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data.csv
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1 |
+
idx,asset_id,timestamp,sensor_type,value,anomaly_detected,transaction_id,stakeholder_role,transaction_status,transaction_amount,contract_terms
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2 |
+
0,UU1001,2023-04-01 08:30:00,pressure,120,False,TXN10001,Contractor,Completed,20,"Price-based payment, Delivery within 30 days"
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3 |
+
1,UU1002,2023-04-01 09:00:00,temperature,22,True,TXN10002,Supplier,Pending,0,"Fulfillment-based payment, Quality check within 7 days"
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4 |
+
2,UU1003,2023-04-01 09:30:00,flow_rate,350,False,TXN10003,Engineer,Completed,50,"Service level agreement, Performance bonus"
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5 |
+
3,UU1004,2023-04-01 10:00:00,vibration,0.5,False,TXN10004,Quality Control,Completed,15,"Defective product, Replacement or refund"
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6 |
+
4,UU1005,2023-04-01 10:30:00,water_quality,7.2,False,TXN10005,Environmental,Pending,0,Compliance with environmental standards
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7 |
+
5,UU1006,2023-04-02 08:15:00,soil_moisture,30%,False,TXN10006,Geotechnical Engineer,In Review,0,Assessment of soil suitability for foundation work
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8 |
+
6,UU1006,2023-04-02 08:45:00,soil_moisture,35,False,TXN10006,Contractor,Completed,15,"Quality assurance, Compliance with safety standards"
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9 |
+
7,UU1006,2023-04-01 11:00:00,humidity,65,False,TXN10006,Supplier,Completed,30,"Quality check, Prompt delivery"
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10 |
+
8,UU1006,2023-04-02 08:45:00,electrical,230,False,TXN10006,Operator,Initiated,0,"Signed agreement, Project start date"
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11 |
+
9,UU1006,2023-04-02 11:00:00,soil_moisture,32%,False,TXN10006,Supplier,Completed,45,"Water efficiency compliance, 24-hour delivery"
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12 |
+
10,UU1006,2023-04-02 08:45:00,electrical,230,False,TXN10006,Electrical Engineer,Completed,40,"Compliance with safety standards, Maintenance scheduled"
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13 |
+
11,UU1051,2023-04-02 11:45:00,soil_moisture,30%,False,TXN10501,Environmental,Completed,300,"Sustainability certification, Compliance with local regulations"
|
14 |
+
12,UU2001,2023-04-01 08:35:00,leakage,0.02,True,TXN10006,Contractor,Resolved,35,"Leakage repair within 10 hours, Follow-up inspection"
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15 |
+
13,UU2001,2023-04-02 11:00:00,pH_level,7.4,False,TXN20001,Consultant,Awaiting review,0,Contract dependent on pH compliance
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16 |
+
15,UU1007,2023-04-02 08:45:00,noise_level,60 dB,False,TXN10007,Local Community,Pending,0,Noise management plan in place
|
17 |
+
16,UU1007,2023-04-02 09:15:00,temperature,23,False,TXN10007,Supplier,Pending,0,"Timely delivery, Acceptance within 2 days"
|
18 |
+
17,UU1007,2023-04-01 11:30:00,vibration,0.4,False,TXN10007,Engineer,Completed,45,Maintenance within warranty period
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19 |
+
18,UU1007,2023-04-02 09:15:00,humidity,55,True,TXN10007,Engineer,Reviewed,0,"Project milestone achieved, Quality review"
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20 |
+
19,UU1007,2023-04-02 11:30:00,electrical_conductivity,5.6,False,TXN10007,Electrical Engineer,Pending,0,"Non-conformance penalty, Repair within 2 weeks"
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21 |
+
20,UU1007,2023-04-02 09:15:00,humidity,55,False,TXN10007,Maintenance Crew,Completed,10,"Performance within operational parameters, Report to stakeholders"
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22 |
+
