Agriculture
28 columns
40 rows
8 formats

Pesticide Application Record Logs

This dataset provides detailed records of pesticide application events on agricultural fields, including product details, application rates, targeted pests, applicator credentials, and environmental conditions. It supports regulatory compliance, traceability, and effective pest management analysis, making it valuable for farmers, agronomists, and regulatory agencies.

last updated 12 Jul 2025
by GoMask

The brief that made it

Regulatory reporting and compliance verification

Sample rows

preview · 8 of 40 rows · all 28 columns

application_idstring	application_rate_unitstring	re_entry_interval_hoursinteger	pesticide_product_namestring	application_datedate	field_idstring	field_namestring	crop_typestring	pesticide_active_ingredientstring	epa_registration_numberstring	application_methodstring	application_ratefloat	total_area_treatedfloat	area_unitstring	target_peststring	weather_conditionsstring	temperature_celsiusfloat	wind_speed_kphfloat	applicator_namestring	applicator_license_numberstring	pre_harvest_interval_daysinteger	notesstring	farm_namestring	farm_street_addressstring	farm_citystring	farm_statestring	farm_postal_codestring	farm_countrystring
APP-001	L/ha	24	Atrazine 4L	2024-04-02	F101	North Pasture	corn	Atrazine	100-497	ground	2	15	hectare	broadleaf weeds	sunny	22.5	11.2	GreenSpray Services	GS-2048	60	Standard pre-emergence treatment.	Maple Ridge Farm	2581 Elm St	Springfield	IL	62706	USA
APP-002	L/ha	12	Glyphomax Plus	2024-04-05	F102	East Field	soybeans	Glyphosate	524-529	foliar spray	1.6	12.5	hectare	grassy weeds	overcast	17.8	7.5	Mark Jensen	IL-12001	45	blank	Maple Ridge Farm	2581 Elm St	Springfield	IL	62706	USA
APP-003	L/ha	24	Warrior II	2024-04-11	F201	West Lot	wheat	Lambda-cyhalothrin	100-1295	aerial	0.2	30	hectare	aphids	breezy	19.1	14.7	AgriFly Midwest	AFM-9099	30	Applied in morning hours.	Oak Valley Farms	782 County Rd 14	Lincoln	NE	68521	USA
APP-004	oz/acre	24	Transform WG	2024-04-13	F202	Lower Meadow	cotton	Sulfoxaflor	62719-625	ground	0.12	22	acre	plant bugs	sunny	25.6	5.9	Delta CropCare	DCC-2105	21	blank	Oak Valley Farms	782 County Rd 14	Lincoln	NE	68521	USA
APP-005	pt/acre	72	Lorsban Advanced	2024-04-16	F301	Hilltop	alfalfa	Chlorpyrifos	62719-591	ground	0.9	15.7	acre	weevils	cloudy	13.9	9.8	Sierra Agri Services	SAS-1924	14	Delayed due to rain previous day.	Red Hill Ranch	3907 Red Hill Rd	Modesto	CA	95354	USA
APP-006	L/ha	48	Regent 4 SC	2024-04-20	F302	South Flat	rice	Fipronil	66330-36	drip	0.15	10.2	hectare	rice water weevil	foggy	12.2	3	Sierra Agri Services	SAS-1924	90	blank	Red Hill Ranch	3907 Red Hill Rd	Modesto	CA	95354	USA
APP-007	L/ha	4	Coragen	2024-04-21	F401	Big Bend	potatoes	Chlorantraniliprole	352-730	foliar spray	0.1	8.1	hectare	Colorado potato beetle	windy	16.3	23.8	Evergreen Crop Solutions	ECS-3902	7	blank	Riverbend Acres	487 River Rd	Boise	ID	83706	USA
