Historical Sale Transactions For Each Property As Individual Line Item

[alphasynth]

Thank you for building Home Harvest and for making it open source! It appears that homes selling multiple times within an allotted time frame only show up as a single line item.

Is there a way to return each sale transaction as an individual line item?

[ZacharyHampton]

Could you show an example of a HomeHarvest search with a home that has this case?

[alphasynth]

Code below outputs 301 properties. See 22240 Cohasset St, Canoga Park, CA 91303.

Realtor.com shows that the property was sold twice between 2020 and 2023. The earlier sale on November 25, 2020 and the most recent sale on April 26, 2023.

HomeHarvest shows the property as one line reflecting the most recently sold date of April 26, 2023.

It would be great if each of the sales were output on an individual line.

from homeharvest import scrape_property
from datetime import datetime

current_timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
filename = f"HomeHarvest_{location}_{current_timestamp}.csv"
location="91303"

properties = scrape_property(
  location={location},
  listing_type="sold",

  date_from="2020-11-01",
  date_to="2023-04-30",

  extra_property_data=True,
)

print(f"Number of properties: {len(properties)}")

# Export to csv
properties.to_csv(filename, index=False)
print(properties.head())