$3.$ The rise of securities markets and the expansion of intermediation by nonbanks has come partly at

the expense of commercial banks. Plot the ratio of bank credit $($FRED code: TOTLL$)$ to debt securities

owed $($FRED code: ASTDSL$),$ and comment on the trend.