# Dermatologist Email Scraper (`contacts-api/dermatologist-email-scraper`) Actor Dermatologist email scraper to extract verified dermatologist emails from skin clinics, hospitals, dermatology practices, and healthcare directories πŸ“§πŸ©Ί Perfect for healthcare outreach, recruitment, partnerships, and dermatology lead generation. - **URL**: https://apify.com/contacts-api/dermatologist-email-scraper.md - **Developed by:** [Lead Heaven](https://apify.com/contacts-api) (community) - **Categories:** Lead generation, Automation, Other - **Stats:** 5 total users, 2 monthly users, 97.9% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing from $1.99 / 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. 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 ### 🧴 Dermatologist Email Scraper β€” Find Verified Leads in Minutes > The fastest way to build a targeted dermatologist list. This actor searches Google Maps for dermatologists across any city, crawls their websites, and extracts verified dermatologist email, phone numbers, and social media profiles β€” all in one clean, export-ready dataset using a robust dermatologist email extractor. --- #### πŸš€ Quick Start 1. Enter your search term β€” e.g., "Dermatologist" 2. Add one or more target locations β€” e.g., "New York", "Los Angeles" 3. Optionally set your maximum businesses with emails 4. Hit Run and get dermatologist leads in minutes No coding required. Export to CSV, JSON, or Excel instantly from the dermatologist email scraper. --- #### πŸ’‘ What Is the Dermatologist Email Scraper? The Dermatologist Email Scraper is a purpose-built lead generation and contact discovery tool designed for: - Healthcare marketing teams and medical device vendors - Pharmaceutical and skincare product reps - B2B outreach agencies selling to clinics - Researchers and data analysts It combines Google Maps listing discovery with deep website crawling to extract publicly available contact data β€” producing an accurate, deduplicated stream of dermatologist leads ready for outreach. Whether you need it as a dermatologist lead finder, a dermatologist lead scraper, a dermatologist email finder, or a dermatologist contact scraper β€” this single workflow covers all use cases. It also works as a dermatologist contact finder for clinics with limited online presence and as a dermatologist data scraper to power analytics on regional markets. --- #### πŸ“¦ What Data Does It Extract? | Field | Description | |---|---| | Business Name | Practice or company name from Google Maps | | Website | Official website URL | | Phone | Primary phone from the listing or website | | Full Address | Complete address as listed | | City / State / ZIP | Parsed location components | | Country Code | ISO country code where available | | Emails | All public dermatologist email addresses extracted from website pages | | Additional Phones | Extra phone numbers discovered during crawl | | Social Media Links | Facebook, Instagram, LinkedIn, Twitter, and more | | Email Count | Total unique emails found per business | | Pages Scraped | Number of website pages crawled per domain | | Rating | Average Google Maps star rating | | Reviews | Total number of Google reviews | | Latitude / Longitude | Geo-coordinates for mapping and filtering | | Place ID | Google Maps place identifier | | Scrape Status | Per-record status: success, partial, or error | --- #### βš™οΈ Input Configuration ##### Minimal Example ```json { "googleMapsSearchTerm": "Dermatologist", "googleMapsLocation": ["New York"] } ```` ##### Full Example with All Options ```json { "googleMapsSearchTerm": "Dermatologist", "googleMapsLocation": [ "New York", "Los Angeles, California", "Chicago, Illinois" ], "maxBusinesses": 200, "scrapeMaxBusinessesPerLocation": true, "proxyConfiguration": { "useApifyProxy": true } } ``` ##### Input Parameters | Parameter | Type | Required | Description | |---|---|---|---| | `googleMapsSearchTerm` | String | βœ… Yes | Business type or niche to search β€” e.g., "Dermatologist", "pediatric dermatology" | | `googleMapsLocation` | Array | βœ… Yes | One or more locations β€” e.g., \["New York", "Los Angeles, California"] | | `maxBusinesses` | Number | ❌ No | Target number of businesses with emails to return (1–1,000). The run stops when this limit is reached | | `scrapeMaxBusinessesPerLocation` | Boolean | ❌ No | If true, applies `maxBusinesses` per location. If false, it's a combined total across all locations | | `proxyConfiguration` | Object | ❌ No | Proxy settings. Strongly recommended for large runs and reliability | *** #### πŸ“€ Sample Output ```json [ { "name": "ClearSkin Dermatology Center", "website": "https://www.clearskincenter.com", "phone": "+1 