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Housing.com Property Data Extraction Made Simple

Introduction

Housing.com is a Mumbai-based real estate search portal which allows customers to search for apartments for rent and sale based on geography, number of rooms, and various other filters. The company has 6,000 brokers and serves 40 cities in India, making it one of India's leading property platforms. For real estate professionals, investors, and market analysts, manually collecting property data from Housing.com can be incredibly time-consuming and inefficient.

Real estate web scraping is the automated extraction of data from property websites, making it easy to access listings, prices, and market insights in bulk. The Housing.com Property Details Scraper addresses this challenge by automating the data collection process, enabling users to extract comprehensive property information from multiple listings simultaneously.

Overview of Housing.com Property Scraper

The Housing.com Property Details Scraper is a powerful automation tool designed to extract comprehensive property information from Housing.com listings efficiently. This scraper can process multiple property URLs simultaneously, collecting detailed information including pricing, property features, location data, and seller details.

The scraper is particularly valuable for real estate professionals, market researchers, property investors, and data analysts who need regular access to property market data. Housing.com real estate data extraction services facilitate the integration of property data into CRM systems, analytics tools, and other platforms for seamless data management and utilization.

Key advantages include automated data collection, consistent data formatting, scalable processing capabilities, and integration-ready output formats. The tool eliminates manual browsing and copy-pasting, significantly reducing the time required for market research and competitive analysis.

Input and Output Details

Example url 1: https://housing.com/in/buy/projects/page/290152-meghna-ashraya-by-meghna-aakar-constructions-in-goregaon-east

Example url 2: https://housing.com/in/buy/projects/page/325429-crescent-park-by-sunteck-realty-limited-in-kalyan-west

Example url 3: https://housing.com/in/buy/projects/page/344203-purva-panorama-by-puravankara-limited-in-thane-west

Example Screenshot of property information page:

Input Format

The scraper requires a JSON configuration file with the following structure:

{
  "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://housing.com/in/buy/projects/page/290152-meghna-ashraya-by-meghna-aakar-constructions-in-goregaon-east"
  ]
}

Input Parameters Explained:

• max_retries_per_url: Defines the maximum number of retry attempts for each URL if the initial request fails
• proxy: Configuration for proxy usage to avoid detection and ensure reliable data collection
• useApifyProxy: Boolean flag to enable Apify's proxy service
• apifyProxyGroups: Specifies proxy type (RESIDENTIAL recommended for Housing.com)
• apifyProxyCountry: Country code for proxy location (should match target region for optimal results)
• urls: Array of Housing.com property page URLs to scrape

