# Thailand Transit Scraper — SRT, BTS Skytrain & ARL Red Line (`jungle_synthesizer/thailand-transit-scraper`) Actor

Extract Thailand transit data from three sources: SRT station catalog (~750 stations, bilingual Thai/English), BTS Skytrain stations with first/last train times (~119 stations), and ARL Red Line departure timetables. Outputs fares in THB, line assignments, and service direction data.

- **URL**: https://apify.com/jungle\_synthesizer/thailand-transit-scraper.md
- **Developed by:** [BowTiedRaccoon](https://apify.com/jungle_synthesizer) (community)
- **Categories:** Travel, Business
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN 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.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

## Thailand Transit Scraper — SRT, BTS Skytrain & ARL Red Line

Scrapes transit data from three Thai public transport networks: the [State Railway of Thailand (SRT)](https://dticket.railway.co.th/), [BTS Skytrain](https://www.bts.co.th/), and the [SRT Red Line](https://www.srtet.co.th/). Returns bilingual station catalogs (Thai + English), first/last service times, fare data in THB, and departure timetables — around 870 records per full run.

---

### What Thailand Transit Scraper Extracts

- **SRT stations** — ~750 stations across four lines (North, Northeast, East, South), with bilingual Thai and English names, station codes, and line assignments
- **BTS Skytrain stations** — ~119 stations on the Sukhumvit, Silom, and Gold lines, with first and last train times per station, latitude/longitude, and line colors
- **ARL Red Line timetables** — hourly departure schedules for the two Red Line routes (Bangkok Aphiwat to Rangsit and Bangkok Aphiwat to Taling Chan), stored as structured JSON
- **Operator filter** — run all three sources together or target a single operator (SRT, BTS, or ARL)
- **Bilingual output** — every station record includes both Thai script (`station_name_th`) and English romanization (`station_name_en`), which is more than you'll get from a Google search

---

### Who Uses Thailand Transit Data?

- **Travel app developers** — build station selectors, route planners, and schedule widgets for Bangkok tourism apps
- **SE Asia trip-planning platforms** — populate stop data, transit options, and fare estimates for multi-modal itinerary builders
- **Thailand MaaS startups** — seed the station database for mobility-as-a-service products integrating SRT, BTS, and urban rail
- **Data journalists and researchers** — map transit access, coverage gaps, and service hours for urban mobility analyses
- **Expat and digital-nomad tools** — help newcomers navigate Bangkok's overlapping rail networks with accurate bilingual data

---

### How It Works

1. **Select your operator.** Set `operator` to `any`, `srt`, `bts`, or `arl`. The default pulls all three sources in sequence.
2. **SRT station catalog.** Posts to the D-Ticket API, receives all ~750 stations in one response, filters active entries, and emits `srt_station` records.
3. **BTS station list and service times.** Posts to the EBM route-map API for all stations, then fetches first/last train times per station with bounded concurrency.
4. **ARL timetable.** Fetches the SRTET fare-timetable page, parses the HTML departure tables, and returns structured hourly schedules as JSON strings.

---

### Thailand Transit Scraper Input Fields

```json
{
  "operator": "any",
  "includeFares": false,
  "maxItems": 15,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"],
    "apifyProxyCountry": "TH"
  },
  "sp_intended_usage": "Transit data for Bangkok travel app",
  "sp_improvement_suggestions": "none"
}
````

| Field | Type | Default | Description |
|-------|------|---------|-------------|
| `operator` | string | `"any"` | Which network to scrape: `any`, `srt`, `bts`, or `arl` |
| `includeFares` | boolean | `false` | Reserved for future BTS fare-per-pair calculations |
| `maxItems` | integer | `15` | Maximum total records to return; set higher for full datasets |
| `proxyConfiguration` | object | Thai residential | Apify proxy config; Thai residential recommended for geographic consistency |
| `sp_intended_usage` | string | — | Required: describe your intended use of this data |
| `sp_improvement_suggestions` | string | — | Required: feedback or "none" |

***

### Thailand Transit Scraper Output Fields

Records come in three types, set by `record_type`. Each type populates a different subset of fields.

#### SRT Station (`srt_station`)

```json
{
  "record_type": "srt_station",
  "operator": "SRT",
  "service_id": "1001",
  "station_name_en": "Hua Lamphong",
  "station_name_th": "หัวลำโพง",
  "station_code_en": "HLP",
  "station_code_th": "หลป",
  "line": "SRT South",
  "line_id": "4",
  "scraped_at": "2025-11-01T08:30:00.000Z"
}
```

| Field | Type | Description |
|-------|------|-------------|
| `record_type` | string | `srt_station` |
| `operator` | string | `SRT` |
| `service_id` | string | Internal station ID |
| `station_name_en` | string | Station name in English |
| `station_name_th` | string | Station name in Thai script |
| `station_code_en` | string | English station code (e.g. HLP) |
| `station_code_th` | string | Thai station code |
| `line` | string | Line name: SRT North, SRT Northeast, SRT East, or SRT South |
| `line_id` | string | Numeric line identifier as string |
| `scraped_at` | string | ISO 8601 timestamp |

