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Datasets:
penikmatrumput
/
nasa-cmapss-rul

Tasks:
Time Series Forecasting
Tabular Regression
Modalities:
Tabular
Time-series
Formats:
csv
Languages:
English
Indonesian
Size:
100K - 1M
Tags:
timeseries
prognostics
predictive-maintenance
turbofan
RUL
datathon
Libraries:
Datasets
Dask
License:
Dataset card Data Studio Files
xet
Community
1
mzidan2694 commited on
Commit
cdf5f6e
·
verified ·
1 Parent(s): b648db8

Added Synthetic Business Data to simulate Business Use-Case

Browse files
Files changed (3) hide show
  1. production_schedule_v2.csv +84 -0
  2. synthetic_business_data_v2.csv +101 -0
  3. synthetic_orders_data_v2.csv +84 -0
production_schedule_v2.csv ADDED
@@ -0,0 +1,84 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ engine_id,order_id
2
+ 84,ORD-2824
3
+ 64,ORD-1409
4
+ 51,ORD-5506
5
+ 83,ORD-5012
6
+ 59,ORD-4657
7
+ 19,ORD-3286
8
+ 34,ORD-2679
9
+ 18,ORD-9935
10
+ 32,ORD-2424
11
+ 72,ORD-7912
12
+ 69,ORD-1520
13
+ 94,ORD-1488
14
+ 75,ORD-2535
15
+ 55,ORD-4582
16
+ 88,ORD-4811
17
+ 52,ORD-9279
18
+ 47,ORD-1434
19
+ 29,ORD-4257
20
+ 93,ORD-9928
21
+ 66,ORD-7873
22
+ 99,ORD-4611
23
+ 12,ORD-8359
24
+ 7,ORD-5557
25
+ 15,ORD-1106
26
+ 20,ORD-3615
27
+ 21,ORD-7924
28
+ 87,ORD-6574
29
+ 9,ORD-5552
30
+ 50,ORD-3547
31
+ 49,ORD-4527
32
+ 60,ORD-6514
33
+ 68,ORD-2674
34
+ 33,ORD-2519
35
+ 2,ORD-7224
36
+ 77,ORD-2584
37
+ 35,ORD-6881
38
+ 44,ORD-6635
39
+ 8,ORD-5333
40
+ 95,ORD-1711
41
+ 28,ORD-8527
42
+ 11,ORD-9785
43
+ 30,ORD-3045
44
+ 1,ORD-7201
45
+ 100,ORD-2291
46
+ 57,ORD-5803
47
+ 17,ORD-6925
48
+ 90,ORD-4150
49
+ 71,ORD-2139
50
+ 79,ORD-1750
51
+ 54,ORD-4733
52
+ 78,ORD-5741
53
+ 41,ORD-2307
54
+ 76,ORD-4814
55
+ 53,ORD-2654
56
+ 98,ORD-7227
57
+ 39,ORD-5554
58
+ 13,ORD-8428
59
+ 10,ORD-6977
60
+ 24,ORD-3664
61
+ 70,ORD-7065
62
+ 65,ORD-6820
63
+ 89,ORD-4432
64
+ 58,ORD-5374
65
+ 86,ORD-2169
66
+ 92,ORD-3803
67
+ 67,ORD-9751
68
+ 63,ORD-5010
69
+ 42,ORD-3677
70
+ 48,ORD-8573
71
+ 45,ORD-7216
72
+ 40,ORD-5422
73
+ 31,ORD-4598
74
+ 62,ORD-6313
75
+ 3,ORD-1916
76
+ 27,ORD-4752
77
+ 46,ORD-1525
78
+ 16,ORD-6168
79
+ 26,ORD-7572
80
+ 82,ORD-5386
81
+ 5,ORD-2084
82
+ 37,ORD-4456
83
+ 25,ORD-6155
84
+ 22,ORD-4483
synthetic_business_data_v2.csv ADDED
@@ -0,0 +1,101 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ engine_id,is_critical_route,next_service_in_cycles,cost_of_failure_usd,proactive_repair_cost_usd,part_lead_time_days,standard_repair_time_days
2
+ 1,False,169,2769598,92107,25,6
3
+ 2,False,151,3098591,136202,34,6