Output Format

You get the output from the Housing.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": "290152",
    "url": "/in/buy/projects/page/290152-meghna-ashraya-by-meghna-aakar-constructions-in-goregaon-east",
    "name": "Meghna Ashraya",
    "subtitle": "1, 2 BHK Apartments",
    "image_url": "https://is1-3.housingcdn.com/4f2250e8/077fb7154e8bba0313138a977836f617/v0/version/meghna_ashraya-goregaon_east-mumbai-meghna_aakar_constructions.jpeg",
    "polygons_hash": {
      "h_district": {
        "name": null,
        "uuid": null,
        "url_name": null,
        "display_name": null
      },
      "city": {
        "name": "Mumbai",
        "uuid": "1ca99c33e3d8b987ccf1",
        "url_name": "mumbai",
        "display_name": [
          "Mumbai",
          "Maharashtra"
        ]
      },
      "neighbourhood": {
        "name": null,
        "uuid": null,
        "url_name": null,
        "display_name": null
      },
      "housing_region": {
        "name": "Western Suburbs",
        "uuid": "d135fb588e8bb80e1fa2",
        "url_name": "western_suburbs_1",
        "display_name": [
          "Western Suburbs",
          "Mumbai"
        ]
      },
      "locality": {
        "name": "Goregaon East",
        "uuid": "e986d151d562723d4031",
        "url_name": "goregaon_east",
        "display_name": [
          "Goregaon East",
          "Mumbai"
        ]
      },
      "sublocality": {
        "name": "Jay Prakash Nagar",
        "uuid": "4c2418ffae6e683c185c",
        "url_name": "jay_prakash_nagar",
        "display_name": [
          "Jay Prakash Nagar",
          "Goregaon East",
          "Mumbai"
        ]
      },
      "state": {
        "name": "Maharashtra",
        "uuid": "82b2a9c2e9b437c9ffdc",
        "url_name": "maharashtra",
        "display_name": null
      },
      "region": {
        "name": "Mumbai Metropolitan Region",
        "uuid": "7318a08bb6570a26e893",
        "url_name": "mmr",
        "display_name": [
          "Mumbai Metropolitan Region",
          "Maharashtra"
        ]
      },
      "housing_state": {
        "name": null,
        "uuid": null,
        "url_name": null,
        "display_name": null
      }
    },
    "current_possession_status": "Under Construction",
    "is_active_property": true,
    "is_most_contacted": false,
    "features": [
      {
        "label": "Configurations",
        "meta": null,
        "metaLink": null,
        "id": "configs",
        "description": "1, 2 BHK Apartments",
        "position": 8,
        "icon": "configs"
      },
      {
        "label": "Possession Starts",
        "meta": null,
        "metaLink": {},
        "id": "possession",
        "description": "Dec, 2025",
        "position": 7,
        "icon": "possession"
      },
      {
        "label": "Avg. Price",
        "meta": null,
        "metaLink": null,
        "id": "avgPrice",
        "description": "₹30.02 K/sq.ft",
        "position": 6,
        "icon": "avgPrice"
      },
      {
        "label": "Sizes",
        "meta": "Carpet Area",
        "metaLink": null,
        "id": "sizeConfig",
        "description": "404 - 594 sq.ft.",
        "position": 2,
        "icon": "sizeConfig"
      }
    ],
    "min_price": 12011893.0,
    "max_price": 18005133.0,
    "currency": "₹",
    "price_display_value": "₹1.2 Cr - 1.8 Cr",
    "address": {
      "address": "Goregaon East, Western Suburbs, Mumbai",
      "detailedPropertyAddress": null
    },
    "posted_date": "2022-12-14T18:30:00.000Z",
    "promotions": [],
    "coords": [
      "19.162945",
      "72.855606"
    ],
    "property_information": {
      "bedrooms": 1,
      "parking": null,
      "area": "404 sq.ft",
      "price": "1.2 Cr"
    },
    "seller": [
      {
        "name": "Meghna Aakar Constructions",
        "id": "7bf51d7e-675e-4a67-81d6-93b1c8243633",
        "image": null,
        "type": "Developer",
        "isPrime": false,
        "isPaid": false,
        "sellerBadge": null,
        "designation": "Developer",
        "url": "/buy-projects-by-meghna-aakar-constructions-bid-24862157-Aavrlqmh2r0qcrigx173ik9po3",
        "meta": {
          "primaryTags": [],
          "secondaryTags": [],
          "paid": false,
          "adDeficit": 0,
          "priceRange": "₹ 1.2 Cr - 1.8 Cr"
        },
        "isFeaturedAgent": null,
        "phone": {
          "partialValue": "02242....."
        },
        "isCertifiedAgent": null,
        "contactPersonId": 3
      }
    ],
    "emi": "₹59.63 K",
    "brands": [
      {
        "id": "7bf51d7e-675e-4a67-81d6-93b1c8243633",
        "name": "Meghna Aakar Constructions",
        "url": "/buy-projects-by-meghna-aakar-constructions-bid-24862157-Aavrlqmh2r0qcrigx173ik9po3",
        "stats": [
          {
            "label": "Total Projects",
            "description": "1"
          }
        ],
        "firmImage": null,
        "brandDescription": "",
        "image": null,
        "experience": ""
      }
    ],
    "details": {
      "averagePrice": "₹30.02 K/sq.ft",
      "config": {
        "propertyConfig": [
          {
            "key": "2",
            "label": "1 BHK",
            "propertyTypeName": "Apartment",
            "propertyTypeId": 1,
            "range": "1.2 Cr",
            "data": [
              {
                "id": "963551",
                "price": {
