Dataset Viewer
idx
int64 0
99
| asset_id
stringlengths 6
6
| timestamp
stringdate 2023-04-01 08:30:00
2023-04-02 15:45:00
| sensor_type
stringlengths 5
23
| value
stringlengths 1
16
⌀ | anomaly_detected
bool 2
classes | transaction_id
stringlengths 7
8
| stakeholder_role
stringlengths 7
24
| transaction_status
stringclasses 17
values | transaction_amount
int64 0
1k
| contract_terms
stringlengths 19
78
|
|---|---|---|---|---|---|---|---|---|---|---|
0 |
UU1001
|
2023-04-01 08:30:00
|
pressure
|
120
| false |
TXN10001
|
Contractor
|
Completed
| 20 |
Price-based payment, Delivery within 30 days
|
1 |
UU1002
|
2023-04-01 09:00:00
|
temperature
|
22
| true |
TXN10002
|
Supplier
|
Pending
| 0 |
Fulfillment-based payment, Quality check within 7 days
|
2 |
UU1003
|
2023-04-01 09:30:00
|
flow_rate
|
350
| false |
TXN10003
|
Engineer
|
Completed
| 50 |
Service level agreement, Performance bonus
|
3 |
UU1004
|
2023-04-01 10:00:00
|
vibration
|
0.5
| false |
TXN10004
|
Quality Control
|
Completed
| 15 |
Defective product, Replacement or refund
|
4 |
UU1005
|
2023-04-01 10:30:00
|
water_quality
|
7.2
| false |
TXN10005
|
Environmental
|
Pending
| 0 |
Compliance with environmental standards
|
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
|
6 |
UU1006
|
2023-04-02 08:45:00
|
soil_moisture
|
35
| false |
TXN10006
|
Contractor
|
Completed
| 15 |
Quality assurance, Compliance with safety standards
|
7 |
UU1006
|
2023-04-01 11:00:00
|
humidity
|
65
| false |
TXN10006
|
Supplier
|
Completed
| 30 |
Quality check, Prompt delivery
|
8 |
UU1006
|
2023-04-02 08:45:00
|
electrical
|
230
| false |
TXN10006
|
Operator
|
Initiated
| 0 |
Signed agreement, Project start date
|
9 |
UU1006
|
2023-04-02 11:00:00
|
soil_moisture
|
32%
| false |
TXN10006
|
Supplier
|
Completed
| 45 |
Water efficiency compliance, 24-hour delivery
|
10 |
UU1006
|
2023-04-02 08:45:00
|
electrical
|
230
| false |
TXN10006
|
Electrical Engineer
|
Completed
| 40 |
Compliance with safety standards, Maintenance scheduled
|
11 |
UU1051
|
2023-04-02 11:45:00
|
soil_moisture
|
30%
| false |
TXN10501
|
Environmental
|
Completed
| 300 |
Sustainability certification, Compliance with local regulations
|
12 |
UU2001
|
2023-04-01 08:35:00
|
leakage
|
0.02
| true |
TXN10006
|
Contractor
|
Resolved
| 35 |
Leakage repair within 10 hours, Follow-up inspection
|
13 |
UU2001
|
2023-04-02 11:00:00
|
pH_level
|
7.4
| false |
TXN20001
|
Consultant
|
Awaiting review
| 0 |
Contract dependent on pH compliance
|
15 |
UU1007
|
2023-04-02 08:45:00
|
noise_level
|
60 dB
| false |
TXN10007
|
Local Community
|
Pending
| 0 |
Noise management plan in place
|
16 |
UU1007
|
2023-04-02 09:15:00
|
temperature
|
23
| false |
TXN10007
|
Supplier
|
Pending
| 0 |
Timely delivery, Acceptance within 2 days
|
17 |
UU1007
|
2023-04-01 11:30:00
|
vibration
|
0.4
| false |
TXN10007
|
Engineer
|
Completed
| 45 |
Maintenance within warranty period
|
18 |
UU1007
|
2023-04-02 09:15:00
|
humidity
|
55
| true |
TXN10007
|
Engineer
|
Reviewed
| 0 |
Project milestone achieved, Quality review
|
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
|
20 |
UU1007
|
2023-04-02 09:15:00
|
humidity
|
55
| false |
TXN10007
|
Maintenance Crew
|
Completed
| 10 |
Performance within operational parameters, Report to stakeholders
|
21 |
UU1052
|
2023-04-02 12:15:00
|
noise_level
|
65 dB
| true |
TXN10502
|
Resident
|
In Progress
| 500 |
Community service, Noise reduction measures
