# Mexico Business Directory Scraper (DENUE) (`jungle_synthesizer/mexico-rfc-sat-company-scraper`) Actor

Bulk scraper for Mexico's DENUE business registry — 5.5M+ establishments with geo coordinates, SCIAN industry codes, employee ranges, contact info, and addresses. Filter by state, activity keyword, and entity type. Requires a free INEGI API token (email registration at inegi.org.mx).

- **URL**: https://apify.com/jungle\_synthesizer/mexico-rfc-sat-company-scraper.md
- **Developed by:** [BowTiedRaccoon](https://apify.com/jungle_synthesizer) (community)
- **Categories:** Business, Lead generation, Automation
- **Stats:** 1 total users, 1 monthly users, 0.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

Pay per event

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/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
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.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use 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

## DENUE Mexico Business Directory Scraper

Scrapes establishment data from [DENUE](https://www.inegi.org.mx/app/mapa/denue/), Mexico's national economic unit registry maintained by INEGI. Returns geo coordinates, SCIAN industry codes, employee ranges, contact details, and full addresses for 5.5M+ active businesses — filtered by state, keyword, or sector.

---

### DENUE Scraper Features

- Extracts up to 5.5M Mexican business listings from the official INEGI DENUE database
- Filters by state (entidad federativa) — all 32 states plus national
- Filters by activity keyword (e.g., "restaurante", "farmacia", "construccion") or pulls all establishments
- Returns geo coordinates (latitude/longitude) for every record — map-ready out of the box
- Includes SCIAN industry class descriptions and employee range (estrato) for sector classification
- Collects contact info where available: phone number, email, website
- Outputs full structured addresses: street, exterior number, interior number, neighborhood, postal code
- Handles DENUE's offset-based pagination automatically — just set `maxItems` and walk away
- Uses the official INEGI REST API — no browser, no proxy required

---

### Who Uses DENUE Data?

- **Sales teams** — Build targeted prospect lists filtered by industry and state, then load into a CRM
- **Market researchers** — Map business density by sector across Mexico's 32 states
- **Real estate analysts** — Identify commercial activity patterns by neighborhood and postal code
- **Logistics teams** — Geocode delivery destinations and classify customers by industry
- **Competitive intelligence** — Count competitors in a city by SCIAN code before entering a market
- **Academic researchers** — Study employment distribution and formality rates across Mexican states

---

### How DENUE Scraper Works

1. **Provide a free INEGI API token.** Register at [inegi.org.mx](https://www.inegi.org.mx/app/api/denue/v1/tokenVerify.aspx) — enter your email and the token arrives automatically.
2. **Set your filters.** Choose a state code (`09` for CDMX, `00` for all states) and an activity keyword, or leave the keyword blank to pull all businesses in the state.
3. **The scraper paginates through DENUE.** It fetches records in batches, stopping at your `maxItems` limit or when the dataset is exhausted.
4. **Output lands in your Apify dataset.** Clean JSON with 20 fields per establishment, ready for export or downstream processing.

---

### Input

```json
{
  "apiToken": "your-denue-api-token-here",
  "entidad": "09",
  "keyword": "restaurante",
  "pageSize": 200,
  "maxItems": 1000
}
````

| Field | Type | Default | Description |
|-------|------|---------|-------------|
| `apiToken` | string | — | **Required.** Your free INEGI DENUE API token. Register at [inegi.org.mx](https://www.inegi.org.mx/app/api/denue/v1/tokenVerify.aspx). |
| `entidad` | string | `"09"` | Two-digit state code. `"09"` = CDMX, `"00"` = all states. See full list of codes in the input form. |
| `keyword` | string | `"restaurante"` | Activity keyword filter. Use `"0"` or leave empty for all establishments in the selected state. |
| `pageSize` | integer | `200` | Records per API request (1–1000). Larger values are faster for bulk runs. |
| `maxItems` | integer | `15` | Maximum establishments to scrape. Set high for bulk downloads; keep low for test runs. |

***

### DENUE Scraper Output Fields

```json
{
  "id": "11647314",
  "nombre": "BARBACOA MALENO",
  "razon_social": "BARBACOA MALENO SA DE CV",
  "clase_actividad": "Restaurantes con servicio de preparación de antojitos",
  "estrato": "0 a 5 personas",
  "tipo_vialidad": "CALLE",
  "calle": "CENICIENTA FRANCISCO I MADERO",
  "num_exterior": "12",
  "num_interior": "",
  "colonia": "SAN MIGUEL AMANTLA",
  "cp": "02700",
  "ubicacion": "Ciudad de México, Azcapotzalco",
  "entidad": "09",
  "municipio": "",
  "telefono": "5553567890",
  "correo_e": "",
  "sitio_internet": "",
  "tipo": "Privado",
  "latitud": 19.4634,
  "longitud": -99.1987,
  "source_url": "https://www.inegi.org.mx/app/api/denue/v1/consulta/BuscarEntidad/restaurante/09/*/<token>"
}
```

