Agriculture
32 columns
76 rows
8 formats

Agricultural Product Traceability Logs

This dataset provides detailed, event-level traceability logs for agricultural product batches, capturing their journey from origin farms through various supply chain stages. It includes information on product type, ownership, locations, certifications, compliance status, and fraud detection, supporting transparency, regulatory compliance, and ESG initiatives. Ideal for organizations seeking to enhance supply chain integrity, detect fraud, and demonstrate sustainable sourcing.

last updated 17 Jan 2026
by GoMask

The brief that made it

End-to-end traceability and provenance verification for agricultural products

Sample rows

preview · 8 of 76 rows · all 32 columns

log_idstring	product_typestring	quantityfloat	fraud_flagboolean	certification_bodystring	batch_idstring	product_namestring	origin_farm_idstring	origin_farm_namestring	origin_street_addressstring	origin_citystring	origin_statestring	origin_postal_codestring	origin_countrystring	harvest_datedate	unit_of_measurestring	current_owner_idstring	current_owner_namestring	current_location_street_addressstring	current_location_citystring	current_location_statestring	current_location_postal_codestring	current_location_countrystring	event_typestring	event_timestampdatetime	previous_owner_idstring	previous_owner_namestring	certification_typestring	certification_datedate	compliance_statusstring	esg_notesstring	fraud_reasonstring
AG-LOG-0012A	Grain	18500	false	USDA Organic	BATCH-20240601-WHT01	Wheat	FARM-NE-1001	Sunrise Acres	311 Meadow Rd	Kearney	NE	68847	USA	2024-06-04	kg	OWNER-AGR-101	AgroPro Logistics	201 Main St	Omaha	NE	68102	USA	Harvested	2024-06-04T09:02:00	blank	blank	Organic	2024-06-05	Compliant	Organic farming practices maintained.	blank
AG-LOG-0012B	Grain	18500	false	blank	BATCH-20240601-WHT01	Wheat	FARM-NE-1001	Sunrise Acres	311 Meadow Rd	Kearney	NE	68847	USA	2024-06-04	kg	OWNER-AGR-101	AgroPro Logistics	201 Main St	Omaha	NE	68102	USA	Transported	2024-06-06T14:30:00	OWNER-AGR-101	AgroPro Logistics	blank	blank	Compliant	Low-carbon transport used.	blank
AG-LOG-0012C	Grain	18500	false	Non-GMO Project	BATCH-20240601-WHT01	Wheat	FARM-NE-1001	Sunrise Acres	311 Meadow Rd	Kearney	NE	68847	USA	2024-06-04	kg	OWNER-MILL-2102	Midwest Milling Co.	480 Mill Rd	Lincoln	NE	68502	USA	Processed	2024-06-07T11:15:00	OWNER-AGR-101	AgroPro Logistics	Non-GMO	2024-06-07	Compliant	Non-GMO verified.	blank
AG-LOG-0012D	Grain	18500	false	blank	BATCH-20240601-WHT01	Wheat	FARM-NE-1001	Sunrise Acres	311 Meadow Rd	Kearney	NE	68847	USA	2024-06-04	kg	OWNER-MILL-2102	Midwest Milling Co.	480 Mill Rd	Lincoln	NE	68502	USA	Stored	2024-06-08T08:50:00	OWNER-MILL-2102	Midwest Milling Co.	blank	blank	Compliant	Stored in climate-controlled silos.	blank