212-555-0144", "full_address": "245 Lexington Ave Suite 800, New York, NY 10016, United States", "city": "New York", "state": "NY", "zip": "10016", "country_code": "US", "scraped_emails": [ "info@clearskincenter.com", "appointments@clearskincenter.com" ], "scraped_phones": ["+1 212-555-0144", "+1 212-555-0188"], "scraped_social_media": [ "facebook:https://facebook.com/clearskincenter", "instagram:https://instagram.com/clearskincenternyc", "linkedin:https://www.linkedin.com/company/clearskin-dermatology-center" ], "emails_found": 2, "pages_scraped": 12, "avg_rating": 4.7, "total_reviews": 203, "lat": 40.7482, "long": -73.9781, "place_id": "ChIJ-EXAMPLE-PLACEID", "scrape_status": "success" } ] ``` *** #### πŸ”§ How It Works β€” Under the Hood ``` Step 1 β†’ Search Google Maps using your term + location Step 2 β†’ Collect business listings (name, address, phone, website) Step 3 β†’ Visit each website and crawl key pages (Home, Contact, About, Blog, Careers) Step 4 β†’ Extract public emails, phone numbers, and social media links Step 5 β†’ Deduplicate and normalize all contact data Step 6 β†’ Return structured results ready for export or API consumption ``` The workflow operates as both a dermatologist lead finder (discovery) and a dermatologist email extractor (extraction) in a single automated pipeline. *** #### ✨ Key Features ##### 🎯 Precise Location Targeting Pinpoint dermatology practices by city, state, or region. Build hyper-local dermatologist leads for campaigns or territory planning. ##### πŸ” Deep Website Crawl Goes beyond map listings. Crawls homepages, contact pages, about pages, and footers to surface every publicly listed dermatologist email and phone number using a reliable dermatologist email finder. ##### 🧭 Specialty-Aware Search Target niche terms like "cosmetic dermatology," "Mohs surgery," "pediatric dermatology," or "aesthetic clinics" to widen your dermatologist list and improve match rates from the dermatologist contact scraper. ##### 🧹 Smart De-Duplication Automatically removes duplicate emails per domain so your dermatologist data is clean and export-ready β€” no manual cleanup. ##### πŸ“Š Structured, CRM-Ready Output Normalized fields and consistent naming make it easy to drop results into HubSpot, Salesforce, Apollo, Instantly, or any outreach stack. Ideal for scaling dermatologist leads from the dermatologist data scraper. ##### 🌎 Multi-Location Scaling Run across dozens of cities at once. Choose combined totals or per-location caps β€” perfect for building a broad dermatologist list with the dermatologist lead scraper. ##### πŸ›‘οΈ Proxy-Ready for Reliability Built-in proxy support helps avoid rate limits and IP blocks, enabling stable, large-scale runs of your dermatologist contact finder. ##### ⏱️ Stop Exactly at Your Target The run halts as soon as your maxBusinesses limit is reached β€” no wasted compute, no overage. ##### πŸ”„ Schedulable & Repeatable Set it to run daily, weekly, or monthly to continuously refresh your dermatologist leads pipeline. *** #### 🎯 Use Cases ##### πŸ’Ό B2B Outreach & Sales - Build pitch lists for dermatology clinics, med spas, and skin cancer centers. - Use as a dermatologist lead finder to fuel cold email and call sequences. - Enrich territories for medical device and phototherapy vendors. ##### 🧴 Skincare, Pharma, and Aesthetics Vendors - Identify clinics offering cosmetic procedures, acne programs, and laser treatments. - The dermatologist lead scraper finds contacts you won’t see on directories. ##### πŸ§ͺ Clinical Research & Trials - Compile dermatologist list targets for investigator outreach and research cohorts. - Use the dermatologist contact scraper to gather public study email inboxes. ##### πŸ“£ Local & Regional Marketing - Launch geo-targeted ads and email campaigns using verified dermatologist email. - Combine multi-city runs to build a regional dermatologist list quickly. ##### πŸ—ƒοΈ CRM Enrichment & Data QA - Fill in missing emails, phone numbers, and social profiles with the dermatologist email finder. - Use the dermatologist data scraper to benchmark clinic density and coverage. ##### 🏒 Agency Client Delivery - Run weekly scrapes and deliver fresh dermatologist leads to clients on schedule. - White-label outputs and track growth across multiple regions. *** #### πŸ“ˆ How Many Results Can You Get? Scale from a small prospect list to a large, multi-market database β€” results depend on: - Number of locations added - Search term breadth (narrow vs. broad specialty) - Website density and email visibility in each market - maxBusinesses setting and per-location vs. combined mode - Proxy configuration and run timeout ##### Typical Output Ranges | Campaign