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We have a previous workflow in place (see process_link_filings() in R/filing_linkers.R). This 1) does basic text processing 2) joins on address/city, 3) joins on address/zip, 3) joins on location within a parcel. There are several issues here:
this ties to location, not owners, meaning that we wind up with filings linked to a parcel that an entity might no longer own.
it's a wreck with condo ownership and other cases where there are multiple properties on a parcel
it relies on geocoder result accuracy.
As such, new workflow should look like this:
tie address to address in addresses table (or append if not found).
if address not found (or if existing address has no location), associate parcel loc_id with address.
join to owners on name/address.
join to owners on name (cosine similarity)/address.
for those filings unmatched in 3-4, match by name within parcel.
The text was updated successfully, but these errors were encountered:
We have a previous workflow in place (see
process_link_filings()
inR/filing_linkers.R
). This 1) does basic text processing 2) joins on address/city, 3) joins on address/zip, 3) joins on location within a parcel. There are several issues here:As such, new workflow should look like this:
addresses
table (or append if not found).loc_id
with address.owners
on name/address.owners
on name (cosine similarity)/address.The text was updated successfully, but these errors were encountered: