# Redfin Scraper — Active Listings & Sold Comps (`khadinakbar/redfin-all-in-one-scraper`) Actor

Scrape Redfin US real estate end-to-end — search active listings, fetch full property details with Redfin Estimate and price/tax history, and pull sold comps. Powered by Redfin's internal Stingray API for high reliability.

- **URL**: https://apify.com/khadinakbar/redfin-all-in-one-scraper.md
- **Developed by:** [Khadin Akbar](https://apify.com/khadinakbar) (community)
- **Categories:** Real estate, MCP servers, Lead generation
- **Stats:** 1 total users, 0 monthly users, 0.0% 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

## Redfin Scraper — Active Listings & Sold Comps

Scrape Redfin US real estate fast and reliably. **Two modes:** active listings by city/zip/URL, and recently sold homes for comparable-sales analysis. 35+ flat fields per property.

Powered by Redfin's internal **Stingray API** — the same JSON endpoints that power redfin.com itself — for high reliability, no JavaScript-rendering overhead, and 5–10× the speed of browser-based scrapers.

> Independent third-party tool. Not affiliated with, endorsed by, or sponsored by Redfin Corporation.

---

### What you get

| Mode | What it scrapes | Use case |
|---|---|---|
| **`search`** | Active listings (for-sale, pending, coming-soon) from any Redfin city, ZIP, neighborhood, or filtered search URL. Up to ~350 per region per call. | Source new inventory, build market dashboards, monitor ZIPs daily. |
| **`sold`** | Homes sold in the **last 90 days** from any Redfin region. | Pull comparable sales for CMAs, appraisals, investment comps. |

### Output fields (35+, flat JSON per property)

`redfinUrl`, `propertyId`, `listingId`, `mlsNumber`, `address`, `city`, `state`, `zip`, `latitude`, `longitude`, `status` (Active / Pending / Coming Soon / Sold), `price`, `soldPrice`, `soldDate` (ISO 8601), `pricePerSqft`, `beds`, `baths`, `sqft`, `lotSize`, `yearBuilt`, `propertyType`, `daysOnMarket`, `hoaFee`, `redfinEstimate` (when Redfin includes it in the listing payload), `description` (marketing remarks), `photos[]` (full-screen URLs), `mainPhoto`, `agentName`, `agentPhone`, `brokerage`, `listedAt`, `scrapedAt`.

Photos are full-resolution URLs. Coordinates are decimal lat/lng. Dates are ISO 8601 strings.

### Pricing

| Event | Price | When charged |
|---|---|---|
| Actor start | **$0.00005** | Once when the run starts. |
| Property found | **$0.005** per result | Each listing returned in either mode. |

Typical run cost — **100 listings: ~$0.51**, **500 sold comps: ~$2.51**. Pay-Per-Usage compute/proxy passthrough also enabled for power users.

---

### How to use

#### Quick start: search by city

```json
{
  "mode": "search",
  "searchUrl": "https://www.redfin.com/city/30818/TX/Austin",
  "maxResults": 100
}
````

Returns up to 100 active Austin listings with all 35+ fields.

#### Pull sold comps for a city

```json
{
  "mode": "sold",
  "searchUrl": "https://www.redfin.com/city/30818/TX/Austin",
  "maxResults": 200
}
```

Returns up to 200 homes sold in the last 90 days in Austin.

> **Note on ZIP URLs:** Redfin's WAF blocks the autocomplete API used to resolve ZIP codes to internal region IDs. Use a city URL covering the ZIP instead. Coming in v0.2: ZIP-to-city resolver.

#### Search by neighborhood with filters

Use any Redfin URL you can build in their UI:

```json
{
  "mode": "search",
  "searchUrl": "https://www.redfin.com/neighborhood/13452/TX/Austin/Downtown/filter/property-type=house,min-price=500k,max-price=900k",
  "maxResults": 50
}
```

***

### Who uses this

- **Real estate investors** sourcing off-market candidates and tracking comparable sales in target ZIPs daily.
- **iBuyers and flippers** monitoring days-on-market spikes to inform offer timing.
- **Mortgage and proptech startups** enriching loan applications with current comparable data.
- **Appraisers and AVM teams** building valuation models using fresh sold-comp universes.
- **Real-estate journalists** tracking market velocity by city, ZIP, or school district.
- **REITs and PE** monitoring inventory and price velocity across multi-state portfolios.
- **AI agents (Claude, GPT, Gemini)** answering real-estate queries on demand via Apify MCP.

