# Cosmetology & Salon License Leads Scraper (`devilscrapes/cosmetology-license-leads`) Actor

Scrape licensed cosmetology, barber, salon, and nail establishments across 4 US states (NY, CT, CO, TX) via official state open-data APIs. Get salon name, owner/licensee name, license number, type, status, address, and city — clean B2B leads, ready to export.

- **URL**: https://apify.com/devilscrapes/cosmetology-license-leads.md
- **Developed by:** [DevilScrapes](https://apify.com/devilscrapes) (community)
- **Categories:** Lead generation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

Pay per usage

This Actor is paid per platform usage. The Actor is free to use, and you only pay for the Apify platform usage, which gets cheaper the higher subscription plan you have.

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

## 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

<div align="center">
  <img src=".actor/icon.svg" width="160" alt="Devil Scrapes mark" />

## Cosmetology & Salon License Leads — Scrape US State Registries

**$4.00 / 1 000 results** &nbsp;·&nbsp; pay only for results &nbsp;·&nbsp; no credit card to try

_We run the gauntlet so your lead list lands clean._ 😈

Pull licensed cosmetology, barber, salon, and nail records from official US state open-data registries in one run. Four states, hundreds of thousands of licensed operators and salon establishments, one structured dataset — salon name, owner/licensee name, license number, type, status, and city, ready to pipe into your CRM or outreach tool.

</div>

---

### 🎯 What this scrapes

Every US state licenses cosmetologists, barbers, nail techs, estheticians, and the salons they work in — and four of those states publish their registries as machine-readable open-data APIs: New York, Connecticut, Colorado, and Texas. This Actor queries each selected state's official Socrata SODA endpoint, narrows it to the beauty-industry credentials, paginates through every record, normalises the columns into a single consistent schema, and delivers one clean dataset row per license.

Each state buries cosmetology licenses inside a giant multi-profession registry, applies its own column names, and returns data in a different shape. We handle every bit of that per-state plumbing for you — you get uniform output no matter which states you pick.

### 🔥 What we handle for you

- 🛡️ **Browser fingerprint rotation** — `curl-cffi` impersonates real Chrome / Firefox / Safari TLS handshakes so state API gateways see a genuine browser, not a Python script.
- 🌐 **Residential proxy rotation** via Apify Proxy — fresh session and exit IP on every block or rate-limit response.
- 🔁 **Retries with exponential backoff** on `408 / 429 / 503` — up to 5 attempts per page.
- 🎯 **Server-side beauty-credential filtering** — each state's registry holds dozens of professions; we filter to cosmetology / barber / salon / nail credentials at the source, so you never wade through (or pay for) dentists and electricians.
- 🧱 **Per-state active-only filtering** — NY, CT, and CO support status filters; we apply them automatically when `activeOnly` is enabled, so you get live licenses without post-processing.
- 🧊 **Clean, typed dataset rows** — Pydantic-validated, ISO-8601 timestamps, JSON / CSV / Excel export straight from the Apify Console.
- 💰 **Pay-Per-Event pricing** — you only pay for results that hit your dataset. No data, no charge (beyond the small warm-up fee).

### 💡 Use cases

- **Salon software (booking / POS) sales** — pull every licensed salon establishment in New York with name and address, then enrich with email via Clay or Apollo for a targeted outreach sequence. These owner-operated shops are exactly the ones ZoomInfo misses.
- **Beauty-product wholesalers & distributors** — build state-level prospect lists of salons, barbershops, and nail studios in minutes instead of buying stale lists.
- **Salon & beauty-professional insurance** — commercial insurers targeting cosmetologists and shop owners need addressable prospect lists at scale.
- **Payment processors & lenders** — owner-operated salons are a classic underwriting target; license status and type help you pre-qualify.
- **Market research** — compare beauty-industry supply across states, credential mix (cosmetologist vs. barber vs. nail tech), or salon density by city.
- **Staffing & recruiting** — find newly licensed individual operators by state for placement into salons and chains.

### ⚙️ How to use it

1. Click **Try for free** at the top of the page.
2. Select one or more states in the **States to scrape** field.
3. Toggle **Active licenses only** — enabled by default; disabling it returns expired and inactive licenses too.
4. Set **Max results** to cap the run size. Each state holds tens of thousands to hundreds of thousands of records; start small.
5. Click **Start**. Output streams into the run's dataset in real time.
6. Export from **Storage → Dataset** as JSON, CSV, or Excel — or pull via the Apify API into your pipeline.

