# Lemmy Scraper: Posts, Comments, Communities & Users (`perconey/lemmy-scraper`) Actor

Scrape any Lemmy instance (lemmy.world, lemmy.ml, beehaw.org and other Lemmyverse nodes) via the official /api/v3/\* REST API. Posts with upvote/downvote counts, comment trees, communities with subscriber counts, user profiles, full-text search. No auth, no proxies. Pay per result.

- **URL**: https://apify.com/perconey/lemmy-scraper.md
- **Developed by:** [Perconey](https://apify.com/perconey) (community)
- **Categories:** Social media, Developer tools, News
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

$1.00 / 1,000 result items

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

### What does Lemmy Scraper do?

**Lemmy Scraper** pulls structured data from any [Lemmy](https://join-lemmy.org/) instance via the **official `/api/v3/*` REST API**. Posts with **upvote AND downvote counts** (unlike Reddit or HN, Lemmy exposes both), full comment trees, communities with subscriber and activity counts, user profiles, full-text search. The actor calls the documented public API directly - no browser, no proxies, no cookies, no anti-bot fight. One actor works with **every Lemmy-protocol server** in the Lemmyverse: lemmy.world, lemmy.ml, beehaw.org, sh.itjust.works, lemm.ee, feddit.org, programming.dev, and hundreds more.

Try it instantly: pick **getPosts**, leave instance as `https://lemmy.world`, click Start. You get the current Hot feed (30 posts) with creator, community, score, upvote/downvote, comment count in under 5 seconds for $0.03.

### Why use Lemmy Scraper?

- **Federation researchers**: Compare community dynamics across instances. The same `technology` community name exists on multiple instances with different culture, content, and activity.
- **Trend analysts**: Both upvotes AND downvotes are exposed. Compute controversy ratios that platforms like HN and Reddit hide.
- **Community managers**: Track mentions of your project across federated Lemmy. Schedule daily `searchPosts` runs with your product name.
- **OSS maintainers**: Lemmy's user base is heavily developer-skewed. `getCommunityPosts` for `programming@programming.dev`, `linuxmemes@lemmy.world`, `selfhosted@lemmy.world` is a free signal on what dev tools are getting attention.
- **Academic researchers**: Lemmy is a federated decentralized social network on ActivityPub - rich material for network science studies. Per-instance counts via `getSiteInfo` give you the federation graph.
- **Reddit refugees / content migrators**: Identify Lemmy communities that mirror Reddit subreddits you care about. Move your subscription pattern to the Lemmyverse.

### How to use Lemmy Scraper

1. Open the **Input** tab.
2. Pick an **action** from the dropdown. `getPosts` is the simplest starting point.
3. Set **instance** (default `https://lemmy.world`). To scrape a different server, paste its URL.
4. For community/user/post/search actions, fill **queries** (one entry per line). For getPosts / listCommunities / getSiteInfo, leave queries empty.
5. Tune **sort** (Hot / New / Active / TopWeek / TopAll / etc), **maxItems**, and `searchType` if using searchPosts.
6. Toggle `includeComments` for getPostDetail or `includeSubmissions` for getUserProfile to get the deep dive.
7. Click **Start**.

#### Query format by action

Action | Query format
--- | ---
getSiteInfo | leave empty (uses the instance field)
getPosts | leave empty
listCommunities | leave empty
getCommunityDetail | `technology` or `technology@lemmy.world` or `https://lemmy.world/c/technology`
getCommunityPosts | same as getCommunityDetail
getUserProfile | `nutomic` or `nutomic@lemmy.ml` (auto-routes to user's home instance)
getPostDetail | post id (e.g. `1`) or full URL (e.g. `https://lemmy.world/post/1234`)
searchPosts | free-text search query

