buisness data analysis

need_7
bodyfat-reduced.csv
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BodyFat Weight Chest Abdomen Hip Thigh Biceps
12.3 154.25 93.1 85.2 94.5 59 32
6.1 173.25 93.6 83 98.7 58.7 30.5
25.3 154 95.8 87.9 99.2 59.6 28.8
10.4 184.75 101.8 86.4 101.2 60.1 32.4
28.7 184.25 97.3 100 101.9 63.2 32.2
20.9 210.25 104.5 94.4 107.8 66 35.7
19.2 181 105.1 90.7 100.3 58.4 31.9
12.4 176 99.6 88.5 97.1 60 30.5
4.1 191 100.9 82.5 99.9 62.9 35.9
11.7 198.25 99.6 88.6 104.1 63.1 35.6
7.1 186.25 101.5 83.6 98.2 59.7 32.8
7.8 216 103.6 90.9 107.7 66.2 37.2
20.8 180.5 102 91.6 103.9 63.4 32.5
21.2 205.25 104.1 101.8 108.6 66 36.9
22.1 187.75 101.3 96.4 100.1 69 36.1
20.9 162.75 99.1 92.8 99.2 63.1 31.1
29 195.75 101.9 96.4 105.2 64.8 36.2
22.9 209.25 107.6 97.5 107 66.9 38.2
16 183.75 106.8 89.6 102.4 64.2 37.2
16.5 211.75 106.2 100.5 109 65.8 37.1
19.1 179 103.3 95.9 104.9 63.5 32.5
15.2 200.5 111.4 98.8 104.8 63.4 33
15.6 140.25 86 76.4 94.6 57.4 27.9
17.7 148.75 86.7 80 93.4 54.9 29.8
14 151.25 90.2 76.3 95.8 58.4 31.1
3.7 159.25 89.6 79.7 96.5 55 29.9
7.9 131.5 88.6 74.6 85.3 51.7 28.7
22.9 148 97.4 88.7 94.7 57.5 29.2
3.7 133.25 93.5 73.9 88.5 50.1 30.5
8.8 160.75 97.4 83.5 98.7 58.9 30.1
11.9 182 100.5 88.7 99.8 57.5 32.5
5.7 160.25 93.5 84.5 100.6 58.5 30.1
11.8 168 93 79.1 94.5 57.3 29
21.3 218.5 111.7 100.5 108.3 67.1 37.5
32.3 247.25 117 115.6 116.1 71.2 37.3
40.1 191.75 118.5 113.1 113.8 61.9 32
24.2 202.25 106.5 100.9 106.2 63.5 35.1
28.4 196.75 105.6 98.8 104.8 66 33.2
32.6 203 114.8 108.1 102.5 61.3 34.1
34.5 262.75 128.3 126.2 125.6 72.5 36.4
32.9 205 106 104.3 115.5 70.6 33.6
31.6 217 113.3 111.2 114.1 67.7 36.7
32 212 106.6 104.3 106 65 35.8
7.7 125.25 85.1 76 88.2 50 26.1
13.9 164.25 96.6 81.5 97.2 58.4 29.7
10.8 133.5 88.2 73.7 88.5 53.3 27.9
5.6 148.5 89.8 79.5 92.7 52.7 28.8
13.6 135.75 92.3 83.4 90.4 52 28.8
4 127.5 83.4 70.4 87.2 50.6 26.8
10.2 158.25 90.2 86.7 98.3 52.6 26
6.6 139.25 89.2 77.9 91 51.4 26.7
8 137.25 89.7 82 89.1 49.3 29.6
6.3 152.75 93.3 79.6 91.6 52.6 38.5
3.9 136.25 87.6 77.6 88.6 51.9 27.7
22.6 198 107.6 100 99.6 57.2 35.9
20.4 181.5 100 99.8 102.5 62.1 33.1
28 201.25 111.5 104.2 105.8 61.8 37.7
31.5 202.5 115.4 105.3 97 59.1 31.6
24.6 179.75 104.8 98.3 99.6 60.6 34.5
26.1 216 112.3 104.8 103.1 61.6 36.2