                  "value": 12011893,
                  "displayValue": "₹ 1.2 Cr",
                  "unit": null,
                  "deposit": null,
                  "description": null
                },
                "unitsAvailable": null,
                "areaConfig": [
                  {
                    "name": "Carpet Area",
                    "areaInfo": {
                      "value": 404,
                      "unit": "sq.ft",
                      "displayArea": "404"
                    }
                  }
                ],
                "emi": null,
                "averagePrice": "₹29.7K per sq.ft",
                "floorPlan": null,
                "derivedFloorPlan": null,
                "projectAttributes": {
                  "name": "Meghna Ashraya",
                  "status": null,
                  "reraId": null,
                  "childIds": [],
                  "reraSiteUrl": "https://maharerait.mahaonline.gov.in/PrintPreview/PrintPreview?q=gjp3BUr2o9dFb0Q1a2iXbRRoH%2bMFQePRK2ftW1UUAoeCPgJMnTXO%2fd8SBGPULq3y1PISc3mhji7GOIlyknCtDEEVkfr63wNG8VvpSeSKLk3MZ%2fuDKhxjRVDaRPAD3cmODFv9XK6VgFICMfhzqR%2brnHDQGWV85gFVPh20k0%2bKm5fVPXg9qAoDPw%3d%3d",
                  "modifiedReraId": "P51800048153",
                  "reraIdStatus": "Rera",
                  "qrImage": null,
                  "possessionDate": null,
                  "isReraVerified": true,
                  "projectId": null,
                  "url": null
                },
                "features": null,
                "additionalFields": [
                  {
                    "id": "bedroom",
                    "value": "1",
                    "label": "Bedroom"
                  }
                ]
              }
            ]
          },
          {
            "key": "3",
            "label": "2 BHK",
            "propertyTypeName": "Apartment",
            "propertyTypeId": 1,
            "range": "1.8 Cr",
            "data": [
              {
                "id": "963552",
                "price": {
                  "value": 18005133,
                  "displayValue": "₹ 1.8 Cr",
                  "unit": null,
                  "deposit": null,
                  "description": null
                },
                "unitsAvailable": null,
                "areaConfig": [
                  {
                    "name": "Carpet Area",
                    "areaInfo": {
                      "value": 594,
                      "unit": "sq.ft",
                      "displayArea": "594"
                    }
                  }
                ],
                "emi": null,
                "averagePrice": "₹30.3K per sq.ft",
                "floorPlan": null,
                "derivedFloorPlan": null,
                "projectAttributes": {
                  "name": "Meghna Ashraya",
                  "status": null,
                  "reraId": null,
                  "childIds": [],
                  "reraSiteUrl": "https://maharerait.mahaonline.gov.in/PrintPreview/PrintPreview?q=gjp3BUr2o9dFb0Q1a2iXbRRoH%2bMFQePRK2ftW1UUAoeCPgJMnTXO%2fd8SBGPULq3y1PISc3mhji7GOIlyknCtDEEVkfr63wNG8VvpSeSKLk3MZ%2fuDKhxjRVDaRPAD3cmODFv9XK6VgFICMfhzqR%2brnHDQGWV85gFVPh20k0%2bKm5fVPXg9qAoDPw%3d%3d",
                  "modifiedReraId": "P51800048153",
                  "reraIdStatus": "Rera",
                  "qrImage": null,
                  "possessionDate": null,
                  "isReraVerified": true,
                  "projectId": null,
                  "url": null
                },
                "features": null,
                "additionalFields": [
                  {
                    "id": "bedroom",
                    "value": "2",
                    "label": "Bedroom"
                  }
                ]
              }
            ]
          }
        ],
        "displayAreaType": "Carpet Area",
        "type": "tabular"
      },
      "loanOffers": null,
      "detailedTitle": "Meghna Ashraya",
      "furnishings": [],
      "meta": {
        "showDisclaimer": false,
        "primaryTags": [],
        "secondaryTags": [
          208005,
          193777
        ],
        "showSimilarProjects": true,
        "buyersServed": 223,
        "linkedProjectId": false,
        "linkedProjectName": false,
        "isValidLinkedProject": false,
        "linkedProjectDescription": false,
        "linkedProjectUrl": false
      },
      "amenities": [
        {
          "type": "Highlights",
          "label": "Highlights",
          "data": [],
          "additionalData": null
        },
        {
          "type": "Amenities",
          "label": "Amenities",
          "data": [
            "Sewage Treatment Plant"
          ],
          "additionalData": [
            {
              "label": "Closed Car Parking",
              "value": "parking"
            },
            {
              "label": "24X7 Water Supply",
              "value": "waterSupply"
            },
            {
              "label": "Fire Sprinklers",
              "value": "fireAlarm"
            },
            {
              "label": "Landscaping & Tree Planting",
              "value": "garden"
            },
            {
              "label": "Water Conservation, Rain water Harvesting",
              "value": "waterConservation"
            },
            {
