# Booking Hotels Scraper - Search, Prices & Details (`jdtpnjtp/booking-hotels-scraper`) Actor

Scrape Booking.com hotels for any destination: live prices, ratings, reviews count, location, facilities and full detail pages. Real-time data, all filters, optional detail enrichment. Pay only per result - no subscription.

- **URL**: https://apify.com/jdtpnjtp/booking-hotels-scraper.md
- **Developed by:** [Data Forge](https://apify.com/jdtpnjtp) (community)
- **Categories:** Lead generation, Travel, Developer tools
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

from $2.00 / 1,000 hotel results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

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

## Booking.com Hotels Scraper - Search, Prices & Details

**Scrape Booking.com hotels for any destination in one run - live prices, guest scores, review counts, location, facilities and full detail pages.** Type a city, set your dates, and export clean, structured rows. No login, no subscription, pay only per result.

---

### What this actor does

Give it a destination (`Paris`, a Booking.com dest_id, or a Booking.com search URL) and it pulls hotels with everything you need to compare and analyze:

- 🏨 **Hotel** - name, star class, accommodation type
- 📊 **Guest score** - Booking review score (1-10), score word, review count
- 💲 **Live prices** - per-night and total price, currency, pre-discount price (set check-in/out for real dated rates)
- 📍 **Location** - address, city, country, latitude/longitude, distance from center
- ✅ **Policies** - free cancellation, breakfast included
- 🖼 **Media + IDs** - primary photo, canonical URL, hotel id, slug

Flip on **Also fetch full detail** and every hotel is enriched with its full detail page - complete facility list, description, check-in/out times and more photos (charged as a separate `hotel-details` event).

Already have specific hotels? Paste their URLs into **Start URLs** - each is fetched as a full detail row, alongside (or instead of) a destination search.

### Input

| Field | What it does |
|---|---|
| **Destination** | City / area name, Booking.com dest_id, or search URL. Optional if you use Start URLs. |
| **Start URLs** | Paste specific Booking.com hotel URLs to fetch their full detail directly. |
| **Max hotels** | Cap for the destination search. The actor paginates Booking.com (up to 100/page) to reach it. |
| **Also fetch full detail** | Enrich every hotel with its full detail page. Extra `hotel-details` charge per hotel. |
| **Currency** | 12 presets + any 3-letter ISO code. |
| **Stay & occupancy** | Check-in/out dates (unlock real prices), adults, children, rooms. |
| **Filters & sort** | Price range, min guest score, star class, meal plan, facilities, free cancellation, sustainable, sort order. |

Friendly-label filters (star class, meal plan, facilities) map to Booking.com's values for you - pick **Free WiFi** or **5 Star**, no IDs to look up. The underlying REST API exposes even more filters (room facilities, accessibility, property type) for power users.

### Output

One flat row per hotel, discriminated by `row_type` (`hotel_search_result` / `hotel_detail`), with the full payload under `data`. The dataset ships with **three ready-made table tabs** - **Overview**, **Hotels**, and **Details** - so the data reads as a clean spreadsheet you can sort, filter and export to CSV/Excel/JSON in one click.

Common columns: `name`, `stars`, `score`, `review_count`, `price`, `price_per_night`, `total_price`, `currency`, `address`, `city`, `country`, `url`, `hotel_id`, `image_url`, `free_cancellation`, `breakfast_included`. Error rows carry an `error_code` and are **free** - you only pay for real results.

A run-summary record (`OUTPUT` key) reports hotel/detail counts and the estimated cost. Live per-event pricing is shown on this actor's Apify Store page.

> Tip: set **check-in and check-out** to get real dated prices. An undated search returns availability and ratings but Booking.com often omits prices without dates.

### Why this actor

- **Real-time, real prices** - dated nightly + total rates straight from Booking.com, not stale cached numbers.
- **Every filter, friendly labels** - stars, score, meal plan, facilities, price, free cancellation. No internal IDs to look up.
- **Search or URLs** - scan a whole city, or fetch exact hotels. Both in one actor.
- **Clean tabs** - export-ready Hotels / Details tables, not a wall of mixed columns.
- **You only pay for results** - errors and your own misconfigurations are never charged.

