Data Analysis ( Scientific Paper)

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reported.csv
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state hospital_onset_covid hospital_onset_covid_coverage inpatient_beds inpatient_beds_coverage inpatient_beds_used inpatient_beds_used_coverage inpatient_beds_used_covid inpatient_beds_used_covid_coverage staffed_adult_icu_bed_occupancy staffed_adult_icu_bed_occupancy_coverage staffed_icu_adult_patients_confirmed_and_suspected_covid staffed_icu_adult_patients_confirmed_and_suspected_covid_coverage staffed_icu_adult_patients_confirmed_covid staffed_icu_adult_patients_confirmed_covid_coverage total_adult_patients_hospitalized_confirmed_and_suspected_covid total_adult_patients_hospitalized_confirmed_and_suspected_covid_coverage total_adult_patients_hospitalized_confirmed_covid total_adult_patients_hospitalized_confirmed_covid_coverage total_pediatric_patients_hospitalized_confirmed_and_suspected_covid total_pediatric_patients_hospitalized_confirmed_and_suspected_covid_coverage total_pediatric_patients_hospitalized_confirmed_covid total_pediatric_patients_hospitalized_confirmed_covid_coverage total_staffed_adult_icu_beds total_staffed_adult_icu_beds_coverage inpatient_beds_utilization inpatient_beds_utilization_coverage inpatient_beds_utilization_numerator inpatient_beds_utilization_denominator percent_of_inpatients_with_covid percent_of_inpatients_with_covid_coverage percent_of_inpatients_with_covid_numerator percent_of_inpatients_with_covid_denominator inpatient_bed_covid_utilization inpatient_bed_covid_utilization_coverage inpatient_bed_covid_utilization_numerator inpatient_bed_covid_utilization_denominator adult_icu_bed_covid_utilization adult_icu_bed_covid_utilization_coverage adult_icu_bed_covid_utilization_numerator adult_icu_bed_covid_utilization_denominator adult_icu_bed_utilization adult_icu_bed_utilization_coverage adult_icu_bed_utilization_numerator adult_icu_bed_utilization_denominator reporting_cutoff_start
PA 3 190 29053 188 23705 209 947 210 2661 178 219 182 170 174 913 194 555 184 22 194 9 184 3326 166 0.73940729 188 21482 29053 0.039949378 209 947 23705 0.029084776 188 845 29053 0.063439567 158 211 3326 0.768490679 161 2556 3326 9/25/2020
PR 3 69 9599 69 5268 69 358 69 450 69 68 68 51 68 320 68 209 68 38 68 6 68 649 69 0.548807167 69 5268 9599 0.067957479 69 358 5268 0.037295552 69 358 9599 0.104776579 68 68 649 0.693374422 69 450 649 9/25/2020
RI 4 13 2174 13 1916 13 103 13 135 13 9 13 8 13 102 13 97 13 1 13 1 13 152 13 0.881324747 13 1916 2174 0.053757829 13 103 1916 0.047378105 13 103 2174 0.059210526 13 9 152 0.888157895 13 135 152 9/25/2020
SC 6 76 10189 82 7767 82 697 82 908 78 175 78 152 78 696 80 553 80 1 80 1 80 1311 77 0.762292669 82 7767 10189 0.089738638 82 697 7767 0.068407106 82 697 10189 0.133485889 76 175 1311 0.691838291 77 907 1311 9/25/2020
SD 0 58 2085 56 1448 60 203 60 85 51 27 49 26 48 166 57 147 57 36 57 34 57 89 44 0.57793765 56 1205 2085 0.14019337 60 203 1448 0.081534772 56 170 2085 0.191011236 40 17 89 0.569620253 42 45 79 9/25/2020
TN 10 114 17402 117 11811 117 1043 118 1524 117 265 112 248 112 966 116 842 115 74 116 68 115 1909 118 0.696717906 114 11739 16849 0.085684611 109 990 11554 0.060384993 106 985 16312 0.140837412 107 259 1839 0.818034557 115 1515 1852 9/25/2020