              "label": "Electrical meter Room",
              "value": "infoBlack"
            },
            {
              "label": "Sewage Treatment Plant",
              "value": "npSewage"
            }
          ]
        },
        {
          "type": "Furnishings",
          "label": "Furnishings",
          "data": null,
          "additionalData": []
        },
        {
          "type": "Society Amenities",
          "label": "Society Amenities",
          "data": null,
          "additionalData": [
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              "label": "Closed Car Parking",
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            },
            {
              "label": "24X7 Water Supply",
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            },
            {
              "label": "Fire Sprinklers",
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            },
            {
              "label": "Landscaping & Tree Planting",
              "value": "garden"
            },
            {
              "label": "Water Conservation, Rain water Harvesting",
              "value": "waterConservation"
            },
            {
              "label": "Electrical meter Room",
              "value": "infoBlack"
            },
            {
              "label": "Sewage Treatment Plant",
              "value": "npSewage"
            }
          ]
        }
      ],
      "priceOMeter": {
        "minValue": null,
        "maxValue": null,
        "prediction": null
      },
      "brochure": {
        "images": {
          "type": "brochure",
          "images": []
        },
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        "name": "Meghna Ashraya Brochure",
        "hasBrochure": null
      },
      "images": [
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          "type": "property",
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              "type": "image",
              "videoUrl": null,
              "isSvOrDcVerified": false,
              "category": "More Images",
              "digilink": null,
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            }
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          "images": []
        },
        {
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          "images": []
        }
      ],
      "paymentPlanImages": null,
      "houseRules": null,
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      "showPriceTrends": true,
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        "elevation": [
          {
            "src": "https://is1-3.housingcdn.com/012c1500/1b2f5068d06731bb098f04f3632608f1/v0/version.jpeg",
            "alt": null,
            "caption": "Elevation",
            "tag": null,
            "isSvOrDcVerified": false,
            "type": "image",
            "url": null,
            "category": "Elevation",
            "apartmentTypeId": ""
          }
        ],
        "projectImages": null,
        "verifiedImages": null,
        "brochureImages": null,
        "bedroom": null,
        "kitchen": null,
        "livingArea": null,
        "diningArea": null,
        "bathroom": null,
        "balcony": null,
        "lobby": null,
        "amenities": null,
        "floorPlan": null,
        "masterPlan": null,
        "layoutPlan": null,
        "sitePlan": null,
        "locationPlan": null,
        "clusterPlan": null,
        "paymentPlan": null,
        "constructionStatus": null,
        "plot": null,
        "others": null,
        "moreImages": null,
        "projectLogo": null
      },
      "legalApprovals": [],
      "prosCons": {
        "pros": null,
        "cons": null,
        "isProsPresent": false,
        "isConsPresent": false
      },
      "showProsCons": false,
      "sliceViewUrl": ""
    },
    "description": "Meghna Ashraya is a residential project in Goregaon East, Mumbai. Meghna Ashraya offers Apartment. Available configurations include 1 BHK, 2 BHK. Apartment, as per the area plan, are in the size range of 404.0 - 594.0 sq.ft.. The property is Under Construction. There is 1 building for sale. The project was launched in December 2022 and possession date of Meghna Ashraya is Dec, 2025. Meghna Ashraya is located in Goregaon East. The project is developed by Meghna Aakar Constructions. There are 15 units for sale.<br><br>The property is equipped with Fire Sprinklers. There is provision for Closed Car Parking. Enjoy a class-apart lifestyle at Meghna Ashraya.<br><br>This project meets all mandates as required by the state authority. RERA ID of Meghna Ashraya is P51800048153.<br><br>Located close to prominent suburbs of Mumbai, the area of Goregaon East has prominent schools and hospitals within a close distance.<br><br>",
    "video_tours": null,
    "highlights": [],
    "near_by_places": [
      {
        "name": "Mount Mary High School",
        "distance": 0.9271097174090809,
        "establishmentType": "school",
        "travelDistance": 3.405,
        "duration": 6
      },
      {
        "name": "SRV Hospitals - Goregaon",
        "distance": 0.8043689959757699,
        "establishmentType": "hospital",
        "travelDistance": 3.654,
        "duration": 6
      },
      {
        "name": "Maratha Biryani Centre",
        "distance": 0.5257558283875056,
