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Example 1_3 Health.txt
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City NumMDs RateMDs NumHospitals NumBeds RateBeds NumMedicare PctChangeMedicare MedicareRate SSBNum SSBRate SSBChange NumRetired SSINum SSIRate SqrtMDs
Holland-Grand Haven, MI 349 140 3 316 127 29533 8.3 11835 34135 13679 8.1 23165 2070 820 18.6815
Louisville, KY-IN 4042 340 18 3909 328 173845 3 14606 202485 17013 3 118920 29017 2416 63.5767
Battle Creek, MI 256 184 3 517 372 22972 2.4 16539 27245 19615 3.3 16645 4095 2945 16
Madison, WI 2679 510 7 1467 279 60530 5.2 11528 68705 13085 4.9 47085 6492 1221 51.7591
Fort Smith, AR-OK 502 179 8 975 348 45185 4.6 16146 55370 19785 5.8 29415 9313 3301 22.4054
Sarasota-Bradenton-Venice, FL 2352 371 7 1899 299 161625 2.5 25474 175580 27674 2.7 129855 7559 1160 48.4974
Anderson, IN 200 153 2 231 176 22828 1.1 17408 26740 20391 1.1 17040 2717 2080 14.1421
Honolulu, HI 3478 389 13 2160 242 126752 5.2 14188 136730 15305 4.7 99140 16226 1804 58.9746
Asheville, NC 1489 389 5 1213 317 76397 5.1 19970 87520 22877 5.1 56820 8641 2231 38.5876
Winston-Salem, NC 2018 462 6 1901 435 66298 6 15165 76180 17426 5.6 50440 7878 1784 44.9222
Springfield, IL 1033 505 2 1023 500 31300 1.8 15300 36675 17927 2.5 23275 4734 2312 32.1403
Lakeland, FL 954 187 4 1190 233 93608 5 18324 112470 22017 6.1 73255 14071 2683 30.8869
Sacramento--Arden-Arcade--Roseville, CA 5738 290 15 3584 181 245669 8.3 12436 267360 13534 6.6 167300 68111 3377 75.7496
Green Bay, WI 653 224 5 669 229 37330 4.6 12790 44345 15193 5.4 28605 3866 1308 25.5539
Myrtle Beach-Conway-North Myrtle Beach, SC 419 199 3 571 271 33827 12.8 16031 45520 21572 13.5 29905 4429 2035 20.4695
Charleston, WV 996 324 6 1287 419 58627 3 19075 68595 22318 3 35070 11931 3877 31.5595
Janesville, WI 333 215 3 394 254 22752 4.2 14683 26990 17418 4.8 17825 2960 1891 18.2483
Raleigh-Cary, NC 2036 229 6 1739 196 85016 11 9579 101005 11381 11.3 62375 13388 1464 45.1221
Providence-New Bedford-Fall River, RI-MA 4990 307 15 3595 221 261178 0.7 16091 294285 18131 1 193780 48355 2969 70.6399
Pueblo, CO 416 279 2 543 364 25964 3.5 17424 28160 18898 1.7 15630 4900 3263 20.3961
Beaumont-Port Arthur, TX 708 185 10 1412 369 58169 1.4 15193 69150 18061 2.4 38030 10598 2764 26.6083
Trenton-Ewing, NJ 1484 411 6 1296 359 52272 1.1 14472 56975 15774 0.1 38370 7578 2075 38.5227
Lewiston, ID-WA 143 245 2 197 338 11311 6.1 19411 13140 22549 5.1 8095 1495 2549 11.9583
Odessa, TX 255 207 2 438 356 15937 4.2 12953 18630 15142 2.9 10020 3501 2812 15.9687
Scranton--Wilkes-Barre, PA 1404 254 14 2140 387 115273 -2.2 20855 131200 23737 -0.7 85525 15062 2731 37.47
Oxnard-Thousand Oaks-Ventura, CA 1889 239 7 1353 171 91182 7.3 11534 101275 12811 5.8 66365 15092 1892 43.4626
