Manufacturing
31 columns
120 rows
8 formats

Manufacturing Carbon Footprint Benchmarking

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.

last updated 30 Dec 2025
by GoMask

The brief that made it

ESG and sustainability reporting for manufacturers

Sample rows

preview · 8 of 120 rows · all 31 columns

emission_record_idstring	scopestring	units_producedfloat	facility_countrystring	reporting_period_startdate	reporting_period_enddate	manufacturer_idstring	manufacturer_namestring	supplier_idstring	supplier_namestring	process_idstring	process_namestring	facility_idstring	facility_namestring	facility_street_addressstring	facility_citystring	facility_statestring	facility_postal_codestring	product_idstring	product_namestring	emission_typestring	emission_amount_tonnesfloat	emission_intensity_per_unitfloat	energy_consumed_mwhfloat	energy_sourcestring	waste_generated_tonnesfloat	recycled_material_percentagefloat	esg_certificationstring	data_sourcestring	reporting_standardstring	notesstring
EMREC1001	Scope 1	750000	USA	2022-01-01	2022-12-31	MFG001	Longevity Steelworks USA	SUP100	Global Iron Supply	PROC-ASM-01	Steel Casting	FAC001	Steelworks Houston Plant	800 Industrial Way	Houston	TX	77001	PROD1001	Rebar 40mm	CO2	510000.34	0.68	210000.5	Coal	21600.23	7	ISO 14001	Audited	GHG Protocol	Annual steel production for US infrastructure projects.
EMREC1002	Scope 3	300	China	2021-03-01	2021-03-31	MFG002	NanoTech Devices China	blank	blank	PROC-PRT-02	Prototyping	FAC002	Nanjing Innovation Hub	55 Changjiang Rd	Nanjing	Jiangsu	210008	PROD1002	Sensor Prototype V3	N2O	2.7	0.009	12.5	Renewable	0.5	80	ISO 14001	Self-reported	CDP	Experimental batch, low emissions due to renewable energy use.
EMREC1003	Scope 3	15000	Brazil	2022-07-01	2022-07-31	MFG003	EcoPaper Mills Brazil	SUP101	Green Pulp Traders	PROC-PLP-03	Pulp Processing	FAC003	Manaus Paperworks	450 Avenida Brasil	Manaus	Amazonas	69010-060	PROD1003	Eco Pulp Sheet	CH4	120.4	0.008	340.2	Electricity	175.6	98	FSC	Third-party	GHG Protocol	High recycled input, third-party verified.
EMREC1004	Scope 2	100000	UK	2020-10-01	2020-12-31	MFG004	Global Rail Group UK	blank	blank	PROC-ASM-04	Rail Assembly	FAC004	Manchester Rail Facility	23 Railway Ave	Manchester	England	M1 2AB	PROD1004	Steel Rail	CO2	42000.7	0.42	7400.3	Electricity	1200.6	10	ISO 14001	Audited	GHG Protocol	Quarterly rail assembly, ISO certified.
EMREC1005	Scope 2	0	blank	2022-04-01	2022-04-30	MFG005	Crystal Optics Taiwan	blank	blank	PROC-GLS-05	Lens Polishing	blank	blank	blank	blank	blank	blank	PROD1005	Optical Lens	SF6	0	0	0	blank	0	0	blank	Self-reported	GHG Protocol	Maintenance period, no production or emissions recorded.
