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In the report you prepare for the sales team, the response variable (y) should be the listing price and the predictor variable (x) should be
In the report you prepare for the sales team, the response variable (y) should be the listing price and the predictor variable (x) should be the square feet.
Specifically you must address the following rubric criteria, using the Module Two Assignment Template:
- Generate a Representative Sample of the Data
- Select a region and generate a simple random sample of 30 from the data.
- Report the mean, median, and standard deviation of the listing price and the square foot variables.
- Analyze Your Sample
- Discuss how the regional sample created is or is not reflective of the national market.
- Compare and contrast your sample with the population using the National Statistics and Graphs document.
- Explain how you have made sure that the sample is random.
- Explain your methods to get a truly random sample.
- Discuss how the regional sample created is or is not reflective of the national market.
- Generate Scatterplot
- Create a scatterplot of the x and y variables noted above and include a trend line and the regression equation
- Observe patterns
- Answer the following questions based on the scatterplot:
- Define x and y. Which variable is useful for making predictions?
- Is there an association between x and y? Describe the association you see in the scatter plot.
- What do you see as the shape (linear or nonlinear)?
- If you had a 1,800 square foot house, based on the regression equation in the graph, what price would you choose to list at?
- Do you see any potential outliers in the scatterplot?
- Why do you think the outliers appeared in the scatterplot you generated?
- What do they represent?
- Answer the following questions based on the scatterplot:
Real Estate County Data for 2019 | |||||
2019 Data (n=1000) | |||||
Region | State | County | listing price | $'s per square foot | square feet |
East North Central | in | grant | 219,500 | $116 | 1,898 |
East North Central | il | vermilion | 254,500 | $156 | 1,632 |
East North Central | in | henry | 235,000 | $148 | 1,588 |
East North Central | in | wayne | 203,800 | $141 | 1,441 |
East North Central | il | coles | 220,800 | $117 | 1,893 |
East North Central | il | macoupin | 197,600 | $111 | 1,783 |
East North Central | in | vigo | 165,800 | $122 | 1,362 |
East North Central | oh | jefferson | 246,500 | $136 | 1,814 |
East North Central | il | jackson | 154,300 | $105 | 1,463 |
East North Central | oh | marion | 149,700 | $116 | 1,296 |
East North Central | mi | bay | 145,100 | $117 | 1,239 |
East North Central | il | whiteside | 283,700 | $136 | 2,087 |
East North Central | oh | trumbull | 243,000 | $133 | 1,827 |
East North Central | in | madison | 229,100 | $187 | 1,224 |
East North Central | il | knox | 205,100 | $118 | 1,740 |
East North Central | il | stephenson | 235,600 | $140 | 1,682 |
East North Central | il | macon | 212,900 | $128 | 1,659 |
East North Central | in | delaware | 221,600 | $134 | 1,651 |
East North Central | il | henry | 257,700 | $123 | 2,087 |
East North Central | oh | seneca | 211,900 | $168 | 1,263 |
East North Central | oh | darke | 160,800 | $114 | 1,416 |
East North Central | oh | scioto | 204,200 | $131 | 1,562 |
East North Central | oh | belmont | 172,500 | $101 | 1,710 |
East North Central | oh | sandusky | 253,900 | $146 | 1,738 |
East North Central | il | rock island | 166,300 | $127 | 1,305 |
East North Central | oh | clark | 240,500 | $137 | 1,752 |
East North Central | oh | columbiana | 241,400 | $164 | 1,469 |
East North Central | in | howard | 304,300 | $152 | 1,996 |
East North Central | oh | richland | 248,900 | $132 | 1,880 |
East North Central | il | peoria | 187,900 | $131 | 1,434 |
East North Central | il | la salle | 311,100 | $154 | 2,015 |
East North Central | il | madison | 254,500 | $156 | 1,628 |
East North Central | mi | wayne | 213,800 | $172 | 1,243 |
East North Central | in | vanderburgh | 214,100 | $134 | 1,596 |
East North Central | oh | mahoning | 207,500 | $123 | 1,688 |
East North Central | il | williamson | 171,600 | $141 | 1,218 |