### More Booking.com tools

Part of our Booking.com suite - pick the actor that fits the job:

- **[Booking.com Reviews Scraper](https://apify.com/jdtpnjtp/booking-reviews-scraper)** - bulk-pull guest reviews for any hotel, with score breakdowns and filters.
- **[Booking.com Airport Taxis Scraper](https://apify.com/jdtpnjtp/booking-airport-taxis-scraper)** - live airport transfer quotes between any two points.

### Need help? Enterprise plans? Custom scraping?

I personally support every customer - drop a message on any channel.

[![Telegram](https://img.shields.io/badge/Telegram-2CA5E0?style=for-the-badge&logo=telegram&logoColor=white)](https://t.me/j4dtpnj2tp)
[![WhatsApp](https://img.shields.io/badge/WhatsApp-25D366?style=for-the-badge&logo=whatsapp&logoColor=white)](https://wa.me/380686031542)
[![Email](https://img.shields.io/badge/Email-D14836?style=for-the-badge&logo=gmail&logoColor=white)](mailto:jdtpnjtp@gmail.com)

# Actor input Schema

## `location` (type: `string`):

Search an entire destination. Accepts a **city/area name** (`Paris`), a **Booking.com dest_id** (numeric), or a full **Booking.com search URL** - the actor resolves it automatically. Optional if you provide Start URLs below.
## `startUrls` (type: `array`):

Paste specific Booking.com hotel URLs to fetch their full detail directly - each is parsed into one detail row (charged as a detail event), independent of the destination search below.
## `maxResults` (type: `integer`):

Upper bound on hotels pulled for the destination search. 20 = quick sample, 100 = solid dataset. The actor paginates Booking.com (up to 100/page) under the hood to reach this number.
## `includeDetails` (type: `boolean`):

When on, every hotel search result is enriched with a second call that pulls its full detail page (complete facility list, description, check-in/out times, more photos). **This adds a `hotel-details` charge per hotel on top of the search-result event.** Leave off for a fast, cheap listing-only run.
## `currency` (type: `string`):

Currency for prices. Pick from the list or type any 3-letter ISO 4217 code.
## `checkIn` (type: `string`):

Optional. When both check-in and check-out are set, results carry real dated prices. Format `YYYY-MM-DD`.
## `checkOut` (type: `string`):

Optional. Pair with check-in for dated prices. Format `YYYY-MM-DD`.
## `adults` (type: `integer`):

Guests for dated pricing.
## `children` (type: `integer`):

Children for dated pricing.
## `rooms` (type: `integer`):

Number of rooms for dated pricing.
## `sort` (type: `string`):

Order of search results. (Booking occasionally returns fewer results for the combined star+price sorts.)
## `priceMin` (type: `integer`):

Lowest per-night price to include.
## `priceMax` (type: `integer`):

Highest per-night price to include.
## `minReviewScore` (type: `string`):

Keep only hotels at or above this Booking.com guest score.
## `stars` (type: `array`):

Official hotel star class. Multi-select.
## `mealPlan` (type: `array`):

Board basis. Multi-select.
## `facilities` (type: `array`):

Required property facilities. Multi-select - pick by name, no IDs to look up.
## `freeCancellation` (type: `boolean`):

Keep only hotels offering a free-cancellation rate.
## `sustainable` (type: `boolean`):

Keep only properties flagged as sustainable by Booking.com.

## Actor input object example

```json
{
  "location": "Paris",
  "startUrls": [
    "https://www.booking.com/hotel/fr/le-bristol-paris.html"
  ],
  "maxResults": 20,
  "includeDetails": false,
  "currency": "USD",
  "adults": 2,
  "children": 0,
  "rooms": 1,
  "sort": "popularity",
  "minReviewScore": "",
  "stars": [],
  "mealPlan": [],
  "facilities": [],
  "freeCancellation": false,
  "sustainable": false
}
````

# Actor output Schema

## `dataset` (type: `string`):

The default dataset. Each row carries one hotel search result or detail, discriminated by row\_type, with common fields flattened to top-level columns and the full payload under `data`. Use the Overview / Hotels / Details tabs to view per-type tables.

