One of the frustrating things about Flickr is that there is no real way of measuring how your photos are being received by the world at large. Flickr's Interestngness is a reasonable stab, but by having the algorithms completely hidden there is no way to really understand what it really means. Never-the-less it is a starting point. This tool will look for your top 20 PUBLIC most popular pictures, and show them on a time-line rated by Interestingness.
All of the data used in this tool is available publicly through the Flickr API. It does not look into your private information and you do not need to be logged into Flickr.
Pictures blocked by Flickr SafeSearch will not appear
Like this tool? If so, you can FAV it on Flickr. [You can also provide feedback if you wish]