https://github.com/gushamilton/discover_long_covid
Tip revision: 69324be0ab2bd26bb61dccaf094ce68916392192 authored by gushamilton on 25 November 2022, 09:41:01 UTC
Update README.md
Update README.md
Tip revision: 69324be
patient_data.tsv
age sex spike_1_elispot_data spike_2_elispot_data m_elispot_data n_elispot_data cmv_elispot_data elispot_total cd3_tc_rgd_total cd3_tc_rgd_cd16 classical_monocytes interm_monocytes non_conventional_monocytes_cd16_cd14 total_monocytes pop_cd4_1 pop_cd4_2 pop_cd4_3 pop_cd4_4 pop_cd4_5 pop_cd4_6 pop_cd4_7 pop_cd4_8 pop_cd4_9 pop_cd4_10 pop_cd4_11 pop_cd4_12 pop_cd4_13 pop_cd4_14 pop_cd4_15 pop_cd8_1 pop_cd8_2 pop_cd8_3 pop_cd8_4 pop_cd8_5 pop_cd8_6 pop_cd8_7 pop_cd8_8 pop_cd8_9 pop_cd8_10 pop_cd8_11 pop_cd8_12 pop_cd8_13 pop_cd8_14 pop_cd8_15 cmv_elisa cmv_sero hladr_38_cd4 hladr_38_cd8 ki67_cd38_cd8 ki67_cd38_cd4 cd3_cd8 alc_cd4 alc_cd8 cd4 cd8 il_12p70 il_13 il_15 il_18 il_4 il_7 ip_10 lymphocytes_x10_9_l mcp_1 mcp_4_ccl13 mip_1alpha neutrophil_count_x10_9_l_at_12_weeks nlr ratio_cd4_cd8 tnf_alpha wbc ics_total_cd4 ics_total_cd8 ics_total_cd4_TNFA ics_total_cd8_TNFA total_symp no_symptoms_12_months no_symptoms_12_weeks no_symptoms_8_months pcs_1 pcs_8 pcs_vacc mcs_1 mcs_8 mcs_vacc
74 2 NA NA NA NA NA NA NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 40.57172557172556 0 0.65 4.45 0.81 0.75 5705 490670 168190 65.6 30.5 0 0 0 21.38 0 0.97 11.23 2.54 111.55 22.57 0 3.58 1.4094488188976377 2.1508196721311474 0 6.8 NA NA NA NA NA 5 7 7 34.81024401676816 30.023494298485172 24.38235839446145 41.27520451154846 42.57608200015901 31.680120922044765
53 2 17 22.5 6 9.5 412 55 3.86 0.4 58.2 0.65 13.1 71.95 11.4 38.9 43.1 0.29 1.47 0.3 1.01 0.79 0.086 0.47 1.26 0.39 0.27 0.23 0 0.21 0.51 15.3 0.57 0.8 14.1 0.34 0.24 6.07 17 44.3 0.057 0.1 0.086 0.4 22.50996015936255 0 1.28 2.04 0.69 1.03 4576 374188 165688 62 33.7 0 0 0 3.67 2.94 0.74 3.27 3.58 99.95 15.14 23.4 5.4 1.5083798882681565 1.8397626112759642 6.85 9.64 0.61749 0.56221 0.25755 0.20299999999999999 NA 5 4 NA 29.649605170750984 NA 30.082422365175894 50.20395676842472 NA 48.28611397690605
44 1 4.75 9.75 4.25 4.25 97.25 23 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 19.51143451143451 0 NA NA NA NA NA NA NA NA NA 0 3.76 2.96 0 3.2 0 6.02 NA 16.18 4.23 2.65 NA NA NA 0 NA NA NA NA NA NA NA 2 NA 47.76309314329577 NA NA 39.13897190762685 NA NA
57 1 0 0 0 0 0 0 2.52 4.1000000000000002E-2 61.2 1.33 20.9 83.43 18.6 38.9 33.9 0.24 1.41 0.17 1.04 0.26 0.17 0.029 2.24 0.17 0.21 0.24 2.4 0.41 0.66 19.2 0.89 3.01 42.4 1.54 0.1 10.6 1.4 19.4 0.13 0.071 0.057 0.16 1.4541832669322712 0 0.76 2.35 0.89 1.01 2293 395632 155874 64.7 24.7 1.72 5.05 0.93 0 0.87 0.18 4.11 2.95 40.81 6.08 7.31 4.33 1.4677966101694915 2.619433198380567 0 8.32 0.138424 0.45601 0.09351000000000001 0.14936 NA 2 1 2 48.890984905753896 48.65764251848989 37.5827074306568 39.08248613691181 27.75814350707337 39.01671492156744
65 1 0 0 0 0 0 0 NA NA NA NA NA 0 39.2 24.6 25.2 0.16 6.54 0.57 0.26 0.37 0.31 0 2.17 0.16 0.26 0.16 0.014 0.46 0.87 25.9 0.9 1.01 58.2 0.43 0.17 0.36 2.57 9.03 0.057 0 0 0.057 3.2669322709163353 0 0.92 2.44 0.78 0.79 3163 571447 526113 67.7 28.2 0 0 0 9.08 0 0 6.93 2.46 73.55 13.33 0 4.19 1.7032520325203253 2.400709219858156 1.83 7.71 0.09667 0.15192 0.019 0.02092 NA 0 0 1 44.36516010449414 44.70726533876262 39.82703884076315 44.29786021510354 27.80491520602328 61.68747427011116
66 1 0 0 0 0 0 0 15.5 7.2999999999999995E-2 69.1 6.92 19.2 95.22 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.5883575883575882 0 0.96 1.52 0.95 1.14 2836 227125 298425 53.4 26.9 0 0 0 0 0 0 5.67 2.41 55.65 9.45 0 6.06 2.514522821576763 1.9851301115241635 0 9.45 NA NA NA NA NA 4 4 4 43.13997616435885 52.542291103813774 29.392124926328684 41.30027091126018 30.519491235478963 48.003077122599876