4
+ 3,False,74,4869990,101663,37,2
5
+ 4,False,94,2874371,65708,32,6
6
+ 5,True,102,5189899,141906,37,6
7
+ 6,True,95,7249302,99811,9,6
8
+ 7,True,40,4731681,52811,23,4
9
+ 8,False,34,2973548,106250,8,5
10
+ 9,False,145,4870442,122082,39,3
11
+ 10,False,8,3213475,84754,21,4
12
+ 11,True,117,6032850,145742,32,6
13
+ 12,False,183,2999238,61411,34,2
14
+ 13,False,5,4959034,52911,33,6
15
+ 14,True,154,5892651,117270,10,5
16
+ 15,True,124,3569983,133763,39,6
17
+ 16,True,87,6769000,58680,41,2
18
+ 17,False,35,2043585,134896,28,5
19
+ 18,False,67,3419945,133879,33,6
20
+ 19,False,65,4161196,121295,35,5
21
+ 20,True,16,6809172,138614,39,3
22
+ 21,False,52,2109556,61111,37,3
23
+ 22,True,161,5363335,87504,25,6
24
+ 23,True,70,6091624,51802,36,5
25
+ 24,False,14,4864747,58155,27,2
26
+ 25,False,152,2200235,123656,37,6
27
+ 26,False,124,4123091,89384,7,3
28
+ 27,True,60,6013531,97254,22,3
29
+ 28,False,42,3201482,71918,29,6
30
+ 29,False,29,2542335,135981,35,5
31
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32
+ 31,False,4,4506075,80306,44,5
33
+ 32,True,55,6998553,66646,28,3
34
+ 33,True,150,6726619,96843,36,3
35
+ 34,False,197,4907360,146601,26,4
36
+ 35,False,2,4782592,140735,27,3
37
+ 36,False,74,3701240,66371,6,2
38
+ 37,False,79,2984346,127371,31,6
39
+ 38,True,75,5254747,52049,6,6
40
+ 39,False,163,4235000,81616,30,5
41
+ 40,False,67,4714227,70932,21,3
42
+ 41,True,77,3191922,79855,44,2
43
+ 42,False,44,3627880,111434,37,5
44
+ 43,True,28,3604035,122694,13,4
45
+ 44,False,146,2499046,93016,43,5
46
+ 45,True,48,6822631,57400,33,5
47
+ 46,False,54,2021959,92642,30,3
48
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49
+ 48,False,122,3954109,101407,29,5
50
+ 49,False,97,3838756,116690,28,2
51
+ 50,True,126,3342864,54499,17,2
52
+ 51,False,56,4262990,56295,11,6
53
+ 52,False,11,3384250,109040,40,4
54
+ 53,False,36,2061087,62183,24,4
55
+ 54,False,79,3013343,79299,5,6
56
+ 55,False,87,4082263,62874,12,5
57
+ 56,False,64,4215603,82711,20,4
58
+ 57,True,40,5244264,55539,18,2
59
+ 58,True,24,5829019,103351,16,2
60
+ 59,True,106,3659688,111267,27,3
61
+ 60,False,53,2039353,98354,19,4
62
+ 61,False,41,4290227,52557,32,5
63
+ 62,True,168,3097977,88360,38,6
64
+ 63,False,45,2765313,132018,6,6
65
+ 64,False,32,3531266,52200,36,5
66
+ 65,True,129,3625320,118497,27,3
67
+ 66,False,53,4688612,96975,26,6
68
+ 67,True,129,7257192,71357,29,4
69
+ 68,False,13,4878391,127505,26,3
70
+ 69,True,146,4156119,52869,26,4
71
+ 70,False,48,2813168,111135,10,2
72
+ 71,False,132,2225281,100108,19,3
73
