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OLS Linear Regression Model, Gradient Descent Linear Regression Model, and Exploratory Data Analysis on historical LA County residential housing prices.

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CIV1498 - Project2

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LA County Assessor Parcels Data - 2006 thru 2021
- https://data.lacounty.gov/Parcel-/Assessor-Parcels-Data-2006-thru-2021/9trm-uz8i
LA County City Boundaries
- https://controllerdata.lacity.org/dataset/City-Boundaries-for-Los-Angeles-County/sttr-9nxz
LA County Parcel Boundaries
- https://hub.arcgis.com/datasets/lahub::la-county-parcels/explore
LA County Supervisorial Districts Boundaries
- https://data.lacounty.gov/GIS-Data/Supervisorial-District-2011-/krcx-r26t
LA City Neighborhoods
- https://geohub.lacity.org/datasets/d6c55385a0e749519f238b77135eafac
LA City Postal Codes
- https://geohub.lacity.org/datasets/lahub::los-angeles-city-zip-codes/explore
LA City Subway Stops
- https://geohub.lacity.org/datasets/lahub::metro-rail-lines-stops/about
LA City Bus Benches
- https://geohub.lacity.org/maps/lahub::bus-stop-benches
LA City Clean Street Index
- https://geohub.lacity.org/datasets/lahub::clean-streets-index-segments-2021-b1/about
Completed Medium Article Link
- https://medium.com/@peter.rymal/la-parcel-price-predictions-c1ff0965312b

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OLS Linear Regression Model, Gradient Descent Linear Regression Model, and Exploratory Data Analysis on historical LA County residential housing prices.

linear-regression exploratory-data-analysis opendata dataset gradient-descent

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