After sorting that out, I wrote a Python script to display tweets for a given hashtag (display-hashtag.py) which can be found in my tweetypi GitHub repo. I use Python Twitter Tools by Mike Verdone to search Twitter.
Follow these instructions to install the hashtag display:
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