East North Central | il | winnebago | 236,700 | $140 | 1,692 |
East North Central | il | adams | 266,100 | $166 | 1,599 |
East North Central | mi | saginaw | 171,800 | $118 | 1,452 |
East North Central | oh | montgomery | 225,300 | $151 | 1,493 |
East North Central | oh | allen | 227,600 | $147 | 1,550 |
East North Central | oh | lucas | 228,300 | $115 | 1,978 |
East North Central | oh | ashtabula | 177,000 | $107 | 1,658 |
East North Central | oh | lawrence | 248,300 | $156 | 1,587 |
East North Central | oh | huron | 199,700 | $147 | 1,359 |
East North Central | il | tazewell | 278,700 | $165 | 1,693 |
East North Central | oh | summit | 185,800 | $101 | 1,847 |
East North Central | il | sangamon | 213,500 | $130 | 1,643 |
East North Central | oh | ashland | 188,000 | $151 | 1,246 |
East North Central | oh | tuscarawas | 270,700 | $149 | 1,815 |
East North Central | oh | ross | 257,200 | $127 | 2,018 |
East North Central | mi | shiawassee | 192,400 | $129 | 1,494 |
East North Central | mi | calhoun | 266,200 | $130 | 2,042 |
East North Central | il | kankakee | 148,700 | $115 | 1,293 |
East North Central | in | lawrence | 270,600 | $137 | 1,978 |
East North Central | wi | manitowoc | 181,400 | $140 | 1,294 |
East North Central | il | st. clair | 201,400 | $164 | 1,225 |
East North Central | mi | ingham | 222,500 | $125 | 1,777 |
East North Central | il | mclean | 203,800 | $134 | 1,526 |
East North Central | mi | jackson | 139,200 | $116 | 1,201 |
East North Central | mi | isabella | 163,000 | $125 | 1,307 |
East North Central | wi | wood | 266,500 | $144 | 1,853 |
East North Central | mi | montcalm | 218,300 | $105 | 2,081 |
East North Central | wi | grant | 243,200 | $121 | 2,014 |
East North Central | oh | cuyahoga | 265,100 | $136 | 1,947 |
East North Central | oh | stark | 201,000 | $163 | 1,230 |
East North Central | oh | athens | 246,400 | $158 | 1,560 |
East North Central | wi | milwaukee | 184,900 | $111 | 1,666 |
East North Central | mi | lenawee | 191,500 | $118 | 1,628 |
East North Central | wi | fond du lac | 135,300 | $103 | 1,312 |
East North Central | in | st. joseph | 193,000 | $111 | 1,736 |
East North Central | mi | ionia | 193,600 | $137 | 1,416 |
East North Central | mi | genesee | 194,800 | $166 | 1,173 |
East North Central | oh | muskingum | 188,300 | $94 | 1,999 |
East North Central | il | ogle | 236,600 | $208 | 1,138 |
East North Central | oh | washington | 324,400 | $156 | 2,081 |
East North Central | oh | wayne | 256,700 | $129 | 1,986 |
East North Central | mi | muskegon | 230,400 | $131 | 1,757 |
East North Central | oh | pickaway | 265,700 | $143 | 1,853 |
East North Central | mi | st. joseph | 188,500 | $135 | 1,397 |
East North Central | il | champaign | 246,700 | $121 | 2,031 |
East North Central | oh | knox | 192,200 | $127 | 1,510 |
East North Central | oh | lorain | 226,200 | $126 | 1,789 |
East North Central | wi | calumet | 226,400 | $111 | 2,033 |
East North Central | mi | midland | 174,500 | $151 | 1,157 |
East North Central | mi | marquette | 172,500 | $120 | 1,433 |
East North Central | in | elkhart | 202,300 | $182 | 1,113 |
East North Central | mi | monroe | 228,600 | $136 | 1,679 |
East North Central | oh | lake | 225,900 | $135 | 1,676 |
East North Central | mi | eaton | 189,900 | $96 | 1,976 |
East North Central | wi | douglas | 461,400 | $129 | 3,581 |
East North Central | wi | marathon | 431,200 | $119 | 3,638 |
East North Central | il | dekalb | 347,500 | $97 | 3,574 |
East North Central | in | marion | 323,300 | $95 | 3,408 |
East North Central | in | allen | 398,000 | $113 | 3,525 |
East North Central | oh | hancock | 380,300 | $94 | 4,028 |
East North Central | in | lake | 470,600 | $109 | 4,316 |
East North Central | wi | portage | 531,000 | $109 | 4,888 |
East North Central | wi | rock | 513,100 | $104 | 4,950 |
East North Central | oh | greene | 581,800 | $113 | 5,146 |
West South Central | ar | baxter | 286,900 | $132 | 2,176 |
West South Central | ar | benton | 232,900 | $138 | 1,690 |
West South Central | ar | craighead | 251,100 | $110 | 2,285 |
West South Central | ar | crawford | 172,900 | $100 | 1,734 |