APP-008	pt/acre	48	Axial XL	2024-04-22	F402	South Slope	barley	Pinoxaden	100-1326	ground	0.8	18.3	acre	wild oats	partly cloudy	18.2	8.6	Evergreen Crop Solutions	ECS-3902	60	blank	Riverbend Acres	487 River Rd	Boise	ID	83706	USA
APP-009	L/ha	24	Harness MAX	2024-04-23	F403	Willow Patch	corn	Acetochlor	524-591	drip	1.5	13.2	hectare	foxtail	sunny	20.9	5.7	GreenSpray Services	GS-2048	70	blank	Sycamore Grove	1012 Grove Ln	Peoria	IL	61615	USA
APP-010	pt/acre	48	Basagran	2024-04-24	F404	East Ridge	soybeans	Bentazon	7969-101	ground	2.2	19.5	acre	yellow nutsedge	overcast	13.6	10.3	Mark Jensen	IL-12001	30	blank	Sycamore Grove	1012 Grove Ln	Peoria	IL	61615	USA
APP-011	L/ha	4	Callisto	2024-04-25	F405	Maple Flat	corn	Mesotrione	100-1131	foliar spray	1	16.3	hectare	velvetleaf	sunny	21.7	9.2	GreenSpray Services	GS-2048	45	blank	Sycamore Grove	1012 Grove Ln	Peoria	IL	61615	USA
APP-012	L/ha	12	Mustang Maxx	2024-04-28	F501	Clover Strip	alfalfa	Zeta-cypermethrin	279-3481	ground	0.17	7.9	hectare	alfalfa weevil	cloudy	15.8	7.9	Prairie Ag	PA-1004	7	blank	Prairie Fields	800 Prairie Ln	Moorhead	MN	56560	USA
APP-013	L/ha	24	Headline SC	2024-04-29	F502	North Strip	wheat	Pyraclostrobin	7969-246	aerial	0.11	23.7	hectare	rust	clear	18.5	13.1	SkyAg Air	SKY-980	21	blank	Prairie Fields	800 Prairie Ln	Moorhead	MN	56560	USA
APP-014	pt/acre	12	MCPA Amine 600	2024-05-01	F503	East Meadow	barley	MCPA	34704-120	ground	0.83	11.6	acre	broadleaf weeds	rainy	11.1	6.4	Prairie Ag	PA-1004	14	Rainfall during application.	Prairie Fields	800 Prairie Ln	Moorhead	MN	56560	USA
APP-015	L/ha	24	Grasp SC	2024-05-04	F601	Lake View	rice	Penoxsulam	62719-597	drip	0.08	9.5	hectare	barnyardgrass	sunny	23.2	4.2	Delta CropCare	DCC-2105	90	blank	Blue Lake Farm	1620 Lake Rd	Concord	AR	72523	USA
APP-016	L/ha	48	Regent 4 SC	2024-05-05	F602	West Marsh	rice	Fipronil	66330-36	ground	0.12	8.7	hectare	stem borer	overcast	16.4	2.1	Delta CropCare	DCC-2105	90	blank	Blue Lake Farm	1620 Lake Rd	Concord	AR	72523	USA
APP-017	L/ha	12	Roundup PowerMAX	2024-05-07	F603	Eastern Plot	soybeans	Glyphosate	524-549	foliar spray	1.8	10.1	hectare	pigweed	sunny	19.6	6	Mark Jensen	IL-12001	30	blank	Blue Lake Farm	1620 Lake Rd	Concord	AR	72523	USA
APP-018	oz/acre	24	Transform WG	2024-05-10	F701	Western Rows	cotton	Sulfoxaflor	62719-625	ground	0.13	18.4	acre	whiteflies	hazy	29.1	5.5	Delta CropCare	DCC-2105	18	blank	Sunrise Acres	220 Sunrise Rd	Dumas	TX	79029	USA
APP-019	pt/acre	24	Bidrin 8	2024-05-11	F702	South Ridge	cotton	Dicrotophos	5481-193	aerial	0.2	25.7	acre	bollworm	sunny	32.6	8.8	AgriFly Midwest	AFM-9099	21	blank	Sunrise Acres	220 Sunrise Rd	Dumas	TX	79029	USA
APP-020	L/ha	24	Headline SC	2024-05-12	F703	Cedar Grove	wheat	Pyraclostrobin	7969-246	drip	0.1	20.2	hectare	leaf spot	overcast	14.8	10.9	SkyAg Air	SKY-980	14	blank	Sunrise Acres	220 Sunrise Rd	Dumas	TX	79029	USA

What the 40 rows show

from the 40-row sample

Pt/acre (application rate unit) stands out: mean re_entry_interval_hours is 37.1, against 21.0 for the rest.

