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1. spatially-conscious-ml-model spatially-conscious-ml-model Public

   Demonstrates the use of spatial lag features to boost the accuracy of supervised machine learning models predicting real estate values. Published in SADA November 2019. Awarded 2018-19 Distinguishe…

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2. scrape-nyc-taxi-data-public scrape-nyc-taxi-data-public Public

   Public mirror of NYC taxi data scrape program. Downloads Yellow, Green and Uber/other ride share data from TLC of New York, parse, clean, and load into AWS Redhshift and RDS Postgres

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3. RE-monte-carlo-risk-modeling-v001 RE-monte-carlo-risk-modeling-v001 Public

   By simulating exit-year NOI and Cap Rate, we calculate a range of probable IRRs

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4. sales-transactions-clustering sales-transactions-clustering Public

   POC to demonstrate clustering using sale transactions data for due diligence

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5. Efficient-density-clustering Efficient-density-clustering Public

   Bleeding edge DensityCut algorithm applied to taxi rides in NYC

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6. rooftop-bar-rev-vs-weather rooftop-bar-rev-vs-weather Public

   What's more important for a rooftop bar, the weather, or the specials offered?

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