ID int64 1 3.86k | Exercise stringclasses 10
values | Calories Burn float64 100 500 | Dream Weight float64 50 100 | Actual Weight float64 45.8 104 | Age int64 18 60 | Gender stringclasses 2
values | Duration int64 20 60 | Heart Rate int64 100 180 | BMI float64 18.5 35 | Weather Conditions stringclasses 3
values | Exercise Intensity int64 1 10 |
|---|---|---|---|---|---|---|---|---|---|---|---|
1 | Exercise 2 | 286.959851 | 91.892531 | 96.301115 | 45 | Male | 37 | 170 | 29.426275 | Rainy | 5 |
2 | Exercise 7 | 343.453036 | 64.165097 | 61.104668 | 25 | Male | 43 | 142 | 21.286346 | Rainy | 5 |
3 | Exercise 4 | 261.223465 | 70.846224 | 71.766724 | 20 | Male | 20 | 148 | 27.899592 | Cloudy | 4 |
4 | Exercise 5 | 127.183858 | 79.477008 | 82.984456 | 33 | Male | 39 | 170 | 33.729552 | Sunny | 10 |
5 | Exercise 10 | 416.318374 | 89.960226 | 85.643174 | 29 | Female | 34 | 118 | 23.286113 | Cloudy | 3 |
6 | Exercise 1 | 479.72269 | 78.887578 | 80.596592 | 60 | Female | 41 | 169 | 34.719336 | Rainy | 10 |
7 | Exercise 9 | 457.631361 | 65.681125 | 61.815386 | 18 | Male | 53 | 103 | 34.594641 | Cloudy | 10 |
8 | Exercise 4 | 272.956982 | 64.929563 | 62.806489 | 42 | Male | 25 | 104 | 22.050103 | Cloudy | 2 |
9 | Exercise 10 | 195.032273 | 52.731065 | 54.537688 | 49 | Male | 37 | 161 | 30.948847 | Sunny | 1 |
10 | Exercise 8 | 259.531145 | 95.164097 | 97.436833 | 41 | Male | 55 | 103 | 31.224045 | Cloudy | 10 |
11 | Exercise 5 | 248.536118 | 56.829776 | 54.144402 | 41 | Male | 52 | 151 | 34.017567 | Cloudy | 3 |
12 | Exercise 1 | 376.552649 | 95.196283 | 97.368961 | 35 | Female | 28 | 158 | 34.565117 | Sunny | 6 |
13 | Exercise 1 | 311.106024 | 83.679152 | 84.428659 | 54 | Female | 48 | 173 | 34.522637 | Rainy | 4 |
14 | Exercise 8 | 497.549588 | 59.420122 | 60.02687 | 41 | Male | 43 | 121 | 28.931383 | Sunny | 1 |
15 | Exercise 10 | 451.85326 | 65.279812 | 61.259358 | 19 | Male | 59 | 174 | 26.340124 | Cloudy | 4 |
16 | Exercise 7 | 325.056217 | 89.072993 | 86.464967 | 54 | Male | 42 | 105 | 28.957093 | Sunny | 9 |
17 | Exercise 2 | 216.866393 | 84.638075 | 88.314527 | 38 | Female | 46 | 119 | 33.678882 | Rainy | 7 |
18 | Exercise 10 | 377.122931 | 79.649401 | 84.144039 | 42 | Male | 26 | 126 | 23.893363 | Sunny | 9 |
19 | Exercise 1 | 457.620321 | 70.260105 | 70.756163 | 40 | Female | 23 | 129 | 33.238613 | Sunny | 2 |
20 | Exercise 9 | 103.335491 | 88.750865 | 84.436143 | 49 | Male | 59 | 149 | 20.44762 | Rainy | 8 |
21 | Exercise 7 | 335.151271 | 84.923129 | 80.993033 | 38 | Male | 55 | 114 | 24.889593 | Sunny | 7 |
22 | Exercise 9 | 131.457532 | 54.974936 | 52.296815 | 29 | Male | 37 | 135 | 20.541558 | Sunny | 2 |
23 | Exercise 1 | 187.214521 | 70.680088 | 69.65256 | 54 | Female | 26 | 117 | 30.599816 | Rainy | 3 |