### Input

Field | Required | Description
--- | --- | ---
`action` | yes | Which API call to make. Eight options.
`instance` | yes | Lemmy instance URL. Default https://lemmy.world.
`queries` | sometimes | Required for community/user/post/search actions. Empty for site-info / posts feed / list-communities.
`maxItems` | no | Max items per query. Default 30.
`sort` | no | Hot / Active / New / TopDay / TopWeek / TopMonth / TopYear / TopAll / MostComments / NewComments. Default Hot.
`searchType` | no | searchPosts only: Posts / Comments / Communities / Users / All. Default Posts.
`includeComments` | no | getPostDetail only: also walk the comment tree.
`includeSubmissions` | no | getUserProfile only: also fetch recent posts and comments by the user.
`token` | no | Lemmy JWT for actions an instance restricts to logged-in users (rare).

### Output

Every item carries `_type` (`post` / `comment` / `community` / `user` / `site` / `error`) plus `_action` and `_instance` for filtering.

```json
{
    "_type": "post",
    "_action": "getPosts",
    "_instance": "https://lemmy.world",
    "id": 9876543,
    "name": "Rust 1.85 released - 2024 edition stable",
    "url": "https://blog.rust-lang.org/...",
    "body": "...",
    "creator_id": 12345,
    "community_id": 678,
    "published": "2026-05-12T10:30:00.000Z",
    "nsfw": false,
    "score": 542,
    "upvotes": 569,
    "downvotes": 27,
    "comments": 89,
    "post_url": "https://lemmy.world/post/9876543",
    "creator": { "id": 12345, "name": "rustacean", "actor_id": "https://lemmy.world/u/rustacean" },
    "community": { "id": 678, "name": "rust", "title": "Rust", "actor_id": "https://lemmy.world/c/rust" }
}
````

You can download the dataset in JSON, CSV, XML, Excel, RSS or HTML format from the Output tab.

### Data fields

Type | Key fields
\--- | ---
`post` | id, name (title), url, body, score, upvotes, downvotes, comments, published, nsfw, locked, post\_url, creator, community
`comment` | id, post\_id, content, path, score, upvotes, downvotes, child\_count, published, creator, community
`community` | id, name, title, description, subscribers, posts, comments, users\_active\_day/week/month/half\_year, icon, banner, actor\_id, nsfw
`user` | id, name, display\_name, bio, avatar, banner, post\_count, post\_score, comment\_count, comment\_score, banned, published
`site` | name, description, users, posts, comments, communities, users\_active\_day/month, admins (array), version, federated\_instances count

### Pricing

**Pay-per-result: $0.001 per item.** No flat monthly fee.

Cost examples:

- Daily Hot feed (30 posts): **$0.03**
- 1,000 posts from `technology@lemmy.world` for content research: **$1.00**
- 100 user profiles with submissions (~4000 items): **$4.00**
- Full comment tree of a 500-comment thread: **$0.50**

### Tips

- **Cross-instance routing is automatic for users and communities.** If you write `nutomic@lemmy.ml`, the actor queries lemmy.ml's API (not the default instance), because that's where nutomic's account record lives. Same for communities: `technology@lemmy.world` queries lemmy.world. This catches a common gotcha where Lemmy user records 404 when queried on the wrong instance.
- **Upvotes and downvotes are both exposed.** Compute `controversy = min(up, down) / max(up, down)` for finding heated threads.
- **Comment trees can be huge.** Use maxItems to cap the BFS walk. The actor stops as soon as the budget is reached.
- **searchPosts supports searchType: All** to search across posts + comments + communities + users in one call. The result mix is shaped as posts in the dataset (other types currently flattened the same way; filter by `_type`).
- **Federation aware**: post/community IDs are NOT portable across instances. ID 1234 on lemmy.world is a different post than ID 1234 on lemmy.ml. Always pass full URLs to `getPostDetail` so the actor extracts the correct (instance, id) pair.

### FAQ, disclaimers, support

**Is this legal?** The actor calls each Lemmy instance's official public REST API with documented endpoints. Public read access is the design intent of the AGPL-licensed Lemmy software. We send a clear User-Agent identifying the actor and honor rate-limit / Retry-After headers.

