Comprehensive property data, parcel information, and ownership records for Belmont County, OH. Access real estate market insights and property details.

Comprehensive property data, parcel information, and ownership records for Lafayette County, FL. Access real estate market insights and property details.

Search 150M+ US property records with ownership, mortgage, equity, tax, lien, pre-foreclosure, and county assessor data in DealMachine.

Comprehensive property data, parcel information, and ownership records for Sherman County, TX. Access real estate market insights and property details.

This dataset contains data on all Real Property parcels that have sold since 2013 in Allegheny County, PA.

Before doing any market analysis on property sales, check the sales validation codes. Many property "sales" are not considered a valid representation of the true market value of the property. For example, when multiple lots are together on one deed with one price they are generally coded as invalid ("H") because the sale price for each parcel ID number indicates the total price paid for a group of parcels, not just for one parcel. See the Sales Validation Codes Dictionary for a complete explanation of valid and invalid sale codes.

Sales Transactions Disclaimer: Sales information is provided from the Allegheny County Department of Administrative Services, Real Estate Division. Content and validation codes are subject to change. Please review the Data Dictionary for details on included fields before each use. Property owners are not required by law to record a deed at the time of sale. Consequently the assessment system may not contain a complete sales history for every property and every sale. You may do a deed search at http://www.alleghenycounty.us/re/index.aspx directly for the most updated information. Note: Ordinance 3478-07 prohibits public access to search assessment records by owner name. It was signed by the Chief Executive in 2007.

Comprehensive property data, parcel information, and ownership records for Jackson County, KY. Access real estate market insights and property details.

Comprehensive property data, parcel information, and ownership records for Anderson County, KY. Access real estate market insights and property details.

Comprehensive property data, parcel information, and ownership records for Garrard County, KY. Access real estate market insights and property details.

Comprehensive property data, parcel information, and ownership records for Lexington City County, VA. Access real estate market insights and property details.

Comprehensive property data, parcel information, and ownership records for Lee County, VA. Access real estate market insights and property details.

Wholesale Real Estate property and owner data for Highland County, Ohio (FIPS 39071), sourced from Ohio statewide parcel layer with full data lineage.

Realeflow's Database of Property Data is based on a wealth of real estate data including Sellability scores of the following:

The Sellability score is 0-1,000. Anything above 500 has a higher propensity to sell as the following: 1. Wholesale – Propensity to sell at a discount, listed in next 90 days 2. Rentals – Propensity to sell to an investor 3. Retail – Propensity to sell in next 90 days

The underlying Property Data is as follows: 1. 120MM+ property records, equating to 136B+ individual data points and 40 years of property history 2. Deeds & Mortgages: 521MM rows (181 data fields) 3. Assessor: 135MM rows (289 data fields) 4. Pre-Foreclosure: 22MM rows (89 data fields) 5. AVM: Automated Valuation Model which is a mathematical calculation of a property’s value at a specific point in time by analyzing values of comparable properties

Comprehensive property data, parcel information, and ownership records for Adams County, PA. Access real estate market insights and property details.

Comprehensive property data, parcel information, and ownership records for Berkeley County, WV. Access real estate market insights and property details.

Comprehensive property data, parcel information, and ownership records for York County, PA. Access real estate market insights and property details.

Comprehensive property data, parcel information, and ownership records for Richmond County, VA. Access real estate market insights and property details.

Comprehensive property data, parcel information, and ownership records for Chesapeake City County, VA. Access real estate market insights and property details.

Statewide property data, parcel information, and ownership records for Tennessee. Access real estate market insights across all counties.

Dataset Introduction

This dataset contains property listings from various cities across Bangladesh, specifically including Dhaka, Chattogram, Cumilla, Narayanganj City, and Gazipur, with prices listed in Bangladeshi Taka (৳). The dataset provides valuable insights into various features of the properties, including the number of bedrooms, bathrooms, floor number, floor area in square feet, and their respective prices. The data has been collected from a real estate website, offering a comprehensive view of the housing market across these key cities in Bangladesh.

Feature Description

Title: The title or description of the property listing.

Bedrooms: The number of bedrooms in the property.

Bathrooms: The number of bathrooms in the property.

Floor_no: The floor number on which the property is located.

Occupancy_status: Indicates whether the property is vacant or occupied.

Floor_area: The total floor area of the property in square feet.

City: The city where the property is located. This dataset includes listings from Dhaka, Chattogram, Cumilla, Narayanganj City, and Gazipur.

Price_in_taka: The listing price of the property in Bangladeshi Taka (৳).

Location: The specific location or address within the city.

Usages and Applications

This dataset can be utilized in several ways:

Market Analysis: Understanding the pricing trends across different cities in Bangladesh. It can help identify which cities or neighborhoods are more expensive and which are more affordable.

Investment Decisions: Investors can use this data to evaluate potential real estate investments by comparing properties in terms of price, size, and location across different cities.

Real Estate Valuation: Property developers and agents can assess the market value of similar properties, enabling them to set competitive prices for new developments or resale properties in various regions.

Machine Learning Opportunities

This dataset presents several opportunities for applying machine learning techniques:

Price Prediction: Using features such as floor area, number of bedrooms, and location, machine learning models can be trained to predict the price of a property. This can be especially useful for buyers and sellers looking for price guidance across different cities.

Clustering: By clustering properties based on features like location, size, and price, one could identify distinct property segments or neighborhoods in Dhaka, Chattogram, Cumilla, Narayanganj City, and Gazipur with similar characteristics.

Demand Forecasting: Analyzing trends in the dataset over time can help predict future demand for housing in these cities, which could be valuable for both real estate developers and policymakers.

Anomaly Detection: Identifying properties that are significantly over- or under-priced compared to similar properties, which could indicate potential issues or opportunities in the market.

Wholesale Real Estate property and owner data for Martin County, Kentucky (FIPS 21159), sourced from Kentucky statewide parcel layer with full data lineage.