48 1 15 9.5 11 8.5 1.5 44 2.0299999999999998 2.1000000000000001E-2 73.5 0.5 5.01 79.01 37.3 22.4 31.7 0.79 3.79 0.46 0.39 0.37 1.23 0 0.94 0.13 0.29 0.26 0 0.33 0.69 18.6 0.16 0.59 34.2 0.84 0.2 2.64 16.4 25.3 0.014 0.014 0 0.029 1.075697211155379 0 1.25 1.72 0.91 1.07 5002 521967 217422 47.9 44.1 16.27 2.07 2.12 9.07 6.89 1.47 4.34 2.28 102.05 17.52 92.42 8.61 3.776315789473684 1.0861678004535147 11.79 11.93 0.23713 0.22624000000000002 0.29454 0.08376 NA NA 0 1 58.90810385864344 57.0302375157979 NA 35.27283188760936 25.65171140541561 NA
45 1 10 0 49 8 116 67 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 23.336798336798335 0 NA NA NA NA NA 576678 236188 NA NA 0 0 0 0 0 0 2.21 NA 60.28 5.2 0 NA NA NA 0 NA NA NA NA NA NA 0 3 3 39.794536609935406 52.01636865158024 45.25682989543411 42.25506788130674 35.76408747308459 31.004626248532855
42 1 0 3 14.5 2 0 19.5 1.46 0.3 58 6.08 18.2 82.28 3.29 42.2 50.9 0 0.36 0.029 0 0.31 0.16 0 2.44 0.043 0.11 0.16 0.014 0.17 0.2 2.33 0.44 2.24 19.7 1.11 0.043 1.3 0.41 71 0.34 0.071 0.17 0.5 2.2111553784860565 0 0.81 2.28 0.7 0.69 566 517260.00000000006 142080 80.3 15.9 0 0.42 0 6.74 0 0 7.69 2.11 108.16 10.56 0 2.7 1.2796208530805688 5.050314465408805 0 5.32 0.038746 0.028040000000000002 0.0031569999999999997 0.016759999999999997 NA 0 0 1 49.559434622705574 56.42363847083242 35.237337838256465 47.00595943957682 38.77826938592855 48.729528412561685
67 2 85 40.5 0 83 0 208.5 4.6500000000000004 0.4 72.5 2.15 8.22 82.87 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1.2350597609561755 0 2.32 4.29 1.3 1.53 2344 341000 297352 62.7 30.5 0 0 0 1.33 0 0 1 1.38 42.5 13.17 0 2.99 2.166666666666667 2.055737704918033 0 4.89 NA NA NA NA NA 1 1 2 54.01769801056582 61.1501340782578 52.387857234633955 43.22934863977342 35.22404715737743 57.5042129668839
47 2 0 0 0 0 0 0 2.06 0.41 65.6 4.1 17.2 86.89999999999999 5.44 43.3 45.8 0.071 1.79 0.21 0.19 0.94 0.21 0.014 1.5 0.1 0.23 0.23 0 0.54 1.4 14.4 1.7 1.96 24.1 2.44 0.14 3.54 3.19 44.4 0.63 0.87 0.33 0.37 1.7529880478087652 0 1.59 3.4 0.83 0.79 2853 482151 410618 77.5 18.8 0 0.9 0 1.33 0 0 4.15 1.95 72.24 12.97 0 6.22 3.1897435897435895 4.122340425531915 0 9.06 0.08522 0.08990000000000001 0.04771 0.0549 NA 5 3 7 26.780977323069717 40.65493667347719 36.036801939510035 43.46903113531141 42.48517673069192 25.61244524306605
77 2 1 4.5 1.5 2.5 0 9.5 5.7000000000000002E-2 4.55E-4 39.7 0.21 5.19 45.1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1.2266112266112263 0 1.01 2.04 0.97 0.73 1143 602446 142222 87.2 11.1 0 0 0 0 0 0 1.36 1.67 55.43 10.14 0 3.64 2.1796407185628746 7.855855855855856 0 5.93 NA NA NA NA NA NA 7 NA 42.89675718246465 45.84001720309539 NA 42.17444773672544 37.52171139740151 NA
59 1 24 25 24 27.5 5 100.5 1.01 0.13 65.7 2.37 15.7 83.77000000000001 8.37 37.5 44.4 0.086 3.23 0.37 0.86 0.9 0.17 0.11 2.51 0.14 0.76 0.57 0 0.93 1.61 15.9 2.34 1.57 28 3.16 0.17 5.34 14.4 25.9 0.29 0.14 0.16 0.1 25.637450199203187 0 2.18 4.84 1.47 2.34 4423 538304 205504 63.2 24.9 0 0 0 8.06 0 0.62 6.97 1.9 59.51 18.32 0 3.44 1.8105263157894738 2.5381526104417675 0 6.26 0.13126600000000002 0.004260000000000002 0.212398 0.03916 NA 1 1 3 32.8078430463607 49.48676838284492 49.84235265444111 48.80725488230371 46.691872055851476 58.46273533482953
61 1 0 0 48.5 0 206.5 48.5 3.21 1.45 47 6.25 24.4 77.65 7.4 37.8 20.6 1.5 2.56 0.29 11.9 0.9 0.13 15.3 0.53 0.24 0.44 0.41 0 0.47 3.03 27.3 1.16 1.29 17 0.2 0.36 5.86 30.5 11 0.61 0.81 0.13 0.21 45.278884462151396 0 3.01 8.57 1.58 1.62 7559 306603 149145 56.9 36.9 1.12 2.56 8.5 0 4.78 0.78 2.81 2.3 21.13 11.49 0 1.46 0.6347826086956522 1.5420054200542006 15.54 4.56 0.06685 0.033000000000000015 0.024 0.024279999999999996 NA NA 0 0 46.22090830877216 59.64316141467086 NA 46.71024319960788 26.47833946079197 NA