***

### Why this actor

| Advantage | What it means for you |
|---|---|
| **Stingray API direct** | Hits Redfin's internal JSON API, not the HTML. 5–10× faster than browser-based scrapers, and the data is already structured. |
| **High reliability** | Residential proxies + sticky sessions tuned for Cloudflare. Brutal-test target: 95 %+ success rate. |
| **Flat output** | 35+ fields in one flat JSON record per property. No nested digging. |
| **MCP-ready** | Tool description, input schema, output shape all designed for AI agent consumption. |
| **Honest pricing** | $5 per 1,000 listings. No surprise compute fees, no hidden setup. |

### How it works under the hood

1. **Region resolution** — your search URL is parsed to `{regionId, regionType}` (Redfin's internal region addressing: 6=city, 13=zip, 5=neighborhood, 2=county, 1=state).
2. **GIS API** — search and sold queries hit `/stingray/api/gis` with the right `status` and `sold_within_days` filters. Returns up to 350 homes per call.
3. **JSON-hijacking prefix** — Redfin's responses start with `{}&&` (anti-CSRF). We strip and parse safely.
4. **Session consistency** — each Apify proxy session sticks for ~30 requests before rotation, matching real-user behavior to slip past Cloudflare.

### MCP / AI agent usage

This actor is exposed as `apify--redfin-all-in-one-scraper` in [Apify MCP](https://docs.apify.com/platform/integrations/mcp).

Example agent prompt:

> "Find me 5 single-family homes in 78704 sold in the last 90 days under $700k."

The agent calls this actor with `mode: 'sold'`, parses the result, and answers.

Pricing signal is built into the tool description so the agent budget-checks before calling.

***

### FAQ

**Does this work for rentals?**
Yes — if your URL is filtered to rentals (e.g., `/apartments-for-rent/city/...`), the actor returns rental listings with rent in the `price` field.

**Can I scrape sold homes older than 90 days?**
Redfin's GIS endpoint caps sold history at 90 days for performance. For deeper history, run the actor monthly and accumulate.

**What about Cloudflare blocks?**
Residential proxies are enabled by default; that's the difference between 90 %+ success and getting blocked instantly. Datacenter proxies will fail.

**Why no "details" or "property URL" mode?**
Redfin's property-detail endpoints sit behind a stricter JS-executed challenge that requires browser rendering. A future v0.2 will add a Camoufox-based detail mode for Redfin Estimate, full price history, tax history, and school ratings. For v0.1 we focus on what works at 95 %+ reliability — search and sold modes — rather than ship something flaky.

**Multiple regions per run?**
One URL per run. For multiple regions, use Apify Schedules to fan out runs. Each is a separate dataset with its own deduplication.

**Pay-Per-Usage option?**
Enabled alongside PPE. Power users running multi-million-row jobs can opt into usage-based pricing in Console → Monetization.

***

### Related actors in this portfolio

- [Zillow All-in-One Scraper](https://apify.com/khadinakbar/zillow-all-in-one-scraper) — same shape for Zillow.
- [Skip-Trace Property Owner](https://apify.com/khadinakbar/skip-trace-property-owner) — pair with Redfin output to enrich addresses with owner data.
- [Idealista Scraper](https://apify.com/khadinakbar/idealista-scraper) — European real estate.

***

### Legal & compliance

This is an independent third-party tool not affiliated with Redfin Corporation. You are responsible for ensuring your use complies with Redfin's [Terms of Service](https://www.redfin.com/legal) and all applicable laws (including CCPA, GDPR, and state-specific data regulations where relevant). Scraped data is the property of the original publisher; this actor only facilitates access to publicly available information.

Use responsibly: respect rate limits, do not redistribute proprietary photos commercially without rights, and consult counsel before bulk redistribution.

### Support

Open an issue on the actor's Issues tab. Bug reports with a sample input that reproduces the issue get fastest turnaround.

### Roadmap

- **v0.2** — Camoufox-based property-detail mode with Redfin Estimate, full price history, tax history, school ratings.
- **v0.3** — Schedule-friendly diff mode (only new listings since last run).
- **v0.4** — Optional Walk Score / Bike Score / Transit Score enrichment.

# Actor input Schema

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

What to scrape. 'search' returns active listings from a Redfin city/zip/search URL with 35+ fields per home (price, beds, baths, sqft, year built, lat/lng, photos, description, agent). 'sold' returns recently closed homes (last 90 days) for comparable-sales analysis. NOT used to pick fields — pick the workflow.

## `searchUrl` (type: `string`):

Used in 'search' and 'sold' modes. Use a Redfin city URL (https://www.redfin.com/city/30818/TX/Austin) or neighborhood URL (https://www.redfin.com/neighborhood/13452/TX/Austin/Downtown). ZIP URLs (e.g. /zipcode/78704) are NOT supported — Redfin's WAF blocks the API needed to resolve them; use the city URL containing that ZIP instead. NOT a single-property URL.

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

Cap on properties returned. Redfin's GIS endpoint returns up to ~350 per region in one call; for more, pass a tighter search URL. Defaults to 100. Set to 0 for no cap.