|
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
|
23 |
UU2002
|
2023-04-02 11:30:00
|
corrosion_rate
|
0.1
| false |
TXN20002
|
Maintenance
|
Scheduled
| 40 |
Inspection and repair within 48 hours
|
25 |
UU1008
|
2023-04-02 09:30:00
|
water_usage
|
1500 gallons
| false |
TXN10008
|
Utility Manager
|
Completed
| 200 |
Water conservation measures
|
26 |
UU1008
|
2023-04-02 09:45:00
|
flow_rate
|
400
| true |
TXN10008
|
Engineer
|
Review
| 0 |
Fix or replace equipment, Meet project deadline
|
27 |
UU1008
|
2023-04-01 12:00:00
|
flow_rate
|
330
| true |
TXN10008
|
Contractor
|
Pending
| 0 |
Adjustment required, Additional fee
|
28 |
UU1008
|
2023-04-02 09:45:00
|
light
|
750
| false |
TXN10008
|
Manager
|
Approved
| 100 |
Budget increase, Extended deadline
|
29 |
UU1008
|
2023-04-02 12:00:00
|
pH_level
|
7.5
| false |
TXN10008
|
Contractor
|
Completed
| 15 |
Safety compliance, Warranty period of 1 year
|
30 |
UU1008
|
2023-04-02 09:45:00
|
structural
|
5
| false |
TXN10008
|
Structural Engineer
|
Completed
| 200 |
Compliance with load specifications, Inspection and approval
|
31 |
UU1053
|
2023-04-02 12:45:00
|
gas_concentration
|
0.04 ppm
| false |
TXN10503
|
Safety Officer
|
Completed
| 0 |
Safety training, Regular audits
|
32 |
UU2003
|
2023-04-01 09:40:00
|
electrical_load
|
750
| false |
TXN10008
|
Engineer
|
Completed
| 120 |
Electrical load balancing, Energy savings report
|
33 |
UU2003
|
2023-04-02 12:00:00
|
duct_pressure
|
1.2
| false |
TXN20003
|
Technician
|
Completed
| 10 |
Repair services included
|
35 |
UU1009
|
2023-04-02 10:15:00
|
electricity_consumption
|
500 kWh
| false |
TXN10009
|
Energy Auditor
|
Completed
| 100 |
Reduction of energy usage by 10%
|
36 |
UU1009
|
2023-04-02 10:15:00
|
vibration
|
0.6
| false |
TXN10009
|
Quality Control
|
Completed
| 10 |
Quality certification, Free upgrade if necessary
|
37 |
UU1009
|
2023-04-01 12:30:00
|
pressure
|
125
| false |
TXN10009
|
Quality Control
|
Completed
| 10 |
No further action needed
|
38 |
UU1009
|
2023-04-02 10:15:00
|
pressure
|
110
| false |
TXN10009
|
Consultant
|
Signed
| 500 |
Expert review, Recommendations for improvement
|
39 |
UU1009
|
2023-04-02 12:30:00
|
noise_level
|
65dB
| false |
TXN10009
|
Environmental Assessor
|
Completed
| 30 |
Environmental impact assessment, Corrective action plan
|
40 |
UU1009
|
2023-04-02 10:15:00
|
pressure
|
115
| true |
TXN10009
|
Maintenance Crew
|
Pending
| 0 |
Investigation required, Urgent response needed
|
41 |
UU1054
|
2023-04-02 13:15:00
|
electric_conductivity
|
500 µS/cm
| false |
TXN10504
|
Electrical Contractor
|
Pending
| 400 |
Wiring compliance, Upgrade if needed
|
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
|
43 |
UU2004
|
2023-04-02 12:30:00
|
valve_status
|
Operational
| false |
TXN20004
|
Operator
|
Operational
| 0 |
Regular maintenance
|
45 |
UU1010
|
2023-04-02 10:45:00
|
gas_pressure
|
15 psi
| false |
TXN1010
|
Safety Inspector
|
In Progress
| 0 |
Compliance with safety standards
|
46 |
UU1010
|
2023-04-02 10:45:00
|
water_quality
|
6.8
| false |
TXN1010
|
Environmental
|
Pending
| 0 |
Environmental impact assessment, Mitigation measures
|
47 |
UU1010
|
2023-04-01 13:00:00
|
temperature
|
23
| false |
TXN1010
|
Environmental
|
Completed
| 25 |
Compliance with new standards
|
48 |
UU1010
|
2023-04-02 10:45:00
|
temperature
|
23
| false |
TXN1010
|
Supervisor
|
Oversaw
| 0 |
Supervision report, Compliance check
|