West South Central | ar | crittenden | 298,800 | $155 | 1,928 |
West South Central | ar | faulkner | 280,500 | $129 | 2,168 |
West South Central | ar | garland | 274,800 | $134 | 2,056 |
West South Central | ar | jefferson | 314,600 | $144 | 2,179 |
West South Central | ar | lonoke | 289,000 | $132 | 2,190 |
West South Central | ar | pope | 273,200 | $114 | 2,389 |
West South Central | ar | pulaski | 211,300 | $121 | 1,745 |
West South Central | ar | saline | 273,500 | $114 | 2,396 |
West South Central | ar | sebastian | 208,600 | $111 | 1,879 |
West South Central | ar | washington | 215,600 | $126 | 1,712 |
West South Central | ar | white | 254,800 | $145 | 1,763 |
West South Central | la | acadia | 226,300 | $135 | 1,681 |
West South Central | la | ascension | 303,200 | $149 | 2,030 |
West South Central | la | bossier | 305,500 | $140 | 2,177 |
West South Central | la | caddo | 278,500 | $158 | 1,768 |
West South Central | la | calcasieu | 214,300 | $115 | 1,871 |
West South Central | la | east baton rouge | 254,100 | $135 | 1,881 |
West South Central | la | iberia | 188,700 | $125 | 1,511 |
West South Central | la | jefferson | 306,100 | $131 | 2,344 |
West South Central | la | lafayette | 221,000 | $108 | 2,040 |
West South Central | la | lafourche | 297,000 | $128 | 2,320 |
West South Central | la | livingston | 297,300 | $139 | 2,135 |
West South Central | la | orleans | 258,600 | $152 | 1,698 |
West South Central | la | ouachita | 304,300 | $158 | 1,921 |
West South Central | la | rapides | 347,800 | $151 | 2,297 |
West South Central | la | st. charles | 171,400 | $99 | 1,724 |
West South Central | la | st. landry | 254,700 | $118 | 2,150 |
West South Central | la | st. martin | 252,600 | $137 | 1,845 |
West South Central | la | st. mary | 260,400 | $141 | 1,842 |
West South Central | la | st. tammany | 280,300 | $150 | 1,869 |
West South Central | la | tangipahoa | 242,300 | $110 | 2,202 |
West South Central | la | terrebonne | 254,700 | $156 | 1,637 |
West South Central | la | vermilion | 270,600 | $164 | 1,650 |
West South Central | la | vernon | 255,900 | $113 | 2,256 |
West South Central | ok | canadian | 218,000 | $95 | 2,290 |
West South Central | ok | carter | 263,000 | $142 | 1,856 |
West South Central | ok | cherokee | 302,100 | $167 | 1,809 |
West South Central | ok | cleveland | 263,800 | $117 | 2,262 |
West South Central | ok | comanche | 252,100 | $140 | 1,806 |
West South Central | ok | creek | 362,200 | $157 | 2,305 |
West South Central | ok | garfield | 220,300 | $132 | 1,670 |
West South Central | ok | grady | 229,500 | $158 | 1,455 |
West South Central | ok | le flore | 292,200 | $128 | 2,291 |
West South Central | ok | muskogee | 206,400 | $125 | 1,646 |
West South Central | ok | oklahoma | 219,000 | $121 | 1,804 |
West South Central | ok | osage | 194,800 | $129 | 1,515 |
West South Central | ok | payne | 272,200 | $124 | 2,204 |
West South Central | ok | pottawatomie | 204,800 | $136 | 1,510 |
West South Central | ok | rogers | 183,700 | $104 | 1,769 |
West South Central | ok | tulsa | 295,000 | $130 | 2,267 |
West South Central | ok | wagoner | 209,100 | $134 | 1,560 |
West South Central | ok | washington | 167,100 | $110 | 1,526 |
West South Central | tx | angelina | 270,200 | $172 | 1,568 |
West South Central | tx | bastrop | 179,600 | $103 | 1,736 |
West South Central | tx | bell | 323,100 | $143 | 2,262 |
West South Central | tx | bexar | 260,800 | $111 | 2,359 |
West South Central | tx | bowie | 223,600 | $153 | 1,463 |
West South Central | tx | brazoria | 246,300 | $130 | 1,900 |
West South Central | tx | brazos | 242,500 | $132 | 1,835 |
West South Central | tx | cameron | 269,200 | $151 | 1,781 |
West South Central | tx | collin | 374,700 | $161 | 2,325 |
West South Central | tx | comal | 249,200 | $165 | 1,510 |
West South Central | tx | coryell | 184,100 | $126 | 1,460 |
West South Central | tx | dallas | 279,600 | $144 | 1,940 |
West South Central | tx | denton | 254,500 | $124 | 2,052 |
West South Central | tx | ector | 151,300 | $102 | 1,477 |
West South Central | tx | el paso | 249,200 | $123 | 2,023 |
West South Central | tx | ellis | 163,400 | $112 | 1,459 |
