StockBubbler is an interactive visualization tool for observing stock market data and predicting the onset of a stock market bubble burst. StockBubbler can be used by financial regulators to study market capitalization data through the circle packed design of StockBubbler along with the geometric mean return and percentage change in performance values to detect a potential bubble in the system.