49 |
UU1010
|
2023-04-02 13:00:00
|
humidity
|
45%
| false |
TXN1010
|
Quality Control
|
Completed
| 10 |
Inspection and certification, Agreed terms and conditions
|
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
|
51 |
UU1055
|
2023-04-02 13:45:00
|
water_pressure
|
55 psi
| false |
TXN10505
|
Plumber
|
Completed
| 150 |
Installation of water-efficient fixtures
|
52 |
UU2005
|
2023-04-01 10:45:00
|
maintenance_due
|
2024-01-15
| false |
TXN10010
|
Contractor
|
Scheduled
| 150 |
Preventive maintenance, Service contract extension
|
53 |
UU2005
|
2023-04-02 13:00:00
|
water_level
|
10.2
| false |
TXN20005
|
Engineer
|
Completed
| 30 |
Design approval and optimization
|
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
|
56 |
UU1011
|
2023-04-02 11:15:00
|
pressure
|
125
| false |
TXN1011
|
Contractor
|
Completed
| 25 |
Delivery as per contract specifications, Penalty for delays
|
57 |
UU1011
|
2023-04-01 13:30:00
|
flow_rate
|
360
| true |
TXN1011
|
Contractor
|
Pending
| 0 |
System overload, Remediation required
|
58 |
UU1011
|
2023-04-02 11:15:00
|
flow_rate
|
400
| false |
TXN1011
|
Contractor
|
Committed
| 500 |
Service contract, Penalty for delays
|
59 |
UU1011
|
2023-04-02 13:30:00
|
oxygen_level
|
18ppm
| true |
TXN1011
|
Medical Consultant
|
Pending
| 0 |
Medical safety compliance, Emergency response plan
|
60 |
UU1011
|
2023-04-02 11:15:00
|
vibration
|
0.7
| false |
TXN1011
|
Quality Control
|
Completed
| 15 |
Passed performance test, Confirmation of operational stability
|
61 |
UU1056
|
2023-04-02 14:15:00
|
structure_integrity
|
95%
| false |
TXN10506
|
Inspection Agency
|
Completed
| 250 |
Certification of structural integrity, Periodic re-inspection
|
62 |
UU2006
|
2023-04-01 11:00:00
|
noise_level
|
70
| false |
TXN10011
|
Environmental
|
Completed
| 0 |
Noise pollution assessment, Mitigation plan
|
63 |
UU2006
|
2023-04-02 13:30:00
|
soil_composition
|
Sandy loam
| false |
TXN20006
|
Environmental Specialist
|
Completed
| 0 |
Compliance with environmental regulations
|
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
|
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
|
67 |
UU1012
|
2023-04-01 14:00:00
|
vibration
|
0.6
| false |
TXN1012
|
Engineer
|
Completed
| 60 |
Retrofit required, Extended warranty
|
68 |
UU1012
|
2023-04-02 11:45:00
|
vibration
|
0.6
| false |
TXN1012
|
Technician
|
Repaired
| 150 |
Maintenance fee, Service guarantee
|
69 |
UU1012
|
2023-04-02 14:00:00
|
airflow
|
3.2m3/s
| false |
TXN1012
|
Architect
|
Completed
| 25 |
Design specification compliance, Aesthetic requirements
|
70 |
UU1012
|
2023-04-02 11:45:00
|
flow_rate
|
400
| false |
TXN1012
|
Supplier
|
Completed
| 60 |
Accurate delivery quantity, Timely delivery
|
71 |
UU1057
|
2023-04-02 14:45:00
|
acoustic_insulation
| null | true |
TXN10507
|
Architect
|
In Progress
| 750 |
Upgrade to soundproofing materials
|
72 |
UU2007
|
2023-04-01 11:15:00
|
water_pressure
|
45
| true |
TXN10012
|
Engineer
|
Resolved
| 60 |
Pressure adjustment, Performance evaluation within 15 days
|
73 |
UU2007
|
2023-04-02 14:00:00
|
structural_integrity
|
95%
| false |
TXN20007
|
Contractor
|
Completed
| 150 |
Delivery within specified timeline and quality standards
|
75 |
UU1013
|
2023-04-02 12:15:00
|
air_quality
|
25 AQI
| false |
TXN1013
|
Health Inspector
|
Pending
| 0 |
Air quality monitoring in construction zones
|
76 |
UU1013
|
2023-04-02 12:15:00
|
flow_rate
|
375
