Agriculture
20 columns
160 rows
8 formats

Agri-Product IoT Traceability Logs

This dataset provides comprehensive, event-level traceability logs for agricultural products, integrating IoT sensor readings, supply chain events, geolocations, and compliance data. It enables detailed analysis of product journeys, supports transparency and sustainability initiatives, and facilitates regulatory compliance and operational optimization across the agri-food supply chain.

last updated 5 Feb 2026
by GoMask

The brief that made it

Supply chain transparency and bottleneck detection

Sample rows

preview · 8 of 160 rows · all 20 columns

log_idstring	sensor_typestring	sensor_reading_valuefloat	location_statestring	product_idstring	batch_idstring	sensor_idstring	sensor_reading_unitstring	event_typestring	event_timestampdatetime	location_latitudefloat	location_longitudefloat	location_street_addressstring	location_citystring	location_postal_codestring	location_countrystring	operator_idstring	compliance_statusstring	sustainability_certificationstring	notesstring
LOG-0001	temperature	7.8	CA	APPLE-101	BATCH-A-2024	SENSOR-TEMP-0001	Celsius	harvested	2024-01-08T09:16:23Z	37.7749	-122.4194	123 Orchard Lane	Fresno	93722	USA	OP-APPLE-CA-01	compliant	organic	Harvested in optimal conditions with temperature maintained at 7.8°C.
LOG-0002	humidity	83.2	CA	APPLE-101	BATCH-A-2024	SENSOR-HUM-0002	%RH	packaged	2024-01-09T15:27:45Z	37.8044	-122.2712	222 Packing Ave	Oakland	94607	USA	OP-APPLE-CA-01	pending	organic	Packaging occurred with high humidity; pending final compliance review.
LOG-0003	gps	17.4	CA	APPLE-101	BATCH-A-2024	SENSOR-GPS-0003	km/h	shipped	2024-01-10T10:45:12Z	34.0522	-118.2437	456 Transport Rd	Los Angeles	90021	USA	OP-APPLE-CA-01	compliant	organic	Shipment speed recorded by GPS sensor; within safe limits.
LOG-0004	vibration	183.5	NY	APPLE-101	BATCH-A-2024	SENSOR-VIB-0004	m/s²	received	2024-01-11T11:32:30Z	40.7128	-74.006	789 Warehouse Blvd	New York	10007	USA	OP-APPLE-NY-02	compliant	organic	Received with minimal vibration; product integrity confirmed.
LOG-0005	temperature	10.2	MI	GRAPE-204	BATCH-G-2024	SENSOR-TEMP-0005	Celsius	harvested	2024-02-05T09:01:17Z	45.4642	9.19	Via Vigneto 1	Milan	20100	Italy	OP-GRAPE-IT-01	compliant	organic	Harvested in Milan vineyards; temperature optimal for grapes.
LOG-0006	humidity	72.3	RM	GRAPE-204	BATCH-G-2024	SENSOR-HUM-0006	%RH	packaged	2024-02-06T14:25:59Z	41.9028	12.4964	Via Roma 16	Rome	00100	Italy	OP-GRAPE-IT-01	pending	organic	Humidity during packaging slightly below optimal; pending review.
LOG-0007	pressure	32.5	blank	GRAPE-204	BATCH-G-2024	SENSOR-PRES-0007	kPa	stored	2024-02-07T17:34:08Z	48.8566	2.3522	Rue des Vins 5	Paris	75001	France	OP-GRAPE-FR-02	compliant	organic	Pressure monitored during storage; maintained within safe range.
LOG-0008	gps	23.6	blank	GRAPE-204	BATCH-G-2024	SENSOR-GPS-0008	km/h	shipped	2024-02-08T08:15:27Z	52.3676	4.9041	Logisticsweg 3	Amsterdam	1012	Netherlands	OP-GRAPE-NL-03	compliant	organic	Shipment in progress; GPS speed within expected range.