+ 72,True,69,7493647,144179,41,6
74
+ 73,True,88,5101206,140272,37,3
75
+ 74,False,63,3480415,88467,12,3
76
+ 75,False,112,2269536,73328,9,3
77
+ 76,False,195,4414976,141412,43,3
78
+ 77,False,38,3306002,136831,8,4
79
+ 78,True,128,3266683,53987,10,2
80
+ 79,False,99,3561729,108871,36,5
81
+ 80,True,67,7259406,72399,34,3
82
+ 81,False,187,2837291,96214,39,6
83
+ 82,False,38,4222809,149522,44,3
84
+ 83,False,127,3283743,136416,20,6
85
+ 84,True,28,4022503,120271,17,4
86
+ 85,False,166,3119043,94064,34,6
87
+ 86,False,90,4206903,120091,23,5
88
+ 87,False,144,3429626,90818,21,2
89
+ 88,False,132,4908926,95525,23,6
90
+ 89,False,23,3741093,69830,32,6
91
+ 90,False,54,4558231,67429,30,2
92
+ 91,True,166,6698406,56893,41,5
93
+ 92,False,50,4018163,129909,30,3
94
+ 93,False,156,2106081,97333,27,6
95
+ 94,False,67,3661909,53436,13,2
96
+ 95,False,111,4656138,124290,16,4
97
+ 96,False,103,2110078,126213,5,2
98
+ 97,False,66,3915631,55895,5,4
99
+ 98,False,79,4119823,69738,38,5
100
+ 99,True,103,5200464,80746,36,3
101
+ 100,True,2,5106156,99377,29,2
synthetic_orders_data_v2.csv ADDED
@@ -0,0 +1,84 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ order_id,client_name,order_value_usd,due_in_cycles,penalty_if_late_usd
2
+ ORD-2824,Globex Inc.,900573,81,108068
3
+ ORD-1409,ACME Corp,1715856,52,137268
4
+ ORD-5506,ACME Corp,1137144,32,90971
5
+ ORD-5012,Stark Industries,1398320,69,209748
6
+ ORD-4657,ACME Corp,1468021,42,117441
7
+ ORD-3286,ACME Corp,678352,33,54268
8
+ ORD-2679,Stark Industries,966152,68,144922
9
+ ORD-9935,Stark Industries,1607739,63,241160
10
+ ORD-2424,Cyberdyne Systems,925523,48,92552
11
+ ORD-7912,Globex Inc.,1687983,54,202557
12
+ ORD-1520,Stark Industries,720184,70,108027
13
+ ORD-1488,ACME Corp,822710,45,65816
14
+ ORD-2535,ACME Corp,2156940,50,172555
15
+ ORD-4582,Globex Inc.,2346182,63,281541
16
+ ORD-4811,Globex Inc.,1033636,84,124036
17
+ ORD-9279,ACME Corp,1913354,40,153068
18
+ ORD-1434,Stark Industries,2276203,58,341430
19
+ ORD-4257,ACME Corp,731915,46,58553
20
+ ORD-9928,Stark Industries,1025830,62,153874
21
+ ORD-7873,Stark Industries,1218216,76,182732
22
+ ORD-4611,Cyberdyne Systems,1763108,58,176310
23
+ ORD-8359,Stark Industries,1837682,57,275652
24
+ ORD-5557,Globex Inc.,657504,71,78900
25
+ ORD-1106,ACME Corp,1192440,42,95395
26
+ ORD-3615,ACME Corp,1715557,57,137244
27
+ ORD-7924,Stark Industries,1751772,88,262765
28
+ ORD-6574,Globex Inc.,948345,68,113801
29
+ ORD-5552,Stark Industries,2379490,62,356923
30
+ ORD-3547,Globex Inc.,1290141,69,154816
31
