# LeBonCoin.fr Scraper — Classifieds Ads & Price Data (`apikiy/leboncoin-scraper`) Actor

Configuration for scraping LeBonCoin.fr classifieds ads. ⚠️ REQUIRES RESIDENTIAL PROXY to bypass anti-bot protection.

- **URL**: https://apify.com/apikiy/leboncoin-scraper.md
- **Developed by:** [Julien ApiKiy](https://apify.com/apikiy) (community)
- **Categories:** E-commerce
- **Stats:** 1 total users, 0 monthly users, 0.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.00 / 1,000 results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

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

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

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

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

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

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

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

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

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

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).


# README

## LeBonCoin.fr Scraper — Extract French Classifieds Ads

> 🇫🇷 Scrape **LeBonCoin.fr** — France's #1 classifieds platform — with Playwright. Extract ads from all categories including real estate, vehicles, jobs, electronics, and more.

[![Powered by Apify](https://img.shields.io/badge/Powered%20by-Apify-FF6C37?style=flat-square)](https://apify.com)
[![Crawlee](https://img.shields.io/badge/Built%20with-Crawlee-FFE066?style=flat-square)](https://crawlee.dev)

---

### 🚀 Features

- **All 15 categories**: Real estate (sales & rentals), vehicles, jobs, electronics, home & garden, fashion, services, animals, and more
- **Smart SPA handling**: PlaywrightCrawler with Chromium to render LeBonCoin's React frontend
- **Anti-detection**: User-Agent rotation, random delays, session pool management, proxy support
- **Rich data extraction**: Title, price, location, description, seller, date, images, and custom attributes (surface, rooms, brand, etc.)
- **Geographic filtering**: Search by city or department across all of France
- **Price range filtering**: Set minimum and maximum price thresholds
- **Pagination**: Automatically follows "Next page" to scrape all results
- **Proxy support**: Built-in Apify proxy integration with residential proxies
- **Configurable concurrency**: Control browser instances (1–10) for speed vs. stealth

### 📋 Use Cases

| Use Case | Description |
|----------|-------------|
| **Real estate market analysis** | Track prices, inventory, and trends across French cities |
| **Vehicle price monitoring** | Compare car/motorcycle prices across listings |
| **Job market intelligence** | Monitor job postings, salaries, and employer demand |
| **Competitor pricing** | Track competitor product prices on LeBonCoin |
| **Lead generation** | Collect seller contact information for B2B outreach |
| **Market research** | Analyze supply and demand across French regions |

### 📊 Output Format

Each scraped ad is pushed as a JSON object to the Apify dataset:

```json
{
    "id": "1234567890",
    "title": "Appartement T2 - Paris 11ème, rénové",
    "price": 250000,
    "location": "Paris 11ème (75011)",
    "url": "https://www.leboncoin.fr/ad/paris/1234567890/",
    "description": "Bel appartement T2 entièrement rénové, lumineux, proche métro Voltaire.",
    "seller": "Agence ABC Immo",
    "date": "2025-03-15",
    "images": [
        "https://img.leboncoin.fr/img1.jpg",
        "https://img.leboncoin.fr/img2.jpg"
    ],
    "attributes": [
        { "key": "Surface", "value": "55 m²" },
        { "key": "Pièces", "value": "3" },
        { "key": "Étage", "value": "4ème" }
    ],
    "category": "immobilier",
    "scrapedAt": "2025-03-15T10:30:00.000Z"
}
````

### 💰 Pricing

Pay-per-use, no monthly fees:

| | Price |
|---|---|
| **Actor start** | $0.01 |
| **Per result** | $0.001 |

> 💡 Example: A run returning 500 results costs **$0.51** total ($0.01 start + 500 × $0.001).

