# Prediction Market Data Suite (Polymarket + Kalshi) (`ichigowa/prediction-market-data-suite`) Actor

Unified, normalized prediction-market data from Polymarket and Kalshi: market listings, live prices, orderbooks, recent trades and official resolutions in one cross-platform schema. No auth required.

- **URL**: https://apify.com/ichigowa/prediction-market-data-suite.md
- **Developed by:** [kyle herman](https://apify.com/ichigowa) (community)
- **Categories:** Business, News
- **Stats:** 2 total users, 0 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

Pay per event

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/docs.md):

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

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

## Prediction Market Data Suite — Polymarket API + Kalshi API in one unified schema

Normalized, cross-platform **prediction market data API**: market listings, live prices, orderbooks, recent trades and official resolutions from **Polymarket** and **Kalshi** — all in a single unified schema, with no API keys or authentication required.

Whether you need a **Polymarket scraper**, a **Kalshi API** client, or a combined **prediction market data api** for research, dashboards, arbitrage monitoring or model training, this actor gives you clean, comparable rows from both platforms:

- Prices always expressed as **probabilities in `[0, 1]`** (Kalshi's cent/dollar prices are normalized for you)
- Timestamps in **ISO-8601 UTC**
- One `market_id` convention per platform (Polymarket `conditionId`, Kalshi `ticker`)
- Pagination, retries with backoff, and rate-limit courtesy built in

### Modes

Set the `mode` input field:

| Mode | What it returns | Key inputs |
|---|---|---|
| `markets` *(default)* | Active/closed/settled market listings with current outcome prices | `platforms`, `status`, `keyword`, `maxResults` |
| `orderbook` | Bid/ask depth per market | `marketIds` |
| `trades` | Recent trades per market | `marketIds`, `limit` |
| `resolutions` | Settled markets with their official outcome | `platforms`, `keyword`, `maxResults` |

### Unified output schemas

#### `markets` / `resolutions` rows

| Field | Type | Notes |
|---|---|---|
| `platform` | string | `polymarket` or `kalshi` |
| `market_id` | string | Polymarket `conditionId` (`0x…`) or Kalshi `ticker` |
| `slug_or_ticker` | string | Polymarket slug / Kalshi ticker |
| `question` | string | Human-readable market question |
| `outcomes` | array | `[{name, price_prob}]`, `price_prob` ∈ [0, 1] |
| `volume_usd` | number | Polymarket USD volume; Kalshi contract volume (each contract settles at $1) |
| `liquidity_usd` | number \| null | `null` for Kalshi (not exposed by public API) |
| `status` | string | `active` \| `closed` \| `settled` |
| `close_time_utc` | string | ISO-8601 |
| `resolved_outcome` | string \| null | e.g. `Yes` / `No` / `Over` — only for settled markets |
| `url` | string | Public market page |
| `fetched_at` | string | ISO-8601 fetch timestamp |

Polymarket rows additionally carry `clob_token_ids` (use these for `orderbook` mode); Kalshi rows carry `event_ticker` and `open_interest`.

#### `orderbook` rows

| Field | Type | Notes |
|---|---|---|
| `platform`, `market_id` | string | CLOB token id (Polymarket) or ticker (Kalshi) |
| `side` | string | `bid` or `ask`, in **YES-probability space** |
| `price_prob` | number | [0, 1]. Kalshi NO bids are converted to YES asks at `1 − p` |
| `size` | number | Shares (Polymarket) / contracts (Kalshi) |
| `ts` | string | Book timestamp (ISO-8601) |

#### `trades` rows

| Field | Type | Notes |
|---|---|---|
| `platform`, `market_id` | string | conditionId (Polymarket) or ticker (Kalshi) |
| `side` | string | `buy`/`sell`. Kalshi normalized to YES-space: taker bought YES → `buy` |
| `outcome` | string | Traded outcome name |
| `price_prob` | number | [0, 1] |
| `size` | number | Shares / contracts |
| `taker` | string \| null | Polymarket proxy wallet; `null` on Kalshi (identity not public) |
| `ts` | string | ISO-8601 |
| `trade_id` | string | Tx hash (Polymarket) / trade id (Kalshi) |

### Example inputs

Top 200 active markets on both platforms (this is also the default `{}` input):

```json
{ "mode": "markets", "platforms": ["polymarket", "kalshi"], "status": "active", "maxResults": 200 }
````

Bitcoin-related markets only:

```json
{ "mode": "markets", "keyword": "bitcoin", "maxResults": 100 }
```

Orderbooks — mix Polymarket CLOB token ids and Kalshi tickers freely (auto-detected by format):

```json
{
  "mode": "orderbook",
  "marketIds": [
    "71062767620603017016963228301278360791423313061716076409359577603631031433339",
    "KXHIGHNY-26JUL22-T91"
  ]
}
```

Recent trades (Polymarket accepts `0x…` conditionIds or CLOB token ids):

```json
{ "mode": "trades", "marketIds": ["0xc0b7319f73f2…", "KXHIGHNY-26JUL22-T91"], "limit": 100 }
```

Settled markets with official outcomes:

```json
{ "mode": "resolutions", "maxResults": 100 }
```

### Run via API (curl)

```bash
curl -X POST "https://api.apify.com/v2/acts/<username>~prediction-market-data-suite/run-sync-get-dataset-items?token=$APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"mode": "markets", "keyword": "bitcoin", "maxResults": 50}'
```

### Use in n8n

1. Add the **Apify** node (or a generic **HTTP Request** node).
2. HTTP Request: `POST https://api.apify.com/v2/acts/<username>~prediction-market-data-suite/run-sync-get-dataset-items`
3. Auth: query param `token={{ $env.APIFY_TOKEN }}`.
4. JSON body: `{ "mode": "markets", "keyword": "fed", "maxResults": 100 }`.
5. The node output is the dataset rows — pipe straight into Sheets, Postgres, Slack alerts, etc.

### Pagination & limits

- **Polymarket** (Gamma API): offset pagination, 100 markets/page, sorted by volume.
- **Kalshi**: cursor pagination, up to 1000 markets/page.
- `maxResults` caps rows **per platform**; a hard cap of 40 pages per platform bounds runtime on narrow keyword searches.
- A 0.2 s courtesy delay is inserted between pages and per-market requests; 429/5xx responses are retried up to 4 times with exponential backoff.
- Kalshi's list endpoint includes thousands of auto-generated multivariate parlay markets (near-zero liquidity). They are excluded by default; set `kalshiExcludeMultivariate: false` to include them.

### Monetization events (PPE)

The actor charges per pushed row: `market-row`, `orderbook-row`, `trade-row`. Local runs are unaffected.

### Disclaimer

This is an **unofficial** tool. It is not affiliated with, endorsed by, or supported by Polymarket or Kalshi. It only calls their **public, unauthenticated** data endpoints, sends a descriptive User-Agent, and rate-limits itself. Endpoints and schemas may change without notice.

**Kalshi data notice:** Kalshi's Terms of Service restrict commercial redistribution of their market data by users. This actor is provided as **personal-research tooling** — you are responsible for ensuring your use of the retrieved data (especially republishing or commercial redistribution) complies with each platform's terms. Polymarket data is on-chain/public but the same diligence applies.

Nothing produced by this actor is financial advice.

### FAQ

**Do I need a Polymarket or Kalshi account or API key?**
No. All endpoints used are public and unauthenticated.

**Why are Kalshi prices between 0 and 1 instead of cents?**
All prices are normalized to probability space `[0, 1]` so both platforms are directly comparable. Multiply by 100 for cents.

**Where do I get the IDs for `orderbook`/`trades` mode?**
Run `markets` mode first: Polymarket rows include `clob_token_ids` and `market_id` (conditionId); Kalshi rows include `market_id` (ticker). If you pass no `marketIds`, the actor auto-picks one liquid market per platform as a demo.

