city_name,jan_temp,july_temp,humidity,rainfall,mortality_index,education,pop_density,non_white_ratio,white_color_ratio,population,person_houshold,household_income,HCPot,NOxPot,S02Pot,southern
"Akron, OH",27,71,59,36,921.87,11.4,3243,8.8,42.6,660328,3.34,29560,21,15,59,NO
"Albany-Schenectady-Troy, NY",23,72,57,35,997.87,11,4281,3.5,50.7,835880,3.14,31458,8,10,39,NO
"Allentown, Bethlehem, PA-NJ",29,74,54,44,962.35,9.8,4260,0.8,39.4,635481,3.21,31856,6,6,33,NO
"Atlanta, GA",45,79,56,47,982.29,11.1,3125,27.1,50.2,2138231,3.41,32452,18,8,24,YES
"Baltimore, MD",35,77,55,43,1071.29,9.6,6441,24.4,43.7,2199531,3.44,32368,43,38,206,YES
"Birmingham, AL",45,80,54,53,1030.38,10.2,3325,38.5,43.1,883946,3.45,27835,30,32,72,YES
"Boston, MA",30,74,56,43,934.7,12.1,4679,3.5,49.2,2805911,3.23,36644,21,32,62,NO
"Bridgeport-Milford, CT",30,73,56,45,899.53,10.6,2140,5.3,40.4,438557,3.29,47258,6,4,4,NO
"Buffalo, NY",24,70,61,36,1001.9,10.5,6582,8.1,42.5,1015472,3.31,31248,18,12,37,NO
"Canton, OH",27,72,59,36,912.35,10.7,4213,6.7,41,404421,3.36,29089,12,7,20,NO
"Chattanooga, TN-GA",42,79,56,52,1017.61,9.6,2302,22.2,41.3,426540,3.39,25782,18,8,27,YES
"Chicago, IL",26,76,58,33,1024.89,10.9,6122,16.3,44.9,606387,3.2,36593,88,63,278,NO
"Cincinnati, OH-KY-IN",34,77,57,40,970.47,10.2,4101,13,45.7,1401491,3.21,31427,26,26,146,NO
"Cleveland, OH",28,71,60,35,985.95,11.1,3042,14.7,44.6,1898825,3.29,35720,31,21,64,NO
"Columbus, OH",31,75,58,37,958.84,11.9,4259,13.1,49.6,124833,3.26,29761,23,9,15,NO
"Dallas, TX",46,85,54,35,860.1,11.8,1441,14.8,51.2,1957378,3.22,38769,1,1,1,YES
"Dayton-Springfield, OH",30,75,58,36,936.23,11.4,4029,12.4,44,942083,3.35,30232,6,4,16,NO
"Denver, CO",30,73,38,15,871.77,12.2,4824,4.7,53.1,1428836,3.15,39099,17,8,28,NO
"Detroit, MI",27,74,59,31,959.22,10.8,4834,15.8,43.5,4488072,3.44,33858,52,35,124,NO
"Flint, MI",24,72,61,30,941.18,10.8,3694,13.1,33.8,450449,3.53,32000,11,4,11,NO
"Grand Rapids, MI",24,72,61,31,871.34,10.9,3226,5.1,45.2,601680,3.37,29915,5,3,10,NO
"Greensboro-Winston-Salem-High Point, NC",40,77,53,42,971.12,10.4,2269,22.7,41.4,851851,3.45,29450,8,3,5,YES
"Hartford, CT",27,72,56,43,887.47,11.5,2909,7.2,51.6,715923,3.25,37565,7,3,10,NO
"Houston, TX",55,84,59,46,952.53,11.4,2647,21,46.9,2735766,3.35,39558,6,5,1,YES
"Indianapolis, IN",29,75,60,39,968.67,11.4,4412,15.6,46.6,1166575,3.23,31461,13,7,33,NO
"Kansas City, MO",31,81,55,35,919.73,12,3262,12.6,48.6,914427,3.1,30783,7,4,4,NO
"Lancaster, PA",32,74,54,43,844.05,9.5,3214,2.9,43.7,362346,3.38,30248,11,7,32,NO
"Los Angeles, Long Beach, CA",53,68,47,11,861.26,12.1,4700,7.8,48.9,7477503,2.66,36624,648,319,130,NO
