Bureau of Labor Statistics (BLS) keeps track of prices of several different items. I selected and plotted a few here.
Applied median filtering and running average filter to make a smoother curve
Really great image from Wikipedia shows why correlation metric is inadequate for many types of data. Correlation assumes a linear model. If data isn’t linear correlation metric is a poor way to look for level of dependency between data.
Doesn’t seem to be going too well.