Datasets:
Jackie Grant
jackie-grant/
BasketballPlayerInjury
0
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[3d7140]: / basketball_injury_biomechanical_dataset.csv

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# Player_ID Age Height_cm Weight_kg Position Injury_Type Injury_Severity Rehabilitation_Program Rehabilitation_Time_weeks Injury_Recurrence Date_of_Injury Rehabilitation_Efficiency_Score knee_angle_deg jump_height_cm ankle_flexion_deg speed_m_s reaction_time_ms
1 1 24 195 108 Center ACL Tear Severe Physiotherapy 7 0 2017-12-19 0.86285975419418 78.32763800405557 77.70519055567505 37.926663208852865 56.57846857170868 64.25974745501983
2 2 32 183 87 Forward Ankle Sprain Mild Physiotherapy 8 0 2017-08-10 0.8067075979678949 32.751849788876925 83.21595019227806 98.93888392736342 71.32064597603654 45.484660927372154
3 3 28 208 109 Center Knee Injury Moderate Flexibility Exercises 3 0 2018-11-21 0.7091215181453094 85.95872792363298 71.6947118425491 88.72286605121539 48.764454857601336 99.13676055976529
4 4 25 196 70 Forward Shoulder Dislocation Moderate Strength Training 11 0 2017-07-18 0.9663642416770066 73.95302726436354 63.010333198511084 38.72638768422868 73.69042354943937 96.08415377806293
5 5 24 178 80 Guard Shoulder Dislocation Moderate Balance Training 3 1 2015-03-05 0.9330319447502042 35.72313223642104 58.8288639903088 94.45893178321606 58.65881565338683 32.759876795795414
6 6 28 184 97 Guard Ankle Sprain Severe Physiotherapy 11 1 2018-05-29 0.5226093350530947 91.15050368747441 54.42077865800967 90.89274534434898 68.64330265963861 79.3902620760982
7 7 28 184 94 Guard Knee Injury Moderate Physiotherapy 2 0 2015-03-16 0.5131834872486261 94.46106803722692 95.06704009734781 66.31866399882504 60.52885703947217 94.7673822190966
8 8 21 195 92 Forward Ankle Sprain Mild Physiotherapy 9 0 2014-05-26 0.6882316834390247 34.275457189840466 88.14335854514104 71.38928050214506 50.61260316793424 42.64027415891334
9 9 25 182 100 Center Ankle Sprain Moderate Balance Training 2 1 2017-06-07 0.9052766653909164 49.38143537030426 97.55188374665588 57.93018927090912 96.39173148735097 69.75616613868407
10 10 20 201 99 Center Shoulder Dislocation Mild Strength Training 10 0 2016-12-20 0.9936380646574723 86.4340895855143 38.70080564398813 33.833314717542194 83.45240559118326 94.08418083116293
11 11 19 208 104 Forward Hamstring Strain Moderate Physiotherapy 7 0 2018-10-23 0.5752084455517641 82.37817832685609 81.1607232642551 53.46380691521307 39.80792230365168 32.37621850100592
12 12 29 201 76 Guard Shoulder Dislocation Mild Strength Training 8 0 2018-10-06 0.7970653576760676 42.91647135494641 95.68383197747265 86.19974140186079 90.79275831285389 78.8194187072788
13 13 23 173 85 Guard Hamstring Strain Moderate Balance Training 11 0 2020-08-18 0.6904454283155108 44.65445263356972 42.68631463159621 30.3242416103222 64.12018387746596 50.81443051607855
14 14 19 199 95 Forward ACL Tear Moderate Strength Training 8 1 2021-10-23 0.9849571989073016 55.93304719539674 34.654738715674426 53.344942018380095 92.61865588258641 94.70773367635712
15 15 18 206 71 Guard Ankle Sprain Severe Strength Training 11 1 2017-02-08 0.9210594615678543 63.916608963371495 81.87844545030413 57.87180855136603 85.98986791631206 97.97407716157575