West South Central | tx | fort bend | 222,800 | $114 | 1,958 |
West South Central | tx | galveston | 296,100 | $139 | 2,127 |
West South Central | tx | grayson | 248,700 | $135 | 1,837 |
West South Central | tx | gregg | 188,200 | $112 | 1,679 |
West South Central | tx | guadalupe | 263,800 | $146 | 1,804 |
West South Central | tx | hardin | 283,500 | $152 | 1,867 |
West South Central | tx | harris | 196,200 | $115 | 1,700 |
West South Central | tx | harrison | 255,300 | $107 | 2,396 |
West South Central | tx | hays | 230,000 | $154 | 1,490 |
West South Central | tx | henderson | 285,700 | $122 | 2,343 |
West South Central | tx | hidalgo | 224,600 | $121 | 1,853 |
West South Central | tx | hood | 207,200 | $91 | 2,278 |
West South Central | tx | hunt | 306,900 | $133 | 2,299 |
West South Central | tx | jefferson | 213,500 | $99 | 2,154 |
West South Central | tx | johnson | 234,900 | $115 | 2,040 |
West South Central | tx | kaufman | 264,300 | $134 | 1,977 |
West South Central | tx | kerr | 262,900 | $139 | 1,888 |
West South Central | tx | liberty | 206,400 | $113 | 1,822 |
West South Central | tx | lubbock | 476,700 | $133 | 3,583 |
West South Central | tx | mclennan | 407,300 | $104 | 3,920 |
West South Central | tx | midland | 515,000 | $141 | 3,648 |
West South Central | tx | montgomery | 480,300 | $116 | 4,142 |
West South Central | tx | nacogdoches | 630,800 | $124 | 5,107 |
West South Central | tx | nueces | 496,200 | $115 | 4,310 |
West South Central | tx | orange | 610,600 | $118 | 5,196 |
West South Central | tx | parker | 727,900 | $122 | 5,962 |
West South Central | tx | potter | 726,800 | $126 | 5,777 |
West South Central | tx | randall | 476,700 | $90 | 5,284 |
East South Central | al | autauga | 289,800 | $117 | 2,468 |
East South Central | al | baldwin | 197,100 | $120 | 1,646 |
East South Central | al | blount | 214,200 | $116 | 1,846 |
East South Central | al | calhoun | 257,100 | $148 | 1,738 |
East South Central | al | coffee | 297,200 | $129 | 2,295 |
East South Central | al | colbert | 219,900 | $111 | 1,987 |
East South Central | al | cullman | 239,500 | $121 | 1,978 |
East South Central | al | dale | 317,500 | $123 | 2,579 |
East South Central | al | elmore | 262,700 | $114 | 2,313 |
East South Central | al | etowah | 167,700 | $71 | 2,372 |
East South Central | al | houston | 263,700 | $103 | 2,549 |
East South Central | al | jackson | 284,900 | $118 | 2,417 |
East South Central | al | jefferson | 317,300 | $135 | 2,351 |
East South Central | al | lauderdale | 291,600 | $137 | 2,130 |
East South Central | al | lee | 291,100 | $162 | 1,792 |
East South Central | al | limestone | 248,800 | $144 | 1,733 |
East South Central | al | madison | 252,500 | $115 | 2,199 |
East South Central | al | marshall | 233,700 | $134 | 1,743 |
East South Central | al | mobile | 316,900 | $128 | 2,476 |
East South Central | al | montgomery | 298,500 | $136 | 2,200 |
East South Central | al | morgan | 285,500 | $134 | 2,133 |
East South Central | al | russell | 207,400 | $124 | 1,679 |
East South Central | al | shelby | 190,100 | $89 | 2,133 |
East South Central | al | st. clair | 235,200 | $102 | 2,306 |
East South Central | al | talladega | 203,500 | $113 | 1,800 |
East South Central | al | tuscaloosa | 259,000 | $137 | 1,895 |
East South Central | al | walker | 206,500 | $115 | 1,803 |
East South Central | ky | boone | 325,000 | $142 | 2,290 |
East South Central | ky | boyd | 213,600 | $102 | 2,104 |
East South Central | ky | bullitt | 319,300 | $126 | 2,527 |
East South Central | ky | campbell | 269,400 | $145 | 1,864 |
East South Central | ky | christian | 325,600 | $136 | 2,390 |
East South Central | ky | daviess | 239,800 | $113 | 2,118 |
East South Central | ky | fayette | 227,800 | $109 | 2,085 |
East South Central | ky | franklin | 272,400 | $112 | 2,432 |
East South Central | ky | hardin | 223,600 | $133 | 1,675 |
East South Central | ky | henderson | 311,400 | $127 | 2,460 |
East South Central | ky | hopkins | 208,000 | $104 | 2,007 |
East South Central | ky | jefferson | 265,900 | $117 | 2,279 |
East South Central | ky | jessamine | 174,900 | $98 | 1,777 |
East South Central | ky | kenton | 273,600 | $110 | 2,479 |