21,UU1052,2023-04-02 12:15:00,noise_level,65 dB,True,TXN10502,Resident,In Progress,500,"Community service, Noise reduction measures"
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23 |
+
22,UU2002,2023-04-01 09:05:00,gas_level,100,False,TXN10007,Supplier,Completed,45,"Delivery of gas line insulation materials, 1-year warranty"
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24 |
+
23,UU2002,2023-04-02 11:30:00,corrosion_rate,0.1,False,TXN20002,Maintenance,Scheduled,40,Inspection and repair within 48 hours
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25 |
+
25,UU1008,2023-04-02 09:30:00,water_usage,1500 gallons,False,TXN10008,Utility Manager,Completed,200,Water conservation measures
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26 |
+
26,UU1008,2023-04-02 09:45:00,flow_rate,400,True,TXN10008,Engineer,Review,0,"Fix or replace equipment, Meet project deadline"
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27 |
+
27,UU1008,2023-04-01 12:00:00,flow_rate,330,True,TXN10008,Contractor,Pending,0,"Adjustment required, Additional fee"
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28 |
+
28,UU1008,2023-04-02 09:45:00,light,750,False,TXN10008,Manager,Approved,100,"Budget increase, Extended deadline"
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29 |
+
29,UU1008,2023-04-02 12:00:00,pH_level,7.5,False,TXN10008,Contractor,Completed,15,"Safety compliance, Warranty period of 1 year"
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30 |
+
30,UU1008,2023-04-02 09:45:00,structural,5,False,TXN10008,Structural Engineer,Completed,200,"Compliance with load specifications, Inspection and approval"
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31 |
+
31,UU1053,2023-04-02 12:45:00,gas_concentration,0.04 ppm,False,TXN10503,Safety Officer,Completed,0,"Safety training, Regular audits"
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32 |
+
32,UU2003,2023-04-01 09:40:00,electrical_load,750,False,TXN10008,Engineer,Completed,120,"Electrical load balancing, Energy savings report"
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33 |
+
33,UU2003,2023-04-02 12:00:00,duct_pressure,1.2,False,TXN20003,Technician,Completed,10,Repair services included
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34 |
+
35,UU1009,2023-04-02 10:15:00,electricity_consumption,500 kWh,False,TXN10009,Energy Auditor,Completed,100,Reduction of energy usage by 10%
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35 |
+
36,UU1009,2023-04-02 10:15:00,vibration,0.6,False,TXN10009,Quality Control,Completed,10,"Quality certification, Free upgrade if necessary"
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36 |
+
37,UU1009,2023-04-01 12:30:00,pressure,125,False,TXN10009,Quality Control,Completed,10,No further action needed
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37 |
+
38,UU1009,2023-04-02 10:15:00,pressure,110,False,TXN10009,Consultant,Signed,500,"Expert review, Recommendations for improvement"
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38 |
+
39,UU1009,2023-04-02 12:30:00,noise_level,65dB,False,TXN10009,Environmental Assessor,Completed,30,"Environmental impact assessment, Corrective action plan"
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39 |
+
40,UU1009,2023-04-02 10:15:00,pressure,115,True,TXN10009,Maintenance Crew,Pending,0,"Investigation required, Urgent response needed"
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40 |
+
41,UU1054,2023-04-02 13:15:00,electric_conductivity,500 µS/cm,False,TXN10504,Electrical Contractor,Pending,400,"Wiring compliance, Upgrade if needed"
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41 |
+
42,UU2004,2023-04-01 10:15:00,sewer_flow,150,True,TXN10009,Quality Control,Pending,55,"Correction of sewer flow imbalance, Re-inspection in 30 days"
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42 |
+
43,UU2004,2023-04-02 12:30:00,valve_status,Operational,False,TXN20004,Operator,Operational,0,Regular maintenance
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43 |
+
