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Milwaukee Real Estate Transactions
Data Science and Analytics
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About
This dataset provides detailed property sales data for Milwaukee, offering insights into real estate trends and property characteristics. It includes information such as property type, location, architectural style, build year, and comprehensive sales details, making it a valuable resource for understanding the local property market dynamics.
Columns
- PropertyID: A unique identifier assigned to each property.
- PropType: Indicates the type of property, such as Commercial or Residential.
- taxkey: The specific tax key associated with the property.
- Address: The full address of the property.
- CondoProject: Information regarding whether the property is part of a condominium project, with missing data indicated by NaN.
- District: The numerical district where the property is located.
- nbhd: The neighbourhood number corresponding to the property.
- Style: Describes the architectural style of the property.
- Extwall: Specifies the exterior wall material used for the building.
- Stories: Represents the total number of stories in the building.
- Year_Built: The year in which the property was constructed.
- Rooms: The total count of rooms within the property.
- FinishedSqft: The total finished square footage of the property.
- Units: The number of individual units, particularly relevant for multifamily buildings.
- Bdrms: The number of bedrooms present in the property.
- Fbath: The count of full bathrooms.
- Hbath: The count of half bathrooms.
- Lotsize: The size of the land lot associated with the property.
- Sale_date: The specific date when the property was sold.
- Sale_price: The final sale price of the property.
Distribution
The dataset is provided in CSV format and is approximately 3.98 MB in size. It contains about 34,500 records and is structured across 19 distinct columns.
Usage
This dataset is ideal for analysing real estate trends, identifying market patterns, and evaluating property values. It can be utilised for predictive modelling, historical market analysis, and urban development studies.
Coverage
The data focuses on property sales within Milwaukee, Wisconsin. The records span from January 2002 to December 2018. It includes various property types, with notes on missing information for condominium project details (81% missing) and exterior wall materials (29% missing).
License
Attribution 4.0 International Public License (CC BY 4.0)
Who Can Use It
This dataset is valuable for real estate professionals, property investors, urban planners, data analysts, and academic researchers seeking to understand property market dynamics, conduct valuations, or explore demographic impacts on housing.
Dataset Name Suggestions
- Milwaukee Property Sales Data 2002-2018
- Milwaukee Real Estate Transactions
- City of Milwaukee Property Market Data
Attributes
Original Data Source: Milwaukee Real Estate Transactions
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