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.

Showing all 24 on this page

Energy, water & emissions

Factory Energy Waste Tracking Logs

Contextual information such as location, operator, shift, and interventions

This dataset provides detailed logs of factory equipment energy consumption and waste production, including contextual information such as location, operator, shift, and interventions. It enables operations managers and ESG officers to monitor inefficiencies, track compliance, and measure progress toward sustainability goals, supporting targeted interventions and cost-saving strategies.

24 cols

factory_name
energy_consumed_kwh
energy_wasted_kwh
waste_produced_kg
+20

Open in factory

factory_name: Green Valley Plastics
energy_consumed_kwh: 720.5
energy_wasted_kwh: 54.8

Factory sensors & security

Manufacturing IoT Incident Alerts

Real-time, granular records of IoT sensor-triggered incident alerts in a smart

This dataset provides real-time, granular records of IoT sensor-triggered incident alerts in a smart manufacturing environment. Each alert includes sensor and equipment context, incident classification, severity, status, and response metrics, enabling operations teams to monitor anomalies, safety events, and equipment failures, and to optimize incident response processes.

18 cols

incident_type
sensor_type
equipment_name
location_zone
+14

Open in factory

incident_type: anomaly
sensor_type: temperature
equipment_name: Conveyor Oven 2

Energy, water & emissions

Factory Waste Water Compliance Logs

Parameter measurements, regulatory thresholds, compliance status

This dataset provides detailed, real-time logs of factory waste water discharge compliance, including parameter measurements, regulatory thresholds, compliance status, triggered alerts, and corrective actions. It enables proactive environmental management, supports ESG reporting, and facilitates regulatory audits by capturing all relevant compliance events and responses in a structured, auditable format.

26 cols

factory_name
compliance_status
action_completion_datetime
sample_datetime
+22

Open in factory

factory_name: Green Valley Textiles
compliance_status: compliant
parameter_name: COD

Suppliers & supply chain

Supplier ESG Compliance Tracker

Detailed scores, risk levels, non-compliance issues

This dataset provides a comprehensive view of supplier ESG (Environmental, Social, and Governance) compliance in the manufacturing supply chain, including detailed scores, risk levels, non-compliance issues, and improvement tracking. It enables organizations to benchmark suppliers, assess sustainability risks, and monitor progress toward corporate responsibility goals over time.

23 cols

supplier_name
esg_assessor
esg_score_environmental
esg_score_social
+19

Open in factory

supplier_name: Pacific Alloy Manufacturing
esg_assessor: GreenScope Consultants
esg_score_environmental: 77.5

Energy, water & emissions

Manufacturing Carbon Footprint Benchmarking

Carbon emission records across manufacturing processes, suppliers

This dataset provides granular, standardized carbon emission records across manufacturing processes, suppliers, and facilities, enabling sustainability benchmarking and ESG reporting. It supports analysis of greenhouse gas output, energy consumption, waste generation, and recycled material usage, helping organizations identify inefficiencies and opportunities for improvement in their supply chains.

31 cols

manufacturer_name
reporting_period_start
reporting_period_end
supplier_name
+27

Open in factory

manufacturer_name: Longevity Steelworks USA
reporting_period_start: 2022-01-01
reporting_period_end: 2022-12-31

Energy, water & emissions

Manufacturing Water Usage Audit

Water usage audit records for manufacturing facilities

This dataset provides granular water usage audit records for manufacturing facilities, detailing consumption, recycling, discharge, and compliance metrics at the production line level. It enables sustainability analysis, regulatory reporting, and targeted water-saving investments by highlighting inefficiencies and benchmarking performance across locations and time periods.

21 cols

water_source_type
total_water_consumed_m3
water_consumed_per_unit_output_m3
water_recycled_m3
+17

Open in factory

water_source_type: municipal
total_water_consumed_m3: 18500
water_consumed_per_unit_output_m3: 0.37

Suppliers & supply chain

Factory Supplier Network Risk Profile

Delivery reliability, financial stability, and ESG compliance scores

This dataset provides a comprehensive risk profile for factory suppliers, including delivery reliability, financial stability, and ESG compliance scores. It enables supply chain teams to proactively identify and rank supplier risks, supports AI/ML modeling for disruption prediction, and helps sustainability analysts target improvement areas for a resilient supplier network.

