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2026-01-11 22:04:05 +01:00
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ID,Age,Experience,Salaire,Performance,Heures_Sup,Type
1,44.97,12.59,33893.89,90.23,4.3,Normal
2,37.66,13.07,47633.7,70.31,6.63,Normal
3,35.37,10.97,31274.16,55.87,-0.17,Normal
4,34.38,11.26,26897.35,65.92,0.76,Normal
5,54.66,10.27,33193.79,60.75,3.37,Normal
6,41.11,11.5,25792.05,68.99,4.12,Normal
7,33.98,9.95,49818.23,64.42,7.47,Normal
8,27.79,2.16,36670.91,61.72,5.59,Normal
9,47.38,9.54,36370.95,71.99,0.56,Normal
10,32.8,14.23,31314.89,78.44,-0.29,Normal
11,43.24,7.29,31919.34,81.12,8.09,Normal
12,49.31,8.76,28286.26,78.31,7.93,Normal
13,35.21,5.57,33514.73,63.04,7.44,Normal
14,53.56,14.01,34423.92,78.62,3.06,Normal
15,43.61,9.86,47304.29,90.65,-2.86,Normal
16,48.22,8.8,35696.38,75.92,-0.96,Normal
17,37.8,15.91,37856.9,69.82,2.57,Normal
18,34.98,11.32,42323.22,69.7,6.54,Normal
19,40.97,7.19,42749.16,71.72,3.82,Normal
20,25.36,11.04,37368.96,75.05,4.3,Normal
21,25.85,8.63,31634.84,66.98,4.52,Normal
22,44.04,10.7,50089.49,77.58,4.78,Normal
23,20.81,10.24,34787.89,99.63,4.42,Normal
24,43.02,5.33,34722.31,86.43,7.26,Normal
25,47.91,15.61,27724.9,60.98,6.76,Normal
26,61.9,7.73,27075.71,76.0,3.49,Normal
27,24.49,5.75,35548.5,79.74,2.24,Normal
28,55.5,8.71,28733.97,83.14,1.31,Normal
29,42.27,3.57,45457.14,76.85,5.78,Normal
30,47.82,4.72,25104.39,80.22,5.89,Normal
31,42.5,7.28,37771.59,77.32,5.88,Normal
32,32.86,11.9,49926.2,63.09,6.97,Normal
33,30.25,14.63,41296.68,66.79,7.89,Normal
34,44.13,17.59,41576.48,72.55,2.74,Normal
35,31.1,9.69,28473.52,78.41,5.83,Normal
36,48.27,15.81,35104.02,72.35,13.16,Normal
37,46.26,5.72,28142.74,79.82,4.33,Normal
38,47.14,9.71,38785.9,66.53,0.46,Normal
39,35.53,10.86,41851.19,62.54,5.52,Normal
40,43.85,10.61,27929.14,75.58,1.57,Normal
41,43.58,14.33,39486.28,85.54,0.87,Normal
42,30.62,12.06,39120.28,80.15,16.56,Normal
43,45.71,13.82,44084.53,81.51,4.05,Normal
44,47.59,9.05,28817.4,70.15,5.25,Normal
45,63.15,12.75,20061.88,58.87,3.58,Normal
46,50.89,5.69,35514.24,67.85,7.04,Normal
47,32.7,10.18,36731.67,68.48,11.43,Normal
48,46.34,10.75,18798.86,68.38,7.56,Normal
49,32.07,12.02,34082.11,83.66,1.4,Normal
50,36.65,7.39,31200.44,92.65,6.21,Normal
51,27.39,18.49,42342.9,85.32,0.44,Normal
52,35.16,7.17,45135.29,79.44,7.32,Normal
53,30.73,-2.97,34523.8,64.76,4.24,Normal
54,27.52,4.28,48059.29,70.6,5.39,Normal
55,54.41,14.65,23513.1,75.1,2.06,Normal
56,44.62,7.6,36592.48,75.7,3.84,Normal
57,41.14,16.34,40297.05,62.62,11.4,Normal
58,20.48,12.35,33785.72,77.81,3.13,Normal
