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Magicbricks.com Property Data Extraction Made Simple

In India's rapidly evolving real estate market, Magicbricks.com stands as the country's No.1 property portal with monthly traffic exceeding 6 million visits and over 5 lakh active property listings. For real estate professionals, investors, market researchers, and data analysts, accessing this vast repository of property information manually can be time-consuming and inefficient. The Magicbricks Property Details Scraper addresses this challenge by automating the extraction of comprehensive property data, enabling users to gather market intelligence at scale.

This leading platform provides a common ground for property buyers and sellers across India, offering over 10 lakh+ property listings spanning residential and commercial properties in 50+ cities. The sheer volume and richness of data available make it an invaluable resource for understanding market trends, pricing patterns, and property characteristics across different Indian markets.

Comprehensive Property Data Extraction Solution

The Magicbricks Property Details Scraper is a sophisticated tool designed to extract detailed property information from individual property listing pages on Magicbricks.com. Unlike basic scrapers that collect surface-level data, this solution captures over 35 distinct data fields, providing users with comprehensive property profiles that include everything from basic specifications to detailed amenities and agent information.

This scraper is particularly valuable for real estate agencies conducting market analysis, property investment firms performing due diligence, real estate technology companies building databases, and researchers studying housing market trends. The tool's ability to process multiple property URLs simultaneously while maintaining data accuracy makes it an essential resource for professionals who need reliable, structured property data.

The scraper incorporates advanced features including proxy rotation and retry mechanisms to ensure consistent data collection while respecting website policies. Its robust architecture handles various property types including apartments, builder floors, independent houses, plots, and commercial properties, making it versatile across different real estate segments.

Input and Output Specifications

Example url 1: https://www.magicbricks.com/mbldp/propertyDetails/2-BHK-850-Sq-ft-Builder-Floor-Apartment-FOR-Sale-Rohini-Sector-24-in-New-Delhi&id=4d423536373430313639

Example url 2: https://www.magicbricks.com/propertyDetails/4-BHK-4000-Sq-ft-Multistorey-Apartment-FOR-Sale-Doddakannelli-in-Bangalore&id=4d423738303532313231

Example url 3: https://www.magicbricks.com/propertyDetails/2-BHK-959-Sq-ft-Multistorey-Apartment-FOR-Sale-Hosur-Road-in-Bangalore&id=4d423738303531333833

Example Screenshot of property information page:

Input Format

The scraper accepts a straightforward JSON configuration that allows users to customize the extraction process according to their specific requirements:

{
  "max_retries_per_url": 2, // Maximum waiting time when accessing the links you provided.
  "proxy": { // Add a proxy to ensure that during the data collection process, you are not detected as a bot.
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL" 
    ],
    "apifyProxyCountry": "SG" // You should choose an Country that coincides with the Country you want to collect data from
  },
  "urls": [ // Links to property information pages.
    "https://www.magicbricks.com/mbldp/propertyDetails/2-BHK-850-Sq-ft-Builder-Floor-Apartment-FOR-Sale-Rohini-Sector-24-in-New-Delhi&id=4d423536373430313639",
    "https://www.magicbricks.com/propertyDetails/4-BHK-4000-Sq-ft-Multistorey-Apartment-FOR-Sale-Doddakannelli-in-Bangalore&id=4d423738303532313231",
    "https://www.magicbricks.com/propertyDetails/2-BHK-959-Sq-ft-Multistorey-Apartment-FOR-Sale-Hosur-Road-in-Bangalore&id=4d423738303531333833"
  ]
}

• URLs - Links to property information pages. You can paste URLs one at a time or use the Bulk Edit section to add a prepared list.
• Limit the number of retries - Maximum number of retries for each URL when collecting data when an unexpected error occurs.
• Proxy configuration - Add a proxy to ensure that during the data collection process, you are not detected as a bot.

Output Structure and Field Explanations

You get the output from the Magicbricks.com Property Details Scraper stored in a tab. The following is an example of the Information Fields collected after running the Actor.

