# 🎧 Spotify Scraper (`api-empire/spotify-scraper`) Actor

🎧 Spotify Scraper pulls track, artist, album & playlist data from Spotify with precision. ⚡ Perfect for music research, analytics, DJs & developers. 🔎 Automate insights, build datasets, and accelerate discovery.

- **URL**: https://apify.com/api-empire/spotify-scraper.md
- **Developed by:** [API Empire](https://apify.com/api-empire) (community)
- **Categories:** Automation, Developer tools, Other
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $4.99 / 1,000 results

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.

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

## 🎧 Spotify Scraper — Artists, Tracks, Albums & Playlists

Search [Spotify](https://open.spotify.com) by keyword or scrape **artist, album, track, and playlist URLs** to get monthly listeners, play counts, followers, world rank, biographies, top tracks, related artists, and full track listings — in JSON, CSV, or Excel. **No Spotify login or API key needed.**

### 🤔 What does it do?

Spotify Scraper extracts rich, structured metadata from Spotify. It works in two modes:

- 🔗 **URL mode** — paste Spotify links (artists, albums, tracks, playlists) and get detailed data for each.
- 🔍 **Search mode** — search by keyword and get matching tracks, artists, albums, or playlists.

#### 📦 What data you get

| Entity | Highlights |
|--------|-----------|
| 🎤 **Artists** | Monthly listeners, followers, world rank, biography, image, top tracks (with play counts), related artists, external links (Instagram, Facebook, etc.) |
| 💿 **Albums** | Cover art, release date, label, full track listing with per-track play counts |
| 🎵 **Tracks** | Artists, album, duration, release date, play count, explicit flag, audio preview URL |
| 📋 **Playlists** | Owner, description, followers, cover image, full track listing with durations & play counts |

### ⭐ Why Choose Us?

- 🆓 **No API key** — works entirely from public Spotify data.
- 🧩 **Rich nested output** — artists ship with their top tracks & related artists; playlists ship with their full track listing.
- 🛡️ **Smart proxy ladder** — starts with a direct connection and only escalates to datacenter then residential proxies if Spotify blocks, keeping runs cheap and reliable.
- 📊 **Per-section tables** — browse artists, tracks, albums, and playlists each in their own view.
- ⚡ **Live results** — records appear in the output as they are collected.

### 🚀 How to Use (Apify Console)

1. Log in at [console.apify.com](https://console.apify.com) → **Actors**.
2. Open **Spotify Scraper**.
3. Pick a **mode**:
   - 🔗 **Scrape by URL** → paste Spotify URLs.
   - 🔍 **Search by keyword** → enter queries and choose a result type.
4. (Optional) Set **Max results**, toggle audio previews / genres, or configure a proxy.
5. Click **Start** and watch results stream in live.
6. Open the **Output** tab — switch between the 🎧 All / 🎤 Artists / 🎵 Tracks / 💿 Albums / 📋 Playlists views.
7. Export to **JSON / CSV / XLSX**.

### 🧾 Input

```json
{
  "mode": "urls",
  "urls": [
    "https://open.spotify.com/artist/06HL4z0CvFAxyc27GXpf02",
    "https://open.spotify.com/playlist/37i9dQZF1DXcBWIGoYBM5M"
  ],
  "maxResults": 50,
  "proxyConfiguration": { "useApifyProxy": true }
}
````

| Field | Type | Description |
|-------|------|-------------|
| `mode` | string | `urls` or `search`. |
| `urls` | array | Spotify URLs (URL mode). Artist / album / track / playlist. |
| `searchTerms` | array | Keywords (search mode). |
| `searchType` | string | `tracks`, `artists`, `albums`, or `playlists` (search mode). |
| `maxResults` | integer | Max items per query / records per URL. |
| `includeAudioPreview` | boolean | Fetch 30s preview URLs for tracks. |
| `includeGenres` | boolean | Best-effort artist genres. |
| `enrichSearch` | boolean | Fetch extra detail per search hit. |
| `concurrency` | integer | Parallel requests. |
| `maxRetries` | integer | Retries before escalating the proxy. |
| `proxyConfiguration` | object | Proxy for the fallback tiers. |