45,UU1010,2023-04-02 10:45:00,gas_pressure,15 psi,False,TXN1010,Safety Inspector,In Progress,0,Compliance with safety standards
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44 |
+
46,UU1010,2023-04-02 10:45:00,water_quality,6.8,False,TXN1010,Environmental,Pending,0,"Environmental impact assessment, Mitigation measures"
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45 |
+
47,UU1010,2023-04-01 13:00:00,temperature,23,False,TXN1010,Environmental,Completed,25,Compliance with new standards
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46 |
+
48,UU1010,2023-04-02 10:45:00,temperature,23,False,TXN1010,Supervisor,Oversaw,0,"Supervision report, Compliance check"
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47 |
+
49,UU1010,2023-04-02 13:00:00,humidity,45%,False,TXN1010,Quality Control,Completed,10,"Inspection and certification, Agreed terms and conditions"
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48 |
+
50,UU1010,2023-04-02 10:45:00,water_quality,6.5,False,TXN1010,Environmental Specialist,Completed,30,"Adherence to water purity standards, Documentation of test results"
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49 |
+
51,UU1055,2023-04-02 13:45:00,water_pressure,55 psi,False,TXN10505,Plumber,Completed,150,Installation of water-efficient fixtures
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50 |
+
52,UU2005,2023-04-01 10:45:00,maintenance_due,2024-01-15,False,TXN10010,Contractor,Scheduled,150,"Preventive maintenance, Service contract extension"
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51 |
+
53,UU2005,2023-04-02 13:00:00,water_level,10.2,False,TXN20005,Engineer,Completed,30,Design approval and optimization
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52 |
+
55,UU1011,2023-04-02 11:15:00,traffic_flow,800 vehicles/day,False,TXN1011,Traffic Engineer,Pending,0,Optimization of traffic management during construction
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53 |
+
56,UU1011,2023-04-02 11:15:00,pressure,125,False,TXN1011,Contractor,Completed,25,"Delivery as per contract specifications, Penalty for delays"
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54 |
+
57,UU1011,2023-04-01 13:30:00,flow_rate,360,True,TXN1011,Contractor,Pending,0,"System overload, Remediation required"
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55 |
+
58,UU1011,2023-04-02 11:15:00,flow_rate,400,False,TXN1011,Contractor,Committed,500,"Service contract, Penalty for delays"
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56 |
+
59,UU1011,2023-04-02 13:30:00,oxygen_level,18ppm,True,TXN1011,Medical Consultant,Pending,0,"Medical safety compliance, Emergency response plan"
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57 |
+
60,UU1011,2023-04-02 11:15:00,vibration,0.7,False,TXN1011,Quality Control,Completed,15,"Passed performance test, Confirmation of operational stability"
|
58 |
+
61,UU1056,2023-04-02 14:15:00,structure_integrity,95%,False,TXN10506,Inspection Agency,Completed,250,"Certification of structural integrity, Periodic re-inspection"
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59 |
+
62,UU2006,2023-04-01 11:00:00,noise_level,70,False,TXN10011,Environmental,Completed,0,"Noise pollution assessment, Mitigation plan"
|
60 |
+
63,UU2006,2023-04-02 13:30:00,soil_composition,Sandy loam,False,TXN20006,Environmental Specialist,Completed,0,Compliance with environmental regulations
|
61 |
+
65,UU1012,2023-04-02 11:45:00,wind_speed,20 mph,False,TXN1012,Structural Engineer,Completed,50,Stress analysis report for high wind areas
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62 |
+
66,UU1012,2023-04-02 11:45:00,temperature,21,False,TXN1012,Supplier,Completed,0,"Adjustments made to meet temperature requirements, Quality check within 5 days"
|
63 |
+
67,UU1012,2023-04-01 14:00:00,vibration,0.6,False,TXN1012,Engineer,Completed,60,"Retrofit required, Extended warranty"
|
64 |
+
68,UU1012,2023-04-02 11:45:00,vibration,0.6,False,TXN1012,Technician,Repaired,150,"Maintenance fee, Service guarantee"