## `summary` (type: `string`):

A single JSON object written to the default key-value store under the OUTPUT key. Contains hotel\_results, hotel\_details, errors, total\_rows, estimated\_cost\_usd, limit\_reached, and actor\_version.

# 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 = {
    "location": "Paris",
    "startUrls": [
        "https://www.booking.com/hotel/fr/le-bristol-paris.html"
    ],
    "maxResults": 20
};

// Run the Actor and wait for it to finish
const run = await client.actor("jdtpnjtp/booking-hotels-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 = {
    "location": "Paris",
    "startUrls": ["https://www.booking.com/hotel/fr/le-bristol-paris.html"],
    "maxResults": 20,
}

# Run the Actor and wait for it to finish
run = client.actor("jdtpnjtp/booking-hotels-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 '{
  "location": "Paris",
  "startUrls": [
    "https://www.booking.com/hotel/fr/le-bristol-paris.html"
  ],
  "maxResults": 20
}' |
apify call jdtpnjtp/booking-hotels-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Booking Hotels Scraper - Search, Prices & Details",
        "description": "Scrape Booking.com hotels for any destination: live prices, ratings, reviews count, location, facilities and full detail pages. Real-time data, all filters, optional detail enrichment. Pay only per result - no subscription.",
        "version": "1.0",
        "x-build-id": "u5e8B8YilBpOG72d8"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/jdtpnjtp~booking-hotels-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-jdtpnjtp-booking-hotels-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/jdtpnjtp~booking-hotels-scraper/runs": {
            "post": {
                "operationId": "runs-sync-jdtpnjtp-booking-hotels-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/jdtpnjtp~booking-hotels-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-jdtpnjtp-booking-hotels-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                    "location": {
                        "title": "Destination (search a whole city/area)",
                        "type": "string",
                        "description": "Search an entire destination. Accepts a **city/area name** (`Paris`), a **Booking.com dest_id** (numeric), or a full **Booking.com search URL** - the actor resolves it automatically. Optional if you provide Start URLs below."
                    },
                    "startUrls": {
                        "title": "Start URLs (specific Booking.com hotel pages)",
                        "uniqueItems": true,
                        "type": "array",
                        "description": "Paste specific Booking.com hotel URLs to fetch their full detail directly - each is parsed into one detail row (charged as a detail event), independent of the destination search below.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "maxResults": {
                        "title": "Max hotels (destination search)",
                        "minimum": 1,
                        "maximum": 1000,
                        "type": "integer",
                        "description": "Upper bound on hotels pulled for the destination search. 20 = quick sample, 100 = solid dataset. The actor paginates Booking.com (up to 100/page) under the hood to reach this number.",
                        "default": 50
                    },
                    "includeDetails": {
                        "title": "Also fetch full detail for each hotel",
                        "type": "boolean",
                        "description": "When on, every hotel search result is enriched with a second call that pulls its full detail page (complete facility list, description, check-in/out times, more photos). **This adds a `hotel-details` charge per hotel on top of the search-result event.** Leave off for a fast, cheap listing-only run.",
                        "default": false
                    },
                    "currency": {
                        "title": "Currency",
                        "type": "string",
                        "description": "Currency for prices. Pick from the list or type any 3-letter ISO 4217 code.",
                        "default": "USD"
                    },
                    "checkIn": {
                        "title": "Check-in date",
                        "pattern": "^(\\d{4})-(0[1-9]|1[0-2])-(0[1-9]|[12]\\d|3[01])$|^(\\d+)\\s*(day|week|month|year)s?$",
                        "type": "string",
                        "description": "Optional. When both check-in and check-out are set, results carry real dated prices. Format `YYYY-MM-DD`."
                    },
                    "checkOut": {
                        "title": "Check-out date",
                        "pattern": "^(\\d{4})-(0[1-9]|1[0-2])-(0[1-9]|[12]\\d|3[01])$|^(\\d+)\\s*(day|week|month|year)s?$",
                        "type": "string",
                        "description": "Optional. Pair with check-in for dated prices. Format `YYYY-MM-DD`."
                    },
                    "adults": {
                        "title": "Adults",
                        "minimum": 1,
                        "maximum": 30,
                        "type": "integer",
                        "description": "Guests for dated pricing.",
                        "default": 2
                    },
                    "children": {
                        "title": "Children",
                        "minimum": 0,
                        "maximum": 10,
                        "type": "integer",
                        "description": "Children for dated pricing.",
                        "default": 0
                    },
                    "rooms": {
                        "title": "Rooms",
                        "minimum": 1,
                        "maximum": 30,
                        "type": "integer",
                        "description": "Number of rooms for dated pricing.",