| Field | Type | Description |
|-------|------|-------------|
| `id` | string | Internal DENUE establishment ID |
| `nombre` | string | Trade name of the establishment |
| `razon_social` | string | Legal name / razón social |
| `clase_actividad` | string | SCIAN economic activity class description |
| `estrato` | string | Employee range (e.g., "0 a 5 personas", "6 a 10 personas") |
| `tipo_vialidad` | string | Street type (CALLE, AVENIDA, BOULEVARD, etc.) |
| `calle` | string | Street name |
| `num_exterior` | string | Exterior street number |
| `num_interior` | string | Interior number, suite, or floor |
| `colonia` | string | Neighborhood (colonia) |
| `cp` | string | Postal code (5 digits) |
| `ubicacion` | string | Combined state + municipality string |
| `entidad` | string | State code (01–32) |
| `municipio` | string | Municipality code (3 digits, where available) |
| `telefono` | string | Phone number |
| `correo_e` | string | Email address |
| `sitio_internet` | string | Website URL |
| `tipo` | string | Establishment type (Privado, Público, No especificado) |
| `latitud` | number | Latitude coordinate (WGS84) |
| `longitud` | number | Longitude coordinate (WGS84) |
| `source_url` | string | DENUE API URL used to retrieve this record |

***

### 🔍 FAQ

#### How do I get a DENUE API token?

DENUE Scraper requires a free INEGI API token. Go to [inegi.org.mx/app/api/denue/v1/tokenVerify.aspx](https://www.inegi.org.mx/app/api/denue/v1/tokenVerify.aspx), enter your email address, and the token arrives in your inbox within a minute. No account signup, no payment — INEGI provides this as a public data service.

#### How much does DENUE Scraper cost to run?

DENUE Scraper charges $0.10 per run plus $0.001 per record — about $1.10 for 1,000 establishments. Scraping all 5.5M records would cost roughly $5,600 in data charges plus platform costs, which is why the `maxItems` default is conservative. Start small.

#### Can I scrape all of Mexico at once?

Set `entidad` to `"00"` and `keyword` to `"0"` to pull all establishments in all states. The dataset contains 5.5M+ records, so set `maxItems` to a realistic target and plan for a long run. DENUE is a government API with no formal rate limits — the scraper adds a 500ms delay between pages to stay polite.

#### Does DENUE Scraper need proxies?

No. It calls the official INEGI DENUE REST API directly. No browser, no headless rendering, no proxy required.

#### What does the employee range (estrato) field mean?

The `estrato` field uses DENUE's standard personnel strata: "0 a 5 personas", "6 a 10 personas", "11 a 30 personas", "31 a 50 personas", "51 a 100 personas", "101 a 250 personas", "251 y más personas". It's a proxy for company size, not an exact headcount.

***

### Need More Features?

Need additional filters, municipality-level breakdowns, or custom field mapping? [File an issue](https://console.apify.com/actors/issues) or get in touch.

### Why Use DENUE Scraper?

- **Official source** — Pulls directly from INEGI's DENUE API, the same database used by the Mexican government for economic census and planning.
- **Geo-ready output** — Every record includes latitude and longitude coordinates, so you can map results immediately without a geocoding step.
- **Free token, no scraping friction** — The INEGI token takes 60 seconds to obtain and is genuinely free, which puts this dataset in a different category from most paid business directories.

# Actor input Schema

## `sp_intended_usage` (type: `string`):

Please describe how you plan to use the data extracted by this crawler.

## `sp_improvement_suggestions` (type: `string`):

Provide any feedback or suggestions for improvements.

## `sp_contact` (type: `string`):

Provide your email address so we can get in touch with you.

## `apiToken` (type: `string`):

Your free INEGI DENUE API token. Register at: https://www.inegi.org.mx/app/api/denue/v1/tokenVerify.aspx — enter your email and the token will be sent automatically.

## `entidad` (type: `string`):

Two-digit state code to filter results. Use '00' for all states (slower, large dataset).

## `keyword` (type: `string`):

Search keyword to filter establishments by name or activity. Leave empty to retrieve all establishments in the selected state. Examples: 'restaurante', 'farmacia', 'construccion'.

## `pageSize` (type: `integer`):

Number of records per API page (1-1000). Larger values are faster for bulk downloads.

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

Maximum number of establishments to scrape. Keep low for initial validation runs.

