# ResidentAdvisor Events (`aitorsm/ra-events`) Actor

Get electronic-music events from Resident Advisor (RA.co): title, date, venue, lineup, and ticket status. Every event includes enriched promoter leads — name, website, Instagram/Facebook/Twitter handles, and follower count. Built for music-industry BD, booking, and sponsorship targeting.

- **URL**: https://apify.com/aitorsm/ra-events.md
- **Developed by:** [Aitor Sanchez-Mansilla](https://apify.com/aitorsm) (community)
- **Categories:** Automation, Lead generation, E-commerce
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 1 bookmarks
- **User rating**: No ratings yet

## Pricing

from $20.00 / 1,000 results

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

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

## What's an Apify Actor?

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

## How to integrate an Actor?

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

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

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

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

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

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

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

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

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

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

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


# README

## Resident Advisor Events Scraper — Electronic Music Lead-Gen with Enriched Promoter Data

[![Resident Advisor Events Scraper status](https://apify.com/actor-badge?actor=aitorsm/ra-events)](https://apify.com/aitorsm/ra-events)

The **Resident Advisor Events Scraper** extracts structured event data from [Resident Advisor (RA.co)](https://ra.co) — the global directory for electronic music events, clubs, festivals, and promoters. Each scraped event returns:

- Event title, date, start/end time, RA event URL, flyer image
- **Enriched promoter (organizer) data** — name, RA profile URL, website, **social links (Instagram, Facebook, Twitter, SoundCloud)**, follower count, upcoming events count, area, country, blurb, festival flag. The one feature competing RA scrapers don't expose.
- Full venue record — name, RA venue URL, live-status flag
- Artist lineup (every act on the bill, with their RA artist IDs and names)
- Ticket availability + interested count (RSVP-equivalent for the electronic music crowd)
- Editorial "pick" blurb when RA features the event

### Why this scraper

Resident Advisor is where indie electronic-music promoters publish their entire programming calendar. With `enrichPromoters` on (default), every event comes back as a self-contained lead row — the promoter's name, website, social links, audience size, and activity level — so there's no follow-up enrichment step to run.

### Use Cases

#### 1. **Electronic-Music Promoter Lead Generation**
Pull every active promoter in a city ranked by `followerCount` + `upcomingEventsCount`. Direct input for ticketing-platform BD (Posh, vivenu, Ticket Fairy, Showpass), event-marketing CRMs (Audience Republic, Bizzabo), and music-industry sponsorship outreach.

#### 2. **Festival + Club Booking Intelligence**
Each event carries the full venue record. Run the scraper for London / Berlin / Barcelona / Tokyo to map the active club ecosystem — useful for booking agents, music-tech vendors, and AV / production companies.

#### 3. **Artist / DJ Tracking**
Each event's `artists[]` array gives every act on the lineup. Useful for talent agencies (which DJs are headlining where), labels (gauging act-deployment frequency), and music-data SaaS.

#### 4. **Cross-Platform Organizer Database**
Combine RA output with Eventbrite, Posh, Luma, and DICE datasets for unified multi-source organizer intelligence. RA covers the global electronic-music niche that those platforms don't index deeply.

#### 5. **Sponsorship + Brand Activation Targeting**
Filter for `interestedCount > X` + `isFestival: true` → list of high-traffic festival promoters who'd consider sponsorship deals.

#### 6. **Editorial / Press Picks Aggregation**
The `editorialPickBlurb` field surfaces events RA's editorial team has highlighted — useful for press-coverage tracking, taste-making research, and curation-as-a-service products.

#### 7. **Audience-Size Validation for Underwriting**
Promoter `followerCount` + `upcomingEventsCount` are signals an underwriter can use to assess whether a festival/promoter is a legitimate operator (vs. someone running their first event). Direct input for credit-underwriting products like Ticket Fairy Capital.

> **On the roadmap**: per-event genre filtering, a venue-specific input mode, and event-ID lookup. [Drop me a line](mailto:business@aitorsm.com) if any of these would unblock a use case — it helps me prioritize.

### Cost

This Actor uses **pay-per-event** pricing:
- **$0.03 per event scraped**
- **$0.02 per unique promoter enriched** — only charged when `enrichPromoters` is on (the default), and only once per promoter per run (deduplicated across all events). Turn `enrichPromoters` off to pay for events alone.

Apify's platform costs are included, so the total is predictable. A typical city sweep of 250 events with enrichment on costs roughly $7.50 (events) + ~$4 (promoters) ≈ **$11.70 for ~200 enriched promoter leads** with names, websites, social links, and follower counts.