EMREC1006	Scope 1	700000	India	2021-06-01	2022-05-31	MFG006	CementWorks India	SUP102	Limestone Suppliers Ltd	PROC-CEM-06	Cement Kiln	FAC005	Hyderabad Cement Plant	22 Industrial Zone	Hyderabad	Telangana	500016	PROD1006	Portland Cement	CO2	350000.9	0.5	148000.4	Coal	12000.9	5	blank	Audited	GHG Protocol	Annual cement production, high emissions from kiln process.
EMREC1007	Scope 2	15200	Turkey	2022-05-01	2022-05-31	MFG007	TextileMakers Turkey	SUP103	Organic Fibers Inc	PROC-SPN-07	Spinning	FAC006	Istanbul Textile Mill	1977 Textile Blvd	Istanbul	Istanbul	34000	PROD1007	Cotton Yarn	CO2	550.8	0.036	560.1	Electricity	28.2	70	GRS	Self-reported	ISO 14064	High recycled fiber content, monthly production.
EMREC1008	Scope 2	300	Netherlands	2022-08-01	2022-08-31	MFG008	SolarGen Netherlands	blank	blank	PROC-ASM-08	Solar Panel Assembly	FAC007	Rotterdam Solar Hub	11 Energylaan	Rotterdam	South Holland	3013AA	PROD1008	PV Panel X4	CO2	28.9	0.096	74.3	Renewable	1.4	98	ISO 14001	Self-reported	GHG Protocol	Renewable energy with high recycled input.
EMREC1009	Scope 3	0	blank	2022-03-01	2022-03-31	MFG009	PrototypingLab Spain	blank	blank	PROC-PRT-09	3D Printing	blank	blank	blank	blank	blank	blank	PROD1009	Gear Prototype	HFCs	0	0	0	blank	0	100	blank	Self-reported	CDP	Zero-output prototype period, no emissions.
EMREC1010	Scope 1	595000	Germany	2021-01-01	2021-12-31	MFG010	ChemSynth Germany	SUP104	PetroChem Supplies	PROC-SYN-10	Synthesis	FAC008	Frankfurt ChemPark	99 Chemie Strasse	Frankfurt	Hesse	60311	PROD1010	Industrial Solvent	CO2	487000.62	0.82	128000.75	Natural Gas	18000.4	2	blank	Audited	GHG Protocol	High volume industrial production, audited emissions.
EMREC1011	Scope 3	20000	Kenya	2022-09-01	2022-09-30	MFG011	FashionWorks Kenya	blank	blank	PROC-SWN-11	Sewing	FAC009	Nairobi Fashion Plant	12 Textile St	Nairobi	Nairobi	00100	PROD1011	Summer Dress	CO2	220.3	0.011	210.7	Electricity	120.6	100	GRS	Third-party	CDP	All-recycled materials, third-party verified.
EMREC1012	Scope 2	20100	UAE	2022-02-01	2022-02-28	MFG012	Plastix UAE	SUP105	Resin Traders ME	PROC-MLD-12	Injection Molding	FAC010	Dubai Plastics Hub	27 Sheikh Zayed Rd	Dubai	Dubai	00000	PROD1012	ABS Casing	CO2	725.6	0.036	670.5	Electricity	92.7	34	ISO 14001	Self-reported	ISO 14064	Quarterly ABS molding with recycled resin input.
