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KeyFunctionalAnomalies

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  1. data.csv +101 -0
data.csv ADDED
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1
+ idx,Timestamp,KeyName,KeyValue,TransformType,IntegratorFunction,AnomalyType,Labels
2
+ 0,2023-01-01T08:30:00,KF-123,ABC-456,Normalization,Integrator-X,Type-I,Anomaly: Key Value Deviation
3
+ 1,2023-01-01T09:45:00,KF-124,DEF-789,Normalization,Integrator-Y,Type-II,Anomaly: Integrator Misalignment
4
+ 2,2023-01-02T10:15:00,KF-125,GHI-012,Standardization,Integrator-Z,Type-I,Anomaly: Value Outlier
5
+ 3,2023-01-02T11:00:00,KF-126,JKL-345,Normalization,Integrator-X,Type-II,Anomaly: Function Misconfiguration
6
+ 4,2023-01-02T12:30:00,KF-127,MNO-678,Standardization,Integrator-Y,Type-I,Anomaly: Key Format Inconsistency
7
+ 5,2023-01-03T14:05:00,KF-128,XYZ-999,Normalization,Integrator-X,Type-I,Anomaly: Key Value Deviation
8
+ 6,2023-01-03T14:20:00,KF-128,GHI-098,Normalization,Integrator-X,Anomaly: Integrator Misalignment,Anomaly: Key Transformation Error
9
+ 7,2023-01-03T10:30:00,KF-128,001-000,Normalization,Integrator-Z,Anomaly: Value Outlier,Anomaly: Key Value Out of Range
10
+ 8,2023-01-03T14:20:00,KF-128,MNP-901,Normalization,Integrator-X,Type-II,Anomaly: Function Misconfiguration
11
+ 9,2023-01-03T14:25:00,KF-128,123-XYZ,Normalization,Integrator-X,Anomaly: Key Format Inconsistency,Anomaly: Key Format Inconsistency
12
+ 10,2023-01-03T08:45:00,KF-128,ABC-789,Normalization,Integrator-X,Anomaly: Key Value Deviation,Anomaly: Key Value Deviation
13
+ 11,2023-01-03T13:20:00,KF-128,ABC-789,Normalization,Integrator-X,Anomaly: Integrator Misalignment,
14
+ 12,2023-01-03T07:45:00,KF-128,KLM-123,Normalization,Integrator-Z,Anomaly: Value Outlier,Anomaly: Value Outlier
15
+ 13,2023-01-03T08:45:00,KF-128,NOP-901,Normalization,Integrator-X,Function Misconfiguration,Anomaly: Function Misconfiguration
16
+ 14,2023-01-03T08:35:00,KF-128,AB1-CD2,Normalization,Integrator-Z,Anomaly: Key Format Inconsistency,
17
+ 15,2023-01-04T16:20:00,KF-129,ABC-987,Normalization,Integrator-Y,Type-I,Anomaly: Key Value Deviation
18
+ 16,2023-01-03T15:45:00,KF-129,JKL-456,Normalization,Integrator-Y,Anomaly: Integrator Misalignment,Anomaly: Data Type Inconsistency
19
+ 17,2023-01-03T11:15:00,KF-129,111-111,Normalization,Integrator-X,Anomaly: Value Outlier,Anomaly: Key Value Exceeds Threshold
20
+ 18,2023-01-03T15:35:00,KF-129,QRS-234,Normalization,Integrator-Y,Type-II,Anomaly: Function Misconfiguration
21
+ 19,2023-01-04T16:40:00,KF-129,ABC-DEF-GH,Standardization,Integrator-Z,Anomaly: Key Format Inconsistency,Anomaly: Key Format Inconsistency
22
+ 20,2023-01-04T09:00:00,KF-129,DEF-456,Standardization,Integrator-Y,Anomaly: Key Value Deviation,Anomaly: Key Value Deviation
23
+ 21,2023-01-03T14:35:00,KF-129,DEF-012,Standardization,Integrator-Z,Anomaly: Integrator Misalignment,
24
+ 22,2023-01-04T13:30:00,KF-129,NOP-456,Normalization,Integrator-Y,Anomaly: Value Outlier,Anomaly: Value Outlier
25
+ 23,2023-01-03T09:10:00,KF-129,QRS-234,Standardization,Integrator-Z,Function Misconfiguration,Anomaly: Function Misconfiguration
