Datasets:
Jackie Grant
jackie-grant/
CollegeSportsInjury
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[34a8cf]: / sports_injury_detection_dataset.csv

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# Athlete_ID Sport_Type Session_Date Heart_Rate_BPM Respiratory_Rate_BPM Skin_Temperature_C Blood_Oxygen_Level_Percent Impact_Force_Newtons Cumulative_Fatigue_Index Activity_Type Duration_Minutes Injury_Risk_Score Injury_Occurred
1 A0001 Basketball 2024-01-01 151 20 37.43598433184188 95.49933410568089 135.269734776191 0.4814149638307302 Jumping 22 0.6276438833582227 1
2 A0002 Tennis 2024-01-02 114 20 36.859562143396275 98.44022221918007 147.72735249933385 0.7571333197364816 Running 81 0.7162940123675746 1
3 A0003 Football 2024-01-03 171 19 37.39909611071438 96.20944441777073 81.61721740320323 0.5846516621492958 Jogging 66 0.6589430484778511 0
4 A0004 Soccer 2024-01-04 160 21 36.862745025744935 99.55534351383692 133.46843087381848 0.3869917499927894 Dribbling 80 0.5936309725368798 1
5 A0005 Soccer 2024-01-05 120 22 36.71903166020678 99.19132679772852 178.47401041438604 0.5151909586704329 Jogging 51 0.6360694897496024 1
6 A0006 Baseball 2024-01-06 174 24 36.47059153679115 98.54691483543695 175.25989181825298 0.23963318469329606 Sprinting 32 0.585076484164901 1
7 A0007 Soccer 2024-01-07 174 16 36.90955641665006 99.74422977915565 189.10327708794458 0.7835409413898422 Running 20 0.8708737477828656 1
8 A0008 Tennis 2024-01-08 123 21 36.20879703692629 95.15710910755637 104.88287143353207 0.4160359411584357 Running 53 0.51790084201275 0
9 A0009 Football 2024-01-09 102 22 37.34739244093906 98.6810021253038 97.70743588263781 0.48672041294788154 Running 81 0.5110676423565785 1
10 A0010 Basketball 2024-01-10 121 18 37.24399860771192 96.65121389668202 162.4139008971213 0.4131703845421536 Sprinting 50 0.5706657598348648 1
11 A0011 Soccer 2024-01-11 152 23 36.476297171815105 99.53032942843183 114.66686076455075 0.6095070380697202 Dribbling 83 0.6727537131327442 1
12 A0012 Basketball 2024-01-12 101 20 37.429196291401944 96.33337598330989 63.13229960416709 0.5973392949977558 Jogging 44 0.5301352804363784 0
13 A0013 Soccer 2024-01-13 129 24 37.23780115112335 98.62428249657509 92.42016960057495 0.6291933863174815 Running 57 0.6220168627593157 1
14 A0014 Football 2024-01-14 137 20 36.99946032875256 99.3882350982539 112.78734282972337 0.3608859377671525 Sprinting 33 0.5215636450466329 0
15 A0015 Tennis 2024-01-15 101 24 36.182642866687914 95.20828409191341 93.8774638214378 0.3894010886984396 Sprinting 27 0.45691134150399093 0
16 A0016 Football 2024-01-16 163 19 36.71735103457211 96.98823789796018 99.83083564209824 0.27515073865772477 Dribbling 73 0.5090728716376273 1
17 A0017 Basketball 2024-01-17 159 24 36.759161332270125 98.81154516010969 94.06638592615862 0.5933059831076677 Sprinting 21 0.6557193774799923 0
18 A0018 Soccer 2024-01-18 120 20 36.34882703754807 97.27459444753794 56.22487507746192 0.22387827640139155 Running 75 0.3681640132781577 0
19 A0019 Basketball 2024-01-19 132 24 36.11994809153895 96.33626314896797 145.5642051236664 0.5586094013140754 Jumping 80 0.6448689057807041 1
20 A0020 Tennis 2024-01-20 175 18 37.16508544570754 96.09902674411595 139.5938630530204 0.7218175309109804 Sprinting 41 0.7921692951751773 1
21 A0021 Football 2024-01-21 157 19 36.18305257818659 95.6575913345819 148.00752477180208 0.7344992889737803 Running 54 0.7769238359253589 1
22 A0022 Basketball 2024-01-22 121 24 36.89143612584266 99.2856477992814 78.84648440504412 0.46942265622197704 Jumping 35 0.5152244791826993 0
23 A0023 Basketball 2024-01-23 148 21 37.40467376082549 97.87677701625778 94.3481812418728 0.4755822129278443 Jumping 69 0.5788059543724616 1