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

Apify proxy configuration. Defaults to US residential, which is required to bypass Redfin's Cloudflare protection. Override only if you have a stronger proxy pool. Datacenter proxies will be blocked instantly.

## `debugLog` (type: `boolean`):

Enable verbose logging for troubleshooting blocked requests, retries, and parser fallbacks. Off by default.

## Actor input object example

```json
{
  "mode": "search",
  "searchUrl": "https://www.redfin.com/city/30818/TX/Austin",
  "maxResults": 100,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ],
    "apifyProxyCountry": "US"
  },
  "debugLog": false
}
```

# Actor output Schema

## `properties` (type: `string`):

Default dataset containing one Redfin property per item with 35+ flat fields (address, price, beds, baths, sqft, lat/lng, photos, Redfin Estimate, agent info, etc.).

## `overview` (type: `string`):

Same dataset filtered to headline columns for spreadsheet analysis. Uses the 'overview' view declared in dataset\_schema.json.

# 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": "search",
    "searchUrl": "https://www.redfin.com/city/30818/TX/Austin",
    "maxResults": 100,
    "proxyConfiguration": {
        "useApifyProxy": true,
        "apifyProxyGroups": [
            "RESIDENTIAL"
        ],
        "apifyProxyCountry": "US"
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("khadinakbar/redfin-all-in-one-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 = {
    "mode": "search",
    "searchUrl": "https://www.redfin.com/city/30818/TX/Austin",
    "maxResults": 100,
    "proxyConfiguration": {
        "useApifyProxy": True,
        "apifyProxyGroups": ["RESIDENTIAL"],
        "apifyProxyCountry": "US",
    },
}

# Run the Actor and wait for it to finish
run = client.actor("khadinakbar/redfin-all-in-one-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 '{
  "mode": "search",
  "searchUrl": "https://www.redfin.com/city/30818/TX/Austin",
  "maxResults": 100,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ],
    "apifyProxyCountry": "US"
  }
}' |
apify call khadinakbar/redfin-all-in-one-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Redfin Scraper — Active Listings & Sold Comps",
        "description": "Scrape Redfin US real estate end-to-end — search active listings, fetch full property details with Redfin Estimate and price/tax history, and pull sold comps. Powered by Redfin's internal Stingray API for high reliability.",
        "version": "0.1",
        "x-build-id": "4FT8v2TCVIARRhIcY"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/khadinakbar~redfin-all-in-one-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-khadinakbar-redfin-all-in-one-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/khadinakbar~redfin-all-in-one-scraper/runs": {
            "post": {
                "operationId": "runs-sync-khadinakbar-redfin-all-in-one-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/khadinakbar~redfin-all-in-one-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-khadinakbar-redfin-all-in-one-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "mode"
                ],
                "properties": {
                    "mode": {
                        "title": "Scraping mode",
                        "enum": [
                            "search",
                            "sold"
                        ],
                        "type": "string",
                        "description": "What to scrape. 'search' returns active listings from a Redfin city/zip/search URL with 35+ fields per home (price, beds, baths, sqft, year built, lat/lng, photos, description, agent). 'sold' returns recently closed homes (last 90 days) for comparable-sales analysis. NOT used to pick fields — pick the workflow.",
                        "default": "search"
                    },
                    "searchUrl": {
                        "title": "Redfin city or neighborhood URL",
                        "type": "string",
                        "description": "Used in 'search' and 'sold' modes. Use a Redfin city URL (https://www.redfin.com/city/30818/TX/Austin) or neighborhood URL (https://www.redfin.com/neighborhood/13452/TX/Austin/Downtown). ZIP URLs (e.g. /zipcode/78704) are NOT supported — Redfin's WAF blocks the API needed to resolve them; use the city URL containing that ZIP instead. NOT a single-property URL."
                    },
                    "maxResults": {
                        "title": "Maximum results",
                        "minimum": 0,
                        "maximum": 5000,
                        "type": "integer",
                        "description": "Cap on properties returned. Redfin's GIS endpoint returns up to ~350 per region in one call; for more, pass a tighter search URL. Defaults to 100. Set to 0 for no cap.",
                        "default": 100
                    },
                    "proxyConfiguration": {
                        "title": "Proxy",
                        "type": "object",
                        "description": "Apify proxy configuration. Defaults to US residential, which is required to bypass Redfin's Cloudflare protection. Override only if you have a stronger proxy pool. Datacenter proxies will be blocked instantly.",
                        "default": {
                            "useApifyProxy": true,
                            "apifyProxyGroups": [
                                "RESIDENTIAL"
                            ],
                            "apifyProxyCountry": "US"
                        }
                    },
                    "debugLog": {
                        "title": "Debug logging",
                        "type": "boolean",
                        "description": "Enable verbose logging for troubleshooting blocked requests, retries, and parser fallbacks. Off by default.",
                        "default": false
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```