real_estate_predictor's People
real_estate_predictor's Issues
Assign weights and bias
Assign weights to each of the inputs and assign a weight to the bias.
Develop system to weight variables
Develop system to weight the different variables.
Liquor licenses - some function of distance, where within 0-2 miles is .75, 2-4 miles is .5, etc. Should this maybe be broken down even further? Some equation to take the distance between and convert it into a decimal weight?
Import data set for liquor licenses
Import and clean data set for liquor licenses in CCD.
Import data set for affordable housing units
Import data set for crime
Import and clean data set for criminal activity in CCD.
Relate the data sets to the address/long/lat information of zillow data set.
Will need to relate each set of information to the zillow data set using either address or lat/long.
Import data set for dog parks
Import and clean data set for dog parks in CCD.
Push data from data sets into Postgres DB
Create tables in the PG DB for each of the data sets and do bulk inserts from the CSV's.
Connect park info using Google Maps
Need to obtain lat/long by integrating Google maps in and obtaining lat/long coordinates for the various parks and dog parks in order to use for distance calculations.
Compile data from Zillow using all CCD addresses
Continue to pull 1000 records a day from Zillow to build the data set for all CCD addresses.
Import data set for playgrounds
Import and clean data set for playgrounds in CCD.
Import data set for parks
Import and clean data set for parks in CCD.
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