# YouTube Shorts Scraper — Channel, Hashtag, Search & URL (`celebrated-quadraphonic/youtube-shorts-scraper`) Actor

Scrape YouTube Shorts by channel, hashtag, search, or direct URL. 30+ fields including subtitles, comments, hashtags. $0.50/1K — 87% cheaper than competitors.

- **URL**: https://apify.com/celebrated-quadraphonic/youtube-shorts-scraper.md
- **Developed by:** [XiaoZhi DataTools](https://apify.com/celebrated-quadraphonic) (community)
- **Categories:** Videos, Social media, Marketing
- **Stats:** 2 total users, 0 monthly users, 4.3% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.00 / 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

## YouTube Shorts Scraper — Fast & Detailed

Extract YouTube Shorts data by channel, hashtag, search, playlist, trending, or direct URL.

### Why Choose This Scraper?

| Feature | This Scraper | streamers ($2.40/1K) | apidojo ($0.50/1K) |
|---------|:---:|:---:|:---:|
| Channel | ✅ | ✅ | ✅ |
| **Hashtag search** | ✅ | ❌ | ❌ |
| **Keyword search** | ✅ | ❌ | ✅ |
| **Playlist** | ✅ | ❌ | ✅ |
| **Trending** | ✅ | ❌ | ❌ |
| **Direct URL** | ✅ | ❌ | ✅ |
| Views | ✅ | ✅ | ✅ |
| Comments count | ✅ | ✅ | ✅ |
| **Comment content** | ✅ | ❌ | ❌ |
| **Subtitles/Transcript** | ✅ | ❌ | ❌ |
| **Engagement rate** | ✅ | ❌ | ❌ |
| **Viral score** | ✅ | ❌ | ❌ |
| Channel subscribers | ✅ | ✅ | ✅ |
| Channel avatar | ✅ | ✅ | ❌ |
| Date filtering | ✅ | ✅ | ✅ |
| View/Like filtering | ✅ | ❌ | ✅ |
| Resolution/FPS | ✅ | ❌ | ❌ |
| Keywords | ✅ | ❌ | ✅ |
| **Price** | **$1.00/1K** | $2.40/1K | $0.50/1K |

### Input Parameters

#### Mode
- **channel** — All Shorts from one or more channels
- **hashtag** — Shorts by hashtag (direct page scraping + search fallback)
- **search** — Keyword search for Shorts
- **url** — Specific YouTube Shorts URLs
- **playlist** — All videos from a YouTube playlist
- **trending** — Trending/popular Shorts

#### Filters
- **maxResults** — Maximum videos to return (1-5000)
- **since / until** — Date range filtering (YYYY-MM-DD)
- **minViews / minLikes** — Engagement thresholds
- **sortBy** — NEWEST, POPULAR, OLDEST

#### Options
- **includeSubtitles** — Extract subtitle text with timestamps
- **includeComments** — Extract top comments from each video
- **includeChannelInfo** — Add channel metadata
- **maxComments** — Max comments per video (1-100)

### Output Fields

| Field | Description |
|-------|-------------|
| id | YouTube video ID |
| title | Video title |
| description | Video description (truncated to 2000 chars) |
| url | Full YouTube Shorts URL |
| thumbnail | Thumbnail URL |
| duration | Duration in seconds |
| duration_formatted | Formatted duration (e.g. "0:35") |
| view_count | Total views |
| like_count | Total likes (when available) |
| comment_count | Total comments |
| engagement_rate | (likes + comments) / views × 100 |
| viral_score | views / channel_subscribers |
| channel_subscribers | Channel subscriber count |
| channel_name | Channel name |
| channel_url | Channel URL |
| channel_id | Channel ID |
| channel_avatar_url | Channel avatar image URL |
| publish_date | Publication date |
| keywords | Video keywords/tags |
| has_captions | Whether subtitles are available |
| caption_languages | Available subtitle languages |
| width / height / fps | Video resolution and framerate |
| resolution | Formatted resolution (e.g. "1080x1920") |
| location | Video location (if set) |
| comments | Extracted comments (when includeComments=true) |
| subtitles | Extracted subtitles (when includeSubtitles=true) |

### Technical Notes

- Uses YouTube innertube API for metadata (views, subscribers, comments)
- Uses scrapetube library for channel/hashtag/search discovery
- Residential proxy required for full metadata (views, likes, duration)
- Comment content extraction uses page scraping (adds ~3s per video)
- Subtitle extraction uses youtube-transcript-api (adds ~2s per video)

### Pricing

- **$1.00 per 1,000 results** (Actor Start $0.001, Result $0.001)
- 58% cheaper than streamers ($2.40/1K)
- 95% cheaper than scraper-engine ($19.99/month)
- Comparable to apidojo ($0.50/1K) but with more features

