,
+1995,CA01941,"Long Beach, CA",436034,5649,80,171,2624,2774,12,1295.54,18.35,39.22,601.79,636.19,
+1995,CA01900,"Los Angeles County, CA",970545,14140,227,286,9970,3657,12,1456.91,23.39,29.47,1027.26,376.8,
+1995,CA01942,"Los Angeles, CA",3466211,70518,849,1590,38945,29134,12,2034.44,24.49,45.87,1123.56,840.51,
+1995,KY05680,"Louisville, KY",,,,,,,,,,,,,
+1995,TNMPD00,"Memphis, TN",623902,11039,181,785,4294,5779,12,1769.35,29.01,125.82,688.25,926.27,
+1995,AZ00717,"Mesa, AZ",324654,2638,17,128,1986,507,12,812.56,5.24,39.43,611.73,156.17,
+1995,FL01300,"Miami-Dade County, FL",1098208,18560,160,668,11326,6406,12,1690.03,14.57,60.83,1031.32,583.31,
+1995,FL01306,"Miami, FL",378720,12927,110,198,6943,5676,12,3413.34,29.05,52.28,1833.28,1498.73,
+1995,WIMPD00,"Milwaukee, WI",622467,6737,138,370,2579,3650,12,1082.31,22.17,59.44,414.32,586.38,
+1995,MN02711,"Minneapolis, MN",357709,7076,96,578,2852,3550,12,1978.14,26.84,161.58,797.3,992.43,
+1995,MD01604,"Montgomery County, MD",794575,2359,20,215,1109,1015,12,296.89,2.52,27.06,139.57,127.74,
+1995,TN01901,"Nashville, TN",523681,9376,105,487,6109,2675,12,1790.4,20.05,93,1166.55,510.81,
+1995,NY02900,"Nassau County, NY",1025407,1867,17,70,903,877,12,182.07,1.66,6.83,88.06,85.53,
+1995,LANPD00,"New Orleans, LA",487179,10876,363,487,4677,5349,12,2232.44,74.51,99.96,960.02,1097.95,
+1995,NY03030,"New York City, NY",7319546,114023,1177,2317,51251,59278,12,1557.79,16.08,31.65,700.19,809.86,
+1995,NJNPD00,"Newark, NJ",260232,10371,102,216,4573,5480,12,3985.29,39.2,83,1757.28,2105.81,
+1995,CA00109,"Oakland, CA",368771,8323,138,325,3980,3880,0,2256.96,37.42,88.13,1079.26,1052.14,
+1995,OK05506,"Oklahoma City, OK",466232,6027,227,473,3724,1603,12,1292.7,48.69,101.45,798.74,343.82,
+1995,NB02802,"Omaha, NE",348089,3585,27,80,2670,808,12,1029.91,7.76,22.98,767.05,232.12,
+1995,FL04804,"Orlando, FL",179649,3772,19,141,2564,1048,12,2099.65,10.58,78.49,1427.23,583.36,
+1995,PAPEP00,"Philadelphia, PA",1529848,21860,432,773,7043,13612,12,1428.9,28.24,50.53,460.37,889.76,
+1995,AZ00723,"Phoenix, AZ",1085706,11590,214,411,7272,3693,12,1067.51,19.71,37.86,669.79,340.15,
+1995,PAPPD00,"Pittsburgh, PA",354780,3474,58,243,1096,2077,12,979.2,16.35,68.49,308.92,585.43,
+1995,OR02602,"Portland, OR",458623,8833,43,426,6066,2298,12,1925.98,9.38,92.89,1322.65,501.07,
+1995,MD01721,"Prince George's County, MD",640535,7926,127,361,3626,3812,12,1237.4,19.83,56.36,566.09,595.13,
+1995,NC09201,"Raleigh, NC",240891,2039,18,104,1269,648,12,846.44,7.47,43.17,526.79,269,
+1995,CA03404,"Sacramento, CA",375845,4280,57,158,1936,2129,12,1138.77,15.17,42.04,515.11,566.46,
+1995,UT01803,"Salt Lake City, UT",175765,1375,27,148,636,564,12,782.29,15.36,84.2,361.85,320.88,
+1995,TXSPD00,"San Antonio, TX",999900,5178,142,658,2033,2345,12,517.85,14.2,65.81,203.32,234.52,
+1995,CA03711,"San Diego, CA",1157771,11077,91,346,7396,3244,12,956.75,7.86,29.89,638.81,280.19,
+1995,CA03801,"San Francisco, CA",738371,10903,99,304,4031,6469,12,1476.63,13.41,41.17,545.93,876.12,
+1995,CA04313,"San Jose, CA",822845,6649,38,387,5015,1209,12,808.05,4.62,47.03,609.47,146.93,
+1995,WASPD00,"Seattle, WA",529526,4904,41,260,2390,2213,12,926.11,7.74,49.1,451.35,417.92,
+1995,MOSPD00,"St. Louis, MO",371425,12452,204,273,6839,5136,12,3352.49,54.92,73.5,1841.29,1382.78,
+1995,NY05101,"Suffolk County, NY",1212776,2269,30,33,1249,957,5,187.09,2.47,2.72,102.99,78.91,
+1995,FL02902,"Tampa, FL",289882,8735,47,277,5785,2626,12,3013.3,16.21,95.56,1995.64,905.89,
+1995,AZ01003,"Tucson, AZ",449981,5427,65,292,3878,1192,12,1206.05,14.45,64.89,861.81,264.9,
+1995,OK07205,"Tulsa, OK",377152,4359,30,255,3127,947,12,1155.77,7.95,67.61,829.11,251.09,
+1995,VA12800,"Virginia Beach, VA",435959,968,16,99,374,479,12,222.04,3.67,22.71,85.79,109.87,
+1995,DCMPD00,"Washington, DC",554000,14745,361,292,7228,6864,12,2661.55,65.16,52.71,1304.69,1238.99,
+1995,KS08703,"Wichita, KS",311675,2185,41,203,1046,895,12,701.05,13.15,65.13,335.61,287.16,
+1995,,United States,,1798792,21606,,,,,684.5,8.2,,,,
+1996,NM00101,"Albuquerque, NM",426736,6267,70,375,3824,1998,12,1468.59,16.4,87.88,896.1,468.21,
+1996,TX22001,"Arlington, TX",298632,2478,17,156,1687,618,12,829.78,5.69,52.24,564.91,206.94,
+1996,GAAPD00,"Atlanta, GA",413123,13699,196,392,8306,4805,12,3315.96,47.44,94.89,2010.54,1163.09,
+1996,CO00101,"Aurora, CO",262168,1629,11,193,866,559,12,621.36,4.2,73.62,330.32,213.22,
+1996,TX22701,"Austin, TX",537484,3821,40,270,2135,1376,12,710.9,7.44,50.23,397.22,256.01,
+1996,MD00301,"Baltimore County, MD",721218,7408,34,274,4673,2427,12,1027.15,4.71,37.99,647.93,336.51,
+1996,MDBPD00,"Baltimore, MD",716446,19509,330,641,8145,10393,12,2723.02,46.06,89.47,1136.86,1450.63,
+1996,MA01301,"Boston, MA",552519,9154,59,414,5211,3470,12,1656.78,10.68,74.93,943.13,628.03,
+1996,NY01401,"Buffalo, NY",313238,4524,56,269,1576,2623,12,1444.27,17.88,85.88,503.13,837.38,
+1996,NC06001,"Charlotte, NC",554070,8915,71,306,5944,2594,12,1609,12.81,55.23,1072.79,468.17,
+1996,ILCPD00,"Chicago, IL",2754118,67498,789,2752,37097,26860,12,2450.8,28.65,99.92,1346.96,975.27,
+1996,OHCIP00,"Cincinnati, OH",360457,3921,32,315,1800,1774,12,1087.79,8.88,87.39,499.37,492.15,
+1996,OHCLP00,"Cleveland, OH",496049,7631,103,643,2823,4062,12,1538.36,20.76,129.62,569.1,818.87,
+1996,OHCOP00,"Columbus, OH",640297,6216,89,571,2238,3318,12,970.8,13.9,89.18,349.53,518.2,
+1996,TXDPD00,"Dallas, TX",1060585,16280,217,740,9201,6122,12,1535,20.46,69.77,867.54,577.23,
+1996,CODPD00,"Denver, CO",516224,3832,64,358,2083,1327,12,742.31,12.4,69.35,403.51,257.06,
+1996,MI82349,"Detroit, MI",1002299,23239,428,1119,12188,9504,12,2318.57,42.7,111.64,1216,948.22,
+1996,TX07102,"El Paso, TX",602951,5138,30,245,3668,1195,12,852.14,4.98,40.63,608.34,198.19,
+1996,VA02901,"Fairfax County, VA",863918,943,14,107,335,487,12,109.15,1.62,12.39,38.78,56.37,
+1996,TX22012,"Fort Worth, TX",470254,4984,68,319,2905,1692,12,1059.85,14.46,67.84,617.75,359.81,
+1996,CA01005,"Fresno, CA",392049,5461,69,216,3089,2087,12,1392.94,17.6,55.1,787.91,532.33,
+1996,HI00200,"Honolulu, HI",878044,2748,27,222,1078,1421,12,312.97,3.08,25.28,122.77,161.84,
+1996,TXHPD00,"Houston, TX",1772143,22456,261,1002,12917,8276,12,1267.17,14.73,56.54,728.89,467.01,
+1996,INIPD00,"Indianapolis, IN",376531,7418,114,424,4280,2600,12,1970.09,30.28,112.61,1136.69,690.51,
+1996,FL01602,"Jacksonville, FL",690367,9765,85,681,6207,2792,12,1414.47,12.31,98.64,899.09,404.42,
+1996,MOKPD00,"Kansas City, MO",448474,8885,104,412,5488,2881,12,1981.16,23.19,91.87,1223.71,642.4,
+1996,NV00201,"Las Vegas, NV",831303,8409,161,475,4123,3650,12,1011.54,19.37,57.14,495.97,439.07,
+1996,CA01941,"Long Beach, CA",440023,5069,95,158,2385,2431,12,1151.99,21.59,35.91,542.02,552.47,
+1996,CA01900,"Los Angeles County, CA",979425,12772,165,279,9106,3222,12,1304.03,16.85,28.49,929.73,328.97,
+1996,CA01942,"Los Angeles, CA",3498139,62840,711,1463,35477,25189,12,1796.38,20.33,41.82,1014.17,720.07,
+1996,KY05680,"Louisville, KY",,,,,,,,,,,,,
+1996,TNMPD00,"Memphis, TN",631626,12535,161,789,5615,5970,12,1984.56,25.49,124.92,888.98,945.18,
+1996,AZ00717,"Mesa, AZ",340818,2459,18,110,1825,506,12,721.5,5.28,32.28,535.48,148.47,
+1996,FL01300,"Miami-Dade County, FL",1116511,19025,135,788,11754,6348,0,1703.97,12.09,70.58,1052.74,568.56,
+1996,FL01306,"Miami, FL",384976,11990,124,201,6526,5139,12,3114.48,32.21,52.21,1695.17,1334.89,
+1996,WIMPD00,"Milwaukee, WI",627139,5974,130,281,2210,3353,12,952.58,20.73,44.81,352.39,534.65,
+1996,MN02711,"Minneapolis, MN",361595,6808,83,516,2967,3242,12,1882.77,22.95,142.7,820.53,896.58,
+1996,MD01604,"Montgomery County, MD",799302,2165,12,154,1016,983,12,270.86,1.5,19.27,127.11,122.98,
+1996,TN01901,"Nashville, TN",530059,10021,89,487,6535,2910,12,1890.54,16.79,91.88,1232.88,549,
+1996,NY02900,"Nassau County, NY",1028175,1835,8,71,921,835,12,178.47,0.78,6.91,89.58,81.21,
+1996,LANPD00,"New Orleans, LA",488300,11021,351,390,4580,5700,12,2257.01,71.88,79.87,937.95,1167.32,
+1996,NY03030,"New York City, NY",7339594,98660,983,2332,45673,49672,12,1344.22,13.39,31.77,622.28,676.77,
+1996,NJNPD00,"Newark, NJ",261909,8761,92,179,4271,4219,12,3345.05,35.13,68.34,1630.72,1610.86,
+1996,CA00109,"Oakland, CA",372145,8168,93,322,4131,3622,12,2194.84,24.99,86.53,1110.05,973.28,
+1996,OK05506,"Oklahoma City, OK",469632,5308,67,477,3286,1478,12,1130.25,14.27,101.57,699.7,314.71,
+1996,NB02802,"Omaha, NE",350607,4742,27,207,3726,782,12,1352.51,7.7,59.04,1062.73,223.04,
+1996,FL04804,"Orlando, FL",182616,4002,13,165,2744,1080,12,2191.48,7.12,90.35,1502.61,591.4,
+1996,PAPEP00,"Philadelphia, PA",1528403,20190,420,644,5938,13188,12,1320.99,27.48,42.14,388.51,862.86,
+1996,AZ00723,"Phoenix, AZ",1139793,10529,186,460,6126,3757,12,923.76,16.32,40.36,537.47,329.62,
+1996,PAPPD00,"Pittsburgh, PA",354308,2850,47,206,1032,1565,12,804.38,13.27,58.14,291.27,441.71,
+1996,OR02602,"Portland, OR",467906,7835,51,402,5325,2057,12,1674.48,10.9,85.91,1138.05,439.62,
+1996,MD01721,"Prince George's County, MD",644346,7307,132,296,3413,3466,12,1134.02,20.49,45.94,529.68,537.91,
+1996,NC09201,"Raleigh, NC",245176,2109,25,90,1262,732,12,860.2,10.2,36.71,514.73,298.56,
+1996,CA03404,"Sacramento, CA",379283,3707,43,154,1636,1874,12,977.37,11.34,40.6,431.34,494.09,
+1996,UT01803,"Salt Lake City, UT",180180,1501,20,152,738,591,12,833.06,11.1,84.36,409.59,328.01,
+1996,TXSPD00,"San Antonio, TX",1021477,4741,117,637,1637,2350,12,464.13,11.45,62.36,160.26,230.06,
+1996,CA03711,"San Diego, CA",1168364,10148,79,368,6703,2998,12,868.56,6.76,31.5,573.71,256.6,
+1996,CA03801,"San Francisco, CA",745127,9886,82,298,3967,5539,12,1326.75,11,39.99,532.39,743.36,
+1996,CA04313,"San Jose, CA",830374,6075,40,341,4596,1098,12,731.6,4.82,41.07,553.49,132.23,
+1996,WASPD00,"Seattle, WA",539591,4543,37,261,2282,1963,12,841.93,6.86,48.37,422.91,363.79,
+1996,MOSPD00,"St. Louis, MO",374041,10203,166,269,5682,4086,12,2727.78,44.38,71.92,1519.08,1092.39,
+1996,NY05101,"Suffolk County, NY",1218234,2068,39,38,1045,946,12,169.75,3.2,3.12,85.78,77.65,
+1996,FL02902,"Tampa, FL",294670,8689,43,264,5711,2671,12,2948.72,14.59,89.59,1938.1,906.44,
+1996,AZ01003,"Tucson, AZ",472385,5199,46,282,3583,1288,12,1100.59,9.74,59.7,758.49,272.66,
+1996,OK07205,"Tulsa, OK",379798,4428,31,304,3225,868,12,1165.88,8.16,80.04,849.14,228.54,
+1996,VA12800,"Virginia Beach, VA",439851,1075,20,127,473,455,12,244.4,4.55,28.87,107.54,103.44,
+1996,DCMPD00,"Washington, DC",543000,13411,397,260,6310,6444,12,2469.8,73.11,47.88,1162.06,1186.74,
+1996,KS08703,"Wichita, KS",312706,2372,24,227,1298,823,12,758.54,7.67,72.59,415.09,263.19,
+1996,,United States,,1688540,19645,,,,,636.6,7.4,,,,
+1997,NM00101,"Albuquerque, NM",431027,5677,49,270,3629,1729,12,1317.09,11.37,62.64,841.94,401.13,
+1997,TX22001,"Arlington, TX",303487,2420,12,127,1754,527,12,797.4,3.95,41.85,577.95,173.65,
+1997,GAAPD00,"Atlanta, GA",420865,12830,150,366,7563,4751,12,3048.48,35.64,86.96,1797.01,1128.87,
+1997,CO00101,"Aurora, CO",266967,1658,17,223,917,501,12,621.05,6.37,83.53,343.49,187.66,
+1997,TX22701,"Austin, TX",546223,3527,40,283,1920,1284,12,645.71,7.32,51.81,351.5,235.07,
+1997,MD00301,"Baltimore County, MD",724348,7298,23,254,4544,2477,12,1007.53,3.18,35.07,627.32,341.96,
+1997,MDBPD00,"Baltimore, MD",719587,17416,312,480,7995,8629,12,2420.28,43.36,66.7,1111.05,1199.16,
+1997,MA01301,"Boston, MA",555024,7886,43,350,4765,2728,12,1420.84,7.75,63.06,858.52,491.51,
+1997,NY01401,"Buffalo, NY",312411,4013,46,230,1542,2195,12,1284.53,14.72,73.62,493.58,702.6,
+1997,NC06001,"Charlotte, NC",562005,9165,59,345,6045,2716,12,1630.77,10.5,61.39,1075.61,483.27,
+1997,ILCPD00,"Chicago, IL",2765852,65110,757,2545,36519,25289,12,2354.07,27.37,92.02,1320.35,914.33,
+1997,OHCIP00,"Cincinnati, OH",360875,,,,,,0,,,,,,
+1997,OHCLP00,"Cleveland, OH",496624,7244,77,638,2692,3837,12,1458.65,15.5,128.47,542.06,772.62,
+1997,OHCOP00,"Columbus, OH",641338,5987,84,696,2103,3104,12,933.52,13.1,108.52,327.91,483.99,
+1997,TXDPD00,"Dallas, TX",1077829,14915,209,744,8336,5626,12,1383.8,19.39,69.03,773.41,521.98,
+1997,CODPD00,"Denver, CO",525793,3535,69,356,1857,1253,12,672.32,13.12,67.71,353.18,238.31,
+1997,MI82349,"Detroit, MI",1021412,21976,469,968,12331,8208,12,2151.53,45.92,94.77,1207.25,803.59,
+1997,TX07102,"El Paso, TX",612754,4849,24,225,3534,1066,12,791.35,3.92,36.72,576.74,173.97,
+1997,VA02901,"Fairfax County, VA",871555,909,16,71,375,447,12,104.3,1.84,8.15,43.03,51.29,
+1997,TX22012,"Fort Worth, TX",477900,4313,74,265,2572,1402,12,902.49,15.48,55.45,538.19,293.37,
+1997,CA01005,"Fresno, CA",396843,4782,60,192,2736,1794,12,1205.01,15.12,48.38,689.44,452.07,
+1997,HI00200,"Honolulu, HI",880272,2636,34,257,1131,1214,12,299.45,3.86,29.2,128.48,137.91,
+1997,TXHPD00,"Houston, TX",1801370,21157,254,790,11967,8146,12,1174.49,14.1,43.86,664.33,452.21,
+1997,INIPD00,"Indianapolis, IN",378014,7852,118,383,4601,2750,12,2077.17,31.22,101.32,1217.15,727.49,
+1997,FL01602,"Jacksonville, FL",702545,9437,75,606,6387,2369,12,1343.26,10.68,86.26,909.12,337.2,
+1997,MOKPD00,"Kansas City, MO",452070,8569,100,417,5341,2711,12,1895.5,22.12,92.24,1181.45,599.69,
+1997,NV00201,"Las Vegas, NV",869696,9052,146,593,4568,3745,10,1040.82,16.79,68.18,525.24,430.61,
+1997,CA01941,"Long Beach, CA",445404,4207,56,125,2177,1849,12,944.54,12.57,28.06,488.77,415.13,
+1997,CA01900,"Los Angeles County, CA",991403,11427,146,235,8325,2721,12,1152.61,14.73,23.7,839.72,274.46,
+1997,CA01942,"Los Angeles, CA",3541309,56538,576,1413,34043,20506,12,1596.53,16.27,39.9,961.31,579.05,
+1997,KY05680,"Louisville, KY",,,,,,,,,,,,,
+1997,TNMPD00,"Memphis, TN",637492,11836,138,938,5520,5240,12,1856.65,21.65,147.14,865.89,821.97,
+1997,AZ00717,"Mesa, AZ",350592,2554,13,126,1965,450,12,728.48,3.71,35.94,560.48,128.35,
+1997,FL01300,"Miami-Dade County, FL",1136368,16995,162,843,10717,5273,12,1495.55,14.26,74.18,943.09,464.02,
+1997,FL01306,"Miami, FL",391766,11018,98,189,6214,4517,12,2812.39,25.01,48.24,1586.15,1152.98,
+1997,WIMPD00,"Milwaukee, WI",628507,6618,122,307,2636,3553,12,1052.97,19.41,48.85,419.41,565.31,
+1997,MN02711,"Minneapolis, MN",363932,6733,58,536,2831,3308,12,1850.07,15.94,147.28,777.89,908.96,
+1997,MD01604,"Montgomery County, MD",802770,2133,22,173,1097,841,12,265.7,2.74,21.55,136.65,104.76,
+1997,TN01901,"Nashville, TN",531908,9291,112,550,6046,2583,12,1746.73,21.06,103.4,1136.66,485.61,
+1997,NY02900,"Nassau County, NY",1025460,1614,12,62,788,752,12,157.39,1.17,6.05,76.84,73.33,
+1997,LANPD00,"New Orleans, LA",488509,8404,267,385,3780,3972,12,1720.34,54.66,78.81,773.78,813.09,
+1997,NY03030,"New York City, NY",7320477,92853,770,2157,45218,44708,12,1268.4,10.52,29.47,617.69,610.73,
+1997,NJNPD00,"Newark, NJ",264270,7227,57,170,3558,3442,12,2734.7,21.57,64.33,1346.35,1302.46,
+1997,CA00109,"Oakland, CA",376696,8229,99,306,4342,3482,12,2184.52,26.28,81.23,1152.65,924.35,
+1997,OK05506,"Oklahoma City, OK",472046,5065,59,409,3200,1397,12,1072.99,12.5,86.64,677.9,295.95,
+1997,NB02802,"Omaha, NE",351745,4873,31,176,3848,818,12,1385.38,8.81,50.04,1093.97,232.55,
+1997,FL04804,"Orlando, FL",185837,4240,14,174,2790,1262,12,2281.57,7.53,93.63,1501.32,679.09,
+1997,PAPEP00,"Philadelphia, PA",1524409,19204,418,650,6198,11938,12,1259.77,27.42,42.64,406.58,783.12,
+1997,AZ00723,"Phoenix, AZ",1172538,10376,175,428,6048,3725,12,884.92,14.92,36.5,515.8,317.69,
+1997,PAPPD00,"Pittsburgh, PA",353248,2778,50,175,1010,1543,12,786.42,14.15,49.54,285.92,436.8,
+1997,OR02602,"Portland, OR",473696,7600,46,356,5250,1948,12,1604.4,9.71,75.15,1108.31,411.23,
+1997,MD01721,"Prince George's County, MD",647142,6331,75,300,3143,2813,12,978.3,11.59,46.36,485.67,434.68,
+1997,NC09201,"Raleigh, NC",248591,2256,23,102,1404,727,12,907.51,9.25,41.03,564.78,292.45,
+1997,CA03404,"Sacramento, CA",383921,3717,41,161,1664,1851,12,968.17,10.68,41.94,433.42,482.13,
+1997,UT01803,"Salt Lake City, UT",185553,1467,21,141,685,620,12,790.61,11.32,75.99,369.17,334.14,
+1997,TXSPD00,"San Antonio, TX",1038086,4170,95,618,1421,2036,12,401.7,9.15,59.53,136.89,196.13,
+1997,CA03711,"San Diego, CA",1182653,9789,67,384,6734,2604,12,827.72,5.67,32.47,569.4,220.18,
+1997,CA03801,"San Francisco, CA",754239,8549,59,233,3651,4606,12,1133.46,7.82,30.89,484.06,610.68,
+1997,CA04313,"San Jose, CA",840529,6191,43,375,4865,908,12,736.56,5.12,44.61,578.8,108.03,
+1997,WASPD00,"Seattle, WA",547209,5002,49,218,2654,2081,12,914.09,8.95,39.84,485.01,380.29,
+1997,MOSPD00,"St. Louis, MO",377221,9591,153,225,5641,3572,12,2542.54,40.56,59.65,1495.41,946.93,
+1997,NY05101,"Suffolk County, NY",1215017,2080,33,34,1120,893,10,171.19,2.72,2.8,92.18,73.5,
+1997,FL02902,"Tampa, FL",299867,7988,35,265,5149,2539,12,2663.85,11.67,88.37,1717.09,846.71,
+1997,AZ01003,"Tucson, AZ",485933,5116,50,291,3329,1446,12,1052.82,10.29,59.88,685.07,297.57,
+1997,OK07205,"Tulsa, OK",381639,4596,40,278,3361,917,12,1204.28,10.48,72.84,880.68,240.28,
+1997,VA12800,"Virginia Beach, VA",443844,1064,19,102,428,515,12,239.72,4.28,22.98,96.43,116.03,
+1997,DCMPD00,"Washington, DC",529000,10706,301,218,5688,4499,12,2023.82,56.9,41.21,1075.24,850.47,
+1997,KS08703,"Wichita, KS",315690,2631,32,228,1481,890,12,833.41,10.14,72.22,469.13,281.92,
+1997,,United States,,1636096,18208,,,,,611,6.8,,,,
+1998,NM00101,"Albuquerque, NM",422417,5563,37,219,3614,1693,12,1316.95,8.76,51.84,855.55,400.79,
+1998,TX22001,"Arlington, TX",305948,1859,13,138,1202,506,12,607.62,4.25,45.11,392.88,165.39,
+1998,GAAPD00,"Atlanta, GA",414262,12624,149,385,7432,4658,12,3047.35,35.97,92.94,1794.03,1124.41,
+1998,CO00101,"Aurora, CO",262465,1496,28,189,802,477,12,569.98,10.67,72.01,305.56,181.74,
+1998,TX22701,"Austin, TX",559758,3026,32,219,1678,1097,12,540.59,5.72,39.12,299.77,195.98,
+1998,MD00301,"Baltimore County, MD",726462,6104,21,223,3984,1876,12,840.24,2.89,30.7,548.41,258.24,
+1998,MDBPD00,"Baltimore, MD",662253,16025,313,469,7556,7687,12,2419.77,47.26,70.82,1140.95,1160.73,
+1998,MA01301,"Boston, MA",559631,7427,34,356,4703,2334,12,1327.12,6.08,63.61,840.38,417.06,
+1998,NY01401,"Buffalo, NY",308648,3485,39,197,1513,1736,12,1129.12,12.64,63.83,490.2,562.45,
+1998,NC06001,"Charlotte, NC",593078,8627,65,333,5829,2400,12,1454.61,10.96,56.15,982.84,404.67,
+1998,ILCPD00,"Chicago, IL",2750917,62317,703,2387,36110,23117,12,2265.32,25.56,86.77,1312.65,840.34,
+1998,OHCIP00,"Cincinnati, OH",344828,,,,,,0,,,,,,
+1998,OHCLP00,"Cleveland, OH",495516,6481,81,576,2460,3364,12,1307.93,16.35,116.24,496.45,678.89,
+1998,OHCOP00,"Columbus, OH",661227,5401,78,668,2040,2615,12,816.81,11.8,101.02,308.52,395.48,
+1998,TXDPD00,"Dallas, TX",1087178,15932,252,724,9078,5878,12,1465.45,23.18,66.59,835.01,540.67,
+1998,CODPD00,"Denver, CO",509343,2916,51,320,1481,1064,12,572.5,10.01,62.83,290.77,208.9,
+1998,MI82349,"Detroit, MI",999976,24427,430,858,14581,8558,12,2442.76,43,85.8,1458.13,855.82,
+1998,TX07102,"El Paso, TX",624510,4374,17,241,3293,823,12,700.39,2.72,38.59,527.29,131.78,
+1998,VA02901,"Fairfax County, VA",887432,886,15,120,368,383,12,99.84,1.69,13.52,41.47,43.16,
+1998,TX22012,"Fort Worth, TX",497830,4329,64,293,2615,1357,12,869.57,12.86,58.86,525.28,272.58,
+1998,CA01005,"Fresno, CA",404297,4254,36,175,2649,1394,12,1052.2,8.9,43.29,655.21,344.8,
+1998,HI00200,"Honolulu, HI",874736,2342,17,242,1031,1052,12,267.74,1.94,27.67,117.86,120.26,
+1998,TXHPD00,"Houston, TX",1797157,20183,254,654,11564,7711,12,1123.05,14.13,36.39,643.46,429.07,
+1998,INIPD00,"Indianapolis, IN",759689,8624,143,586,5002,2893,12,1135.2,18.82,77.14,658.43,380.81,
+1998,FL01602,"Jacksonville, FL",703251,8113,74,521,5467,2051,12,1153.64,10.52,74.08,777.39,291.65,
+1998,MOKPD00,"Kansas City, MO",447730,8362,130,382,5189,2661,12,1867.64,29.04,85.32,1158.96,594.33,
+1998,NV00201,"Las Vegas, NV",908596,7051,116,501,3142,3292,12,776.03,12.77,55.14,345.81,362.32,
+1998,CA01941,"Long Beach, CA",430018,3697,38,111,1783,1765,12,859.73,8.84,25.81,414.63,410.45,
+1998,CA01900,"Los Angeles County, CA",948423,10270,131,256,7664,2219,12,1082.85,13.81,26.99,808.08,233.97,
+1998,CA01942,"Los Angeles, CA",3621680,49201,426,1395,31545,15835,12,1358.51,11.76,38.52,871,437.23,
+1998,KY05680,"Louisville, KY",,,,,,,,,,,,,
+1998,TNMPD00,"Memphis, TN",604242,9057,115,722,4048,4172,12,1498.9,19.03,119.49,669.93,690.45,
+1998,AZ00717,"Mesa, AZ",364588,2413,11,120,1781,501,12,661.84,3.02,32.91,488.5,137.42,
+1998,FL01300,"Miami-Dade County, FL",1070656,14675,120,773,9587,4195,12,1370.66,11.21,72.2,895.43,391.82,
+1998,FL01306,"Miami, FL",372949,9505,86,140,5482,3797,12,2548.61,23.06,37.54,1469.91,1018.1,
+1998,WIMPD00,"Milwaukee, WI",588339,5895,111,286,2528,2970,12,1001.97,18.87,48.61,429.68,504.81,
+1998,MN02711,"Minneapolis, MN",362124,5524,58,458,2637,2371,12,1525.44,16.02,126.48,728.2,654.75,
+1998,MD01604,"Montgomery County, MD",812755,1838,12,159,955,712,12,226.14,1.48,19.56,117.5,87.6,
+1998,TN01901,"Nashville, TN",524124,8550,97,483,5747,2223,12,1631.29,18.51,92.15,1096.5,424.14,
+1998,NY02900,"Nassau County, NY",1031258,1556,13,60,805,678,9,150.88,1.26,5.82,78.06,65.74,
+1998,LANPD00,"New Orleans, LA",471157,6888,230,299,3394,2965,12,1461.93,48.82,63.46,720.35,629.3,
+1998,NY03030,"New York City, NY",7357745,85891,633,2046,43853,39359,12,1167.35,8.6,27.81,596.01,534.93,
+1998,NJNPD00,"Newark, NJ",269205,5637,60,162,2569,2846,12,2093.94,22.29,60.18,954.29,1057.19,
+1998,CA00109,"Oakland, CA",376375,7008,72,340,3945,2651,12,1861.97,19.13,90.34,1048.16,704.35,
+1998,OK05506,"Oklahoma City, OK",463637,4616,56,421,2867,1272,12,995.61,12.08,90.8,618.37,274.35,
+1998,NB02802,"Omaha, NE",368258,4841,28,173,3692,948,12,1314.57,7.6,46.98,1002.56,257.43,
+1998,FL04804,"Orlando, FL",181527,4088,25,203,2737,1123,12,2252.01,13.77,111.83,1507.76,618.64,
+1998,PAPEP00,"Philadelphia, PA",1449419,21226,338,752,8701,11435,12,1464.45,23.32,51.88,600.31,788.94,