### 🛠 Usage

#### Option 1: Apify Console (Recommended)

1. Go to [apify.com](https://apify.com) → Actors → Find "LeBonCoin.fr Scraper"
2. Click "Run" → Fill in the input parameters
3. View results in the "Output" tab

#### Option 2: Node.js

```javascript
import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: 'YOUR_API_TOKEN' });

const run = await client.actor('your-username/leboncoin-scraper').call({
    searchTerms: ['appartement'],
    categories: [10],          // Immobilier (ventes)
    locations: ['Paris'],
    minPrice: 200000,
    maxPrice: 500000,
    maxPages: 3,
    sortBy: 'time',
    useProxy: true,
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(`Scraped ${items.length} ads`);
items.forEach((ad) => {
    console.log(`${ad.title} — ${ad.price} € — ${ad.location}`);
});
```

#### Option 3: Python

```python
from apify_client import ApifyClient

client = ApifyClient("YOUR_API_TOKEN")

run = client.actor("your-username/leboncoin-scraper").call(
    run_input={
        "searchTerms": ["voiture"],
        "categories": [2],         # Véhicules
        "locations": ["Lyon"],
        "maxPages": 5,
        "useProxy": True,
    }
)

for item in client.dataset(run["defaultDatasetId"]).list_items()["items"]:
    print(f"{item['title']} — {item['price']} € — {item['location']}")
```

#### Option 4: cURL (API)

```bash
curl -X POST "https://api.apify.com/v2/acts/your-username~leboncoin-scraper/runs?token=YOUR_API_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "searchTerms": ["vélo"],
    "categories": [15],
    "locations": ["Marseille"],
    "maxPages": 2,
    "useProxy": false
  }'

## Get results
curl "https://api.apify.com/v2/datasets/YOUR_DATASET_ID/items?token=YOUR_API_TOKEN&format=json"
```

### ⚙️ Input Parameters

| Parameter | Type | Default | Description |
|-----------|------|---------|-------------|
| `searchTerms` | `string[]` | `[]` | Keywords to search (e.g. `["appartement", "T2"]`) |
| `categories` | `number[]` | `[]` | Category IDs (empty = all 15 categories) |
| `locations` | `string[]` | `[]` | City or department names (e.g. `["Paris", "Bouches-du-Rhône"]`) |
| `minPrice` | `number` | `null` | Minimum price in euros |
| `maxPrice` | `number` | `null` | Maximum price in euros |
| `maxPages` | `number` | `5` | Max pages to scrape per query (1–200) |
| `sortBy` | `string` | `"time"` | Sort: `time`, `price`, or `relevance` |
| `minDatePublished` | `string` | `null` | ISO date filter — only ads published after this date |
| `maxConcurrentBrowsers` | `number` | `3` | Parallel browser instances (1–10) |
| `useProxy` | `boolean` | `false` | Enable Apify proxy (recommended for bulk scraping) |
| `maxRetries` | `number` | `3` | Retries for failed requests (0–10) |
| `requestDelaySeconds` | `number` | `2` | Delay between requests (0–60s) |

#### Category IDs

| ID | Category |
|----|----------|
| 10 | Immobilier (ventes) |
| 9 | Immobilier (locations) |
| 2 | Véhicules |
| 1 | Offres d'emploi |
| 15 | Ventes diverses |
| 16 | Électroménager |
| 17 | Informatique |
| 6 | Multimédia |
| 26 | Maison |
| 7 | Loisirs |
| 20 | Habillement |
| 19 | Services |
| 13 | Animaux |
| 8 | Événements |
| 27 | Matériaux de construction |

### ⚠️ Error Handling

| Error | Cause | Solution |
|-------|-------|----------|
| `Blocked by anti-bot` | LeBonCoin detected automated access | Enable proxy (`useProxy: true`), increase `requestDelaySeconds` |
| `Ad containers not found` | Page didn't load in time or selectors changed | Increase `maxRetries`, check for site updates |
| `Navigation timeout` | Slow page load | Increase `maxConcurrentBrowsers` timeout, reduce concurrency |
| `Empty results` | Search has no matches | Try different keywords or broader category |
| `Session retired` | Too many requests from one session | Automatic — crawler rotates sessions automatically |

#### Anti-Detection Tips

1. **Always use residential proxies** for large-scale scraping (100+ pages)
2. **Set request delay to 3-5 seconds** minimum
3. **Keep concurrent browsers ≤ 3** for stealth
4. **Run during off-peak hours** (2am-6am CET) for best results
5. **Rotate search terms** — don't scrape the same query repeatedly