24 cols

supplier_name
risk_category
risk_factors
last_risk_assessment_date
+20

Open in factory

supplier_name: Global Steelworks Ltd
risk_category: Low
risk_factors: Logistics,Market Volatility

Energy, water & emissions

Factory Carbon Benchmark Scorecard

Carbon emissions and benchmarking metrics for small

This dataset provides detailed carbon emissions and benchmarking metrics for small and medium manufacturing facilities, enabling ESG officers and operations managers to track, compare, and report carbon reduction progress against operational benchmarks. It supports cross-plant analysis, peer group comparisons, and performance scorecards, making it ideal for sustainability reporting and improvement planning.

24 cols

factory_name
total_carbon_emissions_tonnes
carbon_emissions_scope1_tonnes
carbon_emissions_scope2_tonnes
+20

Open in factory

factory_name: Texel Loomworks
total_carbon_emissions_tonnes: 187.4
carbon_emissions_scope1_tonnes: 53.1

Energy, water & emissions

Manufacturing Waste Stream Audit Log

Waste type, quantity, disposal method, operator, location

This dataset logs detailed waste stream events from a manufacturing plant, including waste type, quantity, disposal method, operator, location, and compliance status. It enables tracking of sustainability metrics, identification of inefficiencies, and supports ESG and regulatory reporting for improved operational oversight.

14 cols

waste_type
waste_category
event_datetime
quantity_kg
+10

Open in factory

waste_type: hazardous
waste_category: solvents
quantity_kg: 15.3

Suppliers & supply chain

Supplier Carbon Emissions Tracker

Detailed emission metrics, ESG certifications, and risk ratings

This dataset tracks real-time carbon emissions data reported by suppliers, including detailed emission metrics, ESG certifications, and risk ratings. It enables manufacturing and procurement teams to monitor, benchmark, and manage supply chain sustainability, supporting ESG compliance and proactive risk mitigation. The dataset is ideal for sustainability analytics, supplier comparison, and regulatory reporting.

24 cols

supplier_name
supplier_industry
emission_scope
emission_type
+20

Open in factory

supplier_name: Green Mining Solutions Ltd
supplier_industry: Mining
emission_scope: Scope 1

Suppliers & supply chain

Factory Supplier Risk Assessment Log

Detailed risk scores, compliance and sustainability metrics

This dataset provides a comprehensive log of supplier risk assessments for manufacturing operations, including detailed risk scores, compliance and sustainability metrics, and actionable recommendations. It enables proactive supply chain risk management, vendor ranking, and supports data-driven decisions for resilience and sustainability.

24 cols

supplier_name
supplier_contact_name
assessed_by
risk_category
+20

Open in factory

supplier_name: Delta Components Ltd.
supplier_contact_name: Alice Turner
assessed_by: John S.

Quality & production

Materials Source Sustainability Audit

Supplier certifications, material origins, ecological footprint scores

This dataset provides granular, actionable insights into the sustainability of manufacturing supply chain sources, including supplier certifications, material origins, ecological footprint scores, and ESG compliance status. Designed for operational teams and managers, it enables strategic sourcing decisions, gap analysis, and robust ESG reporting to support climate resilience and digital transformation.

17 cols

material_name
audit_date
supplier_name
certification_type
+13

Open in factory

material_name: Recycled Polyester
supplier_name: Green Fiber Ltd
certification_type: ISO 14001

Suppliers & supply chain

Supplier On-Time Delivery Scorecard

Punctuality metrics, delay reasons, corrective actions

This dataset provides detailed records of supplier deliveries to manufacturing facilities, including punctuality metrics, delay reasons, corrective actions, and quality acceptance. It enables operations managers to monitor supplier reliability, identify recurring issues, and make informed sourcing decisions to strengthen supply chain resilience.