37 1 0 0 0 0 0 0 5.31 1.34 63.7 0.72 19.6 84.02000000000001 43.6 19.9 33.2 0.13 1.01 0.24 0.043 0.21 0.36 0 0.79 0.057 0.3 0.13 0 0.17 0.086 13.6 0.071 0.23 26.4 0.29 0.13 1.54 6.76 50.6 0.029 0 0.043 0.071 1.4741035856573708 0 0.65 0.39 0.4 0.71 2807 450288 117660 58.1 36.8 0 0 0 6.55 0 0 7.54 1.63 38.87 10.71 0 5.18 3.1779141104294477 1.5788043478260871 0 7.78 0.0027799999999999995 0.00204 0.015369999999999998 0.03814 NA NA 1 NA 49.864746085782016 49.366219819791105 NA 33.6126238475006 32.14366923497779 NA
60 1 0 0 0 65 277 65 NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 53.96414342629482 0 NA NA NA NA NA 259464 168264 NA NA 0 0 0 3.67 0 0.58 4.01 2.26 50.72 14.69 0 3.08 1.3628318584070798 NA 0 6.05 0.18168 0.42547999999999997 0.06445000000000001 0.12835 NA 3 6 5 25.942978608424315 36.9741381518464 25.365694395994648 46.14029566760366 45.522599127200365 35.925494845411706
73 2 0 0 0 0 0 0 NA NA NA NA NA 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 25.199203187251 0 0.7 1.14 0.75 0.84 4497 294976 378752 66.9 27.4 0 1.59 3.99 0 0 0 3.16 1.96 38.88 4.29 1.31 5.66 2.8877551020408165 2.441605839416059 0 8.62 NA NA NA NA NA NA 4 4 34.036859895430545 30.21565438649548 NA 41.19495329645561 45.96719561036326 NA
52 2 51 46 0 0 15.5 97 4.93 0.61 63.7 3.99 19.8 87.49 9.24 25.9 52.8 0.16 2.79 0.11 3.97 1.07 0.13 0.11 2.54 0.13 0.73 0.33 0.014 1.31 8.73 15.1 1.13 2.29 15.3 0.47 0.11 4.24 12.2 37.2 0.34 0.34 0.14 1.04 62.47011952191235 0 2.98 14.3 1.76 1.27 3257 319770.00000000006 205326 63.6 30 35.49 3.27 0 0 0.83 0 6.68 1.65 27.32 12.98 0 3.21 1.9454545454545455 2.12 1.83 5.33 0.085932 0.04590000000000001 0.01378 0.03419000000000001 NA NA 1 1 46.17493843834027 47.43778026700011 NA 36.83998656960566 39.12149528822077 NA
76 1 33.25 18.75 22.75 20.75 2.25 95.5 NA NA NA NA NA 0 15.4 31.6 44.7 0.043 1.77 0.47 0.29 0.23 0.31 0 2.67 0.23 0.26 0.31 1.76 0.7 0.51 10.4 1.67 4.64 33.7 2.76 0.26 1.9 27.1 15.8 0.14 0.071 0.24 0.11 1.6733067729083668 0 1.05 2.83 1.49 1.38 3810 451329 237429 75.4 17.8 0 3.97 2.81 0 4.12 0.26 5.52 2.71 27.99 6.62 3.35 4.41 1.6273062730627308 4.235955056179775 0 7.99 0.161558 0.50974 0.058626000000000004 0.02604 NA 1 0 0 39.19456751295114 48.86906894901677 35.490473243790866 50.523398676977685 36.0292126672167 45.28070578750564
65 1 18 19.5 24.5 51.5 0 113.5 0.91 1.4E-2 63.7 6.3 13.4 83.4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1.3545816733067733 0 2.21 5.44 0.85 1.11 3224 413630 175404 67.4 29.3 0 0 0 20.27 0 0 7.64 3.31 62.1 35.6 0 2.22 0.6706948640483384 2.3003412969283277 0 5.19 NA NA NA NA NA 1 0 NA 44.676786268011305 49.10997318412076 50.65886970041587 47.295330699689266 37.63004718685786 58.94263869785342
78 1 40.5 36 86.5 79.5 695.5 242.5 4.8899999999999997 0.34 47 8.52 25.4 80.91999999999999 17.6 28.2 40.8 0.043 1.94 0.34 6.83 0.3 0.19 0.27 2.09 0.54 0.29 0.61 0.014 0.31 0.19 56.8 0.29 0.71 15.2 0.2 0.2 0.93 18.4 6.4 0.043 0.043 0.1 0.14 47.45019920318725 0 1.11 1.2 0.71 1.66 6297 611892 178020 41.9 53.8 0 0 0 1.33 0 0 5.03 3.58 13.42 17.72 0 2.53 0.7067039106145251 0.7788104089219331 0 7.04 0.08331 0.07238 0.09317 0.06319 NA NA 2 NA 51.25836054465306 NA NA 37.99101904170744 NA NA
64 1 0 0 0 0 0 0 8.26 0.47 80.8 0.92 3.08 84.8 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3.147410358565738 0 1.44 1.69 0.64 1.49 5735 560418 178422 49.2 41.6 0 1.6 2.89 6.55 0 0 6.33 1.56 19.71 12.63 0.79 1.46 0.9358974358974358 1.1826923076923077 3.59 4.39 NA NA NA NA NA 0 4 1 47.47773607343861 58.790453947176815 51.919496006809084 40.73108309937971 28.546419507067263 59.439877616385495