East South Central | ky | laurel | 256,800 | $105 | 2,450 |
East South Central | ky | madison | 265,400 | $135 | 1,960 |
East South Central | ky | mccracken | 229,300 | $126 | 1,824 |
East South Central | ky | oldham | 232,500 | $127 | 1,834 |
East South Central | ky | pulaski | 234,200 | $117 | 2,003 |
East South Central | ky | scott | 217,500 | $111 | 1,964 |
East South Central | ky | warren | 279,300 | $158 | 1,773 |
East South Central | ms | desoto | 288,300 | $118 | 2,438 |
East South Central | ms | forrest | 254,800 | $111 | 2,295 |
East South Central | ms | hancock | 336,800 | $143 | 2,357 |
East South Central | ms | harrison | 281,200 | $130 | 2,158 |
East South Central | ms | hinds | 268,600 | $106 | 2,532 |
East South Central | ms | jackson | 179,400 | $92 | 1,947 |
East South Central | ms | jones | 187,200 | $116 | 1,607 |
East South Central | ms | lafayette | 295,100 | $119 | 2,482 |
East South Central | ms | lamar | 251,400 | $142 | 1,770 |
East South Central | ms | lauderdale | 275,800 | $134 | 2,063 |
East South Central | ms | lee | 273,100 | $132 | 2,066 |
East South Central | ms | lowndes | 283,400 | $155 | 1,827 |
East South Central | ms | madison | 279,400 | $110 | 2,538 |
East South Central | ms | oktibbeha | 264,400 | $124 | 2,135 |
East South Central | ms | pearl river | 256,100 | $146 | 1,759 |
East South Central | ms | rankin | 240,500 | $119 | 2,019 |
East South Central | ms | warren | 191,100 | $105 | 1,826 |
East South Central | tn | anderson | 329,700 | $138 | 2,389 |
East South Central | tn | blount | 308,500 | $135 | 2,278 |
East South Central | tn | bradley | 181,300 | $92 | 1,973 |
East South Central | tn | carter | 293,000 | $126 | 2,328 |
East South Central | tn | coffee | 174,700 | $93 | 1,887 |
East South Central | tn | cumberland | 266,600 | $108 | 2,466 |
East South Central | tn | davidson | 326,400 | $126 | 2,585 |
East South Central | tn | dickson | 250,300 | $117 | 2,140 |
East South Central | tn | greene | 226,000 | $116 | 1,950 |
East South Central | tn | hamblen | 309,000 | $124 | 2,482 |
East South Central | tn | hamilton | 303,200 | $136 | 2,232 |
East South Central | tn | hawkins | 269,000 | $113 | 2,385 |
East South Central | tn | jefferson | 264,900 | $129 | 2,048 |
East South Central | tn | knox | 300,500 | $139 | 2,162 |
East South Central | tn | loudon | 291,600 | $133 | 2,200 |
East South Central | tn | madison | 292,500 | $167 | 1,756 |
East South Central | tn | maury | 275,300 | $110 | 2,507 |
East South Central | tn | mcminn | 234,900 | $108 | 2,176 |
East South Central | tn | montgomery | 250,300 | $151 | 1,663 |
East South Central | tn | putnam | 169,700 | $97 | 1,744 |
East South Central | tn | roane | 217,200 | $129 | 1,690 |
East South Central | tn | robertson | 305,600 | $134 | 2,281 |
East South Central | tn | rutherford | 159,900 | $87 | 1,847 |
East South Central | tn | sevier | 229,600 | $120 | 1,908 |
East South Central | tn | sullivan | 207,500 | $104 | 1,996 |
East South Central | tn | sumner | 544,400 | $117 | 4,666 |
East South Central | tn | washington | 505,500 | $119 | 4,245 |
East South Central | tn | williamson | 532,300 | $117 | 4,562 |
East South Central | tn | wilson | 476,600 | $114 | 4,177 |
East South Central | tn | madison | 564,900 | $99 | 5,719 |
East South Central | ms | jones | 630,100 | $127 | 4,947 |
East South Central | ms | lafayette | 605,300 | $115 | 5,248 |
East South Central | al | talladega | 675,500 | $104 | 6,498 |
East South Central | al | tuscaloosa | 633,100 | $107 | 5,894 |
East South Central | al | jackson | 715,300 | $111 | 6,420 |
Northeast | ny | albany | 297,400 | $207 | 1,439 |
Northeast | ny | bronx | 314,100 | $207 | 1,515 |
Northeast | ny | broome | 310,300 | $154 | 2,017 |
Northeast | ny | cattaraugus | 372,600 | $179 | 2,077 |
Northeast | ny | cayuga | 265,400 | $166 | 1,602 |
Northeast | ny | chautauqua | 336,400 | $177 | 1,905 |
Northeast | ny | chemung | 282,600 | $228 | 1,242 |
Northeast | ny | clinton | 351,500 | $179 | 1,969 |
Northeast | ny | columbia | 266,000 | $165 | 1,610 |
Northeast | ny | cortland | 343,200 | $181 | 1,893 |
Northeast | ny | dutchess | 298,300 | $175 | 1,708 |