59,37.92,7.64,31055.99,83.5,6.07,Normal
60,33.07,11.23,42196.8,83.13,6.89,Normal
61,31.71,12.99,30518.55,81.1,4.94,Normal
62,41.17,7.63,45221.32,80.47,4.39,Normal
63,37.82,13.3,43790.21,83.14,8.92,Normal
64,40.21,8.76,40455.62,78.24,4.61,Normal
65,40.97,6.73,39761.26,95.92,1.98,Normal
66,27.86,13.17,44264.89,81.24,6.89,Normal
67,39.88,10.3,27821.97,68.23,7.93,Normal
68,38.53,8.71,28396.02,79.13,3.31,Normal
69,31.78,10.98,36949.5,69.93,3.59,Normal
70,42.32,4.37,23415.33,67.82,4.36,Normal
71,43.11,13.43,46802.85,73.4,4.94,Normal
72,29.97,8.85,34851.89,78.23,2.52,Normal
73,45.19,9.56,47261.91,79.02,7.07,Normal
74,35.99,10.05,36792.74,75.98,2.68,Normal
75,40.25,15.8,38983.99,84.59,11.46,Normal
76,32.33,10.73,41978.57,96.9,2.58,Normal
77,31.6,1.5,30204.86,69.74,2.72,Normal
78,41.5,17.5,37734.05,84.5,3.27,Normal
79,31.02,4.72,38935.35,93.31,8.54,Normal
80,35.31,15.42,21294.92,73.85,8.71,Normal
81,24.06,10.02,30205.0,75.47,3.65,Normal
82,46.23,9.43,26459.04,76.2,6.54,Normal
83,47.12,3.86,26002.86,87.78,6.0,Normal
84,32.52,10.46,47409.22,86.79,5.2,Normal
85,60.61,9.0,49042.73,84.72,6.94,Normal
86,53.69,12.74,27280.61,85.58,-0.28,Normal
87,28.17,8.92,18686.14,82.18,9.51,Normal
88,40.74,4.48,48028.92,57.97,4.83,Normal
89,43.84,1.73,34738.44,74.11,1.09,Normal
90,46.7,6.24,37932.79,69.86,1.82,Normal
91,39.37,6.06,42641.14,80.04,3.41,Normal
92,32.07,5.86,34143.76,69.46,1.41,Normal
93,59.65,7.2,35282.11,77.14,4.66,Normal
94,37.79,13.03,39913.33,69.69,3.27,Normal
95,37.25,3.94,16584.63,88.67,9.93,Normal
96,37.51,11.25,39612.46,105.79,8.36,Normal
97,38.72,3.57,27355.68,77.03,2.73,Normal
98,25.78,5.67,29827.42,91.87,7.64,Normal
99,39.92,10.31,46839.55,66.39,9.57,Normal
100,45.39,9.24,26702.03,66.24,0.85,Normal
101,150.0,12.0,38000.0,78.0,6.0,Outlier_Uni_Age
102,45.0,15.0,500000.0,82.0,8.0,Outlier_Uni_Salaire
103,35.0,8.0,-5000.0,72.0,4.0,Outlier_Uni_Salaire_Neg
104,38.0,11.0,42000.0,150.0,7.0,Outlier_Uni_Perf
105,42.0,13.0,36000.0,76.0,-20.0,Outlier_Uni_Heures
201,25.0,30.0,32000.0,70.0,5.0,Outlier_Multi_Age_Exp
202,45.0,15.0,80000.0,40.0,2.0,Outlier_Multi_Salaire_Perf
203,28.0,1.0,95000.0,85.0,15.0,Outlier_Multi_Exp_Salaire
204,65.0,1.0,25000.0,60.0,0.0,Outlier_Multi_Senior_Junior
205,35.0,10.0,40000.0,100.0,0.0,Outlier_Multi_Perf_Heures
206,22.0,0.0,85000.0,95.0,0.0,Outlier_Multi_Impossible
301,22.0,0.0,0.0,0.0,0.0,Cas_Limie_Zeros
302,62.0,40.0,70000.0,88.0,3.0,Normal_Senior
303,25.0,2.0,15000.0,65.0,2.0,Normal_Salaire_Min
1 ID Age Experience Salaire Performance Heures_Sup Type
2 1 44.97 12.59 33893.89 90.23 4.3 Normal