24 | Exercise 7 | 129.019238 | 58.10414 | 54.699851 | 30 | Male | 26 | 145 | 33.359997 | Sunny | 9 |
25 | Exercise 1 | 293.464795 | 60.083728 | 59.860135 | 45 | Female | 36 | 135 | 18.743767 | Sunny | 7 |
26 | Exercise 10 | 344.135289 | 75.589653 | 72.098361 | 24 | Male | 57 | 159 | 31.575048 | Cloudy | 2 |
27 | Exercise 9 | 297.68139 | 79.365607 | 81.688631 | 56 | Male | 39 | 133 | 20.03308 | Sunny | 1 |
28 | Exercise 10 | 126.496117 | 93.805785 | 98.570624 | 54 | Male | 33 | 118 | 18.948096 | Cloudy | 6 |
29 | Exercise 8 | 279.725157 | 76.760678 | 78.707952 | 21 | Male | 21 | 164 | 21.339318 | Rainy | 10 |
30 | Exercise 6 | 214.219356 | 50.812203 | 49.315613 | 55 | Female | 48 | 155 | 29.235561 | Sunny | 1 |
31 | Exercise 4 | 115.336868 | 87.034525 | 86.24767 | 47 | Male | 26 | 154 | 22.175661 | Sunny | 7 |
32 | Exercise 5 | 444.690456 | 82.720595 | 86.455263 | 24 | Male | 37 | 168 | 24.372349 | Cloudy | 2 |
33 | Exercise 1 | 261.042778 | 87.938113 | 90.680682 | 57 | Female | 47 | 111 | 30.423267 | Rainy | 8 |
34 | Exercise 1 | 343.20673 | 80.107901 | 77.832262 | 30 | Female | 31 | 170 | 24.946413 | Sunny | 4 |
35 | Exercise 8 | 483.497036 | 75.617632 | 78.03341 | 52 | Female | 49 | 121 | 26.278833 | Sunny | 9 |
36 | Exercise 8 | 364.468854 | 96.886349 | 95.669822 | 20 | Male | 43 | 103 | 24.83309 | Sunny | 7 |
37 | Exercise 9 | 353.205126 | 54.241621 | 54.530636 | 37 | Male | 51 | 155 | 34.36954 | Rainy | 10 |
38 | Exercise 7 | 182.333594 | 96.921538 | 96.089178 | 47 | Female | 25 | 106 | 28.177382 | Sunny | 5 |
39 | Exercise 8 | 316.036693 | 76.443653 | 79.827204 | 28 | Female | 31 | 157 | 21.771744 | Sunny | 1 |
40 | Exercise 3 | 280.591113 | 99.798834 | 99.096634 | 57 | Female | 27 | 150 | 32.250191 | Cloudy | 4 |
41 | Exercise 3 | 240.924787 | 98.848752 | 100.896767 | 41 | Female | 53 | 162 | 27.392316 | Cloudy | 5 |
42 | Exercise 4 | 455.605651 | 90.009907 | 85.408628 | 19 | Male | 60 | 153 | 22.218568 | Cloudy | 1 |
43 | Exercise 1 | 119.472555 | 53.206196 | 51.176415 | 32 | Female | 37 | 168 | 19.43018 | Rainy | 9 |
44 | Exercise 9 | 121.088686 | 60.460421 | 58.069116 | 55 | Male | 36 | 159 | 31.766054 | Cloudy | 7 |
45 | Exercise 9 | 207.97595 | 67.728066 | 70.580583 | 39 | Female | 59 | 177 | 30.652635 | Sunny | 2 |
46 | Exercise 2 | 355.647825 | 78.550734 | 76.658192 | 32 | Female | 28 | 126 | 23.044091 | Rainy | 2 |
47 | Exercise 10 | 176.488604 | 76.974853 | 75.479573 | 58 | Male | 36 | 151 | 26.226081 | Rainy | 7 |
48 | Exercise 7 | 453.435357 | 62.047635 | 66.547165 | 40 | Male | 52 | 158 | 20.050252 | Cloudy | 6 |
49 | Exercise 6 | 120.066904 | 86.675835 | 82.550902 | 48 | Female | 34 | 174 | 25.804019 | Sunny | 2 |
50 | Exercise 3 | 379.370988 | 84.148637 | 88.76687 | 36 | Male | 54 | 137 | 29.994013 | Cloudy | 2 |