"Louisville, KY-IN",35,71,57,30,989.26,9.9,4474,13.1,42.6,956756,3.37,29621,38,37,193,YES
"Memphis, TN-AR-MS",42,82,59,50,1006.49,10.4,3497,36.7,43.3,913472,3.49,27910,15,18,34,YES
"Miami-Hialeah, FL",67,82,60,60,861.44,11.5,4657,13.5,47.3,1625781,2.65,32808,3,1,1,YES
"Milwaukee, WI",20,69,64,30,929.15,11.1,2934,5.8,44,1397143,3.26,35272,33,23,125,NO
"Minneapolis-St. Paul, MN-WI",12,73,58,25,857.62,12.1,2095,2,51.9,2137133,3.28,35871,20,11,26,NO
"Nashville, TN",40,80,56,45,961.01,10.1,2682,21,46.1,850505,3.32,28641,17,14,78,YES
"New Haven-Meriden, CT",30,72,58,46,923.23,11.3,3327,8.8,45.3,500474,3.16,34364,4,3,8,NO
"New Orleans, LA",54,81,62,54,1113.16,9.7,3172,31.4,45.5,1256256,3.36,32704,20,17,1,YES
"New York, NY",33,77,58,42,994.65,10.7,7462,11.3,48.7,8274961,3.03,36047,41,26,108,NO
"Philadelphia, PA-NJ",32,76,54,42,1015.02,10.5,6092,17.5,45.3,4716818,3.32,33449,29,32,161,NO
"Pittsburgh, PA",29,72,56,36,991.29,10.6,3437,8.1,45.5,2218870,3.32,32934,45,59,263,NO
"Portland, OR",38,67,73,37,893.99,12,3387,3.6,50.3,1105699,2.66,33020,56,21,44,NO
"Providence, RI",29,72,56,42,938.5,10.1,3508,2.2,38.8,618514,3.16,30094,6,4,18,NO
"Reading, PA",33,77,54,41,946.19,9.6,4843,2.7,38.6,312509,3.08,32449,11,11,89,NO
"Richmond-Petersburg, VA",39,78,53,44,1025.5,11,3768,28.6,49.5,761311,3.32,33510,12,9,48,YES
"Rochester, NY",25,72,60,32,874.28,11.1,4355,5,46.4,971230,3.21,34896,7,4,18,NO
"St. Louis, MO-IL",32,79,57,34,953.56,9.7,5160,17.2,45.1,1808621,3.23,34546,31,15,68,NO
"San Diego, CA",55,70,61,10,839.71,12.1,3033,5.9,51,1861846,3.11,32586,144,66,20,NO
"San Francisco, CA",48,63,71,18,911.7,12.2,4253,13.7,51.2,1488871,2.92,47966,311,171,86,NO
"San Jose, CA",49,68,71,13,790.73,12.2,2702,3,51.9,1295071,3.36,41994,105,32,3,NO
"Seattle, WA",40,64,72,35,899.26,12.2,3626,5.7,54.3,1607469,3.02,37069,20,7,20,NO
"Springfield, MA",28,74,56,45,904.16,11.1,1883,3.4,41.9,515259,3.21,29327,5,1,20,NO
"Syracuse, NY",24,72,61,38,950.67,11.4,4923,3.8,50.5,642971,3.34,30114,8,5,25,NO
"Toledo, OH",26,73,59,31,972.46,10.7,3249,9.5,43.9,616864,3.22,30497,11,7,25,NO
"Utica-Rome, NY",23,71,60,40,912.2,10.3,1671,2.5,47.4,320180,3.28,27305,5,2,11,NO
"Washington, DC-MD-VA",37,78,52,42,967.8,12.3,5308,25.9,59.7,3250822,3.25,41888,65,28,102,NO
"Wichita, KS",32,81,54,28,823.76,12.1,3665,7.5,51.6,411313,3.27,34812,4,2,1,NO
"Wilmington, DE-NJ-MD",33,76,56,65,1003.5,11.3,3152,12.1,47.3,523221,3.39,33927,14,11,42,NO
"Worcester, MA",24,70,56,65,895.7,11.1,3678,1,44.8,402918,3.25,29374,7,3,8,NO
"York, PA",33,76,54,62,911.82,9,9699,4.8,62.2,381255,3.22,28985,8,8,49,NO
"Youngstown-Warren, OH",28,72,58,38,954.44,10.7,3451,11.7,37.5,531350,3.48,28960,14,13,39,NO