### 📤 Output

An **artist** record (URL mode):

```json
{
  "type": "artist",
  "id": "06HL4z0CvFAxyc27GXpf02",
  "name": "Taylor Swift",
  "url": "https://open.spotify.com/artist/06HL4z0CvFAxyc27GXpf02",
  "imageUrl": "https://i.scdn.co/image/...",
  "monthlyListeners": 101992498,
  "followers": 159206573,
  "worldRank": 6,
  "genres": [],
  "biography": "…",
  "topTracks": [
    { "trackId": "…", "title": "The Fate of Ophelia", "artists": "Taylor Swift",
      "duration": 226073, "durationFormatted": "3:46", "playCount": 1451642910,
      "isExplicit": false, "isPlayable": true, "audioPreviewUrl": null }
  ],
  "relatedArtists": [ { "name": "Sabrina Carpenter", "id": "…", "url": "…" } ],
  "externalLinks": [ { "name": "INSTAGRAM", "url": "https://instagram.com/taylorswift" } ],
  "scrapedAt": "2026-06-17T07:38:00.575Z"
}
```

A **track** record (search mode):

```json
{
  "type": "track",
  "id": "5FVd6KXrgO9B3JPmC8OPst",
  "name": "Do I Wanna Know?",
  "artists": "Arctic Monkeys",
  "albumName": "AM",
  "albumArt": "https://i.scdn.co/image/...",
  "releaseDate": null,
  "duration": 272394,
  "durationFormatted": "4:32",
  "playCount": null,
  "isExplicit": false,
  "isPlayable": true,
  "audioPreviewUrl": null,
  "url": "https://open.spotify.com/track/5FVd6KXrgO9B3JPmC8OPst",
  "scrapedAt": "2026-06-17T06:41:35.457Z",
  "searchTerm": "arctic monkeys"
}
```

### 🤖 Use via API

```bash
curl -X POST "https://api.apify.com/v2/acts/<ACTOR_ID>/run-sync-get-dataset-items?token=$APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"mode":"urls","urls":["https://open.spotify.com/artist/06HL4z0CvFAxyc27GXpf02"],"maxResults":50}'
```

### 💡 Best Use Cases

- 🎵 **Music analytics** — track monthly listeners, play counts, and follower growth.
- 📊 **Playlist research** — analyze editorial and user playlists.
- 🎤 **Artist monitoring** — biographies, top tracks, and related artists.
- 🧠 **Recommendation datasets** — build catalogs of artists, tracks, and relationships.

### 💳 Pricing

This Actor uses a **pay-per-event** model. You are charged per **result item** delivered to the dataset, plus the standard Apify platform usage. Set **Max results** to control spend.

### ❓ FAQ

**Do I need a Spotify account or API key?** No. All data comes from public Spotify pages.

**Why is `genres` empty for some artists?** Spotify stopped exposing genres for many artists; the Actor fills it when available and leaves `[]` otherwise.

**Why is `audioPreviewUrl` null?** Many tracks simply have no 30-second preview on Spotify.

**Will it get blocked?** The Actor starts direct and automatically escalates to datacenter then residential proxies if Spotify pushes back.

### ⚖️ Legal & Compliance

This Actor collects only **publicly available** data. You are responsible for complying with Spotify's Terms of Service and applicable laws (GDPR, CCPA, etc.). Do not use scraped data to infringe copyright or for unlawful purposes.

### 🆘 Support & Feedback

Found a bug or want a new field? Open an issue on the Actor's **Issues** tab — feedback is welcome.

# Actor input Schema

## `mode` (type: `string`):

Choose how to scrape. 🔗 URL mode pulls rich data from Spotify links. 🔍 Search mode finds items by keyword.

## `urls` (type: `array`):

One or more Spotify links — artist, album, track, or playlist (e.g. https://open.spotify.com/artist/06HL4z0CvFAxyc27GXpf02). Bulk input supported.

## `searchTerms` (type: `array`):

Keywords to search on Spotify. Each query returns items of the selected search type.

## `searchType` (type: `string`):

Which kind of Spotify result to return in Search mode.

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

Maximum items per search query, or maximum records per URL, to collect.

## `includeAudioPreview` (type: `boolean`):

Fetch the 30-second audio preview URL for tracks (one extra request per track). Many tracks have no preview.

## `includeGenres` (type: `boolean`):

Best-effort genre tags for artists. Spotify leaves this empty for many artists.

## `enrichSearch` (type: `boolean`):

Fetch extra detail for each search hit (play counts, followers, release dates, etc.). Slower but far richer.

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

Proxy for the fallback tiers. The scraper starts with a direct connection (no proxy) and automatically switches to a datacenter proxy, then a residential proxy, only if Spotify starts blocking — then sticks with it.