16 16 29 192 70 Center Knee Injury Moderate Strength Training 4 1 2019-11-14 0.9191643523555689 73.27783400712072 70.21311792259382 67.6176922056546 59.764945312846336 96.09865423794038
17 17 29 208 81 Center Ankle Sprain Moderate Flexibility Exercises 3 0 2014-01-20 0.7343465798974851 55.82395476988407 88.92801437307904 94.38989314889324 31.57285158240822 63.194995166022466
18 18 34 184 74 Guard ACL Tear Moderate Flexibility Exercises 10 1 2015-10-05 0.7074097511688326 62.37743012932035 39.78406636384027 54.24421960561729 48.80741515694623 90.34298556925194
19 19 27 198 106 Guard Shoulder Dislocation Mild Strength Training 9 0 2018-12-16 0.6367035359653531 82.32296566936296 85.66871183019231 54.28672413273594 67.91439502626068 89.11845789745493
20 20 33 205 101 Forward Ankle Sprain Moderate Balance Training 11 0 2013-11-29 0.5281877483254636 32.56782420234185 44.11391240334211 81.62508736768238 74.34347538783031 52.337033127027894
21 21 32 182 78 Guard ACL Tear Severe Balance Training 8 0 2014-04-12 0.9323611881275267 47.67058610408145 41.455916000599316 61.6552558622865 48.05213798032416 88.02408319054742
22 22 32 201 104 Guard Shoulder Dislocation Moderate Flexibility Exercises 10 1 2015-08-05 0.9064505045650388 79.93447101191867 41.49860585516951 45.722337605798735 39.75492518509769 32.59053443008448
23 23 29 176 88 Guard Knee Injury Mild Flexibility Exercises 5 1 2015-11-14 0.9998588366430653 92.66447863810396 87.02023041619674 61.67076612928854 88.44511657595095 71.73889149374372
24 24 20 191 85 Guard Ankle Sprain Severe Balance Training 5 0 2017-03-18 0.9983184185369527 65.81742094809663 76.563805448734 39.85999142658599 98.90815264924865 46.100618610139215
25 25 22 197 72 Center Shoulder Dislocation Mild Strength Training 2 1 2016-10-07 0.7777158528013137 67.24794396857209 66.61457973383835 42.34708905543563 66.79831276118801 38.43968200440952
26 26 24 171 89 Forward Ankle Sprain Moderate Balance Training 9 0 2018-06-01 0.8844937075902553 37.502040793784325 55.118133888645175 64.88574409176358 42.017550009381246 35.38672411404464
27 27 26 175 93 Forward Knee Injury Mild Physiotherapy 4 0 2020-09-18 0.9723828649412141 61.318865677641824 91.40403785691758 59.32478146531835 49.061512856355826 78.74021431146979
28 28 24 197 102 Forward ACL Tear Severe Flexibility Exercises 8 0 2015-01-20 0.9248236953387057 67.28320865185162 57.47115751958448 94.039213074767 31.28734735832267 53.791247463764634
29 29 21 197 93 Guard Hamstring Strain Moderate Strength Training 3 0 2016-01-28 0.6236740508715988 46.97293525443108 87.1619607630104 55.367572938164315 94.00091645923493 80.73367400701329
30 30 31 189 80 Forward Ankle Sprain Severe Strength Training 3 0 2016-04-03 0.7252720676550468 48.84702616645667 60.73944359991529 70.64118451946304 38.24257580230988 34.574943855925966
31 31 26 199 77 Center Shoulder Dislocation Mild Strength Training 8 0 2017-08-06 0.5645797075757475 56.409891417323585 56.38611005974353 74.25850015436713 70.35615328599775 52.07032364814272
32 32 19 180 105 Guard Ankle Sprain Severe Strength Training 7 0 2019-03-03 0.9770255136293612 31.404983844440846 62.38758499687245 30.916611961183353 49.18386544810442 67.7643904662736
