Text Clustering to Classify Land Parcels

Follow the full discussion on Reddit.
I have a bunch of parcel data that I'm using from a local appraisal district. I'm trying to classify residential subdivisions and I think the best way to do that would be to cluster parcels that have similar legal descriptions. Legal descriptions of similar parcels all follow similar structures, but sometimes the structures of one related pool isn't the same as another related pool so I've struggled to use any RegEx functions to pull out the information that I need. I think the best way to do what I need is to use some natural language processing and then maybe a k-means cluster but that seems like overkill

Comments

There's unfortunately not much to read here yet...

Discover the Best of Machine Learning.

Ever having issues keeping up with everything that's going on in Machine Learning? That's where we help. We're sending out a weekly digest, highlighting the Best of Machine Learning.

Join over 900 Machine Learning Engineers receiving our weekly digest.

Best of Machine LearningBest of Machine Learning

Discover the best guides, books, papers and news in Machine Learning, once per week.

Twitter