26
+ 24,2023-01-03T09:20:00,KF-129,EF3-GH4,Normalization,Integrator-X,Anomaly: Key Format Inconsistency,
27
+ 25,2023-01-05T17:40:00,KF-130,DEF-123,Standardization,Integrator-Z,Type-I,Anomaly: Key Value Deviation
28
+ 26,2023-01-04T09:10:00,KF-130,MNO-987,Standardization,Integrator-Z,Anomaly: Integrator Misalignment,Anomaly: Scaling Factor Error
29
+ 27,2023-01-03T12:45:00,KF-130,123-456,Standardization,Integrator-Y,Anomaly: Value Outlier,Anomaly: Value Significantly Deviates from Mean
30
+ 28,2023-01-04T16:50:00,KF-130,TUV-567,Standardization,Integrator-Z,Type-II,Anomaly: Function Misconfiguration
31
+ 29,2023-01-05T18:05:00,KF-130,789-IJK,Normalization,Integrator-Y,Anomaly: Key Format Inconsistency,Anomaly: Key Format Inconsistency
32
+ 30,2023-01-05T10:30:00,KF-130,GHI-123,Normalization,Integrator-Z,Anomaly: Key Value Deviation,Anomaly: Key Value Deviation
33
+ 31,2023-01-03T15:50:00,KF-130,GHI-345,Normalization,Integrator-Y,Anomaly: Integrator Misalignment,
34
+ 32,2023-01-05T16:00:00,KF-130,QRS-789,Standardization,Integrator-X,Anomaly: Value Outlier,Anomaly: Value Outlier
35
+ 33,2023-01-03T10:05:00,KF-130,TUV-567,Normalization,Integrator-Y,Function Misconfiguration,Anomaly: Function Misconfiguration
36
+ 34,2023-01-04T10:05:00,KF-130,IJ5-KL6,Standardization,Integrator-Y,Anomaly: Key Format Inconsistency,
37
+ 35,2023-01-06T18:30:00,KF-131,GHI-789,Normalization,Integrator-X,Type-I,Anomaly: Key Value Deviation
38
+ 36,2023-01-04T11:05:00,KF-131,ABC-123,Normalization,Integrator-X,Anomaly: Integrator Misalignment,Anomaly: Missing Key Integration
39
+ 37,2023-01-04T13:00:00,KF-131,789-012,Normalization,Integrator-Z,Anomaly: Value Outlier,Anomaly: Key Value Is Negative
40
+ 38,2023-01-04T17:45:00,KF-131,WXY-890,Normalization,Integrator-X,Type-II,Anomaly: Function Misconfiguration
41
+ 39,2023-01-06T20:30:00,KF-131,LMN-OPQ,Standardization,Integrator-X,Anomaly: Key Format Inconsistency,Anomaly: Key Format Inconsistency
42
+ 40,2023-01-06T11:15:00,KF-131,JKL-789,Standardization,Integrator-X,Anomaly: Key Value Deviation,Anomaly: Key Value Deviation
43
+ 41,2023-01-04T10:10:00,KF-131,JKL-678,Standardization,Integrator-X,Anomaly: Integrator Misalignment,
44
+ 42,2023-01-06T09:15:00,KF-131,TUV-012,Normalization,Integrator-Z,Anomaly: Value Outlier,Anomaly: Value Outlier
45
+ 43,2023-01-03T11:30:00,KF-131,WXY-890,Standardization,Integrator-X,Function Misconfiguration,Anomaly: Function Misconfiguration
46
+ 44,2023-01-04T10:40:00,KF-131,MN7-OP8,Normalization,Integrator-Z,Anomaly: Key Format Inconsistency,
47
+ 45,2023-01-07T19:15:00,KF-132,JKL-321,Standardization,Integrator-Y,Type-I,Anomaly: Key Value Deviation
48
+ 46,2023-01-04T12:50:00,KF-132,DEF-456,Normalization,Integrator-Y,Anomaly: Integrator Misalignment,Anomaly: Function Overwrite
49
+ 47,2023-01-04T14:30:00,KF-132,ABC-789,Standardization,Integrator-X,Anomaly: Value Outlier,Anomaly: Key Value Not Within Expected Range
50
+ 48,2023-01-05T18:25:00,KF-132,ZAB-123,Standardization,Integrator-Y,Type-II,Anomaly: Function Misconfiguration
51