+1998,AZ00723,"Phoenix, AZ",1225692,10201,185,346,5906,3764,12,832.26,15.09,28.23,481.85,307.09,
+1998,PAPPD00,"Pittsburgh, PA",354228,3156,36,194,1348,1578,12,890.95,10.16,54.77,380.55,445.48,
+1998,OR02602,"Portland, OR",488813,6707,26,361,4681,1639,12,1372.1,5.32,73.85,957.63,335.3,
+1998,MD01721,"Prince George's County, MD",655302,6963,101,262,3878,2722,12,1062.56,15.41,39.98,591.79,415.38,
+1998,NC09201,"Raleigh, NC",256084,2116,28,104,1182,802,12,826.29,10.93,40.61,461.57,313.18,
+1998,CA03404,"Sacramento, CA",384703,3376,31,141,1515,1689,12,877.56,8.06,36.65,393.81,439.04,
+1998,UT01803,"Salt Lake City, UT",178579,1465,16,146,705,598,12,820.37,8.96,81.76,394.78,334.87,
+1998,TXSPD00,"San Antonio, TX",1100791,4969,89,734,2366,1780,12,451.4,8.09,66.68,214.94,161.7,
+1998,CA03711,"San Diego, CA",1205728,8744,42,371,6210,2121,12,725.21,3.48,30.77,515.04,175.91,
+1998,CA03801,"San Francisco, CA",741362,7337,58,244,3108,3927,12,989.66,7.82,32.91,419.23,529.7,
+1998,CA04313,"San Jose, CA",860211,5155,29,357,3868,901,12,599.27,3.37,41.5,449.66,104.74,
+1998,WASPD00,"Seattle, WA",538105,4475,49,242,2456,1728,12,831.62,9.11,44.97,456.42,321.13,
+1998,MOSPD00,"St. Louis, MO",344153,8848,113,168,5067,3500,12,2570.95,32.83,48.82,1472.31,1016.99,
+1998,NY05101,"Suffolk County, NY",1218627,2249,30,131,1235,853,4,184.55,2.46,10.75,101.34,70,
+1998,FL02902,"Tampa, FL",295027,7543,40,266,4773,2464,12,2556.72,13.56,90.16,1617.82,835.18,
+1998,AZ01003,"Tucson, AZ",467677,4834,45,364,2940,1485,12,1033.62,9.62,77.83,628.64,317.53,
+1998,OK07205,"Tulsa, OK",386251,4370,38,267,3216,849,12,1131.39,9.84,69.13,832.62,219.81,
+1998,VA12800,"Virginia Beach, VA",436205,990,14,84,403,489,12,226.96,3.21,19.26,92.39,112.1,
+1998,DCMPD00,"Washington, DC",523000,8988,260,190,4932,3606,12,1718.55,49.71,36.33,943.02,689.48,
+1998,KS08703,"Wichita, KS",329179,2190,31,187,1177,795,12,665.29,9.42,56.81,357.56,241.51,
+1998,,United States,,1533887,16974,,,,,567.6,6.3,,,,
+1999,NM00101,"Albuquerque, NM",420169,5255,48,220,3320,1667,12,1250.69,11.42,52.36,790.16,396.75,
+1999,TX22001,"Arlington, TX",310910,1951,11,109,1285,546,12,627.51,3.54,35.06,413.3,175.61,
+1999,GAAPD00,"Atlanta, GA",411291,11226,143,321,6690,4072,12,2729.45,34.77,78.05,1626.59,990.05,
+1999,CO00101,"Aurora, CO",255938,1454,11,182,806,455,12,568.11,4.3,71.11,314.92,177.78,
+1999,TX22701,"Austin, TX",560389,2790,21,193,1574,1002,12,497.87,3.75,34.44,280.88,178.8,
+1999,MD00301,"Baltimore County, MD",727051,6067,30,188,4146,1703,12,834.47,4.13,25.86,570.25,234.23,
+1999,MDBPD00,"Baltimore, MD",650588,18677,305,374,10536,7462,0,2870.79,46.88,57.49,1619.46,1146.96,
+1999,MA01301,"Boston, MA",557812,7263,31,337,4428,2467,12,1302.05,5.56,60.41,793.82,442.26,
+1999,NY01401,"Buffalo, NY",301069,3243,32,176,1562,1473,12,1077.16,10.63,58.46,518.82,489.26,
+1999,NC06001,"Charlotte, NC",604931,8138,84,262,5275,2517,12,1345.28,13.89,43.31,872,416.08,
+1999,ILCPD00,"Chicago, IL",2821032,51347,641,2469,28027,20210,12,1820.15,22.72,87.52,993.5,716.4,
+1999,OHCIP00,"Cincinnati, OH",337815,2491,28,249,1005,1209,12,737.39,8.29,73.71,297.5,357.89,
+1999,OHCLP00,"Cleveland, OH",497903,6051,78,506,2429,3038,12,1215.3,15.67,101.63,487.85,610.16,
+1999,OHCOP00,"Columbus, OH",673401,5755,71,638,2020,3026,12,854.62,10.54,94.74,299.97,449.36,
+1999,TXDPD00,"Dallas, TX",1091386,15435,191,663,8224,6357,12,1414.26,17.5,60.75,753.54,582.47,
+1999,CODPD00,"Denver, CO",509624,2909,63,249,1559,1038,12,570.81,12.36,48.86,305.91,203.68,
+1999,MI82349,"Detroit, MI",975020,21976,415,790,12948,7823,12,2253.9,42.56,81.02,1327.97,802.34,
+1999,TX07102,"El Paso, TX",623888,4280,14,185,3366,715,12,686.02,2.24,29.65,539.52,114.6,
+1999,VA02901,"Fairfax County, VA",903902,575,15,66,236,258,8,63.61,1.66,7.3,26.11,28.54,
+1999,TX22012,"Fort Worth, TX",498883,4246,67,286,2446,1447,12,851.1,13.43,57.33,490.3,290.05,
+1999,CA01005,"Fresno, CA",403966,4008,26,160,2554,1268,12,992.16,6.44,39.61,632.23,313.89,
+1999,HI00200,"Honolulu, HI",866566,2198,37,235,1019,907,12,253.64,4.27,27.12,117.59,104.67,
+1999,TXHPD00,"Houston, TX",1812277,21517,241,748,12178,8350,12,1187.29,13.3,41.27,671.97,460.75,
+1999,INIPD00,"Indianapolis, IN",759066,7714,113,424,4579,2598,12,1016.25,14.89,55.86,603.24,342.26,
+1999,FL01602,"Jacksonville, FL",702462,7265,83,459,5020,1703,12,1034.22,11.82,65.34,714.63,242.43,
+1999,MOKPD00,"Kansas City, MO",443992,7766,117,330,4840,2479,12,1749.13,26.35,74.33,1090.11,558.34,
+1999,NV00201,"Las Vegas, NV",922450,6133,109,532,2371,3121,12,664.86,11.82,57.67,257.03,338.34,
+1999,CA01941,"Long Beach, CA",437218,3257,46,119,1526,1566,12,744.94,10.52,27.22,349.02,358.17,
+1999,CA01900,"Los Angeles County, CA",1002101,9015,117,214,6674,2010,12,899.61,11.68,21.36,666,200.58,
+1999,CA01942,"Los Angeles, CA",3650138,46840,425,1288,30716,14411,12,1283.24,11.64,35.29,841.5,394.81,
+1999,KY05680,"Louisville, KY",,,,,,,,,,,,,
+1999,TNMPD00,"Memphis, TN",609851,8602,118,688,4081,3715,12,1410.51,19.35,112.81,669.18,609.17,
+1999,AZ00717,"Mesa, AZ",368537,2132,9,134,1619,370,12,578.5,2.44,36.36,439.3,100.4,
+1999,FL01300,"Miami-Dade County, FL",1151382,12628,101,642,8407,3478,12,1096.77,8.77,55.76,730.17,302.07,
+1999,FL01306,"Miami, FL",373450,7861,63,113,4609,3076,12,2104.97,16.87,30.26,1234.17,823.67,
+1999,WIMPD00,"Milwaukee, WI",580899,6061,124,272,2531,3134,12,1043.38,21.35,46.82,435.7,539.51,
+1999,MN02711,"Minneapolis, MN",355949,4943,47,451,2349,2096,12,1388.68,13.2,126.7,659.93,588.85,
+1999,MD01604,"Montgomery County, MD",828541,1558,12,122,770,654,12,188.04,1.45,14.72,92.93,78.93,
+1999,TN01901,"Nashville, TN",522935,8405,68,460,5917,1960,12,1607.27,13,87.97,1131.5,374.81,
+1999,NY02900,"Nassau County, NY",1029565,1530,16,83,616,815,0,148.61,1.55,8.06,59.83,79.16,
+1999,LANPD00,"New Orleans, LA",465828,5931,158,280,2760,2733,12,1273.22,33.92,60.11,592.49,586.7,
+1999,NY03030,"New York City, NY",7429263,78945,664,1702,40488,36091,12,1062.62,8.94,22.91,544.98,485.8,
+1999,NJNPD00,"Newark, NJ",268348,4867,69,103,2263,2432,12,1813.69,25.71,38.38,843.31,906.29,
+1999,CA00109,"Oakland, CA",371234,5754,60,305,3199,2190,12,1549.97,16.16,82.16,861.72,589.92,
+1999,OK05506,"Oklahoma City, OK",473772,4071,56,398,2553,1064,12,859.27,11.82,84.01,538.87,224.58,
+1999,NB02802,"Omaha, NE",372364,4613,34,174,3445,960,12,1238.84,9.13,46.73,925.17,257.81,
+1999,FL04804,"Orlando, FL",183547,3922,19,169,2638,1096,12,2136.78,10.35,92.07,1437.23,597.12,
+1999,PAPEP00,"Philadelphia, PA",1435382,23031,292,934,10701,11104,12,1604.52,20.34,65.07,745.52,773.59,
+1999,AZ00723,"Phoenix, AZ",1225881,10199,214,400,5766,3819,12,831.97,17.46,32.63,470.36,311.53,
+1999,PAPPD00,"Pittsburgh, PA",347072,3046,49,138,1278,1581,12,877.63,14.12,39.76,368.22,455.53,
+1999,OR02602,"Portland, OR",508984,6294,35,340,4501,1418,12,1236.58,6.88,66.8,884.31,278.59,
+1999,MD01721,"Prince George's County, MD",661415,5925,89,234,3459,2143,12,895.81,13.46,35.38,522.97,324,
+1999,NC09201,"Raleigh, NC",263008,2031,16,92,1184,739,12,772.22,6.08,34.98,450.18,280.98,
+1999,CA03404,"Sacramento, CA",410089,3084,54,143,1437,1450,12,752.03,13.17,34.87,350.41,353.58,
+1999,UT01803,"Salt Lake City, UT",177010,1258,16,147,610,485,12,710.69,9.04,83.05,344.61,274,
+1999,TXSPD00,"San Antonio, TX",1130173,6340,96,599,3971,1674,12,560.98,8.49,53,351.36,148.12,
+1999,CA03711,"San Diego, CA",1238549,7411,57,355,5187,1812,12,598.36,4.6,28.66,418.8,146.3,
+1999,CA03801,"San Francisco, CA",756700,6555,64,193,2823,3475,12,866.26,8.46,25.51,373.07,459.23,
+1999,CA04313,"San Jose, CA",875840,5088,25,347,3990,726,12,580.93,2.85,39.62,455.56,82.89,
+1999,WASPD00,"Seattle, WA",542954,4166,45,188,2291,1642,12,767.28,8.29,34.63,421.95,302.42,
+1999,MOSPD00,"St. Louis, MO",340836,7611,130,144,4545,2792,12,2233.04,38.14,42.25,1333.49,819.16,
+1999,NY05101,"Suffolk County, NY",1235278,1953,21,120,991,821,0,158.1,1.7,9.71,80.22,66.46,
+1999,FL02902,"Tampa, FL",292941,6603,31,233,4018,2321,12,2254.04,10.58,79.54,1371.61,792.31,
+1999,AZ01003,"Tucson, AZ",471286,4307,36,245,2745,1281,12,913.88,7.64,51.99,582.45,271.81,
+1999,OK07205,"Tulsa, OK",382673,4447,41,235,3284,887,12,1162.09,10.71,61.41,858.17,231.79,
+1999,VA12800,"Virginia Beach, VA",437660,1044,12,107,418,507,12,238.54,2.74,24.45,95.51,115.84,
+1999,DCMPD00,"Washington, DC",519000,8448,241,248,4615,3344,12,1627.75,46.44,47.78,889.21,644.32,
+1999,KS08703,"Wichita, KS",332286,1927,27,169,1031,700,12,579.92,8.13,50.86,310.27,210.66,
+1999,,United States,,1426044,15522,,,,,523,5.7,,,,
+2000,NM00101,"Albuquerque, NM",448607,5136,33,239,3317,1547,12,1144.88,7.36,53.28,739.4,344.85,
+2000,TX22001,"Arlington, TX",332969,2157,14,96,1452,595,12,647.81,4.2,28.83,436.08,178.7,
+2000,GAAPD00,"Atlanta, GA",416474,11583,134,278,6849,4322,12,2781.21,32.17,66.75,1644.52,1037.76,
+2000,CO00101,"Aurora, CO",276393,1513,22,165,853,473,12,547.41,7.96,59.7,308.62,171.13,
+2000,TX22701,"Austin, TX",656562,3098,32,379,1682,1005,12,471.85,4.87,57.72,256.18,153.07,
+2000,MD00301,"Baltimore County, MD",754292,6176,33,238,4323,1582,12,818.78,4.37,31.55,573.12,209.73,
+2000,MDBPD00,"Baltimore, MD",651154,16003,261,366,8763,6613,12,2457.64,40.08,56.21,1345.76,1015.58,
+2000,MA01301,"Boston, MA",589141,7322,39,325,4507,2451,12,1242.83,6.62,55.17,765.01,416.03,
+2000,NY01401,"Buffalo, NY",292648,3657,39,176,1887,1555,12,1249.62,13.33,60.14,644.8,531.36,
+2000,NC06001,"Charlotte, NC",625810,7516,75,308,4482,2651,12,1201,11.98,49.22,716.19,423.61,
+2000,ILCPD00,"Chicago, IL",2896016,48522,631,2001,26545,19345,12,1675.47,21.79,69.09,916.6,667.99,
+2000,OHCIP00,"Cincinnati, OH",331285,2783,22,284,1073,1404,12,840.06,6.64,85.73,323.89,423.8,
+2000,OHCLP00,"Cleveland, OH",478403,6041,71,615,2271,3084,12,1262.74,14.84,128.55,474.7,644.64,
+2000,OHCOP00,"Columbus, OH",711470,5998,67,578,2255,3098,12,843.04,9.42,81.24,316.95,435.44,
+2000,TXDPD00,"Dallas, TX",1188580,16042,231,633,8132,7046,12,1349.68,19.43,53.26,684.18,592.81,
+2000,CODPD00,"Denver, CO",554636,2885,32,296,1518,1039,12,520.16,5.77,53.37,273.69,187.33,
+2000,MI82349,"Detroit, MI",951270,22112,396,811,13037,7868,12,2324.47,41.63,85.25,1370.48,827.1,
+2000,TX07102,"El Paso, TX",563662,4396,20,188,3457,731,12,779.9,3.55,33.35,613.31,129.69,
+2000,VA02901,"Fairfax County, VA",933641,154,2,30,15,107,12,16.49,0.21,3.21,1.61,11.46,
+2000,TX22012,"Fort Worth, TX",534694,3816,61,325,2116,1314,12,713.68,11.41,60.78,395.74,245.75,
+2000,CA01005,"Fresno, CA",427652,3843,24,161,2354,1304,12,898.63,5.61,37.65,550.45,304.92,
+2000,HI00200,"Honolulu, HI",876303,2302,20,240,1058,984,12,262.69,2.28,27.39,120.73,112.29,
+2000,TXHPD00,"Houston, TX",1953631,21491,230,813,12192,8256,12,1100.05,11.77,41.61,624.07,422.6,
+2000,INIPD00,"Indianapolis, IN",793778,6843,96,443,3753,2551,12,862.08,12.09,55.81,472.8,321.37,
+2000,FL01602,"Jacksonville, FL",735617,8207,79,443,5663,2022,12,1115.66,10.74,60.22,769.83,274.87,
+2000,MOKPD00,"Kansas City, MO",441545,7181,113,310,4493,2265,12,1626.33,25.59,70.21,1017.56,512.97,
+2000,NV00201,"Las Vegas, NV",1060541,6349,90,443,2450,3366,12,598.66,8.49,41.77,231.01,317.39,
+2000,CA01941,"Long Beach, CA",461522,3216,49,114,1534,1519,12,696.82,10.62,24.7,332.38,329.13,
+2000,CA01900,"Los Angeles County, CA",986997,9401,111,248,7105,1937,12,952.49,11.25,25.13,719.86,196.25,
+2000,CA01942,"Los Angeles, CA",3694820,50241,550,1459,32705,15527,12,1359.77,14.89,39.49,885.16,420.24,
+2000,KY05680,"Louisville, KY",,,,,,,,,,,,,
+2000,TNMPD00,"Memphis, TN",650100,9616,147,574,4808,4087,12,1479.16,22.61,88.29,739.58,628.67,
+2000,AZ00717,"Mesa, AZ",396375,2393,15,120,1825,433,12,603.72,3.78,30.27,460.42,109.24,
+2000,FL01300,"Miami-Dade County, FL",1204294,12604,101,726,8261,3516,12,1046.59,8.39,60.28,685.96,291.96,
+2000,FL01306,"Miami, FL",362470,7877,66,118,4616,3077,12,2173.15,18.21,32.55,1273.48,848.9,
+2000,WIMPD00,"Milwaukee, WI",596974,5711,122,303,2265,3021,12,956.66,20.44,50.76,379.41,506.05,
+2000,MN02711,"Minneapolis, MN",382618,4404,50,422,1984,1948,12,1151.02,13.07,110.29,518.53,509.12,
+2000,MD01604,"Montgomery County, MD",856042,1692,11,168,805,708,12,197.65,1.28,19.63,94.04,82.71,
+2000,TN01901,"Nashville, TN",553168,8978,72,406,6250,2250,12,1623.02,13.02,73.4,1129.86,406.75,
+2000,NY02900,"Nassau County, NY",1042131,1462,19,85,653,705,0,140.29,1.82,8.16,62.66,67.65,
+2000,LANPD00,"New Orleans, LA",484674,5155,204,227,2303,2421,12,1063.6,42.09,46.84,475.16,499.51,
+2000,NY03030,"New York City, NY",8008278,75692,673,1630,40831,32558,12,945.17,8.4,20.35,509.86,406.55,
+2000,NJNPD00,"Newark, NJ",273546,4092,58,95,2016,1923,12,1495.91,21.2,34.73,736.99,702.99,
+2000,CA00109,"Oakland, CA",399484,5038,80,320,2709,1929,12,1261.13,20.03,80.1,678.12,482.87,
+2000,OK05506,"Oklahoma City, OK",506132,3951,38,388,2535,990,12,780.63,7.51,76.66,500.86,195.6,
+2000,NB02802,"Omaha, NE",390007,3164,37,189,2063,875,12,811.27,9.49,48.46,528.96,224.35,
+2000,FL04804,"Orlando, FL",185951,3926,21,141,2720,1044,12,2111.31,11.29,75.83,1462.75,561.44,
+2000,PAPEP00,"Philadelphia, PA",1517550,22812,319,1021,11047,10425,12,1503.21,21.02,67.28,727.95,686.96,
+2000,AZ00723,"Phoenix, AZ",1321045,9754,152,422,5417,3763,12,738.35,11.51,31.94,410.05,284.85,
+2000,PAPPD00,"Pittsburgh, PA",341247,3267,37,128,1517,1585,12,957.37,10.84,37.51,444.55,464.47,
+2000,OR02602,"Portland, OR",529121,5698,19,369,3864,1446,12,1076.88,3.59,69.74,730.27,273.28,
+2000,MD01721,"Prince George's County, MD",680508,6503,67,198,3698,2540,12,955.61,9.85,29.1,543.42,373.25,
+2000,NC09201,"Raleigh, NC",276093,2049,26,89,1165,769,12,742.14,9.42,32.24,421.96,278.53,
+2000,CA03404,"Sacramento, CA",407018,3117,39,147,1519,1412,12,765.81,9.58,36.12,373.2,346.91,
+2000,UT01803,"Salt Lake City, UT",181743,1301,10,137,578,576,12,715.85,5.5,75.38,318.03,316.93,
+2000,TXSPD00,"San Antonio, TX",1144646,7908,85,456,5668,1699,12,690.87,7.43,39.84,495.17,148.43,
+2000,CA03711,"San Diego, CA",1223400,7160,54,349,4980,1777,12,585.25,4.41,28.53,407.06,145.25,
+2000,CA03801,"San Francisco, CA",776733,6499,59,229,2755,3456,12,836.71,7.6,29.48,354.69,444.94,
+2000,CA04313,"San Jose, CA",894943,4928,19,337,3895,677,12,550.65,2.12,37.66,435.22,75.65,
+2000,WASPD00,"Seattle, WA",563374,4333,36,181,2463,1653,12,769.12,6.39,32.13,437.19,293.41,
+2000,MOSPD00,"St. Louis, MO",348189,7936,124,112,4476,3224,12,2279.22,35.61,32.17,1285.51,925.93,
+2000,NY05101,"Suffolk County, NY",1270508,2393,25,100,1369,899,0,188.35,1.97,7.87,107.75,70.76,
+2000,FL02902,"Tampa, FL",303447,6381,38,235,3925,2183,12,2102.84,12.52,77.44,1293.47,719.4,
+2000,AZ01003,"Tucson, AZ",486699,4542,60,355,2683,1444,12,933.23,12.33,72.94,551.26,296.69,
+2000,OK07205,"Tulsa, OK",393049,4411,33,242,3399,737,12,1122.25,8.4,61.57,864.78,187.51,
+2000,VA12800,"Virginia Beach, VA",425257,943,11,101,380,451,12,221.75,2.59,23.75,89.36,106.05,
+2000,DCMPD00,"Washington, DC",572059,8622,239,251,4579,3553,12,1507.19,41.78,43.88,800.44,621.09,
+2000,KS08703,"Wichita, KS",344284,2081,31,176,1279,595,12,604.44,9,51.12,371.5,172.82,
+2000,,,,,24552,329141,213910,780,70049.27,,,,,,574377
+2001,NM00101,"Albuquerque, NM",451098,5259,34,219,3396,1610,12,1165.82,7.54,48.55,752.83,356.91,
+2001,TX22001,"Arlington, TX",340525,2129,15,145,1282,687,12,625.21,4.4,42.58,376.48,201.75,
+2001,GAAPD00,"Atlanta, GA",426511,10807,143,367,5956,4341,12,2533.82,33.53,86.05,1396.45,1017.79,
+2001,CO00101,"Aurora, CO",283876,1611,17,195,927,472,12,567.5,5.99,68.69,326.55,166.27,
+2001,TX22701,"Austin, TX",671462,3181,26,274,1698,1183,12,473.74,3.87,40.81,252.88,176.18,
+2001,MD00301,"Baltimore County, MD",765496,6542,31,233,4555,1723,12,854.61,4.05,30.44,595.04,225.08,
+2001,MDBPD00,"Baltimore, MD",660826,14799,256,296,8500,5747,12,2239.47,38.74,44.79,1286.27,869.67,
+2001,MA01301,"Boston, MA",591944,7361,65,361,4412,2523,12,1243.53,10.98,60.99,745.34,426.22,
+2001,NY01401,"Buffalo, NY",293187,3709,64,229,1816,1600,12,1265.06,21.83,78.11,619.4,545.73,
+2001,NC06001,"Charlotte, NC",636459,7775,66,293,4420,2996,12,1221.6,10.37,46.04,694.47,470.73,
+2001,ILCPD00,"Chicago, IL",2910709,46608,666,1976,25533,18433,12,1601.26,22.88,67.89,877.21,633.28,
+2001,OHCIP00,"Cincinnati, OH",331880,4007,56,323,1533,2095,12,1207.36,16.87,97.32,461.91,631.25,
+2001,OHCLP00,"Cleveland, OH",479263,6424,77,624,2425,3298,12,1340.39,16.07,130.2,505.99,688.14,
+2001,OHCOP00,"Columbus, OH",712748,6396,81,602,2349,3364,12,897.37,11.36,84.46,329.57,471.98,
+2001,TXDPD00,"Dallas, TX",1215553,17776,240,660,8546,8330,12,1462.38,19.74,54.3,703.05,685.28,
+2001,CODPD00,"Denver, CO",569653,3074,45,317,1462,1250,12,539.63,7.9,55.65,256.65,219.43,
+2001,MI82349,"Detroit, MI",956283,20947,395,652,12804,7096,12,2190.46,41.31,68.18,1338.93,742.04,
+2001,TX07102,"El Paso, TX",576453,4386,20,203,3388,775,12,760.86,3.47,35.22,587.73,134.44,
+2001,VA02901,"Fairfax County, VA",948050,249,2,32,42,173,12,26.26,0.21,3.38,4.43,18.25,
+2001,TX22012,"Fort Worth, TX",546828,3864,67,332,2076,1389,12,706.62,12.25,60.71,379.64,254.01,
+2001,CA01005,"Fresno, CA",435600,4096,40,202,2492,1362,12,940.31,9.18,46.37,572.08,312.67,
+2001,HI00200,"Honolulu, HI",885605,2453,20,293,1141,999,12,276.99,2.26,33.08,128.84,112.8,
+2001,TXHPD00,"Houston, TX",1997965,23419,267,945,12286,9921,12,1172.14,13.36,47.3,614.93,496.56,
+2001,INIPD00,"Indianapolis, IN",798251,7428,112,442,4087,2787,12,930.53,14.03,55.37,511.99,349.14,
+2001,FL01602,"Jacksonville, FL",754679,7388,75,287,4831,2195,12,978.96,9.94,38.03,640.14,290.85,
+2001,MOKPD00,"Kansas City, MO",444267,7081,103,319,4292,2367,12,1593.86,23.18,71.8,966.09,532.79,
+2001,NV00201,"Las Vegas, NV",1117763,7549,133,447,3302,3667,12,675.37,11.9,39.99,295.41,328.07,
+2001,CA01941,"Long Beach, CA",470099,3413,49,125,1822,1417,12,726.02,10.42,26.59,387.58,301.43,
+2001,CA01900,"Los Angeles County, CA",1005891,7997,108,229,5750,1910,12,795.02,10.74,22.77,571.63,189.88,
+2001,CA01942,"Los Angeles, CA",3763486,52243,588,1409,33080,17166,12,1388.15,15.62,37.44,878.97,456.12,
+2001,KY05680,"Louisville, KY",,,,,,,,,,,,,
+2001,TNMPD00,"Memphis, TN",655898,10906,159,489,5915,4343,12,1662.76,24.24,74.55,901.82,662.15,
+2001,AZ00717,"Mesa, AZ",410026,2516,17,106,1941,452,12,613.62,4.15,25.85,473.38,110.24,
+2001,FL01300,"Miami-Dade County, FL",1235499,12309,89,508,8452,3260,12,996.28,7.2,41.12,684.1,263.86,
+2001,FL01306,"Miami, FL",371863,7210,66,118,4307,2719,12,1938.89,17.75,31.73,1158.22,731.18,
+2001,WIMPD00,"Milwaukee, WI",601229,5463,127,295,2128,2913,12,908.64,21.12,49.07,353.94,484.51,
+2001,MN02711,"Minneapolis, MN",386726,4101,43,399,1716,1943,12,1060.44,11.12,103.17,443.73,502.42,
+2001,MD01604,"Montgomery County, MD",868758,1812,18,136,840,818,12,208.57,2.07,15.65,96.69,94.16,
+2001,TN01901,"Nashville, TN",555059,9059,61,413,6081,2504,12,1632.08,10.99,74.41,1095.56,451.12,
+2001,NY02900,"Nassau County, NY",1041508,1755,13,93,896,753,0,168.51,1.25,8.93,86.03,72.3,
+2001,LANPD00,"New Orleans, LA",484289,5877,213,209,2677,2778,12,1213.53,43.98,43.16,552.77,573.62,
+2001,NY03030,"New York City, NY",8023018,68173,629,1530,37812,28202,12,849.72,7.84,19.07,471.29,351.51,
+2001,NJNPD00,"Newark, NJ",275823,3837,90,91,1819,1837,12,1391.11,32.63,32.99,659.48,666.01,
+2001,CA00109,"Oakland, CA",406908,5330,84,295,2826,2125,12,1309.88,20.64,72.5,694.51,522.23,
+2001,OK05506,"Oklahoma City, OK",507517,4183,45,405,2643,1090,12,824.21,8.87,79.8,520.77,214.77,
+2001,NB02802,"Omaha, NE",390456,2708,25,157,1658,868,12,693.55,6.4,40.21,424.63,222.3,
+2001,FL04804,"Orlando, FL",190769,3685,15,135,2449,1086,12,1931.66,7.86,70.77,1283.75,569.27,
+2001,PAPEP00,"Philadelphia, PA",1518302,21404,309,1014,10477,9604,12,1409.73,20.35,66.79,690.05,632.55,
+2001,AZ00723,"Phoenix, AZ",1366542,10532,209,400,5294,4629,12,770.7,15.29,29.27,387.4,338.74,
+2001,PAPPD00,"Pittsburgh, PA",341414,2964,55,134,1391,1384,12,868.15,16.11,39.25,407.42,405.37,
+2001,OR02602,"Portland, OR",537081,4556,21,305,2963,1267,12,848.29,3.91,56.79,551.69,235.9,
+2001,MD01721,"Prince George's County, MD",690617,7202,106,213,3497,3386,12,1042.84,15.35,30.84,506.36,490.29,
+2001,NC09201,"Raleigh, NC",280791,2187,10,91,1282,804,12,778.87,3.56,32.41,456.57,286.33,
+2001,CA03404,"Sacramento, CA",414582,3309,40,169,1660,1440,12,798.15,9.65,40.76,400.4,347.34,
+2001,UT01803,"Salt Lake City, UT",184723,1166,18,121,546,481,12,631.22,9.74,65.5,295.58,260.39,
+2001,TXSPD00,"San Antonio, TX",1170622,9546,100,492,6808,2146,12,815.46,8.54,42.03,581.57,183.32,
+2001,CA03711,"San Diego, CA",1246136,7405,50,342,5284,1729,12,594.24,4.01,27.44,424.03,138.75,
+2001,CA03801,"San Francisco, CA",791168,6784,62,226,2688,3808,12,857.47,7.84,28.57,339.75,481.31,
+2001,CA04313,"San Jose, CA",913513,5564,22,329,4501,712,12,609.08,2.41,36.01,492.71,77.94,
+2001,WASPD00,"Seattle, WA",572345,4150,25,164,2367,1594,12,725.09,4.37,28.65,413.56,278.5,
+2001,MOSPD00,"St. Louis, MO",350336,7664,148,120,4256,3140,12,2187.61,42.25,34.25,1214.83,896.28,
+2001,NY05101,"Suffolk County, NY",1272846,2741,28,140,1613,960,0,215.34,2.2,11,126.72,75.42,
+2001,FL02902,"Tampa, FL",311310,6616,34,212,4011,2359,12,2125.21,10.92,68.1,1288.43,757.77,
+2001,AZ01003,"Tucson, AZ",503461,4823,42,321,2762,1698,12,957.97,8.34,63.76,548.6,337.27,
+2001,OK07205,"Tulsa, OK",394125,4547,34,256,3481,776,12,1153.69,8.63,64.95,883.22,196.89,
+2001,VA12800,"Virginia Beach, VA",431819,838,12,111,349,366,12,194.06,2.78,25.71,80.82,84.76,
+2001,DCMPD00,"Washington, DC",571822,9192,231,181,5003,3777,12,1607.49,40.4,31.65,874.92,660.52,
+2001,KS08703,"Wichita, KS",345081,2443,17,183,1501,742,12,707.95,4.93,53.03,434.97,215.02,
+2001,,,,,7128,23934,326097,217369,780,,,,,,574528
+2002,NM00101,"Albuquerque, NM",457488,4889,51,293,3250,1295,12,1068.66,11.15,64.05,710.4,283.07,