### 🏗 Technical Architecture

```
PlaywrightCrawler (Chromium)
├── Session Pool (100 sessions, 30min max age)
├── Request Queue (all search URLs)
├── Per-Request Handler
│   ├── page.goto() with waitUntil: domcontentloaded
│   ├── page.waitForSelector() for SPA content
│   ├── page.evaluate(extractAdsFromPage) — DOM extraction
│   ├── normalizeAd() — clean and structure data
│   └── Actor.pushData() — save to dataset
└── Proxy Configuration (optional residential)
```

### 📦 Dependencies

- **[Crawlee](https://crawlee.dev)** — Web scraping framework with PlaywrightCrawler
- **[Apify SDK](https://sdk.apify.com)** — Actor runtime, storage, and proxy
- **[Playwright](https://playwright.dev)** — Browser automation for SPA rendering

### 📄 License

ISC

### 🤝 Contributing

Contributions welcome! Please open an issue or PR on GitHub.

# Actor input Schema

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

Keywords to search for on LeBonCoin. Leave empty for category browsing.

## `categories` (type: `array`):

LeBonCoin category IDs to scrape. Leave empty for all categories.

## `locations` (type: `array`):

Geographic filter — city names or department names (e.g. 'Paris', 'Bouches-du-Rhône').

## `minPrice` (type: `number`):

Minimum price filter in euros.

## `maxPrice` (type: `number`):

Maximum price filter in euros.

## `maxPages` (type: `number`):

Maximum number of search result pages to scrape per query.

## `sortBy` (type: `string`):

How to sort results.

## `minDatePublished` (type: `string`):

Only include ads published after this date (ISO 8601 format, e.g. '2025-01-01').

## `maxConcurrentBrowsers` (type: `number`):

Maximum number of browser instances running in parallel. Higher = faster but more resource-intensive.

## `useProxy` (type: `boolean`):

Enable proxy for reliable scraping. This site requires a RESIDENTIAL proxy group to work properly. Configure your Apify proxy settings at https://console.apify.com/proxy

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

Proxy configuration. REQUIRES RESIDENTIAL proxy group for this site. Go to https://console.apify.com/proxy to activate proxy.

## `maxRetries` (type: `number`):

Maximum number of retries for failed requests.

## `requestDelaySeconds` (type: `number`):

Minimum delay between requests in seconds. Helps avoid rate limiting.

## `proxyInfo` (type: `string`):

This actor requires a RESIDENTIAL proxy to work. Reason: LeBonCoin uses Cloudflare anti-bot protection. Without proxy, requests will be blocked (403). Enable proxy in your Apify account: https://console.apify.com/proxy

## Actor input object example

```json
{
  "searchTerms": [],
  "categories": [],
  "locations": [],
  "minPrice": 0,
  "maxPrice": 0,
  "maxPages": 5,
  "sortBy": "time",
  "minDatePublished": "",
  "maxConcurrentBrowsers": 3,
  "useProxy": false,
  "proxyConfiguration": {
    "useApifyProxy": false
  },
  "maxRetries": 3,
  "requestDelaySeconds": 2,
  "proxyInfo": ""
}
```

# Actor output Schema

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

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {};

// Run the Actor and wait for it to finish
const run = await client.actor("apikiy/leboncoin-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 = {}

