Seems like a reasonable idea but I think you will have trouble getting reliable data, and there are a number of sentiment indicators for free:
CBOE put/call ratio: http://stockcharts.com/h-sc/ui?s=$CPCE&p=D&yr=1&mn=6&dy=0&id=p15844037931
This site has a free short term and longer term...