Northeast | ny | erie | 275,200 | $189 | 1,453 |
Northeast | ny | franklin | 302,600 | $192 | 1,577 |
Northeast | ny | fulton | 379,900 | $193 | 1,965 |
Northeast | ny | genesee | 329,700 | $166 | 1,983 |
Northeast | ny | herkimer | 306,900 | $171 | 1,797 |
Northeast | ny | jefferson | 287,800 | $191 | 1,504 |
Northeast | ny | kings | 247,900 | $189 | 1,310 |
Northeast | ny | livingston | 353,400 | $220 | 1,603 |
Northeast | ny | madison | 311,800 | $158 | 1,973 |
Northeast | ny | monroe | 318,400 | $206 | 1,545 |
Northeast | ny | montgomery | 259,300 | $156 | 1,658 |
Northeast | ny | new york | 314,400 | $191 | 1,644 |
Northeast | ny | niagara | 261,400 | $172 | 1,517 |
Northeast | ny | oneida | 308,500 | $168 | 1,840 |
Northeast | ny | onondaga | 307,300 | $179 | 1,714 |
Northeast | ny | ontario | 295,800 | $186 | 1,594 |
Northeast | ny | orange | 329,300 | $168 | 1,963 |
Northeast | ny | oswego | 266,500 | $237 | 1,126 |
Northeast | ny | otsego | 225,700 | $204 | 1,104 |
Northeast | ny | putnam | 272,300 | $178 | 1,532 |
Northeast | ny | rensselaer | 347,000 | $190 | 1,827 |
Northeast | ny | richmond | 313,300 | $168 | 1,862 |
Northeast | ny | rockland | 302,300 | $165 | 1,835 |
Northeast | ny | saratoga | 304,600 | $157 | 1,946 |
Northeast | ny | schenectady | 331,300 | $163 | 2,031 |
Northeast | ny | st. lawrence | 256,900 | $148 | 1,734 |
Northeast | ny | steuben | 270,600 | $191 | 1,416 |
Northeast | ny | suffolk | 244,700 | $160 | 1,528 |
Northeast | ny | tioga | 257,400 | $218 | 1,183 |
Northeast | ny | tompkins | 238,000 | $142 | 1,678 |
Northeast | ny | ulster | 228,600 | $162 | 1,407 |
Northeast | ny | warren | 236,500 | $205 | 1,156 |
Northeast | ny | washington | 257,300 | $203 | 1,265 |
Northeast | ny | wayne | 321,300 | $204 | 1,573 |
Northeast | ny | westchester | 330,000 | $159 | 2,072 |
Northeast | pa | adams | 247,000 | $158 | 1,566 |
Northeast | pa | allegheny | 224,200 | $196 | 1,145 |
Northeast | pa | armstrong | 289,200 | $186 | 1,558 |
Northeast | pa | beaver | 315,300 | $157 | 2,010 |
Northeast | pa | berks | 207,400 | $173 | 1,199 |
Northeast | pa | blair | 323,900 | $178 | 1,815 |
Northeast | pa | bradford | 251,400 | $208 | 1,206 |
Northeast | pa | bucks | 325,800 | $182 | 1,794 |
Northeast | pa | cambria | 302,200 | $176 | 1,716 |
Northeast | pa | carbon | 192,900 | $143 | 1,349 |
Northeast | pa | centre | 290,200 | $184 | 1,574 |
Northeast | pa | chester | 234,800 | $156 | 1,506 |
Northeast | pa | clearfield | 257,900 | $170 | 1,517 |
Northeast | pa | columbia | 277,800 | $174 | 1,595 |
Northeast | pa | crawford | 292,400 | $204 | 1,435 |
Northeast | pa | cumberland | 270,900 | $186 | 1,456 |
Northeast | pa | dauphin | 282,800 | $140 | 2,025 |
Northeast | pa | delaware | 242,100 | $184 | 1,315 |
Northeast | pa | erie | 229,200 | $181 | 1,263 |
Northeast | pa | fayette | 272,900 | $184 | 1,485 |
Northeast | pa | franklin | 277,700 | $204 | 1,363 |
Northeast | pa | indiana | 284,600 | $166 | 1,713 |
Northeast | pa | lackawanna | 251,000 | $184 | 1,365 |
Northeast | pa | lancaster | 248,500 | $170 | 1,465 |
Northeast | pa | lawrence | 418,800 | $203 | 2,063 |
Northeast | pa | lebanon | 377,800 | $201 | 1,881 |
Northeast | pa | lehigh | 305,800 | $194 | 1,579 |
Northeast | pa | luzerne | 386,500 | $186 | 2,077 |
Northeast | pa | lycoming | 185,600 | $145 | 1,283 |
Northeast | pa | mifflin | 309,500 | $164 | 1,888 |
Northeast | pa | monroe | 414,000 | $199 | 2,085 |
Northeast | pa | montgomery | 289,000 | $175 | 1,648 |
Northeast | pa | northampton | 286,100 | $218 | 1,313 |
Northeast | pa | northumberland | 301,600 | $163 | 1,852 |
Northeast | pa | philadelphia | 246,700 | $166 | 1,489 |
Northeast | pa | pike | 256,400 | $168 | 1,529 |
Northeast | pa | schuylkill | 315,900 | $188 | 1,682 |
Northeast | pa | somerset | 323,900 | $164 | 1,972 |
Northeast | pa | venango | 284,800 | $163 | 1,749 |
Northeast | pa | washington | 315,500 | $173 | 1,820 |
Northeast | pa | york | 368,600 | $178 | 2,068 |
Northeast | ny | richmond | 320,600 | $170 | 1,887 |
Northeast | ny | rockland | 269,200 | $150 | 1,796 |
Northeast | ny | saratoga | 277,300 | $151 | 1,842 |
Northeast | ny | schenectady | 596,900 | $163 | 3,656 |
