# Practo Doctor Scraper 🏥 (`easyapi/practo-doctor-scraper`) Actor

Scrape detailed doctor information from Practo.com, including doctor profiles, qualifications, practice details, fees, ratings, and services. Perfect for healthcare market research and doctor directory building.

- **URL**: https://apify.com/easyapi/practo-doctor-scraper.md
- **Developed by:** [EasyApi](https://apify.com/easyapi) (community)
- **Categories:** Lead generation, Integrations, Other
- **Stats:** 167 total users, 11 monthly users, 100.0% runs succeeded, 2 bookmarks
- **User rating**: No ratings yet

## Pricing

from $4.99 / 1,000 results

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.

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

## Practo Doctor Scraper 🏥

Scrape comprehensive doctor information from Practo.com, India's leading healthcare platform. This actor helps you extract detailed information about doctors, their practices, and services offered.

### 🔍 Features

- Extracts detailed doctor profiles including:
  - Basic information (name, ID, specialization)
  - Professional qualifications and experience
  - Practice details (clinic/hospital information)
  - Consultation fees
  - Patient ratings and reviews
  - Complete list of services offered
  - Location data
  - Profile images and summaries

### 💡 Use Cases

- Healthcare market research
- Building doctor directories
- Analyzing healthcare service distribution
- Competitive analysis for healthcare providers
- Patient decision support systems

### 🎯 Input Parameters

| Parameter | Type | Description |
|-----------|------|-------------|
| searchUrls | Array | List of Practo search URLs to scrape |
| maxItems | Number | Maximum number of doctors to scrape (default: 50) |

### 📊 Output

The actor outputs detailed JSON data for each doctor, including:
- Doctor's personal and professional information
- Practice details and location
- Consultation fees
- Patient ratings and statistics
- Comprehensive list of services offered
- Professional qualifications
- Practice timings and availability

### 📝 Notes

- Respects Practo.com's robots.txt and implements reasonable delays
- Uses advanced browser automation to handle dynamic content
- Provides structured, clean data ready for analysis
- Handles pagination automatically

### 💪 Limitations

- Only works with public doctor profiles
- Rate limited to respect website's terms of service
- Some profile details may vary based on doctor's information availability


#### Input Example
  
A full explanation of an input example in JSON.  
```json
{
    "searchUrls": [
        "https://www.practo.com/search/doctors?results_type=doctor&q=%5B%7B%22word%22%3A%22Dentist%22%2C%22autocompleted%22%3Atrue%2C%22category%22%3A%22subspeciality%22%7D%5D&city=Bangalore"
    ],
    "maxItems": 30
}
````

#### Output sample

The results will be wrapped into a dataset which you can always find in the **Storage** tab. Here's an excerpt from the data you'd get if you apply the input parameters above:

