Percent, Not Seasonally Adjusted
Bachelor's degree or higher measures education levels. This indicates economic prosperity and median wages.
The data shows autocorrection and seasonality. The data should be differenced and seasonally adjusted.
Data is unable to be distributed by time or geography. The roll up method used is Weighted Average.
Bachelor's Degree or Higher by State
Auto Correction Function
Auto Correlation Function After Differencing
Partial Auto Correlation Function
Data shows autocorrectation indicating a need for differencing
The ACF indicates 2 order differencing is appropriate.
Further differencing is reccommended
The Kwiatkowski-Phillips-Schmidt-Shin (KPSS) test, KPSS Trend = 0.27 p-value = 0.01 indicates that the data is not stationary.
The Shapiro-Wilk test returned W = 0.90 with a p-value =0.14 indicating the data follows a normal distribution.
A skewness score of 0.46 indicates the data are fairly symmetrical.
Hartigan's dip test score of 0.06 with a p-value of 0.98 inidcates the data is unimodal
Statistics (Pearson P/ df, lower => more normal)
The following states do not report for this feature: District of Columbia, South Dakota, Puerto Rico. Additionally, 2020 data is not currently available.
U.S. Census Bureau, Bachelor's Degree or Higher, retrieved from FRED, Federal Reserve Bank of St. Louis; January 27, 2020.