+2002,TX22001,"Arlington, TX",347789,2202,14,152,1242,794,12,633.14,4.03,43.7,357.11,228.3,
+2002,GAAPD00,"Atlanta, GA",435494,9969,152,276,5373,4168,12,2289.12,34.9,63.38,1233.77,957.07,
+2002,CO00101,"Aurora, CO",289584,1827,16,242,1023,546,12,630.91,5.53,83.57,353.27,188.55,
+2002,TX22701,"Austin, TX",685784,3203,25,256,1748,1174,12,467.06,3.65,37.33,254.89,171.19,
+2002,MD00301,"Baltimore County, MD",777313,6531,29,234,4568,1700,12,840.2,3.73,30.1,587.67,218.7,
+2002,MDBPD00,"Baltimore, MD",671028,13789,253,178,8644,4714,12,2054.91,37.7,26.53,1288.17,702.5,
+2002,MA01301,"Boston, MA",596444,6956,60,369,3994,2533,12,1166.25,10.06,61.87,669.64,424.68,
+2002,NY01401,"Buffalo, NY",295441,3757,43,185,1902,1627,12,1271.66,14.55,62.62,643.78,550.7,
+2002,NC06001,"Charlotte, NC",646864,7583,67,289,4334,2893,12,1172.27,10.36,44.68,670,447.23,
+2002,ILCPD00,"Chicago, IL",2938299,45985,648,1963,24842,18532,12,1565.02,22.05,66.81,845.46,630.71,
+2002,OHCIP00,"Cincinnati, OH",333273,4250,70,350,1437,2393,12,1275.23,21,105.02,431.18,718.03,
+2002,OHCLP00,"Cleveland, OH",481274,6364,80,619,2402,3263,12,1322.32,16.62,128.62,499.09,677.99,
+2002,OHCOP00,"Columbus, OH",715739,6499,81,673,2242,3503,12,908.01,11.32,94.03,313.24,489.42,
+2002,TXDPD00,"Dallas, TX",1241481,17018,196,656,8125,8041,12,1370.78,15.79,52.84,654.46,647.69,
+2002,CODPD00,"Denver, CO",581105,3104,51,321,1541,1191,12,534.15,8.78,55.24,265.18,204.95,
+2002,MI82349,"Detroit, MI",961987,19940,402,708,12542,6288,12,2072.79,41.79,73.6,1303.76,653.65,
+2002,TX07102,"El Paso, TX",588750,3892,14,221,3082,575,12,661.06,2.38,37.54,523.48,97.66,
+2002,VA02901,"Fairfax County, VA",961999,480,8,41,130,301,12,49.9,0.83,4.26,13.51,31.29,
+2002,TX22012,"Fort Worth, TX",558493,4243,53,321,2221,1648,12,759.72,9.49,57.48,397.68,295.08,
+2002,CA01005,"Fresno, CA",443363,3780,42,158,2101,1479,12,852.57,9.47,35.64,473.88,333.59,
+2002,HI00200,"Honolulu, HI",900433,2601,18,304,1207,1072,12,288.86,2,33.76,134.05,119.05,
+2002,TXHPD00,"Houston, TX",2040583,24958,256,892,12598,11212,12,1223.08,12.55,43.71,617.37,549.45,
+2002,INIPD00,"Indianapolis, IN",804034,7518,112,441,4028,2937,12,935.04,13.93,54.85,500.97,365.28,
+2002,FL01602,"Jacksonville, FL",769253,7043,90,277,4660,2016,12,915.56,11.7,36.01,605.78,262.07,
+2002,MOKPD00,"Kansas City, MO",447650,6054,83,300,3660,2011,12,1352.4,18.54,67.02,817.6,449.23,
+2002,NV00201,"Las Vegas, NV",1153546,8981,137,494,4574,3776,12,778.56,11.88,42.82,396.52,327.34,
+2002,CA01941,"Long Beach, CA",478478,3626,67,144,1910,1505,12,757.82,14,30.1,399.18,314.54,
+2002,CA01900,"Los Angeles County, CA",1023813,8504,135,270,6181,1918,12,830.62,13.19,26.37,603.72,187.34,
+2002,CA01942,"Los Angeles, CA",3830561,51695,654,1415,32429,17197,12,1349.54,17.07,36.94,846.59,448.94,
+2002,KY05680,"Louisville, KY",,,,,,,,,,,,,
+2002,TNMPD00,"Memphis, TN",662441,10416,149,517,5506,4244,12,1572.37,22.49,78.04,831.17,640.66,
+2002,AZ00717,"Mesa, AZ",421547,2887,22,129,2146,590,12,684.86,5.22,30.6,509.08,139.96,
+2002,FL01300,"Miami-Dade County, FL",1235648,11901,94,494,8115,3198,12,963.14,7.61,39.98,656.74,258.81,
+2002,FL01306,"Miami, FL",379044,7228,65,96,4361,2706,12,1906.9,17.15,25.33,1150.53,713.9,
+2002,WIMPD00,"Milwaukee, WI",605600,5782,111,326,2148,3197,12,954.76,18.33,53.83,354.69,527.91,
+2002,MN02711,"Minneapolis, MN",390415,4123,47,362,1920,1794,12,1056.06,12.04,92.72,491.78,459.51,
+2002,MD01604,"Montgomery County, MD",882167,1942,32,138,895,877,12,220.14,3.63,15.64,101.45,99.41,
+2002,TN01901,"Nashville, TN",560596,8684,63,403,6138,2080,12,1549.07,11.24,71.89,1094.91,371.03,
+2002,NY02900,"Nassau County, NY",1049510,1783,16,92,926,749,12,169.89,1.52,8.77,88.23,71.37,
+2002,LANPD00,"New Orleans, LA",486157,4556,258,162,2142,1994,12,937.15,53.07,33.32,440.6,410.16,
+2002,NY03030,"New York City, NY",8084693,63839,587,1689,34334,27229,12,789.63,7.26,20.89,424.68,336.8,
+2002,NJNPD00,"Newark, NJ",279269,3193,65,88,1473,1567,12,1143.34,23.28,31.51,527.45,561.11,
+2002,CA00109,"Oakland, CA",414161,5661,108,249,2852,2452,12,1366.86,26.08,60.12,688.62,592.04,
+2002,OK05506,"Oklahoma City, OK",512448,4214,38,445,2562,1169,12,822.33,7.42,86.84,499.95,228.12,
+2002,NB02802,"Omaha, NE",394090,2829,26,173,1632,998,12,717.86,6.6,43.9,414.12,253.24,
+2002,FL04804,"Orlando, FL",194454,3619,15,121,2449,1034,12,1861.11,7.71,62.23,1259.42,531.75,
+2002,PAPEP00,"Philadelphia, PA",1524226,20057,288,1035,9865,8869,12,1315.88,18.89,67.9,647.21,581.87,
+2002,AZ00723,"Phoenix, AZ",1404938,10223,177,410,5561,4075,12,727.65,12.6,29.18,395.82,290.05,
+2002,PAPPD00,"Pittsburgh, PA",342529,3794,47,148,1983,1616,12,1107.64,13.72,43.21,578.93,471.78,
+2002,OR02602,"Portland, OR",544604,4512,20,354,2844,1294,12,828.49,3.67,65,522.21,237.6,
+2002,MD01721,"Prince George's County, MD",701275,7430,128,224,3573,3505,12,1059.5,18.25,31.94,509.5,499.8,
+2002,NC09201,"Raleigh, NC",285383,1966,19,106,1144,697,12,688.9,6.66,37.14,400.86,244.23,
+2002,CA03404,"Sacramento, CA",421971,3547,47,185,1581,1734,12,840.58,11.14,43.84,374.67,410.93,
+2002,UT01803,"Salt Lake City, UT",188504,1238,11,110,639,478,12,656.75,5.84,58.35,338.98,253.58,
+2002,TXSPD00,"San Antonio, TX",1195592,9769,100,464,7091,2114,12,817.08,8.36,38.81,593.1,176.82,
+2002,CA03711,"San Diego, CA",1268346,7193,47,330,5189,1627,12,567.12,3.71,26.02,409.12,128.28,
+2002,CA03801,"San Francisco, CA",805269,6059,68,210,2573,3208,12,752.42,8.44,26.08,319.52,398.38,
+2002,CA04313,"San Jose, CA",927821,4134,26,379,2902,827,12,445.56,2.8,40.85,312.78,89.13,
+2002,WASPD00,"Seattle, WA",580089,4092,26,152,2338,1576,12,705.41,4.48,26.2,403.04,271.68,
+2002,MOSPD00,"St. Louis, MO",353004,7499,111,136,4434,2818,12,2124.34,31.44,38.53,1256.08,798.29,
+2002,NY05101,"Suffolk County, NY",1282631,2496,17,143,1429,907,12,194.6,1.33,11.15,111.41,70.71,
+2002,FL02902,"Tampa, FL",317322,6289,37,204,3714,2334,12,1981.9,11.66,64.29,1170.42,735.53,
+2002,AZ01003,"Tucson, AZ",517607,4709,47,338,2974,1350,12,909.76,9.08,65.3,574.57,260.82,
+2002,OK07205,"Tulsa, OK",397953,4323,26,243,3153,901,12,1086.31,6.53,61.06,792.3,226.41,
+2002,VA12800,"Virginia Beach, VA",438175,960,3,138,376,443,12,219.09,0.68,31.49,85.81,101.1,
+2002,DCMPD00,"Washington, DC",570898,9109,262,262,4854,3731,12,1595.56,45.89,45.89,850.24,653.53,
+2002,KS08703,"Wichita, KS",347801,2368,20,208,1344,796,12,680.85,5.75,59.8,386.43,228.87,
+2002,,,,,7130,24305,317150,213080,804,,,,,,561665
+2003,NM00101,"Albuquerque, NM",468764,4439,51,263,3045,1080,12,946.96,10.88,56.1,649.58,230.39,
+2003,TX22001,"Arlington, TX",355385,1863,9,167,1089,598,12,524.22,2.53,46.99,306.43,168.27,
+2003,GAAPD00,"Atlanta, GA",431043,8490,148,281,4360,3701,12,1969.64,34.34,65.19,1011.5,858.62,
+2003,CO00101,"Aurora, CO",288830,1700,18,227,883,572,12,588.58,6.23,78.59,305.72,198.04,
+2003,TX22701,"Austin, TX",682319,3153,27,226,1649,1251,12,462.1,3.96,33.12,241.68,183.35,
+2003,MD00301,"Baltimore County, MD",777463,6170,31,211,4319,1609,12,793.61,3.99,27.14,555.52,206.96,
+2003,MDBPD00,"Baltimore, MD",644554,11183,270,204,6370,4339,12,1735,41.89,31.65,988.28,673.18,
+2003,MA01301,"Boston, MA",589795,7173,39,262,4113,2759,12,1216.19,6.61,44.42,697.36,467.79,
+2003,NY01401,"Buffalo, NY",288187,3924,65,206,1999,1654,12,1361.62,22.55,71.48,693.65,573.93,
+2003,NC06001,"Charlotte, NC",668003,7194,66,306,4134,2688,12,1076.94,9.88,45.81,618.86,402.39,
+2003,ILCPD00,"Chicago, IL",2898374,39483,598,1799,19784,17302,12,1362.25,20.63,62.07,682.59,596.96,
+2003,OHCIP00,"Cincinnati, OH",324297,3656,72,319,1081,2184,12,1127.36,22.2,98.37,333.34,673.46,
+2003,OHCLP00,"Cleveland, OH",468446,6200,73,646,2314,3167,12,1323.53,15.58,137.9,493.97,676.07,
+2003,OHCOP00,"Columbus, OH",726151,6215,109,615,2159,3332,12,855.88,15.01,84.69,297.32,458.86,
+2003,TXDPD00,"Dallas, TX",1230302,16865,226,601,8075,7963,12,1370.8,18.37,48.85,656.34,647.24,
+2003,CODPD00,"Denver, CO",565905,3531,63,304,1743,1421,12,623.96,11.13,53.72,308,251.1,
+2003,MI82349,"Detroit, MI",927766,18724,366,814,11727,5817,12,2018.18,39.45,87.74,1264,626.99,
+2003,TX07102,"El Paso, TX",586392,3502,21,219,2681,581,12,597.21,3.58,37.35,457.2,99.08,
+2003,VA02901,"Fairfax County, VA",972948,648,6,55,235,352,12,66.6,0.62,5.65,24.15,36.18,
+2003,TX22012,"Fort Worth, TX",576339,3751,57,243,1989,1462,12,650.83,9.89,42.16,345.11,253.67,
+2003,CA01005,"Fresno, CA",449898,3505,37,164,2089,1215,12,779.07,8.22,36.45,464.33,270.06,
+2003,HI00200,"Honolulu, HI",905301,2606,15,266,1336,989,12,287.86,1.66,29.38,147.58,109.25,
+2003,TXHPD00,"Houston, TX",2041081,23988,278,768,11957,10985,12,1175.26,13.62,37.63,585.82,538.2,
+2003,INIPD00,"Indianapolis, IN",800167,7067,105,420,3714,2828,12,883.19,13.12,52.49,464.15,353.43,
+2003,FL01602,"Jacksonville, FL",776417,6729,92,213,4080,2344,12,866.67,11.85,27.43,525.49,301.9,
+2003,MOKPD00,"Kansas City, MO",445965,6151,82,308,3871,1890,12,1379.26,18.39,69.06,868.01,423.8,
+2003,NV00201,"Las Vegas, NV",1189388,9158,141,511,4551,3955,12,769.98,11.85,42.96,382.63,332.52,
+2003,CA01941,"Long Beach, CA",477368,3579,49,136,1983,1411,12,749.74,10.26,28.49,415.4,295.58,
+2003,CA01900,"Los Angeles County, CA",1036652,7971,144,225,5846,1756,12,768.92,13.89,21.7,563.93,169.39,
+2003,CA01942,"Los Angeles, CA",3838838,48824,515,1226,30506,16577,12,1271.84,13.42,31.94,794.67,431.82,
+2003,KY05680,"Louisville, KY",623771,3323,50,145,1673,1455,3,532.73,8.02,23.25,268.21,233.26,
+2003,TNMPD00,"Memphis, TN",653858,10312,126,449,5438,4299,12,1577.1,19.27,68.67,831.68,657.48,
+2003,AZ00717,"Mesa, AZ",436569,2346,14,116,1785,431,12,537.37,3.21,26.57,408.87,98.72,
+2003,FL01300,"Miami-Dade County, FL",1262490,11583,95,588,7881,3019,12,917.47,7.52,46.57,624.24,239.13,
+2003,FL01306,"Miami, FL",381651,7157,74,107,4048,2928,12,1875.27,19.39,28.04,1060.65,767.19,
+2003,WIMPD00,"Milwaukee, WI",594269,5290,110,246,2066,2868,12,890.17,18.51,41.4,347.65,482.61,
+2003,MN02711,"Minneapolis, MN",378602,4517,46,384,1895,2192,12,1193.07,12.15,101.43,500.53,578.97,
+2003,MD01604,"Montgomery County, MD",900772,2115,21,134,956,1004,12,234.8,2.33,14.88,106.13,111.46,
+2003,TN01901,"Nashville, TN",554888,8332,72,335,5728,2197,12,1501.56,12.98,60.37,1032.28,395.94,
+2003,NY02900,"Nassau County, NY",1053563,1790,13,86,917,774,12,169.9,1.23,8.16,87.04,73.46,
+2003,LANPD00,"New Orleans, LA",475128,4596,274,213,2038,2071,12,967.32,57.67,44.83,428.94,435.88,
+2003,NY03030,"New York City, NY",8098066,59448,597,1609,31253,25989,12,734.1,7.37,19.87,385.93,320.93,
+2003,NJNPD00,"Newark, NJ",278551,2731,81,85,1261,1304,12,980.43,29.08,30.52,452.7,468.14,
+2003,CA00109,"Oakland, CA",407003,5613,109,268,2762,2474,12,1379.11,26.78,65.85,678.62,607.86,
+2003,OK05506,"Oklahoma City, OK",521681,4642,49,365,2847,1381,12,889.82,9.39,69.97,545.74,264.72,
+2003,NB02802,"Omaha, NE",401692,2627,35,179,1517,896,12,653.98,8.71,44.56,377.65,223.06,
+2003,FL04804,"Orlando, FL",197268,3322,21,136,2316,849,12,1684,10.65,68.94,1174.04,430.38,
+2003,PAPEP00,"Philadelphia, PA",1495903,20620,348,1004,9651,9617,12,1378.43,23.26,67.12,645.16,642.89,
+2003,AZ00723,"Phoenix, AZ",1403228,9722,241,526,5279,3676,12,692.83,17.17,37.48,376.2,261.97,
+2003,PAPPD00,"Pittsburgh, PA",335302,3559,67,136,1721,1635,12,1061.43,19.98,40.56,513.27,487.62,
+2003,OR02602,"Portland, OR",545271,4436,27,310,2732,1367,12,813.54,4.95,56.85,501.04,250.7,
+2003,MD01721,"Prince George's County, MD",714496,6917,116,245,3003,3553,12,968.09,16.24,34.29,420.3,497.27,
+2003,NC09201,"Raleigh, NC",310157,2004,14,81,1161,748,12,646.12,4.51,26.12,374.33,241.17,
+2003,CA03404,"Sacramento, CA",439811,3420,43,187,1560,1630,12,777.61,9.78,42.52,354.7,370.61,
+2003,UT01803,"Salt Lake City, UT",184022,1296,15,80,697,504,12,704.26,8.15,43.47,378.76,273.88,
+2003,TXSPD00,"San Antonio, TX",1212789,7252,85,537,4570,2060,12,597.96,7.01,44.28,376.82,169.86,
+2003,CA03711,"San Diego, CA",1272746,7366,65,406,5269,1626,12,578.75,5.11,31.9,413.99,127.76,
+2003,CA03801,"San Francisco, CA",772065,5725,69,215,2376,3065,12,741.52,8.94,27.85,307.75,396.99,
+2003,CA04313,"San Jose, CA",909890,3378,29,279,2255,815,12,371.25,3.19,30.66,247.83,89.57,
+2003,WASPD00,"Seattle, WA",576296,3944,32,174,2229,1509,12,684.37,5.55,30.19,386.78,261.84,
+2003,MOSPD00,"St. Louis, MO",340256,7424,74,81,4483,2786,12,2181.89,21.75,23.81,1317.54,818.8,
+2003,NY05101,"Suffolk County, NY",1304366,2401,31,112,1300,958,12,184.07,2.38,8.59,99.67,73.45,
+2003,FL02902,"Tampa, FL",320908,5733,41,222,3701,1769,12,1786.49,12.78,69.18,1153.29,551.25,
+2003,AZ01003,"Tucson, AZ",514618,4709,47,330,2854,1478,12,915.05,9.13,64.13,554.59,287.2,
+2003,OK07205,"Tulsa, OK",393907,4304,61,272,3080,891,12,1092.64,15.49,69.05,781.91,226.2,
+2003,VA12800,"Virginia Beach, VA",439454,932,24,121,378,409,12,212.08,5.46,27.53,86.02,93.07,
+2003,DCMPD00,"Washington, DC",563384,8839,248,273,4482,3836,12,1568.91,44.02,48.46,795.55,680.89,
+2003,KS08703,"Wichita, KS",356123,2229,18,220,1435,556,12,625.91,5.05,61.78,402.95,156.13,
+2003,,,,,7255,23461,294279,208401,807,,,,,,533396
+2004,NM00101,"Albuquerque, NM",479074,4720,41,235,3206,1238,12,985.23,8.56,49.05,669.21,258.42,
+2004,TX22001,"Arlington, TX",360970,1893,14,200,1017,662,12,524.42,3.88,55.41,281.74,183.39,
+2004,GAAPD00,"Atlanta, GA",430066,7921,111,267,4427,3116,12,1841.81,25.81,62.08,1029.38,724.54,
+2004,CO00101,"Aurora, CO",293655,1739,13,193,979,554,12,592.19,4.43,65.72,333.38,188.66,
+2004,TX22701,"Austin, TX",683298,3588,26,303,1853,1406,12,525.1,3.81,44.34,271.18,205.77,
+2004,MD00301,"Baltimore County, MD",784118,6147,28,192,4364,1563,12,783.94,3.57,24.49,556.55,199.33,
+2004,MDBPD00,"Baltimore, MD",634279,11667,276,182,7159,4050,12,1839.41,43.51,28.69,1128.68,638.52,
+2004,MA01301,"Boston, MA",580087,6917,61,269,4159,2428,12,1192.41,10.52,46.37,716.96,418.56,
+2004,NY01401,"Buffalo, NY",285567,3804,51,212,2056,1485,12,1332.09,17.86,74.24,719.97,520.02,
+2004,NC06001,"Charlotte, NC",661883,7275,59,312,4118,2786,12,1099.14,8.91,47.14,622.16,420.92,
+2004,ILCPD00,"Chicago, IL",2882746,36863,448,1757,18746,15912,12,1278.75,15.54,60.95,650.28,551.97,
+2004,OHCIP00,"Cincinnati, OH",318005,3668,64,318,877,2409,12,1153.44,20.13,100,275.78,757.54,
+2004,OHCLP00,"Cleveland, OH",462260,6007,79,536,2098,3294,12,1299.49,17.09,115.95,453.86,712.59,
+2004,OHCOP00,"Columbus, OH",729911,5939,78,598,1905,3358,12,813.66,10.69,81.93,260.99,460.06,
+2004,TXDPD00,"Dallas, TX",1228613,16165,248,588,7863,7466,12,1315.71,20.19,47.86,639.99,607.68,
+2004,CODPD00,"Denver, CO",563688,4490,87,243,2718,1442,12,796.54,15.43,43.11,482.18,255.82,
+2004,MI82349,"Detroit, MI",914353,15913,385,719,9358,5451,12,1740.36,42.11,78.63,1023.46,596.16,
+2004,TX07102,"El Paso, TX",593924,3242,11,201,2460,570,12,545.86,1.85,33.84,414.19,95.97,
+2004,VA02901,"Fairfax County, VA",973406,594,2,32,206,354,12,61.02,0.21,3.29,21.16,36.37,
+2004,TX22012,"Fort Worth, TX",594950,3784,52,288,2029,1415,12,636.02,8.74,48.41,341.04,237.84,
+2004,CA01005,"Fresno, CA",456663,3496,53,181,2030,1232,12,765.55,11.61,39.64,444.53,269.78,
+2004,HI00200,"Honolulu, HI",906589,2507,26,222,1441,818,12,276.53,2.87,24.49,158.95,90.23,
+2004,TXHPD00,"Houston, TX",2043446,23427,272,908,12065,10182,12,1146.45,13.31,44.43,590.42,498.28,
+2004,INIPD00,"Indianapolis, IN",800589,7067,109,479,3716,2763,12,882.73,13.61,59.83,464.16,345.12,
+2004,FL01602,"Jacksonville, FL",790972,6533,104,209,3997,2223,12,825.95,13.15,26.42,505.33,281.05,
+2004,MOKPD00,"Kansas City, MO",446659,6449,89,316,4121,1923,12,1443.83,19.93,70.75,922.63,430.53,
+2004,NV00201,"Las Vegas, NV",1239805,9783,131,605,5318,3729,12,789.08,10.57,48.8,428.94,300.77,
+2004,CA01941,"Long Beach, CA",480945,3755,48,137,2037,1533,12,780.75,9.98,28.49,423.54,318.75,
+2004,CA01900,"Los Angeles County, CA",1049786,7201,170,224,5031,1776,12,685.95,16.19,21.34,479.24,169.18,
+2004,CA01942,"Los Angeles, CA",3864018,42786,518,1131,26956,14181,12,1107.29,13.41,29.27,697.62,367,
+2004,KY05680,"Louisville, KY",624697,3280,66,216,1522,1476,12,525.05,10.57,34.58,243.64,236.27,
+2004,TNMPD00,"Memphis, TN",652526,10093,107,448,5765,3773,12,1546.76,16.4,68.66,883.49,578.21,
+2004,AZ00717,"Mesa, AZ",445006,2500,22,124,1933,421,12,561.79,4.94,27.86,434.38,94.61,
+2004,FL01300,"Miami-Dade County, FL",1116701,9193,88,464,6360,2281,12,823.23,7.88,41.55,569.53,204.26,
+2004,FL01306,"Miami, FL",385186,6461,69,102,3923,2367,12,1677.37,17.91,26.48,1018.47,614.51,
+2004,WIMPD00,"Milwaukee, WI",590874,4637,87,176,1823,2551,12,784.77,14.72,29.79,308.53,431.73,
+2004,MN02711,"Minneapolis, MN",376255,4726,53,389,2036,2248,12,1256.06,14.09,103.39,541.12,597.47,
+2004,MD01604,"Montgomery County, MD",909204,1934,18,140,987,789,12,212.71,1.98,15.4,108.56,86.78,
+2004,TN01901,"Nashville, TN",555134,8615,59,395,6036,2125,12,1551.88,10.63,71.15,1087.31,382.79,
+2004,NY02900,"Nassau County, NY",1049729,1760,10,77,949,724,12,167.66,0.95,7.34,90.4,68.97,
+2004,LANPD00,"New Orleans, LA",471057,4467,264,189,2178,1836,12,948.29,56.04,40.12,462.36,389.76,
+2004,NY03030,"New York City, NY",8101321,55688,570,1428,29317,24373,12,687.39,7.04,17.63,361.88,300.85,
+2004,NJNPD00,"Newark, NJ",279857,2867,84,73,1365,1345,12,1024.45,30.02,26.08,487.75,480.6,
+2004,CA00109,"Oakland, CA",403445,5151,83,262,2616,2190,12,1276.75,20.57,64.94,648.42,542.82,
+2004,OK05506,"Oklahoma City, OK",525094,4321,39,374,2735,1173,12,822.9,7.43,71.23,520.86,223.39,
+2004,NB02802,"Omaha, NE",406109,2608,20,187,1577,824,12,642.19,4.92,46.05,388.32,202.9,
+2004,FL04804,"Orlando, FL",203764,3562,17,174,2409,962,12,1748.1,8.34,85.39,1182.25,472.11,
+2004,PAPEP00,"Philadelphia, PA",1484224,20902,330,1001,9814,9757,12,1408.28,22.23,67.44,661.22,657.38,
+2004,AZ00723,"Phoenix, AZ",1428973,9465,202,490,5050,3723,12,662.36,14.14,34.29,353.4,260.54,
+2004,PAPPD00,"Pittsburgh, PA",334231,3739,46,99,1992,1602,12,1118.69,13.76,29.62,595.99,479.31,
+2004,OR02602,"Portland, OR",543838,4034,29,313,2405,1287,12,741.77,5.33,57.55,442.23,236.65,
+2004,MD01721,"Prince George's County, MD",719457,7141,134,259,3220,3528,12,992.55,18.63,36,447.56,490.37,
+2004,NC09201,"Raleigh, NC",321850,1867,16,99,1091,661,12,580.08,4.97,30.76,338.98,205.38,
+2004,CA03404,"Sacramento, CA",450472,4730,50,195,2571,1914,12,1050.01,11.1,43.29,570.73,424.89,
+2004,UT01803,"Salt Lake City, UT",182768,1329,14,93,758,464,12,727.15,7.66,50.88,414.73,253.87,
+2004,TXSPD00,"San Antonio, TX",1235128,7846,94,677,4948,2127,12,635.24,7.61,54.81,400.61,172.21,
+2004,CA03711,"San Diego, CA",1281366,6774,62,373,4689,1650,12,528.65,4.84,29.11,365.94,128.77,
+2004,CA03801,"San Francisco, CA",760353,5757,88,152,2476,3041,12,757.15,11.57,19.99,325.64,399.95,
+2004,CA04313,"San Jose, CA",908712,3379,24,256,2314,785,12,371.84,2.64,28.17,254.65,86.39,
+2004,WASPD00,"Seattle, WA",575816,3798,24,145,2041,1588,12,659.59,4.17,25.18,354.45,275.78,
+2004,MOSPD00,"St. Louis, MO",335143,6957,113,171,4041,2632,12,2075.83,33.72,51.02,1205.75,785.34,
+2004,NY05101,"Suffolk County, NY",1311623,2268,28,109,1286,845,12,172.92,2.13,8.31,98.05,64.42,
+2004,FL02902,"Tampa, FL",324704,5178,30,181,3554,1413,12,1594.68,9.24,55.74,1094.54,435.17,
+2004,AZ01003,"Tucson, AZ",522487,4873,55,387,2879,1552,12,932.65,10.53,74.07,551.02,297.04,
+2004,OK07205,"Tulsa, OK",389135,4688,48,299,3306,1035,12,1204.72,12.34,76.84,849.58,265.97,
+2004,VA12800,"Virginia Beach, VA",443840,1006,15,141,372,478,12,226.66,3.38,31.77,83.81,107.7,
+2004,DCMPD00,"Washington, DC",553523,7336,198,218,3863,3057,12,1325.33,35.77,39.38,697.89,552.28,
+2004,KS08703,"Wichita, KS",356179,2887,29,241,1990,627,12,810.55,8.14,67.66,558.71,176.04,
+2004,,,,,6939,23174,286501,196543,816,,,,,,513157
+2005,NM00101,"Albuquerque, NM",490631,4670,53,285,3182,1150,12,951.84,10.8,58.09,648.55,234.39,
+2005,TX22001,"Arlington, TX",365380,2369,24,178,1399,768,12,648.37,6.57,48.72,382.89,210.19,
+2005,GAAPD00,"Atlanta, GA",430666,7213,90,223,4039,2861,12,1674.85,20.9,51.78,937.85,664.32,
+2005,CO00101,"Aurora, CO",295888,1835,28,223,940,644,12,620.17,9.46,75.37,317.69,217.65,
+2005,TX22701,"Austin, TX",693019,3393,26,312,1873,1182,12,489.6,3.75,45.02,270.27,170.56,
+2005,MD00301,"Baltimore County, MD",786768,5609,40,177,3627,1765,12,712.92,5.08,22.5,461,224.34,
+2005,MDBPD00,"Baltimore, MD",641097,11248,269,162,6907,3910,12,1754.49,41.96,25.27,1077.37,609.89,
+2005,MA01301,"Boston, MA",567589,7479,73,268,4489,2649,12,1317.68,12.86,47.22,790.89,466.71,
+2005,NY01401,"Buffalo, NY",283269,3938,56,184,2031,1667,12,1390.2,19.77,64.96,716.99,588.49,
+2005,NC06001,"Charlotte, NC",677122,7933,85,323,3876,3649,12,1171.58,12.55,47.7,572.42,538.9,
+2005,ILCPD00,"Chicago, IL",2873441,36050,448,1695,17943,15964,12,1254.59,15.59,58.99,624.44,555.57,
+2005,OHCIP00,"Cincinnati, OH",314292,3738,79,329,1010,2320,12,1189.34,25.14,104.68,321.36,738.17,
+2005,OHCLP00,"Cleveland, OH",458885,6430,110,488,2088,3744,12,1401.22,23.97,106.34,455.02,815.89,
+2005,OHCOP00,"Columbus, OH",730329,6203,103,557,1733,3810,12,849.34,14.1,76.27,237.29,521.68,
+2005,TXDPD00,"Dallas, TX",1230303,15429,202,562,7783,6882,12,1254.08,16.42,45.68,632.61,559.37,
+2005,CODPD00,"Denver, CO",564552,4446,59,316,2642,1429,12,787.53,10.45,55.97,467.98,253.12,
+2005,MI82349,"Detroit, MI",900932,21274,373,590,13485,6826,12,2361.33,41.4,65.49,1496.78,757.66,
+2005,TX07102,"El Paso, TX",601839,2621,14,301,1858,448,12,435.5,2.33,50.01,308.72,74.44,
+2005,VA02901,"Fairfax County, VA",980586,575,14,57,206,298,12,58.64,1.43,5.81,21.01,30.39,
+2005,TX22012,"Fort Worth, TX",613261,3920,60,311,2170,1379,12,639.21,9.78,50.71,353.85,224.86,
+2005,CA01005,"Fresno, CA",460758,3897,49,149,2424,1275,12,845.78,10.63,32.34,526.09,276.72,
+2005,HI00200,"Honolulu, HI",908521,2570,15,234,1480,841,12,282.88,1.65,25.76,162.9,92.57,
