Systems and methods are provided for generating interactive chart visualizations that incorporate multiple datasets. The charts include different scales that correspond to the different datasets. At least one of the scales can also be selectively hidden. The hidden scale(s) will be rendered in response to user input selecting data/objects corresponding to the hidden scale(s).