                        "default": 1
                    },
                    "sort": {
                        "title": "Sort hotels by",
                        "enum": [
                            "popularity",
                            "price",
                            "price_low",
                            "review_score",
                            "review_and_price",
                            "stars",
                            "stars_asc",
                            "distance"
                        ],
                        "type": "string",
                        "description": "Order of search results. (Booking occasionally returns fewer results for the combined star+price sorts.)",
                        "default": "popularity"
                    },
                    "priceMin": {
                        "title": "Min price (per night)",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Lowest per-night price to include."
                    },
                    "priceMax": {
                        "title": "Max price (per night)",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Highest per-night price to include."
                    },
                    "minReviewScore": {
                        "title": "Minimum guest score",
                        "enum": [
                            "",
                            "7",
                            "8",
                            "9"
                        ],
                        "type": "string",
                        "description": "Keep only hotels at or above this Booking.com guest score.",
                        "default": ""
                    },
                    "stars": {
                        "title": "Star class",
                        "uniqueItems": true,
                        "type": "array",
                        "description": "Official hotel star class. Multi-select.",
                        "items": {
                            "type": "string",
                            "enum": [
                                "1",
                                "2",
                                "3",
                                "4",
                                "5"
                            ],
                            "enumTitles": [
                                "★ 1 Star",
                                "★★ 2 Star",
                                "★★★ 3 Star",
                                "★★★★ 4 Star",
                                "★★★★★ 5 Star"
                            ]
                        },
                        "default": []
                    },
                    "mealPlan": {
                        "title": "Meal plan",
                        "uniqueItems": true,
                        "type": "array",
                        "description": "Board basis. Multi-select.",
                        "items": {
                            "type": "string",
                            "enum": [
                                "breakfast",
                                "half_board",
                                "all_inclusive"
                            ],
                            "enumTitles": [
                                "Breakfast included",
                                "Half board",
                                "All inclusive"
                            ]
                        },
                        "default": []
                    },
                    "facilities": {
                        "title": "Facilities",
                        "uniqueItems": true,
                        "type": "array",
                        "description": "Required property facilities. Multi-select - pick by name, no IDs to look up.",
                        "items": {
                            "type": "string",
                            "enum": [
                                "free_wifi",
                                "parking",
                                "swimming_pool",
                                "spa",
                                "fitness_center",
                                "airport_shuttle",
                                "restaurant",
                                "non_smoking_rooms",
                                "front_desk_24h",
                                "hot_tub",
                                "ev_charging",
                                "wheelchair_accessible",
                                "room_service"
                            ],
                            "enumTitles": [
                                "Free WiFi",
                                "Parking",
                                "Swimming pool",
                                "Spa",
                                "Fitness center",
                                "Airport shuttle",
                                "Restaurant",
                                "Non-smoking rooms",
                                "24h front desk",
                                "Hot tub",
                                "EV charging",
                                "Wheelchair accessible",
                                "Room service"
                            ]
                        },
                        "default": []
                    },
                    "freeCancellation": {
                        "title": "Free cancellation only",
                        "type": "boolean",
                        "description": "Keep only hotels offering a free-cancellation rate.",
                        "default": false
                    },
                    "sustainable": {
                        "title": "Sustainable travel only",
                        "type": "boolean",
                        "description": "Keep only properties flagged as sustainable by Booking.com.",
                        "default": 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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