24median re_entry_interval_hours
2area units
4application methods
8crop types
8applicator names
8applicator licenses

Mean re_entry_interval_hours by application_rate_unit40 rows

re_entry_interval_hours40 rows, in bands of 10

Median 24, from 4 to 72.

pesticide_product_name40 rows · top 10 of 17 values

Headline SC4
Warrior II3
Regent 4 SC3
Coragen3
Axial XL3
MCPA Amine 6003
Atrazine 4L2
Glyphomax Plus2
Transform WG2
Lorsban Advanced2

28 columns by typefrom the column list below

string 21
integer 2
float 4
date 1

Columns

28 columns in three groups

blueprint · 28 columns
column	type	description	example
Text 21 columns
`application_id`	string	Unique identifier for each pesticide application recordunique	APP-001
`field_id`	string	Identifier for the specific field or plot where the pesticide was applied	F101
`field_name`	string	Descriptive name of the field or plotoptional	North Pasture
`crop_type`	string	Type of crop being treated (e.g., corn, wheat, soybeans)8 types	corn
`pesticide_product_name`	string	Commercial name of the pesticide product used	Atrazine 4L
`pesticide_active_ingredient`	string	Name of the active ingredient in the pesticide	Atrazine
`epa_registration_number`	string	EPA registration number for the pesticide product	100-497
`application_method`	string	Method used to apply the pesticide (e.g., aerial, ground, drip, foliar spray)aerial · ground · drip · foliar spray · other	ground
`application_rate_unit`	string	Unit of measure for the application rate (e.g., L/ha, oz/acre)3 units	L/ha
`area_unit`	string	Unit of measure for the area treated (acre, hectare)acre · hectare	hectare
`target_pest`	string	Name or type of pest targeted by the application	broadleaf weeds
`weather_conditions`	string	Brief description of weather conditions during application (e.g., sunny, overcast, windy)10 conditionses · optional	sunny
`applicator_name`	string	Full name of the person or company applying the pesticide8 names	GreenSpray Services
`applicator_license_number`	string	License or certification number of the applicator8 licenses	GS-2048
`notes`	string	Additional notes or comments about the applicationoptional	Light rain at start.
`farm_name`	string	Name of the farm where the application took place12 names · optional	Maple Ridge Farm
`farm_street_address`	string	Street address of the farm12 addresses · optional	2581 Elm St
`farm_city`	string	City where the farm is located12 cities · optional	Springfield
`farm_state`	string	State or province where the farm is located9 states · optional	IL
`farm_postal_code`	string	Postal code of the farm location12 codes · optional	62706
`farm_country`	string	Country where the farm is locatedoptional	USA
Numbers 6 columns
`application_rate`	float	Rate at which the pesticide was applied (per acre or hectare)0 or more	2
`total_area_treated`	float	Total area treated during the application (in acres or hectares)0 or more	15
`temperature_celsius`	float	Temperature in Celsius at the time of application-50 to 60 · optional	22.5
`wind_speed_kph`	float	Wind speed in kilometers per hour during application0 or more · optional	11.2
`re_entry_interval_hours`	integer	Number of hours required before re-entry into the treated area0 or more · optional	24
`pre_harvest_interval_days`	integer	Number of days required between application and crop harvest0 or more · optional	60
Dates and times 1 column
`application_date`	date	Date when the pesticide was applied	2024-04-02

Use it for

An agriculture dashboard
Re_entry_interval_hours by application_rate_unit and a breakdown of pesticide_product_name. Excel, Power BI or Tableau.
Why do the 11 pt/acre rows have a mean re_entry_interval_hours of 37.1?
A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
Applications40
APP-00124L/ha
APP-00212L/ha
APP-00324L/ha
A software demo
Believable applications with application_date, field_id and field_name to fill a screen in front of a buyer.

This dataset40 rows28 columns

Yours1,000 rows28 columnsfarm_street_address: UK only

blueprint · pesticide-application-record-logs

Behind this dataset

Same schema. As many rows as you need.

These 40 rows came out of a blueprint — 28 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

Log application date and crop type
Record chemical and dosage
Flag applications exceeding legal limits
Track pre-harvest intervals
Summarize applications per field

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: pesticide-application-record-logs

What should your data show?

No signup. No card.

Sample rows

What the 40 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?