        "establishmentType": "restaurant",
        "travelDistance": 1.221,
        "duration": 3
      },
      {
        "name": "Hub Mall",
        "distance": 0.9052328991828594,
        "establishmentType": "shopping_mall",
        "travelDistance": 1.155,
        "duration": 3
      },
      {
        "name": "Goregaon Railway Station (E) Bus Stop",
        "distance": 0.5193618621386477,
        "establishmentType": "bus_station",
        "travelDistance": 1.203,
        "duration": 3
      }
    ],
    "insights": [
      {
        "id": "possession",
        "value": "Under Construction"
      },
      {
        "id": "apartments",
        "value": "1, 2 BHK Apartments"
      },
      {
        "id": "possessionDate",
        "value": "Possession: Dec, 2025"
      }
    ],
    "ratings": {
      "avgRating": "4.66",
      "totalRatings": 48,
      "ratingWiseCounts": {
        "one": 1,
        "two": 0,
        "three": 3,
        "four": 14,
        "five": 30
      },
      "ratingTypeDetails": [
        {
          "ratingTypeId": 1,
          "avgRating": 4.69,
          "ratingTypeLabel": "Connectivity"
        },
        {
          "ratingTypeId": 2,
          "avgRating": 4.65,
          "ratingTypeLabel": "Neighbourhood"
        },
        {
          "ratingTypeId": 3,
          "avgRating": 4.67,
          "ratingTypeLabel": "Safety"
        },
        {
          "ratingTypeId": 4,
          "avgRating": 4.63,
          "ratingTypeLabel": "Livability"
        }
      ],
      "goodPills": [
        "Autos and Cabs easily available",
        "Great Schools nearby",
        "Hospitals are accessible",
        "Safe in the night",
        "Well lit streets",
        "No crimes",
        "Public transport accessible",
        "Great cleanliness",
        "Low power cuts",
        "Good restaurants",
        "Wide and spacious roads",
        "Often police patrols",
        "Safe for children",
        "Decent residents",
        "Lot of green spaces",
        "Accessible local markets",
        "No water logging on roads",
        "Low pollution",
        "Adequate water",
        "Metro station nearby",
        "Nearby malls",
        "Peaceful and not crowded",
        "Low traffic"
      ],
      "badPills": [
        "Lot of pollution",
        "Water shortage",
        "Cabs/Auto unavailable",
        "Not safe after 10PM",
        "Dimly lit streets",
        "No parks",
        "Hospitals far away",
        "Unhygienic waste disposal",
        "Extremely crowded"
      ],
      "analyzedGoodPills": [
        "Safe surrounding",
        "Many good schools and hospitals",
        "Nearby parks, hospitals, schools",
        "Well-maintained locality"
      ],
      "analyzedBadPills": [
        "Traffic and road conditions",
        "Water shortage in the area",
        "Pollution and noise levels"
      ],
      "negativePills": [
        "Lot of pollution",
        "Water shortage",
        "Cabs/Auto unavailable",
        "Not safe after 10PM",
        "Dimly lit streets",
        "No parks",
        "Hospitals far away",
        "Unhygienic waste disposal",
        "Extremely crowded"
      ]
    },
    "reviews": {
      "totalCount": 48,
      "reviewsData": [
        {
          "id": 155147,
          "avgRating": "5",
          "testimonial": "Goregaon East is considered to have an excellent commercial areas with Nesco and IT Tech parks. Many filmstars of bollywood also lives here. It is very much closer to highways and aarey colony. It also attracts  middle class family because of it's affordability and low cost of living. Schools, Hospitals, Resturants, Police station, Metro stations, Malls, Shopping Marts, Theatres, Bus Terminal, Railway station, Commercial hubs, Public park and garden are available in this place. Film city roads, Dinkar Rao Marg and SRA Roads are few famous roads. This location is safe and lesser in crime rates as area is filled with sufficient cctv cameras and security personnels. Honestly this place has electrifying and terrific living standards.",
          "negativeTestimonial": "It has many various negative aspects too, to start with is water logging places. Air and noise pollution is increasing day by day. Mumbai's famous night life is missing because of strict followed security guidelines. Public toilets aren't available. It also has lesser public parking places and smooth four wheeler driving is a big headache. Still it's highly demanding and desirable area because of numerous said advantages.",
          "postedBy": "Satyam Kumar ",
          "postedAt": "2024-09-21T13:36:39.529+00:00",
          "userCategory": "Lived before",
          "bulkUpload": false,
          "goodPills": [
            "Autos and Cabs easily available",
            "Metro station nearby",
            "Public transport accessible",
            "Great Schools nearby",
            "Hospitals are accessible",
            "Good restaurants",
            "Safe in the night",
            "Often police patrols",
            "No crimes",
            "Safe for children",
            "Adequate water",
            "Low power cuts"
          ],
          "badPills": [],
          "helpfulCount": 0,
          "showReviewerCategory": false,