Victoria, TX 245 217 3 656 581 16135 4.9 14279 19075 16881 4.9 11045 2794 2463 15.6525
Hot Springs, AR 297 326 3 465 510 23127 2.6 25361 24615 26992 2.4 16325 2692 2922 17.2337
Decatur, IL 286 257 2 494 444 20177 0.9 18124 22655 20349 1.5 14320 3063 2760 16.9115
Fort Lauderdale-Pompano Beach-Deerfield Beach, FL Metropolitan Division 4612 267 17 4921 285 244892 -2.1 14164 273865 15840 -1.8 187475 31563 1799 67.9117
Springfield, OH 237 166 2 392 274 24374 0.6 17066 27120 18988 1.1 16120 3549 2489 15.3948
Springfield, IL 1033 505 2 1023 500 31300 1.8 15300 36675 17927 2.5 23275 4734 2312 32.1403
Morgantown, WV 843 743 4 728 641 15026 2 13239 17860 15735 3.2 9965 2788 2450 29.0345
Idaho Falls, ID 226 210 2 299 278 12830 7.4 11939 15760 14666 8.6 9775 1622 1469 15.0333
Minneapolis-St. Paul-Bloomington, MN-WI 9410 305 32 6177 200 330821 4.6 10724 376260 12197 4.7 254260 41751 1340 97.0052
Lawton, OK 235 213 2 445 403 13205 5.2 11972 15795 14320 5.2 9070 2520 2280 15.3297
Anderson, IN 200 153 2 231 176 22828 1.1 17408 26740 20391 1.1 17040 2717 2080 14.1421
Charleston, WV 996 324 6 1287 419 58627 3 19075 68595 22318 3 35070 11931 3877 31.5595
Indianapolis, IN 6180 386 18 4997 312 190606 4.5 11907 225295 14074 4.7 144260 22070 1361 78.613
Spartanburg, SC 612 234 3 626 239 41603 6 15891 49690 18980 6.5 28770 6099 2308 24.7386
Brownsville-Harlingen, TX 550 152 5 975 269 38107 5.6 10516 44335 12235 6 24875 17613 4737 23.4521
Huntsville, AL 849 237 4 973 272 46661 10.6 13048 54080 15123 9.9 32920 7757 2140 29.1376
Hanford-Corcoran, CA 144 104 3 141 102 11430 7.4 8240 13965 10068 7 7760 4377 3070 12
Reno-Sparks, NV 1176 314 5 1017 271 45320 12.7 12094 53520 14282 12.8 36230 4822 1254 34.2929
Augusta-Richmond County, GA-SC 1039 204 9 1830 359 67240 5.7 13173 82715 16205 5.9 47615 14179 2752 32.2335
Visalia-Porterville, CA 527 135 3 736 188 42622 4.1 10898 51120 13071 4.7 29935 17503 4359 22.9565
Duluth, MN-WI 821 297 11 1567 567 49355 0.5 17860 55110 19942 1.8 33770 6318 2291 28.6531
Shreveport-Bossier City, LA 1714 453 9 2235 590 55367 2.8 14622 63285 16714 2.4 36760 13800 3614 41.4005
Little Rock-North Little Rock, AR 2773 441 14 3008 478 84220 6.5 13383 103955 16519 6.1 60350 15323 2407 52.6593
Baton Rouge, LA 1639 227 13 2079 288 80643 5.7 11178 98115 13599 5.8 50580 19953 2738 40.4846
Pocatello, ID 180 217 2 369 445 10306 4.7 12439 11245 13573 4.8 6775 1583 1904 13.4164
Yuba City, CA 272 183 2 213 144 20038 5.2 13515 22900 15445 3.4 13260 7185 4746 16.4924
Binghamton, NY 681 272 2 665 265 46273 1.2 18465 53405 21311 1.1 35075 6612 2653 26.096
Kennewick-Richland-Pasco, WA 389 185 4 431 205 22589 7.4 10746 26855 12775 6.7 17070 3226 1497 19.7231
Kankakee-Bradley, IL 185 174 2 445 419 16616 2.1 15636 18995 17875 2.1 11075 2553 2382 13.6015