#### BTS Station (`bts_station`)

```json
{
  "record_type": "bts_station",
  "operator": "BTS",
  "service_id": "42",
  "station_name_en": "Asok",
  "station_name_th": "อโศก",
  "line": "Sukhumvit Line",
  "line_color": "#009C3B",
  "station_key": "E4",
  "station_order": "4",
  "latitude": 13.7363,
  "longitude": 100.5606,
  "first_train_to_end": "05:56",
  "first_train_to_start": "06:10",
  "last_train_to_end": "24:00",
  "last_train_to_start": "23:48",
  "scraped_at": "2025-11-01T08:30:00.000Z"
}
```

| Field | Type | Description |
|-------|------|-------------|
| `record_type` | string | `bts_station` |
| `operator` | string | `BTS` |
| `service_id` | string | BTS internal station ID |
| `station_name_en` | string | Station name in English |
| `station_name_th` | string | Station name in Thai script |
| `line` | string | Sukhumvit Line, Silom Line, or Gold Line |
| `line_color` | string | Hex color code for the line |
| `station_key` | string | BTS line key (e.g. N8, S6, G1) |
| `station_order` | string | Sequence number on the line |
| `latitude` | number | Station latitude |
| `longitude` | number | Station longitude |
| `first_train_to_end` | string | First train toward end of line (HH:MM) |
| `first_train_to_start` | string | First train toward start of line (HH:MM) |
| `last_train_to_end` | string | Last train toward end of line (HH:MM) |
| `last_train_to_start` | string | Last train toward start of line (HH:MM) |
| `scraped_at` | string | ISO 8601 timestamp |

#### ARL Schedule (`arl_schedule`)

```json
{
  "record_type": "arl_schedule",
  "operator": "ARL",
  "service_id": "arl_Bangkok_Aphiwat_Rangsit",
  "station_name_en": "Bangkok Aphiwat",
  "line": "ARL Red Line",
  "line_color": "#FF0000",
  "direction_from": "Bangkok Aphiwat",
  "direction_to": "Rangsit",
  "first_train_to_end": "05:43",
  "last_train_to_end": "23:30",
  "schedule_json": "[{\"hour\":5,\"minutes\":[43]},{\"hour\":6,\"minutes\":[0,15,30,45]},...]",
  "scraped_at": "2025-11-01T08:30:00.000Z"
}
```

| Field | Type | Description |
|-------|------|-------------|
| `record_type` | string | `arl_schedule` |
| `operator` | string | `ARL` |
| `service_id` | string | Route identifier string |
| `direction_from` | string | Departure origin station |
| `direction_to` | string | Departure destination station |
| `first_train_to_end` | string | First departure time (HH:MM) |
| `last_train_to_end` | string | Last departure time (HH:MM) |
| `schedule_json` | string | Full hourly schedule as JSON string |
| `scraped_at` | string | ISO 8601 timestamp |

***

### 🔍 FAQ

#### How do I scrape Thailand transit station data?

Thailand Transit Scraper handles it in one run. Set `operator` to `any` to pull all three networks simultaneously, or target a single one (`srt`, `bts`, or `arl`) if you only need a subset. Full datasets return in under 2 minutes.

#### What data can I get from the BTS Skytrain API?

Thailand Transit Scraper returns all ~119 BTS stations across the Sukhumvit, Silom, and Gold lines, with bilingual names, GPS coordinates, line colors, station keys (e.g. N8, S6), and first/last service times per direction. That covers everything you need to build a station selector or schedule widget.

#### How much does Thailand Transit Scraper cost to run?

At the default pay-per-event rate, a full run costs roughly $0.001 per record — around $0.87 for all ~870 records. Test runs with `maxItems: 15` are negligible.

#### Does Thailand Transit Scraper need proxies?

Thailand Transit Scraper uses Thai residential proxies by default. The BTS API performs geographic checks, so a Thai IP is recommended. The SRT and ARL sources work without proxies, but the default configuration keeps everything consistent.

#### Why is MRT Bangkok not included?

The MRT Bangkok site (metro.bemplc.co.th) is behind an Imperva WAF that requires full browser rendering to bypass. It's out of scope for this actor.

***

### Need More Features?

Need MRT Bangkok, fare pair calculations, or a different operator? [File an issue on the actor page](https://console.apify.com/actors/ujAVNwPmHdLyDgzpE) or contact us through the Apify console.

### Why Use Thailand Transit Scraper?

- **Bilingual by default** — every SRT and BTS record includes both Thai script and English romanization, saving the translation step that other sources skip
- **Three networks, one run** — SRT station catalog, BTS schedule data, and ARL timetables in a single actor with a single operator filter, which is more efficient than maintaining three separate scrapers
- **Structured schedule output** — ARL departures come as parseable JSON arrays, not raw strings scraped from a timetable page

# Actor input Schema

## `sp_intended_usage` (type: `string`):

Please describe how you plan to use the data extracted by this crawler.