And here is the same data but in JSON. You can choose in which format to download your data: JSON, JSONL, Excel spreadsheet, HTML table, CSV, or XML.

```json
[
    {
        "searchUrl": "https://www.practo.com/search/doctors?results_type=doctor&q=%5B%7B%22word%22%3A%22Dentist%22%2C%22autocompleted%22%3Atrue%2C%22category%22%3A%22subspeciality%22%7D%5D&city=Bangalore",
        "doctorId": 353643,
        "doctorName": "Dr. Rashmi Shetty",
        "profileUrl": "https://www.practo.com/bangalore/doctor/dr-rashmi-shetty-3-dentist?practice_id=745107&specialization=Dentist&referrer=doctor_listing&page_uid=783340f7-0522-4d20-97b8-8613c146e84d",
        "specialization": "Dentist",
        "experience": 20,
        "qualifications": [
            {
                "degree": "BDS",
                "college": "JSS Dental College  Hospital",
                "year": 2005
            },
            {
                "degree": "MDS - Conservative Dentistry & Endodontics",
                "college": "SDM College of Dental Sciences, Dharwad",
                "year": 2009
            }
        ],
        "practice": {
            "name": "Chisel Dental",
            "type": "Clinic",
            "address": {
                "line1": "18, 1st Main, Koramangala 1st Block, Jakkasandra Extension",
                "line2": null,
                "locality": "Koramangala",
                "city": "Bangalore",
                "zipcode": "560034",
                "country": "India"
            },
            "timings": [
                {
                    "end_time": "20:59",
                    "begin_time": "09:00",
                    "available_days": [
                        "MONDAY",
                        "WEDNESDAY",
                        "THURSDAY",
                        "FRIDAY",
                        "SATURDAY",
                        "SUNDAY"
                    ]
                }
            ]
        },
        "fees": {
            "amount": 350,
            "currency": "INR"
        },
        "ratings": {
            "recommendationPercent": 99,
            "patientsCount": 4390,
            "reviewsCount": 4390
        },
        "services": [
            "Cosmetic/ Aesthetic Dentistry",
            "Smile Design",
            "Veneers / Laminates",
            "Laser Dentistry",
            "Inman Aligners Specialist",
            "RCT - Root Canal Treatment",
            "Conservative Dentistry",
            "Aesthetic Dentistry",
            "Teeth Grinding",
            " Tooth Extraction",
            "Artificial Teeth",
            "Painful Teething ",
            "Impaction / Impacted Tooth Extraction",
            "Wisdom Tooth Extraction",
            "Tooth Coloured Fillings",
            "Composite tooth filling",
            "Discolored Tooth Restoration",
            "Surgical Tooth Extraction",
            "Dental X-Ray",
            "GIC Tooth Fillings",
            "Tooth Decay",
            "Dental Surgery",
            " Cavities",
            "Oral Surgery Procedures",
            "Wedding Smile Planner",
            "Scaling / Polishing",
            "Bleeding Gums Treatment",
            "Bad Breath Solutions",
            "Public health dentist",
            "Broken Tooth Treatment",
            "Receding gums",
            "Dental Braces Fixing",
            "Braces Adjustment",
            "Metal Braces Fixing",
            "Ceramic Dental Braces",
            "Ceramic Braces Fixing",
            "Dental Restoration",
            "Restoration Aesthetics",
            "Restorative Dentist",
            "General  Dentistry",
            "Dental Fillings",
            "Dental Sleep Medicine (Snoring and Sleep Apnea Management)",
            "Gum Disease Treatment/ Surgery",
            "Laser Gingivoplasty",
            "Space Maintainers",
            "Occlusual Therapy",
            "Gap Closing",
            "Dental Checkup (General)",
            "Complete/Partial Dentures Fixing",
            "Fixed Partial Denture (FPD)",
            "BPS Dentures Fixing",
            "Dental prophylaxis",
            "Cosmetic Filling",
            "Orthognathic Surgery",
            "Straightening Teeth (Conventional Braces)",
            "Mouth Guard",
            "Presurgical Orthodontics",
            "RCT - Single Sitting",
            "Endo Surgery Or Apicoectomy",
            "Oral Rehabilitation",
            "Jaw Orthopedics",
            "Oral Prophylaxis",
            "Flap Surgery",
            "Invisible/Clear Braces",
