orthros / data-jam-october-2015

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October data jam with Houston housing data

Data set features

Column Name Column Description
Amortized Years How long the loan is - many are 30 years
AnnualMainDesc Is there a mandatory maintenance organization Yes or No
AnnualMainfee How much is the yearly maintenance fee?
Bath Ignore
Bathsfull how many full baths does house have
bathshalf How many 1/2 baths does the house have
Countertops What countertops does the house have (granite may indicate higher value)
daysonmarket How many days did it take to sell
Defects Known defects may indicate problems with the house - known defects should be linked to lower value
Floors What type of floor - real wood is better than laminate
Foundation Slab mostly - house is on a slab foundation
garagecap How many cars can fit in the garage
GPEXT_LONGITUDE Longitude for the property
GPEXT_LATITUDE Latitude for the property
LEGALSUBDIVISION Highly significant - what subdivision is the house in - very significant
Listprice Beginning asking price
Loanamountnew How much was borrowed to buy the house
loaninterestrate Interest rate on loan
lossmitigation Is the sale under terms of distress - motivated seller?
lotsize Lot size
newconstruction Is the house new construction or not?
pricesqftlist List price of house by square footage
PRICESQFTSOLD Sold price per square foot
realremarks private agent instructions or comments
Remarks Public agent comments meant for everyone to see
repairsller Is seller contributing to the repairs for the house - may indicate distress
salesprice sales price
schooldistrict School District
SECNUM Section number of the subdivision - may have some correlation to value
SQFTBLDG SQUARE FOOTAGE OF THE BUILDING
Stories how many stories the house has
STYLE construction style

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