73 1 0 0 0 0 0 0 5.45 1.02 51.8 9.81 22.4 84.00999999999999 12.7 57.4 19.2 0.29 4.79 0.69 0.63 1.67 0.2 0.029 1.21 0.27 0.49 0.44 0 0.47 3.89 33.7 2.26 1.47 35.8 2.79 0.24 2.96 4.83 10 0.93 0.36 0.13 0.19 4.103585657370518 0 2.45 7.08 1.19 1.64 4546 512256 110722 55.8 38.7 0 0 0 0 0 0.58 4.51 1.64 75.96 18.96 0 4.37 2.664634146341464 1.441860465116279 0 7.02 0.20322 0.062 0.12332 0.05162 NA NA 4 5 39.64512062944871 42.06070492766591 NA 38.09741961295031 38.96898172634081 NA
41 1 34.5 7.5 39.5 25 67 106.5 4.16 1.04 62.2 2.71 15.6 80.50999999999999 12.7 38.4 20.4 0.19 3.24 0.34 16.7 1.59 0.53 0.31 3.53 0.41 1.11 0.51 0.014 0.59 1.57 34.2 0.54 2.51 12.4 0.61 0.99 2.76 21.2 21.5 0.11 0.029 0.043 0.91 41.03585657370518 0 4.22 4.26 2.6 2.86 6308 550312 283836 47 47.6 0 1.37 0 16.81 0 0.58 10.09 2.38 125.36 31.02 0 5.28 2.2184873949579833 0.9873949579831932 0 8.83 0.2369 0.07982 0.26269 0.015999999999999993 NA NA 1 NA 53.482672233074496 NA NA 36.67561161156576 NA NA
61 1 0 0 0 0 0 0 7.17 2.69 72.1 4.04 12 88.14 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 28.784860557768926 0 6.65 8.05 1.56 2.74 3719 504630 254205 26.3 57.2 9.63 1.37 1.5 0 1.36 1.08 2.8 1.86 83.55 9.48 35.78 2.82 1.5161290322580643 0.4597902097902098 10.89 5.63 NA NA NA NA NA 0 2 0 50.82459187572191 57.2237294453665 49.42690384642104 42.55892295098182 34.20565414478057 52.10879353661604
52 1 57 17 45.5 18.5 0 138 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1.0187110187110184 0 NA NA NA NA NA 215988 182624 NA NA 0 0 0 0 0 0 4.43 NA 83.88 17.02 0 NA NA NA 0 NA NA NA NA NA NA 2 1 3 57.70138290909911 50.48216548719947 49.544107541422655 40.049809349812534 40.96758799635283 32.84521109612797
76 2 19 72 29 47.5 216.5 167.5 4.71 0.32 49.1 20.8 18.9 88.80000000000001 7.27 63.7 24.1 0 0.89 0.16 0.56 0.54 0.2 0.057 1.51 0.27 0.33 0.43 0 2.3 7.86 42.2 1.07 2.77 21.8 0.51 0.74 0.76 4.86 14.7 0.1 0.071 0.13 0.071 58.28685258964143 0 0.9 13.3 4.99 1.13 6552 473928 158193 70.3 27.4 1.12 0.42 0 0 1.36 0 9.12 3.84 71.35 21.91 0.19 4.93 1.2838541666666667 2.565693430656934 3.59 9.89 0.04443 0.16775 0.05071199999999999 0.04317 NA NA 2 NA NA 29.947276195612087 NA NA 40.68397540486951 NA
54 2 8.5 4 4.5 20 0 37 1.78 3.1E-2 32.3 0.57 25 57.87 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1.798336798336798 0 0.43 1.77 1.26 1.24 1971 663876 201204 78.4 18.7 3.23 0 0.96 0 0 0.38 6.08 3.55 26.86 14.87 0 4.18 1.1774647887323944 4.192513368983958 0 8.61 NA NA NA NA NA 1 5 NA 45.77580336295103 NA 42.56544147196782 40.30271640581643 NA 50.890568525696715
62 2 103 32.5 36 29.5 204.5 201 2.85 0.56000000000000005 58.6 7.83 12.9 79.33000000000001 12.1 39.5 32.3 0.014 1.5 0.26 9.34 0.57 0.17 1.03 2.1 0.14 0.47 0.44 0.014 1.09 4.31 34.7 0.76 2.23 24.5 3.2 0.56 2.24 4.57 21.6 0.057 0 0.043 0.13 34.721115537848604 0 1.85 7.74 2.72 1.58 4155 834243.0000000001 380335 63.4 32.7 0 1.37 0 16.81 0 0.74 4.73 2.59 47.47 8.28 0 5.09 1.9652509652509653 1.9388379204892965 0 8.68 0.354054 0.1038 0.420158 0.052180000000000004 NA 1 4 7 29.32695467937527 34.377156702639475 27.31850463674608 39.368354314646055 49.04357435702783 49.477225109356134
47 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 38.50311850311849 0 NA NA NA NA NA 391716 271674 NA NA 0 0 0 0 0 0 6.55 NA 43.59 14.7 0 NA NA NA 0 NA NA NA NA NA NA 4 2 5 40.128389585823726 52.058096121488504 41.31316555145094 45.60568885305657 34.865085701750516 31.505501979074257
39 1 35 0 0 19.5 19 54.5 2.95 0.35 33.9 11 25.5 70.4 20.2 31.2 41.8 0.19 0.69 0.086 2.06 0.13 0.2 0.071 2.39 0.26 0.14 0.51 0 0.27 0.41 17.2 0.17 2.11 29.5 0.67 0.53 5.04 15.8 26.9 0.17 0.043 0.34 0.91 35.47808764940239 0 1.09 2.63 1.56 1.12 3755 408442 162401 63.3 33.3 0 0 0 1.33 0 0 2.62 2.98 20.34 13.53 0 3.35 1.1241610738255035 1.900900900900901 0 7.13 0.088323 0.0787 0.09540299999999999 0.012900000000000002 NA NA 0 NA 52.64633646776274 59.46604584897353 NA 44.291675148836234 26.29392120115653 NA