| false |
TXN1013
|
Engineer
|
Completed
| 40 |
Installation within given timeframe, Defective parts replaced
|
77 |
UU1013
|
2023-04-01 14:30:00
|
humidity
|
70
| true |
TXN1013
|
Supplier
|
Completed
| 20 |
Excess moisture detected, Remediation
|
78 |
UU1013
|
2023-04-02 12:15:00
|
electrical
|
220
| false |
TXN1013
|
Operator
|
Signed
| 250 |
Electrical certification, Safety standards
|
79 |
UU1013
|
2023-04-02 14:30:00
|
pest_detection
|
positive
| true |
TXN1013
|
Pest Control
|
Pending
| 0 |
Pest infestation control, Re-inspection after treatment
|
80 |
UU1013
|
2023-04-02 12:15:00
|
electrical
|
220
| false |
TXN1013
|
Electrical Engineer
|
Completed
| 35 |
Routine maintenance completion, Updated electrical system documentation
|
81 |
UU1058
|
2023-04-02 15:15:00
|
smart_lighting_usage
|
50%
| false |
TXN10508
|
Electrical Engineer
|
Completed
| 300 |
Energy efficiency upgrades, Intelligent lighting controls
|
82 |
UU2008
|
2023-04-01 11:30:00
|
structural_integrity
|
95
| false |
TXN10013
|
Quality Control
|
Completed
| 200 |
Structural reinforcement, Safety audit
|
83 |
UU2008
|
2023-04-02 14:30:00
|
sewer_flow_rate
|
0.8 L/s
| false |
TXN20008
|
Maintenance
|
Scheduled
| 60 |
Inspection and flow optimization
|
85 |
UU1014
|
2023-04-02 12:45:00
|
water_quality
|
6.8 ppm
| false |
TXN1014
|
Environmental Specialist
|
Completed
| 75 |
Water treatment and disposal plan
|
86 |
UU1014
|
2023-04-02 12:45:00
|
vibration
|
0.4
| false |
TXN1014
|
Quality Control
|
Completed
| 20 |
Compliance with vibration limits, Contractual dispute resolution
|
87 |
UU1014
|
2023-04-01 15:00:00
|
temperature
|
21
| false |
TXN1014
|
Quality Control
|
Completed
| 15 |
Operational, No issues
|
88 |
UU1014
|
2023-04-02 12:45:00
|
humidity
|
60
| false |
TXN1014
|
Engineer
|
Confirmed
| 0 |
Design approval, Construction start
|
89 |
UU1014
|
2023-04-02 15:00:00
|
visibility
|
0.5m
| false |
TXN1014
|
Contractor
|
Completed
| 20 |
Construction safety, Fall protection measures
|
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
|
91 |
UU1059
|
2023-04-02 15:45:00
|
seismic_activity
|
0.02
| false |
TXN10509
|
Geologist
|
Completed
| 0 |
Regular monitoring and structural adjustments
|
92 |
UU2009
|
2023-04-01 11:45:00
|
fire_alarm_test
|
PASS
| false |
TXN10014
|
Contractor
|
Completed
| 30 |
Fire safety system test, Certificate of compliance
|
93 |
UU2009
|
2023-04-02 15:00:00
|
pipe_material
|
PE
| false |
TXN20009
|
Supplier
|
Confirmed
| 25 |
Material quality check and delivery
|
95 |
UU1015
|
2023-04-02 13:15:00
|
noise_level
|
55 dB
| false |
TXN1015
|
Project Manager
|
Completed
| 1,000 |
Project completion and audit
|
96 |
UU1015
|
2023-04-02 13:15:00
|
water_quality
|
7
| false |
TXN1015
|
Environmental
|
Pending
| 0 |
Environmental clearance, Sustainable materials use
|
97 |
UU1015
|
2023-04-01 15:30:00
|
flow_rate
|
340
| false |
TXN1015
|
Contractor
|
Completed
| 40 |
Optimization recommended, Energy savings
|
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
|
DecentralizedConstruct
tags: blockchain, construction, stakeholder collaboration
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description:
The 'DecentralizedConstruct' dataset captures the attributes and activities within a decentralized framework for underground utility construction projects, utilizing blockchain technology for asset monitoring, stakeholder collaboration, and transaction facilitation.