TX 123 556 66926 568 44329 570 3988 573 5047 530 1104 537 998 536 3906 560 3223 554 73 560 50 554 6528 502 0.666461122 566 44313 66490 0.088856749 569 3932 44251 0.059478219 567 3976 66848 0.151132337 494 981 6491 0.749036535 500 4859 6487 9/25/2020
UT 5 50 5103 49 2755 51 237 51 320 42 72 42 70 42 218 48 195 48 6 48 6 48 555 39 0.525377229 49 2681 5103 0.086025408 51 237 2755 0.046443269 49 237 5103 0.122522523 39 68 555 0.547747748 38 304 555 9/25/2020
VA 22 98 17367 92 10868 93 1021 97 1244 95 218 95 145 95 1014 95 558 95 7 95 3 95 1839 95 0.622675189 92 10814 17367 0.093723927 92 1011 10787 0.05632497 91 972 17257 0.11703865 94 215 1837 0.673924878 94 1238 1837 9/25/2020
VI 0 2 188 2 71 2 4 2 9 2 1 2 1 2 4 2 4 2 0 2 0 2 20 2 0.377659574 2 71 188 0.056338028 2 4 71 0.021276596 2 4 188 0.05 2 1 20 0.45 2 9 20 9/25/2020
VT 0 16 1260 16 774 16 3 16 67 16 1 16 0 16 2 16 0 16 1 16 0 16 103 16 0.614285714 16 774 1260 0.003875969 16 3 774 0.002380952 16 3 1260 0.009708738 16 1 103 0.650485437 16 67 103 9/25/2020
WA 6 91 10149 80 9476 96 408 97 862 80 93 79 79 76 399 88 287 85 7 88 1 85 910 63 0.589811804 80 5986 10149 0.043056142 96 408 9476 0.027391861 80 278 10149 0.054945055 59 50 910 0.615384615 62 560 910 9/25/2020
WI 2 137 12745 135 7766 136 907 137 877 131 204 134 168 134 903 136 666 134 4 136 2 134 1489 130 0.608238525 135 7752 12745 0.116533608 136 905 7766 0.07069439 135 901 12745 0.136333109 129 203 1489 0.58934592 129 874 1483 9/25/2020
AK 0 22 1503 22 1009 23 49 23 85 18 11 18 11 18 47 22 35 21 2 22 1 21 103 13 0.631403859 22 949 1503 0.048562934 23 49 1009 0.032601464 22 49 1503 0.069306931 12 7 101 0.786407767 13 81 103 9/25/2020
AL 7 110 14941 109 10248 109 1000 110 1235 109 277 110 250 110 987 110 781 110 13 110 7 110 1480 109 0.685897865 109 10248 14941 0.095238095 109 976 10248 0.065323606 109 976 14941 0.187162162 109 277 1480 0.834459459 109 1235 1480 9/25/2020
AR 2 92 8914 94 6054 97 581 97 730 86 223 83 204 81 570 91 438 88 11 91 4 88 939 80 0.668723357 94 5961 8914 0.095969607 97 581 6054 0.065066188 94 580 8914 0.231837607 75 217 936 0.74227902 79 697 939 9/25/2020
AZ 2 76 11702 77 8700 86 518 91 699 66 109 72 90 72 485 79 260 79 8 79 4 79 1285 56 0.629806871 76 7370 11702 0.057241379 86 498 8700 0.039565886 77 463 11702 0.06770428 54 87 1285 0.440466926 56 566 1285 9/25/2020
CA 17 361 58853 363 40347 364 3197 364 4423 347 793 346 666 345 3054 356 2271 354 55 356 32 354 6678 347 0.683057788 363 40200 58853 0.079420679 363 3197 40254 0.054415169 362 3197 58752 0.118837105 343 793 6673 0.662820321 345 4423 6673 9/25/2020
CO 1 81 10949 94 7046 95 290 95 703 77 86 78 63 77 278 85 181 81 5 85 3 81 1203 73 0.641793771 94 7027 10949 0.041158104 95 290 7046 0.026486437 94 290 10949 0.071248952 70 85 1193 0.597760551 71 694 1161 9/25/2020
CT 4 29 8082 29 5731 29 203 31 497 29 32 29 16 29 202 29 92 29 1 29 1 29 1039 29 0.709106657 29 5731 8082 0.035421392 29 203 5731 0.025117545 29 203 8082 0.030798845 29 32 1039 0.478344562 29 497 1039 9/25/2020
DC 10 12 3460 13 2737 13 152 13 255 13 23 12 22 12 137 13 96 13 15 13 4 13 335 13 0.791040462 13 2737 3460 0.055535258 13 152 2737 0.043930636 13 152 3460 0.068656716 12 23 335 0.76119403 13 255 335 9/25/2020
DE 0 12 2562 11 2139 13 101 13 105 8 10 9 10 9 97 11 76 10 1 11 0 10 141 8 0.755659641 11 1936 2562 0.047218326 13 101 2139 0.039422326 11 101 2562 0.070921986 8 10 141 0.744680851 7 105 141 9/25/2020