# Run the Actor and wait for it to finish
run = client.actor("apikiy/leboncoin-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 '{}' |
apify call apikiy/leboncoin-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "LeBonCoin.fr Scraper — Classifieds Ads & Price Data",
        "description": "Configuration for scraping LeBonCoin.fr classifieds ads. ⚠️ REQUIRES RESIDENTIAL PROXY to bypass anti-bot protection.",
        "version": "0.1",
        "x-build-id": "AoZbVgLoXmZG0CZOf"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/apikiy~leboncoin-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-apikiy-leboncoin-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/apikiy~leboncoin-scraper/runs": {
            "post": {
                "operationId": "runs-sync-apikiy-leboncoin-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/apikiy~leboncoin-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-apikiy-leboncoin-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                    "searchTerms": {
                        "title": "Search Terms",
                        "type": "array",
                        "description": "Keywords to search for on LeBonCoin. Leave empty for category browsing.",
                        "items": {
                            "type": "string"
                        },
                        "default": []
                    },
                    "categories": {
                        "title": "Categories",
                        "type": "array",
                        "description": "LeBonCoin category IDs to scrape. Leave empty for all categories.",
                        "items": {
                            "type": "string"
                        },
                        "default": []
                    },
                    "locations": {
                        "title": "Locations",
                        "type": "array",
                        "description": "Geographic filter — city names or department names (e.g. 'Paris', 'Bouches-du-Rhône').",
                        "items": {
                            "type": "string"
                        },
                        "default": []
                    },
                    "minPrice": {
                        "title": "Min Price (€)",
                        "minimum": 0,
                        "type": "number",
                        "description": "Minimum price filter in euros.",
                        "default": 0
                    },
                    "maxPrice": {
                        "title": "Max Price (€)",
                        "minimum": 0,
                        "type": "number",
                        "description": "Maximum price filter in euros.",
                        "default": 0
                    },
                    "maxPages": {
                        "title": "Max Pages",
                        "minimum": 1,
                        "maximum": 200,
                        "type": "number",
                        "description": "Maximum number of search result pages to scrape per query.",
                        "default": 5
                    },
                    "sortBy": {
                        "title": "Sort By",
                        "type": "string",
                        "description": "How to sort results.",
                        "default": "time"
                    },
                    "minDatePublished": {
                        "title": "Min Date Published",
                        "type": "string",
                        "description": "Only include ads published after this date (ISO 8601 format, e.g. '2025-01-01').",
                        "default": ""
                    },
                    "maxConcurrentBrowsers": {
                        "title": "Max Concurrent Browsers",
                        "minimum": 1,
                        "maximum": 10,
                        "type": "number",
                        "description": "Maximum number of browser instances running in parallel. Higher = faster but more resource-intensive.",
                        "default": 3
                    },
                    "useProxy": {
                        "title": "Use Proxy (RECOMMENDED)",
                        "type": "boolean",
                        "description": "Enable proxy for reliable scraping. This site requires a RESIDENTIAL proxy group to work properly. Configure your Apify proxy settings at https://console.apify.com/proxy",
                        "default": false
                    },
                    "proxyConfiguration": {
                        "title": "Proxy Configuration",
                        "type": "object",
                        "description": "Proxy configuration. REQUIRES RESIDENTIAL proxy group for this site. Go to https://console.apify.com/proxy to activate proxy.",
                        "properties": {
                            "apifyProxyGroups": {
                                "title": "Proxy Groups",
                                "description": "Apify proxy groups to use (e.g. ['RESIDENTIAL']).",
                                "type": "array",
                                "items": {
                                    "type": "string"
                                },
                                "default": [
                                    "RESIDENTIAL"
                                ]
                            },
                            "apifyProxyCountry": {
                                "title": "Proxy Country",
                                "description": "Force proxy country (ISO code).",
                                "type": "string",
                                "default": "FR"
                            }
                        },
                        "default": {
                            "useApifyProxy": false
                        }
                    },
                    "maxRetries": {
                        "title": "Max Retries",
                        "minimum": 0,
                        "maximum": 10,
                        "type": "number",
                        "description": "Maximum number of retries for failed requests.",
                        "default": 3
                    },
                    "requestDelaySeconds": {
                        "title": "Request Delay (seconds)",
                        "minimum": 0,
                        "maximum": 60,
                        "type": "number",
                        "description": "Minimum delay between requests in seconds. Helps avoid rate limiting.",
                        "default": 2
                    },
                    "proxyInfo": {
                        "title": "ℹ️ Proxy Information",
                        "type": "string",
                        "description": "This actor requires a RESIDENTIAL proxy to work. Reason: LeBonCoin uses Cloudflare anti-bot protection. Without proxy, requests will be blocked (403). Enable proxy in your Apify account: https://console.apify.com/proxy",
                        "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```