Uncategorized

A photoessay speak a 1,000 words?

I have been doing some research and modeling the use of words that could then create predictive analytics based on behaviors and sharing some of the random slides with you.

A brief into ruction from wikipedia on what an n-gram is?  http://en.wikipedia.org/wiki/N-gram

“In the fields of computational linguistics and probability, an n-gram is a contiguous sequence of n items from a given sequence of text or speech. The items can be phonemessyllablesletters,words or base pairs according to the application. The n-grams typically are collected from a text or speech corpus.An n-gram of size 1 is referred to as a “unigram”; size 2 is a “bigram” (or, less commonly, a “digram”); size 3 is a “trigram“. Larger sizes are sometimes referred to by the value of n, e.g., “four-gram”, “five-gram”, and so on.”

So does it mean we think Social is new? Not for over 200 years! Seems a little in decline now actually?

Screen Shot 2014-04-14 at 9.31.20 AM

What if we could look at word usage and determine stock prices?

Screen Shot 2014-04-14 at 9.22.22 AMScreen Shot 2014-04-14 at 9.21.26 AM Screen Shot 2014-04-14 at 9.21.40 AM

 

Or why Supplychain is a critical investment opportunity?

Screen Shot 2014-04-14 at 9.35.15 AM

 

What if we could see that farming and water have a relationship?

Screen Shot 2014-04-14 at 9.16.34 AM

 

What if we can see technology changing in-front of our eyes and know what next?

Screen Shot 2014-04-14 at 9.11.18 AM Screen Shot 2014-04-14 at 9.11.46 AM

 

And derive that Behavior is the pivot?
Screen Shot 2014-04-14 at 9.12.04 AM

And look at how business models are always a fundamental?
Screen Shot 2014-04-14 at 9.24.50 AM Screen Shot 2014-04-14 at 9.25.30 AM Screen Shot 2014-04-14 at 9.25.50 AM Screen Shot 2014-04-14 at 9.26.17 AM

And why the word “Aggregate” is always critical for 200 years or more?

Screen Shot 2014-04-14 at 9.27.12 AM

And why “Climate change” in the last 50 years has become an issue?

 

Screen Shot 2014-04-14 at 9.28.03 AM

 

Whatever you derive is interesting. But the work around word usage reflect behaviors which are a privet to creating analytical models that can potentially be leveraged from buying equities to understanding change. That’s part of my work with a very smart team. Love to hear your thoughts.

You should try https://books.google.com/ngrams  very interesting.

 

Disclosure: Our work is not part of any work or research at Google.

Categories: Uncategorized

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