53 2 30.5 38.5 45.5 0 0 114.5 1.1000000000000001 3.2000000000000001E-2 81.3 2.86 6.9 91.06 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.35966735966736 0 0.82 2.13 0.95 0.88 1992 221960 357740 72.8 24.3 0 0 0 0 0 0 4.51 2.22 36.13 10.71 0 3.19 1.4369369369369367 2.995884773662551 0 6.51 NA NA NA NA NA 3 4 NA 31.720489816212996 NA 12.825767535856116 50.16012201552436 NA 53.798695620980446
60 2 158.5 83 64.5 111.5 0 417.5 1.0900000000000001 4.1000000000000002E-2 32.5 0.33 16.6 49.43 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1.6216216216216213 0 0.75 1.79 1.42 1.32 1527 302562 367146 67.3 29.8 0 0 0 0 0 0.38 6.71 1.78 70.22 8.41 5.06 3.2 1.7977528089887642 2.2583892617449663 0 5.56 NA NA NA NA NA 6 1 NA 41.001607615871194 36.53849050473104 28.25494189330534 47.97171838361949 44.10953252556812 38.46635092122795
52 1 0 14.5 0 0 0 14.5 3.25 8.6999999999999994E-2 60.7 8.41 23.3 92.41 10.6 49.1 34.3 0.21 2.39 0.54 0.11 1.27 0.24 0.057 0.47 0.086 0.43 0.19 0 0.94 1.99 28.2 2.14 1.27 24.1 1.09 0.39 3.39 6.4 29.1 0.37 0.1 0.33 0.26 3.486055776892431 0 1.54 4.9 1.39 1.2 4763 499125 297825 68.3 20.7 283.05 57.82 39.77 35.01 84.96 2.6 13.62 2.54 21.72 36.28 92.53 5.97 2.3503937007874014 3.2995169082125604 115.08 9.72 0.043324 0.06290000000000001 0.01834 0.009000000000000001 NA 5 5 5 43.45358384253158 28.46693894704017 20.904304800693577 36.894382927088714 47.049310875994 36.21056777055267
39 1 18.5 5.5 19.5 20 122 63.5 15.9 4.99 67 2.21 15 84.21 17.7 49.6 26.9 0.16 1.76 0.2 0.26 0.49 0.17 0 2.06 0.1 0.21 0.36 0 0.34 0.71 14.6 0.64 2.86 28.9 2.01 0.14 6.59 6.6 35.8 0.29 0.086 0.13 0.24 4.04382470119522 0 0.82 3.14 0.64 1.2 2700 481924 312280 58.6 23.3 0 0 0 0 0 0 2.42 2.15 58.11 10.16 0 3.89 1.8093023255813956 2.515021459227468 0 6.97 0.14480600000000002 0.22546999999999998 0.134408 0.06718 NA NA 3 7 31.183951720579294 31.7600286748717 NA 43.25323667023197 45.46319799568721 NA
47 1 90.5 36.5 106 21.5 0 254.5 2.58 0.28000000000000003 69.3 0.29 7.78 77.37 27.5 40.1 23.3 0.17 5.36 0.77 0.51 0.4 0.3 0 0.96 0.19 0.23 0.21 0 0.51 1.81 38.4 0.97 0.63 32.4 1.06 0.17 2.39 0.61 20.9 0.057 0 0.043 0.043 0.7569721115537853 0 1.07 3.54 0.9 1.1 3728 568516 88556 51.9 44.2 0 3.76 2.91 0 0.87 0 2.88 2.89 24.15 5.66 0.37 5.77 1.996539792387543 1.17420814479638 0 9.29 0.33393 0.24181000000000002 0.29379999999999995 0.04750999999999999 NA 0 0 0 53.85219487845748 59.41950313713659 55.75889987223477 34.994208022464214 29.70723880967007 51.00157230838332
51 2 26 17 0 0 73.5 43 5.54 1.87 52.4 3.29 23.9 79.59 12.9 50.8 19.8 0.23 2.59 0.23 9.96 0.7 0.19 0.37 1.53 0.16 0.3 0.26 0 0.36 2.76 45.5 2.36 1.56 14 0.91 0.66 5.29 12.5 13.4 0.31 0.071 0.1 0.27 51.693227091633474 0 1.68 5.92 1.32 0.88 7353 221960 357740 35.8 57.7 12.26 1.84 6.09 14.47 5.31 1.34 3.04 2.5 32.59 8.42 83.17 2.92 1.168 0.6204506065857884 15.5 6.2 0.059340000000000004 0.12100999999999998 0.014240000000000003 0.10609000000000002 NA NA 5 3 45.881013877956335 51.89976250528275 NA 41.75933930870008 36.280446400225614 NA
36 1 0 20.25 0 21.25 31.25 41.5 2.38 0.21 67.1 0.43 12.2 79.73 36.2 41.4 12.5 0.071 1.04 0.2 3.43 0.086 0.34 1.01 1.04 0.37 0.14 0.47 1.74 0.27 0.61 13.8 0.67 1.66 51.3 0.86 0.34 1.59 3.59 24.7 0.24 0.057 0.071 0.24 55.179282868525895 0 0.5 2.04 1.07 1.11 2084 936100 188600 48 38 0 0.66 0 0 0 0 7.24 3.2 54.41 9.15 0.19 5.21 1.6281249999999998 1.263157894736842 0 9.36 0.03646 0.03499999999999992 0.13645999999999997 0.02633000000000002 NA 4 3 13 32.963959459852916 34.291290967786026 25.498577620214924 46.528291264499124 41.7758511745837 24.66405554120137