**How fresh is the data?**
Every run fetches live. Schedule the actor (e.g. every 5 minutes) for a continuous feed.

**Why is `liquidity_usd` null for Kalshi?**
Kalshi's public market list doesn't expose a comparable USD liquidity figure; use `open_interest` or the `orderbook` mode depth instead.

**Can I get price history?**
Not yet — current snapshot, book, trades and resolutions are covered. Scheduled runs of `markets` mode build a history in your dataset.

**What about other platforms (Manifold, Metaculus, PredictIt)?**
The schema is platform-extensible; open an issue on the actor page if you need one added.

# Actor input Schema

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

What to fetch. <b>markets</b>: normalized market listings with current prices (default). <b>orderbook</b>: bid/ask depth for specific markets (provide <code>marketIds</code>). <b>trades</b>: recent trades for specific markets (provide <code>marketIds</code>). <b>resolutions</b>: settled markets with their official outcomes.

## `platforms` (type: `array`):

Which platforms to query. Used by <b>markets</b> and <b>resolutions</b> modes (orderbook/trades modes infer the platform from each market ID).

## `keyword` (type: `string`):

Case-insensitive substring filter applied to the market question/title, slug and ticker (markets & resolutions modes). Example: <code>bitcoin</code>.

## `status` (type: `string`):

Filter for <b>markets</b> mode. <b>active</b> = currently tradable, <b>closed</b> = trading ended (may or may not be resolved yet), <b>settled</b> = officially resolved. The <b>resolutions</b> mode always uses settled markets.

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

Maximum number of markets returned per platform (markets & resolutions modes). Pagination (Gamma offset / Kalshi cursor) is handled automatically.

## `marketIds` (type: `array`):

For <b>orderbook</b> and <b>trades</b> modes. Mixed list, auto-detected by format: Polymarket CLOB token IDs (long numeric strings, orderbook), Polymarket condition IDs (<code>0x…</code>, trades/orderbook) or Kalshi tickers (e.g. <code>KXHIGHNY-26JUL22-T91</code>). If empty, the actor auto-discovers one liquid market per platform as a demo.

## `limit` (type: `integer`):

Maximum number of recent trades fetched per market in <b>trades</b> mode.

## `kalshiExcludeMultivariate` (type: `boolean`):

Kalshi's market list contains thousands of auto-generated multivariate parlay combinations (MVE) with little or no liquidity. Keep this on to return only regular markets.

## Actor input object example

```json
{
  "mode": "markets",
  "platforms": [
    "polymarket",
    "kalshi"
  ],
  "status": "active",
  "maxResults": 200,
  "marketIds": [],
  "limit": 100,
  "kalshiExcludeMultivariate": true
}
```

# API

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

## JavaScript example

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

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

// Prepare Actor input
const input = {
    "mode": "markets",
    "platforms": [
        "polymarket",
        "kalshi"
    ],
    "keyword": "",
    "status": "active",
    "maxResults": 200,
    "marketIds": [],
    "limit": 100
};

// Run the Actor and wait for it to finish
const run = await client.actor("ichigowa/prediction-market-data-suite").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "mode": "markets",
    "platforms": [
        "polymarket",
        "kalshi",
    ],
    "keyword": "",
    "status": "active",
    "maxResults": 200,
    "marketIds": [],
    "limit": 100,
}