## Actor input object example

```json
{
  "mode": "urls",
  "urls": [
    "https://open.spotify.com/artist/06HL4z0CvFAxyc27GXpf02",
    "https://open.spotify.com/playlist/37i9dQZF1DXcBWIGoYBM5M"
  ],
  "searchTerms": [
    "arctic monkeys"
  ],
  "searchType": "tracks",
  "maxResults": 10,
  "includeAudioPreview": false,
  "includeGenres": false,
  "enrichSearch": false,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}
```

# 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 = {
    "mode": "urls",
    "urls": [
        "https://open.spotify.com/artist/06HL4z0CvFAxyc27GXpf02",
        "https://open.spotify.com/playlist/37i9dQZF1DXcBWIGoYBM5M"
    ],
    "searchTerms": [
        "arctic monkeys"
    ],
    "maxResults": 10,
    "proxyConfiguration": {
        "useApifyProxy": true
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("api-empire/spotify-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 = {
    "mode": "urls",
    "urls": [
        "https://open.spotify.com/artist/06HL4z0CvFAxyc27GXpf02",
        "https://open.spotify.com/playlist/37i9dQZF1DXcBWIGoYBM5M",
    ],
    "searchTerms": ["arctic monkeys"],
    "maxResults": 10,
    "proxyConfiguration": { "useApifyProxy": True },
}

# Run the Actor and wait for it to finish
run = client.actor("api-empire/spotify-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 '{
  "mode": "urls",
  "urls": [
    "https://open.spotify.com/artist/06HL4z0CvFAxyc27GXpf02",
    "https://open.spotify.com/playlist/37i9dQZF1DXcBWIGoYBM5M"
  ],
  "searchTerms": [
    "arctic monkeys"
  ],
  "maxResults": 10,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}' |
apify call api-empire/spotify-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=api-empire/spotify-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "🎧 Spotify Scraper",
        "description": "🎧 Spotify Scraper pulls track, artist, album & playlist data from Spotify with precision. ⚡ Perfect for music research, analytics, DJs & developers. 🔎 Automate insights, build datasets, and accelerate discovery.",
        "version": "0.1",
        "x-build-id": "tqKmakiGPpfqyhSzT"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/api-empire~spotify-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-api-empire-spotify-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/api-empire~spotify-scraper/runs": {
            "post": {
                "operationId": "runs-sync-api-empire-spotify-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/api-empire~spotify-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-api-empire-spotify-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "mode"
                ],
                "properties": {
                    "mode": {
                        "title": "🎛️ Scraping mode",
                        "enum": [
                            "urls",
                            "search"
                        ],
                        "type": "string",
                        "description": "Choose how to scrape. 🔗 URL mode pulls rich data from Spotify links. 🔍 Search mode finds items by keyword.",
                        "default": "urls"
                    },
                    "urls": {
                        "title": "🔗 Spotify URLs",
                        "type": "array",
                        "description": "One or more Spotify links — artist, album, track, or playlist (e.g. https://open.spotify.com/artist/06HL4z0CvFAxyc27GXpf02). Bulk input supported.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "searchTerms": {
                        "title": "🔍 Search queries",
                        "type": "array",
                        "description": "Keywords to search on Spotify. Each query returns items of the selected search type.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "searchType": {
                        "title": "🎯 Search result type",
                        "enum": [
                            "tracks",
                            "artists",
                            "albums",
                            "playlists"
                        ],
                        "type": "string",
                        "description": "Which kind of Spotify result to return in Search mode.",
                        "default": "tracks"
                    },
                    "maxResults": {
                        "title": "🔢 Max results",
                        "minimum": 1,
                        "maximum": 100000,
                        "type": "integer",
                        "description": "Maximum items per search query, or maximum records per URL, to collect.",
                        "default": 10
                    },
                    "includeAudioPreview": {
                        "title": "🔊 Include audio preview URLs",
                        "type": "boolean",
                        "description": "Fetch the 30-second audio preview URL for tracks (one extra request per track). Many tracks have no preview.",
                        "default": false
                    },
                    "includeGenres": {
                        "title": "🏷️ Include artist genres",
                        "type": "boolean",
                        "description": "Best-effort genre tags for artists. Spotify leaves this empty for many artists.",
                        "default": false
                    },
                    "enrichSearch": {
                        "title": "✨ Enrich search results",
                        "type": "boolean",
                        "description": "Fetch extra detail for each search hit (play counts, followers, release dates, etc.). Slower but far richer.",
                        "default": false
                    },
                    "proxyConfiguration": {
                        "title": "🛡️ Proxy configuration",
                        "type": "object",
                        "description": "Proxy for the fallback tiers. The scraper starts with a direct connection (no proxy) and automatically switches to a datacenter proxy, then a residential proxy, only if Spotify starts blocking — then sticks with it.",
                        "default": {
                            "useApifyProxy": true
                        }
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```