|
65 |
+
69,UU1012,2023-04-02 14:00:00,airflow,3.2m3/s,False,TXN1012,Architect,Completed,25,"Design specification compliance, Aesthetic requirements"
|
66 |
+
70,UU1012,2023-04-02 11:45:00,flow_rate,400,False,TXN1012,Supplier,Completed,60,"Accurate delivery quantity, Timely delivery"
|
67 |
+
71,UU1057,2023-04-02 14:45:00,acoustic_insulation,,True,TXN10507,Architect,In Progress,750,Upgrade to soundproofing materials
|
68 |
+
72,UU2007,2023-04-01 11:15:00,water_pressure,45,True,TXN10012,Engineer,Resolved,60,"Pressure adjustment, Performance evaluation within 15 days"
|
69 |
+
73,UU2007,2023-04-02 14:00:00,structural_integrity,95%,False,TXN20007,Contractor,Completed,150,Delivery within specified timeline and quality standards
|
70 |
+
75,UU1013,2023-04-02 12:15:00,air_quality,25 AQI,False,TXN1013,Health Inspector,Pending,0,Air quality monitoring in construction zones
|
71 |
+
76,UU1013,2023-04-02 12:15:00,flow_rate,375,False,TXN1013,Engineer,Completed,40,"Installation within given timeframe, Defective parts replaced"
|
72 |
+
77,UU1013,2023-04-01 14:30:00,humidity,70,True,TXN1013,Supplier,Completed,20,"Excess moisture detected, Remediation"
|
73 |
+
78,UU1013,2023-04-02 12:15:00,electrical,220,False,TXN1013,Operator,Signed,250,"Electrical certification, Safety standards"
|
74 |
+
79,UU1013,2023-04-02 14:30:00,pest_detection,positive,True,TXN1013,Pest Control,Pending,0,"Pest infestation control, Re-inspection after treatment"
|
75 |
+
80,UU1013,2023-04-02 12:15:00,electrical,220,False,TXN1013,Electrical Engineer,Completed,35,"Routine maintenance completion, Updated electrical system documentation"
|
76 |
+
81,UU1058,2023-04-02 15:15:00,smart_lighting_usage,50%,False,TXN10508,Electrical Engineer,Completed,300,"Energy efficiency upgrades, Intelligent lighting controls"
|
77 |
+
82,UU2008,2023-04-01 11:30:00,structural_integrity,95,False,TXN10013,Quality Control,Completed,200,"Structural reinforcement, Safety audit"
|
78 |
+
83,UU2008,2023-04-02 14:30:00,sewer_flow_rate,0.8 L/s,False,TXN20008,Maintenance,Scheduled,60,Inspection and flow optimization
|
79 |
+
85,UU1014,2023-04-02 12:45:00,water_quality,6.8 ppm,False,TXN1014,Environmental Specialist,Completed,75,Water treatment and disposal plan
|
80 |
+
86,UU1014,2023-04-02 12:45:00,vibration,0.4,False,TXN1014,Quality Control,Completed,20,"Compliance with vibration limits, Contractual dispute resolution"
|
81 |
+
87,UU1014,2023-04-01 15:00:00,temperature,21,False,TXN1014,Quality Control,Completed,15,"Operational, No issues"
|
82 |
+
88,UU1014,2023-04-02 12:45:00,humidity,60,False,TXN1014,Engineer,Confirmed,0,"Design approval, Construction start"
|
83 |
+
89,UU1014,2023-04-02 15:00:00,visibility,0.5m,False,TXN1014,Contractor,Completed,20,"Construction safety, Fall protection measures"
|
84 |
+
90,UU1014,2023-04-02 12:45:00,humidity,52,False,TXN1014,Maintenance Crew,Pending,0,"Calibration check of humidity sensors, Scheduled for next maintenance cycle"
|
85 |
+
91,UU1059,2023-04-02 15:45:00,seismic_activity,0.02,False,TXN10509,Geologist,Completed,0,Regular monitoring and structural adjustments
|
86 |
+
92,UU2009,2023-04-01 11:45:00,fire_alarm_test,PASS,False,TXN10014,Contractor,Completed,30,"Fire safety system test, Certificate of compliance"
|
87 |
+
93,UU2009,2023-04-02 15:00:00,pipe_material,PE,False,TXN20009,Supplier,Confirmed,25,Material quality check and delivery
|
88 |
+
95,UU1015,2023-04-02 13:15:00,noise_level,55 dB,False,TXN1015,Project Manager,Completed,1000,Project completion and audit
|
89 |
+
96,UU1015,2023-04-02 13:15:00,water_quality,7,False,TXN1015,Environmental,Pending,0,"Environmental clearance, Sustainable materials use"
|
90 |
+
97,UU1015,2023-04-01 15:30:00,flow_rate,340,False,TXN1015,Contractor,Completed,40,"Optimization recommended, Energy savings"
|
91 |
+
99,UU1015,2023-04-02 15:30:00,light_exposure,800lux,False,TXN1015,Electrical Engineer,Pending,0,"Lighting safety standards, Installation within the project timeline"
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