Manufacturing datasets

Production data, quality control, machinery logs

  • 91 ready-made datasets
  • 8 formats, Excel to Parquet
  • First download free
What the 91 cover1 square = 1 dataset
  • Suppliers & supply chain23
  • Energy, water & emissions21
  • Quality & production17
  • Maintenance & downtime16
  • Factory sensors & security13
  • Everything else1
Grouped by dataset title and tags.

91 datasets · page 4 of 4

Showing all 19 on this page

Quality & production

Small Manufacturer Supply Orders

Manufacturer and supplier information, item details, order status

This dataset provides detailed, chronological records of supply orders placed by small manufacturing businesses, including manufacturer and supplier information, item details, order status, and financials. It supports comprehensive analysis of procurement trends, inventory management, and supplier performance, making it ideal for operational optimization and strategic planning.

28 cols

  • manufacturer_name
  • supplier_name
  • quantity_ordered
  • total_order_value
  • +24
Open in factory
manufacturer_name
Westlake Metalworks LLC
supplier_name
Great Lakes Steel Supply
quantity_ordered
1200

Energy, water & emissions

Sustainable Packaging Adoption Scores

Lifecycle stages, compliance certifications, material types

This dataset provides detailed, quantifiable measures of product lines' transition to sustainable packaging, including lifecycle stages, compliance certifications, material types, and adoption scores. It enables robust ESG reporting, benchmarking, and consumer trend analysis for brands and industry sectors, supporting sustainability initiatives and strategic decision-making.

18 cols

  • packaging_material_type
  • is_packaging_recyclable
  • is_packaging_compostable
  • packaging_weight_grams
  • +14
Open in factory
packaging_material_type
Recycled PET
is_packaging_recyclable
true
is_packaging_compostable
false

Energy, water & emissions

Industrial Water Usage Monitoring

Flow rates, total consumption, leakage detection

This dataset provides continuous, timestamped logs of water usage across industrial sites, including flow rates, total consumption, leakage detection, and compliance with regulatory limits. It enables detailed sustainability analysis, operational monitoring, and regulatory reporting for industrial water management. The dataset supports site-level and sensor-level granularity, making it ideal for efficiency optimization and risk mitigation.

18 cols

  • site_name
  • flow_rate_lpm
  • total_consumption_liters
  • leakage_detected
  • +14
Open in factory
site_name
Green Valley Refinery
flow_rate_lpm
349.8
total_consumption_liters
425000

Maintenance & downtime

IoT Sensor Fault Detection Logs

Event timing, fault types, severity, sensor/device identification, location

This dataset provides detailed logs of sensor faults across an IoT network, including event timing, fault types, severity, sensor/device identification, location, and resolution actions. It enables predictive maintenance, reliability analysis, and operational monitoring for large-scale sensor deployments, supporting research and real-time analytics for improved uptime and efficiency.

18 cols

  • fault_type
  • fault_severity
  • sensor_type
  • sensor_model
  • +14
Open in factory
fault_type
signal_loss
fault_severity
critical
sensor_type
temperature

Maintenance & downtimeTop 10 most opened

Manufacturing Predictive Maintenance Records

Sensor readings, downtime durations, and detailed maintenance actions

This dataset provides granular, time-stamped logs of machine performance and maintenance events across smart factories, including sensor readings, downtime durations, and detailed maintenance actions. It is ideal for predictive maintenance modeling, failure analysis, and optimizing operational efficiency in industrial environments.

18 cols

  • maintenance_event
  • maintenance_type
  • scheduled_maintenance_date
  • operating_status
  • +14
Open in factory
maintenance_event
false
operating_status
running
temperature_celsius
68.3

Quality & productionTop 10 most opened

Manufacturing Process Cycle Times

Process steps, timing, operator and machine identifiers, product

This dataset provides detailed cycle time records for core manufacturing processes, including process steps, timing, operator and machine identifiers, product and batch information, and quality indicators. It enables granular analysis of production efficiency, bottlenecks, and rework, supporting process optimization and quality improvement initiatives.

14 cols

  • process_name
  • process_step
  • cycle_time_seconds
  • start_time
  • +10
Open in factory
process_name
Assembly
process_step
Initial Assembly
cycle_time_seconds
292

Quality & production

Production Batch Yield Records

Batch characteristics, yield metrics, timing, and quality indicators

This dataset provides detailed records of production batches, including batch characteristics, yield metrics, timing, and quality indicators. It enables manufacturers to analyze and optimize batch processes, identify inefficiencies, and improve overall production yield and quality. The dataset is ideal for process optimization, quality control, and operational analytics.