Size | Businesses with Emails | |---|---| | Small (1–3 cities) | 20 – 100 | | Medium (5–15 cities) | 200 – 600 | | Large (20+ cities / states) | 800 – 1,000+ per run | Run across regions to steadily grow your dermatologist list without hitting hard limits. *** #### πŸ”Œ Integrations & Export Options Once your run completes, you can: | Option | Details | |---|---| | JSON | Full structured data download | | CSV / Excel | Import directly into spreadsheets | | Apify API | Stream results into your own apps or workflows | | Zapier / Make | Trigger automations when new leads are found | | Webhooks | Push results to your CRM or pipeline on run completion | Plug directly into Instantly, Smartlead, Apollo, HubSpot, Salesforce, or any outreach platform that accepts CSV/JSON imports of dermatologist leads. *** #### πŸ› οΈ Step-by-Step Usage Guide Step 1 β€” Log in to Apify\ Create a free account or sign in at apify.com. Step 2 β€” Open the Actor\ Search for "Dermatologist Email Scraper" in the Apify Store and click Try for free. Step 3 β€” Set Your Search Term\ Enter "Dermatologist" or a specialty variant like "pediatric dermatology" or "Mohs surgery". Step 4 β€” Add Target Locations\ Enter one or more city/state combos β€” e.g., "New York", "Los Angeles, California". Step 5 β€” Set Your Limit\ Choose how many businesses with emails you want β€” 20 for a quick test, up to 1,000 for a full campaign. Step 6 β€” Choose Scaling Strategy - Combined cap: The total across all locations combined - Per-location cap: Applies your limit independently to each city Step 7 β€” Enable Proxies\ Turn on Apify Proxy for stable, uninterrupted crawling at scale. Step 8 β€” Run πŸš€\ Click Start and let the Dermatologist Email Scraper do the work. Step 9 β€” Export\ Download as JSON, CSV, or Excel β€” or pull via API straight into your stack. *** #### βš–οΈ Legal & Compliance This actor collects only publicly available business contact information β€” emails and phone numbers published openly on websites. Best practices to stay compliant: - Only use publicly visible contact data - Do not bypass login walls or paywalls - Respect each website's robots.txt and Terms of Service - Include an unsubscribe option in all outreach - Follow applicable laws in your jurisdiction Relevant regulations to be aware of: - GDPR (European Union) - CAN-SPAM Act (United States) - CASL (Canada) - PECR (United Kingdom) This tool is intended for ethical business prospecting only. You are responsible for how you use the data collected by the dermatologist contact finder and dermatologist data scraper. *** #### ❓ Frequently Asked Questions Q: Does this scrape private or personal emails?\ A: No. The actor only extracts emails that are publicly visible on business websites β€” general practice inboxes, admin contacts, and inquiry addresses. It functions as a compliant dermatologist email extractor. Q: Can I search multiple cities in one run?\ A: Yes. Add as many locations as needed. Use per-location capping for even geographic distribution and a more balanced dermatologist list. Q: Does it deduplicate results?\ A: Yes. Emails are deduplicated per domain to keep your dermatologist leads clean and accurate. Q: How is this different from manual Google searching?\ A: Manual search is slow and inconsistent. This automated dermatologist lead scraper discovers clinics and extracts dermatologist email and phones at scale in minutes. Q: Do I need proxies?\ A: Not for small runs, but proxies are strongly recommended for 200+ business runs to reduce rate limits and maintain reliability. Q: How deep does the crawl go?\ A: The actor targets key pages (Home, Contact, About, Careers, Blog, and footer links) to find dermatologist email and social profiles efficiently. Q: Can I schedule recurring runs?\ A: Absolutely. Use Apify’s scheduler to run daily, weekly, or monthly and keep dermatologist leads fresh. Q: What niches does the search term support?\ A: Any Google Maps-searchable term β€” try "cosmetic dermatology", "pediatric dermatology", "Mohs surgery", or "skin clinic". Q: What export formats are available?\ A: JSON, CSV, and Excel. You can also consume results via the Apify API, webhooks, or Zapier/Make. Q: Can agencies white-label or resell this?