# Actor input Schema

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

Channel = all Shorts from a channel, Hashtag = Shorts by hashtag, Search = keyword search, URL = specific Shorts URLs.
## `extraMode` (type: `string`):

Type 'playlist' or 'trending' here to use advanced modes. Leave empty to use the Mode dropdown above.
## `channels` (type: `string`):

Channel handles (without @) or full channel URLs. Example: MrBeast or https://youtube.com/@MrBeast
## `hashtags` (type: `string`):

Without #. Example: cooking or funny. Directly scrapes youtube.com/hashtag/{tag} for video IDs, falls back to search.
## `searchQueries` (type: `string`):

Keywords to search for Shorts.
## `urls` (type: `string`):

Direct YouTube Shorts URLs. Example: https://youtube.com/shorts/VIDEO_ID
## `playlists` (type: `string`):

YouTube playlist URLs. Extracts all video IDs from the playlist. Example: https://www.youtube.com/playlist?list=PLxxxxxxx
## `trendingCountry` (type: `string`):

Country code for trending feed (used in trending mode). Default: US.
## `maxResults` (type: `integer`):

Maximum Shorts to return. Default 50 ≈ $0.025/run.
## `sortBy` (type: `string`):

NEWEST = latest first, POPULAR = most viewed, OLDEST = oldest first.
## `since` (type: `string`):

Only Shorts uploaded after this date.
## `until` (type: `string`):

Only Shorts uploaded before this date.
## `minViews` (type: `integer`):

Only Shorts with at least this many views.
## `minLikes` (type: `integer`):

Only Shorts with at least this many likes.
## `includeSubtitles` (type: `boolean`):

Extract subtitle text with timestamps. Adds ~2s per video.
## `includeChannelInfo` (type: `boolean`):

Add channel description, subscribers, join date.
## `includeComments` (type: `boolean`):

Extract top comments from each video. Adds ~3s per video. Uses page scraping to extract comment text.
## `maxComments` (type: `integer`):

Maximum number of top comments to extract per video (when includeComments is enabled).
## `proxyUrl` (type: `string`):

http://user:pass@host:port — needed for full metadata (views, likes, duration). Without proxy, only title and channel name are available.

## Actor input object example

```json
{
  "mode": "channel",
  "extraMode": "",
  "channels": "",
  "hashtags": "",
  "searchQueries": "",
  "urls": "",
  "playlists": "",
  "trendingCountry": "US",
  "maxResults": 50,
  "sortBy": "NEWEST",
  "since": "",
  "until": "",
  "minViews": 0,
  "minLikes": 0,
  "includeSubtitles": false,
  "includeChannelInfo": true,
  "includeComments": false,
  "maxComments": 20,
  "proxyUrl": ""
}
````

# 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": "channel",
    "extraMode": "",
    "channels": "",
    "hashtags": "",
    "searchQueries": "",
    "urls": "",
    "playlists": "",
    "trendingCountry": "US",
    "maxResults": 50,
    "sortBy": "NEWEST",
    "since": "",
    "until": "",
    "minViews": 0,
    "minLikes": 0,
    "includeSubtitles": false,
    "includeChannelInfo": true,
    "includeComments": false,
    "maxComments": 20,
    "proxyUrl": ""
};

// Run the Actor and wait for it to finish
const run = await client.actor("celebrated-quadraphonic/youtube-shorts-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": "channel",
    "extraMode": "",
    "channels": "",
    "hashtags": "",
    "searchQueries": "",
    "urls": "",
    "playlists": "",
    "trendingCountry": "US",
    "maxResults": 50,
    "sortBy": "NEWEST",
    "since": "",
    "until": "",
    "minViews": 0,
    "minLikes": 0,
    "includeSubtitles": False,
    "includeChannelInfo": True,
    "includeComments": False,
    "maxComments": 20,
    "proxyUrl": "",
}

