California Housing dataset

1: Description.

This data set contains information about all the block groups in California from the 1990 Census. In this sample a block group on average includes 1425.5 individuals living in a geographically compact area. 

The task is to aproximate the median house value of each block from the values of the rest of the variables. 

2: Type.			Regression
3: Origin.			Real world
4: Instances.		20640
5: Features.		8
6: Missing values.	No

7: Header.

@relation california
@attribute Longitude real[-124.35,-114.31]
@attribute Latitude real[32.54,41.95]
@attribute HousingMedianAge real[1,52]
@attribute TotalRooms real[2,39320]
@attribute TotalBedrooms real[1,6445]
@attribute Population real[3,35682]
@attribute Households real[1,6082]
@attribute MedianIncome real[0.4999,15.0001]
@attribute MedianHouseValue real[14999,500001] 
@inputs Longitude, Latitude, HousingMedianAge, TotalRooms, TotalBedrooms, Population, Households, MedianIncome
@outputs MedianHouseValue