+2005,TXHPD00,"Houston, TX",2045732,23987,334,872,11653,11128,12,1172.54,16.33,42.63,569.62,543.96,
+2005,INIPD00,"Indianapolis, IN",800304,7948,108,527,4039,3274,12,993.12,13.49,65.85,504.68,409.09,
+2005,FL01602,"Jacksonville, FL",795259,6600,91,189,4067,2253,12,829.92,11.44,23.77,511.41,283.3,
+2005,MOKPD00,"Kansas City, MO",447915,6536,126,295,4115,2000,12,1459.21,28.13,65.86,918.7,446.51,
+2005,NV00201,"Las Vegas, NV",1281698,9530,145,616,5275,3494,12,743.54,11.31,48.06,411.56,272.61,
+2005,CA01941,"Long Beach, CA",479729,3399,42,104,1850,1403,12,708.53,8.75,21.68,385.63,292.46,
+2005,CA01900,"Los Angeles County, CA",1058840,7459,168,233,5148,1910,12,704.45,15.87,22.01,486.19,180.39,
+2005,CA01942,"Los Angeles, CA",3871077,31767,489,1105,16376,13797,12,820.62,12.63,28.55,423.03,356.41,
+2005,KY05680,"Louisville, KY",623735,3896,55,209,1810,1822,12,624.62,8.82,33.51,290.19,292.11,
+2005,TNMPD00,"Memphis, TN",678988,12637,138,401,7632,4466,12,1861.15,20.32,59.06,1124.03,657.74,
+2005,AZ00717,"Mesa, AZ",452340,2280,29,194,1597,460,12,504.05,6.41,42.89,353.05,101.69,
+2005,FL01300,"Miami-Dade County, FL",1136560,9263,70,432,6420,2341,12,815,6.16,38.01,564.86,205.97,
+2005,FL01306,"Miami, FL",388295,6134,54,62,3999,2019,12,1579.73,13.91,15.97,1029.89,519.97,
+2005,WIMPD00,"Milwaukee, WI",586500,6027,121,158,2811,2937,12,1027.62,20.63,26.94,479.28,500.77,
+2005,MN02711,"Minneapolis, MN",376277,5472,47,402,2439,2584,12,1454.25,12.49,106.84,648.19,686.73,
+2005,MD01604,"Montgomery County, MD",910985,2079,19,150,875,1035,12,228.21,2.09,16.47,96.05,113.61,
+2005,TN01901,"Nashville, TN",557034,8982,95,344,6103,2440,12,1612.47,17.05,61.76,1095.62,438.03,
+2005,NY02900,"Nassau County, NY",1048386,1793,16,76,868,833,12,171.02,1.53,7.25,82.79,79.46,
+2005,LANPD00,"New Orleans, LA",463072,2090,138,89,1107,756,6,451.33,29.8,19.22,239.06,163.26,
+2005,NY03030,"New York City, NY",8115690,54623,539,1412,27950,24722,12,673.05,6.64,17.4,344.39,304.62,
+2005,NJNPD00,"Newark, NJ",281063,2821,97,83,1391,1250,12,1003.69,34.51,29.53,494.91,444.74,
+2005,CA00109,"Oakland, CA",400619,5692,93,306,2621,2672,12,1420.8,23.21,76.38,654.24,666.97,
+2005,OK05506,"Oklahoma City, OK",531688,4538,54,358,2933,1193,12,853.51,10.16,67.33,551.64,224.38,
+2005,NB02802,"Omaha, NE",412128,2327,31,199,1415,682,12,564.63,7.52,48.29,343.34,165.48,
+2005,FL04804,"Orlando, FL",210290,3801,22,165,2410,1204,12,1807.5,10.46,78.46,1146.04,572.54,
+2005,PAPEP00,"Philadelphia, PA",1472915,21609,377,1024,10139,10069,12,1467.09,25.6,69.52,688.36,683.61,
+2005,AZ00723,"Phoenix, AZ",1466296,10691,220,533,5701,4237,12,729.12,15,36.35,388.8,288.96,
+2005,PAPPD00,"Pittsburgh, PA",330780,3385,63,117,1588,1617,12,1023.34,19.05,35.37,480.08,488.84,
+2005,OR02602,"Portland, OR",540389,3858,20,325,2376,1137,12,713.93,3.7,60.14,439.68,210.4,
+2005,MD01721,"Prince George's County, MD",722018,8232,150,266,3369,4447,12,1140.14,20.78,36.84,466.61,615.91,
+2005,NC09201,"Raleigh, NC",332084,2050,19,88,1181,762,12,617.31,5.72,26.5,355.63,229.46,
+2005,CA03404,"Sacramento, CA",457347,5265,52,170,3025,2018,12,1151.2,11.37,37.17,661.42,441.24,
+2005,UT01803,"Salt Lake City, UT",184627,1301,9,76,797,419,12,704.66,4.87,41.16,431.68,226.94,
+2005,TXSPD00,"San Antonio, TX",1256584,8007,86,593,5174,2154,12,637.2,6.84,47.19,411.75,171.42,
+2005,CA03711,"San Diego, CA",1272148,6603,51,376,4314,1862,12,519.04,4.01,29.56,339.11,146.37,
+2005,CA03801,"San Francisco, CA",749172,5985,96,172,2639,3078,12,798.88,12.81,22.96,352.26,410.85,
+2005,CA04313,"San Jose, CA",910528,3492,26,263,2319,884,12,383.51,2.86,28.88,254.69,97.09,
+2005,WASPD00,"Seattle, WA",579215,4109,25,138,2339,1607,12,709.41,4.32,23.83,403.82,277.44,
+2005,MOSPD00,"St. Louis, MO",346005,8323,131,276,4951,2965,12,2405.46,37.86,79.77,1430.9,856.92,
+2005,NY05101,"Suffolk County, NY",1316259,2446,28,82,1299,1037,12,185.83,2.13,6.23,98.69,78.78,
+2005,FL02902,"Tampa, FL",329035,4707,20,210,3317,1160,12,1430.55,6.08,63.82,1008.1,352.55,
+2005,AZ01003,"Tucson, AZ",529447,5048,55,378,2930,1685,12,953.45,10.39,71.4,553.41,318.26,
+2005,OK07205,"Tulsa, OK",386414,4995,58,303,3538,1096,12,1292.66,15.01,78.41,915.6,283.63,
+2005,VA12800,"Virginia Beach, VA",446448,1139,19,100,399,621,12,255.12,4.26,22.4,89.37,139.1,
+2005,DCMPD00,"Washington, DC",550521,7716,195,165,3854,3502,12,1401.58,35.42,29.97,700.06,636.12,
+2005,KS08703,"Wichita, KS",355011,2644,12,186,1950,496,12,744.77,3.38,52.39,549.28,139.71,
+2005,,,,,7103,22746,281288,204989,810,,,,,,516126
+2006,NM00101,"Albuquerque, NM",500955,4550,34,286,3059,1171,12,908.27,6.79,57.09,610.63,233.75,
+2006,TX22001,"Arlington, TX",373086,2728,14,192,1632,890,12,731.2,3.75,51.46,437.43,238.55,
+2006,GAAPD00,"Atlanta, GA",485804,7548,110,171,4308,2959,12,1553.71,22.64,35.2,886.78,609.09,
+2006,CO00101,"Aurora, CO",302855,1857,18,217,1022,600,12,613.16,5.94,71.65,337.46,198.11,
+2006,TX22701,"Austin, TX",709813,3658,20,319,1961,1358,12,515.35,2.82,44.94,276.27,191.32,
+2006,MD00301,"Baltimore County, MD",788266,5664,34,141,3405,2084,12,718.54,4.31,17.89,431.96,264.38,
+2006,MDBPD00,"Baltimore, MD",637556,10816,276,138,6173,4229,12,1696.48,43.29,21.65,968.23,663.31,
+2006,MA01301,"Boston, MA",562393,7533,75,275,4485,2698,12,1339.45,13.34,48.9,797.49,479.74,
+2006,NY01401,"Buffalo, NY",280494,3957,74,174,2001,1708,12,1410.73,26.38,62.03,713.38,608.93,
+2006,NC06001,"Charlotte, NC",699398,7532,83,346,3896,3207,12,1076.93,11.87,49.47,557.05,458.54,
+2006,ILCPD00,"Chicago, IL",2857796,35363,468,1587,17445,15863,12,1237.42,16.38,55.53,610.44,555.08,
+2006,OHCIP00,"Cincinnati, OH",309104,3777,90,296,1050,2341,12,1221.92,29.12,95.76,339.69,757.35,
+2006,OHCLP00,"Cleveland, OH",452759,7030,77,455,2201,4297,12,1552.7,17.01,100.49,486.13,949.07,
+2006,OHCOP00,"Columbus, OH",731547,5952,85,598,1615,3654,12,813.62,11.62,81.74,220.77,499.49,
+2006,TXDPD00,"Dallas, TX",1248223,15058,187,665,7292,6914,12,1206.35,14.98,53.28,584.19,553.91,
+2006,CODPD00,"Denver, CO",568465,4324,51,342,2651,1280,12,760.64,8.97,60.16,466.34,225.17,
+2006,MI82349,"Detroit, MI",884462,21391,421,592,13143,7235,12,2418.53,47.6,66.93,1485.99,818.01,
+2006,TX07102,"El Paso, TX",615553,2422,13,300,1606,503,12,393.47,2.11,48.74,260.9,81.72,
+2006,VA02901,"Fairfax County, VA",979381,764,14,54,278,418,12,78.01,1.43,5.51,28.39,42.68,
+2006,TX22012,"Fort Worth, TX",641752,4219,50,251,2499,1419,12,657.42,7.79,39.11,389.4,221.11,
+2006,CA01005,"Fresno, CA",465269,3524,52,133,2057,1282,12,757.41,11.18,28.59,442.11,275.54,
+2006,HI00200,"Honolulu, HI",912693,2745,17,229,1543,956,12,300.76,1.86,25.09,169.06,104.74,
+2006,TXHPD00,"Houston, TX",2073729,24250,377,854,11648,11371,12,1169.39,18.18,41.18,561.69,548.34,
+2006,INIPD00,"Indianapolis, IN",800969,7689,140,549,3751,3249,12,959.96,17.48,68.54,468.31,405.63,
+2006,FL01602,"Jacksonville, FL",795822,6663,110,218,4031,2304,12,837.25,13.82,27.39,506.52,289.51,
+2006,MOKPD00,"Kansas City, MO",448218,6471,112,321,3994,2044,12,1443.72,24.99,71.62,891.08,456.03,
+2006,NV00201,"Las Vegas, NV",1315625,12931,152,718,6680,5381,12,982.88,11.55,54.57,507.74,409.01,
+2006,CA01941,"Long Beach, CA",478283,3420,41,134,1805,1440,12,715.06,8.57,28.02,377.39,301.08,
+2006,CA01900,"Los Angeles County, CA",1067567,7290,135,222,4925,2008,12,682.86,12.65,20.79,461.33,188.09,
+2006,CA01942,"Los Angeles, CA",3879455,30526,480,1059,14634,14353,12,786.86,12.37,27.3,377.22,369.97,
+2006,KY05680,"Louisville, KY",626018,3836,50,175,1873,1738,12,612.76,7.99,27.95,299.19,277.63,
+2006,TNMPD00,"Memphis, TN",680828,13557,149,434,7661,5313,12,1991.25,21.89,63.75,1125.25,780.37,
+2006,AZ00717,"Mesa, AZ",459705,2084,26,203,1347,508,12,453.33,5.66,44.16,293.01,110.51,
+2006,FL01300,"Miami-Dade County, FL",1145259,9047,98,413,6180,2356,12,789.95,8.56,36.06,539.62,205.72,
+2006,FL01306,"Miami, FL",392934,5931,77,101,3642,2111,12,1509.41,19.6,25.7,926.87,537.24,
+2006,WIMPD00,"Milwaukee, WI",581005,7802,103,220,3873,3606,12,1342.85,17.73,37.87,666.6,620.65,
+2006,MN02711,"Minneapolis, MN",375302,6374,57,453,2836,3028,12,1698.37,15.19,120.7,755.66,806.82,
+2006,MD01604,"Montgomery County, MD",911532,2155,15,141,833,1166,12,236.42,1.65,15.47,91.38,127.92,
+2006,TN01901,"Nashville, TN",560813,8565,80,320,5740,2425,12,1527.25,14.27,57.06,1023.51,432.41,
+2006,NY02900,"Nassau County, NY",1044248,1813,14,74,859,866,12,173.62,1.34,7.09,82.26,82.93,
+2006,LANPD00,"New Orleans, LA",431153,2255,162,87,1245,761,12,523.02,37.57,20.18,288.76,176.5,
+2006,NY03030,"New York City, NY",8165001,52086,596,1071,26908,23511,12,637.92,7.3,13.12,329.55,287.95,
+2006,NJNPD00,"Newark, NJ",280877,2839,105,87,1359,1288,12,1010.76,37.38,30.97,483.84,458.56,
+2006,CA00109,"Oakland, CA",398834,7599,145,306,3614,3534,12,1905.3,36.36,76.72,906.14,886.08,
+2006,OK05506,"Oklahoma City, OK",536016,4301,55,327,2740,1179,12,802.4,10.26,61.01,511.18,219.96,
+2006,NB02802,"Omaha, NE",416770,2505,33,187,1437,848,12,601.05,7.92,44.87,344.79,203.47,
+2006,FL04804,"Orlando, FL",216819,4300,49,163,2560,1528,12,1983.22,22.6,75.18,1180.71,704.74,
+2006,PAPEP00,"Philadelphia, PA",1464576,22884,407,960,10546,10971,12,1562.5,27.79,65.55,720.07,749.09,
+2006,AZ00723,"Phoenix, AZ",1517443,11195,235,550,6047,4363,12,737.75,15.49,36.25,398.5,287.52,
+2006,PAPPD00,"Pittsburgh, PA",324604,3473,56,102,1593,1722,12,1069.92,17.25,31.42,490.75,530.49,
+2006,OR02602,"Portland, OR",542174,3872,20,293,2262,1297,12,714.16,3.69,54.04,417.21,239.22,
+2006,MD01721,"Prince George's County, MD",705672,6892,117,255,3179,3341,12,976.66,16.58,36.14,450.49,473.45,
+2006,NC09201,"Raleigh, NC",348345,2223,19,97,1325,782,12,638.16,5.45,27.85,380.37,224.49,
+2006,CA03404,"Sacramento, CA",460552,5556,57,196,3115,2188,12,1206.38,12.38,42.56,676.36,475.08,
+2006,UT01803,"Salt Lake City, UT",183901,1504,8,95,893,508,12,817.83,4.35,51.66,485.59,276.24,
+2006,TXSPD00,"San Antonio, TX",1292116,7977,119,514,5023,2321,12,617.36,9.21,39.78,388.74,179.63,
+2006,CA03711,"San Diego, CA",1266847,6391,68,348,3811,2164,12,504.48,5.37,27.47,300.83,170.82,
+2006,CA03801,"San Francisco, CA",746085,6533,86,154,2435,3858,12,875.64,11.53,20.64,326.37,517.1,
+2006,CA04313,"San Jose, CA",920548,3561,29,217,2285,1030,12,386.83,3.15,23.57,248.22,111.89,
+2006,WASPD00,"Seattle, WA",583772,4152,30,129,2326,1667,12,711.24,5.14,22.1,398.44,285.56,
+2006,MOSPD00,"St. Louis, MO",346879,8605,129,337,4992,3147,12,2480.69,37.19,97.15,1439.12,907.23,
+2006,NY05101,"Suffolk County, NY",1315904,2481,37,86,1331,1027,12,188.54,2.81,6.54,101.15,78.05,
+2006,FL02902,"Tampa, FL",331487,3839,25,133,2470,1211,12,1158.11,7.54,40.12,745.13,365.32,
+2006,AZ01003,"Tucson, AZ",535232,4580,51,294,2560,1675,12,855.7,9.53,54.93,478.3,312.95,
+2006,OK07205,"Tulsa, OK",385834,4816,53,289,3477,997,12,1248.21,13.74,74.9,901.16,258.4,
+2006,VA12800,"Virginia Beach, VA",442784,1255,19,116,444,676,12,283.43,4.29,26.2,100.27,152.67,
+2006,DCMPD00,"Washington, DC",581530,8408,169,182,4453,3604,12,1445.84,29.06,31.3,765.74,619.74,
+2006,KS08703,"Wichita, KS",357372,3325,26,245,2534,520,12,930.4,7.28,68.56,709.07,145.51,
+2006,,,,,7384,22190,278598,214051,816,,,,,,522223
+2007,NM00101,"Albuquerque, NM",513124,5080,47,307,3287,1439,12,990.01,9.16,59.83,640.59,280.44,
+2007,TX22001,"Arlington, TX",372073,2588,13,156,1677,742,12,695.56,3.49,41.93,450.72,199.42,
+2007,GAAPD00,"Atlanta, GA",497290,8075,129,148,4221,3577,12,1623.8,25.94,29.76,848.8,719.3,
+2007,CO00101,"Aurora, CO",307621,1685,14,191,896,584,12,547.75,4.55,62.09,291.27,189.84,
+2007,TX22701,"Austin, TX",716817,3871,30,328,2056,1457,12,540.03,4.19,45.76,286.82,203.26,
+2007,MD00301,"Baltimore County, MD",785567,5331,36,151,3358,1786,12,678.62,4.58,19.22,427.46,227.35,
+2007,MDBPD00,"Baltimore, MD",624237,10182,282,146,5859,3895,12,1631.11,45.18,23.39,938.59,623.96,
+2007,MA01301,"Boston, MA",591855,6837,65,263,4267,2242,12,1155.18,10.98,44.44,720.95,378.81,
+2007,NY01401,"Buffalo, NY",273832,3490,54,164,1739,1533,12,1274.5,19.72,59.89,635.06,559.83,
+2007,NC06001,"Charlotte, NC",733291,7233,76,282,3684,3191,12,986.38,10.36,38.46,502.39,435.16,
+2007,ILCPD00,"Chicago, IL",2824434,34936,443,1644,17424,15425,12,1236.92,15.68,58.21,616.9,546.13,
+2007,OHCIP00,"Cincinnati, OH",332388,3595,62,318,1253,1962,12,1081.57,18.65,95.67,376.97,590.27,
+2007,OHCLP00,"Cleveland, OH",439888,6460,90,385,1960,4025,12,1468.56,20.46,87.52,445.57,915.01,
+2007,OHCOP00,"Columbus, OH",735981,6302,79,683,1685,3855,12,856.27,10.73,92.8,228.95,523.79,
+2007,TXDPD00,"Dallas, TX",1239104,13248,200,511,5315,7222,12,1069.16,16.14,41.24,428.94,582.84,
+2007,CODPD00,"Denver, CO",573387,3528,47,294,2148,1039,12,615.29,8.2,51.27,374.62,181.2,
+2007,MI82349,"Detroit, MI",860971,19690,392,335,12396,6567,12,2286.95,45.53,38.91,1439.77,762.74,
+2007,TX07102,"El Paso, TX",616029,2574,17,258,1827,472,12,417.84,2.76,41.88,296.58,76.62,
+2007,VA02901,"Fairfax County, VA",976392,873,15,59,309,490,12,89.41,1.54,6.04,31.65,50.18,
+2007,TX22012,"Fort Worth, TX",670693,4477,58,336,2460,1623,12,667.52,8.65,50.1,366.78,241.99,
+2007,CA01005,"Fresno, CA",472170,3043,52,99,1788,1104,12,644.47,11.01,20.97,378.68,233.81,
+2007,HI00200,"Honolulu, HI",905903,2613,19,226,1425,943,12,288.44,2.1,24.95,157.3,104.1,
+2007,TXHPD00,"Houston, TX",2169544,24564,351,694,12040,11479,12,1132.22,16.18,31.99,554.96,529.1,
+2007,INIPD00,"Indianapolis, IN",797268,9841,114,505,5176,4046,12,1234.34,14.3,63.34,649.22,507.48,
+2007,FL01602,"Jacksonville, FL",797350,8146,123,249,4660,3114,12,1021.63,15.43,31.23,584.44,390.54,
+2007,MOKPD00,"Kansas City, MO",447725,8380,90,467,5465,2358,12,1871.68,20.1,104.31,1220.62,526.66,
+2007,NV00201,"Las Vegas, NV",1341156,13641,119,723,7548,5251,12,1017.11,8.87,53.91,562.8,391.53,
+2007,CA01941,"Long Beach, CA",473959,3426,42,138,1740,1506,12,722.85,8.86,29.12,367.12,317.75,
+2007,CA01900,"Los Angeles County, CA",992436,7784,127,218,5254,2185,12,784.33,12.8,21.97,529.4,220.17,
+2007,CA01942,"Los Angeles, CA",3870487,27806,395,1004,12926,13481,12,718.41,10.21,25.94,333.96,348.3,
+2007,KY05680,"Louisville, KY",624030,4238,71,194,2063,1910,12,679.13,11.38,31.09,330.59,306.08,
+2007,TNMPD00,"Memphis, TN",669264,13065,131,450,7613,4871,12,1952.14,19.57,67.24,1137.52,727.81,
+2007,AZ00717,"Mesa, AZ",454576,2224,22,175,1407,620,12,489.25,4.84,38.5,309.52,136.39,
+2007,FL01300,"Miami-Dade County, FL",1082395,8614,84,353,5498,2679,12,795.83,7.76,32.61,507.95,247.51,
+2007,FL01306,"Miami, FL",410252,6119,78,57,3447,2537,12,1491.52,19.01,13.89,840.22,618.4,
+2007,WIMPD00,"Milwaukee, WI",572938,8057,105,236,4181,3535,12,1406.26,18.33,41.19,729.75,617,
+2007,MN02711,"Minneapolis, MN",371240,5580,47,452,2561,2520,12,1503.07,12.66,121.75,689.85,678.81,
+2007,MD01604,"Montgomery County, MD",911528,2059,19,129,815,1096,12,225.88,2.08,14.15,89.41,120.24,
+2007,TN01901,"Nashville, TN",564169,8513,73,290,5634,2516,12,1508.95,12.94,51.4,998.64,445.97,
+2007,NY02900,"Nassau County, NY",1030495,1639,14,71,806,748,12,159.05,1.36,6.89,78.21,72.59,
+2007,LANPD00,"New Orleans, LA",220614,3451,209,115,1973,1154,12,1564.27,94.74,52.13,894.32,523.09,
+2007,NY03030,"New York City, NY",8220196,50453,496,875,27295,21787,12,613.77,6.03,10.64,332.05,265.04,
+2007,NJNPD00,"Newark, NJ",280158,2415,104,60,1147,1104,12,862.01,37.12,21.42,409.41,394.06,
+2007,CA00109,"Oakland, CA",396541,7605,120,299,3716,3470,12,1917.83,30.26,75.4,937.1,875.07,
+2007,OK05506,"Oklahoma City, OK",542199,4612,58,326,2831,1397,12,850.61,10.7,60.13,522.13,257.65,
+2007,NB02802,"Omaha, NE",431810,2578,42,189,1529,818,12,597.02,9.73,43.77,354.09,189.44,
+2007,FL04804,"Orlando, FL",224417,4269,39,162,2534,1534,12,1902.26,17.38,72.19,1129.15,683.55,
+2007,PAPEP00,"Philadelphia, PA",1435533,21180,392,956,9574,10258,12,1475.41,27.31,66.6,666.93,714.58,
+2007,AZ00723,"Phoenix, AZ",1541698,11158,212,509,5495,4942,12,723.75,13.75,33.02,356.43,320.56,
+2007,PAPPD00,"Pittsburgh, PA",312179,3455,52,129,1678,1596,12,1106.74,16.66,41.32,537.51,511.25,
+2007,OR02602,"Portland, OR",538133,3701,22,280,2110,1289,12,687.75,4.09,52.03,392.1,239.53,
+2007,MD01721,"Prince George's County, MD",647701,6134,123,226,2693,3092,12,947.04,18.99,34.89,415.78,477.38,
+2007,NC09201,"Raleigh, NC",367120,2098,23,99,1141,835,12,571.48,6.26,26.97,310.8,227.45,
+2007,CA03404,"Sacramento, CA",460546,5128,44,194,2881,2009,12,1113.46,9.55,42.12,625.56,436.22,
+2007,UT01803,"Salt Lake City, UT",178449,1504,17,115,868,504,12,842.82,9.53,64.44,486.41,282.43,
+2007,TXSPD00,"San Antonio, TX",1316882,7327,122,635,4125,2445,12,556.39,9.26,48.22,313.24,185.67,
+2007,CA03711,"San Diego, CA",1261196,6332,59,296,3882,2095,12,502.06,4.68,23.47,307.8,166.11,
+2007,CA03801,"San Francisco, CA",733799,6414,100,125,2418,3771,12,874.08,13.63,17.03,329.52,513.9,
+2007,CA04313,"San Jose, CA",934553,3759,33,217,2441,1068,12,402.22,3.53,23.22,261.19,114.28,
+2007,WASPD00,"Seattle, WA",585118,3667,24,90,2031,1522,12,626.71,4.1,15.38,347.11,260.12,
+2007,MOSPD00,"St. Louis, MO",348197,7654,138,255,4500,2761,12,2198.18,39.63,73.23,1292.37,792.94,
+2007,NY05101,"Suffolk County, NY",1308750,2205,28,89,1214,874,12,168.48,2.14,6.8,92.76,66.78,
+2007,FL02902,"Tampa, FL",337220,3575,28,80,2262,1205,12,1060.14,8.3,23.72,670.78,357.33,
+2007,AZ01003,"Tucson, AZ",523299,4103,49,277,2345,1432,12,784.06,9.36,52.93,448.12,273.65,
+2007,OK07205,"Tulsa, OK",381469,4552,55,299,3175,1023,12,1193.28,14.42,78.38,832.31,268.17,
+2007,VA12800,"Virginia Beach, VA",435943,1084,16,85,431,552,12,248.66,3.67,19.5,98.87,126.62,
+2007,DCMPD00,"Washington, DC",588292,7924,181,192,3566,3985,12,1346.95,30.77,32.64,606.16,677.38,
+2007,KS08703,"Wichita, KS",358294,3391,40,278,2516,557,12,946.43,11.16,77.59,702.22,155.46,
+2007,,,,,7051,21141,272239,210704,816,,,,,,511135
+2008,NM00101,"Albuquerque, NM",527464,4718,38,370,2960,1350,12,894.47,7.2,70.15,561.18,255.94,
+2008,TX22001,"Arlington, TX",375836,2262,23,141,1404,694,12,601.86,6.12,37.52,373.57,184.66,
+2008,GAAPD00,"Atlanta, GA",533016,7403,105,126,3864,3308,12,1388.89,19.7,23.64,724.93,620.62,
+2008,CO00101,"Aurora, CO",316323,1621,18,187,861,555,12,512.45,5.69,59.12,272.19,175.45,
+2008,TX22701,"Austin, TX",753535,3935,23,273,2306,1333,12,522.21,3.05,36.23,306.02,176.9,
+2008,MD00301,"Baltimore County, MD",787558,4901,30,148,2998,1725,12,622.3,3.81,18.79,380.67,219.03,
+2008,MDBPD00,"Baltimore, MD",634549,10080,234,137,5683,4026,12,1588.53,36.88,21.59,895.6,634.47,
+2008,MA01301,"Boston, MA",604465,6676,62,237,3979,2398,12,1104.45,10.26,39.21,658.27,396.71,
+2008,NY01401,"Buffalo, NY",270289,3716,37,174,1966,1539,12,1374.82,13.69,64.38,727.37,569.39,
+2008,NC06001,"Charlotte, NC",758769,7070,83,272,3731,2984,12,931.77,10.94,35.85,491.72,393.27,
+2008,ILCPD00,"Chicago, IL",2829304,35789,510,1594,17032,16653,12,1264.94,18.03,56.34,601.99,588.59,
+2008,OHCIP00,"Cincinnati, OH",332608,4214,75,276,1444,2419,12,1266.96,22.55,82.98,434.14,727.28,
+2008,OHCLP00,"Cleveland, OH",433452,6154,55,428,1866,3805,12,1419.77,12.69,98.74,430.5,877.84,
+2008,OHCOP00,"Columbus, OH",751887,5854,100,644,1509,3601,12,778.57,13.3,85.65,200.7,478.93,
+2008,TXDPD00,"Dallas, TX",1276214,11420,170,499,4285,6466,12,894.83,13.32,39.1,335.76,506.65,
+2008,CODPD00,"Denver, CO",592881,3359,40,282,2081,956,12,566.56,6.75,47.56,351,161.25,
+2008,MI82349,"Detroit, MI",905783,17982,323,334,11000,6325,12,1985.24,35.66,36.87,1214.42,698.29,
+2008,TX07102,"El Paso, TX",612374,2825,17,181,2171,456,12,461.32,2.78,29.56,354.52,74.46,
+2008,VA02901,"Fairfax County, VA",974142,732,18,62,309,343,12,75.14,1.85,6.36,31.72,35.21,
+2008,TX22012,"Fort Worth, TX",701345,4627,49,373,2499,1706,12,659.73,6.99,53.18,356.32,243.25,
+2008,CA01005,"Fresno, CA",475723,2782,40,80,1678,984,12,584.79,8.41,16.82,352.73,206.84,
+2008,HI00200,"Honolulu, HI",906349,2575,18,203,1426,928,12,284.11,1.99,22.4,157.33,102.39,
+2008,TXHPD00,"Houston, TX",2238895,24779,294,750,13132,10603,12,1106.75,13.13,33.5,586.54,473.58,
+2008,INIPD00,"Indianapolis, IN",808329,9735,114,475,5123,4023,12,1204.34,14.1,58.76,633.78,497.69,
+2008,FL01602,"Jacksonville, FL",806080,8032,115,262,4717,2938,12,996.43,14.27,32.5,585.18,364.48,
+2008,MOKPD00,"Kansas City, MO",451454,6269,115,248,3816,2090,12,1388.62,25.47,54.93,845.27,462.95,
+2008,NV00201,"Las Vegas, NV",1353175,13324,120,729,7543,4932,12,984.65,8.87,53.87,557.43,364.48,
+2008,CA01941,"Long Beach, CA",467055,3158,40,120,1511,1487,12,676.15,8.56,25.69,323.52,318.38,
+2008,CA01900,"Los Angeles County, CA",1006321,7362,135,232,5028,1967,12,731.58,13.42,23.05,499.64,195.46,
+2008,CA01942,"Los Angeles, CA",3850920,26553,384,949,11798,13422,12,689.52,9.97,24.64,306.37,348.54,
+2008,KY05680,"Louisville, KY",629679,4306,71,220,2253,1762,12,683.84,11.28,34.94,357.8,279.83,
+2008,TNMPD00,"Memphis, TN",672046,12939,138,366,7647,4788,12,1925.31,20.53,54.46,1137.87,712.45,
+2008,AZ00717,"Mesa, AZ",456821,2289,16,161,1456,656,12,501.07,3.5,35.24,318.72,143.6,
+2008,FL01300,"Miami-Dade County, FL",1057396,8749,95,339,5763,2552,12,827.41,8.98,32.06,545.02,241.35,
+2008,FL01306,"Miami, FL",427740,5709,63,42,3189,2415,12,1334.69,14.73,9.82,745.55,564.6,
+2008,WIMPD00,"Milwaukee, WI",602131,7404,71,205,3884,3244,12,1229.63,11.79,34.05,645.04,538.75,
+2008,MN02711,"Minneapolis, MN",376753,4779,37,367,2370,2005,12,1268.47,9.82,97.41,629.06,532.18,
+2008,MD01604,"Montgomery County, MD",922771,2087,21,131,835,1100,12,226.17,2.28,14.2,90.49,119.21,
+2008,TN01901,"Nashville, TN",602181,8365,76,291,5621,2377,12,1389.12,12.62,48.32,933.44,394.73,
+2008,NY02900,"Nassau County, NY",1069316,1602,14,58,782,748,12,149.82,1.31,5.42,73.13,69.95,
+2008,LANPD00,"New Orleans, LA",281440,2869,179,65,1540,1085,12,1019.4,63.6,23.1,547.19,385.52,
+2008,NY03030,"New York City, NY",8345075,48430,523,890,24831,22186,12,580.34,6.27,10.66,297.55,265.86,