15 cols

  • product_code
  • product_name
  • batch_size
  • actual_yield
  • +11
Open in factory
product_code
PRD-001
product_name
High Purity Resin
batch_size
3200

Factory sensors & security

Factory Sensor Equipment Readings

Operational status, alert flags, and maintenance indicators

This dataset provides granular, time-stamped sensor readings from factory equipment, including operational status, alert flags, and maintenance indicators. It enables predictive maintenance, anomaly detection, and real-time optimization for Industry 4.0 manufacturing environments by linking sensor data to specific machines and factory locations.

20 cols

  • equipment_type
  • sensor_type
  • reading_value
  • reading_unit
  • +16
Open in factory
equipment_type
CNC machine
sensor_type
temperature
reading_value
55.6

Quality & productionTop 10 most opened

Manufacturing Quality Control Metrics

Defect types, severity, corrective actions, and traceability information

This dataset provides detailed records of manufacturing quality control inspections, including defect types, severity, corrective actions, and traceability information. It enables manufacturers to monitor product quality, identify recurring issues, and implement process improvements for higher efficiency and reduced defects. Ideal for quality analytics, compliance reporting, and continuous improvement initiatives.

16 cols

  • batch_number
  • defect_type
  • defect_severity
  • defect_count
  • +12
Open in factory
batch_number
BATCH-A001
defect_type
None
defect_severity
None

Quality & productionTop 10 most opened

Manufacturing Quality Control Dataset

Batch production information, inspection results, defect types

This dataset provides detailed manufacturing quality control records, including batch production information, inspection results, defect types and severities, and quality scores. It enables manufacturers to monitor process performance, identify recurring issues, and drive continuous improvement in product quality and operational efficiency.

15 cols

  • quality_score
  • product_code
  • shift
  • defect_type
  • +11
Open in factory
quality_score
99.7
product_code
PRD-02
shift
afternoon

Quality & production

Manufacturing Order Fulfillment Records

Manufacturing order fulfillment, capturing order details

This dataset provides comprehensive records of manufacturing order fulfillment, capturing order details, production timelines, delivery logistics, and outcomes. It enables analysis of lead times, delivery performance, and production efficiency, supporting data-driven decision-making in manufacturing operations and supply chain management.

21 cols

  • quantity_ordered
  • quantity_fulfilled
  • order_status
  • order_date
  • +17
Open in factory
quantity_ordered
1200
quantity_fulfilled
1200
order_status
completed

Quality & production

Manufacturing Material Consumption Data

Details on material types, quantities, costs, waste, and process context

This dataset provides granular, transaction-level records of material consumption across manufacturing plants, including details on material types, quantities, costs, waste, and process context. It enables manufacturers to analyze usage trends, optimize procurement, reduce waste, and improve production efficiency through actionable insights.

21 cols

  • material_name
  • material_type
  • quantity_consumed
  • consumption_date
  • +17
Open in factory
material_name
Iron Ore
material_type
raw
quantity_consumed
74500.5

Suppliers & supply chain

Manufacturing Supplier Lead Time Data

Order and delivery dates, supplier and material information

This dataset provides detailed records of manufacturing supplier lead times, including order and delivery dates, supplier and material information, and order status. It enables comprehensive analysis of supply chain efficiency, supplier reliability, and procurement optimization for manufacturing operations.

16 cols

  • supplier_name
  • lead_time_days
  • material_name
  • quantity_ordered
  • +12
Open in factory
supplier_name
Global Steel Components
lead_time_days
6
material_name
Hot Rolled Steel Sheet

Quality & productionTop 10 most opened

Manufacturing Production Defect Rates

Batch-level information on plant, production line, product

This dataset provides detailed records of defect rates in manufacturing production, including batch-level information on plant, production line, product, inspection methods, and defect types. It enables quality managers and process engineers to monitor, analyze, and optimize production quality, identify trends, and address recurring issues for improved operational efficiency.

