Why Use This Data Source In Your Models?
Total other vacant describes the overabundance of housing units in a census tract. This is indicative of the overall economic situation of the tract, desire and ability to live there.
Housing Vacancy Status - Other Vacant
US Census Bureau
2010 Census - Households
Point in Time 2010
The data shows auto correlation, seasonality and a non-normal distribution. The data should be differenced and seasonally adjusted. While the Order Norm transformation, provides the best normality, the Boxcox variable will also perform well.
Data is unable to be distributed by time or geography. The roll up method used is Sum.
The Shapiro-Wilk test returned W = 0.97 with a p-value =0.00 indicating the data does not follow a normal distribution.
A skewness score of 0.04 indicates the data are fairly symmetrical.
Hartigan's dip test score of 0.01 with a p-value of 0.00 inidcates the data is multimodal
2010 is the most recent Census data being reported.
US Census Bureau, Total Other Vacant Housing Units [H005008], https://www.socialexplorer.com/data/C2000/metadata/?ds=SF1&var=H005007
Use our platform to aggregate, normalize, and profile open source and premium control data. Spend less time finding and wrangling data, and more time building efficient and feature-rich machine learning data pipelines.
Instantly apply industry-standard
data science treatments and transformations, including (but not limited to) Differencing, Lead/Lag, Box Cox. Easily manipulate data across different time and geographic grains.
Our Patent Pending iterative testing engine allows you to upload your target variable, and the platform will test for possible statistical relationships across all available data sources. Saving you time and removing analyst bias.
Easily integrate your Ready Signal data to the data science platform of your choice. Connect directly to Ready Signal through our API or using one of our pre-built data connectors or download directly in Excel or CSV format.