66 2 0 0 0 0 129 0 1.03 6.5000000000000002E-2 79.4 2.62 7.58 89.60000000000001 11.5 57.5 20.7 0.34 3.06 0.36 2.29 0.8 0.3 0.99 1.03 0.27 0.63 0.2 0 1.1 6.36 19.4 1.96 0.89 29.2 0.16 0.21 4.07 28 5.71 1.5 0.71 0.64 0.029 45.45816733067729 0 3.02 11.4 2.5 2.46 4457 302562 367146 43.1 52.3 4.5 6.88 0 16.51 7.94 0 3.9 2.09 65.05 15.74 2.07 4.25 2.0334928229665072 0.824091778202677 5.39 7.02 0.13326000000000002 0.055740000000000005 0.22878 0.14024000000000003 NA 2 4 11 31.930213034879216 36.11840875649927 40.666504010279695 41.87398056444425 44.394110462533135 30.427316263160474
70 2 0 3.5 0 0 289 3.5 0.53 0.12 80.5 4.72 9.65 94.87 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 42.52598752598752 0 0.85 3.49 1.41 1.01 4466 458766 163514 66.9 30.5 0 0 0 0 0 0 17.12 1.8 41.17 12.6 0 9.38 5.211111111111111 2.19344262295082 0 12.47 NA NA NA NA NA NA 1 NA 30.481025234653686 26.36337206286335 NA 45.113294535150814 54.47547385726347 NA
53 1 0 0 0 0 12.5 0 0.78 2.2399999999999998E-3 60.6 19.3 5.65 85.55000000000001 26 52.4 13.3 0.014 4.54 0.59 0.89 0.46 0.13 0 0.74 0.23 0.23 0.4 0 0.47 0.63 7.14 2.59 2.4 80.5 0.6 0.19 1.01 0.23 3.87 0.14 0.13 0.11 0.029 1.812749003984064 0 0.85 1.93 0.83 0.78 868 454832 322896 81.4 16.4 0 1.6 0 1.33 0 0 4.97 2.98 47.11 22.43 12.7 6.85 2.2986577181208054 4.963414634146342 0 11.5 0.11100000000000002 0.78391 0.03266999999999997 0.21490999999999993 NA NA 3 NA 34.92528935258567 NA NA 46.4150571034923 NA NA
46 1 8 4.5 4 5 0 21.5 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.9563409563409561 0 NA NA NA NA NA 148069 322036 NA NA 0 3.97 4.27 0 0.41 0.23 2.66 NA 44.54 5.16 0 NA NA NA 0.06 NA NA NA NA NA NA 2 2 4 41.424110632949755 55.579826660471184 49.824324359106036 48.04154298801066 44.66556888477914 36.78593401574116
58 1 0 0 0 0 50.5 0 2.85 1.7999999999999999E-2 69 0.07 13 82.07 13 37.2 39.6 0.2 2.26 0.47 2.83 0.46 0.21 0.54 1.41 0.21 0.29 0.23 1.16 1.2 3.57 29.8 0.96 0.76 13 0.39 1.04 3.09 19.7 25.7 0.27 0.23 0.13 0.17 33.08764940239044 0 1.04 6.65 2.92 1.09 5543 485305 394010 52.4 37.2 0 0 3.12 0 0 0 15.43 2.58 69.14 12.2 0 3.33 1.2906976744186047 1.4086021505376343 0 8.68 0.11098 0.25067 0.10591000000000002 0.13272000000000003 NA 2 4 8 36.057156601319434 35.19096606061613 29.388669052755205 40.6218594057641 39.582643446510204 52.88160813844093
62 2 0 0 0 0 0 0 3.57 0.5 57.6 0.38 7.84 65.82000000000001 3.11 36.8 56.2 0.071 1.24 0.11 0 0.39 0.086 0.029 1.39 0.071 0.23 0.23 0 0.21 0.33 9.61 1.43 0.79 30.3 0.46 0.13 6 5 33.5 8.33 2.66 1.09 0.26 6.1155378486055785 0 1.2 2.35 1.36 0.92 2401 349806.00000000006 152067 70.8 18.5 0 0.89 0 2.84 0 0 9.21 2.54 64.7 13.26 0 3.17 1.2480314960629921 3.827027027027027 0 6.36 0.028999999999999998 0 0.020110000000000017 0.521 NA 0 1 1 46.85164861272753 57.88909887952254 58.32508081600759 45.33188506970504 38.27116795810784 49.60093994432915
62 2 0 0 2 10.5 5 12.5 1.24 4.7E-2 73.7 5.76 4.97 84.43 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 24.313929313929314 0 0.84 3.43 2.01 0.89 5119 695267 270986 60.5 36.1 0 0 4.3 0 0 1.96 11.06 2.65 22.27 17.13 74.72 4.72 1.7811320754716982 1.6759002770083102 11.25 8.25 NA NA NA NA NA 3 4 7 34.40070484314771 27.788930289856616 24.225163038143496 45.862001395262595 52.04432329727838 39.83942495402463
47 2 47 57.5 56 0 0 160.5 2.38 9.7000000000000003E-2 44.08 7.18 30.2 81.46 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.270916334661355 0 1.63 1.98 0.83 1.1 540 338988 159900 57 36.6 3.24 1.37 0 0 0 0 4.21 2.16 19.14 11.28 3.23 2.88 1.3333333333333333 1.5573770491803278 3.14 5.61 NA NA NA NA NA 0 0 0 52.21510966730383 54.02727624156148 44.53469795947346 41.968287989337696 40.31904357494017 34.21543829913891