FL 74 255 80667 254 42853 255 2487 255 4405 254 679 254 573 254 2454 255 2236 255 33 255 21 255 5970 254 0.528977153 254 42671 80667 0.05803561 255 2487 42853 0.030830451 254 2487 80667 0.113735343 254 679 5970 0.737855946 254 4405 5970 9/25/2020
GA 20 137 17648 138 13517 139 2064 145 1546 107 477 115 376 115 1675 131 1206 130 75 131 28 130 1903 102 0.762890714 136 13375 17532 0.145816379 139 1971 13517 0.109814143 138 1938 17648 0.23032224 96 436 1893 0.792958487 98 1509 1903 9/25/2020
HI 3 17 1791 16 1859 25 178 23 120 16 34 16 34 16 177 21 166 21 1 21 1 21 97 14 0.697934115 16 1250 1791 0.103896104 19 144 1386 0.078168621 16 140 1791 0.164948454 14 16 97 0.680412371 14 66 97 9/25/2020
IA 1 122 8162 122 4908 122 426 122 449 122 103 121 95 121 420 122 363 122 6 122 2 122 688 121 0.601323205 122 4908 8162 0.086797066 122 426 4908 0.05219309 122 426 8162 0.149709302 120 103 688 0.652616279 121 449 688 9/25/2020
MS 7 87 7749 96 4859 98 877 99 516 70 153 69 149 68 466 93 426 90 3 93 1 90 581 66 0.62485482 96 4842 7749 0.180489813 98 877 4859 0.113175894 96 877 7749 0.243432574 63 139 571 0.865748709 66 503 581 9/25/2020
MT 341 65 2743 64 1983 66 204 66 120 63 40 63 36 63 203 65 188 64 1 65 1 64 181 61 0.675902297 64 1854 2743 0.102874433 66 204 1983 0.069267226 64 190 2743 0.187845304 61 34 181 0.580110497 61 105 181 9/25/2020
NC 132 121 22752 122 16682 122 1238 122 1788 116 352 117 290 116 1214 120 789 118 23 120 6 118 2327 116 0.733210267 122 16682 22752 0.074345424 121 1238 16652 0.05448464 121 1238 22722 0.151267727 116 352 2327 0.768371294 116 1788 2327 9/25/2020
ND 1 47 2185 47 1458 47 187 47 42 45 22 47 21 47 184 47 156 47 3 47 1 47 78 45 0.667276888 47 1458 2185 0.128257888 47 187 1458 0.085583524 47 187 2185 0.128205128 45 10 78 0.538461538 45 42 78 9/25/2020
NE 1 78 4843 82 3340 83 254 83 373 68 83 66 78 66 246 79 208 74 2 79 2 74 567 69 0.596118109 82 2887 4843 0.076047904 83 254 3340 0.041916168 82 203 4843 0.146902655 65 83 565 0.657848325 67 373 567 9/25/2020
NH 3 30 3249 30 2138 30 42 30 145 30 12 30 6 30 42 30 15 30 0 30 0 30 282 30 0.65804863 30 2138 3249 0.019644528 30 42 2138 0.012927054 30 42 3249 0.042553191 30 12 282 0.514184397 30 145 282 9/25/2020
NJ 37 78 19145 76 13671 78 625 78 1115 75 86 74 57 74 585 76 283 76 9 76 7 76 1931 73 0.686602246 76 13145 19145 0.045717212 78 625 13671 0.031026378 76 594 19145 0.04453651 73 86 1931 0.571206629 73 1103 1931 9/25/2020
NM 1 48 3513 49 2201 48 114 49 260 46 35 46 35 46 108 47 74 47 5 47 0 47 387 45 0.631020642 48 2201 3488 0.051794639 48 114 2201 0.032450897 49 114 3513 0.092105263 44 35 380 0.669291339 44 255 381 9/25/2020
NV 21 58 8397 59 5741 60 490 60 588 57 128 56 113 56 488 58 372 57 2 58 3 57 838 57 0.683696558 59 5741 8397 0.085350984 60 490 5741 0.058354174 59 490 8397 0.15274463 56 128 838 0.701670644 57 588 838 9/25/2020
NY 29 145 46145 156 35824 158 1655 166 2899 135 290 138 185 131 1532 152 694 143 80 152 22 143 4873 127 0.689190364 155 31700 45996 0.043490397 158 1558 35824 0.031140969 156 1437 46145 0.047173913 120 217 4600 0.596186804 123 2783 4668 9/25/2020
OH 7 112 30175 208 20332 208 1225 208 2529 192 289 190 198 189 1075 197 671 195 63 197 29 195 3822 193 0.673802817 208 20332 30175 0.060478894 207 1225 20255 0.040742342 207 1225 30067 0.076576577 188 289 3774 0.661695447 192 2529 3822 9/25/2020
OK 6 137 9395 135 5619 135 632 139 758 133 219 137 208 137 628 139 543 139 4 139 3 139 1114 133 0.598084087 135 5619 9395 0.099127959 135 557 5619 0.059286855 135 557 9395 0.191202873 133 213 1114 0.682268227 130 758 1111 9/25/2020