LOG-0009	other	0.01	blank	GRAPE-204	BATCH-G-2024	SENSOR-OTHER-0009	ppm	inspected	2024-02-10T13:31:00Z	51.5074	-0.1278	Inspection Road 7	London	EC1A	UK	OP-GRAPE-UK-04	compliant	organic	Inspection complete; all readings within normal parameters.
LOG-0010	temperature	27.5	blank	BANANA-302	BANANA-LOT-302	SENSOR-TEMP-0010	Celsius	harvested	2024-03-12T07:59:28Z	-1.2921	36.8219	123 Plantation Way	Nairobi	00100	Kenya	OP-BANANA-KE-01	compliant	none	Banana harvest in Kenya; temperature at 27.5°C, typical for the region.
LOG-0011	humidity	98.7	blank	BANANA-302	BANANA-LOT-302	SENSOR-HUM-0011	%RH	packaged	2024-03-13T15:42:31Z	-1.286389	36.817223	456 Packing St	Nairobi	00100	Kenya	OP-BANANA-KE-01	pending	none	High humidity during packaging; review required.
LOG-0012	vibration	9998.2	blank	BANANA-302	BANANA-LOT-302	SENSOR-VIB-0012	m/s²	shipped	2024-03-14T11:23:10Z	-23.5505	-46.6333	789 Export Ave	São Paulo	01000	Brazil	OP-BANANA-BR-02	non-compliant	none	Excessive vibration detected during shipment; flagged for review.
LOG-0013	gps	0	blank	BANANA-302	BANANA-LOT-302	SENSOR-GPS-0013	m/s	received	2024-03-15T14:55:17Z	-34.6037	-58.3816	101 Receiving Rd	Buenos Aires	C1000	Argentina	OP-BANANA-AR-03	pending	none	No movement detected upon receiving; further inspection needed.
LOG-0014	humidity	64.1	blank	RICE-410	RICE-LOT-410	SENSOR-HUM-0014	%RH	harvested	2024-04-02T08:13:09Z	30.0444	31.2357	12 Rice Field	Cairo	11511	Egypt	OP-RICE-EG-01	compliant	none	Rice harvest in Cairo; humidity in optimal range.
LOG-0015	pressure	150	blank	RICE-410	RICE-LOT-410	SENSOR-PRES-0015	kPa	packaged	2024-04-03T13:22:30Z	35.6895	139.6917	Rice Lane 16	Tokyo	100-0001	Japan	OP-RICE-JP-02	non-compliant	none	Pressure exceeded safe limit during packaging; flagged as non-compliant.
LOG-0016	temperature	-2.7	blank	RICE-410	RICE-LOT-410	SENSOR-TEMP-0016	Celsius	stored	2024-04-04T17:18:15Z	27.7172	85.324	Storage 3	Kathmandu	44600	Nepal	OP-RICE-NP-03	pending	none	Storage temperature below zero; pending compliance review.
LOG-0017	gps	22.3	blank	RICE-410	RICE-LOT-410	SENSOR-GPS-0017	km/h	shipped	2024-04-05T10:32:40Z	19.4326	-99.1332	Shipping St 21	Mexico City	01000	Mexico	OP-RICE-MX-04	compliant	none	Rice batch shipped at average speed; GPS sensor operational.
LOG-0018	other	4980.5	blank	RICE-410	RICE-LOT-410	SENSOR-OTHER-0018	ppm	inspected	2024-04-06T13:08:34Z	55.7558	37.6173	Inspection Center	Moscow	101000	Russia	OP-RICE-RU-05	non-compliant	none	High ppm detected during inspection; marked non-compliant.
LOG-0019	gps	14.2	blank	COFFEE-501	COFFEE-LOT-501	SENSOR-GPS-0019	m/s	shipped	2024-05-04T07:44:55Z	-15.7939	-47.8828	Export St 9	Brasilia	70000	Brazil	OP-COFFEE-BR-01	compliant	fairtrade	Coffee shipment speed within limits; fairtrade standards observed.
LOG-0020	humidity	41.8	blank	COFFEE-501	COFFEE-LOT-501	SENSOR-HUM-0020	%RH	received	2024-05-05T13:36:41Z	35.6762	139.6503	Receiving Dock 5	Tokyo	105-0001	Japan	OP-COFFEE-JP-02	compliant	fairtrade	Coffee received in Tokyo; humidity within safe range.