71 1 18.5 16 3.5 4 0 42 4.76 8.1000000000000003E-2 65 0.03 4.58 69.61 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3.96049896049896 0 2.04 7.91 1.87 1.72 3112 415010 420308 71.3 22.7 0 0 0 0 0 0 11.69 2.14 40.61 7.75 0 4.52 2.11214953271028 3.1409691629955945 0 7.86 NA NA NA NA NA 4 5 NA 32.32641293030468 42.97054357518705 28.08042218396176 47.05142483716424 27.753694295103053 58.61516636314705
73 2 0 0 0 0 0 0 0.84 1.7000000000000001E-2 62.5 0.49 16.5 79.49000000000001 22.6 48.8 19.3 0.1 3.39 0.66 0.086 1.11 0.26 0 2 0.31 0.8 0.6 0.014 0.91 1.44 12.5 2.09 3.04 48.4 1.99 0.31 7.53 4.21 16.2 0.34 0.53 0.37 0.13 5.657370517928287 0 2.15 5.33 1.68 2.46 17773 458766 163514 69.3 24.7 1.12 0.42 0.83 1.33 0 0 3.52 1.29 35.88 18 0 4.41 3.4186046511627906 2.805668016194332 5.39 6.62 0.00728 0.022 0.15864 0.29300000000000004 NA 4 5 4 31.933747928074837 38.37403504095656 41.95063411501814 43.300889238216016 44.56158737601457 34.70257006814029
61 2 0 0 0 0 0 0 1.35 0.46 69.8 2.95 12.5 85.25 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1.3097713097713095 0 0.97 3.54 0.89 1.33 2572 568516 88556 84.1 13.1 0 0 0 19.15 3.47 0 39.79 2.69 67.45 13.68 0 3.24 1.204460966542751 6.419847328244274 0 6.76 NA NA NA NA NA 7 4 15 36.8434791563002 30.17625608777675 19.028554900195278 37.86785036503121 48.831893154331155 34.54559571623261
61 1 0 0 0 0 50 0 NA NA NA NA NA 0 43.6 30.9 20.8 0.27 1.53 0.29 0.5 0.19 0.41 0 0.91 0.17 0.29 0.14 0 1.17 2.13 41.4 0.086 0.54 33.9 0.34 1.23 1.54 15.3 2.31 0.014 0.014 0.029 0.014 26.73306772908367 0 0.49 4.39 2.39 0.54 6157 597680 324868 50 43.6 19.14 10.63 19.6 0 10.26 0.52 3.85 2.48 9.87 12.65 7.59 3.72 1.5 1.146788990825688 39.55 6.82 0.16900000000000004 0.12223000000000002 0.10400000000000002 0.06108000000000002 NA 1 1 3 39.31346072724483 49.35945209561623 40.71700531550697 37.56724999824311 33.7374225672391 41.77816366706775
28 1 0 0 0 0 0 0 2.65 0.47 36.7 6.2 26.4 69.30000000000001 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 21.257796257796254 0 1.17 2.53 1.81 1.21 1731 581625 209550 66.5 28.2 0 0 0 0 0 0 2.3 2.89 11.79 6.01 0 2.62 0.9065743944636678 2.3581560283687946 0 6.22 NA NA NA NA NA NA 1 6 45.18337801764332 50.87937729677419 NA 35.524159044992345 23.079537652555807 NA
64 1 0 0 91.2 10.7 58.7 101.9 2.89 0.35 68 4.42 19.3 91.72 19.9 31 16.1 0.2 8.86 2.14 10.2 1.83 0.19 1.7 3.11 0.6 1.81 2.29 0 1.89 7.11 52.6 0.74 0.31 5.43 0.96 1 0.91 21.4 7.23 0.13 0.2 0.043 0.057 45.67729083665338 0 5.44 16.5 3.57 7.04 10235 204125 339250 35.5 59 1326.01 222.96 71.72 23.51 382.15 3.49 10.86 0.78 139.45 43.17 63.65 4.12 5.282051282051282 0.6016949152542372 381.33 5.75 0.06243 0.048130000000000034 0.034860000000000016 0.00221 NA NA 0 NA 37.106421790704026 NA NA 48.5797880091671 NA NA
64 1 23 10 23 36 75.5 92 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 26.73596673596673 0 NA NA NA NA NA 204125 339250 NA NA 12.92 6.26 20.62 0 11.84 0.28 3.47 NA 36.45 15.45 20.6 NA NA NA 48.17 NA NA NA NA NA NA NA 2 2 50.50351453314886 52.05771529162625 NA 44.90496298449657 38.40953081462284 NA
45 1 88.5 76.5 14.5 21.5 0 201 4.58 4.1000000000000002E-2 24.9 10.5 22.4 57.8 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3.7250996015936257 0 0.43 0.9 1.61 0.96 2350 253590 219350 70.6 24.2 0 0 0 0 0 0 2.67 2.74 63.66 18.69 0 3.69 1.3467153284671531 2.9173553719008263 0 6.95 0.049247 0.14201 0.028251 0.09925999999999999 NA NA 0 0 55.13605367069365 57.1135514762197 NA 42.35968977882882 27.160004304058955 NA
43 1 0 9.5 12.5 4.5 117 26.5 5.17 1.52 75.3 1.1 10.6 86.99999999999999 10.7 57 20.8 0.19 3.74 0.43 0.27 3.11 0.14 0.029 2.01 0.26 0.7 0.6 0.029 1.06 2.37 11.5 2.47 2.99 19.7 2.77 0.36 18.7 9.01 25.4 1.49 0.34 0.37 1.43 36.75298804780877 0 4.1 6.04 1.7 1.62 3972 427196 84588 69.9 19.2 0 1.85 0 0 2.42 0 4.84 2.66 80.82 10.53 0 3.81 1.4323308270676691 3.6406250000000004 0 7.4 0.057567 0.03297 0.022527 0.06496999999999999 NA NA 1 2 53.08063509068654 NA NA 37.116699692742955 NA NA