          "needImprovementReview": "It has many various negative aspects too, to start with is water logging places. Air and noise pollution is increasing day by day. Mumbai's famous night life is missing because of strict followed security guidelines. Public toilets aren't available. It also has lesser public parking places and smooth four wheeler driving is a big headache. Still it's highly demanding and desirable area because of numerous said advantages."
        },
        {
          "id": 155030,
          "avgRating": "3.75",
          "testimonial": "I recently visited Goregaon East with my family. Goregaon East has very wide roads and lights at night. Auto and cabs are easily available at every  200m distance. The metro station is easily available to go anywhere nearby. Goregaon East is very nice place to visit",
          "negativeTestimonial": "When I recently visited Goregaon East lot of population is spreading on roads by cars and buse. Garbages are also there on the other side of roads. Electricity also cuts frequently and water storage is the main problem. But Goregaon East is very beautiful place to visit.",
          "postedBy": "Punit Jangir",
          "postedAt": "2024-09-20T15:09:05.694+00:00",
          "userCategory": "Others",
          "bulkUpload": false,
          "goodPills": [
            "Autos and Cabs easily available",
            "Wide and spacious roads",
            "Metro station nearby",
            "Great Schools nearby",
            "Hospitals are accessible",
            "Nearby malls",
            "Well lit streets",
            "Often police patrols"
          ],
          "badPills": [
            "Lot of pollution",
            "Extremely crowded",
            "Water shortage"
          ],
          "helpfulCount": 0,
          "showReviewerCategory": false,
          "needImprovementReview": "When I recently visited Goregaon East lot of population is spreading on roads by cars and buse. Garbages are also there on the other side of roads. Electricity also cuts frequently and water storage is the main problem. But Goregaon East is very beautiful place to visit."
        },
        {
          "id": 153785,
          "avgRating": "4.75",
          "testimonial": "I have stayed in Goregaon East for almost 15-16 months as a tenant. I have experienced the best of Mumbai in, very accessible and easy to live place. Specially the neighborhood people they will always make you feel welcome.",
          "negativeTestimonial": "As such I don't have any dislikes, I had no problems facing transport or power, water, cabs there. Even medical shops and ATMs are also nearby and zepto,dunzo everything is available.",
          "postedBy": "Damini Mudholkar",
          "postedAt": "2024-09-14T02:36:56.655+00:00",
          "userCategory": "Tenant",
          "bulkUpload": false,
          "goodPills": [
            "Autos and Cabs easily available",
            "Wide and spacious roads",
            "Metro station nearby",
            "Public transport accessible",
            "Hospitals are accessible",
            "Safe in the night",
            "Well lit streets",
            "Lot of green spaces",
            "Low pollution",
            "Low power cuts"
          ],
          "badPills": [],
          "helpfulCount": 0,
          "showReviewerCategory": false,
          "needImprovementReview": "As such I don't have any dislikes, I had no problems facing transport or power, water, cabs there. Even medical shops and ATMs are also nearby and zepto,dunzo everything is available."
        },
        {
          "id": 134926,
          "avgRating": "1.25",
          "testimonial": "This place is too good....the house's in this society are good and ventilation in house is the most important thing it helps to vanitalte the whole house and space is more than enough..the transportation is also so easy form here",
          "negativeTestimonial": "people comes they found no difficulties to come and visit the road quality is best during monsoons also doesn't bother people to move one place to another",
          "postedBy": "Bhavika ",
          "postedAt": "2024-07-24T09:41:17.873+00:00",
          "userCategory": "Owner",
          "bulkUpload": false,
          "helpfulCount": 0,
          "showReviewerCategory": false,
          "needImprovementReview": "people comes they found no difficulties to come and visit the road quality is best during monsoons also doesn't bother people to move one place to another"
        },
        {
          "id": 131748,
          "avgRating": "5",
          "testimonial": "This area have great school hospital mall ...etc and easy to go any place without crowd.This area have decent people live and no problem of electricity water logging problem and lot of parking space",
          "negativeTestimonial": "This is not big problem but sometimes traffic problems are there. this is not big problem in this area and no any criminal activities in this area",
          "postedBy": "ᴍᴏɴꜱᴛᴇʀ ᴾᵒʷᵉʳ",
          "postedAt": "2024-06-30T05:25:07.699+00:00",
          "userCategory": "Lived before",
          "bulkUpload": false,
          "helpfulCount": 1,
          "showReviewerCategory": false,
          "needImprovementReview": "This is not big problem but sometimes traffic problems are there. this is not big problem in this area and no any criminal activities in this area"
        }
      ]
    }
  }, // ... Many other property details
]