## `sp_improvement_suggestions` (type: `string`):

Provide any feedback or suggestions for improvements.

## `sp_contact` (type: `string`):

Provide your email address so we can get in touch with you.

## `operator` (type: `string`):

No description

## `includeFares` (type: `boolean`):

When enabled, fetch fare data for each BTS station pair. Increases run time significantly. Requires operator=bts or operator=any.

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

Maximum total records to return. Default 15 for fast test runs; set higher for full datasets (SRT ~750 stations, BTS ~130 stations).

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

No description

## Actor input object example

```json
{
  "sp_intended_usage": "Describe your intended use...",
  "sp_improvement_suggestions": "Share your suggestions here...",
  "sp_contact": "Share your email here...",
  "operator": "any",
  "includeFares": false,
  "maxItems": 15,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ],
    "apifyProxyCountry": "TH"
  }
}
```

# 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 = {
    "sp_intended_usage": "Describe your intended use...",
    "sp_improvement_suggestions": "Share your suggestions here...",
    "sp_contact": "Share your email here...",
    "operator": "any",
    "includeFares": false,
    "maxItems": 15,
    "proxyConfiguration": {
        "useApifyProxy": true,
        "apifyProxyGroups": [
            "RESIDENTIAL"
        ],
        "apifyProxyCountry": "TH"
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("jungle_synthesizer/thailand-transit-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 = {
    "sp_intended_usage": "Describe your intended use...",
    "sp_improvement_suggestions": "Share your suggestions here...",
    "sp_contact": "Share your email here...",
    "operator": "any",
    "includeFares": False,
    "maxItems": 15,
    "proxyConfiguration": {
        "useApifyProxy": True,
        "apifyProxyGroups": ["RESIDENTIAL"],
        "apifyProxyCountry": "TH",
    },
}

# Run the Actor and wait for it to finish
run = client.actor("jungle_synthesizer/thailand-transit-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 '{
  "sp_intended_usage": "Describe your intended use...",
  "sp_improvement_suggestions": "Share your suggestions here...",
  "sp_contact": "Share your email here...",
  "operator": "any",
  "includeFares": false,
  "maxItems": 15,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ],
    "apifyProxyCountry": "TH"
  }
}' |
apify call jungle_synthesizer/thailand-transit-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Thailand Transit Scraper — SRT, BTS Skytrain & ARL Red Line",
        "description": "Extract Thailand transit data from three sources: SRT station catalog (~750 stations, bilingual Thai/English), BTS Skytrain stations with first/last train times (~119 stations), and ARL Red Line departure timetables. Outputs fares in THB, line assignments, and service direction data.",
        "version": "1.0",
        "x-build-id": "bG3ysgdX7JDvtLzZ5"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/jungle_synthesizer~thailand-transit-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-jungle_synthesizer-thailand-transit-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/jungle_synthesizer~thailand-transit-scraper/runs": {
            "post": {
                "operationId": "runs-sync-jungle_synthesizer-thailand-transit-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/jungle_synthesizer~thailand-transit-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-jungle_synthesizer-thailand-transit-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "sp_intended_usage",
                    "sp_improvement_suggestions"
                ],
                "properties": {
                    "sp_intended_usage": {
                        "title": "What is the intended usage of this data?",
                        "minLength": 1,
                        "type": "string",
                        "description": "Please describe how you plan to use the data extracted by this crawler."
                    },
                    "sp_improvement_suggestions": {
                        "title": "How can we improve this crawler for you?",
                        "minLength": 1,
                        "type": "string",
                        "description": "Provide any feedback or suggestions for improvements."
                    },
                    "sp_contact": {
                        "title": "Contact Email",
                        "minLength": 1,
                        "type": "string",
                        "description": "Provide your email address so we can get in touch with you."
                    },
                    "operator": {
                        "title": "Operator / Mode",
                        "enum": [
                            "any",
                            "srt",
                            "bts",
                            "arl"
                        ],
                        "type": "string",
                        "description": "",
                        "default": "any"
                    },
                    "includeFares": {
                        "title": "Include BTS Fare Calculations",
                        "type": "boolean",
                        "description": "When enabled, fetch fare data for each BTS station pair. Increases run time significantly. Requires operator=bts or operator=any.",
                        "default": false
                    },
                    "maxItems": {
                        "title": "Max Results",
                        "type": "integer",
                        "description": "Maximum total records to return. Default 15 for fast test runs; set higher for full datasets (SRT ~750 stations, BTS ~130 stations).",
                        "default": 15
                    },
                    "proxyConfiguration": {
                        "title": "Proxy configuration",
                        "type": "object",
                        "description": ""
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