24 A0024 Tennis 2024-01-24 158 17 37.31415778889706 95.38192472495729 142.94238904173835 0.24618150980481043 Running 62 0.5293664772774769 0
25 A0025 Soccer 2024-01-25 141 22 36.41662893562389 96.91290161785318 139.9441352689882 0.6024590152658216 Dribbling 36 0.676173642901899 0
26 A0026 Basketball 2024-01-26 159 17 37.2771729563269 96.83866825402555 125.94954640314018 0.6927556522237074 Jogging 77 0.7373273725149938 1
27 A0027 Tennis 2024-01-27 179 17 36.000498759180736 95.90869595354731 102.56198750152961 0.34679303276282786 Dribbling 21 0.5742918372162769 1
28 A0028 Soccer 2024-01-28 114 16 36.02653171441989 97.17753812736095 186.9396507162035 0.45278052898001886 Dribbling 23 0.6033299152062128 1
29 A0029 Soccer 2024-01-29 161 18 36.9038297457643 96.66049682696568 100.96553634482657 0.7033036020591623 Jogging 58 0.7209506707077411 0
30 A0030 Football 2024-01-30 161 21 36.54719732871679 96.70901852746091 118.34287346558774 0.7262722805973729 Sprinting 25 0.7498123470976075 1
31 A0031 Tennis 2024-01-31 146 23 36.57969126173872 98.69513278893979 151.7170746431313 0.34590798815853563 Jogging 88 0.5680044020557324 1
32 A0032 Soccer 2024-02-01 161 24 36.846661636018325 96.11631692752599 131.4532146300146 0.5303423807248187 Jumping 88 0.6649577383257572 1
33 A0033 Football 2024-02-02 150 22 36.287673683387794 98.20929979427677 102.03289645465784 0.3154958903814963 Jogging 39 0.5097808416454059 0
34 A0034 Baseball 2024-02-03 154 19 36.31763302599822 97.85324811940467 115.34671856847648 0.26112725848373397 Sprinting 83 0.5025770144770101 1
35 A0035 Tennis 2024-02-04 163 21 36.726902380528294 97.84046256168934 169.17212267802591 0.7466723008351746 Running 35 0.8141749397622798 1
36 A0036 Baseball 2024-02-05 102 20 37.131380316515795 98.31503673070888 91.71937332299186 0.6923045025392656 Jogging 70 0.6078716245926247 1
37 A0037 Soccer 2024-02-06 150 23 36.92924662711138 97.74191018097827 71.3382859665223 0.6560209410819045 Sprinting 56 0.6493487565074745 1
38 A0038 Tennis 2024-02-07 106 16 36.44603257235526 99.39627557423192 96.97448027446657 0.22925979128788426 Jumping 88 0.3882710425850754 0
39 A0039 Football 2024-02-08 120 16 36.64550576626338 98.3779004597513 177.4301323231852 0.7062372756261546 Sprinting 61 0.7305487701362625 1
40 A0040 Soccer 2024-02-09 172 21 36.255997137825 97.73481625685694 63.348457228452 0.4628264455432303 Sprinting 76 0.5814283466667338 0
41 A0041 Tennis 2024-02-10 138 17 36.11194472150562 99.14881560143823 198.75441100586778 0.4054370739775158 Sprinting 85 0.6314729479946257 0
42 A0042 Tennis 2024-02-11 117 20 37.17404406111623 98.0307328246674 131.1504348391494 0.5278858166152259 Jumping 28 0.5900933431467623 1
43 A0043 Baseball 2024-02-12 103 16 36.39808111378229 96.45572123892589 197.7268615950641 0.2548119456341335 Sprinting 83 0.49679950107879756 0
44 A0044 Soccer 2024-02-13 159 22 36.266649581776875 96.03547459088286 190.84946331289663 0.6539879296114394 Running 41 0.7828434281186163 1
45 A0045 Football 2024-02-14 113 16 37.037427083353975 95.76163892831339 117.92205713163752 0.5494610461329776 Jumping 53 0.5809859135314597 1
46 A0046 Football 2024-02-15 108 19 36.92707751143078 99.4972760627305 79.77366119080236 0.31195405812390054 Running 74 0.41575069025275263 0
47 A0047 Soccer 2024-02-16 152 24 36.9497844390202 98.55067715899033 74.73271648477076 0.31293931986142737 Running 48 0.48453570974881777 0
48 A0048 Soccer 2024-02-17 101 16 36.343341907269924 99.68689219082161 85.99840458049363 0.31054919094360456 Jogging 57 0.40960633338562924 0
