# Usda Nass Agricultural Data (`fortuitous_pirate/usda-nass-agricultural-data`) Actor

Usda Nass Agricultural Data. Structured data export for lead generation, enrichment, and competitive research.

- **URL**: https://apify.com/fortuitous\_pirate/usda-nass-agricultural-data.md
- **Developed by:** [Fortuitous Pirate](https://apify.com/fortuitous_pirate) (community)
- **Categories:** Lead generation, Automation, Developer tools
- **Stats:** 1 total users, 0 monthly users, 0.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $3.50 / 1,000 results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).

# README

## USDA NASS - Agricultural Data Scraper

### Overview

Scrape USDA National Agricultural Statistics Service (NASS) Quick Stats database for commodity data, crop reports, livestock data, prices, production values, acreage, and yields by state/region. Agricultural Data Scraper. Supports filters (Statistic Category, State).

### Features

- Search by keywords to find specific results
- Filter results by category or type
- Export data in JSON, CSV, or Excel formats
- Captures pricing information
- Control output volume with configurable result limits

### Use Cases

- **Track** - Track federal government data releases and updates
- **Build** - Build datasets for policy research and analysis
- **Monitor** - Monitor regulatory changes and compliance requirements
- **Aggregate** - Aggregate public government data for transparency projects

### Input Parameters

| Parameter | Type | Description | Default |
|-----------|------|-------------|---------|
| `apiKey` | string **(required)** | Your USDA NASS Quick Stats API key. Get one free at https://quickstats.nass.u... |  |
| `commodity` | string | Commodity to search for (e.g., CORN, SOYBEANS, WHEAT, CATTLE, HOGS). Leave em... | ``|
| `sector` | string | Sector filter: CROPS, ANIMALS & PRODUCTS, DEMOGRAPHICS, ECONOMICS, ENVIRONMENTAL |`` |
| `statisticCategory` | string | Type of statistic: PRODUCTION, AREA HARVESTED, YIELD, PRICE RECEIVED, INVENTO... | ``|
| `state` | string | Two-letter state code (e.g., IA, IL, TX) or leave empty for all states. Use '... |`` |
| `yearStart` | integer | Starting year for data (earliest available is typically 1866 for some crops) | `2020` |
| `yearEnd` | integer | Ending year for data | `2025` |
| `frequency` | string | Frequency of data: ANNUAL, MONTHLY, WEEKLY | `ANNUAL` |
| `aggregationLevel` | string | Level of geographic detail | `STATE` |
| `maxItems` | integer | Maximum number of records to retrieve (API limit is 50,000 per request) | `1000` |
| `outputFormat` | string | Format of the output data | `full` |

### Output Example

Each result contains structured data like this:

```json
{
  "title": "Sample Government - Federal Result",
  "agency": "Department of Commerce",
  "date": "2025-01-15",
  "description": "Detailed description of the item...",
  "documentUrl": "https://example.com/item/12345",
  "category": "Standard",
  "url": "https://example.com/item/12345"
}
```

### Pricing

This actor uses pay-per-result pricing:

- **$0.001** per result
- **$1.00** per 1,000 results

No monthly fees. You only pay for what you scrape. [Apify Free plan](https://apify.com/pricing) includes $5/month in platform credits.

### How to Run

#### Apify Console

1. Go to the [USDA NASS - Agricultural Data Scraper](https://apify.com/fortuitous_pirate/usda-nass-agricultural-data) actor page
2. Configure your input parameters
3. Click **Start** and wait for the results
4. Download data in JSON, CSV, or Excel format

#### API

```bash
curl -X POST "https://api.apify.com/v2/acts/fortuitous_pirate~usda-nass-agricultural-data/runs?token=YOUR_API_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"maxItems": 10}'
```

#### Python SDK

```python
from apify_client import ApifyClient

client = ApifyClient("YOUR_API_TOKEN")
run = client.actor("fortuitous_pirate/usda-nass-agricultural-data").call(
    run_input={"maxItems": 10}
)

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)
```

### Integration

Connect USDA NASS - Agricultural Data Scraper with your existing tools and workflows:

- **API access** - Programmatic access via [Apify API](https://docs.apify.com/api/v2)
- **Webhooks** - Get notified when scraping completes
- **Scheduling** - Set up recurring runs on any schedule
- **Zapier / Make** - Connect with 5,000+ apps via [Apify integrations](https://apify.com/integrations)
- **Python / Node.js SDKs** - Native client libraries for easy integration

# Actor input Schema

## `apiKey` (type: `string`):

Your USDA NASS Quick Stats API key. Get one free at https://quickstats.nass.usda.gov/api

## `commodity` (type: `string`):

Commodity to search for (e.g., CORN, SOYBEANS, WHEAT, CATTLE, HOGS). Leave empty for all commodities.

## `sector` (type: `string`):

Sector filter: CROPS, ANIMALS & PRODUCTS, DEMOGRAPHICS, ECONOMICS, ENVIRONMENTAL

## `statisticCategory` (type: `string`):

Type of statistic: PRODUCTION, AREA HARVESTED, YIELD, PRICE RECEIVED, INVENTORY, SALES, etc.

## `state` (type: `string`):

Two-letter state code (e.g., IA, IL, TX) or leave empty for all states. Use 'US TOTAL' for national data.

## `yearStart` (type: `integer`):

Starting year for data (earliest available is typically 1866 for some crops)

## `yearEnd` (type: `integer`):

Ending year for data

## `frequency` (type: `string`):

Frequency of data: ANNUAL, MONTHLY, WEEKLY

## `aggregationLevel` (type: `string`):

Level of geographic detail

## `maxItems` (type: `integer`):

Maximum number of records to retrieve (API limit is 50,000 per request)

## `outputFormat` (type: `string`):

Format of the output data

## Actor input object example

```json
{
  "commodity": "",
  "sector": "",
  "statisticCategory": "",
  "state": "",
  "yearStart": 2020,
  "yearEnd": 2025,
  "frequency": "ANNUAL",
  "aggregationLevel": "STATE",
  "maxItems": 1000,
  "outputFormat": "full"
}
```

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {};

// Run the Actor and wait for it to finish
const run = await client.actor("fortuitous_pirate/usda-nass-agricultural-data").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {}

# Run the Actor and wait for it to finish
run = client.actor("fortuitous_pirate/usda-nass-agricultural-data").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{}' |
apify call fortuitous_pirate/usda-nass-agricultural-data --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,fortuitous_pirate/usda-nass-agricultural-data"
        }
    }
}

```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/FTJQdiW2wPxlzfWu8/builds/L25oaiMre4ufjm2aa/openapi.json