### 📥 Input

| Field | Type | Required | Default | Notes |
|---|---|:--:|---|---|
| `states` | `array` | no | `["NY"]` | One or more state codes: `NY`, `CT`, `CO`, `TX`. |
| `activeOnly` | `boolean` | no | `true` | Filter to active/licensed records. Applied on the server for NY, CT, CO; ignored for TX (no status column). |
| `maxResults` | `integer` | no | `100` | Maximum total records across all selected states. |
| `proxyConfiguration` | `object` | no | `{"useApifyProxy": false}` | Proxy settings. Optional for low-volume runs against these open-data APIs. |

#### Example input

```json
{
  "states": ["NY", "TX"],
  "activeOnly": true,
  "maxResults": 500,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
````

### 📤 Output

Every row is one cosmetology / barber / salon license record. Export as JSON, CSV, or Excel from the Apify Console.

| Field | Type | Notes |
|---|---|---|
| `state` | `string` | Two-letter state code — e.g. `NY`, `TX`. |
| `business_name` | `string \| null` | Salon / shop / establishment business name (present for business licenses; for individual licenses it may carry the operator's trade name). |
| `licensee_name` | `string \| null` | Individual licensee / license holder / owner name. |
| `license_number` | `string \| null` | State-issued license or credential number. |
| `license_type` | `string \| null` | Credential category — e.g. `Full Service Establishment`, `Hairdresser/Cosmetician`, `Barber`. |
| `status` | `string \| null` | License status — e.g. `Active`, `Expired`. Null for TX. |
| `address` | `string \| null` | Street address (NY and CT; null for CO and TX). |
| `city` | `string \| null` | City (NY, CT, CO; null for TX). |
| `county` | `string \| null` | County (TX; null for NY, CT, CO). |
| `zip` | `string \| null` | ZIP / postal code (NY, CT, CO; null for TX). |
| `phone` | `string \| null` | Contact phone number (where the dataset publishes it). |
| `source_url` | `string` | Socrata API endpoint this record came from. |
| `scraped_at` | `string` | ISO-8601 UTC timestamp of when this row was recorded. |

#### Example output

```json
{
  "state": "NY",
  "business_name": "ETTA SALON",
  "licensee_name": "Grunau Rachel",
  "license_number": "AEB-18-01243",
  "license_type": "DOSAEBUSINESS",
  "status": "Active",
  "address": "555 Gates Ave",
  "city": "Brooklyn",
  "county": null,
  "zip": "11221",
  "phone": null,
  "source_url": "https://data.ny.gov/resource/y3u4-jbgh.json",
  "scraped_at": "2026-06-07T09:00:00+00:00"
}
```

### 💰 Pricing

Pay-Per-Event — you pay only when these events fire:

| Event | USD | What it is |
|---|---:|---|
| `actor-start` | $0.005 | One-off warm-up charge per run |
| `result` | $0.004 | Per license record pushed to the dataset |

Example: 1 000 results at the rates above ≈ **$4.00**. No subscription, no minimum — Apify gives every new account $5 of free credit, so your first run costs nothing.

### 🚧 Limitations

- **Four states only.** NY, CT, CO, and TX are currently supported. Other states publish their boards' registries behind HTML form portals or PDFs; adding each requires custom integration work (and is on the roadmap).
- **Field coverage varies by state.** NY and CT include street address; CO gives city + ZIP but no street; TX gives county but no street/city/ZIP. We surface `null` rather than fabricate.
- **Status filtering varies by state.** The TX dataset doesn't expose a status column, so `activeOnly` has no effect there — all matching records are returned.
- **Email is not in these registries.** None of the four state datasets publish operator email. Enrich the `business_name` / `licensee_name` + location output through a tool like Clay or Apollo after export.
- **Data freshness depends on the state.** Each portal refreshes on its own schedule — typically daily to weekly. The `scraped_at` field tells you when we fetched; the underlying source may lag actual license changes.

### ❓ FAQ

**Is there a national cosmetology license database I can query?**

No unified federal registry exists. Cosmetology and barber licensing is administered state by state. This Actor consolidates four of the most accessible state registries into one output schema.

**Can I get just salons / establishments, not individual stylists?**

For NY, the dataset is salon and barber *businesses* only — every row is an establishment. For TX, the registry includes both establishment license types (Full Service, Mini, Mobile, Manicurist, etc.) and individual operators; filter by `license_type` after export. CT and CO are predominantly individual licensees.

**How do I build a salon owner email list?**

These state registries don't publish email. Use this Actor to get the salon/owner name plus location, then enrich through Clay, Apollo, or a similar tool after export.

**Why are some fields null?**

Not every state publishes every field. TX has no street/city/ZIP; CO has no street address; only NY and CT carry status-bearing addresses. We return `null` rather than guess. The `source_url` field tells you which registry each record came from.

**How many records are in each state?**

Approximate matched counts at time of writing: NY ~32 000 salon/barber businesses, CT ~80 000 beauty credentials, CO ~135 000 cosmetology/barber/manicurist licenses, TX ~430 000 cosmetology/barber records. Counts change as licenses are issued and expire.