+2008,NJNPD00,"Newark, NJ",279788,2660,67,51,1155,1387,12,950.72,23.95,18.23,412.81,495.73,
+2008,CA00109,"Oakland, CA",401587,7905,115,338,4129,3323,12,1968.44,28.64,84.17,1028.17,827.47,
+2008,OK05506,"Oklahoma City, OK",552452,5400,57,318,3501,1524,12,977.46,10.32,57.56,633.72,275.86,
+2008,NB02802,"Omaha, NE",437238,2648,44,180,1475,949,12,605.62,10.06,41.17,337.34,217.04,
+2008,FL04804,"Orlando, FL",229808,3829,43,131,2335,1320,12,1666.17,18.71,57,1016.07,574.39,
+2008,PAPEP00,"Philadelphia, PA",1441117,20771,331,1038,9784,9618,12,1441.31,22.97,72.03,678.92,667.4,
+2008,AZ00723,"Phoenix, AZ",1585838,10465,167,481,4992,4825,12,659.9,10.53,30.33,314.79,304.26,
+2008,PAPPD00,"Pittsburgh, PA",309757,3358,72,136,1609,1541,12,1084.08,23.24,43.91,519.44,497.49,
+2008,OR02602,"Portland, OR",553023,3445,26,250,2037,1132,12,622.94,4.7,45.21,368.34,204.69,
+2008,MD01721,"Prince George's County, MD",633458,5966,102,215,2695,2954,12,941.81,16.1,33.94,425.44,466.33,
+2008,NC09201,"Raleigh, NC",388661,2245,34,95,1091,1025,12,577.62,8.75,24.44,280.71,263.73,
+2008,CA03404,"Sacramento, CA",467065,4660,49,168,2682,1761,12,997.72,10.49,35.97,574.22,377.04,
+2008,UT01803,"Salt Lake City, UT",180514,1424,12,76,850,486,12,788.86,6.65,42.1,470.88,269.23,
+2008,TXSPD00,"San Antonio, TX",1351244,9699,116,424,6416,2743,12,717.78,8.58,31.38,474.82,203,
+2008,CA03711,"San Diego, CA",1271655,6047,55,376,3597,2019,12,475.52,4.33,29.57,282.86,158.77,
+2008,CA03801,"San Francisco, CA",798144,6744,98,166,2372,4108,12,844.96,12.28,20.8,297.19,514.69,
+2008,CA04313,"San Jose, CA",945197,3643,31,220,2268,1124,12,385.42,3.28,23.28,239.95,118.92,
+2008,WASPD00,"Seattle, WA",598077,3447,29,126,1680,1612,12,576.35,4.85,21.07,280.9,269.53,
+2008,MOSPD00,"St. Louis, MO",356204,7383,167,237,4345,2634,12,2072.69,46.88,66.53,1219.81,739.46,
+2008,NY05101,"Suffolk County, NY",1360739,2166,39,91,1146,890,12,159.18,2.87,6.69,84.22,65.41,
+2008,FL02902,"Tampa, FL",336911,2975,27,83,1809,1056,12,883.02,8.01,24.64,536.94,313.44,
+2008,AZ01003,"Tucson, AZ",528917,4252,65,246,2490,1451,12,803.91,12.29,46.51,470.77,274.33,
+2008,OK07205,"Tulsa, OK",382954,4922,50,252,3524,1096,12,1285.27,13.06,65.8,920.21,286.2,
+2008,VA12800,"Virginia Beach, VA",434163,1040,14,73,424,529,12,239.54,3.22,16.81,97.66,121.84,
+2008,DCMPD00,"Washington, DC",591833,8135,186,186,3609,4154,12,1374.54,31.43,31.43,609.8,701.89,
+2008,KS08703,"Wichita, KS",362602,3097,30,282,2303,482,12,854.1,8.27,77.77,635.13,132.93,
+2008,,,,,6715,20160,264209,206677,816,,,,,,497761
+2009,NM00101,"Albuquerque, NM",530636,4082,56,326,2597,1103,12,769.27,10.55,61.44,489.41,207.86,
+2009,TX22001,"Arlington, TX",379104,2330,12,152,1494,672,12,614.61,3.17,40.09,394.09,177.26,
+2009,GAAPD00,"Atlanta, GA",552901,6359,80,135,3419,2725,12,1150.12,14.47,24.42,618.37,492.85,
+2009,CO00101,"Aurora, CO",324014,1520,19,214,734,553,12,469.12,5.86,66.05,226.53,170.67,
+2009,TX22701,"Austin, TX",768970,4024,22,265,2322,1415,12,523.3,2.86,34.46,301.96,184.01,
+2009,MD00301,"Baltimore County, MD",792855,4534,32,152,2879,1471,12,571.86,4.04,19.17,363.12,185.53,
+2009,MDBPD00,"Baltimore, MD",638755,9664,238,158,5561,3707,12,1512.94,37.26,24.74,870.6,580.35,
+2009,MA01301,"Boston, MA",624222,6192,50,269,3596,2277,12,991.95,8.01,43.09,576.08,364.77,
+2009,NY01401,"Buffalo, NY",268655,3920,60,141,2083,1636,12,1459.12,22.33,52.48,775.34,608.96,
+2009,NC06001,"Charlotte, NC",777708,5625,58,303,2918,2346,12,723.28,7.46,38.96,375.21,301.66,
+2009,ILCPD00,"Chicago, IL",2848431,33501,458,1439,15727,15877,12,1176.12,16.08,50.52,552.13,557.39,
+2009,OHCIP00,"Cincinnati, OH",333568,3983,55,241,1415,2272,12,1194.06,16.49,72.25,424.2,681.12,
+2009,OHCLP00,"Cleveland, OH",429238,5994,83,380,1976,3555,12,1396.43,19.34,88.53,460.35,828.21,
+2009,OHCOP00,"Columbus, OH",759391,5375,82,599,1295,3399,12,707.8,10.8,78.88,170.53,447.6,
+2009,TXDPD00,"Dallas, TX",1290266,10221,166,485,4069,5501,12,792.16,12.87,37.59,315.36,426.35,
+2009,CODPD00,"Denver, CO",604680,3473,35,341,2166,931,12,574.35,5.79,56.39,358.21,153.97,
+2009,MI82349,"Detroit, MI",908441,18094,363,334,11390,6007,12,1991.76,39.96,36.77,1253.8,661.24,
+2009,TX07102,"El Paso, TX",618812,2830,12,182,2184,452,12,457.33,1.94,29.41,352.93,73.04,
+2009,VA02901,"Fairfax County, VA",986646,705,13,98,268,326,12,71.45,1.32,9.93,27.16,33.04,
+2009,TX22012,"Fort Worth, TX",723456,4245,44,379,2373,1449,12,586.77,6.08,52.39,328.01,200.29,
+2009,CA01005,"Fresno, CA",481370,2933,42,86,1720,1085,12,609.3,8.73,17.87,357.31,225.4,
+2009,HI00200,"Honolulu, HI",907124,2537,14,243,1411,869,12,279.68,1.54,26.79,155.55,95.8,
+2009,TXHPD00,"Houston, TX",2273771,25593,287,823,13116,11367,12,1125.58,12.62,36.2,576.84,499.92,
+2009,INIPD00,"Indianapolis, IN",813471,9759,99,460,5271,3929,12,1199.67,12.17,56.55,647.96,482.99,
+2009,FL01602,"Jacksonville, FL",810064,6772,99,218,4096,2359,12,835.98,12.22,26.91,505.64,291.21,
+2009,MOKPD00,"Kansas City, MO",484684,6303,100,276,3957,1970,12,1300.43,20.63,56.94,816.41,406.45,
+2009,NV00201,"Las Vegas, NV",1377282,13039,111,698,7735,4495,12,946.72,8.06,50.68,561.61,326.37,
+2009,CA01941,"Long Beach, CA",463969,3161,40,131,1609,1381,12,681.3,8.62,28.23,346.79,297.65,
+2009,CA01900,"Los Angeles County, CA",1015431,6540,102,209,4334,1895,12,644.06,10.04,20.58,426.81,186.62,
+2009,CA01942,"Los Angeles, CA",3848776,24070,312,903,10638,12217,12,625.39,8.11,23.46,276.4,317.43,
+2009,KY05680,"Louisville, KY",631260,3769,62,230,1907,1570,12,597.06,9.82,36.44,302.09,248.71,
+2009,TNMPD00,"Memphis, TN",667421,12072,132,387,7414,4139,12,1808.75,19.78,57.98,1110.84,620.15,
+2009,AZ00717,"Mesa, AZ",470833,2000,14,123,1252,611,12,424.78,2.97,26.12,265.91,129.77,
+2009,FL01300,"Miami-Dade County, FL",1150883,7815,86,273,5142,2314,12,679.04,7.47,23.72,446.79,201.06,
+2009,FL01306,"Miami, FL",419205,4983,59,65,2765,2094,12,1188.68,14.07,15.51,659.58,499.52,
+2009,WIMPD00,"Milwaukee, WI",604673,6661,72,203,3209,3177,12,1101.59,11.91,33.57,530.7,525.41,
+2009,MN02711,"Minneapolis, MN",382618,4242,18,413,2148,1663,12,1108.68,4.7,107.94,561.4,434.64,
+2009,MD01604,"Montgomery County, MD",944041,2033,13,124,904,992,12,215.35,1.38,13.14,95.76,105.08,
+2009,TN01901,"Nashville, TN",610176,6959,79,259,4650,1971,12,1140.49,12.95,42.45,762.08,323.02,
+2009,NY02900,"Nassau County, NY",1056423,1640,18,74,794,754,12,155.24,1.7,7,75.16,71.37,
+2009,LANPD00,"New Orleans, LA",336425,2614,174,98,1410,932,12,776.99,51.72,29.13,419.11,277.03,
+2009,NY03030,"New York City, NY",8400907,46357,471,832,26457,18597,12,551.81,5.61,9.9,314.93,221.37,
+2009,NJNPD00,"Newark, NJ",279203,2597,80,68,1130,1319,12,930.15,28.65,24.36,404.72,472.42,
+2009,CA00109,"Oakland, CA",404553,6793,104,326,3465,2898,12,1679.14,25.71,80.58,856.5,716.35,
+2009,OK05506,"Oklahoma City, OK",556939,5181,65,294,3573,1249,12,930.26,11.67,52.79,641.54,224.26,
+2009,NB02802,"Omaha, NE",443037,2363,30,192,1249,892,12,533.36,6.77,43.34,281.92,201.34,
+2009,FL04804,"Orlando, FL",235109,2814,28,117,1902,767,12,1196.89,11.91,49.76,808.99,326.23,
+2009,PAPEP00,"Philadelphia, PA",1547605,19163,302,896,8928,9037,12,1238.24,19.51,57.9,576.89,583.93,
+2009,AZ00723,"Phoenix, AZ",1597397,8730,122,522,4329,3757,12,546.51,7.64,32.68,271,235.2,
+2009,PAPPD00,"Pittsburgh, PA",312232,3087,39,116,1565,1367,12,988.69,12.49,37.15,501.23,437.82,
+2009,OR02602,"Portland, OR",560908,3105,19,252,1797,1037,12,553.57,3.39,44.93,320.37,184.88,
+2009,MD01721,"Prince George's County, MD",636662,5338,86,197,2421,2634,12,838.44,13.51,30.94,380.26,413.72,
+2009,NC09201,"Raleigh, NC",406005,2001,14,99,1056,832,12,492.85,3.45,24.38,260.1,204.92,
+2009,CA03404,"Sacramento, CA",470308,4165,30,179,2350,1606,12,885.59,6.38,38.06,499.67,341.48,
+2009,UT01803,"Salt Lake City, UT",180724,1284,3,103,767,411,12,710.48,1.66,56.99,424.4,227.42,
+2009,TXSPD00,"San Antonio, TX",1373936,7844,99,628,4434,2683,12,570.91,7.21,45.71,322.72,195.28,
+2009,CA03711,"San Diego, CA",1314773,5931,41,318,3667,1905,12,451.1,3.12,24.19,278.91,144.89,
+2009,CA03801,"San Francisco, CA",809755,5957,45,179,2310,3423,12,735.65,5.56,22.11,285.27,422.72,
+2009,CA04313,"San Jose, CA",954009,3439,28,258,2128,1025,12,360.48,2.93,27.04,223.06,107.44,
+2009,WASPD00,"Seattle, WA",602531,3861,22,102,1945,1792,12,640.8,3.65,16.93,322.8,297.41,
+2009,MOSPD00,"St. Louis, MO",355208,7353,143,250,4239,2721,12,2070.05,40.26,70.38,1193.39,766.03,
+2009,NY05101,"Suffolk County, NY",1351235,2267,32,62,1213,960,12,167.77,2.37,4.59,89.77,71.05,
+2009,FL02902,"Tampa, FL",345233,2597,20,80,1588,909,12,752.25,5.79,23.17,459.98,263.3,
+2009,AZ01003,"Tucson, AZ",547981,3560,35,204,2075,1246,12,649.66,6.39,37.23,378.66,227.38,
+2009,OK07205,"Tulsa, OK",384851,4295,68,254,2856,1117,12,1116.02,17.67,66,742.11,290.24,
+2009,VA12800,"Virginia Beach, VA",436175,896,19,66,363,448,12,205.42,4.36,15.13,83.22,102.71,
+2009,DCMPD00,"Washington, DC",599657,7587,144,150,3295,3998,12,1265.22,24.01,25.01,549.48,666.71,
+2009,KS08703,"Wichita, KS",367635,3255,25,262,2441,527,12,885.39,6.8,71.27,663.97,143.35,
+2009,,,,,5985,19895,249491,188615,816,,,,,,463986
+2010,NM00101,"Albuquerque, NM",545852,4291,42,338,2971,940,12,786.11,7.69,61.92,544.29,172.21,
+2010,TX22001,"Arlington, TX",365438,1925,16,119,1258,532,12,526.77,4.38,32.56,344.24,145.58,
+2010,GAAPD00,"Atlanta, GA",420003,5749,93,89,3405,2162,12,1368.8,22.14,21.19,810.71,514.76,
+2010,CO00101,"Aurora, CO",325078,1449,24,181,737,507,12,445.74,7.38,55.68,226.71,155.96,
+2010,TX22701,"Austin, TX",790390,3790,38,265,2256,1231,12,479.51,4.81,33.53,285.43,155.75,
+2010,MD00301,"Baltimore County, MD",805029,4305,20,126,2824,1335,12,534.76,2.48,15.65,350.79,165.83,
+2010,MDBPD00,"Baltimore, MD",620961,9316,223,265,5492,3336,12,1500.26,35.91,42.68,884.44,537.23,
+2010,MA01301,"Boston, MA",617594,5819,73,256,3564,1926,12,942.2,11.82,41.45,577.08,311.86,
+2010,NY01401,"Buffalo, NY",261310,3599,55,157,1921,1466,12,1377.29,21.05,60.08,735.14,561.02,
+2010,NC06001,"Charlotte, NC",779541,4891,61,239,2796,1795,12,627.42,7.83,30.66,358.67,230.26,
+2010,ILCPD00,"Chicago, IL",2695598,29774,432,1372,13757,14213,12,1104.54,16.03,50.9,510.35,527.27,
+2010,OHCIP00,"Cincinnati, OH",296943,3615,68,236,1194,2117,12,1217.41,22.9,79.48,402.1,712.93,
+2010,OHCLP00,"Cleveland, OH",396815,5529,81,344,1923,3181,12,1393.34,20.41,86.69,484.61,801.63,
+2010,OHCOP00,"Columbus, OH",787033,5472,95,574,1434,3369,12,695.27,12.07,72.93,182.2,428.06,
+2010,TXDPD00,"Dallas, TX",1197816,9161,148,505,4021,4487,12,764.81,12.36,42.16,335.69,374.6,
+2010,CODPD00,"Denver, CO",600158,3387,28,371,2045,943,12,564.35,4.67,61.82,340.74,157.13,
+2010,MI82349,"Detroit, MI",713777,16973,310,403,10721,5539,12,2377.91,43.43,56.46,1502.01,776.01,
+2010,TX07102,"El Paso, TX",649121,2861,5,179,2198,479,12,440.75,0.77,27.58,338.61,73.79,
+2010,VA02901,"Fairfax County, VA",1042747,971,23,127,438,383,12,93.12,2.21,12.18,42,36.73,
+2010,TX22012,"Fort Worth, TX",741206,4301,63,325,2583,1330,12,580.27,8.5,43.85,348.49,179.44,
+2010,CA01005,"Fresno, CA",494665,3034,45,70,1898,1021,12,613.34,9.1,14.15,383.69,206.4,
+2010,HI00200,"Honolulu, HI",953297,2548,19,218,1420,891,12,267.28,1.99,22.87,148.96,93.47,
+2010,TXHPD00,"Houston, TX",2099451,22491,269,712,12061,9449,12,1071.28,12.81,33.91,574.48,450.07,
+2010,INIPD00,"Indianapolis, IN",831388,9646,92,461,5726,3367,12,1160.23,11.07,55.45,688.73,404.99,
+2010,FL01602,"Jacksonville, FL",823209,5469,80,316,3380,1693,12,664.35,9.72,38.39,410.59,205.66,
+2010,MOKPD00,"Kansas City, MO",459787,5643,102,241,3629,1671,12,1227.31,22.18,52.42,789.28,363.43,
+2010,NV00201,"Las Vegas, NV",1446280,12648,107,652,7886,4003,12,874.52,7.4,45.08,545.26,276.78,
+2010,CA01941,"Long Beach, CA",462257,2720,32,134,1352,1202,12,588.42,6.92,28.99,292.48,260.03,
+2010,CA01900,"Los Angeles County, CA",1057426,6497,86,208,4433,1770,12,614.42,8.13,19.67,419.23,167.39,
+2010,CA01942,"Los Angeles, CA",3792621,21484,293,923,9344,10924,12,566.47,7.73,24.34,246.37,288.03,
+2010,KY05680,"Louisville, KY",660582,3734,52,229,1850,1603,12,565.26,7.87,34.67,280.06,242.66,
+2010,TNMPD00,"Memphis, TN",646889,10401,89,433,6642,3237,12,1607.85,13.76,66.94,1026.76,500.39,
+2010,AZ00717,"Mesa, AZ",439041,1790,15,124,1140,511,12,407.71,3.42,28.24,259.66,116.39,
+2010,FL01300,"Miami-Dade County, FL",1109589,6927,87,252,4806,1782,12,624.29,7.84,22.71,433.13,160.6,
+2010,FL01306,"Miami, FL",399457,4879,68,46,2909,1856,12,1221.41,17.02,11.52,728.24,464.63,
+2010,WIMPD00,"Milwaukee, WI",594833,6336,95,196,3102,2943,12,1065.17,15.97,32.95,521.49,494.76,
+2010,MN02711,"Minneapolis, MN",382578,4064,37,438,1993,1596,12,1062.27,9.67,114.49,520.94,417.17,
+2010,MD01604,"Montgomery County, MD",953109,1699,16,119,653,911,12,178.26,1.68,12.49,68.51,95.58,
+2010,TN01901,"Nashville, TN",605009,6802,55,332,4613,1802,12,1124.28,9.09,54.88,762.47,297.85,
+2010,NY02900,"Nassau County, NY",1049589,1496,15,70,739,672,12,142.53,1.43,6.67,70.41,64.03,
+2010,LANPD00,"New Orleans, LA",343829,2593,175,144,1321,953,12,754.15,50.9,41.88,384.2,277.17,
+2010,NY03030,"New York City, NY",8175133,48489,536,1036,27309,19608,12,593.13,6.56,12.67,334.05,239.85,
+2010,NJNPD00,"Newark, NJ",277140,2885,90,79,1112,1604,12,1040.99,32.47,28.51,401.24,578.77,
+2010,CA00109,"Oakland, CA",390724,6267,90,318,2942,2917,12,1603.95,23.03,81.39,752.96,746.56,
+2010,OK05506,"Oklahoma City, OK",579999,5304,54,340,3798,1112,12,914.48,9.31,58.62,654.83,191.72,
+2010,NB02802,"Omaha, NE",408958,2274,34,205,1312,723,12,556.05,8.31,50.13,320.82,176.79,
+2010,FL04804,"Orlando, FL",238300,2574,18,113,1771,672,12,1080.15,7.55,47.42,743.18,282,
+2010,PAPEP00,"Philadelphia, PA",1526006,18535,306,945,8921,8363,12,1214.61,20.05,61.93,584.6,548.03,
+2010,AZ00723,"Phoenix, AZ",1445632,8001,116,522,4113,3250,12,553.46,8.02,36.11,284.51,224.82,
+2010,PAPPD00,"Pittsburgh, PA",307630,2810,55,66,1499,1190,12,913.43,17.88,21.45,487.27,386.83,
+2010,OR02602,"Portland, OR",583776,3051,22,230,1794,1005,12,522.63,3.77,39.4,307.31,172.16,
+2010,MD01721,"Prince George's County, MD",658600,4941,81,169,2219,2472,12,750.23,12.3,25.66,336.93,375.34,
+2010,NC09201,"Raleigh, NC",403892,1740,14,99,984,643,12,430.81,3.47,24.51,243.63,159.2,
+2010,CA03404,"Sacramento, CA",466488,4112,33,165,2423,1491,12,881.48,7.07,35.37,519.41,319.62,
+2010,UT01803,"Salt Lake City, UT",186440,1294,8,147,780,359,12,694.06,4.29,78.85,418.37,192.56,
+2010,TXSPD00,"San Antonio, TX",1327407,8434,79,467,5528,2360,12,635.37,5.95,35.18,416.45,177.79,
+2010,CA03711,"San Diego, CA",1307402,5616,29,300,3651,1636,12,429.55,2.22,22.95,279.26,125.13,
+2010,CA03801,"San Francisco, CA",805235,5747,48,133,2386,3180,12,713.7,5.96,16.52,296.31,394.92,
+2010,CA04313,"San Jose, CA",945942,3215,20,253,1966,976,12,339.87,2.11,26.75,207.84,103.18,
+2010,WASPD00,"Seattle, WA",608660,3515,19,96,1971,1429,12,577.5,3.12,15.77,323.83,234.78,
+2010,MOSPD00,"St. Louis, MO",319294,6205,144,188,3748,2125,12,1943.35,45.1,58.88,1173.84,665.53,
+2010,NY05101,"Suffolk County, NY",1333471,2031,50,55,1112,814,12,152.31,3.75,4.12,83.39,61.04,
+2010,FL02902,"Tampa, FL",335709,2170,27,47,1412,684,12,646.39,8.04,14,420.6,203.75,
+2010,AZ01003,"Tucson, AZ",520116,3331,51,158,2034,1088,12,640.43,9.81,30.38,391.07,209.18,
+2010,OK07205,"Tulsa, OK",391906,4304,54,252,2617,1381,12,1098.22,13.78,64.3,667.76,352.38,
+2010,VA12800,"Virginia Beach, VA",437994,831,14,53,335,429,12,189.73,3.2,12.1,76.49,97.95,
+2010,DCMPD00,"Washington, DC",601723,7468,132,184,3238,3914,12,1241.1,21.94,30.58,538.12,650.47,
+2010,KS08703,"Wichita, KS",382368,3038,16,251,2290,481,12,794.52,4.18,65.64,598.9,125.8,
+2010,,,,,5867,19660,241700,171034,816,,,,,,438261
+2011,NM00101,"Albuquerque, NM",551961,4210,38,264,2910,998,12,762.74,6.88,47.83,527.21,180.81,
+2011,TX22001,"Arlington, TX",373128,1874,22,136,1176,540,12,502.24,5.9,36.45,315.17,144.72,
+2011,GAAPD00,"Atlanta, GA",425533,6097,88,148,3518,2343,12,1432.79,20.68,34.78,826.73,550.6,
+2011,CO00101,"Aurora, CO",330740,1460,12,187,754,507,12,441.43,3.63,56.54,227.97,153.29,
+2011,TX22701,"Austin, TX",807022,3470,27,211,2126,1106,12,429.98,3.35,26.15,263.44,137.05,
+2011,MD00301,"Baltimore County, MD",812661,4250,30,142,2627,1451,12,522.97,3.69,17.47,323.26,178.55,
+2011,MDBPD00,"Baltimore, MD",626848,8886,197,341,4891,3457,12,1417.57,31.43,54.4,780.25,551.49,
+2011,MA01301,"Boston, MA",621359,5252,63,271,3014,1904,12,845.24,10.14,43.61,485.07,306.43,
+2011,NY01401,"Buffalo, NY",262484,3250,36,121,1634,1459,12,1238.17,13.72,46.1,622.51,555.84,
+2011,NC06001,"Charlotte, NC",789478,4787,56,218,2901,1612,12,606.35,7.09,27.61,367.46,204.19,
+2011,ILCPD00,"Chicago, IL",2703713,28273,431,1459,12408,13975,12,1045.71,15.94,53.96,458.92,516.88,
+2011,OHCIP00,"Cincinnati, OH",297160,3076,61,190,1050,1775,12,1035.13,20.53,63.94,353.34,597.32,
+2011,OHCLP00,"Cleveland, OH",397106,5431,74,356,1844,3157,12,1367.64,18.63,89.65,464.36,795,
+2011,OHCOP00,"Columbus, OH",787609,5228,87,594,1296,3251,12,663.78,11.05,75.42,164.55,412.77,
+2011,TXDPD00,"Dallas, TX",1223021,8330,133,428,3703,4066,12,681.1,10.87,35,302.77,332.46,
+2011,CODPD00,"Denver, CO",610612,3718,37,396,2142,1143,12,608.9,6.06,64.85,350.8,187.19,
+2011,MI82349,"Detroit, MI",713239,15254,344,426,9508,4976,12,2138.69,48.23,59.73,1333.07,697.66,
+2011,TX07102,"El Paso, TX",662780,2858,16,217,2161,464,12,431.21,2.41,32.74,326.05,70.01,
+2011,VA02901,"Fairfax County, VA",1055204,918,11,100,385,422,12,87,1.04,9.48,36.49,39.99,
+2011,TX22012,"Fort Worth, TX",756803,4579,51,354,2907,1267,12,605.05,6.74,46.78,384.12,167.41,
+2011,CA01005,"Fresno, CA",500480,2915,35,51,1809,1020,12,582.44,6.99,10.19,361.45,203.8,
+2011,HI00200,"Honolulu, HI",963465,2370,14,203,1332,821,12,245.99,1.45,21.07,138.25,85.21,
+2011,TXHPD00,"Houston, TX",2143628,20892,198,771,11869,8054,12,974.61,9.24,35.97,553.69,375.72,
+2011,INIPD00,"Indianapolis, IN",833024,9170,96,435,5267,3372,12,1100.81,11.52,52.22,632.27,404.79,
+2011,FL01602,"Jacksonville, FL",834429,5182,71,350,3183,1578,12,621.02,8.51,41.94,381.46,189.11,
+2011,MOKPD00,"Kansas City, MO",461458,5555,108,272,3504,1671,12,1203.79,23.4,58.94,759.33,362.11,
+2011,NV00201,"Las Vegas, NV",1458474,10813,82,651,6587,3493,12,741.39,5.62,44.64,451.64,239.5,
+2011,CA01941,"Long Beach, CA",467691,2857,25,112,1400,1320,12,610.87,5.35,23.95,299.34,282.24,
+2011,CA01900,"Los Angeles County, CA",1069854,5595,88,165,3858,1484,12,522.97,8.23,15.42,360.61,138.71,
+2011,CA01942,"Los Angeles, CA",3837207,20045,297,828,8843,10077,12,522.39,7.74,21.58,230.45,262.61,
+2011,KY05680,"Louisville, KY",665152,4086,48,227,2168,1643,12,614.3,7.22,34.13,325.94,247.01,
+2011,TNMPD00,"Memphis, TN",652725,10338,117,406,6732,3083,12,1583.82,17.92,62.2,1031.37,472.33,
+2011,AZ00717,"Mesa, AZ",445256,1837,17,131,1192,497,12,412.57,3.82,29.42,267.71,111.62,
+2011,FL01300,"Miami-Dade County, FL",1124714,6913,90,311,4664,1848,12,614.65,8,27.65,414.68,164.31,
+2011,FL01306,"Miami, FL",404901,4849,68,96,2683,2002,12,1197.58,16.79,23.71,662.63,494.44,
+2011,WIMPD00,"Milwaukee, WI",597426,6637,86,205,3255,3091,12,1110.93,14.4,34.31,544.84,517.39,
+2011,MN02711,"Minneapolis, MN",385531,3722,32,386,1715,1589,12,965.42,8.3,100.12,444.84,412.16,
+2011,MD01604,"Montgomery County, MD",962146,1618,15,112,651,840,12,168.17,1.56,11.64,67.66,87.3,
+2011,TN01901,"Nashville, TN",612789,7253,50,387,4927,1889,12,1183.6,8.16,63.15,804.03,308.26,
+2011,NY02900,"Nassau County, NY",1054208,1459,7,44,695,713,12,138.4,0.66,4.17,65.93,67.63,
+2011,LANPD00,"New Orleans, LA",346974,2748,200,163,1326,1059,12,791.99,57.64,46.98,382.16,305.21,
+2011,NY03030,"New York City, NY",8211875,51209,515,1092,29829,19773,12,623.6,6.27,13.3,363.24,240.79,
+2011,NJNPD00,"Newark, NJ",278064,3243,94,58,1114,1977,12,1166.28,33.81,20.86,400.63,710.99,
+2011,CA00109,"Oakland, CA",395317,6652,104,202,2981,3365,12,1682.7,26.31,51.1,754.08,851.22,
+2011,OK05506,"Oklahoma City, OK",586208,5108,58,277,3541,1232,12,871.36,9.89,47.25,604.05,210.16,
+2011,NB02802,"Omaha, NE",412608,2309,43,220,1350,696,12,559.61,10.42,53.32,327.19,168.68,
+2011,FL04804,"Orlando, FL",241548,2591,29,119,1746,697,12,1072.66,12.01,49.27,722.84,288.56,
+2011,PAPEP00,"Philadelphia, PA",1530873,18268,324,833,8865,8246,12,1193.31,21.16,54.41,579.08,538.65,
+2011,AZ00723,"Phoenix, AZ",1466097,8089,116,559,4090,3324,12,551.74,7.91,38.13,278.97,226.72,
+2011,PAPPD00,"Pittsburgh, PA",308609,2476,44,67,1239,1126,12,802.31,14.26,21.71,401.48,364.86,
+2011,OR02602,"Portland, OR",589991,3037,20,258,1842,917,12,514.75,3.39,43.73,312.21,155.43,
+2011,MD01721,"Prince George's County, MD",664844,4075,80,152,1795,2048,12,612.93,12.03,22.86,269.99,308.04,
+2011,NC09201,"Raleigh, NC",409014,1724,17,127,900,680,12,421.5,4.16,31.05,220.04,166.25,
+2011,CA03404,"Sacramento, CA",471972,3354,36,134,2022,1162,12,710.64,7.63,28.39,428.42,246.2,
+2011,UT01803,"Salt Lake City, UT",190038,1230,7,128,753,342,12,647.24,3.68,67.35,396.24,179.96,
+2011,TXSPD00,"San Antonio, TX",1355339,7038,89,492,4672,1785,12,519.28,6.57,36.3,344.71,131.7,
+2011,CA03711,"San Diego, CA",1316919,5104,38,293,3317,1456,12,387.57,2.89,22.25,251.88,110.56,
+2011,CA03801,"San Francisco, CA",814701,5374,50,131,2105,3088,12,659.63,6.14,16.08,258.38,379.03,
+2011,CA04313,"San Jose, CA",957062,3206,39,226,1840,1101,12,334.98,4.07,23.61,192.26,115.04,
+2011,WASPD00,"Seattle, WA",618209,3664,20,100,2126,1418,12,592.68,3.24,16.18,343.9,229.37,
+2011,MOSPD00,"St. Louis, MO",320454,5950,113,188,3522,2127,12,1856.74,35.26,58.67,1099.07,663.75,
+2011,NY05101,"Suffolk County, NY",1339464,1862,32,42,1040,748,12,139.01,2.39,3.14,77.64,55.84,
+2011,FL02902,"Tampa, FL",340284,2228,28,58,1555,587,12,654.75,8.23,17.04,456.97,172.5,
+2011,AZ01003,"Tucson, AZ",527479,3440,51,204,2022,1163,12,652.16,9.67,38.67,383.33,220.48,