51 | Exercise 2 | 244.979036 | 82.43365 | 77.791957 | 35 | Male | 21 | 129 | 20.106797 | Rainy | 7 |
52 | Exercise 10 | 447.785124 | 57.903174 | 56.59718 | 28 | Male | 39 | 124 | 24.513373 | Rainy | 3 |
53 | Exercise 9 | 117.819875 | 74.298945 | 70.505351 | 37 | Male | 32 | 146 | 19.006494 | Rainy | 3 |
54 | Exercise 1 | 217.757097 | 77.632268 | 81.533589 | 25 | Female | 50 | 136 | 33.616874 | Cloudy | 7 |
55 | Exercise 6 | 371.121626 | 76.78404 | 81.762183 | 51 | Male | 52 | 146 | 34.294775 | Sunny | 3 |
56 | Exercise 9 | 441.770923 | 74.278391 | 72.567397 | 28 | Female | 20 | 108 | 21.113404 | Rainy | 1 |
57 | Exercise 5 | 277.729218 | 93.729244 | 90.704241 | 27 | Female | 53 | 103 | 29.926965 | Sunny | 5 |
58 | Exercise 9 | 168.655222 | 96.9913 | 92.277892 | 52 | Male | 38 | 136 | 20.234336 | Cloudy | 8 |
59 | Exercise 8 | 126.601762 | 76.930709 | 75.981805 | 49 | Female | 26 | 112 | 22.839946 | Sunny | 1 |
60 | Exercise 2 | 283.218258 | 65.655553 | 62.786326 | 48 | Male | 21 | 101 | 34.101793 | Cloudy | 8 |
61 | Exercise 9 | 301.419634 | 57.836339 | 61.49848 | 40 | Male | 48 | 119 | 18.553217 | Rainy | 6 |
62 | Exercise 7 | 318.441006 | 76.498245 | 79.843243 | 47 | Female | 21 | 164 | 19.244024 | Cloudy | 4 |
63 | Exercise 6 | 141.036456 | 87.405734 | 83.152996 | 40 | Female | 25 | 156 | 28.1933 | Cloudy | 10 |
64 | Exercise 1 | 170.521182 | 65.458322 | 67.53031 | 26 | Male | 39 | 174 | 34.310008 | Cloudy | 2 |
65 | Exercise 8 | 151.365629 | 85.21196 | 83.803867 | 60 | Female | 35 | 121 | 26.380697 | Cloudy | 7 |
66 | Exercise 9 | 365.636976 | 76.666026 | 78.45647 | 20 | Male | 30 | 151 | 31.078804 | Cloudy | 4 |
67 | Exercise 3 | 127.906682 | 78.801171 | 78.623635 | 52 | Male | 52 | 172 | 21.655834 | Cloudy | 2 |
68 | Exercise 1 | 111.413693 | 71.718538 | 74.926355 | 50 | Male | 23 | 147 | 21.916065 | Rainy | 4 |
69 | Exercise 6 | 455.756085 | 81.173251 | 81.759205 | 36 | Male | 40 | 118 | 22.455097 | Cloudy | 1 |
70 | Exercise 4 | 324.952915 | 60.941009 | 62.461494 | 40 | Female | 41 | 171 | 23.844492 | Sunny | 10 |
71 | Exercise 9 | 224.756667 | 53.587229 | 53.783963 | 51 | Male | 26 | 139 | 28.628316 | Rainy | 7 |
72 | Exercise 4 | 251.97077 | 79.668243 | 76.385301 | 19 | Female | 34 | 107 | 25.389784 | Sunny | 2 |
73 | Exercise 9 | 346.436554 | 99.075695 | 95.951269 | 32 | Female | 49 | 127 | 27.447053 | Sunny | 8 |
74 | Exercise 3 | 233.339246 | 55.83924 | 52.150908 | 58 | Male | 30 | 153 | 24.94648 | Cloudy | 6 |
75 | Exercise 6 | 222.74064 | 97.721483 | 100.410458 | 25 | Male | 53 | 166 | 19.625594 | Sunny | 4 |
76 | Exercise 8 | 254.982397 | 78.116237 | 77.337681 | 60 | Male | 27 | 128 | 29.804542 | Sunny | 2 |