29.8 178.75 102.9 94.7 100.8 60.9 32.5
30.7 193.25 107.6 102.4 99.4 61 32.7
25.8 178 105.3 99.7 99.7 60.8 33.6
32.3 205.5 105.3 105.5 108.3 65 35.3
30 183.5 103 100.3 104.2 64.8 34.8
21.5 151.5 90 83.9 93.9 55 29.6
13.8 154.75 95.4 86.6 91.8 54.3 32.8
6.3 155.25 89.3 78.4 96.1 56 32.6
12.9 156.75 94.4 84.6 94.3 51.2 27.3
24.3 167.5 97.6 91.5 98.5 56.6 31.5
8.8 146.75 88.5 82.8 95.5 58.9 30.3
8.5 160.75 93.6 82.9 96.3 52.9 29.7
13.5 125 87.7 76 88.6 50.9 29.3
11.8 143 93.4 83.3 93 55.5 29.4
18.5 148.25 91.6 81.8 94.8 54.5 29.3
8.8 162.5 91.6 78.8 94.3 56.7 30.2
22.2 177.75 102 95 98.3 55 30.8
21.5 161.25 96.4 95.4 99.3 53.5 31.4
18.8 171.25 102.7 98.6 100.2 56.5 30.3
31.4 163.75 97.7 95.8 97.1 54.8 29.4
26.8 150.25 97.1 89 96.9 54.8 29.9
18.4 190.25 103.1 97.8 99.6 58.9 34.3
27 170.75 101.8 94.9 95 56 31.2
27 168 101.4 99.8 96.2 56.3 29.7
26.6 167 98.9 89.7 96.2 54.7 32.4
14.9 157.75 97.5 88.1 96.9 57.2 32.6
23.1 160 104.3 90.9 93.8 57.8 29.2
8.3 176.75 97.3 86 99.3 61 30.2
14.1 176 96.7 86.5 98.3 60.4 28.8
20.5 177 99.7 95.6 102.2 58.3 29.1
18.2 179.75 101.9 93.2 100.6 58.9 31.4
8.5 165.25 97.2 83.1 95.4 56.9 30.1
24.9 192.5 106.6 97.5 100.6 58.9 33.3
9 184.25 99.6 88.8 101.4 57.4 30.3
17.4 224.5 113.2 99.2 107.5 61.7 32.9
9.6 188.75 99.1 91.6 102.4 60.6 31.6
11.3 162.5 99.4 86.7 96.2 62.1 30.6
17.8 156.5 95.1 88.2 92.8 54.7 31.6
22.2 197 107.5 94 103.7 62.7 35.3
21.2 198.5 106.5 95 101.7 59 32.2
20.4 173.75 99.1 92 98.3 59.3 27.9
20.1 172.75 96.7 89.2 98.3 60 31
22.3 196.75 103.5 95.5 101.6 59.1 31
25.4 177 104 98.6 99.5 59.5 30.1
18 165.5 93.1 87.3 96.6 54.7 31
19.3 200.25 105.2 102.8 103.6 61.2 30.5
18.3 203.25 110 101.6 100.7 55.8 35.1
17.3 194 110.1 88.7 102.1 57.5 35.1
21.4 168.5 97.8 92.3 100.6 57.5 32.1
19.7 170.75 96.3 90.6 99.3 61.9 33.3
28 183.25 108 105 103 63.7 33.5
22.1 178.25 99.7 95 98.6 62.3 35.3
21.3 163 93.5 89.6 99.8 61.5 30.7
26.7 175.25 100.7 92.4 97.5 59.3 31.8
16.7 158 97 86.6 92.6 55.9 29.8
20.1 177.25 96 90 99.7 58.8 29.9
13.9 179 99.2 90 96.4 56.8 33.4
25.8 191 95.4 92.4 104.3 64.6 33.6
18.1 187.5 101.8 87.5 101 58.5 32.1
27.9 206.5 104.3 99.2 104.1 58.5 33.9
25.3 185.25 99.2 98.1 101.4 57.1 33
14.7 160.25 99.3 83.3 97.5 60.5 34.4
16 151.5 94 86.1 95.2 58.1 30.6
13.8 161 98.9 84.1 94 58.5 34.4