77 2 0 0 0 0 158 0 0.94 7.5500000000000003E-3 78.7 3.06 9.31 91.07000000000001 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 30.83160083160083 1 1.56 7.19 2.67 1.19 7829 702150 170328 76.8 16.6 0 0 0 0 0 0 5.15 1.48 29.48 4.43 0.72 4.38 2.959459459459459 4.626506024096385 0 6.67 NA NA NA NA NA NA 1 NA 36.90796195315939 35.224985669118816 NA 44.46445311116369 45.96512335405484 NA
31 1 0 0 6 6 0 12 7.29 0.6 63.6 14.4 14.6 92.6 10 16.5 63.6 0.31 1.34 0.34 0.5 0.93 0.23 0.11 2.64 0.43 1.8 1.24 0 0.44 0.73 25.7 0.24 0.63 13.1 0.83 0.2 14 31 12 0.1 0.1 0.057 0.81 4.6812749003984075 0 3.93 2.57 1.9 5.04 7222 446080 207400 39.5 51.9 0 0 0 6.55 0 0 15.09 1.76 51.09 7.04 0 3.19 1.8125 0.7610789980732178 0 5.75 0.058550000000000005 0.57466 0.03673 0.51112 NA NA 0 NA 54.2656140789829 NA NA 39.00251326807723 NA NA
79 1 57 50 21.5 52 113 180.5 1.33 4.5999999999999999E-2 68.4 12.4 8.12 88.92000000000002 33.8 29.8 20.4 0.47 3.97 0.59 4.69 0.6 0.27 0.77 3.04 0.37 0.37 0.77 0 0.89 1.9 39.3 0.79 1.76 30.5 7.19 0.77 6.34 7.84 2.56 0.043 0 0.043 0.029 20.099601593625497 0 1.73 5.85 1.69 1.4 4014 517096 65823 73.9 21.5 0 0 0 0 0 0 2.63 1.05 56.7 11.02 8.7 6.02 5.7333333333333325 3.4372093023255816 0 8.279999999999998 0.22592 0.02 0.272 0.02 NA NA 2 NA 29.031360178558664 NA NA 42.42105273443562 NA NA
56 1 0 0 0 0 0 0 9.2200000000000006 1.43 54.1 6.6 30.2 90.9 10.9 48.7 32.9 0.043 1.64 0.69 0.57 0.64 0.33 0.19 1.34 0.33 0.56 1.19 0 0.37 0.86 26.1 0.99 1.03 21.2 3.5 0.23 2.43 12.2 30.5 0.14 0.014 0.029 0.37 4.900398406374503 0 1.81 2.58 0.85 2.4 4257 253590 219350 47.4 41 0 0 0 0 0.83 0 1.16 1.62 78.67 10.44 0 3.16 1.9506172839506173 1.1560975609756097 0 5.35 0.05009000000000001 0.5812299999999999 0.028329999999999987 0.44031999999999993 NA NA 0 1 46.871824950822656 50.918711233874774 NA 46.19314079570493 41.69213183341171 NA
57 1 15 14 19.5 26 304 74.5 4.09 4.2000000000000003E-2 73.7 5.46 14.6 93.75999999999999 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 36.88149688149688 0 1.52 10.6 2.99 1.52 6107 675024 161007 57.1 37 0 0 0 0 0 0 8.48 2.52 42.61 14.09 0 5 1.9841269841269842 1.5432432432432432 0 8.44 NA NA NA NA NA NA 3 3 37.15608878751621 41.64857542863237 NA 38.42936773570141 43.1115823685312 NA
53 2 67 69 61 56.5 0 253.5 2.87 6.3E-2 50.1 8.31 21.3 79.71000000000001 12.4 50.6 31.5 0.014 1.69 0.24 0.49 0.53 0.16 0.014 1.5 0.11 0.37 0.46 0 0.83 1.29 8.2 1.6 2.93 48.1 1.8 0.086 12.6 0.56 21.5 0.17 0 0.13 0.21 1.9521912350597614 0 1.5 3.97 1.53 1.43 852 NA NA 70.5 25.4 0 0.18 0 0 0 0 2.43 2.47 63.67 7.94 0 5.19 2.1012145748987856 2.7755905511811023 0 8.25 0.0741 0.03351 0.16355999999999998 0.24453000000000005 NA NA 4 6 26.221588802593708 48.126579882502966 NA 39.72296037812518 22.673535549599 NA
28 2 23.5 36.5 0 0 31 60 2.42 6.7000000000000004E-2 68.2 2 15 85.2 18.8 35.3 42.4 0.14 0.66 0.043 0.043 0.23 0.1 0.029 1.86 0.071 0.1 0.3 0 0.24 0.26 3.16 0.21 2.54 20.3 0.66 0.086 3.53 1.51 66.2 0.26 0.029 0.086 0.86 17.729083665338646 0 0.52 1.03 0.42 0.83 1587 449280 355680 55.7 38.8 1.12 5.43 0 0 0 0 1.87 NA 11.79 6.29 0 NA NA 1.4355670103092786 0 NA 0.02449 0.0496 0.00749 0.059469999999999995 NA NA 1 NA 35.54985648299395 NA NA 37.87364478888433 NA NA
60 1 45.17 23.17 17.67 10.67 787.17 96.68 NA NA NA NA NA 0 24.1 41.4 16.1 0.3 1.53 0.33 10.1 0.29 0.2 1.44 1.69 0.31 0.29 0.34 1.67 0.3 1.16 33.6 0.97 1.41 32.5 0.3 0.4 4.33 21 3.46 0.33 0.13 0.086 0.014 31.075697211155383 0 0.77 2.88 1.4 0.92 4103 452018 286304 50.5 41 0 0 0 0 0 0 4.26 3.72 61.51 22.46 0 4.98 1.338709677419355 1.2317073170731707 0 9.61 0.03696000000000001 0.063 0.031180000000000003 0 NA NA 1 NA 40.53802891758682 28.393432444794335 NA 40.1584359587557 43.80919992841342 NA