The scraper provides comprehensive property data in a structured format:

Core Property Identification:

• ID: Unique identifier for the property listing
• URL: Original Housing.com property page URL
• Name: Property project or building name
• Subtitle: Additional descriptive information about the property

Visual and Location Data:

• Image URL: Primary property image for visual reference
• Polygons Hash: Geographic boundary data for property location mapping
• Coordinates: Latitude and longitude for precise location identification
• Address: Complete property address including locality and city

Property Status and Availability:

• Current Possession Status: Construction and handover timeline information
• Is Active Property: Boolean indicating if the property is currently available
• Is Most Contacted: Popularity indicator based on user interactions
• Posted Date: When the listing was first published

Pricing Information:

• Min Price: Lowest price point for the property
• Max Price: Highest price point available
• Currency: Price denomination (typically INR for Indian properties)
• Price Display Value: Formatted price string as shown on the website

Property Features and Marketing:

• Features: List of property amenities and characteristics
• Promotions: Current promotional offers or discounts
• Custom Offers: Special deals specific to the property
• Suggested Offers: Platform-recommended pricing options

Detailed Information:

• Property Information: Comprehensive details about the property specifications
• Seller: Information about the property developer or agent

Usage Guide

To effectively use the Housing.com Property Scraper:

1. Prepare URLs: Collect Housing.com property page URLs you want to scrape. Ensure URLs are complete and accessible.

2. Configure Input: Set up the JSON input file with appropriate proxy settings. Use "SG" or "IN" as proxy country for optimal results when scraping Indian properties.

3. Set Retry Logic: Configure max_retries_per_url based on your requirements. Higher values increase reliability but may slow processing.

4. Execute Scraping: Run the scraper with your configured input file.

Best Practices:

• Use residential proxies to avoid IP blocking
• Implement reasonable delays between requests
• Monitor for changes in Housing.com's page structure
• Validate data quality regularly

Common Issues:

• Rate limiting: Reduce concurrent requests if encountering blocks
• Structure changes: Update selectors if Housing.com modifies their layout
• Proxy failures: Switch proxy countries or providers if experiencing consistent failures

Benefits and Applications

The Housing.com Property Scraper offers significant time savings compared to manual data collection. Scraping property data allows for comprehensive market research, enabling users to analyze trends, pricing fluctuations, and demand patterns across different neighborhoods and property types.

Practical Applications:

• Market Analysis: Track pricing trends across different localities and property types
• Investment Research: Identify undervalued properties and emerging markets
• Competitive Intelligence: Monitor competitor pricing and market positioning
• Lead Generation: Build comprehensive databases of properties and sellers
• Business Intelligence: Integrate property data into CRM and analytics systems

Business Value:

• Automated data collection reduces manual labor costs
• Consistent data formatting improves analysis accuracy
• Real-time market insights enable faster decision-making
• Scalable processing handles large datasets efficiently

Conclusion

The Housing.com Property Details Scraper transforms the time-intensive process of property data collection into an efficient, automated workflow. By providing comprehensive property information in a structured format, this tool enables real estate professionals to focus on analysis and decision-making rather than manual data gathering.

Whether you're conducting market research, building investment portfolios, or analyzing property trends, this scraper delivers the reliable, detailed data needed for informed real estate decisions. Start leveraging automated property data extraction today to gain a competitive advantage in India's dynamic real estate market.

Related Actors

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

Your feedback

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