49 A0049 Basketball 2024-02-18 159 19 36.34896830784402 98.01645902857472 156.5198960846806 0.2342014325311604 Jumping 37 0.5386206123502608 1
50 A0050 Baseball 2024-02-19 170 21 36.33120394467846 97.36700440747457 90.94249920972317 0.5526790696230109 Jogging 84 0.650615367354562 0
51 A0051 Soccer 2024-02-20 143 21 36.26062889349344 95.29858244485445 101.21379044064474 0.704208906553105 Running 20 0.6916515770505305 1
52 A0052 Soccer 2024-02-21 107 23 36.98358550884249 98.35821140773015 117.31682059919221 0.21049892839243317 Dribbling 23 0.40089961812874214 1
53 A0053 Basketball 2024-02-22 146 16 37.2720238278741 97.91104379884115 186.98490206321844 0.22940278698276415 Sprinting 23 0.5450196288879339 1
54 A0054 Basketball 2024-02-23 134 22 37.086476204514994 99.9510444679381 78.40901268272691 0.5436621660121675 Jumping 46 0.573573429022144 0
55 A0055 Tennis 2024-02-24 177 16 37.188140450640816 96.19579388891121 50.753982891470464 0.6916974112316314 Jumping 62 0.6916026885072861 0
56 A0056 Football 2024-02-25 135 22 36.6071976436278 97.65368677643418 59.01446155672552 0.3960433343411802 Dribbling 78 0.4820361287273156 0
57 A0057 Baseball 2024-02-26 149 18 36.981113693058 98.25478667559037 185.7149512520177 0.40976863928463336 Jogging 51 0.6389326042276677 0
58 A0058 Tennis 2024-02-27 103 23 36.53135436066716 98.22295587371171 147.12746972650447 0.5578078984980657 Dribbling 52 0.597698085642204 1
59 A0059 Soccer 2024-02-28 101 18 36.78825693295296 97.80646771474201 90.95609289917101 0.3645277334744882 Jogging 47 0.44155329296974843 1
60 A0060 Basketball 2024-02-29 105 16 36.7224522698023 98.88464005163613 76.57887515167866 0.2159650196466105 Sprinting 74 0.3595613849749839 0
61 A0061 Football 2024-03-01 153 23 36.265330717715784 96.02490604763408 94.14001049556715 0.6411371108609577 Running 79 0.669708565926046 0
62 A0062 Tennis 2024-03-02 103 18 36.58061814050345 98.62813600137208 67.21953908769201 0.575389947764872 Jumping 89 0.5265811796367947 0
63 A0063 Football 2024-03-03 153 17 37.44573341322353 98.09867285716544 191.22993654266617 0.5484535994333956 Sprinting 81 0.7204567362593639 0
64 A0064 Basketball 2024-03-04 162 16 36.372870386572416 99.48037555897287 167.63092615479002 0.645010477395094 Jumping 53 0.760136164852337 1
65 A0065 Tennis 2024-03-05 117 18 36.200705604419234 99.2359721951679 119.3586765368811 0.6051385025372226 Sprinting 75 0.6169279278054924 0
66 A0066 Tennis 2024-03-06 143 17 36.627870932435904 96.57573519566277 179.7443907672803 0.3235291929069927 Jumping 32 0.57984232055411 1
67 A0067 Football 2024-03-07 133 17 37.18550660379022 96.38118662487577 87.41873064398484 0.41148862816601073 Dribbling 75 0.5148297113936569 1
68 A0068 Basketball 2024-03-08 173 21 36.873222344669955 99.90826661926224 157.56808527082904 0.27566608500717504 Jumping 37 0.58373446110775 1
69 A0069 Soccer 2024-03-09 161 16 37.02146224085737 97.63632590457628 178.41987485206153 0.27791420805072864 Running 73 0.5857103122107592 1
70 A0070 Tennis 2024-03-10 113 17 36.284542272262016 99.53210481957218 103.5153067434909 0.6057174478139236 Jumping 62 0.5947073639837861 1
71 A0071 Soccer 2024-03-11 147 21 36.92842228951158 95.81940511890241 163.61966681760765 0.7151600641894991 Jogging 58 0.7661996989123572 1
72 A0072 Basketball 2024-03-12 114 18 36.48525059236721 98.21409457400087 94.2608523896464 0.7776395503166835 Running 80 0.6730806275479881 1
73 A0073 Tennis 2024-03-13 171 19 37.25145504893215 99.04930093680294 94.82857028885462 0.5770082705296666 Jumping 61 0.668332705553688 1
74 A0074 Tennis 2024-03-14 177 16 36.943948209016106 99.73697624793223 66.0585767831279 0.3104607940165742 Jumping 37 0.516288973791415 0