EMREC1013	Scope 1	1000000	Panama	2021-05-01	2021-05-31	MFG013	ShippingLines Panama	blank	blank	PROC-TRN-13	Container Transport	FAC011	Balboa Shipping Terminal	Pier 5 Canal Zone	Panama City	Panama	0819	PROD1013	Container Unit	CO2	150000.8	0.15	87000.1	Coal	13000.4	3	blank	Audited	GHG Protocol	Large volume shipping, coal-powered terminal.
EMREC1014	Scope 2	3500	Czechia	2022-01-01	2022-06-30	MFG014	FoodPackers Czechia	SUP106	AgroSource Europe	PROC-PCK-14	Packaging	FAC012	Prague Packing Plant	100 Vinohrady	Prague	Prague	12000	PROD1014	Food Tray	N2O	38.9	0.011	310.2	Natural Gas	10.6	55	ISO 14001	Audited	ISO 14064	Semi-annual packaging, moderate recycled input.
EMREC1015	Scope 1	600000	Norway	2021-07-01	2021-07-31	MFG015	SteelMasters Norway	SUP107	Nordic Minerals	PROC-ASM-15	Steel Assembly	FAC013	Bergen Steel Plant	12 Fjordveien	Bergen	Vestland	5003	PROD1015	Steel Beam	CO2	420000.2	0.7	112000.6	Coal	18000.8	8	ISO 14001	Audited	GHG Protocol	Steel beam production, high emissions from fossil energy.
EMREC1016	Scope 2	235	USA	2022-11-01	2022-11-30	MFG016	BatteryTech USA	blank	blank	PROC-ASM-16	Battery Assembly	FAC014	Palo Alto Battery Center	500 Tesla Ave	Palo Alto	CA	94301	PROD1016	Li-ion Pack	CO2	18.5	0.079	42.8	Renewable	3.2	80	ISO 14001	Self-reported	GHG Protocol	Renewable-powered battery pack assembly.
EMREC1017	Scope 3	19500	Germany	2021-09-01	2021-09-30	MFG017	PaperMakers Germany	SUP108	EcoPulp Europe	PROC-PLP-17	Paper Rolling	FAC015	Berlin Paper Mill	88 Papierstrasse	Berlin	Berlin	10115	PROD1017	Recycled Paper	CO2	310.9	0.016	260.8	Electricity	230.1	100	FSC	Third-party	CDP	Paper rolling with fully recycled pulp.
EMREC1018	Scope 2	20200	India	2021-12-01	2022-11-30	MFG018	TextileCraft India	blank	blank	PROC-DYE-18	Dyeing	FAC016	Surat Textile Hub	200 Color Rd	Surat	Gujarat	395001	PROD1018	Dyed Cotton	PFCs	830.2	0.041	880.3	Electricity	85.9	55	ISO 14001	Self-reported	ISO 14064	Annual dyeing, moderate recycled fiber.
EMREC1019	Scope 1	400000	UAE	2021-04-01	2021-04-30	MFG019	CementMakers UAE	SUP109	Arabia Minerals Ltd	PROC-CEM-19	Cement Mixing	FAC017	Abu Dhabi Cement Plant	54 Industrial Lane	Abu Dhabi	Abu Dhabi	00000	PROD1019	Mix Grade Cement	CO2	280000.6	0.7	120000.7	Coal	10000.2	2	blank	Audited	GHG Protocol	Monthly cement mixing, high fossil energy use.
EMREC1020	Scope 2	15000	China	2022-03-01	2022-03-31	MFG020	PlasticsAdvance China	SUP110	Polymer Supplies Ltd	PROC-MLD-20	Molding	FAC018	Shanghai Plastics Hub	78 Pudong Rd	Shanghai	Shanghai	200120	PROD1020	Plastic Shell	CO2	990.5	0.066	900.4	Electricity	98.4	23	ISO 14001	Self-reported	ISO 14064	Plastic molding with partial recycled input.