3 2 37.66 13.07 47633.7 70.31 6.63 Normal
4 3 35.37 10.97 31274.16 55.87 -0.17 Normal
5 4 34.38 11.26 26897.35 65.92 0.76 Normal
6 5 54.66 10.27 33193.79 60.75 3.37 Normal
7 6 41.11 11.5 25792.05 68.99 4.12 Normal
8 7 33.98 9.95 49818.23 64.42 7.47 Normal
9 8 27.79 2.16 36670.91 61.72 5.59 Normal
10 9 47.38 9.54 36370.95 71.99 0.56 Normal
11 10 32.8 14.23 31314.89 78.44 -0.29 Normal
12 11 43.24 7.29 31919.34 81.12 8.09 Normal
13 12 49.31 8.76 28286.26 78.31 7.93 Normal
14 13 35.21 5.57 33514.73 63.04 7.44 Normal
15 14 53.56 14.01 34423.92 78.62 3.06 Normal
16 15 43.61 9.86 47304.29 90.65 -2.86 Normal
17 16 48.22 8.8 35696.38 75.92 -0.96 Normal
18 17 37.8 15.91 37856.9 69.82 2.57 Normal
19 18 34.98 11.32 42323.22 69.7 6.54 Normal
20 19 40.97 7.19 42749.16 71.72 3.82 Normal
21 20 25.36 11.04 37368.96 75.05 4.3 Normal
22 21 25.85 8.63 31634.84 66.98 4.52 Normal
23 22 44.04 10.7 50089.49 77.58 4.78 Normal
24 23 20.81 10.24 34787.89 99.63 4.42 Normal
25 24 43.02 5.33 34722.31 86.43 7.26 Normal
26 25 47.91 15.61 27724.9 60.98 6.76 Normal
27 26 61.9 7.73 27075.71 76.0 3.49 Normal
28 27 24.49 5.75 35548.5 79.74 2.24 Normal
29 28 55.5 8.71 28733.97 83.14 1.31 Normal
30 29 42.27 3.57 45457.14 76.85 5.78 Normal
31 30 47.82 4.72 25104.39 80.22 5.89 Normal
32 31 42.5 7.28 37771.59 77.32 5.88 Normal
33 32 32.86 11.9 49926.2 63.09 6.97 Normal
34 33 30.25 14.63 41296.68 66.79 7.89 Normal
35 34 44.13 17.59 41576.48 72.55 2.74 Normal
36 35 31.1 9.69 28473.52 78.41 5.83 Normal
37 36 48.27 15.81 35104.02 72.35 13.16 Normal
38 37 46.26 5.72 28142.74 79.82 4.33 Normal
39 38 47.14 9.71 38785.9 66.53 0.46 Normal
40 39 35.53 10.86 41851.19 62.54 5.52 Normal
41 40 43.85 10.61 27929.14 75.58 1.57 Normal
42 41 43.58 14.33 39486.28 85.54 0.87 Normal
43 42 30.62 12.06 39120.28 80.15 16.56 Normal
44 43 45.71 13.82 44084.53 81.51 4.05 Normal
45 44 47.59 9.05 28817.4 70.15 5.25 Normal
46 45 63.15 12.75 20061.88 58.87 3.58 Normal
47 46 50.89 5.69 35514.24 67.85 7.04 Normal
48 47 32.7 10.18 36731.67 68.48 11.43 Normal
49 48 46.34 10.75 18798.86 68.38 7.56 Normal
50 49 32.07 12.02 34082.11 83.66 1.4 Normal
51 50 36.65 7.39 31200.44 92.65 6.21 Normal
52 51 27.39 18.49 42342.9 85.32 0.44 Normal
53 52 35.16 7.17 45135.29 79.44 7.32 Normal
54 53 30.73 -2.97 34523.8 64.76 4.24 Normal
55 54 27.52 4.28 48059.29 70.6 5.39 Normal
56 55 54.41 14.65 23513.1 75.1 2.06 Normal
57 56 44.62 7.6 36592.48 75.7 3.84 Normal
58 57 41.14 16.34 40297.05 62.62 11.4 Normal
59 58 20.48 12.35 33785.72 77.81 3.13 Normal
60 59 37.92 7.64 31055.99 83.5 6.07 Normal
61 60 33.07 11.23 42196.8 83.13 6.89 Normal
