Take a look at this jsFiddle. The author fades in boxes as they become visible. You porbably need to call chart.js to create the graphs as they become visible, rather than just fade them in (that is if you want the fancy graph animations, rather than just a fade-in :-)) I have tweaked the fiddle and included it below:
$(document).ready(function() {
/* Every time the window is scrolled ... */
$(window).scroll( function(){
/* Check the location of each desired element */
$('.graph').each( function(i){
var bottom_of_object = $(this).position().top + $(this).outerHeight();
var bottom_of_window = $(window).scrollTop() + $(window).height();
/* If the object is completely visible in the window, fade it it */
if( bottom_of_window > bottom_of_object ){
//Code to initialize the graph here.
//This initialization should probably
//be deferred, to ensure performance,
//and the graphs should be marked as
//initialized so we dont't init them
//multiple times (possibly by changing
//their class so .each ignores them).
}
});
});
});