CSV Content Preview:
"asset_id","timestamp","sensor_type","value","anomaly_detected","transaction_id","stakeholder_role","transaction_status","transaction_amount","contract_terms"
"UU1001","2023-04-01 08:30:00","pressure","120","false","TXN10001","Contractor","Completed","20.00","Price-based payment, Delivery within 30 days"
"UU1002","2023-04-01 09:00:00","temperature","22","true","TXN10002","Supplier","Pending","0.00","Fulfillment-based payment, Quality check within 7 days"
"UU1003","2023-04-01 09:30:00","flow_rate","350","false","TXN10003","Engineer","Completed","50.00","Service level agreement, Performance bonus"
"UU1004","2023-04-01 10:00:00","vibration","0.5","false","TXN10004","Quality Control","Completed","15.00","Defective product, Replacement or refund"
"UU1005","2023-04-01 10:30:00","water_quality","7.2","false","TXN10005","Environmental","Pending","0.00","Compliance with environmental standards"
Source of the data:
The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query 'labels text The proposed decentralized framework will enable efficient monitoring of real-world assets through the integration of smart contracts, allowing for real-time updates and enhanced transparency in the Underground Utility Construction sector. This integration will not only optimize the supply chain but also promote secure and reliable collaboration among various stakeholders, fostering a more robust and resilient decentralized system. Additionally, the utilization of cryptocurrency will facilitate cost-effective transactions, thereby reducing the economic burden on the construction process. The use of smart contracts in decentralized blockchain technology has led to the creation of autonomous infrastructure management systems in underground utility construction projects. These systems utilize real-world assets, such as sensors and IoT devices, to monitor and optimize the construction process. By leveraging the transparency and immutability of blockchain, project stakeholders can ensure municipal compliance and reduce the risk of disputes. Moreover, the integration of cryptocurrency and decentralized finance (DeFi) enables the secure and efficient payment of contractors and suppliers. However, the adoption of this technology still faces challenges related to scalability and interoperability with existing infrastructure. The utilization of decentralized blockchain technology in underground utility construction allows for the creation of tamper-proof ledgers that record asset utilization and management of complex networks. This enables the automation of permitting and regulatory compliance through smart contracts, reducing the need for intermediaries and increasing the efficiency of supply chain management.':
- Dataset Generation Page: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=labels+text++The+proposed+decentralized+framework+will+enable+efficient+monitoring+of+real-world+assets+through+the+integration+of+smart+contracts,+allowing+for+real-time+updates+and+enhanced+transparency+in+the+Underground+Utility+Construction+sector.+This+integration+will+not+only+optimize+the+supply+chain+but+also+promote+secure+and+reliable+collaboration+among+various+stakeholders,+fostering+a+more+robust+and+resilient+decentralized+system.+Additionally,+the+utilization+of+cryptocurrency+will+facilitate+cost-effective+transactions,+thereby+reducing+the+economic+burden+on+the+construction+process.+The+use+of+smart+contracts+in+decentralized+blockchain+technology+has+led+to+the+creation+of+autonomous+infrastructure+management+systems+in+underground+utility+construction+projects.+These+systems+utilize+real-world+assets,+such+as+sensors+and+IoT+devices,+to+monitor+and+optimize+the+construction+process.+By+leveraging+the+transparency+and+immutability+of+blockchain,+project+stakeholders+can+ensure+municipal+compliance+and+reduce+the+risk+of+disputes.+Moreover,+the+integration+of+cryptocurrency+and+decentralized+finance+(DeFi)+enables+the+secure+and+efficient+payment+of+contractors+and+suppliers.+However,+the+adoption+of+this+technology+still+faces+challenges+related+to+scalability+and+interoperability+with+existing+infrastructure.+The+utilization+of+decentralized+blockchain+technology+in+underground+utility+construction+allows+for+the+creation+of+tamper-proof+ledgers+that+record+asset+utilization+and+management+of+complex+networks.+This+enables+the+automation+of+permitting+and+regulatory+compliance+through+smart+contracts,+reducing+the+need+for+intermediaries+and+increasing+the+efficiency+of+supply+chain+management.&dataset=DecentralizedConstruct&tags=blockchain,+construction,+stakeholder+collaboration
- Model: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- More Datasets: https://huggingface.co/datasets?other=infinite-dataset-hub
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