62 61 31.71 12.99 30518.55 81.1 4.94 Normal
63 62 41.17 7.63 45221.32 80.47 4.39 Normal
64 63 37.82 13.3 43790.21 83.14 8.92 Normal
65 64 40.21 8.76 40455.62 78.24 4.61 Normal
66 65 40.97 6.73 39761.26 95.92 1.98 Normal
67 66 27.86 13.17 44264.89 81.24 6.89 Normal
68 67 39.88 10.3 27821.97 68.23 7.93 Normal
69 68 38.53 8.71 28396.02 79.13 3.31 Normal
70 69 31.78 10.98 36949.5 69.93 3.59 Normal
71 70 42.32 4.37 23415.33 67.82 4.36 Normal
72 71 43.11 13.43 46802.85 73.4 4.94 Normal
73 72 29.97 8.85 34851.89 78.23 2.52 Normal
74 73 45.19 9.56 47261.91 79.02 7.07 Normal
75 74 35.99 10.05 36792.74 75.98 2.68 Normal
76 75 40.25 15.8 38983.99 84.59 11.46 Normal
77 76 32.33 10.73 41978.57 96.9 2.58 Normal
78 77 31.6 1.5 30204.86 69.74 2.72 Normal
79 78 41.5 17.5 37734.05 84.5 3.27 Normal
80 79 31.02 4.72 38935.35 93.31 8.54 Normal
81 80 35.31 15.42 21294.92 73.85 8.71 Normal
82 81 24.06 10.02 30205.0 75.47 3.65 Normal
83 82 46.23 9.43 26459.04 76.2 6.54 Normal
84 83 47.12 3.86 26002.86 87.78 6.0 Normal
85 84 32.52 10.46 47409.22 86.79 5.2 Normal
86 85 60.61 9.0 49042.73 84.72 6.94 Normal
87 86 53.69 12.74 27280.61 85.58 -0.28 Normal
88 87 28.17 8.92 18686.14 82.18 9.51 Normal
89 88 40.74 4.48 48028.92 57.97 4.83 Normal
90 89 43.84 1.73 34738.44 74.11 1.09 Normal
91 90 46.7 6.24 37932.79 69.86 1.82 Normal
92 91 39.37 6.06 42641.14 80.04 3.41 Normal
93 92 32.07 5.86 34143.76 69.46 1.41 Normal
94 93 59.65 7.2 35282.11 77.14 4.66 Normal
95 94 37.79 13.03 39913.33 69.69 3.27 Normal
96 95 37.25 3.94 16584.63 88.67 9.93 Normal
97 96 37.51 11.25 39612.46 105.79 8.36 Normal
98 97 38.72 3.57 27355.68 77.03 2.73 Normal
99 98 25.78 5.67 29827.42 91.87 7.64 Normal
100 99 39.92 10.31 46839.55 66.39 9.57 Normal
101 100 45.39 9.24 26702.03 66.24 0.85 Normal
102 101 150.0 12.0 38000.0 78.0 6.0 Outlier_Uni_Age
103 102 45.0 15.0 500000.0 82.0 8.0 Outlier_Uni_Salaire
104 103 35.0 8.0 -5000.0 72.0 4.0 Outlier_Uni_Salaire_Neg
105 104 38.0 11.0 42000.0 150.0 7.0 Outlier_Uni_Perf
106 105 42.0 13.0 36000.0 76.0 -20.0 Outlier_Uni_Heures
107 201 25.0 30.0 32000.0 70.0 5.0 Outlier_Multi_Age_Exp
108 202 45.0 15.0 80000.0 40.0 2.0 Outlier_Multi_Salaire_Perf
109 203 28.0 1.0 95000.0 85.0 15.0 Outlier_Multi_Exp_Salaire
110 204 65.0 1.0 25000.0 60.0 0.0 Outlier_Multi_Senior_Junior
111 205 35.0 10.0 40000.0 100.0 0.0 Outlier_Multi_Perf_Heures
112 206 22.0 0.0 85000.0 95.0 0.0 Outlier_Multi_Impossible
113 301 22.0 0.0 0.0 0.0 0.0 Cas_Limie_Zeros
114 302 62.0 40.0 70000.0 88.0 3.0 Normal_Senior
115 303 25.0 2.0 15000.0 65.0 2.0 Normal_Salaire_Min