OR 0 51 6139 58 4149 59 209 60 410 50 47 50 32 50 190 53 120 53 9 53 3 53 637 46 0.674865613 58 4143 6139 0.050373584 59 209 4149 0.034044633 58 209 6139 0.070643642 45 45 637 0.614173228 45 390 635 9/25/2020
ID 1 47 3904 47 1943 48 146 49 185 45 40 48 40 48 146 48 128 48 0 48 0 48 306 46 0.46274409 46 1801 3892 0.075141534 48 146 1943 0.037397541 47 146 3904 0.130718954 46 40 306 0.608552632 44 185 304 9/25/2020
IL 13 175 29611 181 18689 187 1687 190 1846 146 370 151 266 149 1547 175 940 170 48 175 16 170 3339 137 0.612745264 181 18144 29611 0.089036332 187 1664 18689 0.054574314 181 1616 29611 0.106895513 133 355 3321 0.532908705 133 1757 3297 9/25/2020
IN 1 148 17471 148 10685 148 965 148 1358 138 199 139 198 139 952 142 574 141 13 142 1 141 2318 137 0.611584912 148 10685 17471 0.090313524 148 965 10685 0.055234388 148 965 17471 0.085849871 137 199 2318 0.585849871 137 1358 2318 9/25/2020
KS 2 132 7743 130 4510 137 377 137 490 97 102 103 84 101 362 120 273 114 6 120 5 114 684 90 0.56683456 130 4389 7743 0.08118989 136 363 4471 0.046858775 129 361 7704 0.132352941 84 90 680 0.721556886 88 482 668 9/25/2020
KY 2 112 13385 112 8629 113 633 112 998 103 589 106 129 105 615 109 428 108 18 109 0 108 1547 109 0.64064251 112 8575 13385 0.073485024 112 633 8614 0.047348343 111 633 13369 0.382716049 106 589 1539 0.645119586 103 998 1547 9/25/2020
LA 16 187 13903 174 9077 177 652 211 1139 93 209 198 194 198 633 204 607 204 12 204 5 204 1796 84 0.632237647 174 8790 13903 0.071737923 175 646 9005 0.044570267 172 614 13776 0.099662162 80 177 1776 0.576837416 84 1036 1796 9/25/2020
MA 6 101 19528 101 15103 101 354 101 961 101 99 101 62 101 347 101 195 101 7 101 5 101 1841 101 0.773402294 101 15103 19528 0.023439052 101 354 15103 0.018127816 101 354 19528 0.053775122 101 99 1841 0.521998914 101 961 1841 9/25/2020
MD 3 54 9983 55 7489 55 663 54 738 51 111 50 75 50 641 52 337 52 11 52 6 52 1178 50 0.750175298 55 7489 9983 0.089005236 53 663 7449 0.066760648 53 663 9931 0.094227504 49 111 1178 0.62139219 50 732 1178 9/25/2020
ME 0 33 3006 34 2032 35 18 35 182 32 9 31 4 30 17 32 8 31 1 32 0 31 277 30 0.674318031 34 2027 3006 0.008858268 35 18 2032 0.005655356 34 17 3006 0.025641026 28 7 273 0.657039711 30 182 277 9/25/2020
MI 2 127 23324 148 17454 150 693 150 1625 129 139 146 122 146 683 147 436 147 9 147 1 147 2245 127 0.734951123 148 17142 23324 0.039704366 150 693 17454 0.029711885 148 693 23324 0.048997773 127 110 2245 0.723830735 127 1625 2245 9/25/2020
MN 1 129 11001 129 7488 129 542 129 699 129 145 129 130 129 531 129 429 129 11 129 4 129 975 129 0.680665394 129 7488 11001 0.072382479 129 542 7488 0.049268248 129 542 11001 0.148717949 129 145 975 0.716923077 129 699 975 9/25/2020
MO 5 134 19796 126 12487 128 1155 135 1496 132 405 132 369 131 1121 135 928 134 34 135 16 134 2288 132 0.618357244 126 12241 19796 0.085128534 128 1063 12487 0.053243079 126 1054 19796 0.17701049 131 405 2288 0.653846154 131 1496 2288 9/25/2020
WV 7 60 6361 60 4375 60 258 60 470 60 65 60 53 60 254 60 184 60 4 60 0 60 684 60 0.687784939 60 4375 6361 0.058971429 60 258 4375 0.04055966 60 258 6361 0.09502924 60 65 684 0.687134503 60 470 684 9/25/2020
WY 2 28 1662 28 585 28 34 28 41 28 7 28 6 28 33 28 21 28 1 28 0 28 116 28 0.35198556 28 585 1662 0.058119658 28 34 585 0.02045728 28 34 1662 0.060344828 28 7 116 0.353448276 28 41 116 9/25/2020