+ 49,2023-01-07T22:15:00,KF-132,123-XYZ-ABC,Normalization,Integrator-Z,Anomaly: Key Format Inconsistency,Anomaly: Key Format Inconsistency
52
+ 50,2023-01-07T12:45:00,KF-132,MNO-345,Normalization,Integrator-Y,Anomaly: Key Value Deviation,Anomaly: Key Value Deviation
53
+ 51,2023-01-04T11:25:00,KF-132,MNO-901,Normalization,Integrator-Y,Anomaly: Integrator Misalignment,
54
+ 52,2023-01-07T11:20:00,KF-132,WXY-345,Normalization,Integrator-Y,Anomaly: Value Outlier,Anomaly: Value Outlier
55
+ 53,2023-01-03T12:20:00,KF-132,ZAB-123,Normalization,Integrator-Z,Function Misconfiguration,Anomaly: Function Misconfiguration
56
+ 54,2023-01-05T11:15:00,KF-132,QR9-ST0,Standardization,Integrator-X,Anomaly: Key Format Inconsistency,
57
+ 55,2023-01-08T20:00:00,KF-133,MNO-654,Normalization,Integrator-Z,Type-I,Anomaly: Key Value Deviation
58
+ 56,2023-01-05T14:30:00,KF-133,GHI-345,Standardization,Integrator-Z,Anomaly: Integrator Misalignment,Anomaly: Incorrect Key Scope
59
+ 57,2023-01-04T15:00:00,KF-133,DEF-234,Normalization,Integrator-Y,Anomaly: Value Outlier,Anomaly: Value Outlier in a Critical Key
60
+ 58,2023-01-05T19:50:00,KF-133,CDA-456,Normalization,Integrator-Z,Type-II,Anomaly: Function Misconfiguration
61
+ 59,2023-01-08T23:45:00,KF-133,XYZ-123-456,Standardization,Integrator-Y,Anomaly: Key Format Inconsistency,Anomaly: Key Format Inconsistency
62
+ 60,2023-01-08T09:00:00,KF-133,ABC-123,Standardization,Integrator-Z,Anomaly: Key Value Deviation,Anomaly: Key Value Deviation
63
+ 61,2023-01-04T12:40:00,KF-133,ABC-123,Standardization,Integrator-Z,Anomaly: Integrator Misalignment,
64
+ 62,2023-01-08T14:45:00,KF-133,STU-678,Standardization,Integrator-X,Anomaly: Value Outlier,Anomaly: Value Outlier
65
+ 63,2023-01-04T08:20:00,KF-133,CDE-456,Standardization,Integrator-Y,Function Misconfiguration,Anomaly: Function Misconfiguration
66
+ 64,2023-01-05T11:50:00,KF-133,UT1-VW2,Normalization,Integrator-Y,Anomaly: Key Format Inconsistency,
67
+ 65,2023-01-09T21:25:00,KF-134,PQR-890,Standardization,Integrator-X,Type-I,Anomaly: Key Value Deviation
68
+ 66,2023-01-05T15:55:00,KF-134,JKL-678,Normalization,Integrator-X,Anomaly: Integrator Misalignment,Anomaly: Duplicate Key
69
+ 67,2023-01-04T15:45:00,KF-134,GHI-678,Normalization,Integrator-Z,Anomaly: Value Outlier,Anomaly: Key Value Skewed from Median
70
+ 68,2023-01-06T20:30:00,KF-134,EFG-789,Normalization,Integrator-X,Type-II,Anomaly: Function Misconfiguration
71
+ 69,2023-01-09T01:30:00,KF-134,789-ABC-DEF,Normalization,Integrator-X,Anomaly: Key Format Inconsistency,Anomaly: Key Format Inconsistency
72
+ 70,2023-01-09T10:15:00,KF-134,DEF-789,Normalization,Integrator-X,Anomaly: Key Value Deviation,Anomaly: Key Value Deviation
73
+ 71,2023-01-05T13:55:00,KF-134,DEF-456,Normalization,Integrator-X,Anomaly: Integrator Misalignment,
74
+ 72,2023-01-09T17:00:00,KF-134,VWX-912,Normalization,Integrator-Z,Anomaly: Value Outlier,Anomaly: Value Outlier
75
+ 73,2023-01-04T09:00:00,KF-134,FGH-789,Normalization,Integrator-X,Function Misconfiguration,Anomaly: Function Misconfiguration
76
+ 74,2023-01-06T12:25:00,KF-134,XS3-YT4,Standardization,Integrator-Z,Anomaly: Key Format Inconsistency,