17.5 167 101 89.9 100 60.7 35.6
27.2 177.5 98.7 92.1 98.5 60.7 33.8
17.4 152.25 95.9 78 93.2 53.5 33.9
20.8 192.25 103.9 93.5 99.5 61.7 33.3
14.9 165.25 96.2 87 97.8 57.4 31.6
18.1 171.75 97.8 90.1 95.8 57 27.5
22.7 171.25 94.6 90.3 99.1 60.3 31.2
23.6 197 103.6 99.8 103.2 61.2 33.5
26.1 157 100.4 89.4 92.3 56.1 33.6
24.4 168.25 98.4 87.2 98.4 56 34
27.1 186 104.6 101.1 102.1 58.9 30.9
21.8 166.75 92.9 86.1 95.6 58.8 32.7
29.4 187.75 97.8 98.6 100.6 63.6 34.3
22.3 168.25 98.3 88.5 98.3 58.1 31.7
20.4 212.75 104.7 106.6 107.7 66.5 35.5
24.9 176.75 98.6 93.1 101.6 59.1 30.8
18.3 173.25 99.5 93 99.3 60.4 32
23.3 167 102.7 91 98.9 57.1 31.6
9.4 159.75 92.1 77.1 93.9 56.1 30.5
10.3 188.15 96.6 85.3 102.5 59.1 31.8
14.2 156 92.7 81.9 95.3 56.4 33.5
19.2 208.5 102 99.1 110.1 71.2 36.1
29.6 206.5 110.9 100.5 106.2 68.4 33.3
5.3 143.75 92.3 76.5 92.1 51.9 25.8
25.2 223 114.1 106.8 113.9 67.6 36
9.4 152.25 92.9 77.6 93.5 56.9 31.6
19.6 241.75 108.3 102.9 114.4 72.9 38.5
10.1 146 88.5 72.8 91.1 53.6 27.8
16.5 156.75 94 88.2 95.2 56.8 30.6
21 200.25 101.1 100.1 105 62.1 33.7
17.3 171.5 92.1 83.5 98.3 57.3 32.2
31.2 205.75 105.6 105 106.4 68.6 35.2
10 182.5 98.5 90.8 102.5 60.8 31.6
12.5 136.5 88.7 76.6 89.8 50.1 27
22.5 177.25 101.1 92.4 99.3 59.4 30.1
9.4 151.25 94 81.2 91.5 52.5 27
14.6 196 103.8 95.6 105.1 61.4 31.3
13 184.25 98.9 92.1 103.5 64 33.5
15.1 140 89.2 83.4 89.6 52.4 28.3
27.3 218.75 111.4 106 108.8 63.8 34
19.2 217 107.5 95.1 104.5 64.8 36.4
21.8 166.25 99.1 90.4 95.6 55.5 30.2
20.3 224.75 108.2 100.4 106.8 63.3 37.2
36.3 228.25 114.9 115.9 111.9 74.4 36.1
16.5 172.75 99.1 90.8 98.1 60.1 32.5
3 152.25 92.2 81.9 92.8 54.7 30.4
0.7 125.75 90.8 75 89.2 50 24.8
20.5 177.25 100.5 90.3 98.7 57.8 31
16.9 176.25 98.2 90.3 99.9 59.2 32.4
25.3 226.75 115.3 108.8 114.4 69.2 35.4
9.9 145.25 96.8 79.4 89.2 50.3 31
13.1 151 92.6 83.2 96.4 60 31.5
29.9 241.25 119.2 110.3 113.9 69.8 34.4
22.5 187.25 102.7 92.7 101.9 64.7 34.8
16.9 234.75 109.5 104.5 109.9 69.5 39.1
26.6 219.25 108.5 104.6 109.8 68.1 35.6
0 118.5 79.3 69.4 85 47.2 27.7
11.5 145.75 95.5 83.6 91.6 54.1 31.4
12.1 159.25 92.3 86.8 96.1 58 30
17.5 170.5 98.9 90.4 95.5 55.4 30.5
8.6 167.5 89.5 83.7 98.1 57.3 32.9
23.6 232.75 117.5 109.3 108.8 67.7 37.2
20.4 210.5 107.4 98.9 104.1 63.5 36.4
20.5 202.25 109.2 98 101.8 62.8 36.6
