regression-exercises

a place for my regression exercises and files related to these exeercises

Data Dictionary

Feature	Definition	Data Type
id	row index number, range: 0 - 2985216	int64
parcelid	Unique numeric id assigned to each property: 10711725 - 169601949	int64
bathroomcnt	Number of bathrooms a property has: 0 - 32	float64
bedroomcnt	Number of bedrooms a property has: 0 - 25	float64
calculatedfinishedsquarefeet	Number of square feet of the property: 1 - 952576	float64
fips	(FIPS) Five digit number of which the first two are the FIPS code of the state to which the county belongs. Leading 0 is removed from the data: 6037=Los Angeles County, 6059=Orange County, 6111=Ventura County	float64
lotsizesquarefeet	The land the property occupies in squared feet : 100 - 371000512	float64
propertylandusetypeid	Unique numeric id that identifies what the land is used for: the 261=Single Family Residential, 262=Rural Residence, 273=Bungalow	float64
roomcnt	Total number of rooms in the principal residence	float64
yearbuilt	Year the property was built	float64
transactiondate	The most recent date the property was sold: yyyy-mm-dd	object

Target	Definition	Data Type
taxamount	The total property tax assessed for that assessment year	float64
taxvaluedollarcnt	The total tax assessed value of the parcel	float64