**Does it work with Mbin / kbin?** Mbin (kbin's active fork) is an alternative Threadiverse server that mostly speaks the same Lemmy API. Most actions should work; trending or community-specific endpoints may differ. Open an Issue if you hit one.

**Why is getUserProfile failing for a user?** Lemmy user records live on the user's HOME instance. If you queried `nutomic` against `lemmy.world`, the actor returns a friendly hint to retry as `nutomic@lemmy.ml`. The actor auto-routes when you include the home-instance suffix.

**Will I get rate-limited?** Lemmy's per-IP rate limits are generous for read-only traffic and the actor backs off on 429 / Retry-After. For very heavy scraping consider donating to the instance you're hitting most.

**Bug or feature request?** Open an Issue on the actor's Issues tab. I usually respond within a day.

**Need a scraper for Mastodon, Bluesky, Stack Overflow, Hacker News?** See my other actors at https://apify.com/perconey, or open an Issue for a federated platform you need.

# Actor input Schema

## `action` (type: `string`):

Pick the type of data. getSiteInfo / getPosts / listCommunities need no queries. The others require at least one entry in queries.

## `instance` (type: `string`):

Which Lemmy-protocol server to query. Default https://lemmy.world. Other major instances: https://lemmy.ml, https://beehaw.org, https://sh.itjust.works, https://lemm.ee, https://feddit.org. For getCommunityDetail / getCommunityPosts / getUserProfile, paste the username or community with its home instance (e.g. nutomic@lemmy.ml) and the actor routes the call automatically.

## `queries` (type: `array`):

Depends on action. getSiteInfo / getPosts / listCommunities: leave empty. getCommunityDetail / getCommunityPosts: community name (e.g. 'technology' or 'technology@lemmy.world' or full URL). getUserProfile: username (e.g. 'nutomic' or 'nutomic@lemmy.ml'). getPostDetail: numeric post id or full URL (https://lemmy.world/post/...). searchPosts: free text.

## `maxItems` (type: `integer`):

Stop after this many items per query. For getPostDetail+includeComments and getUserProfile+includeSubmissions this caps the secondary fetch.

## `sort` (type: `string`):

Sort key for list/feed/search actions. Valid: Hot, Active, New, Old, TopDay, TopWeek, TopMonth, TopYear, TopAll, MostComments, NewComments. Default Hot for posts, TopAll for communities.

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

What to search for. Posts is the default. All searches across posts + comments + communities + users in one call.

## `includeComments` (type: `boolean`):

Walk the post's comment tree. Each comment counts as one more result-item, capped by maxItems.

## `includeSubmissions` (type: `boolean`):

After the user profile, also fetch their recent posts and comments. Each counts toward maxItems.

## `token` (type: `string`):

Lemmy session JWT. Only needed for actions that the instance restricts to logged-in users (some lock followers/saved). Almost all public reads work anonymously.

## Actor input object example

```json
{
  "action": "getPosts",
  "instance": "https://lemmy.world",
  "queries": [],
  "maxItems": 30,
  "sort": "Hot",
  "searchType": "Posts",
  "includeComments": false,
  "includeSubmissions": false
}
```

# Actor output Schema

## `dataset` (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 = {
    "instance": "https://lemmy.world",
    "queries": []
};

// Run the Actor and wait for it to finish
const run = await client.actor("perconey/lemmy-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 = {
    "instance": "https://lemmy.world",
    "queries": [],
}

