Create a website that displays a company's twitter sentiments and positive and negative tweets

I want to use customer's/people's tweets and the sentiment of these tweets to 'score' a range of companies within a given industry. The scores (outlined in graphs) and the positive and negative tweets should display on the website. It involves working with an existing "Twitter sentiment classifier" API (XML API, [login to view URL]) * download tweets (+ automatically check latest tweets and download daily). I think there is a python script for this called tweepy. * check sentiment of tweets against above api. * website should display a sentiment score in the form of: 1. Total using a gauge chart (e.g. 350 positive tweets / 500 total tweets = 70% score) 2. Monthly trendline chart (average monthly against all other companies) * website should display: - column sorting with latest positive tweets (user, user handle, image, tweet text, date etc etc) - column sorting with latest negative tweets (user, user handle, image, tweet text, date etc etc) (neutral tweets excluded) I would like the frontend design to be Twitter Bootstrap framework (responsive design and graphs comes out of the box) See examples of other websites (i'm after another niche) that accomplish what I am after: [login to view URL] and [login to view URL] See screenshot of very basic mockup.