# Run the Actor and wait for it to finish
run = client.actor("celebrated-quadraphonic/youtube-shorts-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": "channel",
  "extraMode": "",
  "channels": "",
  "hashtags": "",
  "searchQueries": "",
  "urls": "",
  "playlists": "",
  "trendingCountry": "US",
  "maxResults": 50,
  "sortBy": "NEWEST",
  "since": "",
  "until": "",
  "minViews": 0,
  "minLikes": 0,
  "includeSubtitles": false,
  "includeChannelInfo": true,
  "includeComments": false,
  "maxComments": 20,
  "proxyUrl": ""
}' |
apify call celebrated-quadraphonic/youtube-shorts-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "YouTube Shorts Scraper — Channel, Hashtag, Search & URL",
        "description": "Scrape YouTube Shorts by channel, hashtag, search, or direct URL. 30+ fields including subtitles, comments, hashtags. $0.50/1K — 87% cheaper than competitors.",
        "version": "2.1",
        "x-build-id": "fpnejDXrbRG45v5e7"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/celebrated-quadraphonic~youtube-shorts-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-celebrated-quadraphonic-youtube-shorts-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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/celebrated-quadraphonic~youtube-shorts-scraper/runs": {
            "post": {
                "operationId": "runs-sync-celebrated-quadraphonic-youtube-shorts-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/celebrated-quadraphonic~youtube-shorts-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-celebrated-quadraphonic-youtube-shorts-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",
                "properties": {
                    "mode": {
                        "title": "Mode",
                        "enum": [
                            "channel",
                            "hashtag",
                            "search",
                            "url"
                        ],
                        "type": "string",
                        "description": "Channel = all Shorts from a channel, Hashtag = Shorts by hashtag, Search = keyword search, URL = specific Shorts URLs.",
                        "default": "channel"
                    },
                    "extraMode": {
                        "title": "Advanced Mode (overrides Mode)",
                        "type": "string",
                        "description": "Type 'playlist' or 'trending' here to use advanced modes. Leave empty to use the Mode dropdown above.",
                        "default": ""
                    },
                    "channels": {
                        "title": "Channels (one per line)",
                        "type": "string",
                        "description": "Channel handles (without @) or full channel URLs. Example: MrBeast or https://youtube.com/@MrBeast",
                        "default": ""
                    },
                    "hashtags": {
                        "title": "Hashtags (one per line)",
                        "type": "string",
                        "description": "Without #. Example: cooking or funny. Directly scrapes youtube.com/hashtag/{tag} for video IDs, falls back to search.",
                        "default": ""
                    },
                    "searchQueries": {
                        "title": "Search Queries (one per line)",
                        "type": "string",
                        "description": "Keywords to search for Shorts.",
                        "default": ""
                    },
                    "urls": {
                        "title": "Shorts URLs (one per line)",
                        "type": "string",
                        "description": "Direct YouTube Shorts URLs. Example: https://youtube.com/shorts/VIDEO_ID",
                        "default": ""
                    },
                    "playlists": {
                        "title": "Playlist URLs (one per line)",
                        "type": "string",
                        "description": "YouTube playlist URLs. Extracts all video IDs from the playlist. Example: https://www.youtube.com/playlist?list=PLxxxxxxx",
                        "default": ""
                    },
                    "trendingCountry": {
                        "title": "Trending Country",
                        "type": "string",
                        "description": "Country code for trending feed (used in trending mode). Default: US.",
                        "default": "US"
                    },
                    "maxResults": {
                        "title": "Max Results",
                        "minimum": 1,
                        "maximum": 5000,
                        "type": "integer",
                        "description": "Maximum Shorts to return. Default 50 ≈ $0.025/run.",
                        "default": 50
                    },
                    "sortBy": {
                        "title": "Sort By",
                        "enum": [
                            "NEWEST",
                            "POPULAR",
                            "OLDEST"
                        ],
                        "type": "string",
                        "description": "NEWEST = latest first, POPULAR = most viewed, OLDEST = oldest first.",
                        "default": "NEWEST"
                    },
                    "since": {
                        "title": "Since (YYYY-MM-DD)",
                        "type": "string",
                        "description": "Only Shorts uploaded after this date.",
                        "default": ""
                    },
                    "until": {
                        "title": "Until (YYYY-MM-DD)",
                        "type": "string",
                        "description": "Only Shorts uploaded before this date.",
                        "default": ""
                    },
                    "minViews": {
                        "title": "Min Views",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Only Shorts with at least this many views.",
                        "default": 0
                    },
                    "minLikes": {
                        "title": "Min Likes",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Only Shorts with at least this many likes.",
                        "default": 0
                    },
                    "includeSubtitles": {
                        "title": "Include Subtitles/Transcript",
                        "type": "boolean",
                        "description": "Extract subtitle text with timestamps. Adds ~2s per video.",
                        "default": false
                    },
                    "includeChannelInfo": {
                        "title": "Include Channel Info",
                        "type": "boolean",
                        "description": "Add channel description, subscribers, join date.",
                        "default": true
                    },
                    "includeComments": {
                        "title": "Include Comments",
                        "type": "boolean",
                        "description": "Extract top comments from each video. Adds ~3s per video. Uses page scraping to extract comment text.",
                        "default": false
                    },
                    "maxComments": {
                        "title": "Max Comments per Video",
                        "minimum": 1,
                        "maximum": 100,
                        "type": "integer",
                        "description": "Maximum number of top comments to extract per video (when includeComments is enabled).",
                        "default": 20
                    },
                    "proxyUrl": {
                        "title": "Custom Proxy (optional)",
                        "type": "string",
                        "description": "http://user:pass@host:port — needed for full metadata (views, likes, duration). Without proxy, only title and channel name are available.",
                        "default": ""
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
