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Ummo

Ummo

Your personalized speech coach

•0 reviews•

10 followers

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Company Info
ummoapp.comApp Store
Ummo Info
Launched in 2016View 2 launches
Forum
p/ummo
Awards
Ummo was ranked #4 of the day for April 27th, 2016
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Ummo Launches

Clinton vs Trump Debate Analysis
Clinton vs Trump Debate Analysis Lexical and sentiment analysis of Presidential Debate 1

Launched on October 4th, 2016

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This is the 2nd launch from Ummo. View more

Clinton vs Trump Debate Analysis

Lexical and sentiment analysis of Presidential Debate 1
Clinton vs Trump Debate Analysis gallery image
Clinton vs Trump Debate Analysis gallery image
Clinton vs Trump Debate Analysis gallery image
Clinton vs Trump Debate Analysis gallery image
Launch tags:
Analytics•Tech
Launch Team
Sinchan Banerjee
Anshul Bhagi

What do you think? …

Anshul Bhagi
Anshul Bhagi
MOB: Mother Of all Bots

MOB: Mother Of all Bots

Maker
Approach: We started with the transcript at http://www.vox.com/2016/9/26/130... and then passed the candidates' text (not the audio or the video) through a lexical / sentiment analysis layer, built on top of a part-of-speech tagger from third-party nlp libraries and the sentiment / emotion classifier provided by IBM Watson's AlchemyLanguage API.
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8yr ago
Andrea Coravos
Andrea Coravos
Ummo

Ummo

@anshulbhagi Curious, how is "sentiment" calculated?
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8yr ago
Anshul Bhagi
Anshul Bhagi
MOB: Mother Of all Bots

MOB: Mother Of all Bots

Maker
@andreacoravos AlchemyLanguage takes a supervised learning approach to sentiment calculation. A neural net is trained on in-context English word data, labeled as positive / negative / neutral, and so feeding in a test set (e.g. the candidates' speech transcript) results in an output that represents positive / negative / neutral along with a confidence interval, which we communicate in this analysis as the 'certainty'.
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8yr ago