**Can I schedule this to run weekly?**

Yes — use **Apify Schedules** to trigger a run on a cadence. The `scraped_at` field and the `license_number` make deduplication straightforward for delta workflows.

**Does this scrape anything I shouldn't be using?**

All data comes from official state government open-data portals published for public access. No login, no scraping private pages, no personal data beyond what the state publishes in the licensing registry.

### 💬 Your feedback

Spotted a bug, need a new state added, or want a field we're not capturing? Open an issue on the Actor's **Issues** tab in the Apify Console — we read every report and ship fixes weekly.

***

<div align="center">

Built by **[Devil Scrapes](https://apify.com/DevilScrapes)** 😈 — a small fleet of
opinionated public-data Actors. Honest pricing, real engineering, zero fine print.

</div>

# Actor input Schema

## `states` (type: `array`):

US state codes to scrape. Each maps to that state's official Socrata cosmetology / barber / salon licensing registry. Supported: NY, CT, CO, TX.

## `activeOnly` (type: `boolean`):

When enabled, applies a status filter to return only currently active/licensed records. Supported for NY, CT, and CO; the TX dataset does not expose a status column, so all TX records are returned.

## `maxResults` (type: `integer`):

Maximum total number of license records to return across all selected states.

## `proxyConfiguration` (type: `object`):

Apify Proxy settings. These are plain open-data JSON APIs; proxy is optional for low-volume runs.

## Actor input object example

```json
{
  "states": [
    "NY"
  ],
  "activeOnly": true,
  "maxResults": 100,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
```

# Actor output Schema

## `datasetItems` (type: `string`):

All dataset items as JSON.

## `datasetItemsCsv` (type: `string`):

Same data exported to CSV.

## `datasetView` (type: `string`):

Open the run dataset in the Console.

# 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 = {
    "states": [
        "NY"
    ],
    "maxResults": 100,
    "proxyConfiguration": {
        "useApifyProxy": false
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("devilscrapes/cosmetology-license-leads").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 = {
    "states": ["NY"],
    "maxResults": 100,
    "proxyConfiguration": { "useApifyProxy": False },
}

# Run the Actor and wait for it to finish
run = client.actor("devilscrapes/cosmetology-license-leads").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 '{
  "states": [
    "NY"
  ],
  "maxResults": 100,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}' |
apify call devilscrapes/cosmetology-license-leads --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=devilscrapes/cosmetology-license-leads",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Cosmetology & Salon License Leads Scraper",
        "description": "Scrape licensed cosmetology, barber, salon, and nail establishments across 4 US states (NY, CT, CO, TX) via official state open-data APIs. Get salon name, owner/licensee name, license number, type, status, address, and city — clean B2B leads, ready to export.",
        "version": "0.1",
        "x-build-id": "MPzfneYShsqKOKtXF"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/devilscrapes~cosmetology-license-leads/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-devilscrapes-cosmetology-license-leads",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/devilscrapes~cosmetology-license-leads/runs": {
            "post": {
                "operationId": "runs-sync-devilscrapes-cosmetology-license-leads",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/devilscrapes~cosmetology-license-leads/run-sync": {
            "post": {
                "operationId": "run-sync-devilscrapes-cosmetology-license-leads",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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",
                "properties": {
                    "states": {
                        "title": "States to scrape",
                        "type": "array",
                        "description": "US state codes to scrape. Each maps to that state's official Socrata cosmetology / barber / salon licensing registry. Supported: NY, CT, CO, TX.",
                        "items": {
                            "type": "string",
                            "enum": [
                                "NY",
                                "CT",
                                "CO",
                                "TX"
                            ],
                            "enumTitles": [
                                "New York (NY) — salon & barber businesses",
                                "Connecticut (CT) — hairdressers, barbers, nail & esthetics",
                                "Colorado (CO) — cosmetologists, barbers, manicurists",
                                "Texas (TX) — cosmetology & barber licenses + salon establishments"
                            ]
                        },
                        "default": [
                            "NY"
                        ]
                    },
                    "activeOnly": {
                        "title": "Active licenses only",
                        "type": "boolean",
                        "description": "When enabled, applies a status filter to return only currently active/licensed records. Supported for NY, CT, and CO; the TX dataset does not expose a status column, so all TX records are returned.",
                        "default": true
                    },
                    "maxResults": {
                        "title": "Max results",
                        "minimum": 1,
                        "maximum": 500000,
                        "type": "integer",
                        "description": "Maximum total number of license records to return across all selected states.",
                        "default": 100
                    },
                    "proxyConfiguration": {
                        "title": "Proxy configuration",
                        "type": "object",
                        "description": "Apify Proxy settings. These are plain open-data JSON APIs; proxy is optional for low-volume runs.",
                        "default": {
                            "useApifyProxy": false
                        }
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