### Input

- **`city`** — name of any major RA-covered city (e.g. `"Los Angeles"`, `"London"`, `"Berlin"`, `"Barcelona"`, `"Tokyo"`, `"Berlin"`, `"Mexico City"`). The actor resolves the name against RA's areaId table — ~40 major cities are hardcoded for instant lookup, others fall back to a runtime catalog query.
- **`areaId`** *(advanced)* — RA's internal numeric area ID. Pass this directly if you have it (skips the city-resolution lookup). E.g. `23` for LA, `13` for London, `34` for Berlin.
- **`listingDateGte`** — earliest event date to include (YYYY-MM-DD). Defaults to today.
- **`listingDateLte`** — latest event date to include (YYYY-MM-DD). Leave empty for no upper bound.
- **`maxItems`** — global cap on events returned (deduped across all paginated pages). 0 = uncapped.
- **`enrichPromoters`** *(boolean, default `true`)* — when true, each event's promoters[] array is enriched with full detail (name, website, social links — Instagram, Facebook, Twitter, SoundCloud — follower count, upcoming events count, blurb, area, country, isFestival). Enriched once per unique promoter and cached for the run. **Recommended for lead-generation use cases** — without it you only get promoter IDs.

#### Sample inputs

**Quick city preview**:
```json
{ "city": "Los Angeles", "maxItems": 20 }
````

**Wide lead-gen sweep** (2 months of LA events, enriched promoters):

```json
{
  "city": "Los Angeles",
  "listingDateGte": "2026-06-01",
  "listingDateLte": "2026-07-31",
  "maxItems": 500,
  "enrichPromoters": true
}
```

**Direct area access** (London by ID, skips lookup):

```json
{ "areaId": 13, "maxItems": 100 }
```

### Output

The data is returned in **JSON format**, ideal for direct ingestion into analytics platforms, CRMs, dashboards, or downstream pipelines.

#### Example entry

Input: `{ "city": "Los Angeles", "maxItems": 1, "enrichPromoters": true }`

```json
{
  "eventId": "2384905",
  "listingDate": "2026-05-23",
  "areaId": 23,
  "name": "Into The Woods presents Ben UFO (Extended Set)",
  "date": "2026-05-23T00:00:00.000",
  "startTime": "2026-05-23T22:00:00.000",
  "endTime": "2026-05-24T04:00:00.000",
  "url": "https://ra.co/events/2384905",
  "contentUrl": "/events/2384905",
  "flyerFront": "https://static.ra.co/images/events/flyer/...",
  "isTicketed": true,
  "interestedCount": 423,
  "venueId": "139125",
  "venueName": "Sound Nightclub",
  "venueUrl": "https://ra.co/clubs/139125",
  "venueLive": true,
  "promoterIds": ["65088"],
  "promoterNames": ["Into The Woods LA"],
  "promoters": [
    {
      "id": "65088",
      "name": "Into The Woods LA",
      "url": "https://ra.co/promoters/65088",
      "blurb": "Into The Woods is a music series, label, and collective that bridges the sonic gap between Los Angeles, Detroit and beyond to amplify diverse voices in electronic dance music.",
      "logoUrl": "https://static.ra.co/images/promoter/us-intothewoods.jpg",
      "coverUrl": null,
      "website": "https://www.facebook.com/intothewoodsrecordings/",
      "followerCount": 1076,
      "upcomingEventsCount": 0,
      "isFestival": false,
      "areaName": "Los Angeles",
      "countryName": "United States of America",
      "socialMediaLinks": [
        { "platform": "instagram", "link": "https://instagram.com/intothewoodsla" },
        { "platform": "facebook", "link": "https://facebook.com/intothewoodsrecordings" },
        { "platform": "twitter", "link": "https://twitter.com/intothewoodsla" }
      ],
      "instagram": "https://instagram.com/intothewoodsla",
      "facebook": "https://facebook.com/intothewoodsrecordings",
      "twitter": "https://twitter.com/intothewoodsla",
      "soundcloud": null
    }
  ],
  "artists": [
    { "id": "5294", "name": "Ben UFO" }
  ],
  "ticketsAvailable": 2,
  "editorialPickBlurb": null,
  "imageUrl": "us/2026/5/us-0523-into-the-woods-flyer.jpg",
  "scrapedAt": "2026-05-23T02:18:40.184Z"
}
```

#### Fields

| Field | Purpose |
|---|---|
| `eventId`, `contentUrl`, `url` | RA event identifiers + canonical URL |
| `title`, `date`, `startTime`, `endTime` | Event basics |
| `flyerFront`, `imageUrl` | Event flyer URLs |
| `isTicketed`, `interestedCount`, `ticketsAvailable` | Availability + popularity signals |
| `venueId`, `venueName`, `venueUrl`, `venueLive` | Venue record |
| **`promoters[]`** | When `enrichPromoters=true`: full promoter records with name, website, social links (`socialMediaLinks[]` + flat `instagram`/`facebook`/`twitter`/`soundcloud`), follower count, upcoming events count, blurb, area, country, isFestival. When false: just IDs. |
| `promoterIds[]`, `promoterNames[]` | Convenience flat arrays for filtering / joining |
| `artists[]` | Lineup acts `[{id, name}]` |
| `editorialPickBlurb` | RA editorial-pick blurb when featured |
| `listingDate`, `scrapedAt` | Audit metadata |