AG-LOG-0012E	Grain	18500	false	blank	BATCH-20240601-WHT01	Wheat	FARM-NE-1001	Sunrise Acres	311 Meadow Rd	Kearney	NE	68847	USA	2024-06-04	kg	OWNER-BKR-4301	Gold Grain Bakers	920 Wheat St	Kansas City	MO	64108	USA	Sold	2024-06-09T15:10:00	OWNER-MILL-2102	Midwest Milling Co.	blank	blank	Compliant	Sold to local bakery.	blank
AG-LOG-0012F	Grain	18500	false	Fair Trade USA	BATCH-20240601-WHT01	Wheat	FARM-NE-1001	Sunrise Acres	311 Meadow Rd	Kearney	NE	68847	USA	2024-06-04	kg	OWNER-BKR-4301	Gold Grain Bakers	920 Wheat St	Kansas City	MO	64108	USA	Certified	2024-06-10T10:45:00	OWNER-MILL-2102	Midwest Milling Co.	Fair Trade	2024-06-10	Compliant	Fair Trade certified for bakery usage.	blank
AG-LOG-0023A	Fruit	10000	false	USDA Organic	BATCH-20240515-APL01	Apples	FARM-WA-2002	Evergreen Orchards	822 Apple Ln	Wenatchee	WA	98801	USA	2024-05-15	kg	OWNER-AGR-201	Northwest Distributors	1200 Fruit Ave	Spokane	WA	99201	USA	Harvested	2024-05-15T08:30:00	blank	blank	Organic	2024-05-17	Compliant	Organic orchard practices.	blank
AG-LOG-0023B	Fruit	10000	false	blank	BATCH-20240515-APL01	Apples	FARM-WA-2002	Evergreen Orchards	822 Apple Ln	Wenatchee	WA	98801	USA	2024-05-15	kg	OWNER-AGR-201	Northwest Distributors	1200 Fruit Ave	Spokane	WA	99201	USA	Transported	2024-05-16T13:05:00	OWNER-AGR-201	Northwest Distributors	blank	blank	Compliant	Efficient cold chain transport.	blank
AG-LOG-0023C	Fruit	10000	false	blank	BATCH-20240515-APL01	Apples	FARM-WA-2002	Evergreen Orchards	822 Apple Ln	Wenatchee	WA	98801	USA	2024-05-15	kg	OWNER-MKT-3091	Valley Markets	450 Orchard St	Seattle	WA	98101	USA	Stored	2024-05-17T10:10:00	OWNER-AGR-201	Northwest Distributors	blank	blank	Compliant	Stored in refrigerated facility.	blank
AG-LOG-0023D	Fruit	10000	false	blank	BATCH-20240515-APL01	Apples	FARM-WA-2002	Evergreen Orchards	822 Apple Ln	Wenatchee	WA	98801	USA	2024-05-15	kg	OWNER-MKT-3091	Valley Markets	450 Orchard St	Seattle	WA	98101	USA	Sold	2024-05-18T16:25:00	OWNER-MKT-3091	Valley Markets	blank	blank	Compliant	Sold to regional grocery chain.	blank
AG-LOG-0023E	Fruit	10000	false	Fair Trade USA	BATCH-20240515-APL01	Apples	FARM-WA-2002	Evergreen Orchards	822 Apple Ln	Wenatchee	WA	98801	USA	2024-05-15	kg	OWNER-RET-5011	FreshMart	1020 Market St	Tacoma	WA	98402	USA	Inspected	2024-05-19T14:20:00	OWNER-MKT-3091	Valley Markets	Fair Trade	2024-05-19	Compliant	Batch inspected for Fair Trade standards.	blank
AG-LOG-0038A	Grain	22500.5	false	blank	BATCH-20240602-CRN01	Corn	FARM-IA-3003	Hawkeye Farms	110 Cornfield Dr	Ames	IA	50010	USA	2024-06-02	kg	OWNER-AGR-301	Midwest Transport	510 Agri St	Des Moines	IA	50309	USA	Harvested	2024-06-02T07:22:00	blank	blank	blank	blank	Compliant	Harvested using precision agriculture.	blank