[ // List of property information
  {
    "id": "56740169",
    "url": "https://www.magicbricks.com/propertyDetails/2-BHK-850-Sq-ft-Builder-Floor-Apartment-FOR-Sale-Rohini-Sector-24-in-New-Delhi-r10&id=4d423536373430313639",
    "name": "Buy 2 BHK Builder Floor Apartment in Sector 24 Rohini, New Delhi - 850 Sq-ft  near vikas bharti school ",
    "posted_date": "Nov 20, '24",
    "amenities": "Garden/Park Facing Main Road Facing ",
    "price": 5900000.0,
    "price_per_sq_ft": 6941.0,
    "currency": "₹",
    "description": "Property Sale Price - 59 Lac ✓ Rate/Sq-ft Rs 6941.0  ✓ 850 Sq-ft - 2 BHK This a semi furnished 2 bedrooms flat is located on the First floor has an area of 450 sqft",
    "seo_description": "2 BHK This a semi furnished 2 bedrooms flat is located on the First floor has an area of 450 sqft. The flat provides an excellent view as it overlooks the garden or park. It faces east direction and is vaastu compliant. The flat has granite marble and wooden flooring. There is 12 hours available water supply and less than no or rare power cut. It also has 4 common parking and more than 6 parks in each pocket there are more than 20 schools in the radius of 1 km.",
    "landmark": "near vikas bharti school",
    "location": {
      "lat": 28.72593879699707,
      "lng": 77.09730529785156
    },
    "owner_name": "Deepak  Sharma",
    "company_name": "Sharma Estate",
    "carpet_area": 800.0,
    "covered_area": 850.0,
    "balconies": 1,
    "bathrooms": 2,
    "facing": "North",
    "floors": 4,
    "city_name": "New Delhi",
    "bedrooms": 2,
    "address": " Office No. 43, Pocket-20, Sector-24, Rohini, New D..., New Delhi, Delhi NCR, 110085, India",
    "carpet_area_sqft": 7375.0,
    "covered_area_sqft": 6941.0,
    "carp_area_unit": "Sq-ft",
    "cov_area_unit": "Sq-ft",
    "operating_since": "2002",
    "image_urls": [
      "https://img.staticmb.com/mbphoto/property/cropped_images/2024/Feb/13/Photo_h300_w450/56740169_1_PropertyImage1707814252119_300_450.jpg",
      "https://img.staticmb.com/mbphoto/property/cropped_images/2024/Feb/13/Photo_h300_w450/56740169_5_PropertyImage1707814289056_300_450.jpg",
      "https://img.staticmb.com/mbphoto/property/cropped_images/2024/Feb/13/Photo_h300_w450/56740169_6_PropertyImage1707814304439_300_450.jpg",
      "https://img.staticmb.com/mbphoto/property/cropped_images/2024/Feb/13/Photo_h300_w450/56740169_7_PropertyImage1707814310779_300_450.jpg",
      "https://img.staticmb.com/mbphoto/property/cropped_images/2024/Feb/13/Photo_h300_w450/56740169_8_PropertyImage1707814323766_300_450.jpg"
    ],
    "emi_price": 26610.0,
    "price_include": "Includes PLC, Car Parking",
    "completion_score": 83.0,
    "bookingAmount_exact": 51000.0,
    "maintenance_charges": 100.0,
    "additional_room": [
      "Study"
    ],
    "locality_details": {
      "localityName": "Sector 24 Rohini",
      "cityName": "2624",
      "localityId": "78160"
    },
    "agent_details": {
      "noOfVerifiedProperties": 19,
      "noOfBuyersServed": 2008,
      "rmin": "14,000",
      "rmax": "14,000",
      "smin": "59.0 Lac",
      "smax": "2.40 Cr",
      "crisilRatings": {
        "trackRecord": 0,
        "marketReach": 0,
        "experience": 0,
        "customerFeedback": 0
      },
      "dealingIn": null,
      "operatingIn": [
        " Sector 25 Rohini",
        " Sector 9 Rohini",
        " Sector 24 Rohini "
      ],
      "agentDetailUrl": "http://www.magicbricks.com/top-agent-details/company-sharma-estate-in-new-delhi-agentid-4d4235393938323632",
      "noOfEmployees": 0,
      "expertIn": "",
      "dealingInStr": null,
      "operatingInStr": " Sector 25 Rohini",
      "operatingInCount": "2",
      "yearsOfExperience": 23,
      "alsoDealingInCount": null,
      "agentimgTop": "https://img.staticmb.com/mbimages/user/Photo_h80_w120/5998262_Deepak%2020160614_152440_80_120.jpg",
      "agentimgBottom": "https://img.staticmb.com/mbimages/user/Photo_h180_w240/5998262_Deepak%2020160614_152440_180_240.jpg",
      "imgUrlNewAdmin": null
    },
    "facilities_desc": "Park, Reserved Parking, Security, Water Storage, Vaastu Compliant, Visitor Parking, Intercom Facility, Waste Disposal, Piped Gas"
  }, // ... Many other property details
]