+2011,OK07205,"Tulsa, OK",396101,3960,49,266,2555,1090,12,999.75,12.37,67.15,645.04,275.18,
+2011,VA12800,"Virginia Beach, VA",443226,784,15,65,290,414,12,176.88,3.38,14.67,65.43,93.41,
+2011,DCMPD00,"Washington, DC",617996,6985,108,172,2949,3756,12,1130.27,17.48,27.83,477.19,607.77,
+2011,KS08703,"Wichita, KS",384796,2963,25,245,2203,490,12,770.02,6.5,63.67,572.51,127.34,
+2011,,,,,5702,19573,232878,165825,816,,,,,,423978
+2012,NM00101,"Albuquerque, NM",553684,4151,41,278,2740,1092,12,749.71,7.4,50.21,494.87,197.22,
+2012,TX22001,"Arlington, TX",379295,1909,17,135,1225,532,12,503.3,4.48,35.59,322.97,140.26,
+2012,GAAPD00,"Atlanta, GA",437041,6027,83,113,3555,2276,12,1379.05,18.99,25.86,813.42,520.77,
+2012,CO00101,"Aurora, CO",336952,1400,17,172,729,482,12,415.49,5.05,51.05,216.35,143.05,
+2012,TX22701,"Austin, TX",832901,3405,31,209,2187,978,12,408.81,3.72,25.09,262.58,117.42,
+2012,MD00301,"Baltimore County, MD",817761,4145,24,145,2609,1367,12,506.87,2.93,17.73,319.04,167.16,
+2012,MDBPD00,"Baltimore, MD",625474,8789,216,317,4651,3605,12,1405.17,34.53,50.68,743.6,576.36,
+2012,MA01301,"Boston, MA",630648,5266,57,249,3050,1910,12,835.01,9.04,39.48,483.63,302.86,
+2012,NY01401,"Buffalo, NY",262434,3382,48,138,1808,1388,12,1288.7,18.29,52.58,688.94,528.89,
+2012,NC06001,"Charlotte, NC",808504,5238,52,223,3165,1798,12,647.86,6.43,27.58,391.46,222.39,
+2012,ILCPD00,"Chicago, IL",2708382,27620,500,1372,12272,13476,12,1019.8,18.46,50.66,453.11,497.57,
+2012,OHCIP00,"Cincinnati, OH",296204,2903,47,199,931,1726,12,980.07,15.87,67.18,314.31,582.71,
+2012,OHCLP00,"Cleveland, OH",393781,5469,85,373,1754,3257,12,1388.84,21.59,94.72,445.43,827.11,
+2012,OHCOP00,"Columbus, OH",797384,4808,71,590,1116,3031,12,602.97,8.9,73.99,139.96,380.12,
+2012,TXDPD00,"Dallas, TX",1241549,8380,154,486,3647,4093,12,674.96,12.4,39.14,293.75,329.67,
+2012,CODPD00,"Denver, CO",628545,3885,39,383,2295,1168,12,618.09,6.2,60.93,365.13,185.83,
+2012,MI82349,"Detroit, MI",707096,15023,386,442,9345,4850,12,2124.61,54.59,62.51,1321.6,685.9,
+2012,TX07102,"El Paso, TX",675536,2859,23,184,2181,471,12,423.22,3.4,27.24,322.85,69.72,
+2012,VA02901,"Fairfax County, VA",1072723,858,16,115,384,343,12,79.98,1.49,10.72,35.8,31.97,
+2012,TX22012,"Fort Worth, TX",770101,4526,46,391,2809,1280,12,587.72,5.97,50.77,364.76,166.21,
+2012,CA01005,"Fresno, CA",506011,2748,51,54,1628,1015,12,543.07,10.08,10.67,321.73,200.59,
+2012,HI00200,"Honolulu, HI",975875,2336,11,165,1246,914,12,239.37,1.13,16.91,127.68,93.66,
+2012,TXHPD00,"Houston, TX",2177273,21610,217,665,11343,9385,12,992.53,9.97,30.54,520.97,431.04,
+2012,INIPD00,"Indianapolis, IN",838650,9942,97,436,5967,3442,12,1185.48,11.57,51.99,711.5,410.42,
+2012,FL01602,"Jacksonville, FL",840660,5189,93,341,3384,1371,12,617.25,11.06,40.56,402.54,163.09,
+2012,MOKPD00,"Kansas City, MO",464073,5889,105,257,3879,1648,12,1268.98,22.63,55.38,835.86,355.12,
+2012,NV00201,"Las Vegas, NV",1479393,11598,76,596,7102,3824,12,783.97,5.14,40.29,480.06,258.48,
+2012,CA01941,"Long Beach, CA",469893,2705,32,115,1319,1239,12,575.66,6.81,24.47,280.7,263.68,
+2012,CA01900,"Los Angeles County, CA",1074864,5458,75,161,3732,1490,12,507.79,6.98,14.98,347.21,138.62,
+2012,CA01942,"Los Angeles, CA",3855122,18547,299,936,8329,8983,12,481.1,7.76,24.28,216.05,233.01,
+2012,KY05680,"Louisville, KY",666200,3989,62,183,2350,1394,12,598.77,9.31,27.47,352.75,209.25,
+2012,TNMPD00,"Memphis, TN",657436,11417,134,428,7471,3384,12,1736.59,20.38,65.1,1136.38,514.73,
+2012,AZ00717,"Mesa, AZ",451391,1804,14,172,1149,469,12,399.65,3.1,38.1,254.55,103.9,
+2012,FL01300,"Miami-Dade County, FL",1144280,6046,81,267,4012,1686,12,528.37,7.08,23.33,350.61,147.34,
+2012,FL01306,"Miami, FL",414327,4856,69,65,2626,2096,12,1172.02,16.65,15.69,633.8,505.88,
+2012,WIMPD00,"Milwaukee, WI",599395,7932,93,234,4508,3097,12,1323.33,15.52,39.04,752.09,516.69,
+2012,MN02711,"Minneapolis, MN",390240,3872,39,403,1711,1719,12,992.21,9.99,103.27,438.45,440.5,
+2012,MD01604,"Montgomery County, MD",980160,1795,14,102,850,829,12,183.13,1.43,10.41,86.72,84.58,
+2012,TN01901,"Nashville, TN",620886,7314,63,303,5232,1716,12,1177.99,10.15,48.8,842.67,276.38,
+2012,NY02900,"Nassau County, NY",1057158,1654,12,56,863,723,12,156.46,1.14,5.3,81.63,68.39,
+2012,LANPD00,"New Orleans, LA",362874,2958,193,136,1564,1065,12,815.16,53.19,37.48,431,293.49,
+2012,NY03030,"New York City, NY",8289415,52993,419,1162,31211,20201,12,639.29,5.05,14.02,376.52,243.7,
+2012,NJNPD00,"Newark, NJ",278906,3220,96,55,1093,1976,12,1154.51,34.42,19.72,391.89,708.48,
+2012,CA00109,"Oakland, CA",399487,7963,127,271,3227,4338,12,1993.31,31.79,67.84,807.79,1085.89,
+2012,OK05506,"Oklahoma City, OK",595607,5474,85,389,3791,1209,12,919.06,14.27,65.31,636.49,202.99,
+2012,NB02802,"Omaha, NE",417970,2485,41,187,1442,815,12,594.54,9.81,44.74,345,194.99,
+2012,FL04804,"Orlando, FL",246513,2508,24,103,1778,603,12,1017.39,9.74,41.78,721.26,244.61,
+2012,PAPEP00,"Philadelphia, PA",1538957,17853,331,880,8658,7984,12,1160.07,21.51,57.18,562.59,518.79,
+2012,AZ00723,"Phoenix, AZ",1485509,9458,123,556,5263,3516,12,636.68,8.28,37.43,354.29,236.69,
+2012,PAPPD00,"Pittsburgh, PA",312112,2347,41,47,1125,1134,12,751.97,13.14,15.06,360.45,363.33,
+2012,OR02602,"Portland, OR",598037,3093,20,231,1892,950,12,517.19,3.34,38.63,316.37,158.85,
+2012,MD01721,"Prince George's County, MD",670946,3955,49,145,1765,1996,12,589.47,7.3,21.61,263.06,297.49,
+2012,NC09201,"Raleigh, NC",420594,1780,17,113,985,665,12,423.21,4.04,26.87,234.19,158.11,
+2012,CA03404,"Sacramento, CA",476557,3520,34,125,2150,1211,12,738.63,7.13,26.23,451.15,254.11,
+2012,UT01803,"Salt Lake City, UT",192465,1302,8,123,854,317,12,676.49,4.16,63.91,443.72,164.71,
+2012,TXSPD00,"San Antonio, TX",1380123,6943,89,549,4441,1864,12,503.07,6.45,39.78,321.78,135.06,
+2012,CA03711,"San Diego, CA",1338477,5529,47,304,3661,1517,12,413.08,3.51,22.71,273.52,113.34,
+2012,CA03801,"San Francisco, CA",820363,5777,69,108,2116,3484,12,704.2,8.41,13.16,257.93,424.69,
+2012,CA04313,"San Jose, CA",976459,3547,45,280,2014,1208,12,363.25,4.61,28.68,206.26,123.71,
+2012,WASPD00,"Seattle, WA",626865,3782,25,123,2198,1436,12,603.32,3.99,19.62,350.63,229.08,
+2012,MOSPD00,"St. Louis, MO",318667,5661,113,199,3571,1778,12,1776.46,35.46,62.45,1120.61,557.95,
+2012,NY05101,"Suffolk County, NY",1345578,1790,23,42,1044,681,12,133.03,1.71,3.12,77.59,50.61,
+2012,FL02902,"Tampa, FL",350758,2162,23,43,1523,573,12,616.38,6.56,12.26,434.2,163.36,
+2012,AZ01003,"Tucson, AZ",531535,3850,42,234,2314,1260,12,724.32,7.9,44.02,435.34,237.05,
+2012,OK07205,"Tulsa, OK",398904,3949,42,316,2529,1062,12,989.96,10.53,79.22,633.99,266.23,
+2012,VA12800,"Virginia Beach, VA",447588,751,21,57,346,327,12,167.79,4.69,12.73,77.3,73.06,
+2012,DCMPD00,"Washington, DC",632323,7448,88,236,3399,3725,12,1177.88,13.92,37.32,537.54,589.1,
+2012,KS08703,"Wichita, KS",386409,2896,23,242,2135,496,12,749.46,5.95,62.63,552.52,128.36,
+2012,,,,,5848,19709,239243,166938,816,,,,,,431738
+2013,NM00101,"Albuquerque, NM",558165,4325,37,439,2803,1046,12,774.86,6.63,78.65,502.18,187.4,
+2013,TX22001,"Arlington, TX",378765,1837,18,105,1152,562,12,485,4.75,27.72,304.15,148.38,
+2013,GAAPD00,"Atlanta, GA",451020,5516,83,105,2965,2363,12,1223.01,18.4,23.28,657.4,523.92,
+2013,CO00101,"Aurora, CO",343484,1429,20,224,716,469,12,416.03,5.82,65.21,208.45,136.54,
+2013,TX22701,"Austin, TX",859180,3123,26,217,2117,763,12,363.49,3.03,25.26,246.4,88.81,
+2013,MD00301,"Baltimore County, MD",822814,4184,20,124,2530,1510,11,508.5,2.43,15.07,307.48,183.52,
+2013,MDBPD00,"Baltimore, MD",622671,8725,233,298,4460,3734,12,1401.22,37.42,47.86,716.27,599.67,
+2013,MA01301,"Boston, MA",643799,5037,39,279,2851,1868,12,782.39,6.06,43.34,442.84,290.15,
+2013,NY01401,"Buffalo, NY",258789,3249,47,145,1735,1322,12,1255.46,18.16,56.03,670.43,510.84,
+2013,NC06001,"Charlotte, NC",837638,5093,59,230,2999,1805,12,608.02,7.04,27.46,358.03,215.49,
+2013,ILCPD00,"Chicago, IL",2720554,25688,416,1338,12108,11826,12,944.22,15.29,49.18,445.06,434.69,
+2013,OHCIP00,"Cincinnati, OH",296491,2858,70,218,958,1612,12,963.94,23.61,73.53,323.11,543.69,
+2013,OHCLP00,"Cleveland, OH",389181,5782,58,436,1792,3496,12,1485.68,14.9,112.03,460.45,898.3,
+2013,OHCOP00,"Columbus, OH",816364,4446,78,692,1213,2463,12,544.61,9.55,84.77,148.59,301.7,
+2013,TXDPD00,"Dallas, TX",1255015,8330,143,543,3442,4202,12,663.74,11.39,43.27,274.26,334.82,
+2013,CODPD00,"Denver, CO",648981,4093,41,519,2400,1133,12,630.68,6.32,79.97,369.81,174.58,
+2013,MI82349,"Detroit, MI",699889,14501,316,613,8801,4771,12,2071.9,45.15,87.59,1257.49,681.68,
+2013,TX07102,"El Paso, TX",679700,2522,10,176,1879,457,12,371.05,1.47,25.89,276.45,67.24,
+2013,VA02901,"Fairfax County, VA",1091221,1005,12,172,412,409,12,92.1,1.1,15.76,37.76,37.48,
+2013,TX22012,"Fort Worth, TX",789035,4440,49,532,2602,1257,12,562.71,6.21,67.42,329.77,159.31,
+2013,CA01005,"Fresno, CA",508876,2552,40,53,1556,903,12,501.5,7.86,10.42,305.77,177.45,
+2013,HI00200,"Honolulu, HI",984683,2276,18,221,1294,743,6,231.14,1.83,22.44,131.41,75.46,
+2013,TXHPD00,"Houston, TX",2180606,20993,214,618,10270,9891,12,962.71,9.81,28.34,470.97,453.59,
+2013,INIPD00,"Indianapolis, IN",850220,10479,129,656,5894,3800,12,1232.5,15.17,77.16,693.23,446.94,
+2013,FL01602,"Jacksonville, FL",845745,5246,93,452,3277,1424,12,620.28,11,53.44,387.47,168.37,
+2013,MOKPD00,"Kansas City, MO",465514,5876,99,392,3719,1666,12,1262.26,21.27,84.21,798.9,357.88,
+2013,NV00201,"Las Vegas, NV",1500455,11374,97,705,6500,4072,12,758.04,6.46,46.99,433.2,271.38,
+2013,CA01941,"Long Beach, CA",469665,2346,34,103,1091,1118,12,499.5,7.24,21.93,232.29,238.04,
+2013,CA01900,"Los Angeles County, CA",1064190,5323,72,171,3723,1357,12,500.19,6.77,16.07,349.84,127.51,
+2013,CA01942,"Los Angeles, CA",3878725,16524,251,764,7624,7885,12,426.02,6.47,19.7,196.56,203.29,
+2013,KY05680,"Louisville, KY",671120,3644,48,160,2009,1427,12,542.97,7.15,23.84,299.35,212.63,
+2013,TNMPD00,"Memphis, TN",657691,10890,125,458,7173,3134,12,1655.79,19.01,69.64,1090.63,476.52,
+2013,AZ00717,"Mesa, AZ",456155,1807,22,203,1104,478,12,396.14,4.82,44.5,242.02,104.79,
+2013,FL01300,"Miami-Dade County, FL",1171120,6057,87,448,3661,1861,12,517.2,7.43,38.25,312.61,158.91,
+2013,FL01306,"Miami, FL",418394,4945,71,96,2562,2216,12,1181.9,16.97,22.94,612.34,529.64,
+2013,WIMPD00,"Milwaukee, WI",600805,8194,104,401,4405,3284,12,1363.84,17.31,66.74,733.18,546.6,
+2013,MN02711,"Minneapolis, MN",396206,4038,36,385,1761,1856,12,1019.17,9.09,97.17,444.47,468.44,
+2013,MD01604,"Montgomery County, MD",997082,1687,8,134,787,758,12,169.19,0.8,13.44,78.93,76.02,
+2013,TN01901,"Nashville, TN",635673,6667,35,463,4556,1613,12,1048.81,5.51,72.84,716.72,253.75,
+2013,NY02900,"Nassau County, NY",1058467,1394,12,43,633,706,12,131.7,1.13,4.06,59.8,66.7,
+2013,LANPD00,"New Orleans, LA",377022,2965,156,176,1495,1138,12,786.43,41.38,46.68,396.53,301.84,
+2013,NY03030,"New York City, NY",8396126,52384,335,1112,31767,19170,12,623.91,3.99,13.24,378.35,228.32,
+2013,NJNPD00,"Newark, NJ",278246,3516,112,45,926,2433,12,1263.63,40.25,16.17,332.8,874.41,
+2013,CA00109,"Oakland, CA",403887,7984,90,180,2792,4922,12,1976.79,22.28,44.57,691.28,1218.66,
+2013,OK05506,"Oklahoma City, OK",605034,4998,62,450,3295,1191,12,826.07,10.25,74.38,544.6,196.85,
+2013,NB02802,"Omaha, NE",425076,2449,42,184,1505,718,12,576.13,9.88,43.29,354.05,168.91,
+2013,FL04804,"Orlando, FL",253238,2316,17,126,1600,573,12,914.55,6.71,49.76,631.82,226.27,
+2013,PAPEP00,"Philadelphia, PA",1553153,17074,247,1279,7986,7562,12,1099.31,15.9,82.35,514.18,486.88,
+2013,AZ00723,"Phoenix, AZ",1502139,9492,118,635,5506,3233,12,631.9,7.86,42.27,366.54,215.23,
+2013,PAPPD00,"Pittsburgh, PA",307632,2259,45,78,1180,956,12,734.32,14.63,25.35,383.58,310.76,
+2013,OR02602,"Portland, OR",609136,2941,14,234,1776,917,12,482.82,2.3,38.42,291.56,150.54,
+2013,MD01721,"Prince George's County, MD",677793,3502,51,146,1722,1583,12,516.68,7.52,21.54,254.06,233.55,
+2013,NC09201,"Raleigh, NC",428993,1683,12,79,987,605,12,392.31,2.8,18.42,230.07,141.03,
+2013,CA03404,"Sacramento, CA",478182,3137,34,95,1850,1158,12,656.03,7.11,19.87,386.88,242.17,
+2013,UT01803,"Salt Lake City, UT",190246,1487,7,213,846,421,12,781.62,3.68,111.96,444.69,221.29,
+2013,TXSPD00,"San Antonio, TX",1399725,8828,72,663,5901,2192,12,630.7,5.14,47.37,421.58,156.6,
+2013,CA03711,"San Diego, CA",1349306,5303,39,316,3492,1456,12,393.02,2.89,23.42,258.8,107.91,
+2013,CA03801,"San Francisco, CA",833863,7064,48,161,2653,4202,12,847.14,5.76,19.31,318.16,503.92,
+2013,CA04313,"San Jose, CA",992143,3215,38,270,1812,1095,12,324.05,3.83,27.21,182.63,110.37,
+2013,WASPD00,"Seattle, WA",642814,3760,18,154,1986,1602,12,584.93,2.8,23.96,308.95,249.22,
+2013,MOSPD00,"St. Louis, MO",318563,5077,120,333,3167,1457,12,1593.72,37.67,104.53,994.15,457.37,
+2013,NY05101,"Suffolk County, NY",1340833,1599,27,22,930,620,12,119.25,2.01,1.64,69.36,46.24,
+2013,FL02902,"Tampa, FL",351314,2097,28,78,1411,580,12,596.9,7.97,22.2,401.64,165.09,
+2013,AZ01003,"Tucson, AZ",525486,3368,47,216,2103,1002,12,640.93,8.94,41.1,400.2,190.68,
+2013,OK07205,"Tulsa, OK",394498,3827,60,373,2400,994,12,970.09,15.21,94.55,608.37,251.97,
+2013,VA12800,"Virginia Beach, VA",450687,738,17,147,269,305,12,163.75,3.77,32.62,59.69,67.67,
+2013,DCMPD00,"Washington, DC",646449,7880,103,393,3724,3660,12,1218.97,15.93,60.79,576.07,566.17,
+2013,KS08703,"Wichita, KS",386486,3069,15,250,2337,467,12,794.08,3.88,64.69,604.68,120.83,
+2013,,,,,5344,22739,230952,163472,809,,,,,,422507
+2014,NM00101,"Albuquerque, NM",558874,4934,30,402,3121,1381,12,882.85,5.37,71.93,558.44,247.1,
+2014,TX22001,"Arlington, TX",382976,1854,13,206,1142,493,12,484.1,3.39,53.79,298.19,128.73,
+2014,GAAPD00,"Atlanta, GA",454363,5577,93,151,3004,2329,12,1227.43,20.47,33.23,661.15,512.59,
+2014,CO00101,"Aurora, CO",350948,1430,9,273,734,414,12,407.47,2.56,77.79,209.15,117.97,
+2014,TX22701,"Austin, TX",903924,3581,32,571,2105,873,12,396.16,3.54,63.17,232.87,96.58,
+2014,MD00301,"Baltimore County, MD",828871,4024,25,97,2390,1512,11,485.48,3.02,11.7,288.34,182.42,
+2014,MDBPD00,"Baltimore, MD",623513,8346,211,245,4213,3677,12,1338.54,33.84,39.29,675.69,589.72,
+2014,MA01301,"Boston, MA",654413,4749,53,280,2736,1680,12,725.69,8.1,42.79,418.08,256.72,
+2014,NY01401,"Buffalo, NY",258419,3173,60,173,1663,1277,12,1227.85,23.22,66.95,643.53,494.16,
+2014,NC06001,"Charlotte, NC",856916,5054,47,210,3211,1586,12,589.79,5.48,24.51,374.72,185.08,
+2014,ILCPD00,"Chicago, IL",2724121,24133,415,1388,12530,9800,12,885.9,15.23,50.95,459.96,359.75,
+2014,OHCIP00,"Cincinnati, OH",297671,2719,60,248,1053,1358,12,913.42,20.16,83.31,353.75,456.21,
+2014,OHCLP00,"Cleveland, OH",388655,5205,63,495,1655,2992,12,1339.23,16.21,127.36,425.83,769.83,
+2014,OHCOP00,"Columbus, OH",830811,4640,85,787,1656,2112,12,558.49,10.23,94.73,199.32,254.21,
+2014,TXDPD00,"Dallas, TX",1272396,8457,116,781,3704,3856,12,664.65,9.12,61.38,291.1,303.05,
+2014,CODPD00,"Denver, CO",665353,4002,31,471,2412,1088,12,601.49,4.66,70.79,362.51,163.52,
+2014,MI82349,"Detroit, MI",684694,13622,298,557,9194,3573,12,1989.5,43.52,81.35,1342.79,521.84,
+2014,TX07102,"El Paso, TX",680273,2671,21,335,1900,415,12,392.64,3.09,49.24,279.3,61,
+2014,VA02901,"Fairfax County, VA",1101700,969,10,159,400,400,12,87.95,0.91,14.43,36.31,36.31,
+2014,TX22012,"Fort Worth, TX",804907,4492,53,570,2729,1140,12,558.08,6.58,70.82,339.05,141.63,
+2014,CA01005,"Fresno, CA",513187,2382,47,53,1501,781,12,464.16,9.16,10.33,292.49,152.19,
+2014,HI00200,"Honolulu, HI",994034,2273,19,320,1166,768,4,228.66,1.91,32.19,117.3,77.26,
+2014,TXHPD00,"Houston, TX",2219933,22008,242,812,10768,10186,12,991.38,10.9,36.58,485.06,458.84,
+2014,INIPD00,"Indianapolis, IN",858238,10768,136,573,6251,3808,12,1254.66,15.85,66.76,728.35,443.7,
+2014,FL01602,"Jacksonville, FL",856021,5853,96,479,3859,1419,12,683.74,11.21,55.96,450.81,165.77,
+2014,MOKPD00,"Kansas City, MO",468417,5892,79,412,3775,1626,12,1257.85,16.87,87.96,805.91,347.13,
+2014,NV00201,"Las Vegas, NV",1530899,12876,122,780,7089,4885,12,841.07,7.97,50.95,463.06,319.09,
+2014,CA01941,"Long Beach, CA",471123,2304,23,110,1282,889,12,489.04,4.88,23.35,272.12,188.7,
+2014,CA01900,"Los Angeles County, CA",1111939,5091,71,201,3539,1280,12,457.85,6.39,18.08,318.27,115.11,
+2014,CA01942,"Los Angeles, CA",3906772,19171,260,1126,9836,7949,12,490.71,6.66,28.82,251.77,203.47,
+2014,KY05680,"Louisville, KY",677710,4015,56,194,2233,1532,12,592.44,8.26,28.63,329.49,226.06,
+2014,TNMPD00,"Memphis, TN",654922,11420,139,519,7477,3285,12,1743.72,21.22,79.25,1141.66,501.59,
+2014,AZ00717,"Mesa, AZ",462092,2119,13,252,1385,469,12,458.57,2.81,54.53,299.72,101.49,
+2014,FL01300,"Miami-Dade County, FL",1195232,6571,84,421,4231,1835,12,549.77,7.03,35.22,353.99,153.53,
+2014,FL01306,"Miami, FL",421996,4473,81,110,2492,1790,12,1059.96,19.19,26.07,590.53,424.17,
+2014,WIMPD00,"Milwaukee, WI",600374,8914,86,396,4877,3555,12,1484.74,14.32,65.96,812.33,592.13,
+2014,MN02711,"Minneapolis, MN",404461,4093,31,389,1802,1871,12,1011.96,7.66,96.18,445.53,462.59,
+2014,MD01604,"Montgomery County, MD",1009176,1648,17,119,892,620,12,163.3,1.68,11.79,88.39,61.44,
+2014,TN01901,"Nashville, TN",647689,7289,42,491,5227,1529,12,1125.39,6.48,75.81,807.02,236.07,
+2014,NY02900,"Nassau County, NY",1061175,1329,6,103,670,550,12,125.24,0.57,9.71,63.14,51.83,
+2014,LANPD00,"New Orleans, LA",387113,3770,150,244,1906,1470,12,973.88,38.75,63.03,492.36,379.73,
+2014,NY03030,"New York City, NY",8473938,50564,333,2190,31460,16581,12,596.7,3.93,25.84,371.26,195.67,
+2014,NJNPD00,"Newark, NJ",279110,3009,94,49,944,1922,12,1078.07,33.68,17.56,338.22,688.62,
+2014,CA00109,"Oakland, CA",409994,6910,80,209,3140,3481,12,1685.39,19.51,50.98,765.86,849.04,
+2014,OK05506,"Oklahoma City, OK",617975,4782,45,434,3177,1126,12,773.82,7.28,70.23,514.1,182.21,
+2014,NB02802,"Omaha, NE",438465,2458,32,180,1523,723,12,560.59,7.3,41.05,347.35,164.89,
+2014,FL04804,"Orlando, FL",259675,2340,15,167,1538,620,12,901.13,5.78,64.31,592.28,238.76,
+2014,PAPEP00,"Philadelphia, PA",1559062,15925,248,1207,7500,6970,12,1021.45,15.91,77.42,481.06,447.06,
+2014,AZ00723,"Phoenix, AZ",1529852,8749,114,1006,4677,2952,12,571.89,7.45,65.76,305.72,192.96,
+2014,PAPPD00,"Pittsburgh, PA",307613,2455,69,91,1309,986,12,798.08,22.43,29.58,425.53,320.53,
+2014,OR02602,"Portland, OR",615672,2911,26,262,1776,847,12,472.82,4.22,42.56,288.47,137.57,
+2014,MD01721,"Prince George's County, MD",685191,3161,39,171,1490,1461,12,461.33,5.69,24.96,217.46,213.23,
+2014,NC09201,"Raleigh, NC",438363,1730,16,82,953,679,5,394.65,3.65,18.71,217.4,154.89,
+2014,CA03404,"Sacramento, CA",482767,2968,28,78,1862,1000,12,614.79,5.8,16.16,385.69,207.14,
+2014,UT01803,"Salt Lake City, UT",192368,1452,7,223,773,449,12,754.8,3.64,115.92,401.83,233.41,
+2014,TXSPD00,"San Antonio, TX",1428465,7704,103,1077,4747,1777,12,539.32,7.21,75.4,332.31,124.4,
+2014,CA03711,"San Diego, CA",1368690,5214,32,371,3493,1318,12,380.95,2.34,27.11,255.21,96.3,
+2014,CA03801,"San Francisco, CA",850294,6761,45,355,3137,3224,12,795.14,5.29,41.75,368.93,379.16,
+2014,CA04313,"San Jose, CA",1009679,3242,32,306,1832,1072,12,321.09,3.17,30.31,181.44,106.17,
+2014,WASPD00,"Seattle, WA",663410,4005,26,154,2258,1567,12,603.7,3.92,23.21,340.36,236.2,
+2014,MOSPD00,"St. Louis, MO",318574,5348,159,279,3348,1562,12,1678.73,49.91,87.58,1050.93,490.31,
+2014,NY05101,"Suffolk County, NY",1341453,1576,29,111,869,567,12,117.48,2.16,8.27,64.78,42.27,
+2014,FL02902,"Tampa, FL",357124,2080,28,62,1476,514,12,582.43,7.84,17.36,413.3,143.93,
+2014,AZ01003,"Tucson, AZ",527328,3443,35,399,2021,988,12,652.91,6.64,75.66,383.25,187.36,
+2014,OK07205,"Tulsa, OK",399556,3217,46,313,1938,920,12,805.14,11.51,78.34,485.04,230.26,
+2014,VA12800,"Virginia Beach, VA",451102,667,17,115,285,250,12,147.86,3.77,25.49,63.18,55.42,
+2014,DCMPD00,"Washington, DC",658893,7810,105,470,4004,3231,12,1185.32,15.94,71.33,607.69,490.37,
+2014,KS08703,"Wichita, KS",387493,2939,21,243,2179,496,12,758.47,5.42,62.71,562.33,128,
+2014,,,,,5349,27107,237519,151336,800,,,,,,421311
+2015,NM00101,"Albuquerque, NM",559721,5406,43,404,3273,1686,,965.84,7.68,72.18,584.76,301.22,
+2015,TX22001,"Arlington, TX",387565,1946,8,208,1201,529,,502.11,2.06,53.67,309.88,136.49,
+2015,GAAPD00,"Atlanta, GA",464710,5203,94,170,2944,1995,,1119.62,20.23,36.58,633.51,429.3,
+2015,CO00101,"Aurora, CO",360237,1660,24,352,837,447,,460.81,6.66,97.71,232.35,124.08,
+2015,TX22701,"Austin, TX",938728,3497,23,487,2058,929,,372.53,2.45,51.88,219.23,98.96,
+2015,MD00301,"Baltimore County, MD",828871,,,,,,,,,,,,
+2015,MDBPD00,"Baltimore, MD",621252,9542,344,287,4598,4313,,1535.93,55.37,46.2,740.12,694.24,
+2015,MA01301,"Boston, MA",665258,4702,38,240,2873,1551,,706.79,5.71,36.08,431.86,233.14,
+2015,NY01401,"Buffalo, NY",258096,2887,41,173,1640,1033,,1118.58,15.89,67.03,635.42,400.24,
+2015,NC06001,"Charlotte, NC",877817,5948,61,216,3724,1947,,677.59,6.95,24.61,424.23,221.8,
+2015,ILCPD00,"Chicago, IL",2728695,24663,478,1432,13104,9649,,903.84,17.52,52.48,480.23,353.61,
+2015,OHCIP00,"Cincinnati, OH",298478,2761,66,236,1196,1263,,925.03,22.11,79.07,400.7,423.15,
+2015,OHCLP00,"Cleveland, OH",388655,,,,,,,,,,,,
+2015,OHCOP00,"Columbus, OH",847745,4631,77,806,1508,2240,,546.27,9.08,95.08,177.88,264.23,
+2015,TXDPD00,"Dallas, TX",1301977,9038,136,782,3943,4177,,694.18,10.45,60.06,302.85,320.82,
+2015,CODPD00,"Denver, CO",682418,4599,53,548,2768,1230,,673.93,7.77,80.3,405.62,180.24,
+2015,MI82349,"Detroit, MI",673225,11846,295,530,7564,3457,,1759.59,43.82,78.73,1123.55,513.5,
+2015,TX07102,"El Paso, TX",686077,2515,17,322,1766,410,,366.58,2.48,46.93,257.41,59.76,
+2015,VA02901,"Fairfax County, VA",1101700,974,14,130,387,443,,88.41,1.27,11.8,35.13,40.21,
