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