What the 120 rows show

from the 120-row sample

Scope 1 (scope) stands out: mean units_produced is 663,393, against 14,334 for the rest.

15,562median units_produced
3esg certifications
3reporting standards
4energy sources
4data sources
7emission types

Mean units_produced by scope120 rows

units_produced120 rows, in bands of 100k

Median 15,562, from 0.0 to 1,000,000.

facility_country106 rows with a value · 14 left blank

India12
USA9
Germany9
Brazil8
Spain8
China7
Netherlands7
Kenya7
UAE7
Panama7

31 columns by typefrom the column list below

string 23
float 6
date 2

Columns

31 columns in three groups

blueprint · 31 columns
column	type	description	example
Text 23 columns
`emission_record_id`	string	Unique identifier for each carbon emission record.unique	EMREC1001
`manufacturer_id`	string	Unique identifier for the manufacturer.	MFG001
`manufacturer_name`	string	Name of the manufacturer.	Longevity Steelworks USA
`supplier_id`	string	Unique identifier for the supplier involved in the process.optional	SUP100
`supplier_name`	string	Name of the supplier.optional	Global Iron Supply
`process_id`	string	Unique identifier for the manufacturing process.	PROC-ASM-01
`process_name`	string	Name of the manufacturing process (e.g., casting, molding, assembly).	Steel Casting
`facility_id`	string	Unique identifier for the manufacturing facility.optional	FAC001
`facility_name`	string	Name of the manufacturing facility.optional	Steelworks Houston Plant
`facility_street_address`	string	Street address of the manufacturing facility.optional	800 Industrial Way
`facility_city`	string	City where the manufacturing facility is located.optional	Houston
`facility_state`	string	State or province of the manufacturing facility.optional	TX
`facility_postal_code`	string	Postal code of the manufacturing facility.optional	77001
`facility_country`	string	Country where the manufacturing facility is located.optional	USA
`product_id`	string	Unique identifier for the product being manufactured.optional	PROD1001
`product_name`	string	Name of the product being manufactured.optional	Rebar 40mm
`scope`	string	GHG emission scope (Scope 1, Scope 2, Scope 3).Scope 1 · Scope 2 · Scope 3	Scope 1
`emission_type`	string	Type of greenhouse gas emitted (CO2, CH4, N2O, etc.).7 values	CO2
`energy_source`	string	Primary energy source used (e.g., electricity, natural gas, renewable).Electricity · Natural Gas · Coal · Renewable · Other · optional	Coal
`esg_certification`	string	ESG or sustainability certification held by the manufacturer or supplier.3 certifications · optional	ISO 14001
`data_source`	string	Source of the emission data (e.g., self-reported, audited, third-party).Self-reported · Audited · Third-party · Other	Audited
`reporting_standard`	string	Reporting standard used (e.g., GHG Protocol, ISO 14064, CDP).3 standards · optional	GHG Protocol
`notes`	string	Additional notes or comments about the emission record.optional	Monthly PCB soldering.
Numbers 6 columns
`emission_amount_tonnes`	float	Amount of greenhouse gas emitted, measured in metric tonnes.0 or more	510000.34
`emission_intensity_per_unit`	float	Emission intensity per unit of product or process (e.g., tonnes CO2e per tonne of product).0 or more · optional	0.68
`units_produced`	float	Total number of units produced during the reporting period.0 or more · optional	750000
`energy_consumed_mwh`	float	Total energy consumed during the process in megawatt-hours.0 or more · optional	210000.5
`waste_generated_tonnes`	float	Total waste generated during the process, measured in tonnes.0 or more · optional	21600.23
`recycled_material_percentage`	float	Percentage of recycled material used in the process.0 to 100 · optional	7
Dates and times 2 columns
`reporting_period_start`	date	Start date of the reporting period for this emission record.	2022-01-01
`reporting_period_end`	date	End date of the reporting period for this emission record.	2022-12-31

Use it for

A manufacturing dashboard
Units_produced by scope and a breakdown of facility_country. Excel, Power BI or Tableau.
Why do the 36 Scope 1 rows have a mean units_produced of 663,393?
A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
Emission records120
EMREC1001750000Scope 1
EMREC1002300Scope 3
EMREC100315000Scope 3
A software demo
Believable emission records with reporting_period_start, reporting_period_end and manufacturer_id to fill a screen in front of a buyer.

This dataset120 rows31 columns

Yours1,000 rows31 columnsfacility_street_address: UK only

blueprint · manufacturing-carbon-footprint-benchmarking

Behind this dataset

Same schema. As many rows as you need.

These 120 rows came out of a blueprint — 31 columns with generation rules behind each one. Open it in Data Factory to retune a column, add your own, wire in foreign keys, and run it at the size you actually need.

Rules it was built with

Each row represents a unique manufacturing facility and reporting period.
Carbon emissions are measured in metric tons and must be derived from audited energy/fuel data.
Supplier emissions contributions must be quantified and separated from facility-level data.
Facilities must be classified by type (assembly, fabrication, packaging, etc).
Benchmark comparisons include industry average and best-in-class performance.
Data includes both operational and logistics-related emissions.

Rows1,000 rows10,000 rows100,000 rows1,000,000 rows

Open the blueprint in Data Factory

1 credit per row. Preview 20 rows free. Buy rows for the full run.

Exports: CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence: yours to use, including commercially
API slug: manufacturing-carbon-footprint-benchmarking

What should your data show?

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Sample rows

What the 120 rows show

Columns

Use it for

A manufacturing dashboard

A root-cause class exercise

A software demo

Make it yours.

Same schema. As many rows as you need.

More in Manufacturing

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