Northeast | ny | st. lawrence | 507,400 | $142 | 3,583 |
Northeast | ny | cattaraugus | 585,600 | $161 | 3,637 |
Northeast | ny | cayuga | 523,300 | $167 | 3,141 |
Northeast | ny | chautauqua | 532,600 | $144 | 3,697 |
Northeast | ny | chemung | 614,600 | $153 | 4,022 |
Northeast | pa | centre | 626,500 | $144 | 4,354 |
Northeast | pa | chester | 786,800 | $149 | 5,290 |
Northeast | pa | northumberland | 633,300 | $134 | 4,736 |
Northeast | pa | philadelphia | 822,200 | $161 | 5,108 |
West North Central | ia | black hawk | 286,700 | $204 | 1,404 |
West North Central | ia | cerro gordo | 361,000 | $193 | 1,869 |
West North Central | ia | clinton | 301,200 | $214 | 1,405 |
West North Central | ia | dallas | 401,900 | $184 | 2,183 |
West North Central | ia | dubuque | 331,100 | $180 | 1,839 |
West North Central | ia | johnson | 421,400 | $195 | 2,165 |
West North Central | ia | linn | 425,300 | $188 | 2,265 |
West North Central | ia | polk | 393,600 | $192 | 2,048 |
West North Central | ia | pottawattamie | 297,400 | $186 | 1,603 |
West North Central | ia | scott | 286,600 | $191 | 1,501 |
West North Central | ia | story | 395,000 | $170 | 2,325 |
West North Central | ia | warren | 402,400 | $199 | 2,022 |
West North Central | ia | woodbury | 245,500 | $139 | 1,761 |
West North Central | ks | butler | 268,300 | $160 | 1,677 |
West North Central | ks | douglas | 267,600 | $179 | 1,498 |
West North Central | ks | johnson | 369,000 | $155 | 2,387 |
West North Central | ks | leavenworth | 321,700 | $188 | 1,712 |
West North Central | ks | reno | 402,000 | $196 | 2,052 |
West North Central | ks | riley | 356,900 | $158 | 2,261 |
West North Central | ks | saline | 245,200 | $142 | 1,721 |
West North Central | ks | sedgwick | 303,400 | $194 | 1,563 |
West North Central | ks | shawnee | 247,100 | $164 | 1,511 |
West North Central | ks | wyandotte | 259,500 | $159 | 1,631 |
West North Central | mn | anoka | 292,300 | $201 | 1,455 |
West North Central | mn | blue earth | 315,900 | $208 | 1,518 |
West North Central | mn | carver | 290,500 | $156 | 1,868 |
West North Central | mn | chisago | 309,900 | $196 | 1,583 |
West North Central | mn | clay | 350,900 | $163 | 2,158 |
West North Central | mn | crow wing | 263,200 | $164 | 1,602 |
West North Central | mn | dakota | 262,800 | $144 | 1,824 |
West North Central | mn | goodhue | 340,200 | $148 | 2,296 |
West North Central | mn | hennepin | 353,300 | $158 | 2,236 |
West North Central | mn | olmsted | 211,000 | $148 | 1,427 |
West North Central | mn | otter tail | 315,400 | $173 | 1,828 |
West North Central | mn | ramsey | 344,400 | $166 | 2,073 |
West North Central | mn | rice | 263,800 | $187 | 1,412 |
West North Central | mn | scott | 426,800 | $181 | 2,361 |
West North Central | mn | sherburne | 361,600 | $177 | 2,041 |
West North Central | mn | st. louis | 337,200 | $163 | 2,066 |
West North Central | mn | stearns | 362,000 | $163 | 2,223 |
West North Central | mn | washington | 282,100 | $172 | 1,642 |
West North Central | mn | winona | 270,600 | $149 | 1,816 |
West North Central | mn | wright | 420,500 | $179 | 2,351 |
West North Central | mo | boone | 418,900 | $179 | 2,341 |
West North Central | mo | buchanan | 266,200 | $168 | 1,589 |
West North Central | mo | cape girardeau | 292,100 | $162 | 1,798 |
West North Central | mo | cass | 291,200 | $180 | 1,620 |
West North Central | mo | christian | 351,600 | $197 | 1,786 |
West North Central | mo | clay | 294,000 | $177 | 1,659 |
West North Central | mo | cole | 408,200 | $187 | 2,183 |
West North Central | mo | franklin | 310,900 | $143 | 2,173 |
West North Central | mo | greene | 388,900 | $166 | 2,341 |
West North Central | mo | jackson | 409,400 | $181 | 2,262 |
West North Central | mo | jasper | 319,600 | $176 | 1,813 |
West North Central | mo | jefferson | 324,000 | $183 | 1,766 |
West North Central | mo | johnson | 371,300 | $155 | 2,388 |
West North Central | mo | lincoln | 260,100 | $144 | 1,804 |
West North Central | mo | newton | 322,600 | $146 | 2,205 |
West North Central | mo | platte | 269,200 | $184 | 1,467 |
West North Central | mo | saint louis city | 273,200 | $172 | 1,592 |