## Actor input object example

```json
{
  "sp_intended_usage": "Describe your intended use...",
  "sp_improvement_suggestions": "Share your suggestions here...",
  "sp_contact": "Share your email here...",
  "entidad": "09",
  "keyword": "restaurante",
  "pageSize": 200,
  "maxItems": 15
}
```

# Actor output Schema

## `results` (type: `string`):

No description

# 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 = {
    "sp_intended_usage": "Describe your intended use...",
    "sp_improvement_suggestions": "Share your suggestions here...",
    "sp_contact": "Share your email here...",
    "apiToken": "",
    "entidad": "09",
    "keyword": "restaurante",
    "pageSize": 200,
    "maxItems": 15
};

// Run the Actor and wait for it to finish
const run = await client.actor("jungle_synthesizer/mexico-rfc-sat-company-scraper").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 = {
    "sp_intended_usage": "Describe your intended use...",
    "sp_improvement_suggestions": "Share your suggestions here...",
    "sp_contact": "Share your email here...",
    "apiToken": "",
    "entidad": "09",
    "keyword": "restaurante",
    "pageSize": 200,
    "maxItems": 15,
}

# Run the Actor and wait for it to finish
run = client.actor("jungle_synthesizer/mexico-rfc-sat-company-scraper").call(run_input=run_input)

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

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

```

## CLI example

```bash
echo '{
  "sp_intended_usage": "Describe your intended use...",
  "sp_improvement_suggestions": "Share your suggestions here...",
  "sp_contact": "Share your email here...",
  "apiToken": "",
  "entidad": "09",
  "keyword": "restaurante",
  "pageSize": 200,
  "maxItems": 15
}' |
apify call jungle_synthesizer/mexico-rfc-sat-company-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=jungle_synthesizer/mexico-rfc-sat-company-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Mexico Business Directory Scraper (DENUE)",
        "description": "Bulk scraper for Mexico's DENUE business registry — 5.5M+ establishments with geo coordinates, SCIAN industry codes, employee ranges, contact info, and addresses. Filter by state, activity keyword, and entity type. Requires a free INEGI API token (email registration at inegi.org.mx).",
        "version": "0.1",
        "x-build-id": "dZre1oa03MViVjgy4"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/jungle_synthesizer~mexico-rfc-sat-company-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-jungle_synthesizer-mexico-rfc-sat-company-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/jungle_synthesizer~mexico-rfc-sat-company-scraper/runs": {
            "post": {
                "operationId": "runs-sync-jungle_synthesizer-mexico-rfc-sat-company-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/jungle_synthesizer~mexico-rfc-sat-company-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-jungle_synthesizer-mexico-rfc-sat-company-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "required": [
                    "apiToken"
                ],
                "properties": {
                    "sp_intended_usage": {
                        "title": "What is the intended usage of this data?",
                        "minLength": 1,
                        "type": "string",
                        "description": "Please describe how you plan to use the data extracted by this crawler."
                    },
                    "sp_improvement_suggestions": {
                        "title": "How can we improve this crawler for you?",
                        "minLength": 1,
                        "type": "string",
                        "description": "Provide any feedback or suggestions for improvements."
                    },
                    "sp_contact": {
                        "title": "Contact Email",
                        "minLength": 1,
                        "type": "string",
                        "description": "Provide your email address so we can get in touch with you."
                    },
                    "apiToken": {
                        "title": "DENUE API Token",
                        "type": "string",
                        "description": "Your free INEGI DENUE API token. Register at: https://www.inegi.org.mx/app/api/denue/v1/tokenVerify.aspx — enter your email and the token will be sent automatically."
                    },
                    "entidad": {
                        "title": "State (Entidad Federativa)",
                        "enum": [
                            "00",
                            "01",
                            "02",
                            "03",
                            "04",
                            "05",
                            "06",
                            "07",
                            "08",
                            "09",
                            "10",
                            "11",
                            "12",
                            "13",
                            "14",
                            "15",
                            "16",
                            "17",
                            "18",
                            "19",
                            "20",
                            "21",
                            "22",
                            "23",
                            "24",
                            "25",
                            "26",
                            "27",
                            "28",
                            "29",
                            "30",
                            "31",
                            "32"
                        ],
                        "type": "string",
                        "description": "Two-digit state code to filter results. Use '00' for all states (slower, large dataset).",
                        "default": "09"
                    },
                    "keyword": {
                        "title": "Keyword / Activity",
                        "type": "string",
                        "description": "Search keyword to filter establishments by name or activity. Leave empty to retrieve all establishments in the selected state. Examples: 'restaurante', 'farmacia', 'construccion'."
                    },
                    "pageSize": {
                        "title": "Page Size",
                        "minimum": 1,
                        "maximum": 1000,
                        "type": "integer",
                        "description": "Number of records per API page (1-1000). Larger values are faster for bulk downloads.",
                        "default": 200
                    },
                    "maxItems": {
                        "title": "Max Items",
                        "minimum": 1,
                        "maximum": 1000000,
                        "type": "integer",
                        "description": "Maximum number of establishments to scrape. Keep low for initial validation runs.",
                        "default": 15
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
