I'd be interested to see some examples of nuanced sentiment analysis. I'm just a google-fu nltk/scapy duffer so I'm sure I'm nowhere near the horizon of capability, but what I have seen is so woefully out of touch and brittle that I wouldn't trust it for anything other than large scale bulk trend analysis.

Look up "aspect based sentiment analysis"

Checking this out now and getting much better results, thank you!