23 cols

supplier_name
supplier_contact_name
delivery_date_expected
delivery_date_actual
+19

Open in factory

supplier_name: Acme Manufacturing
supplier_contact_name: Sarah Johnson
delivery_date_expected: 2024-06-03

Factory sensors & security

Factory IoT Access Audit Log

User identity, device information, event type, outcome

This dataset provides detailed, timestamped logs of access events to IoT devices on a manufacturing floor, including user identity, device information, event type, outcome, and compliance indicators. It is ideal for security monitoring, compliance auditing, and operational analysis, enabling manufacturers to detect unauthorized activity, investigate incidents, and improve cyber-physical resilience.

17 cols

access_type
access_result
factory_zone
device_name
+13

Open in factory

access_type: login
access_result: success
factory_zone: assembly

Maintenance & downtime

Factory IoT Equipment Failure Prediction

Sensor readings and maintenance logs for factory equipment

This dataset provides granular, time-stamped sensor readings and maintenance logs for factory equipment, enabling predictive analysis of machine failures and operational downtime. It is ideal for manufacturing operations managers seeking to optimize maintenance schedules, reduce unexpected breakdowns, and improve overall equipment efficiency through data-driven insights.

15 cols

is_failure
failure_type
machine_type
location
+11

Open in factory

is_failure: false
machine_type: CNC
location: Zone A

Energy, water & emissions

Factory Water Recycling Audit

Water usage metrics, recycling rates, ESG compliance status

This dataset provides detailed records of water recycling audits conducted at manufacturing facilities, including water usage metrics, recycling rates, ESG compliance status, and actionable recommendations. It enables sustainability analysts and operations managers to monitor efficiency, address issues, and support regulatory and ESG reporting requirements. The comprehensive structure supports facility benchmarking, improvement tracking, and compliance verification.

21 cols

auditor_name
total_water_used_m3
total_water_recycled_m3
water_recycling_rate_pct
+17

Open in factory

auditor_name: J. Simmons
total_water_used_m3: 2500.75
total_water_recycled_m3: 1425.6

Maintenance & downtime

Manufacturing Downtime ESG Event Log

Manufacturing machine downtime events with detailed timestamps

This dataset logs manufacturing machine downtime events with detailed timestamps, energy consumption metrics, and ESG-related incident tags, supporting operational efficiency and sustainability compliance tracking. It enables managers and analysts to monitor downtime patterns, assess energy and ESG impacts, and identify opportunities for process improvement in smart factories.

16 cols

downtime_start
downtime_end
esg_incident_type
esg_flag
+12

Open in factory

downtime_start: 2024-04-06T08:14:00
downtime_end: 2024-04-06T09:12:00
esg_incident_type: energy-waste

Energy, water & emissions

Factory Emissions Compliance Tracker

Source-level measurements, regulatory thresholds, compliance status

This dataset provides granular tracking of factory emissions, including source-level measurements, regulatory thresholds, compliance status, and incident management. It enables plant managers and sustainability teams to monitor environmental performance, respond to non-compliance, and generate reports for regulatory and sustainability purposes.

23 cols

factory_name
emission_source_type
emission_type
emission_value
+19

Open in factory

factory_name: Seattle Industrial Chemicals
emission_source_type: boiler
emission_type: CO2

Factory sensors & security

Factory IoT Sensor Efficiency Log

Logs from factory IoT sensors, detailing machine efficiency, downtime

This dataset provides granular, time-stamped logs from factory IoT sensors, detailing machine efficiency, downtime, energy consumption, and environmental conditions. It enables manufacturing managers to monitor operational performance, identify bottlenecks, and implement predictive maintenance strategies for improved supply chain resilience and energy optimization.