+2015,TX22012,"Fort Worth, TX",829731,4359,56,516,2806,981,,525.35,6.75,62.19,338.18,118.23,
+2015,CA01005,"Fresno, CA",520837,2871,39,167,1653,1012,,551.23,7.49,32.06,317.37,194.3,
+2015,HI00200,"Honolulu, HI",999307,2437,15,318,1208,896,,243.87,1.5,31.82,120.88,89.66,
+2015,TXHPD00,"Houston, TX",2275221,21994,303,986,10427,10278,,966.68,13.32,43.34,458.29,451.74,
+2015,INIPD00,"Indianapolis, IN",863675,11124,148,677,6497,3802,,1287.98,17.14,78.39,752.25,440.21,
+2015,FL01602,"Jacksonville, FL",867258,5622,97,471,3656,1398,,648.25,11.18,54.31,421.56,161.2,
+2015,MOKPD00,"Kansas City, MO",473373,6709,109,366,4531,1703,,1417.28,23.03,77.32,957.17,359.76,
+2015,NV00201,"Las Vegas, NV",1562134,14383,127,1107,8139,5010,,920.73,8.13,70.86,521.02,320.72,
+2015,CA01941,"Long Beach, CA",476318,2766,36,177,1499,1054,,580.7,7.56,37.16,314.71,221.28,
+2015,CA01900,"Los Angeles County, CA",1111939,5173,98,304,3559,1212,,465.22,8.81,27.34,320.07,109,
+2015,CA01942,"Los Angeles, CA",3962726,25156,282,2209,13713,8952,,634.82,7.12,55.74,346.05,225.91,
+2015,KY05680,"Louisville, KY",680550,4300,81,205,2469,1545,,631.84,11.9,30.12,362.79,227.02,
+2015,TNMPD00,"Memphis, TN",657936,11449,135,530,7653,3131,,1740.14,20.52,80.55,1163.18,475.88,
+2015,AZ00717,"Mesa, AZ",471034,1972,16,241,1307,408,,418.65,3.4,51.16,277.47,86.62,
+2015,FL01300,"Miami-Dade County, FL",1195232,6179,86,379,4053,1661,,516.97,7.2,31.71,339.1,138.97,
+2015,FL01306,"Miami, FL",437969,4473,75,80,2637,1681,,1021.31,17.12,18.27,602.1,383.82,
+2015,WIMPD00,"Milwaukee, WI",600400,9583,145,436,5253,3749,,1596.1,24.15,72.62,874.92,624.42,
+2015,MN02711,"Minneapolis, MN",413479,4395,47,407,2045,1896,,1062.93,11.37,98.43,494.58,458.55,
+2015,MD01604,"Montgomery County, MD",1009176,1964,29,269,1060,606,,194.61,2.87,26.66,105.04,60.05,
+2015,TN01901,"Nashville, TN",658029,7245,72,507,4819,1847,,1101.02,10.94,77.05,732.34,280.69,
+2015,NY02900,"Nassau County, NY",1061175,1318,13,68,682,555,,124.2,1.23,6.41,64.27,52.3,
+2015,LANPD00,"New Orleans, LA",393447,3736,164,409,1666,1497,,949.56,41.68,103.95,423.44,380.48,
+2015,NY03030,"New York City, NY",8550861,50088,352,2244,30546,16946,,585.77,4.12,26.24,357.23,198.18,
+2015,NJNPD00,"Newark, NJ",279110,3072,107,104,1068,1793,,1100.64,38.34,37.26,382.64,642.4,
+2015,CA00109,"Oakland, CA",419481,6051,85,285,2391,3290,,1442.5,20.26,67.94,569.99,784.3,
+2015,OK05506,"Oklahoma City, OK",630621,4828,73,480,3083,1192,,765.59,11.58,76.12,488.88,189.02,
+2015,NB02802,"Omaha, NE",452252,2329,48,174,1452,655,,514.98,10.61,38.47,321.06,144.83,
+2015,FL04804,"Orlando, FL",268438,2525,32,182,1789,522,,940.63,11.92,67.8,666.45,194.46,
+2015,PAPEP00,"Philadelphia, PA",1567810,16132,280,1322,7765,6765,,1028.95,17.86,84.32,495.28,431.49,
+2015,AZ00723,"Phoenix, AZ",1559744,9261,112,1016,5113,3020,,593.75,7.18,65.14,327.81,193.62,
+2015,PAPPD00,"Pittsburgh, PA",306870,2167,57,82,1170,858,,706.16,18.57,26.72,381.27,279.6,
+2015,OR02602,"Portland, OR",615672,,,,,,,,,,,,
+2015,MD01721,"Prince George's County, MD",685191,3256,66,248,1583,1359,,475.2,9.63,36.19,231.03,198.34,
+2015,NC09201,"Raleigh, NC",438363,1676,17,108,873,678,,382.33,3.88,24.64,199.15,154.67,
+2015,CA03404,"Sacramento, CA",489717,3611,43,105,2289,1174,,737.36,8.78,21.44,467.41,239.73,
+2015,UT01803,"Salt Lake City, UT",191992,1642,8,291,874,469,,855.24,4.17,151.57,455.23,244.28,
+2015,TXSPD00,"San Antonio, TX",1463586,8594,94,1049,5465,1986,,587.19,6.42,71.67,373.4,135.69,
+2015,CA03711,"San Diego, CA",1400467,5582,37,566,3601,1378,,398.58,2.64,40.42,257.13,98.4,
+2015,CA03801,"San Francisco, CA",863782,6710,53,344,2703,3610,,776.82,6.14,39.82,312.93,417.93,
+2015,CA04313,"San Jose, CA",1031458,3400,30,375,1855,1140,,329.63,2.91,36.36,179.84,110.52,
+2015,WASPD00,"Seattle, WA",683700,4093,23,144,2394,1532,,598.65,3.36,21.06,350.15,224.07,
+2015,MOSPD00,"St. Louis, MO",317095,5762,188,263,3521,1790,,1817.12,59.29,82.94,1110.39,564.5,
+2015,NY05101,"Suffolk County, NY",1341453,1675,24,79,895,677,,124.86,1.79,5.89,66.72,50.47,
+2015,FL02902,"Tampa, FL",364383,2298,34,77,1516,671,,630.66,9.33,21.13,416.05,184.15,
+2015,AZ01003,"Tucson, AZ",529675,3472,31,422,1960,1059,,655.5,5.85,79.67,370.04,199.93,
+2015,OK07205,"Tulsa, OK",401520,3628,55,365,2354,854,,903.57,13.7,90.9,586.27,212.69,
+2015,VA12800,"Virginia Beach, VA",452797,626,19,103,234,270,,138.25,4.2,22.75,51.68,59.63,
+2015,DCMPD00,"Washington, DC",672228,8084,162,494,4024,3404,,1202.57,24.1,73.49,598.61,506.38,
+2015,KS08703,"Wichita, KS",389824,3839,27,349,2730,733,,984.8,6.93,89.53,700.32,188.03,
+2015,,,,,6042,29423,239964,149998,0,,,,,,425427
diff --git a/dwarves/Mining_HQ.ipynb b/dwarves/Mining_HQ.ipynb
new file mode 100644
index 0000000..ec476b9
--- /dev/null
+++ b/dwarves/Mining_HQ.ipynb
@@ -0,0 +1,946 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Import Modules\n",
+    "The dwarves!"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import digger, gunner, scout \n",
+    "import pandas as pd\n",
+    "import numpy as np\n"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Pre-Processing\n",
+    "This segment is a demonstration on how the data cleaning process on the acquired datasets was handled"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Game Datasets"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "   Rank                           Name     Genre ESRB_Rating Platform  \\\n",
+      "0   1.0                     Wii Sports    Sports           E      Wii   \n",
+      "1   2.0              Super Mario Bros.  Platform         NaN      NES   \n",
+      "2   3.0                 Mario Kart Wii    Racing           E      Wii   \n",
+      "3   4.0  PlayerUnknown's Battlegrounds   Shooter         NaN       PC   \n",
+      "4   5.0              Wii Sports Resort    Sports           E      Wii   \n",
+      "\n",
+      "          Publisher         Developer  Critic_Score  User_Score  \\\n",
+      "0          Nintendo      Nintendo EAD           7.7         NaN   \n",
+      "1          Nintendo      Nintendo EAD          10.0         NaN   \n",
+      "2          Nintendo      Nintendo EAD           8.2         9.1   \n",
+      "3  PUBG Corporation  PUBG Corporation           NaN         NaN   \n",
+      "4          Nintendo      Nintendo EAD           8.0         8.8   \n",
+      "\n",
+      "   Total_Shipped  Global_Sales  NA_Sales  PAL_Sales  JP_Sales  Other_Sales  \\\n",
+      "0          82.86           NaN       NaN        NaN       NaN          NaN   \n",
+      "1          40.24           NaN       NaN        NaN       NaN          NaN   \n",
+      "2          37.14           NaN       NaN        NaN       NaN          NaN   \n",
+      "3          36.60           NaN       NaN        NaN       NaN          NaN   \n",
+      "4          33.09           NaN       NaN        NaN       NaN          NaN   \n",
+      "\n",
+      "     Year Console Review  Score GameName  \n",
+      "0  2006.0     NaN    NaN    NaN      NaN  \n",
+      "1  1985.0     NaN    NaN    NaN      NaN  \n",
+      "2  2008.0     NaN    NaN    NaN      NaN  \n",
+      "3  2017.0     NaN    NaN    NaN      NaN  \n",
+      "4  2009.0     NaN    NaN    NaN      NaN  \n"
+     ]
+    }
+   ],
+   "source": [
+    "\n",
+    "games_review = pd.read_csv(\"../datasets/videogames/Games.xls\")\n",
+    "games_sales = pd.read_csv(\"../datasets/videogames/vgsales-12-4-2019-short.csv\")\n",
+    "\n",
+    "games_review_phase1 = digger.slice_column(games_review, \"GameName\", \"Review\")\n",
+    "games_review_final = digger.slice_column(games_review, \"GameName\", \"(Import)\")\n",
+    "\n",
+    "games_merged_dat = digger.write_joined_df(games_sales, games_review_final)\n",
+    "\n",
+    "# Acquisition of Merged dataset\n",
+    "print(games_merged_dat.head(5))"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Crime Datasets"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "\n",
+    "crime_CA = pd.read_excel(\"../datasets/crime/clean_crime_canada_dataset.xlsx\")\n",
+    "\n",
+    "crime_US = pd.read_csv(\"../datasets/crime/report.csv\")\n",
+    "\n",
+    "NA_col_list = [\n",
+    "    \"JP_Sales\",\n",
+    "    \"Other_Sales\",\n",
+    "    \"Global_Sales\",\n",
+    "    \"GameName\",\n",
+    "    \"Review\",\n",
+    "    \"Console\",\n",
+    "    \"Score\",\n",
+    "]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "report_year            2828\n",
+      "agency_code            2828\n",
+      "agency_jurisdiction    2828\n",
+      "population             2828\n",
+      "violent_crimes         2828\n",
+      "homicides              2828\n",
+      "rapes                  2828\n",
+      "assaults               2828\n",
+      "robberies              2828\n",
+      "months_reported        2828\n",
+      "crimes_percapita       2828\n",
+      "homicides_percapita    2828\n",
+      "rapes_percapita        2828\n",
+      "assaults_percapita     2828\n",
+      "robberies_percapita    2828\n",
+      "dtype: int64\n",
+      "year             4664\n",
+      "location         4664\n",
+      "type_of_crime    4664\n",
+      "incidents        4664\n",
+      "rate_per_100k    4664\n",
+      "dtype: int64\n"
+     ]
+    }
+   ],
+   "source": [
+    "\n",
+    "print(crime_US.isnull().count())\n",
+    "print(crime_CA.isnull().count())\n",
+    "\n",
+    "year_interval = gunner.year_interval(crime_US, crime_CA, \"report_year\", \"year\")\n",
+    "\n",
+    "year_max = year_interval[0]\n",
+    "year_min = year_interval[1]\n",
+    "\n",
+    "crime_intersect = gunner.intersect_by_year(crime_US, crime_CA, \"report_year\", \"year\")\n",
+    "\n",
+    "crime_US_intersect = crime_intersect[0]\n",
+    "crime_CA_intersect = crime_intersect[1]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "\n",
+    "games_merged_dat = gunner.drop_kick(NA_col_list, games_merged_dat)\n",
+    "games_merged_dat.to_csv(\"../datasets/videogames/games_merged.csv\", index=False)\n",
+    "\n",
+    "sale_tri_split = gunner.trisect_by_year(games_merged_dat, \"Year\", year_interval)\n",
+    "\n",
+    "games_sales_split_pre = sale_tri_split[0]\n",
+    "games_sales_split_dur = sale_tri_split[1]\n",
+    "games_sales_split_pos = sale_tri_split[2]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Acquired Datasets:\n",
+      "\n",
+      "    Rank                                Name         Genre ESRB_Rating  \\\n",
+      "1    2.0                   Super Mario Bros.      Platform         NaN   \n",
+      "5    6.0  Pokemon Red / Green / Blue Version  Role-Playing           E   \n",
+      "7    8.0                              Tetris        Puzzle           E   \n",
+      "10  11.0                           Duck Hunt       Shooter         NaN   \n",
+      "18  19.0                   Super Mario World      Platform           E   \n",
+      "\n",
+      "   Platform Publisher              Developer  Critic_Score  User_Score  \\\n",
+      "1       NES  Nintendo           Nintendo EAD          10.0         NaN   \n",
+      "5        GB  Nintendo             Game Freak           9.4         NaN   \n",
+      "7        GB  Nintendo  Bullet Proof Software           NaN         NaN   \n",
+      "10      NES  Nintendo          Nintendo R&D1           NaN         NaN   \n",
+      "18     SNES  Nintendo           Nintendo EAD           8.5         NaN   \n",
+      "\n",
+      "    Total_Shipped  NA_Sales  PAL_Sales    Year  \n",
+      "1           40.24       NaN        NaN  1985.0  \n",
+      "5           31.38       NaN        NaN  1998.0  \n",
+      "7           30.26       NaN        NaN  1989.0  \n",
+      "10          28.31       NaN        NaN  1985.0  \n",
+      "18          20.61       NaN        NaN  1991.0      Rank                       Name     Genre ESRB_Rating Platform Publisher  \\\n",
+      "0   1.0                 Wii Sports    Sports           E      Wii  Nintendo   \n",
+      "2   3.0             Mario Kart Wii    Racing           E      Wii  Nintendo   \n",
+      "4   5.0          Wii Sports Resort    Sports           E      Wii  Nintendo   \n",
+      "6   7.0      New Super Mario Bros.  Platform           E       DS  Nintendo   \n",
+      "8   9.0  New Super Mario Bros. Wii  Platform           E      Wii  Nintendo   \n",
+      "\n",
+      "      Developer  Critic_Score  User_Score  Total_Shipped  NA_Sales  PAL_Sales  \\\n",
+      "0  Nintendo EAD           7.7         NaN          82.86       NaN        NaN   \n",
+      "2  Nintendo EAD           8.2         9.1          37.14       NaN        NaN   \n",
+      "4  Nintendo EAD           8.0         8.8          33.09       NaN        NaN   \n",
+      "6  Nintendo EAD           9.1         8.1          30.80       NaN        NaN   \n",
+      "8  Nintendo EAD           8.6         9.2          30.22       NaN        NaN   \n",
+      "\n",
+      "     Year  \n",
+      "0  2006.0  \n",
+      "2  2008.0  \n",
+      "4  2009.0  \n",
+      "6  2006.0  \n",
+      "8  2009.0       Rank                           Name             Genre ESRB_Rating  \\\n",
+      "3    4.0  PlayerUnknown's Battlegrounds           Shooter         NaN   \n",
+      "31  32.0               Pokemon Sun/Moon      Role-Playing           E   \n",
+      "35  36.0            Mario Kart 8 Deluxe            Racing           E   \n",
+      "45  46.0          Red Dead Redemption 2  Action-Adventure           M   \n",
+      "48  49.0            Super Mario Odyssey          Platform         E10   \n",
+      "\n",
+      "   Platform         Publisher         Developer  Critic_Score  User_Score  \\\n",
+      "3        PC  PUBG Corporation  PUBG Corporation           NaN         NaN   \n",
+      "31      3DS          Nintendo        Game Freak           9.0         NaN   \n",
+      "35       NS          Nintendo      Nintendo EPD           9.3         NaN   \n",
+      "45      PS4    Rockstar Games    Rockstar Games           9.8         NaN   \n",
+      "48       NS          Nintendo      Nintendo EPD           9.9         NaN   \n",
+      "\n",
+      "    Total_Shipped  NA_Sales  PAL_Sales    Year  \n",
+      "3           36.60       NaN        NaN  2017.0  \n",
+      "31          16.14       NaN        NaN  2016.0  \n",
+      "35          15.02       NaN        NaN  2017.0  \n",
+      "45            NaN      5.26       6.21  2018.0  \n",
+      "48          13.76       NaN        NaN  2017.0  \n",
+      "Dataset Info:\n",
+      "\n",
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "Int64Index: 12445 entries, 1 to 55771\n",
+      "Data columns (total 13 columns):\n",
+      " #   Column         Non-Null Count  Dtype  \n",
+      "---  ------         --------------  -----  \n",
+      " 0   Rank           12445 non-null  float64\n",
+      " 1   Name           12445 non-null  object \n",
+      " 2   Genre          12445 non-null  object \n",
+      " 3   ESRB_Rating    2704 non-null   object \n",
+      " 4   Platform       12445 non-null  object \n",
+      " 5   Publisher      12445 non-null  object \n",
+      " 6   Developer      12444 non-null  object \n",
+      " 7   Critic_Score   493 non-null    float64\n",
+      " 8   User_Score     16 non-null     float64\n",
+      " 9   Total_Shipped  243 non-null    float64\n",
+      " 10  NA_Sales       1047 non-null   float64\n",
+      " 11  PAL_Sales      1086 non-null   float64\n",
+      " 12  Year           12445 non-null  float64\n",
+      "dtypes: float64(7), object(6)\n",
+      "memory usage: 1.3+ MB\n",
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "Int64Index: 37102 entries, 0 to 55763\n",
+      "Data columns (total 13 columns):\n",
+      " #   Column         Non-Null Count  Dtype  \n",
+      "---  ------         --------------  -----  \n",
+      " 0   Rank           37102 non-null  float64\n",
+      " 1   Name           37102 non-null  object \n",
+      " 2   Genre          37102 non-null  object \n",
+      " 3   ESRB_Rating    18606 non-null  object \n",
+      " 4   Platform       37102 non-null  object \n",
+      " 5   Publisher      37102 non-null  object \n",
+      " 6   Developer      37089 non-null  object \n",
+      " 7   Critic_Score   5709 non-null   float64\n",
+      " 8   User_Score     212 non-null    float64\n",
+      " 9   Total_Shipped  1284 non-null   float64\n",
+      " 10  NA_Sales       10610 non-null  float64\n",
+      " 11  PAL_Sales      11150 non-null  float64\n",
+      " 12  Year           37102 non-null  float64\n",
+      "dtypes: float64(7), object(6)\n",
+      "memory usage: 4.0+ MB\n",
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "Int64Index: 5266 entries, 3 to 55790\n",
+      "Data columns (total 13 columns):\n",
+      " #   Column         Non-Null Count  Dtype  \n",
+      "---  ------         --------------  -----  \n",
+      " 0   Rank           5266 non-null   float64\n",
+      " 1   Name           5266 non-null   object \n",
+      " 2   Genre          5266 non-null   object \n",
+      " 3   ESRB_Rating    2213 non-null   object \n",
+      " 4   Platform       5266 non-null   object \n",
+      " 5   Publisher      5266 non-null   object \n",
+      " 6   Developer      5266 non-null   object \n",
+      " 7   Critic_Score   330 non-null    float64\n",
+      " 8   User_Score     100 non-null    float64\n",
+      " 9   Total_Shipped  300 non-null    float64\n",
+      " 10  NA_Sales       1301 non-null   float64\n",
+      " 11  PAL_Sales      929 non-null    float64\n",
+      " 12  Year           5266 non-null   float64\n",
+      "dtypes: float64(7), object(6)\n",
+      "memory usage: 576.0+ KB\n",
+      "Dataset Info:\n",
+      "\n",
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "Int64Index: 12445 entries, 1 to 55771\n",
+      "Data columns (total 13 columns):\n",
+      " #   Column         Non-Null Count  Dtype  \n",
+      "---  ------         --------------  -----  \n",
+      " 0   Rank           12445 non-null  float64\n",
+      " 1   Name           12445 non-null  object \n",
+      " 2   Genre          12445 non-null  object \n",
+      " 3   ESRB_Rating    2704 non-null   object \n",
+      " 4   Platform       12445 non-null  object \n",
+      " 5   Publisher      12445 non-null  object \n",
+      " 6   Developer      12444 non-null  object \n",
+      " 7   Critic_Score   493 non-null    float64\n",
+      " 8   User_Score     16 non-null     float64\n",
+      " 9   Total_Shipped  243 non-null    float64\n",
+      " 10  NA_Sales       1047 non-null   float64\n",
+      " 11  PAL_Sales      1086 non-null   float64\n",
+      " 12  Year           12445 non-null  float64\n",
+      "dtypes: float64(7), object(6)\n",
+      "memory usage: 1.3+ MB\n",
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "Int64Index: 37102 entries, 0 to 55763\n",
+      "Data columns (total 13 columns):\n",
+      " #   Column         Non-Null Count  Dtype  \n",
+      "---  ------         --------------  -----  \n",
+      " 0   Rank           37102 non-null  float64\n",
+      " 1   Name           37102 non-null  object \n",
+      " 2   Genre          37102 non-null  object \n",
+      " 3   ESRB_Rating    18606 non-null  object \n",
+      " 4   Platform       37102 non-null  object \n",
+      " 5   Publisher      37102 non-null  object \n",
+      " 6   Developer      37089 non-null  object \n",
+      " 7   Critic_Score   5709 non-null   float64\n",
+      " 8   User_Score     212 non-null    float64\n",
+      " 9   Total_Shipped  1284 non-null   float64\n",
+      " 10  NA_Sales       10610 non-null  float64\n",
+      " 11  PAL_Sales      11150 non-null  float64\n",
+      " 12  Year           37102 non-null  float64\n",
+      "dtypes: float64(7), object(6)\n",
+      "memory usage: 4.0+ MB\n",
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "Int64Index: 5266 entries, 3 to 55790\n",
+      "Data columns (total 13 columns):\n",
+      " #   Column         Non-Null Count  Dtype  \n",
+      "---  ------         --------------  -----  \n",
+      " 0   Rank           5266 non-null   float64\n",
+      " 1   Name           5266 non-null   object \n",
+      " 2   Genre          5266 non-null   object \n",
+      " 3   ESRB_Rating    2213 non-null   object \n",
+      " 4   Platform       5266 non-null   object \n",
+      " 5   Publisher      5266 non-null   object \n",
+      " 6   Developer      5266 non-null   object \n",
+      " 7   Critic_Score   330 non-null    float64\n",
+      " 8   User_Score     100 non-null    float64\n",
+      " 9   Total_Shipped  300 non-null    float64\n",
+      " 10  NA_Sales       1301 non-null   float64\n",
+      " 11  PAL_Sales      929 non-null    float64\n",
+      " 12  Year           5266 non-null   float64\n",
+      "dtypes: float64(7), object(6)\n",
+      "memory usage: 576.0+ KB\n",
+      "Yer forsaken Statistical Description:\n",
+      "                Rank  Critic_Score  User_Score  Total_Shipped      NA_Sales  \\\n",
+      "count  37102.000000   5709.000000  212.000000    1284.000000  10610.000000   \n",
+      "mean   25036.476282      7.170047    8.369811       1.786597      0.273487   \n",
+      "std    15243.705990      1.433885    1.254125       4.209405      0.512590   \n",
+      "min        1.000000      1.000000    2.000000       0.030000      0.000000   \n",
+      "25%    11755.250000      6.400000    8.000000       0.200000      0.050000   \n",
+      "50%    23875.500000      7.400000    8.600000       0.545000      0.120000   \n",
+      "75%    38152.750000      8.200000    9.200000       1.680000      0.290000   \n",
+      "max    55764.000000     10.000000   10.000000      82.860000      9.760000   \n",
