All markup within the foreach block is duplicated for each element within the array. So, in your markup above, you will have one
<div id="placeholder" style="width:400px;height:300px;float:right"></div>
for each person in the people array. So that will result in duplicate "placeholder" elements.
Also, you are trying to draw the graph in the document ready function with
$.plot($("#placeholder"), data, options);
Which won't work because the element won't even exist yet. Can you explain what you are trying to do? Are you trying to draw a graph for each person? If so, you should create a custom binding (see: custom binding doc