+ ORD-4527,Stark Industries,1954908,88,293236
32
+ ORD-6514,Cyberdyne Systems,2050284,57,205028
33
+ ORD-2674,Wayne Enterprises,2041310,31,102065
34
+ ORD-2519,Stark Industries,713920,87,107088
35
+ ORD-7224,Globex Inc.,2009433,81,241131
36
+ ORD-2584,Globex Inc.,2307150,70,276858
37
+ ORD-6881,Stark Industries,1904116,60,285617
38
+ ORD-6635,Wayne Enterprises,759747,17,37987
39
+ ORD-5333,Cyberdyne Systems,1527512,47,152751
40
+ ORD-1711,Stark Industries,552528,63,82879
41
+ ORD-8527,Stark Industries,1470240,52,220536
42
+ ORD-9785,Wayne Enterprises,655576,25,32778
43
+ ORD-3045,Stark Industries,1428479,65,214271
44
+ ORD-7201,ACME Corp,888043,53,71043
45
+ ORD-2291,Cyberdyne Systems,660775,55,66077
46
+ ORD-5803,Stark Industries,1872249,57,280837
47
+ ORD-6925,Globex Inc.,1187281,77,142473
48
+ ORD-4150,Stark Industries,1675592,85,251338
49
+ ORD-2139,Wayne Enterprises,2251541,31,112577
50
+ ORD-1750,Stark Industries,817428,69,122614
51
+ ORD-4733,Cyberdyne Systems,2432015,58,243201
52
+ ORD-5741,Stark Industries,622402,55,93360
53
+ ORD-2307,Wayne Enterprises,1073695,19,53684
54
+ ORD-4814,Cyberdyne Systems,1678049,39,167804
55
+ ORD-2654,Wayne Enterprises,1965585,27,98279
56
+ ORD-7227,Stark Industries,1025303,82,153795
57
+ ORD-5554,ACME Corp,2173361,44,173868
58
+ ORD-8428,Stark Industries,2135156,75,320273
59
+ ORD-6977,Globex Inc.,1306741,76,156808
60
+ ORD-3664,Globex Inc.,651456,83,78174
61
+ ORD-7065,Stark Industries,770846,50,115626
62
+ ORD-6820,Stark Industries,1203286,55,180492
63
+ ORD-4432,Cyberdyne Systems,1215460,34,121546
64
+ ORD-5374,Wayne Enterprises,1599188,37,79959
65
+ ORD-2169,ACME Corp,2345924,39,187673
66
+ ORD-3803,ACME Corp,1693104,50,135448
67
+ ORD-9751,Globex Inc.,1587341,50,190480
68
+ ORD-5010,Wayne Enterprises,1434604,18,71730
69
+ ORD-3677,Stark Industries,1848464,89,277269
70
+ ORD-8573,Cyberdyne Systems,1584763,37,158476
71
+ ORD-7216,Stark Industries,1008153,83,151222
72
+ ORD-5422,Globex Inc.,1860642,61,223277
73
+ ORD-4598,ACME Corp,1360395,34,108831
74
+ ORD-6313,Stark Industries,1848346,66,277251
75
+ ORD-1916,Stark Industries,2485838,72,372875
76
+ ORD-4752,ACME Corp,1326196,43,106095
77
+ ORD-1525,Cyberdyne Systems,815826,36,81582
78
+ ORD-6168,Stark Industries,2151451,83,322717
79
+ ORD-7572,Globex Inc.,817537,67,98104
80
+ ORD-5386,Globex Inc.,2489466,83,298735
81
+ ORD-2084,Globex Inc.,1864133,82,223695
82
+ ORD-4456,ACME Corp,750875,59,60070
83
+ ORD-6155,Cyberdyne Systems,753490,46,75349
84
+ ORD-4483,Wayne Enterprises,933027,24,46651