AG-LOG-0038B	Grain	22500.5	false	Non-GMO Project	BATCH-20240602-CRN01	Corn	FARM-IA-3003	Hawkeye Farms	110 Cornfield Dr	Ames	IA	50010	USA	2024-06-02	kg	OWNER-AGR-301	Midwest Transport	510 Agri St	Des Moines	IA	50309	USA	Transported	2024-06-03T12:15:00	OWNER-AGR-301	Midwest Transport	Non-GMO	2024-06-03	Compliant	Non-GMO certified.	blank
AG-LOG-0038C	Grain	22500.5	false	blank	BATCH-20240602-CRN01	Corn	FARM-IA-3003	Hawkeye Farms	110 Cornfield Dr	Ames	IA	50010	USA	2024-06-02	kg	OWNER-MILL-3102	Iowa Millworks	700 Mill Ave	Cedar Rapids	IA	52401	USA	Processed	2024-06-04T09:45:00	OWNER-AGR-301	Midwest Transport	blank	blank	Compliant	Processed to corn meal.	blank
AG-LOG-0038D	Grain	22500.5	false	blank	BATCH-20240602-CRN01	Corn	FARM-IA-3003	Hawkeye Farms	110 Cornfield Dr	Ames	IA	50010	USA	2024-06-02	kg	OWNER-MILL-3102	Iowa Millworks	700 Mill Ave	Cedar Rapids	IA	52401	USA	Stored	2024-06-05T10:10:00	OWNER-MILL-3102	Iowa Millworks	blank	blank	Compliant	Stored in dry facility.	blank
AG-LOG-0038E	Grain	22500.5	false	blank	BATCH-20240602-CRN01	Corn	FARM-IA-3003	Hawkeye Farms	110 Cornfield Dr	Ames	IA	50010	USA	2024-06-02	kg	OWNER-FD-4303	FeedCo	1050 Feed Mill Rd	Sioux City	IA	51101	USA	Sold	2024-06-06T11:30:00	OWNER-MILL-3102	Iowa Millworks	blank	blank	Compliant	Sold for livestock feed.	blank
AG-LOG-0044A	Vegetable	6000	false	blank	BATCH-20240522-TMT01	Tomatoes	FARM-CA-4004	Sol Valley Farms	350 Sunny Rd	Fresno	CA	93706	USA	2024-05-22	kg	OWNER-AGR-401	Golden State Foods	880 Produce Ave	Fresno	CA	93706	USA	Harvested	2024-05-22T10:00:00	blank	blank	blank	blank	Compliant	Water conservation methods used.	blank
AG-LOG-0044B	Vegetable	6000	false	blank	BATCH-20240522-TMT01	Tomatoes	FARM-CA-4004	Sol Valley Farms	350 Sunny Rd	Fresno	CA	93706	USA	2024-05-22	kg	OWNER-AGR-401	Golden State Foods	880 Produce Ave	Fresno	CA	93706	USA	Transported	2024-05-23T14:15:00	OWNER-AGR-401	Golden State Foods	blank	blank	Compliant	Truck fleet meets emission standards.	blank
AG-LOG-0044C	Vegetable	6000	false	blank	BATCH-20240522-TMT01	Tomatoes	FARM-CA-4004	Sol Valley Farms	350 Sunny Rd	Fresno	CA	93706	USA	2024-05-22	kg	OWNER-PLC-4103	West Coast Processors	300 Cannery Rd	Sacramento	CA	95814	USA	Processed	2024-05-24T09:35:00	OWNER-AGR-401	Golden State Foods	blank	blank	Compliant	Processed into tomato paste.	blank
AG-LOG-0044D	Vegetable	6000	false	Fair Trade USA	BATCH-20240522-TMT01	Tomatoes	FARM-CA-4004	Sol Valley Farms	350 Sunny Rd	Fresno	CA	93706	USA	2024-05-22	kg	OWNER-PLC-4103	West Coast Processors	300 Cannery Rd	Sacramento	CA	95814	USA	Stored	2024-05-25T07:50:00	OWNER-PLC-4103	West Coast Processors	Fair Trade	2024-05-25	Compliant	Fair Trade certified for processed goods.	blank