33 33 32 197 107 Guard Ankle Sprain Severe Physiotherapy 4 0 2020-06-21 0.80308731722544 52.54554159082248 51.09645119148995 76.44761604116974 68.79246017610554 85.35062153872744
34 34 24 194 109 Forward ACL Tear Mild Balance Training 10 0 2019-04-10 0.6143214027517314 44.801360489758125 82.33265661233759 42.4625176808826 75.59942718463049 52.312675205244894
35 35 29 208 89 Center Hamstring Strain Severe Physiotherapy 11 0 2020-05-13 0.8358503422029284 52.924814652454025 65.19042730647354 97.27492222286186 88.08192625950412 73.81239635059063
36 36 25 202 104 Guard Ankle Sprain Moderate Flexibility Exercises 7 0 2014-04-29 0.8090641202289479 38.38334922734759 46.25488866027721 40.406390942717906 44.44948902324222 92.0184423765331
37 37 32 170 94 Forward Shoulder Dislocation Moderate Strength Training 11 0 2015-03-10 0.6790813590164202 92.33690965179264 92.9702201292198 59.023688660891665 30.769708006093634 73.11042317276133
38 38 20 196 104 Guard Hamstring Strain Severe Flexibility Exercises 11 0 2017-02-17 0.5567787960998145 71.5514717487834 56.8723854961248 35.974476765505074 39.58199410481651 46.30716323275436
39 39 31 182 94 Center Hamstring Strain Severe Strength Training 7 0 2017-12-31 0.8357865977963999 77.53716234011426 68.04870027797921 99.78119762921631 93.00130492936736 31.70805470895766
40 40 34 172 98 Forward ACL Tear Severe Physiotherapy 2 0 2016-01-23 0.7601538504518967 85.24198670251369 93.45304776751829 65.15365072318698 91.17230542937607 90.90692117306509
41 41 21 208 87 Guard Ankle Sprain Severe Strength Training 5 0 2016-05-07 0.8861591958678197 64.89095392503401 73.69665971397944 71.67695121240307 71.81891715192158 31.4888587595271
42 42 25 175 87 Forward Knee Injury Moderate Flexibility Exercises 11 1 2016-05-12 0.7600817505559967 36.084420166119656 38.18286284958548 34.69535341718992 72.03618023035574 91.22911708789397
43 43 21 177 71 Center ACL Tear Severe Balance Training 7 0 2016-12-05 0.9260907501592701 67.59745792729834 95.78824865294325 82.49723292794245 76.55256721823788 67.02559938190484
44 44 19 196 104 Center Shoulder Dislocation Severe Flexibility Exercises 7 0 2014-03-04 0.7759534193872428 71.07887826146154 73.93956371499925 44.693391516691 42.27598950364147 95.73473889590274
45 45 23 178 85 Guard Hamstring Strain Severe Strength Training 6 1 2019-07-28 0.7804689857676932 82.1807631929031 53.44339302599603 92.86380026084996 94.00883621474719 85.91482650415658
46 46 27 206 105 Guard Ankle Sprain Severe Strength Training 2 0 2015-09-06 0.9383268013291726 60.21616823607756 39.74904508643711 44.3597748337405 59.31393674244512 99.85538773733363
47 47 21 202 102 Center Knee Injury Severe Physiotherapy 9 0 2021-04-02 0.7017414331061985 38.93062119568946 85.58176324892071 43.34814044645666 56.81969697746482 54.54982708161971
48 48 29 193 73 Forward Shoulder Dislocation Mild Strength Training 6 0 2019-11-20 0.5670076142253204 49.864313405910714 73.40509291499595 32.55847674936664 66.32423936979862 83.70318022517888
49 49 19 184 102 Guard Shoulder Dislocation Mild Flexibility Exercises 6 0 2018-11-17 0.5143913381566695 55.41576074790446 67.34227643834251 63.04468615769995 33.28761767425385 58.13516395264695