# Run the Actor and wait for it to finish
run = client.actor("perconey/lemmy-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 '{
  "instance": "https://lemmy.world",
  "queries": []
}' |
apify call perconey/lemmy-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Lemmy Scraper: Posts, Comments, Communities & Users",
        "description": "Scrape any Lemmy instance (lemmy.world, lemmy.ml, beehaw.org and other Lemmyverse nodes) via the official /api/v3/* REST API. Posts with upvote/downvote counts, comment trees, communities with subscriber counts, user profiles, full-text search. No auth, no proxies. Pay per result.",
        "version": "0.1",
        "x-build-id": "AuIrMhlWyUxabaL23"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/perconey~lemmy-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-perconey-lemmy-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/perconey~lemmy-scraper/runs": {
            "post": {
                "operationId": "runs-sync-perconey-lemmy-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/perconey~lemmy-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-perconey-lemmy-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "required": [
                    "action",
                    "instance"
                ],
                "properties": {
                    "action": {
                        "title": "What do you want to scrape?",
                        "enum": [
                            "getPosts",
                            "getSiteInfo",
                            "listCommunities",
                            "getCommunityDetail",
                            "getCommunityPosts",
                            "getPostDetail",
                            "getUserProfile",
                            "searchPosts"
                        ],
                        "type": "string",
                        "description": "Pick the type of data. getSiteInfo / getPosts / listCommunities need no queries. The others require at least one entry in queries.",
                        "default": "getPosts"
                    },
                    "instance": {
                        "title": "Lemmy instance",
                        "type": "string",
                        "description": "Which Lemmy-protocol server to query. Default https://lemmy.world. Other major instances: https://lemmy.ml, https://beehaw.org, https://sh.itjust.works, https://lemm.ee, https://feddit.org. For getCommunityDetail / getCommunityPosts / getUserProfile, paste the username or community with its home instance (e.g. nutomic@lemmy.ml) and the actor routes the call automatically.",
                        "default": "https://lemmy.world"
                    },
                    "queries": {
                        "title": "Queries",
                        "type": "array",
                        "description": "Depends on action. getSiteInfo / getPosts / listCommunities: leave empty. getCommunityDetail / getCommunityPosts: community name (e.g. 'technology' or 'technology@lemmy.world' or full URL). getUserProfile: username (e.g. 'nutomic' or 'nutomic@lemmy.ml'). getPostDetail: numeric post id or full URL (https://lemmy.world/post/...). searchPosts: free text.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "maxItems": {
                        "title": "Max items per query",
                        "minimum": 0,
                        "maximum": 100000,
                        "type": "integer",
                        "description": "Stop after this many items per query. For getPostDetail+includeComments and getUserProfile+includeSubmissions this caps the secondary fetch.",
                        "default": 30
                    },
                    "sort": {
                        "title": "Sort order",
                        "enum": [
                            "Hot",
                            "Active",
                            "New",
                            "Old",
                            "TopDay",
                            "TopWeek",
                            "TopMonth",
                            "TopYear",
                            "TopAll",
                            "MostComments",
                            "NewComments"
                        ],
                        "type": "string",
                        "description": "Sort key for list/feed/search actions. Valid: Hot, Active, New, Old, TopDay, TopWeek, TopMonth, TopYear, TopAll, MostComments, NewComments. Default Hot for posts, TopAll for communities.",
                        "default": "Hot"
                    },
                    "searchType": {
                        "title": "Search type (searchPosts only)",
                        "enum": [
                            "Posts",
                            "Comments",
                            "Communities",
                            "Users",
                            "All"
                        ],
                        "type": "string",
                        "description": "What to search for. Posts is the default. All searches across posts + comments + communities + users in one call.",
                        "default": "Posts"
                    },
                    "includeComments": {
                        "title": "Include comment tree (getPostDetail only)",
                        "type": "boolean",
                        "description": "Walk the post's comment tree. Each comment counts as one more result-item, capped by maxItems.",
                        "default": false
                    },
                    "includeSubmissions": {
                        "title": "Include recent posts/comments (getUserProfile only)",
                        "type": "boolean",
                        "description": "After the user profile, also fetch their recent posts and comments. Each counts toward maxItems.",
                        "default": false
                    },
                    "token": {
                        "title": "Lemmy JWT (optional)",
                        "type": "string",
                        "description": "Lemmy session JWT. Only needed for actions that the instance restricts to logged-in users (some lock followers/saved). Almost all public reads work anonymously."
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```