24.4 185 103.4 101.2 103.1 61.5 33.4
11.4 153 91.4 80.6 92.3 54.3 29.6
38.1 244.25 115.2 113.7 112.4 68.5 37.1
15.9 193.5 104.9 94.1 102.7 60.6 34
24.7 224.75 106.7 105.7 111.8 65.3 33.7
22.8 162.75 92.2 85.6 96.5 60.2 31.7
25.5 180 101.6 96.6 100.6 61.1 32.9
22 156.25 97.8 86 96.2 57.7 31.2
17.7 168 92 89.7 101 62.3 30.8
6.6 167.25 94 78 99 57.5 30.6
23.6 170.75 103.7 89.7 94.2 58.5 33.8
12.2 178.25 102.7 89.2 99.2 60.2 31.7
22.1 150 91.1 85.7 96.9 55.5 29.4
28.7 200.5 107.2 103.1 105.5 68.8 32.1
6 184 100.8 89.1 102.6 60.6 32.9
34.8 223 121.6 113.9 107.1 63.5 34.8
16.6 208.75 105.6 96.3 102 63.3 37.3
32.9 166 100.6 93.9 100.1 58.9 33.1
32.8 195 102.7 101.3 101.7 60.7 36.7
9.6 160.5 99.8 83.9 91.8 53 31.4
10.8 159.75 92.9 84.4 94 56 29
7.1 140.5 91.2 79.4 89 51.1 30.9
27.2 216.25 115.6 104 109 63.7 36.8
19.5 168.25 98.3 89.7 99.1 56.3 29.5
18.7 194.75 103.7 97.6 104.2 60 32.7
19.5 172.75 98.7 87.6 96.1 57.1 28.6
47.5 219 119.8 122.1 112.8 62.5 34.7
13.6 149.25 92.8 81.1 96.3 53.8 31.3
7.5 154.5 93.3 81.5 94.4 54.7 27.5
24.5 199.25 106.8 100 105 63.9 35.7
15 154.5 93.9 88.7 94.5 53.7 28.5
12.4 153.25 99 91.8 96.2 57.7 31.4
26 230 119.9 110.4 105.5 64.2 38.4
11.5 161.75 94.2 87.6 95.6 59.7 27.9
5.2 142.25 92.7 82.8 91.9 54.4 29.4
10.9 179.75 106.9 95.3 98.2 57.4 34.1
12.5 126.5 88.8 78.2 87.5 50.8 25.3
14.8 169.5 101.7 91.1 97.1 56.6 33.4
25.2 198.5 105.3 96.7 106.6 64 33.2
14.9 174.5 104 89.4 98.4 58.4 34.6
17 167.75 98.6 93 97 55.4 32.4
10.6 147.75 99.6 86.4 90.1 53 31.7
16.1 182.25 103.4 96.7 100.7 59.3 31.8
15.4 175.5 100.2 88.1 97.8 57.1 30.9
26.7 161.75 94.9 94.9 100.2 56.8 27.8
25.8 157.75 97.2 93.3 94 54.3 31.3
18.6 168.75 104.7 95.6 93.7 54.4 30.3
24.8 191.5 104 98.2 101.1 59.3 32.6
27.3 219.15 117.6 113.8 111.8 63.4 35.1
12.4 155.25 95.8 82.8 94.5 61.2 29.8
29.9 189.75 106.4 100.5 100.5 59.2 35.9
17 127.5 93 79.7 87.6 50.7 28.5
35 224.5 119.6 118 114.3 61.3 34.9
30.4 234.25 119.7 109 109.1 63.7 35.6
32.6 227.75 115.8 113.4 109.8 65.6 35.3
29 199.5 118.3 106.1 101.6 58.2 32.1
15.2 155.5 97.4 84.3 94.4 54.3 29.2
30.2 215.5 113.7 107.6 110 63.3 37.5
11 134.25 89.2 83.6 88.8 49.6 25.6
33.6 201 108.5 105 104.5 59.6 35.2
29.3 186.75 111.1 111.5 101.7 60.3 31.3
26 190.75 108.3 101.3 97.8 56 30.5
31.9 207.5 112.4 108.5 107.1 59.3 33.7