Barnstable Town, MA 844 368 2 306 134 57608 2.6 25149 63295 27632 2.3 45965 3372 1475 29.0517
Worcester, MA 2753 355 10 1634 211 112188 0.2 14461 126480 16304 -0.5 80890 18941 2430 52.469
Fayetteville-Springdale-Rogers, AR-MO 711 188 8 860 227 50698 5.2 13396 61165 16162 5.6 37530 5787 1481 26.6646
Flagstaff, AZ 324 267 2 267 220 14208 10.7 11725 13425 11079 8.2 7485 3052 2486 18
Binghamton, NY 681 272 2 665 265 46273 1.2 18465 53405 21311 1.1 35075 6612 2653 26.096
New Orleans-Metairie-Kenner, LA 6050 460 23 5723 435 179082 2.7 13610 210865 16025 2.4 111380 49528 3753 77.7817
Boise City-Nampa, ID 1195 234 6 1062 208 56800 10.1 11102 67440 13182 11.4 43575 7377 1405 34.5688
Medford, OR 601 316 3 539 283 33915 6 17816 39415 20705 5.2 26530 3133 1623 24.5153
Bakersfield, CA 1121 157 10 1498 210 78689 6.4 11029 94080 13187 6.4 52445 30476 4147 33.4813
La Crosse, WI-MN 576 448 2 484 377 18833 2.7 14656 21235 16525 2.4 14520 2165 1683 24
Altoona, PA 340 267 5 469 368 25027 0.6 19634 25500 20005 3.8 16115 4606 3613 18.4391
Warren-Farmington Hills-Troy, MI Metropolitan Division 8107 330 23 5046 205 325382 3.8 13237 380405 15475 4.2 245850 29404 1187 90.0389
Ogden-Clearfield, UT 765 163 4 718 153 44492 7.5 9491 48980 10449 7.3 32330 3982 834 27.6586
Trenton-Ewing, NJ 1484 411 6 1296 359 52272 1.1 14472 56975 15774 0.1 38370 7578 2075 38.5227
Buffalo-Niagara Falls, NY 4070 351 14 5182 447 207164 -0.7 17889 234705 20268 -0.7 147130 30670 2657 63.7966
Florence-Muscle Shoals, AL 274 193 3 552 389 26830 5.1 18923 32430 22872 5.4 17685 4691 3296 16.5529
Winston-Salem, NC 2018 462 6 1901 435 66298 6 15165 76180 17426 5.6 50440 7878 1784 44.9222
Midland, TX 223 188 2 373 314 14662 5.3 12335 17410 14647 3.8 10785 2141 1779 14.9332
Clarksville, TN-KY 364 154 3 365 155 26365 6.6 11160 32585 13793 6.6 18670 5496 2301 19.0788
Salt Lake City, UT 3544 352 12 2036 202 88603 5.1 8811 103625 10305 5.1 67300 9802 962 59.5315
Midland, TX 223 188 2 373 314 14662 5.3 12335 17410 14647 3.8 10785 2141 1779 14.9332
Wilmington, NC 904 308 4 890 303 49311 11.2 16785 59720 20329 11.1 37940 6725 2218 30.0666
Oklahoma City, OK 3267 288 21 3721 328 140357 4.4 12385 166030 14650 4.9 105815 20139 1760 57.1577
Nashville-Davidson--Murfreesboro, TN 5089 371 23 4499 328 162946 6.4 11875 194260 14158 5.9 119985 23170 1660 71.3372
Las Cruces, NM 318 174 2 314 172 22166 9.8 12142 25490 13963 8 15535 5936 3190 17.8326
Oakland-Fremont-Hayward, CA Metropolitan Division 7575 308 19 5351 218 280877 2.4 11424 296135 12044 1.4 190815 72225 2931 87.0345
Wichita, KS 1515 260 11 1997 343 78040 2.3 13405 89560 15384 2.9 58535 9095 1556 38.923
Knoxville, TN 2293 358 9 2353 367 101631 5.2 15864 119125 18595 4.7 71635 15177 2345 47.8853