#### Simplified Overview

A simplified view of this data is shown directly in the **Apify console**:

```json
{
  "name": "Into The Woods presents Ben UFO (Extended Set)",
  "flyerFront": "https://static.ra.co/images/events/flyer/...",
  "date": "2026-05-23T00:00:00.000",
  "venueName": "Sound Nightclub",
  "promoterNames": ["Into The Woods LA"],
  "artists": [{"id":"5294","name":"Ben UFO"}],
  "interestedCount": 423,
  "isTicketed": true,
  "url": "https://ra.co/events/2384905"
}
```

***

### How to Use

1. **Pick a city** — type any major RA-covered city (LA, London, Berlin, Barcelona, Tokyo, ~40+ in fast lookup).
2. **Set a date range** — defaults to "today onwards"; tighten for narrower scrape windows.
3. **Keep `enrichPromoters: true`** — that's the lead-gen feature.
4. **Set `maxItems`** — 100 for a quick test, thousands for a city's full forward calendar.
5. **Run the Actor** — check the Overview tab to see events as they arrive.
6. **Export the dataset** — JSON, CSV, Excel, or HTML.

***

Start scraping Resident Advisor events today by running this Actor on Apify.

### Contact

- **Email**: <business@aitorsm.com> — for custom features, advanced filtering, tailored data products, or anything off-spec.
- **Apify Discord**: find me as `aitor.sm`.

If this actor has been useful to you, please consider adding it to your bookmarks 📑 on Apify.

# Actor input Schema

## `city` (type: `string`):

City to filter events by (e.g. "Los Angeles", "Berlin", "Tokyo"). Resolves to an internal RA areaId. Leave empty if providing `areaId` directly.

## `areaId` (type: `integer`):

RA's internal numeric areaId. Overrides `city`. Useful for cities the resolver doesn't recognise.

## `listingDateGte` (type: `string`):

Earliest listing date to include. Defaults to today.

## `listingDateLte` (type: `string`):

Latest listing date (inclusive). Leave empty for no upper bound.

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

Maximum number of events to return. 0 = uncapped.

## `enrichPromoters` (type: `boolean`):

If true, each event's promoters\[] array is enriched with full data — name, website, social URLs (Instagram, Facebook, Twitter, SoundCloud), follower count, upcoming events count, area, country. Costs ~1 extra request per unique promoter (cached for the run). Recommended for lead-generation use cases.

## Actor input object example

```json
{
  "city": "Los Angeles",
  "maxItems": 100,
  "enrichPromoters": true
}
```

# Actor output Schema

## `overview` (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 = {
    "city": "Los Angeles",
    "maxItems": 100
};

// Run the Actor and wait for it to finish
const run = await client.actor("aitorsm/ra-events").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 = {
    "city": "Los Angeles",
    "maxItems": 100,
}

# Run the Actor and wait for it to finish
run = client.actor("aitorsm/ra-events").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 '{
  "city": "Los Angeles",
  "maxItems": 100
}' |
apify call aitorsm/ra-events --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "ResidentAdvisor Events",
        "description": "Get electronic-music events from Resident Advisor (RA.co): title, date, venue, lineup, and ticket status. Every event includes enriched promoter leads — name, website, Instagram/Facebook/Twitter handles, and follower count. Built for music-industry BD, booking, and sponsorship targeting.",
        "version": "0.0",
        "x-build-id": "fE0ttTJa3PfoP2Ige"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/aitorsm~ra-events/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-aitorsm-ra-events",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/aitorsm~ra-events/runs": {
            "post": {
                "operationId": "runs-sync-aitorsm-ra-events",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/aitorsm~ra-events/run-sync": {
            "post": {
                "operationId": "run-sync-aitorsm-ra-events",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                    "city": {
                        "title": "City",
                        "type": "string",
                        "description": "City to filter events by (e.g. \"Los Angeles\", \"Berlin\", \"Tokyo\"). Resolves to an internal RA areaId. Leave empty if providing `areaId` directly."
                    },
                    "areaId": {
                        "title": "Area ID (advanced)",
                        "type": "integer",
                        "description": "RA's internal numeric areaId. Overrides `city`. Useful for cities the resolver doesn't recognise."
                    },
                    "listingDateGte": {
                        "title": "Listing date — from (YYYY-MM-DD)",
                        "type": "string",
                        "description": "Earliest listing date to include. Defaults to today."
                    },
                    "listingDateLte": {
                        "title": "Listing date — to (YYYY-MM-DD)",
                        "type": "string",
                        "description": "Latest listing date (inclusive). Leave empty for no upper bound."
                    },
                    "maxItems": {
                        "title": "Max events",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Maximum number of events to return. 0 = uncapped.",
                        "default": 100
                    },
                    "enrichPromoters": {
                        "title": "Enrich promoters (billed per promoter)",
                        "type": "boolean",
                        "description": "If true, each event's promoters[] array is enriched with full data — name, website, social URLs (Instagram, Facebook, Twitter, SoundCloud), follower count, upcoming events count, area, country. Costs ~1 extra request per unique promoter (cached for the run). Recommended for lead-generation use cases.",
                        "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
