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An Exploration in Analysis and
        Visualization
           Dorai Thodla
         iMorph Inc., USA
     @dorait dorait@gmail.com
Processing
   Text
Find Vocabulary of
     Business
Identify Important
Concepts, Entities,
   Connections
Find
Emerging Trends
A Page from Hindu Business Line

                     A Link to the RSS Feed for
                     InfoTech:
                     http://www.thehindubusin
                     essline.com/industry-and-
                     economy/info-tech
We Create a
Word Cloud
http://tagcrowd.com/
Good, But
Does Not Tell Us Much
We Created Our Own




                               Words, Bigrams or Tri-grams

Web Page or RSS Feed or File
A Bit More Flexible
We Wanted
More Than A Static Cloud
A Trend Cloud
Some One Asked
      For
About Companies
Company Cloud
How Can We
Do It Better?
What We Have
Tools:
• An Ingestor (web pages, feeds)
• An optional Filter
• An n-gram generator

Process:
• Preserve Historical Data
• Preserve context
How Can We
Make It Better?
Natural Language
   Processing
What About
 Entities?
How Do We
Connect The Dots?
How Do We Detect
Outliers (Weak Signals)?
Some Possible
 Applications
Analyze Technology
      News?
Analyze Business
     News?
Find
Emerging Trends
Find
Opportunities

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