77
+ 75,2023-01-10T22:45:00,KF-135,STU-123,Normalization,Integrator-Y,Type-I,Anomaly: Key Value Deviation
78
+ 76,2023-01-06T08:15:00,KF-135,MNO-789,Standardization,Integrator-Y,Anomaly: Integrator Misalignment,Anomaly: Data Loss
79
+ 77,2023-01-05T16:15:00,KF-135,JKL-345,Standardization,Integrator-X,Anomaly: Value Outlier,Anomaly: Value Outlier During Transformation
80
+ 78,2023-01-06T21:45:00,KF-135,HIJ-012,Standardization,Integrator-Y,Type-II,Anomaly: Function Misconfiguration
81
+ 79,2023-01-10T03:15:00,KF-135,GHI-JKL-MNO,Standardization,Integrator-Z,Anomaly: Key Format Inconsistency,Anomaly: Key Format Inconsistency
82
+ 80,2023-01-10T11:30:00,KF-135,GHI-456,Standardization,Integrator-Y,Anomaly: Key Value Deviation,Anomaly: Key Value Deviation
83
+ 81,2023-01-05T15:10:00,KF-135,GHI-789,Standardization,Integrator-Y,Anomaly: Integrator Misalignment,
84
+ 82,2023-01-10T18:15:00,KF-135,YZA-345,Normalization,Integrator-Y,Anomaly: Value Outlier,Anomaly: Value Outlier
85
+ 83,2023-01-04T10:15:00,KF-135,IJK-012,Standardization,Integrator-Z,Function Misconfiguration,Anomaly: Function Misconfiguration
86
+ 84,2023-01-06T13:00:00,KF-135,ZR5-AS6,Normalization,Integrator-X,Anomaly: Key Format Inconsistency,
87
+ 85,2023-01-11T23:35:00,KF-136,VWX-456,Standardization,Integrator-Z,Type-I,Anomaly: Key Value Deviation
88
+ 86,2023-01-06T10:00:00,KF-136,ABC-234,Normalization,Integrator-X,Anomaly: Integrator Misalignment,Anomaly: Key Value Overflow
89
+ 87,2023-01-05T17:30:00,KF-136,MNO-901,Normalization,Integrator-Y,Anomaly: Value Outlier,Anomaly: Outlier Related to Data Integrity Issue
90
+ 88,2023-01-07T22:10:00,KF-136,KLM-345,Normalization,Integrator-Z,Type-II,Anomaly: Function Misconfiguration
91
+ 89,2023-01-11T05:00:00,KF-136,XYZ-123,Normalization,Integrator-Y,Anomaly: Key Format Inconsistency,Anomaly: Key Format Inconsistency
92
+ 90,2023-01-11T12:45:00,KF-136,JKL-987,Normalization,Integrator-Z,Anomaly: Key Value Deviation,Anomaly: Key Value Deviation
93
+ 91,2023-01-05T16:25:00,KF-136,JKL-012,Normalization,Integrator-Z,Anomaly: Integrator Misalignment,
94
+ 92,2023-01-11T19:30:00,KF-136,BCD-678,Standardization,Integrator-X,Anomaly: Value Outlier,Anomaly: Value Outlier
95
+ 93,2023-01-04T11:40:00,KF-136,LMN-345,Normalization,Integrator-Y,Function Misconfiguration,Anomaly: Function Misconfiguration
96
+ 94,2023-01-07T13:35:00,KF-136,BV7-CD8,Standardization,Integrator-Y,Anomaly: Key Format Inconsistency,
97
+ 95,2023-01-12T00:20:00,KF-137,YZA-789,Normalization,Integrator-X,Type-I,Anomaly: Key Value Deviation
98
+ 96,2023-01-06T11:40:00,KF-137,DEF-890,Standardization,Integrator-Y,Anomaly: Integrator Misalignment,Anomaly: Integrator Incorrect Logic
99
+ 97,2023-01-05T18:00:00,KF-137,PQR-456,Standardization,Integrator-Z,Anomaly: Value Outlier,Anomaly: Abnormally High Value Detected
100
+ 98,2023-01-07T23:20:00,KF-137,NOP-678,Standardization,Integrator-X,Type-II,Anomaly: Function Misconfiguration
101
+ 99,2023-01-12T06:45:00,KF-137,DEF-GHI-JKL,Standardization,Integrator-X,Anomaly: Key Format Inconsistency,Anomaly: Key Format Inconsistency