The scraper delivers a comprehensive JSON output containing 35+ data fields that capture every aspect of a property listing. Here's what each field represents and its practical applications:

Core Identification Fields:

• ID: Unique property identifier for database management and cross-referencing
• URL: Original property page link for verification and future access
• Name: Property title as listed, essential for marketing and identification purposes

Pricing and Financial Information:

• Price: Listed property price for investment analysis and market comparison
• Price per Sq Ft: Critical metric for value assessment and market benchmarking
• Currency: Ensures proper financial calculations across different markets
• EMI Price: Monthly installment information valuable for affordability analysis
• Booking Amount Exact: Initial payment requirements for buyer planning
• Maintenance Charges: Ongoing costs affecting total ownership expenses

Property Specifications:

• Carpet Area/Covered Area: Actual usable space vs. total built-up area measurements
• Bedrooms/Bathrooms/Balconies: Configuration details for space planning and target audience identification
• Floors: Property level information affecting pricing and desirability
• Facing: Direction orientation impacting natural light and ventilation

Location and Accessibility:

• Address/Location/City Name: Geographic positioning for location-based analysis
• Landmark: Reference points for navigation and area recognition
• Locality Details: Neighborhood characteristics affecting property value

Contact and Business Information:

• Owner Name/Company Name: Direct contact information for transactions
• Agent Details: Professional intermediary information for negotiations
• Operating Since: Business establishment timeframe indicating reliability

Marketing and Content:

• Description/SEO Description: Detailed property narratives for marketing purposes
• Image URLs: Visual assets for presentation and marketing materials
• Amenities: Facility listings affecting property attractiveness and pricing

Quality and Status Indicators:

• Posted Date: Listing freshness for market timing analysis
• Completion Score: Data completeness metric for quality assessment
• Price Include: Transparency on what's covered in the listed price

This structured output enables users to perform comparative market analysis, identify investment opportunities, track pricing trends, and build comprehensive property databases for various business applications.

Step-by-Step Usage Guide

Getting started with the Magicbricks Property Details Scraper requires minimal technical expertise while delivering professional-grade results. Begin by collecting the specific property page URLs from Magicbricks.com that you want to analyze. These URLs should be the detailed property pages rather than search result pages for optimal data extraction.

Configure your input parameters based on your extraction volume and requirements. For large-scale operations, enable proxy usage to distribute requests and avoid rate limiting. Set appropriate retry values to handle temporary connectivity issues without overwhelming the target servers. The recommended approach is to start with smaller batches to test your configuration before scaling to larger datasets.

Monitor the extraction process through the provided logs and status indicators. The scraper provides real-time feedback on successful extractions, retry attempts, and any encountered errors. For best results, space out your extraction batches and respect the website's terms of service.

When processing large datasets, consider implementing data validation checks on the output to ensure consistency and completeness. The completion score field helps identify records that may need manual review or re-extraction.

Business Benefits and Applications

The Magicbricks Property Details Scraper delivers significant time savings by automating what would otherwise require hours of manual data collection. A task that might take a research team days to complete manually can be accomplished in minutes, freeing up valuable human resources for analysis and strategic decision-making.

Real estate professionals use this tool for competitive analysis, market trend identification, and portfolio management. Investment firms leverage the data for due diligence processes, risk assessment, and opportunity identification across different market segments. Property technology companies integrate this data into their platforms for enhanced user experiences and market insights.

The structured data output enables advanced analytics including price prediction modeling, market segmentation analysis, and investment return calculations. Marketing teams use the extracted content and images for creating comparative presentations and market reports.

Conclusion

The Magicbricks Property Details Scraper represents a powerful solution for accessing India's largest property database efficiently and systematically. With its comprehensive data extraction capabilities and user-friendly configuration, it empowers real estate professionals to make data-driven decisions with confidence.

Whether you're conducting market research, building a property database, or seeking investment opportunities, this scraper provides the reliable, structured data you need to succeed in India's dynamic real estate market. Start extracting valuable property insights today and transform how you approach real estate data collection.

Related Actors

• Magicbricks.com Property Search Scraper: Your comprehensive tool for extracting valuable property information from Magicbricks.com's extensive real estate platform.

Your feedback

We are always working to improve Actors' performance. So, if you have any technical feedback about Magicbricks.com Property Details Scraper or simply found a bug, please create an issue on the Actor's Issues tab in Apify Console.