            "TMJ Therapy",
            "Prosthetics",
            "Full Denture (Acrylic)",
            "Acrylic Partial Denture",
            "Teeth Straightening",
            "Cosmetic Makeovers",
            "Ceramic Crowns and Bridges Fixing",
            "Teeth - Jewellery",
            "Mucogingival Surgery",
            "Oral & Maxillofacial Surgery",
            "Removal Partial Denture (RPD)",
            "Porcelain inlays and onlays",
            "Dental screening and prophylaxis",
            "Periodontal Flap Surgery",
            "Porcelain Veneers",
            "Maxillofacial Trauma",
            "Cosmetic Veneers/Bonding",
            "Laser Surgery",
            "Dental Cleaning",
            "Reconstruction & Rehabilitation",
            "Dental Sealant",
            "Immediate Dentures",
            "Post and Core",
            "Dental Examinations",
            "Implant Rehabilitation",
            "Flexible Partial/Complete Denture",
            "Orthodontic Treatment",
            "Thineers",
            "Pulpectomy",
            "Laminates",
            "Pit and Fissure Sealant",
            "Smile designing",
            "Ceramic Veneers / Crowns ",
            "Bone Grafting for Dental Implants",
            "Myofunctional Orthodontics",
            "Inlays and Onlays",
            "Maxillo Facial Prosthodontics",
            "Bone Grafting",
            "Bad Breath (Halitosis) Treatment",
            "Invisible Orthodontics",
            "Zirconia Crowns",
            "Re-Root Canal Treatment",
            "Fixed Prosthodontics",
            "childrens dentistry",
            "Partial Denture (Metal Based)",
            "Amalgam Removal",
            "TMJ Pain Management",
            "Lingual Orthodontics",
            "Damon System",
            "Alveolectomy",
            "Gingivoplasty",
            "Implant Prosthesis",
            "Advanced surgery in Implantology",
            "Mouth Bleed",
            "Orthotic Splints",
            "Acrylic prosthesis",
            "Retention implant dentures",
            "Laser Gum Surgery",
            "Straightening Teeth (Invisalign) ",
            "Overdentures Fixing",
            "Laser Depigmentation",
            "Implant Retained Dentures",
            "Palate Surgery",
            "Scraping Periodontal",
            "Composite Bondings",
            "Partial Denture of mold",
            "Preparation for Dentures",
            "Osseointegrated implants",
            "Full Mouth Rehabilitation",
            "TMJ Disorders",
            "Tongue Tie Release",
            "TMJ",
            "Surgical treatment for oral submucous fibrosis",
            "Oral Medicine and Radiology",
            "Toothache",
            "Teeth Reshaping",
            "Facial aesthetics",
            "Atypical Swallowing Treatment",
            "Cast Partial Denture",
            "Channel Treatment",
            "Crowns and Bridges Fixing",
            "Dental Implant Fixing",
            "Teeth Whitening",
            "Oral Lesions Screening",
            "Temporomandibular Joint Disorder",
            "Tooth Air Polishing",
            "Pyorrhoea Treatment",
            "Facet Dental",
            "Maxillofacial Prosthetics",
            "Temporomandibular dysfunction",
            "Temporomandibular Joint Dysfunction - ATM",
            "Traumatic injuries Dental",
            "Laser Lip Surgery",
            "Microscope Assisted Root Canal Treatment",
            "Maxillary Obturator Fixing"
        ],
        "location": {
            "latitude": 12.92777,
            "longitude": 77.63721
        },
        "imageUrl": "https://imagesx.practo.com/providers/dr-rashmi-shetty-endodontist-bangalore-9975a1fc-248b-4879-83cb-e57fa5f171ac.jpg",
        "summary": "Dr. Rashmi Shetty having completed her graduation (BDS) in the esteemed JSS Dental College and Research Center, Mysore in the year 2004, further pursued her post graduation -  Masters in Dental Surgery (MDS) in the field of Endodontics (Root Canals) and Restorative Dentistry (Cosmetics/Restorations/Iaminates) from another established Institute – SDM College of Dental Sciences, Dharwad, Karnataka completing in the year 2009 clearing with university rank. Her interest in covering all aspects of Esthetic Dentistry further led to her pursuing latest advancements in Dentistry acquiring certifications in  \"Clear Aligners\" and \"Inman Aligners \" and \"Laser Dentistry\" . She is also a practicing Aesthetic Dentist at Chisel Dental Clinic."
    },
    ...
]
```