West North Central | mo | st. charles | 309,400 | $143 | 2,158 |
West North Central | mo | st. francois | 325,500 | $167 | 1,951 |
West North Central | mo | st. louis | 387,900 | $195 | 1,994 |
West North Central | mo | taney | 351,700 | $194 | 1,816 |
West North Central | nd | burleigh | 345,300 | $162 | 2,132 |
West North Central | nd | cass | 259,700 | $179 | 1,454 |
West North Central | nd | grand forks | 390,700 | $173 | 2,258 |
West North Central | nd | ward | 402,800 | $252 | 1,599 |
West North Central | ne | buffalo | 471,600 | $197 | 2,393 |
West North Central | ne | douglas | 324,500 | $162 | 2,006 |
West North Central | ne | hall | 276,900 | $154 | 1,794 |
West North Central | ne | lancaster | 354,400 | $149 | 2,379 |
West North Central | ne | sarpy | 273,200 | $164 | 1,665 |
West North Central | sd | lincoln | 461,000 | $195 | 2,359 |
West North Central | sd | minnehaha | 414,900 | $217 | 1,908 |
West North Central | sd | pennington | 233,600 | $146 | 1,600 |
West North Central | mo | platte | 289,100 | $189 | 1,530 |
West North Central | mo | saint louis city | 253,900 | $156 | 1,623 |
West North Central | mo | st. charles | 430,300 | $187 | 2,302 |
West North Central | mo | st. francois | 355,600 | $200 | 1,774 |
West North Central | mo | st. louis | 440,100 | $197 | 2,229 |
West North Central | mo | taney | 264,200 | $187 | 1,410 |
West North Central | nd | burleigh | 428,200 | $178 | 2,400 |
West North Central | nd | cass | 389,000 | $183 | 2,120 |
West North Central | nd | grand forks | 394,400 | $169 | 2,338 |
West North Central | nd | ward | 370,900 | $175 | 2,125 |
West North Central | ne | buffalo | 360,800 | $152 | 2,375 |
West North Central | ne | douglas | 278,700 | $191 | 1,458 |
West North Central | ne | hall | 324,900 | $185 | 1,756 |
West North Central | ne | lancaster | 300,700 | $191 | 1,574 |
West North Central | ne | sarpy | 510,600 | $149 | 3,431 |
West North Central | sd | lincoln | 543,800 | $158 | 3,431 |
West North Central | sd | minnehaha | 623,500 | $162 | 3,854 |
West North Central | ia | johnson | 643,300 | $160 | 4,021 |
West North Central | ia | linn | 745,500 | $165 | 4,531 |
West North Central | ia | polk | 720,300 | $162 | 4,459 |
West North Central | ia | pottawattamie | 815,200 | $157 | 5,182 |
West North Central | ia | scott | 869,200 | $151 | 5,774 |
West North Central | ia | story | 930,400 | $178 | 5,223 |
West North Central | ia | warren | 745,100 | $140 | 5,315 |
Mid Atlantic | nj | atlantic | 214,600 | $173 | 1,239 |
Mid Atlantic | nj | burlington | 309,600 | $169 | 1,833 |
Mid Atlantic | nj | camden | 238,700 | $208 | 1,148 |
Mid Atlantic | nj | cape may | 351,300 | $199 | 1,763 |
Mid Atlantic | nj | cumberland | 314,800 | $260 | 1,209 |
Mid Atlantic | nj | gloucester | 253,300 | $209 | 1,211 |
Mid Atlantic | nj | hudson | 290,300 | $194 | 1,498 |
Mid Atlantic | nj | hunterdon | 352,500 | $249 | 1,415 |
Mid Atlantic | nj | mercer | 446,400 | $220 | 2,032 |
Mid Atlantic | nj | monmouth | 278,800 | $241 | 1,159 |
Mid Atlantic | nj | ocean | 316,000 | $156 | 2,028 |
Mid Atlantic | nj | salem | 237,000 | $201 | 1,182 |
Mid Atlantic | dc | district of columbia | 286,600 | $212 | 1,349 |
Mid Atlantic | de | kent | 370,000 | $224 | 1,653 |
Mid Atlantic | de | new castle | 343,700 | $179 | 1,921 |
Mid Atlantic | de | sussex | 323,300 | $164 | 1,972 |
Mid Atlantic | md | calvert | 302,200 | $198 | 1,529 |
Mid Atlantic | md | carroll | 361,100 | $180 | 2,007 |
Mid Atlantic | md | cecil | 357,700 | $201 | 1,779 |
Mid Atlantic | md | charles | 309,700 | $154 | 2,012 |
Mid Atlantic | md | frederick | 263,600 | $212 | 1,246 |
Mid Atlantic | md | harford | 243,000 | $178 | 1,364 |
Mid Atlantic | md | howard | 310,200 | $182 | 1,703 |
Mid Atlantic | md | montgomery | 317,000 | $170 | 1,866 |
Mid Atlantic | md | prince george's | 379,600 | $276 | 1,377 |
Mid Atlantic | md | queen anne's | 273,400 | $190 | 1,436 |
Mid Atlantic | md | st. mary's | 295,900 | $196 | 1,510 |
Mid Atlantic | md | washington | 282,100 | $152 | 1,851 |
Mid Atlantic | md | wicomico | 353,900 | $265 | 1,335 |
Mid Atlantic | md | worcester | 274
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