\ A: Yes. Use the dermatologist lead finder to run on behalf of clients and deliver a recurring dermatologist list. *** #### πŸ§‘β€πŸ’» Support & Custom Solutions Have a question, feature request, or need a custom build? Email: scrapermindapi@gmail.com We’re happy to help with: - Custom input/output configurations - Specialty-aware targeting and filters - Bulk or enterprise run support - Integration assistance Built for marketers, vendors, and outreach teams who need accurate dermatologist leads at scale β€” fast with the Dermatologist Email Scraper. For any help or custom solution, contact via this mail: scrapermindapi@gmail.com # Actor input Schema ## `googleMapsSearchTerm` (type: `string`): Enter the business type or niche for email scraper (e.g., 'coffee shops', 'dentists'). ## `googleMapsLocation` (type: `array`): Target geographic location for the email scraper (e.g., 'Miami, Florida'). ## `maxBusinesses` (type: `integer`): Target number of businesses to find (1-1000). The scraper will stop when this target is reached. ## `scrapeMaxBusinessesPerLocation` (type: `boolean`): If enabled, the scraper will collect up to `maxBusinesses` results per location. If disabled, it combines all locations up to a single total limit. ## `proxyConfiguration` (type: `object`): Proxy settings for scraping. Recommended for large-scale scraping. ## Actor input object example ```json { "googleMapsSearchTerm": "Dermatologist", "googleMapsLocation": [ "New York" ], "maxBusinesses": 5, "scrapeMaxBusinessesPerLocation": false, "proxyConfiguration": { "useApifyProxy": true } } ``` # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "googleMapsSearchTerm": "Dermatologist", "googleMapsLocation": [ "New York" ], "maxBusinesses": 5, "proxyConfiguration": { "useApifyProxy": true } }; // Run the Actor and wait for it to finish const run = await client.actor("contacts-api/dermatologist-email-scraper").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`πŸ’Ύ 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); }); // πŸ“š Want to learn more πŸ“–? Go to β†’ 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 '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "googleMapsSearchTerm": "Dermatologist", "googleMapsLocation": ["New York"], "maxBusinesses": 5, "proxyConfiguration": { "useApifyProxy": True }, } # Run the Actor and wait for it to finish run = client.actor("contacts-api/dermatologist-email-scraper").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("πŸ’Ύ Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # πŸ“š Want to learn more πŸ“–? Go to β†’ https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "googleMapsSearchTerm": "Dermatologist", "googleMapsLocation": [ "New York" ], "maxBusinesses": 5, "proxyConfiguration": { "useApifyProxy": true } }' | apify call contacts-api/dermatologist-email-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=contacts-api/dermatologist-email-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Dermatologist Email Scraper", "description": "Dermatologist email scraper to extract verified dermatologist emails from skin clinics, hospitals, dermatology practices, and healthcare directories πŸ“§πŸ©Ί Perfect for healthcare outreach, recruitment, partnerships, and dermatology lead generation.", "version": "1.0", "x-build-id": "fq7el1CYsKnnhU87R" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/contacts-api~dermatologist-email-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-contacts-api-dermatologist-email-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/contacts-api~dermatologist-email-scraper/runs": { "post": { "operationId": "runs-sync-contacts-api-dermatologist-email-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/contacts-api~dermatologist-email-scraper/run-sync": { "post": { "operationId": "run-sync-contacts-api-dermatologist-email-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": [ "googleMapsLocation", "googleMapsSearchTerm" ], "properties": { "googleMapsSearchTerm": { "title": "Search Term", "type": "string", "description": "Enter the business type or niche for email scraper (e.g., 'coffee shops', 'dentists').", "default": "Dermatologist" }, "googleMapsLocation": { "title": "Location", "type": "array", "description": "Target geographic location for the email scraper (e.g., 'Miami, Florida').", "default": [ "New York" ], "items": { "type": "string" } }, "maxBusinesses": { "title": "Maximum Businesses With Emails", "minimum": 1, "maximum": 1000, "type": "integer", "description": "Target number of businesses to find (1-1000). The scraper will stop when this target is reached.", "default": 5 }, "scrapeMaxBusinessesPerLocation": { "title": "Scrape Max Businesses Per Location", "type": "boolean", "description": "If enabled, the scraper will collect up to `maxBusinesses` results per location. If disabled, it combines all locations up to a single total limit.", "default": false }, "proxyConfiguration": { "title": "Proxy Configuration", "type": "object", "description": "Proxy settings for scraping. Recommended for large-scale scraping." } } }, "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 } } } } } } } } } } ```