50 50 27 201 83 Center ACL Tear Moderate Balance Training 8 0 2016-01-14 0.8775686278368096 75.2142068932121 92.57248081356704 69.53887932838315 41.639835812925554 63.59129342127362
51 51 21 201 90 Guard Shoulder Dislocation Severe Physiotherapy 5 0 2017-01-06 0.8101547756767323 69.95448132682384 85.20180478571714 34.599604759984665 81.66235314984593 73.9253824252859
52 52 31 193 89 Forward Ankle Sprain Mild Strength Training 7 0 2014-01-09 0.8520398840496117 54.92677081284924 40.61724158129258 84.28693316865073 35.79590675475885 91.15739799304372
53 53 33 181 77 Forward Ankle Sprain Mild Strength Training 5 0 2021-11-02 0.6064820807544553 99.05606741550858 51.82054474568838 61.73021843236194 72.22064766264717 98.88584284395066
54 54 32 208 76 Forward Shoulder Dislocation Moderate Balance Training 4 1 2014-05-12 0.5681857377933849 72.4042373549821 47.3942397870126 66.7073188529306 47.17443767769247 83.77913897051627
55 55 25 171 72 Center ACL Tear Severe Flexibility Exercises 8 0 2021-07-03 0.507272332833941 46.60587542151961 82.07624048008739 60.853392285675966 57.25069298293836 59.243674751713364
56 56 31 172 86 Center Knee Injury Severe Flexibility Exercises 9 0 2017-03-27 0.6752937794032985 37.12477308342826 32.347270431504555 58.05341426127282 50.20856157394899 59.494990159394916
57 57 25 206 102 Center Knee Injury Severe Flexibility Exercises 5 0 2018-06-17 0.7949588434273165 40.70013974290324 69.89227794099216 69.17482319157526 54.89709015254644 81.6307611112224
58 58 33 186 81 Guard Shoulder Dislocation Moderate Flexibility Exercises 3 0 2017-03-25 0.6961220225498661 47.21704098691557 83.37210800184835 40.86681721514988 80.33321336289718 46.71440020378117
59 59 30 171 91 Center Ankle Sprain Moderate Physiotherapy 11 0 2018-05-31 0.7187374610118645 41.2476961281689 91.37359457332246 42.73496913466898 50.79852009362225 37.733187919197626
60 60 32 171 91 Forward ACL Tear Moderate Physiotherapy 4 0 2018-01-24 0.9520793472468743 43.0596916835914 53.94572241011352 90.32499347094621 69.6483248207828 54.82355103485436
61 61 30 197 99 Center Knee Injury Severe Strength Training 2 0 2019-07-17 0.6741277335116502 49.956661808569294 87.48801132704091 96.2280823493543 63.32352815393698 50.10672941578572
62 62 26 192 107 Guard ACL Tear Severe Physiotherapy 9 0 2017-03-31 0.7569947445799055 42.13615167063284 37.744221586864505 56.131652139582705 76.45698157538537 50.741568431919305
63 63 32 206 107 Guard ACL Tear Mild Strength Training 4 0 2018-01-18 0.8918265063705715 92.77357972384976 89.25166042141628 48.952127120048765 95.57808175273306 46.35254257349369
64 64 30 201 77 Center ACL Tear Moderate Balance Training 11 0 2016-12-31 0.6982713911606351 35.61636219631495 38.92420636323877 75.07996802673111 81.28004680471753 32.946523274545335
65 65 18 202 96 Forward Shoulder Dislocation Mild Strength Training 8 0 2017-08-18 0.8110433501139367 66.71579726991783 57.81011033922571 58.61139197686675 45.04582650135298 31.251175431338968
66 66 24 170 96 Center Knee Injury Moderate Physiotherapy 11 0 2021-03-17 0.9311818543733725 58.72777788927631 85.81067560456876 31.77704489622414 32.18281945428993 99.14056728152221
