Sample of U.S. Homes
Budget: -
HOURLY / PART_TIME
⭐ 4.37 (8)
United States
python, javascript
I'm looking to create a sample portfolio of homes.
I have 3,571 ZIP codes from 24 U.S. states, and I would like to obtain 5 personal real estate listings for each ZIP code. If 5 are not available, then I would like listings that resulted in a home sale in the past 24 months, so that the total unique samples per ZIP code equals 5 for each ZIP code, and 17,855 in total.
For each unique sample, I need the following data:
Street Address
City Name
State abbreviation
ZIP Code
Sale Price (or List Price if the property already sold)
Home Type (e.g. Single-Family, Townhome, Apartment)
Square Footage (in feet, not meters)
Year Built
Number of Stories
Roof Shape (e.g. Hip, Gable-End, Flat)
Roof Cover (e.g. Asphalt Singles, Clay Tiles, Standing-Seam Metal, EPDM)
Construction Type (e.g. Wood Frame, Brick, Joisted Masonry)
Distance to Coast (in mile, not kilometer)
Each unique entry would have a unique row in a .csv file.
80% - 90% of the total sample should be Home Type = Single-Family home, so the sample is representative.
The maximum List Price or Sale Price per property is $7,299,999, to prevent the data set from being skewed by higher-value homes.
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