What the 76 rows show

from the 76-row sample

Grain (product type) stands out: mean quantity is 14,172, against 4,573 for the rest.

3%fraud_flag = true
3,000median quantity
2compliance statuses
3certification types
5unit of measures
7event types

Mean quantity by product_type76 rows

quantity76 rows, in bands of 2,500

Median 3,000, from 7.5 to 22,501.

certification_body31 rows with a value · 45 left blank

Fair Trade USA6
USDA5
USDA Organic4
FairTrade USA4
Non-GMO Project3
WSDA Organic2
Idaho Ag Dept2
Arizona Organic Cert.2
California Ag Dept2
California Certified Organic Farmers1

32 columns by typefrom the column list below

string 27
float 1
date 2
datetime 1
boolean 1

Columns

32 columns in four groups

blueprint · 32 columns
column	type	description	example
Text 27 columns
`log_id`	string	Unique identifier for each traceability log entryunique	AG-LOG-0012A
`batch_id`	string	Unique identifier for the agricultural product batch	BATCH-20240601-WHT01
`product_name`	string	Name of the agricultural product (e.g., Wheat, Corn, Apples)	Wheat
`product_type`	string	Type or category of the agricultural product (e.g., Grain, Fruit, Vegetable)7 types · optional	Grain
`origin_farm_id`	string	Unique identifier for the originating farm	FARM-NE-1001
`origin_farm_name`	string	Name of the originating farmoptional	Sunrise Acres
`origin_street_address`	string	Street address of the originating farmoptional	311 Meadow Rd
`origin_city`	string	City of the originating farmoptional	Kearney
`origin_state`	string	State or province of the originating farmoptional	NE
`origin_postal_code`	string	Postal code of the originating farmoptional	68847
`origin_country`	string	Country of the originating farm	USA
`unit_of_measure`	string	Unit of measure for the quantity (e.g., kg, tons, bushels)kg · tons · bushels · liters · units	kg
`current_owner_id`	string	Unique identifier for the current owner or handler of the batch	OWNER-AGR-101
`current_owner_name`	string	Name of the current owner or handleroptional	AgroPro Logistics
`current_location_street_address`	string	Street address of the current location of the batchoptional	201 Main St
`current_location_city`	string	City of the current locationoptional	Omaha
`current_location_state`	string	State or province of the current locationoptional	NE
`current_location_postal_code`	string	Postal code of the current locationoptional	68102
`current_location_country`	string	Country of the current location	USA
`event_type`	string	Type of supply chain event (e.g., Harvested, Transported, Processed, Stored, Sold)7 values	Harvested
`previous_owner_id`	string	Unique identifier for the previous owner or handler (if applicable)optional	OWNER-AGR-101
`previous_owner_name`	string	Name of the previous owner or handler (if applicable)optional	AgroPro Logistics
`certification_type`	string	Type of certification (e.g., Organic, Fair Trade, Non-GMO) if applicable3 types · optional	Organic
`certification_body`	string	Name of the certifying organization (if applicable)10 bodies · optional	USDA Organic
`compliance_status`	string	Compliance status for ESG or regulatory requirements (e.g., Compliant, Non-Compliant, Pending)Compliant · Non-Compliant · Pending · optional	Compliant
`esg_notes`	string	Additional notes related to ESG, sustainability, or complianceoptional	Non-GMO verified.
`fraud_reason`	string	Reason for fraud flag, if applicableoptional	Origin farm address misma…
Numbers 1 column
`quantity`	float	Quantity of product in the batch (use with unit_of_measure)0 or more	18500
Dates and times 3 columns
`harvest_date`	date	Date when the product batch was harvested	2024-06-04
`event_timestamp`	datetime	Timestamp when the event occurred	2024-06-04T09:02:00
`certification_date`	date	Date when certification was granted (if applicable)optional	2024-06-05
True or false 1 column
`fraud_flag`	boolean	Indicates if the batch or event is flagged for potential fraudoptional	false

Use it for

An agriculture dashboard
The fraud_flag rate, quantity by product_type and a breakdown of certification_body. Excel, Power BI or Tableau.
Why do the 17 Grain rows have a mean quantity of 14,172?
A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
Logs76
AG-LOG-0012A18500Grain
L-4u3m2d1c-JA5n330.2Vegetable
LOG-05F13C9B3300.25Nut
A software demo
Believable logs with batch_id, product_name and product_type to fill a screen in front of a buyer.

This dataset76 rows32 columns

Yours1,000 rows32 columnsorigin_street_address: UK only

blueprint · agricultural-product-traceability-logs

Behind this dataset

Same schema. As many rows as you need.

These 76 rows came out of a blueprint — 32 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 product batch must link to farm of origin with unique ID
All transfer events must record timestamp, handler, and status
Flag any batch with missing certification or documentation
Log discrepancies in quantity or quality at each checkpoint
Batches with reported fraud require escalation to compliance manager

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: agricultural-product-traceability-logs

What should your data show?

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Sample rows

What the 76 rows show

Columns

Use it for

An agriculture dashboard

A root-cause class exercise

A software demo

Make it yours.

Same schema. As many rows as you need.

More in Agriculture

What should your data show?