Address data is so incredibly difficult to work with and it's pretty clear that it's difficult for everyone involved. Census data is incorrect, OSM is often incorrect, other free sources are filled with typos, post office is consistently bad (No, my last name is not Nicholson...), shapefiles are often haphazardly done. It's so difficult to work with. That said, the amount of quality work to even get it to this point is amazing. Serious kudos to everyone who helps out here.
I've spent an asinine amount of time recently trying to get Chicago's parking ticket data cleaned up. Lake Shore drive is probably the #1 culprit:
Unique lake shore drive instances:
$ grep "LAKE SH" tickets.csv | awk -F';' '{print $7}' | sed 's/.*LAKE/LAKE/' | sort | uniq | wc -l
128Example of the awfulness:
LAKE SHORE DDRIVE
LAKE SHORE DER
LAKE SHORE DE WEST
LAKE SHORE DIE
LAKE SHOR EDR
LAKE SHORE DR ''
LAKE SHORE DR AV
LAKE SHORE DR AVE
LAKE SHORE DR EAST
LAKE SHORE DREIVEOr just a dropdown.
Yes, as the article points out, there are places with unnamed streets. That's a bummer. But these map codes don't help unless the proposal is also to put signs up everywhere telling people where their map codes are and how to get to the next ones over.
In practice, you could either (1) not go to unfamiliar places without your phone, or (2) ask someone who does have a phone for directions.
Decentralized Pizza Resolution.