67 67 26 188 103 Guard Shoulder Dislocation Severe Flexibility Exercises 6 1 2015-02-04 0.9747603118288211 98.76650318360245 40.49421991441417 40.93068181563332 48.358483100987755 59.94411936151036
68 68 18 171 90 Center Ankle Sprain Severe Balance Training 11 1 2016-08-22 0.573536740464519 37.842723151763664 46.0475976662849 80.11805601931783 71.65545514901784 56.90286530117771
69 69 29 195 99 Center Hamstring Strain Severe Strength Training 6 0 2017-07-06 0.9632938125807472 57.84989193320192 80.55767978751464 76.12467593371059 33.599806943897526 77.57530978851489
70 70 25 201 102 Forward Shoulder Dislocation Severe Physiotherapy 8 1 2021-06-05 0.7460581465397691 97.86293032927583 80.4025575582252 31.896719475243845 64.74563730408654 45.27777215055449
71 71 28 175 97 Guard ACL Tear Mild Strength Training 10 0 2021-07-23 0.6291221941494791 90.58549881257862 74.8803343019708 45.53805133530646 71.77899942418225 96.49728287651577
72 72 34 201 102 Guard ACL Tear Severe Balance Training 6 0 2016-06-15 0.7295678781191306 87.19504496644959 78.576391112697 46.175235761165 53.397072357187255 85.04415100908864
73 73 25 173 74 Forward ACL Tear Severe Balance Training 2 0 2014-10-14 0.9900162876427385 48.05319789314579 67.99071103433172 77.03249205191099 83.96385426220753 36.258770161858166
74 74 20 180 88 Center Hamstring Strain Mild Physiotherapy 11 0 2015-08-20 0.7463090469964349 41.96213111730461 47.625934123486694 31.37973764280549 37.461877719364026 59.230654304944984
75 75 20 186 73 Guard Shoulder Dislocation Severe Physiotherapy 11 0 2014-10-29 0.664375805143754 76.80502539471017 54.19871954527436 37.28760073892017 35.25964472150661 91.53828152935154
76 76 18 207 104 Center Ankle Sprain Moderate Physiotherapy 2 0 2016-08-18 0.8167004271583629 95.05631923893101 42.7118401760998 85.99412597612326 80.97321293425223 96.13124156039872
77 77 22 193 86 Center Shoulder Dislocation Moderate Balance Training 3 0 2016-12-10 0.6200728093890966 68.97340251097509 93.59153929335397 42.49812634380335 64.68439213443389 62.718105787490884
78 78 27 174 97 Center Hamstring Strain Severe Physiotherapy 7 0 2017-07-24 0.5379316640543319 70.01288826289299 70.83742563362844 75.69222754963123 78.18816774994153 72.93879724474954
79 79 24 203 99 Forward Ankle Sprain Moderate Strength Training 10 1 2021-04-06 0.5644398609553246 49.59853655621989 58.05959917345479 46.67279467327086 60.437913702262236 41.69237622644526
80 80 26 175 98 Guard ACL Tear Moderate Physiotherapy 9 0 2014-01-19 0.5640229194788862 83.86450532343558 62.340406255089285 36.960897493154164 47.24814232673748 99.38180382958836
81 81 24 191 75 Guard Ankle Sprain Severe Flexibility Exercises 6 0 2021-04-28 0.5759513467561472 43.093062399026635 96.30983377282708 47.02205336996178 87.33716223719398 46.21701909684104
82 82 26 180 104 Forward Hamstring Strain Severe Strength Training 2 1 2015-04-14 0.5694135863247051 52.657546548297056 40.73459821812561 80.55868522989614 85.95911152782855 95.99122418945879
83 83 25 185 106 Guard Knee Injury Mild Flexibility Exercises 8 1 2021-06-01 0.8204373724016073 59.780550703149174 71.0360882411758 89.89875276744 78.62875295980987 75.4752654294658
84 84 29 202 93 Forward Shoulder Dislocation Mild Balance Training 6 1 2016-03-08 0.5909400421995724 65.53272650791186 65.41220752191262 88.11539051968941 49.05015960609739 72.54157564152014
85 85 19 178 98 Center Knee Injury Moderate Strength Training 7 0 2013-12-01 0.6728336416619316 46.968681269055615 72.80179648042534 57.80284707329184 71.3161466808361 65.88819577115561
86 86 18 175 100 Center Ankle Sprain Mild Physiotherapy 8 0 2015-10-31 0.9483942049530059 38.03857773174425 31.267712867458837 76.76595955994523 55.26817278580188 46.14688682024311
87 87 33 185 104 Center Shoulder Dislocation Severe Flexibility Exercises 4 0 2019-02-19 0.7369808201314362 72.74340297091427 91.0486736260906 44.348900679107466 36.41074513286439 42.35696224038558
88 88 22 198 102 Center ACL Tear Severe Balance Training 11 0 2020-10-14 0.8337788692605136 50.2041387268179 95.24827977385287 50.52034111827093 94.211950282357 45.43403463491227
89 89 20 172 90 Center Knee Injury Severe Strength Training 4 1 2017-02-27 0.5861599356008149 70.68667549958286 69.55932285124462 92.74350729647838 39.5773041643273 43.05067835009782
90 90 29 189 101 Center Shoulder Dislocation Severe Balance Training 6 0 2016-05-07 0.5961445094043354 40.80539006919416 78.76555767138245 30.910134645751523 96.51661476745618 84.57091314967273
91 91 25 205 92 Guard Shoulder Dislocation Mild Physiotherapy 7 1 2019-05-20 0.5204343081332394 63.67980712983722 94.5749566824107 35.98559715981277 61.2204041070569 54.508768141671105
92 92 20 188 102 Center Hamstring Strain Mild Physiotherapy 10 1 2020-09-03 0.5844675315360823 67.281260278611 79.5067044019379 44.552037860221915 42.959305018703375 34.048987359437746
93 93 18 195 72 Forward ACL Tear Severe Balance Training 6 1 2021-06-01 0.6392951695159793 33.62764757756988 40.6777330039983 31.85725427116738 67.93306631648507 97.83718410985679
94 94 20 172 87 Guard ACL Tear Mild Physiotherapy 2 0 2021-06-21 0.5885052421383734 53.56229947357444 70.34018521167692 42.70048045628581 91.10620851134857 91.8650119474398
95 95 22 188 94 Forward Ankle Sprain Mild Physiotherapy 5 0 2016-05-03 0.5443512668785278 39.409027385728194 72.47005324679992 70.81290926787845 81.25574204866928 94.94265982366491
96 96 32 189 100 Center Knee Injury Mild Physiotherapy 6 0 2021-11-25 0.5603179355503004 34.43624793309374 59.68914699116702 59.499718541474856 86.45928035030148 99.64354758525047
97 97 31 201 72 Forward Ankle Sprain Moderate Flexibility Exercises 11 1 2018-02-19 0.7303893840163629 99.29721626729616 81.5510964937306 92.48701977538823 76.11483566975022 42.17266744536411
98 98 20 176 109 Guard Ankle Sprain Severe Strength Training 11 0 2014-11-15 0.6031668592028963 52.56476914823061 95.40569103383103 87.22104932169086 78.45935951624966 57.736941323186116
99 99 18 202 93 Center Shoulder Dislocation Mild Balance Training 6 0 2018-03-27 0.6821349305240377 86.69121120982444 94.78979590347434 53.927214618851316 89.44369560957236 83.07669329928639
100 100 22 209 101 Forward Ankle Sprain Severe Balance Training 8 0 2021-10-30 0.7517086354274285 47.82484583346347 61.55875599828924 48.15964034019048 47.47676062014301 78.72144326376545