# Run the Actor and wait for it to finish
run = client.actor("ichigowa/prediction-market-data-suite").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "mode": "markets",
  "platforms": [
    "polymarket",
    "kalshi"
  ],
  "keyword": "",
  "status": "active",
  "maxResults": 200,
  "marketIds": [],
  "limit": 100
}' |
apify call ichigowa/prediction-market-data-suite --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=ichigowa/prediction-market-data-suite",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Prediction Market Data Suite (Polymarket + Kalshi)",
        "description": "Unified, normalized prediction-market data from Polymarket and Kalshi: market listings, live prices, orderbooks, recent trades and official resolutions in one cross-platform schema. No auth required.",
        "version": "0.1",
        "x-build-id": "Ju219Pe3F7Wsn8wee"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/ichigowa~prediction-market-data-suite/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-ichigowa-prediction-market-data-suite",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/ichigowa~prediction-market-data-suite/runs": {
            "post": {
                "operationId": "runs-sync-ichigowa-prediction-market-data-suite",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/ichigowa~prediction-market-data-suite/run-sync": {
            "post": {
                "operationId": "run-sync-ichigowa-prediction-market-data-suite",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "properties": {
                    "mode": {
                        "title": "Mode",
                        "enum": [
                            "markets",
                            "orderbook",
                            "trades",
                            "resolutions"
                        ],
                        "type": "string",
                        "description": "What to fetch. <b>markets</b>: normalized market listings with current prices (default). <b>orderbook</b>: bid/ask depth for specific markets (provide <code>marketIds</code>). <b>trades</b>: recent trades for specific markets (provide <code>marketIds</code>). <b>resolutions</b>: settled markets with their official outcomes.",
                        "default": "markets"
                    },
                    "platforms": {
                        "title": "Platforms",
                        "type": "array",
                        "description": "Which platforms to query. Used by <b>markets</b> and <b>resolutions</b> modes (orderbook/trades modes infer the platform from each market ID).",
                        "items": {
                            "type": "string",
                            "enum": [
                                "polymarket",
                                "kalshi"
                            ],
                            "enumTitles": [
                                "Polymarket",
                                "Kalshi"
                            ]
                        },
                        "default": [
                            "polymarket",
                            "kalshi"
                        ]
                    },
                    "keyword": {
                        "title": "Keyword filter",
                        "type": "string",
                        "description": "Case-insensitive substring filter applied to the market question/title, slug and ticker (markets & resolutions modes). Example: <code>bitcoin</code>."
                    },
                    "status": {
                        "title": "Market status",
                        "enum": [
                            "active",
                            "closed",
                            "settled"
                        ],
                        "type": "string",
                        "description": "Filter for <b>markets</b> mode. <b>active</b> = currently tradable, <b>closed</b> = trading ended (may or may not be resolved yet), <b>settled</b> = officially resolved. The <b>resolutions</b> mode always uses settled markets.",
                        "default": "active"
                    },
                    "maxResults": {
                        "title": "Max results per platform",
                        "minimum": 1,
                        "maximum": 10000,
                        "type": "integer",
                        "description": "Maximum number of markets returned per platform (markets & resolutions modes). Pagination (Gamma offset / Kalshi cursor) is handled automatically.",
                        "default": 200
                    },
                    "marketIds": {
                        "title": "Market IDs",
                        "type": "array",
                        "description": "For <b>orderbook</b> and <b>trades</b> modes. Mixed list, auto-detected by format: Polymarket CLOB token IDs (long numeric strings, orderbook), Polymarket condition IDs (<code>0x…</code>, trades/orderbook) or Kalshi tickers (e.g. <code>KXHIGHNY-26JUL22-T91</code>). If empty, the actor auto-discovers one liquid market per platform as a demo.",
                        "default": [],
                        "items": {
                            "type": "string"
                        }
                    },
                    "limit": {
                        "title": "Rows per market (trades mode)",
                        "minimum": 1,
                        "maximum": 1000,
                        "type": "integer",
                        "description": "Maximum number of recent trades fetched per market in <b>trades</b> mode.",
                        "default": 100
                    },
                    "kalshiExcludeMultivariate": {
                        "title": "Exclude Kalshi multivariate combo markets",
                        "type": "boolean",
                        "description": "Kalshi's market list contains thousands of auto-generated multivariate parlay combinations (MVE) with little or no liquidity. Keep this on to return only regular markets.",
                        "default": true
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