18 cols

  • production_line_name
  • product_name
  • units_produced
  • units_defective
  • +14
Open in factory
production_line_name
Conveyor Assembly Line
product_name
GearBox X
units_produced
8000

Maintenance & downtimeTop 10 most opened

Manufacturing Machine Downtime Logs

Timestamps, causes, resolutions, and production impact

This dataset provides detailed logs of manufacturing machine downtime events, including timestamps, causes, resolutions, and production impact. It enables predictive maintenance, root cause analysis, and process optimization by offering granular insights into machine reliability and operational efficiency.

16 cols

  • machine_name
  • downtime_start
  • downtime_end
  • downtime_type
  • +12
Open in factory
machine_name
Press Alpha
downtime_start
2024-06-03T08:14:00
downtime_end
2024-06-03T09:02:00

Quality & production

Work Order Request Tracking

Production floor work order requests, capturing request timing, personnel

This dataset logs detailed production floor work order requests, capturing request timing, personnel, equipment, status, and bottleneck indicators. It enables manufacturing teams to analyze response and resolution times, identify workflow bottlenecks, and optimize resource allocation for improved operational efficiency.

20 cols

  • work_order_type
  • request_date
  • department
  • priority
  • +16
Open in factory
work_order_type
maintenance
department
Assembly
priority
high

Maintenance & downtime

Production Line Downtime Events

Timestamps, durations, root causes, and corrective actions

This dataset provides detailed records of manufacturing production line downtime events, including timestamps, durations, root causes, and corrective actions. It enables comprehensive analysis of operational disruptions, supports root cause identification, and facilitates continuous process improvement initiatives. The dataset is ideal for manufacturing analytics, reliability engineering, and operational excellence programs.

14 cols

  • event_start_time
  • event_end_time
  • duration_minutes
  • cause_category
  • +10
Open in factory
duration_minutes
22
cause_category
Mechanical
cause_detail
Conveyor belt misalignment

Maintenance & downtimeTop 10 most opened

Machine Maintenance Activity Logs

Detailed timing, technician information, parts used, and downtime impact

This dataset provides comprehensive logs of both scheduled and unscheduled maintenance activities performed on manufacturing equipment, including detailed timing, technician information, parts used, and downtime impact. It enables manufacturers to track maintenance history, analyze equipment reliability, optimize scheduling, and minimize unplanned downtime.

18 cols

  • maintenance_type
  • maintenance_reason
  • maintenance_start_datetime
  • maintenance_end_datetime
  • +14
Open in factory
maintenance_type
scheduled
maintenance_reason
routine check
maintenance_duration_minutes
40

Quality & productionTop 10 most opened

Production Line Defect Tracking

Detailed defect types, severity, root causes, corrective actions

This dataset provides comprehensive tracking of manufacturing defects by product, production line, and batch, including detailed defect types, severity, root causes, corrective actions, and resolution status. It enables in-depth root cause analysis, supports process improvement initiatives, and helps reduce waste and downtime in manufacturing operations. The dataset is ideal for quality control analytics, operational reporting, and continuous improvement programs.

19 cols

  • product_name
  • production_line_name
  • defect_type
  • batch_number
  • +15
Open in factory
product_name
Smart Thermostat
production_line_name
Main Assembly
defect_type
misalignment

What’s inside. Column by column.

Columns and codes found in the sample rows of all 91 manufacturing datasets.

Most common columnsDatasets, of 91
  1. supplier_id25
  2. supplier_name24
  3. operator_id23
  4. machine_id17
  5. compliance_status15
  6. factory_id15
  7. sensor_id15
  8. log_id14
  9. location12
Standard codes in the sample rowsDatasets, of 91
  1. ISO 3166 countries35
  2. ISO 4217 currencies2

Not quite what you need? Describe it.

One sentence in. A dataset with that pattern out.

  • Over 7 mm/s fails 5×
  • Real machine types
  • 2% missing temperatures
Preview 20 rows freeNo signup. No card.
Failure rate by vibration (mm/s)
0%10%20%3%<33%3–54%5–717%7+1
Sample rows for: Machine sensor readings where machines vibrating above 7 mm/s fail five times as often, with real machine types and 2% of temperatures missing.
machinevibration_mm_stemp_cfailed
CNC lathe8.271.4yes
Press brake2.948.0no
CNC mill7.6—yes
Injection moulder4.155.3no

A pattern you asked for Everything else

Next door to manufacturing.

All 19 categories →

Collections

Try a search

What should your data show?

Preview 20 rows free
No signup. No card.