### Related Actors

- 👨‍⚕️ [WebMD Doctor Scraper](https://apify.com/easyapi/webmd-doctor-scraper) - Extract comprehensive doctor profiles and reviews from WebMD search results.
- 🏥 [Netmeds Product Scraper](https://apify.com/easyapi/netmeds-product-scraper) - Extract detailed medical product information from Netmeds.com.
- 🔍 [Google Search Scraper](https://apify.com/easyapi/google-search-scraper) - Powerful Google search scraper with flexible search options and language support.
- 📊 [Google Maps Scraper](https://apify.com/easyapi/google-maps-scraper) - Extract detailed business data including medical facilities from Google Maps.
- 🔍 [Article Content Extractor](https://apify.com/easyapi/article-content-extractor) - Extract clean article content and metadata from medical and health websites.
- 📧 [Email & Contact Extractor From Any Web](https://apify.com/easyapi/email-contact-extractor-from-any-web) - Extract contact information from medical websites and directories.
- 🏥 [Zomato Restaurant Reviews Scraper](https://apify.com/easyapi/zomato-restaurant-reviews-scraper) - Extract detailed review data with similar review extraction capabilities.
- 🔍 [PubMed Search Scraper](https://apify.com/easyapi/pubmed-search-scraper) - Extract medical research papers and academic articles from PubMed.
- 📊 [URL Metadata Crawler](https://apify.com/easyapi/url-metadata-crawler) - Extract comprehensive metadata from medical and healthcare websites.
- 🔍 [Keyword Suggestions Scraper](https://apify.com/easyapi/keyword-suggestions-scraper) - Get keyword suggestions from multiple search engines for medical terms.
- 📱 [Phone Number Validation](https://apify.com/easyapi/phone-number-validation) - Validate and parse contact information for medical professionals.
- 📄 [Text Summarization](https://apify.com/easyapi/text-summarization) - Automatically generate concise summaries of medical content.
- 🔍 [Keyword Density Checker](https://apify.com/easyapi/keyword-density-checker) - Analyze medical content for keyword optimization.
- 🌍 [Countries Data Scraper](https://apify.com/easyapi/countries-data-scraper) - Extract country-specific healthcare and medical data.
- 🔍 [Discover & Verify Professional Emails](https://apify.com/easyapi/discover-verify-professional-emails) - Find and verify email addresses of medical professionals.

# Actor input Schema

## `searchUrls` (type: `array`):

List of Practo search URLs to scrape

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

Maximum number of doctors to scrape

## Actor input object example

```json
{
  "searchUrls": [
    "https://www.practo.com/search/doctors?results_type=doctor&q=%5B%7B%22word%22%3A%22Dentist%22%2C%22autocompleted%22%3Atrue%2C%22category%22%3A%22subspeciality%22%7D%5D&city=Bangalore"
  ],
  "maxItems": 30
}
```

# 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 = {};

// Run the Actor and wait for it to finish
const run = await client.actor("easyapi/practo-doctor-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 = {}

# Run the Actor and wait for it to finish
run = client.actor("easyapi/practo-doctor-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 '{}' |
apify call easyapi/practo-doctor-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Practo Doctor Scraper 🏥",
        "description": "Scrape detailed doctor information from Practo.com, including doctor profiles, qualifications, practice details, fees, ratings, and services. Perfect for healthcare market research and doctor directory building.",
        "version": "0.0",
        "x-build-id": "JyoDGwqjjnP20wI10"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/easyapi~practo-doctor-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-easyapi-practo-doctor-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/easyapi~practo-doctor-scraper/runs": {
            "post": {
                "operationId": "runs-sync-easyapi-practo-doctor-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/easyapi~practo-doctor-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-easyapi-practo-doctor-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "searchUrls"
                ],
                "properties": {
                    "searchUrls": {
                        "title": "Search URLs",
                        "uniqueItems": true,
                        "type": "array",
                        "description": "List of Practo search URLs to scrape",
                        "default": [
                            "https://www.practo.com/search/doctors?results_type=doctor&q=%5B%7B%22word%22%3A%22Dentist%22%2C%22autocompleted%22%3Atrue%2C%22category%22%3A%22subspeciality%22%7D%5D&city=Bangalore"
                        ],
                        "items": {
                            "type": "string"
                        }
                    },
                    "maxItems": {
                        "title": "Maximum Items",
                        "minimum": 1,
                        "type": "integer",
                        "description": "Maximum number of doctors to scrape",
                        "default": 30
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