+      "\n",
+      "          PAL_Sales          Year  \n",
+      "count  11150.000000  37102.000000  \n",
+      "mean       0.149162   2008.141852  \n",
+      "std        0.380365      4.135877  \n",
+      "min        0.000000   2000.000000  \n",
+      "25%        0.010000   2005.000000  \n",
+      "50%        0.040000   2009.000000  \n",
+      "75%        0.140000   2011.000000  \n",
+      "max        9.850000   2015.000000  \n",
+      "    Rank                                Name         Genre ESRB_Rating  \\\n",
+      "1    2.0                   Super Mario Bros.      Platform         NaN   \n",
+      "5    6.0  Pokemon Red / Green / Blue Version  Role-Playing           E   \n",
+      "7    8.0                              Tetris        Puzzle           E   \n",
+      "10  11.0                           Duck Hunt       Shooter         NaN   \n",
+      "18  19.0                   Super Mario World      Platform           E   \n",
+      "\n",
+      "   Platform Publisher              Developer  Critic_Score  User_Score  \\\n",
+      "1       NES  Nintendo           Nintendo EAD          10.0         NaN   \n",
+      "5        GB  Nintendo             Game Freak           9.4         NaN   \n",
+      "7        GB  Nintendo  Bullet Proof Software           NaN         NaN   \n",
+      "10      NES  Nintendo          Nintendo R&D1           NaN         NaN   \n",
+      "18     SNES  Nintendo           Nintendo EAD           8.5         NaN   \n",
+      "\n",
+      "    Total_Shipped  NA_Sales  PAL_Sales    Year  \n",
+      "1           40.24       NaN        NaN  1985.0  \n",
+      "5           31.38       NaN        NaN  1998.0  \n",
+      "7           30.26       NaN        NaN  1989.0  \n",
+      "10          28.31       NaN        NaN  1985.0  \n",
+      "18          20.61       NaN        NaN  1991.0      Rank                       Name     Genre ESRB_Rating Platform Publisher  \\\n",
+      "0   1.0                 Wii Sports    Sports           E      Wii  Nintendo   \n",
+      "2   3.0             Mario Kart Wii    Racing           E      Wii  Nintendo   \n",
+      "4   5.0          Wii Sports Resort    Sports           E      Wii  Nintendo   \n",
+      "6   7.0      New Super Mario Bros.  Platform           E       DS  Nintendo   \n",
+      "8   9.0  New Super Mario Bros. Wii  Platform           E      Wii  Nintendo   \n",
+      "\n",
+      "      Developer  Critic_Score  User_Score  Total_Shipped  NA_Sales  PAL_Sales  \\\n",
+      "0  Nintendo EAD           7.7         NaN          82.86       NaN        NaN   \n",
+      "2  Nintendo EAD           8.2         9.1          37.14       NaN        NaN   \n",
+      "4  Nintendo EAD           8.0         8.8          33.09       NaN        NaN   \n",
+      "6  Nintendo EAD           9.1         8.1          30.80       NaN        NaN   \n",
+      "8  Nintendo EAD           8.6         9.2          30.22       NaN        NaN   \n",
+      "\n",
+      "     Year  \n",
+      "0  2006.0  \n",
+      "2  2008.0  \n",
+      "4  2009.0  \n",
+      "6  2006.0  \n",
+      "8  2009.0       Rank                           Name             Genre ESRB_Rating  \\\n",
+      "3    4.0  PlayerUnknown's Battlegrounds           Shooter         NaN   \n",
+      "31  32.0               Pokemon Sun/Moon      Role-Playing           E   \n",
+      "35  36.0            Mario Kart 8 Deluxe            Racing           E   \n",
+      "45  46.0          Red Dead Redemption 2  Action-Adventure           M   \n",
+      "48  49.0            Super Mario Odyssey          Platform         E10   \n",
+      "\n",
+      "   Platform         Publisher         Developer  Critic_Score  User_Score  \\\n",
+      "3        PC  PUBG Corporation  PUBG Corporation           NaN         NaN   \n",
+      "31      3DS          Nintendo        Game Freak           9.0         NaN   \n",
+      "35       NS          Nintendo      Nintendo EPD           9.3         NaN   \n",
+      "45      PS4    Rockstar Games    Rockstar Games           9.8         NaN   \n",
+      "48       NS          Nintendo      Nintendo EPD           9.9         NaN   \n",
+      "\n",
+      "    Total_Shipped  NA_Sales  PAL_Sales    Year  \n",
+      "3           36.60       NaN        NaN  2017.0  \n",
+      "31          16.14       NaN        NaN  2016.0  \n",
+      "35          15.02       NaN        NaN  2017.0  \n",
+      "45            NaN      5.26       6.21  2018.0  \n",
+      "48          13.76       NaN        NaN  2017.0  \n"
+     ]
+    }
+   ],
+   "source": [
+    "\n",
+    "print(\"Acquired Datasets:\\n\")\n",
+    "print(sale_tri_split[0].head(5), sale_tri_split[1].head(5), sale_tri_split[2].head(5))\n",
+    "\n",
+    "print(\"Dataset Info:\\n\")\n",
+    "sale_tri_split[0].info()\n",
+    "sale_tri_split[1].info()\n",
+    "sale_tri_split[2].info()\n",
+    "\n",
+    "\n",
+    "print(\"Dataset Info:\\n\")\n",
+    "games_sales_split_pre.info()\n",
+    "games_sales_split_dur.info()\n",
+    "games_sales_split_pos.info()\n",
+    "\n",
+    "print(\"Yer forsaken Statistical Description:\\n\", games_sales_split_dur.describe())\n",
+    "\n",
+    "print(\n",
+    "    games_sales_split_pre.head(5),\n",
+    "    games_sales_split_dur.head(5),\n",
+    "    games_sales_split_pos.head(5),\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "C:\\Users\\hellom\\AppData\\Local\\Temp\\ipykernel_16036\\2254464593.py:4: DtypeWarning: Columns (1,2,3,4,5,6) have mixed types. Specify dtype option on import or set low_memory=False.\n",
+      "  gammas = pd.read_csv(\"../datasets/videogames/games_merged.csv\")\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "min:  1.0  max:  10.0\n",
+      "0    0.399535\n",
+      "1    2.335800\n",
+      "2    0.820462\n",
+      "3    0.736276\n",
+      "4    0.652091\n",
+      "5    1.830687\n",
+      "6    1.578131\n",
+      "7    1.367667\n",
+      "8    1.157204\n",
+      "9    2.335800\n",
+      "Name: Critic_Score_Norm, dtype: float64\n",
+      "          Rank                                Name         Genre ESRB_Rating  \\\n",
+      "23952  23953.0          Basha Card Game Collection          Misc         NaN   \n",
+      "41756  41757.0                     Project Phoenix          Misc         NaN   \n",
+      "29167  29168.0  Dragon Scroll: Yomigaerishi Maryuu  Role-Playing         NaN   \n",
+      "10152  10153.0                    Super Sanctum TD      Strategy         NaN   \n",
+      "27228  27229.0                       Crazy Pinball          Misc           E   \n",
+      "\n",
+      "      Platform          Publisher             Developer  Critic_Score  \\\n",
+      "23952      PSN            Unknown               Quirkat      6.671642   \n",
+      "41756      PSV            Unknown               Unknown      7.734043   \n",
+      "29167      NES             Konami                Konami      8.147059   \n",
+      "10152       PC            Unknown  Coffee Stain Studios      5.223529   \n",
+      "27228     DSiW  DTP Entertainment  dtp entertainment AG      5.000000   \n",
+      "\n",
+      "       User_Score  Total_Shipped  NA_Sales  PAL_Sales    Year  \\\n",
+      "23952    9.747917           0.03     0.000        0.0  2011.0   \n",
+      "41756    9.000278           0.03     0.000        0.0  2020.0   \n",
+      "29167    7.332155           0.03     0.000        0.0  1987.0   \n",
+      "10152    7.558887           0.15     0.125        0.0  2007.0   \n",
+      "27228    8.129441           0.03     0.000        0.0  2010.0   \n",
+      "\n",
+      "      bin_Critic_Score  bin_value  Critic_Score_Norm  \n",
+      "23952              NaN        5.5          -0.466193  \n",
+      "41756              NaN        8.5           0.428194  \n",
+      "29167              NaN        8.5           0.775893  \n",
+      "10152              NaN        5.5          -1.685293  \n",
+      "27228              NaN        5.5          -1.873472  \n",
+      "          |  Entry 1 | Entry 2 | Entry 3 | Entry 4 | Entry 5 |\n",
+      "Entry  1  |  0.00000 | 9.61705 | 24.3835 | 4.94015 | 2.89729 |\n",
+      "\n",
+      "Entry  2  |  9.61705 | 0.00000 | 33.0465 | 13.8158 | 11.0694 |\n",
+      "\n",
+      "Entry  3  |  24.3835 | 33.0465 | 0.00000 | 20.5836 | 23.5703 |\n",
+      "\n",
+      "Entry  4  |  4.94015 | 13.8158 | 20.5836 | 0.00000 | 3.07261 |\n",
+      "\n",
+      "Entry  5  |  2.89729 | 11.0694 | 23.5703 | 3.07261 | 0.00000 |\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Load merged gammas\n",
+    "\n",
+    "# Required to use binning for cleaning\n",
+    "gammas = pd.read_csv(\"../datasets/videogames/games_merged.csv\")\n",
+    "labels = [\"smol\", \"epik\", \"larg\"]\n",
+    "gammas = digger.slam_dunk(gammas, \"Critic_Score\", labels=labels)\n",
+    "\n",
+    "# Also need to transform using Z-score (normal distr go brrrr lmao), or min-max\n",
+    "# ah, scheiße\n",
+    "gammas['Critic_Score_Norm'] = scout.scaling_zscore(gammas, 'Critic_Score')\n",
+    "print(gammas['Critic_Score_Norm'].head(10))\n",
+    "\n",
+    "# Saving all into a file\n",
+    "gammas.to_csv(\"../datasets/videogames/games_cleanish.csv\", index=False)\n",
+    "\n",
+    "# Need similarity and dissimialrity, scipy time\n",
+    "# Selecting 5 random rows\n",
+    "chosen_idx = np.random.choice(len(gammas), replace = False, size = 5)\n",
+    "sample_rows = gammas.iloc[chosen_idx]\n",
+    "print(sample_rows.head())\n",
+    "\n",
+    "scout.dissimilarity(sample_rows)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Plotting\n",
+    "Engineer.py steps up to the job"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Importing and setting up environment"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "\n",
+    "import matplotlib.pyplot as plt\n",
+    "import seaborn as sns\n",
+    "import pandas as pd\n",
+    "from numpy import count_nonzero\n",
+    "\n",
+    "games_pre = games_sales_split_pre\n",
+    "games_dur = games_sales_split_dur\n",
+    "games_pos = games_sales_split_pos\n",
+    "\n",
+    "crime_US = crime_US_intersect\n",
+    "crime_CA = crime_CA_intersect\n",
+    "\n",
+    "custom_params = {\"axes.spines.right\": False, \"axes.spines.top\": False}\n",
+    "\n",
+    "sns.set_theme(style = 'ticks', rc = custom_params)"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Game Sales pre 2000s"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### General Plot"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "C:\\Users\\hellom\\AppData\\Local\\Temp\\ipykernel_16036\\2832375763.py:2: UserWarning: Ignoring `palette` because no `hue` variable has been assigned.\n",
+      "  games_fig_pre = sns.histplot(data = games_pre, x = \"Year\", palette = sns.color_palette(\"flare\"), kde = True)\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "\n",
+    "plt.xticks(rotation = 90)\n",
+    "games_fig_pre = sns.histplot(data = games_pre, x = \"Year\", palette = sns.color_palette(\"flare\"), kde = True)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### According to Genre"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "\n",
+    "plt.xticks(rotation = 90)\n",
+    "games_fig2_pre = sns.histplot(data = games_pre, x = \"Year\", hue = \"Genre\", multiple = \"stack\", kde = True)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Game Sales during 2000s"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### General Plot"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "\n",
+    "plt.xticks(rotation = 90)\n",
+    "games_fig_dur = sns.histplot(data = games_dur, x = \"Year\", kde = True)\n",
+    "plt.show()\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### According to Genre"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "\n",
+    "plt.xticks(rotation = 90)\n",
+    "games_fig2_dur = sns.histplot(data = games_dur, x = \"Year\", hue = \"Genre\", multiple = \"stack\", kde = True)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Crime in Canada and US"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "\n",
+    "plt.xticks(rotation = 90)\n",
+    "crime_CA_fig = sns.histplot(data = crime_CA, x = \"year\")\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "\n",
+    "plt.xticks(rotation = 90)\n",
+    "crime_US_fig = sns.histplot(data = crime_US, x = \"report_year\")\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Integrating violence crimes column into Game sales  \n",
+    "- Note: multiplying sales by 1000 because they're reduced by default\n",
+    "- to plot later"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "C:\\Users\\hellom\\AppData\\Local\\Temp\\ipykernel_16036\\2268265722.py:1: SettingWithCopyWarning: \n",
+      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+      "Try using .loc[row_indexer,col_indexer] = value instead\n",
+      "\n",
+      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+      "  games_dur['Violent_US'] = crime_US['violent_crimes']\n",
+      "C:\\Users\\hellom\\AppData\\Local\\Temp\\ipykernel_16036\\2268265722.py:2: SettingWithCopyWarning: \n",
+      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+      "Try using .loc[row_indexer,col_indexer] = value instead\n",
+      "\n",
+      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+      "  games_dur['NA_Sales'] = games_dur['NA_Sales'].multiply(1000)\n"
+     ]
+    }
+   ],
+   "source": [
+    "games_dur['Violent_US'] = crime_US['violent_crimes']\n",
+    "games_dur['NA_Sales'] = games_dur['NA_Sales'].multiply(1000)"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Plotting Sales against Crime with Relplot"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 44,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 500x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.xticks(rotation = 90)\n",
+    "games_violence_US = sns.relplot(data = games_dur, x = 'NA_Sales', y = 'Violent_US')\n",
+    "plt.close(1)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Joined Plot and Histograms"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 43,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 600x600 with 3 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.xticks(rotation = 90)\n",
+    "games_crime_dur = sns.jointplot(data = games_dur, x = \"Year\", y = 'Violent_US')\n",
+    "plt.close(1)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.0"
+  },
+  "orig_nbformat": 4,
+  "vscode": {
+   "interpreter": {
+    "hash": "c261aea317cc0286b3b3261fbba9abdec21eaa57589985bb7a274bf54d6cc0a7"
+   }
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/py_scripts/digger.py b/dwarves/digger.py
similarity index 84%
rename from py_scripts/digger.py
rename to dwarves/digger.py
index 17b46fe..5660c42 100644
--- a/py_scripts/digger.py
+++ b/dwarves/digger.py
@@ -40,13 +40,18 @@ def slam_dunk(dataset, column, labels):
 
     x_data = np.arange(0, len(dataset))
     y_data = dataset[column]
-    x_bins, bin_edges, misc = binned_statistic(y_data, x_data, statistic='median', bins=len(labels))
+    x_bins, bin_edges, misc = binned_statistic(
+        y_data, x_data, statistic="median", bins=len(labels)
+    )
     bin_intervals = pd.IntervalIndex.from_arrays(bin_edges[:-1], bin_edges[1:])
-    dataset['bin_value'] = dataset[column].apply(lambda x: set_to_median(x, bin_intervals))
+    dataset["bin_value"] = dataset[column].apply(
+        lambda x: set_to_median(x, bin_intervals)
+    )
 
     return dataset
 
+
 def set_to_median(x, bin_intervals):
     for interval in bin_intervals:
         if x in interval:
-            return interval.mid
\ No newline at end of file
+            return interval.mid
diff --git a/dwarves/engineer.py b/dwarves/engineer.py
new file mode 100644
index 0000000..3fd3f65
--- /dev/null
+++ b/dwarves/engineer.py
@@ -0,0 +1,62 @@
+# Visualisations for Data
+import matplotlib.pyplot as plt
+import seaborn as sns
+import pandas as pd
+import mining_hq
+from numpy import count_nonzero
+
+games_pre = mining_hq.games_sales_split_pre
+games_dur = mining_hq.games_sales_split_dur
+games_pos = mining_hq.games_sales_split_pos
+
+crime_US = mining_hq.crime_US_intersect
+crime_CA = mining_hq.crime_CA_intersect
+
+custom_params = {"axes.spines.right": False, "axes.spines.top": False}
+
+sns.set_theme(style = 'ticks', rc = custom_params)
+
+plt.xticks(rotation = 90)
+games_fig_pre = sns.histplot(data = games_pre, x = "Year", palette = sns.color_palette("flare"), kde = True)
+plt.show()
+
+plt.xticks(rotation = 90)
+games_fig2_pre = sns.histplot(data = games_pre, x = "Year", hue = "Genre", multiple = "stack", kde = True)
+plt.show()
+
+plt.xticks(rotation = 90)
+games_fig_dur = sns.histplot(data = games_dur, x = "Year", kde = True)
+plt.show()
+
+plt.xticks(rotation = 90)
+games_fig2_dur = sns.histplot(data = games_dur, x = "Year", hue = "Genre", multiple = "stack", kde = True)
+plt.show()
+
+plt.xticks(rotation = 90)
+games_fig3_dur = sns.jointplot(data = games_dur, x = "Year")
+plt.show()
+
+plt.xticks(rotation = 90)
+games_fig_pos = sns.histplot(data = games_pos, x = "Year")
+plt.show()
+
+plt.xticks(rotation = 90)
+crime_CA_fig = sns.barplot(data = crime_CA, x = "year", y = 'incident_sum')
+plt.show()
+
+plt.xticks(rotation = 90)
+crime_US_fig = sns.barplot(data = crime_US, x = "report_year", y = "sum_violence")
+plt.show()
+
+games_dur['Violent_US'] = crime_US['violent_crimes']
+games_dur['NA_Sales'] = games_dur['NA_Sales'].multiply(1000)
+
+plt.xticks(rotation = 90)
+games_violence_US = sns.relplot(data = games_dur, x = 'NA_Sales', y = 'Violent_US')
+plt.close(1)
+plt.show()
+
+plt.xticks(rotation = 90)
+games_crime_dur = sns.jointplot(data = games_dur, x = "Year", y = 'Violent_US')
+plt.close(1)
+plt.show()
diff --git a/py_scripts/gunner.py b/dwarves/gunner.py
similarity index 100%
rename from py_scripts/gunner.py
rename to dwarves/gunner.py
diff --git a/py_scripts/mining_hq.py b/dwarves/mining_hq.py
similarity index 96%
rename from py_scripts/mining_hq.py
rename to dwarves/mining_hq.py
index 1b552ce..59e3483 100644
--- a/py_scripts/mining_hq.py
+++ b/dwarves/mining_hq.py
@@ -2,10 +2,9 @@
 # Collects stuff from the rest of the scripts
 import pandas as pd
 import numpy as np
-import seaborn as sns
 # containment breach
 import scipy as scp
-import digger, gunner, scout
+import gunner, digger, gunner, scout
 
 # Instantiating globals to be used in other files
 global games_merged_dat
@@ -32,8 +31,8 @@ crime_CA = pd.read_excel("datasets/crime/clean_crime_canada_dataset.xlsx")
 
 crime_US = pd.read_csv("datasets/crime/report.csv")
 
-print(crime_US.isnull())
-print(crime_CA.isnull())
+print(crime_US.isnull().count())
+print(crime_CA.isnull().count())
 
 year_interval = gunner.year_interval(crime_US, crime_CA, "report_year", "year")
 
@@ -117,3 +116,4 @@ sample_rows = gammas.iloc[chosen_idx]
 print(sample_rows.head())
 
 scout.dissimilarity(sample_rows)
+scout.similarity(sample_rows)
diff --git a/py_scripts/scout.py b/dwarves/scout.py
similarity index 81%
rename from py_scripts/scout.py
rename to dwarves/scout.py
index 0d396e9..d84eba7 100644
--- a/py_scripts/scout.py
+++ b/dwarves/scout.py
@@ -52,7 +52,7 @@ def dissimilarity(row_arr):
     row_arr = row_arr.select_dtypes(include = np.number)
     row_arr = row_arr.drop('Rank', axis = 1)
     
-    print("          |  Entry 1 | Entry 2 | Entry 3 | Entry 4 | Entry 5 |")
+    print("  Dissim  |  Entry 1 | Entry 2 | Entry 3 | Entry 4 | Entry 5 |")
     for i in range(len(row_arr)):
         print("Entry " , i + 1, " | ", end = "")
         for j in range(len(row_arr)):
@@ -60,6 +60,18 @@ def dissimilarity(row_arr):
             print(" {:#.6g} |".format(eucDist), end = "")
         print("\n")
 
+def similarity(row_arr):
+    row_arr = row_arr.select_dtypes(include = np.number)
+    row_arr = row_arr.drop('Rank', axis = 1)
+
+    print("Similarity|  Entry 1 | Entry 2 | Entry 3 | Entry 4 | Entry 5 |")
+    for i in range(len(row_arr)):
+        print("Entry ", i + 1, " | ", end = "")
+        for j in range(len(row_arr)):
+            sim = 1 - distance.cosine(row_arr.iloc[i], row_arr.iloc[j])
+            print(" {:#.6g} |".format(sim), end = "")
+        print("\n")
+
 def scaling_range(datashitter, col):
     nonnull = datashitter[col].isna()
     minmax_scaler = preprocessing.MinMaxScaler()
diff --git a/py_scripts/engineer.py b/py_scripts/engineer.py
deleted file mode 100644
index c9fca5b..0000000
--- a/py_scripts/engineer.py
+++ /dev/null
@@ -1,38 +0,0 @@
-# Visualisations for Data
-import matplotlib.pyplot as plt
-import seaborn as sns
-import mining_hq
-from numpy import count_nonzero
-
-games_pre = mining_hq.games_sales_split_pre
-games_dur = mining_hq.games_sales_split_dur
-games_pos = mining_hq.games_sales_split_pos
-
-crime_US = mining_hq.crime_US_intersect
-crime_CA = mining_hq.crime_CA_intersect
-
-custom_params = {"axes.spines.right": False, "axes.spines.top": False}
-
-sns.set_theme(style = 'ticks', rc = custom_params)
-
-plt.xticks(rotation = 90)
-games_fig_pre = sns.histplot(data = games_pre, x = "Year", palette = sns.color_palette("flare"), kde = True)
-plt.show()
-
-plt.xticks(rotation = 90)
-games_fig2_pre = sns.histplot(data = games_pre, x = "Year", hue = "Genre", multiple = "stack", shrink = 0.65)
-plt.show()
-
-plt.xticks(rotation = 90)
-games_fig_dur = sns.barplot(data = games_dur, x = "Year", y = "NA_Sales")
-plt.xlabel("Years")
-plt.ylabel("Sales in North America (Canada, USA)")
-plt.show()
-
-plt.xticks(rotation = 90)
-games_fig_pos = sns.barplot(data = games_pos, x = "Year", y = "NA_Sales")
-plt.show()
-
-plt.xticks(rotation = 90)
-crime_CA_fig = sns.barplot(data = crime_CA, x = "year", y = "incidents", estimator=count_nonzero)
-plt.show()