15 cols

efficiency_rate
operational_status
energy_consumption_kw
downtime_minutes
+11

Open in factory

efficiency_rate: 95.4
operational_status: running
energy_consumption_kw: 35.2

Maintenance & downtime

Predictive Maintenance Incident Log

Predictive maintenance incidents in advanced manufacturing environments

This dataset provides a comprehensive log of predictive maintenance incidents in advanced manufacturing environments, detailing machine failures, sensor anomalies, maintenance actions, downtime, and associated costs. It enables operations managers and AI engineers to analyze equipment reliability, optimize preventive strategies, and model risk for improved uptime and cost efficiency.

19 cols

incident_datetime
incident_type
maintenance_type
maintenance_action
+15

Open in factory

incident_type: machine_failure
machine_type: CNC Lathe Model X
location: Plant A - East Bay

Suppliers & supply chain

Manufacturing Vendor Risk Assessment

Manufacturing supply chain vendor risk, compliance

This dataset provides a comprehensive view of manufacturing supply chain vendor risk, compliance, and resilience strategies. It enables manufacturers to proactively assess vendor vulnerabilities, monitor regulatory compliance, and benchmark performance for operational continuity and disruption management. The data supports robust risk analysis, compliance tracking, and strategic supply chain decision-making.

26 cols

vendor_name
vendor_type
risk_score
risk_level
+22

Open in factory

vendor_name: Titanium Alloy Supplies Inc.
vendor_type: raw_material
risk_score: 87.2

Suppliers & supply chain

Supplier ESG Compliance Dashboard

Ratings, audit results, and risk flags, enabling transparent

This dataset provides a detailed overview of supplier ESG compliance, including ratings, audit results, and risk flags, enabling transparent and resilient supply chain management. It is ideal for manufacturing and logistics professionals seeking to monitor, analyze, and improve supplier sustainability and compliance performance. The dataset supports proactive risk management and remediation tracking for supplier relationships.

18 cols

supplier_name
esg_rating
industry_sector
contact_person
+14

Open in factory

supplier_name: EcoTech Solutions Ltd.
esg_rating: 87.6
industry_sector: electronics

Energy, water & emissions

Factory Energy Emissions Tracking

Energy consumption and emissions across manufacturing processes, equipment

This dataset provides granular, time-stamped records of energy consumption and emissions across manufacturing processes, equipment, and factory locations. It is designed for sustainability and ESG reporting, enabling benchmarking of energy efficiency, monitoring of environmental impact, and identification of improvement opportunities within factory operations.

24 cols

factory_name
energy_source
energy_consumed_kwh
emissions_co2e_kg
+20

Open in factory

factory_name: GreenSteel Ltd
energy_source: coal
energy_consumed_kwh: 24500.5

Energy, water & emissions

Factory Energy Consumption Audit Logs

Hourly audit logs of energy consumption

This dataset offers detailed, hourly audit logs of energy consumption and efficiency for individual equipment across multiple manufacturing sites. It supports anomaly detection, tracks sustainability improvement actions, and enables benchmarking for ESG compliance and operational optimization. The comprehensive structure facilitates actionable insights for sustainability managers and energy analysts.

22 cols

audit_datetime
energy_consumed_kwh
energy_efficiency_score
auditor_name
+18

Open in factory

energy_consumed_kwh: 1050.3
energy_efficiency_score: 67.2
auditor_name: J. Carter

What’s inside. Column by column.

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

Most common columnsDatasets, of 91

supplier_id25
supplier_name24
operator_id23
machine_id17
compliance_status15
factory_id15
sensor_id15
log_id14
location12

Standard codes in the sample rowsDatasets, of 91

ISO 3166 countries35
ISO 4217 currencies2

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One sentence in. A dataset with that pattern out.

Your sentence

Over 7 mm/s fails 5×
Real machine types
2% missing temperatures

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Failure rate by vibration (mm/s)

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.
machine	vibration_mm_s	temp_c	failed
CNC lathe	8.2	71.4	yes
Press brake	2.9	48.0	no
CNC mill	7.6	—	yes
Injection moulder	4.1	55.3	no

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