What the 160 rows show

from the 160-row sample

Vibration (sensor type) stands out: mean sensor_reading_value is 4,262, against 219.3 for the rest.

29.6median sensor_reading_value
3compliance statuses
3sustainability certifications
7sensor reading units
7event types
28location countries

Mean sensor_reading_value by sensor_type160 rows

sensor_reading_value160 rows, in bands of 2,000

Median 29.6, from -3.2 to 10,000.

location_state83 rows with a value · 77 left blank

CA7
LMA6
RM5
BO5
MOW5
MI4
DC4
DF4
NSW4
CDMX4

20 columns by typefrom the column list below

string 16
float 3
datetime 1

Columns

20 columns in three groups

blueprint · 20 columns
column	type	description	example
Text 16 columns
`log_id`	string	Unique identifier for each traceability log entryunique	LOG-0001
`product_id`	string	Unique identifier for the agricultural product being tracked	APPLE-101
`batch_id`	string	Identifier for the product batch or lot	BATCH-A-2024
`sensor_id`	string	Unique identifier for the IoT sensor capturing the reading	SENSOR-TEMP-0001
`sensor_type`	string	Type of IoT sensor (e.g., temperature, humidity, GPS, vibration)6 values	temperature
`sensor_reading_unit`	string	Unit of measurement for the sensor reading (e.g., Celsius, %RH, m/s, ppm)7 units	Celsius
`event_type`	string	Type of supply chain event (e.g., harvested, packaged, shipped, received, stored)7 values	harvested
`location_street_address`	string	Street address of the event locationoptional	123 Orchard Lane
`location_city`	string	City of the event locationoptional	Fresno
`location_state`	string	State or province of the event locationoptional	CA
`location_postal_code`	string	Postal code of the event locationoptional	93722
`location_country`	string	Country of the event locationoptional	USA
`operator_id`	string	Identifier for the operator or company responsible for the eventoptional	OP-APPLE-CA-01
`compliance_status`	string	Compliance status of the product at this event (e.g., compliant, non-compliant, pending)compliant · non-compliant · pending · optional	compliant
`sustainability_certification`	string	Sustainability or origin certification at this event (e.g., organic, fairtrade, none)organic · fairtrade · none · other · optional	organic
`notes`	string	Additional notes or comments about the event or readingoptional	Harvested in optimal cond…
Numbers 3 columns
`sensor_reading_value`	float	Value recorded by the IoT sensor	7.8
`location_latitude`	float	Latitude coordinate of the event location-90 to 90	37.7749
`location_longitude`	float	Longitude coordinate of the event location-180 to 180	-122.4194
Dates and times 1 column
`event_timestamp`	datetime	Date and time when the supply chain event occurred	2024-01-08T09:16:23Z

Use it for

An agriculture dashboard
Sensor_reading_value by sensor_type and a breakdown of location_state. Excel, Power BI or Tableau.
Why do the 19 vibration rows have a mean sensor_reading_value of 4,262?
A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
Logs160
LOG-00017.8temperat…
LOG-000283.2humidity
LOG-000317.4gps
A software demo
Believable logs with product_id, batch_id and sensor_id to fill a screen in front of a buyer.

This dataset160 rows20 columns

Yours10,000 rows20 columnslocation_latitude: UK only

blueprint · agri-product-iot-traceability-logs

Behind this dataset

Same schema. As many rows as you need.

These 160 rows came out of a blueprint — 20 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 is assigned a unique trace ID
Sensor readings (temperature, humidity, location) are logged at each supply chain node
Timestamps must consistently increase along the product path
Any deviation outside storage thresholds is flagged
Batches must record at least three supply chain events

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

Open the blueprint in Data Factory

1 credit per row. New accounts start with 25 free credits.

Exports: CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence: yours to use, including commercially
API slug: agri-product-iot-traceability-logs

What should your data show?

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Sample rows

What the 160 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?