75 A0075 Soccer 2024-03-15 161 23 36.298284416662945 96.68670070508512 116.00870697640981 0.26339020726935847 Jumping 42 0.5160371439444223 1
76 A0076 Baseball 2024-03-16 139 22 36.09692501976613 98.62490584962026 159.45678597461335 0.6877105829220548 Jumping 73 0.7349787441023073 1
77 A0077 Soccer 2024-03-17 179 22 36.06394981393055 97.6940650451981 191.03312083569276 0.5472538858159997 Sprinting 49 0.762993397077026 1
78 A0078 Soccer 2024-03-18 152 18 36.55711285147521 95.30314463033234 140.56954878936443 0.5709710126082319 Sprinting 77 0.6793883884268137 0
79 A0079 Baseball 2024-03-19 123 18 36.39877670498147 98.44999868654472 179.47033066036084 0.6688772532528255 Dribbling 87 0.7189089572867736 0
80 A0080 Basketball 2024-03-20 125 17 36.969135185193764 98.45048279118922 173.37419739353408 0.621966336639471 Running 86 0.6926906990466029 1
81 A0081 Basketball 2024-03-21 159 16 36.74900075246793 99.65303402423268 76.00145794629213 0.7006749517136581 Jogging 37 0.6913389338031213 0
82 A0082 Tennis 2024-03-22 140 22 36.399028917008074 97.48656223084487 122.87261433689471 0.23372834327592712 Jogging 26 0.4730701193081916 1
83 A0083 Football 2024-03-23 128 22 36.223856666925265 96.15125460355257 67.53853032880872 0.648512382047903 Running 59 0.6051280546860935 1
84 A0084 Football 2024-03-24 114 17 36.19079964403117 95.22281911724339 152.32297423424524 0.7105116543932573 Jogging 89 0.6975788014308738 1
85 A0085 Tennis 2024-03-25 144 22 37.296990588210626 97.07821093342953 192.4849502369114 0.3716810254749886 Dribbling 84 0.6183254629744057 0
86 A0086 Football 2024-03-26 164 23 36.3652169526073 96.5095835003875 70.56341871181348 0.5842683643959518 Sprinting 87 0.6360309342431226 1
87 A0087 Soccer 2024-03-27 170 16 36.977565971866454 98.80544153011938 160.08246962038118 0.3884972383021833 Sprinting 68 0.6376644221048062 1
88 A0088 Soccer 2024-03-28 108 24 37.2160288919794 96.77133882420523 144.83572263017913 0.7747826398894726 Jumping 71 0.7122270425749154 1
89 A0089 Baseball 2024-03-29 100 22 36.92112196677711 99.74535598157422 137.54075555121494 0.22005414346130225 Sprinting 48 0.41423449394853273 0
90 A0090 Baseball 2024-03-30 107 18 37.28934784747042 99.81155101493891 108.51803520325089 0.5478757062997731 Jumping 40 0.5607892216864707 0
91 A0091 Tennis 2024-03-31 162 23 36.58859058229271 98.10454295108855 103.26974716307188 0.2999021282297091 Running 28 0.5232208112779264 1
92 A0092 Tennis 2024-04-01 110 22 37.43433328597342 99.64330143507442 56.78737835283318 0.6273321231062953 Dribbling 66 0.5537867732393141 0
93 A0093 Tennis 2024-04-02 107 23 36.19971750626715 98.80427172257248 82.68630623780203 0.30553417005119726 Running 61 0.413786724596734 0
94 A0094 Soccer 2024-04-03 134 21 36.15322429448631 97.73429820487563 52.27653234302404 0.3412299571390146 Running 70 0.44622484424586467 0
95 A0095 Football 2024-04-04 134 24 36.988038219311164 95.90153967711389 137.2125658373031 0.4966224866274549 Running 75 0.6088571424843638 1
96 A0096 Tennis 2024-04-05 132 20 37.41424671211989 97.2929897175692 65.87798538168633 0.748900969998127 Jumping 70 0.6603284703807498 0
97 A0097 Tennis 2024-04-06 104 18 37.21332519245449 97.80437231681309 180.9529091044574 0.32702862328878257 Running 89 0.517800554082182 1
98 A0098 Soccer 2024-04-07 140 18 36.114625289157075 99.31980790367506 128.47145310457478 0.28654401267086216 Sprinting 39 0.5050767927733392 0
99 A0099 Soccer 2024-04-08 127 16 36.41905157090208 97.40666688267832 154.95348635880626 0.6553860991124185 Dribbling 46 0.6943132025816822 1
100 A0100 Soccer 2024-04-09 106 23 37.39547832725673 99.48837336338978 111.62856377607447 0.5003717194003586 Dribbling 57 0.5384810901429204 1