77 | Exercise 10 | 387.954726 | 81.072653 | 81.787208 | 42 | Female | 34 | 118 | 27.814124 | Rainy | 4 |
78 | Exercise 1 | 129.422503 | 92.552421 | 95.126611 | 59 | Female | 51 | 176 | 32.991992 | Sunny | 9 |
79 | Exercise 10 | 211.993654 | 98.595395 | 96.468002 | 52 | Female | 36 | 125 | 32.351695 | Cloudy | 3 |
80 | Exercise 6 | 187.154003 | 95.024927 | 96.178841 | 43 | Female | 28 | 146 | 19.147697 | Rainy | 2 |
81 | Exercise 4 | 362.885599 | 65.777784 | 61.239491 | 52 | Male | 44 | 145 | 32.272815 | Rainy | 9 |
82 | Exercise 1 | 145.412564 | 69.840464 | 72.729921 | 27 | Male | 42 | 110 | 26.678282 | Rainy | 10 |
83 | Exercise 1 | 305.37388 | 97.586919 | 102.231197 | 56 | Female | 46 | 103 | 22.060298 | Rainy | 2 |
84 | Exercise 4 | 472.508535 | 61.691878 | 62.933492 | 33 | Female | 45 | 143 | 31.647648 | Cloudy | 10 |
85 | Exercise 1 | 364.730556 | 65.500276 | 64.291505 | 57 | Male | 24 | 176 | 18.850743 | Cloudy | 1 |
86 | Exercise 3 | 218.439501 | 91.590641 | 88.755714 | 25 | Female | 55 | 156 | 21.637961 | Rainy | 2 |
87 | Exercise 7 | 120.509324 | 66.370239 | 61.685584 | 55 | Male | 46 | 110 | 34.037034 | Cloudy | 7 |
88 | Exercise 4 | 194.334177 | 55.457916 | 57.379635 | 18 | Female | 42 | 121 | 28.684799 | Sunny | 4 |
89 | Exercise 9 | 169.705561 | 53.783068 | 55.088866 | 40 | Male | 51 | 152 | 20.960519 | Sunny | 6 |
90 | Exercise 6 | 178.072842 | 80.155874 | 82.527775 | 43 | Female | 52 | 108 | 27.199842 | Rainy | 7 |
91 | Exercise 9 | 299.81873 | 67.948572 | 65.075314 | 28 | Male | 32 | 137 | 24.327068 | Sunny | 8 |
92 | Exercise 10 | 443.585684 | 53.552123 | 50.021079 | 57 | Male | 40 | 139 | 33.308091 | Rainy | 5 |
93 | Exercise 4 | 271.095644 | 86.202909 | 83.79619 | 36 | Female | 22 | 180 | 24.662708 | Cloudy | 3 |
94 | Exercise 6 | 413.885424 | 66.925493 | 68.866 | 35 | Male | 36 | 109 | 22.109555 | Sunny | 5 |
95 | Exercise 9 | 176.433223 | 54.41507 | 59.190673 | 35 | Male | 27 | 166 | 23.47111 | Cloudy | 8 |
96 | Exercise 10 | 147.172653 | 69.729058 | 71.094687 | 40 | Female | 56 | 115 | 28.7692 | Rainy | 6 |
97 | Exercise 3 | 408.414691 | 87.414312 | 87.505592 | 34 | Female | 23 | 154 | 21.477054 | Sunny | 7 |
98 | Exercise 9 | 168.020816 | 97.426278 | 98.551548 | 57 | Female | 52 | 107 | 30.604488 | Cloudy | 5 |
99 | Exercise 2 | 267.576432 | 90.128923 | 86.434404 | 41 | Male | 46 | 163 | 32.01562 | Cloudy | 7 |
100 | Exercise 3 | 366.037205 | 79.757105 | 75.32677 | 37 | Male | 38 | 115 | 34.25747 | Cloudy | 10 |
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Exercise and Fitness Metrics Dataset
Independent Variables and Weight Related Measures
Dataset Info
- Source: Kaggle
- Original Size: 0.13 MB
- Kaggle Downloads: 7,900
- Files: 1
Files
exercise_dataset.csv
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