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Data	
  Discover	
  Tools	
  
Dmitry	
  Anoshin	
  
Agenda:
•  What is Data Discovery?
•  How can it be implemented.
•  Existing DD solutions.
•  Tableau
•  Tableau and R
•  Tableau and Qiwi
What Data Discovery is not
•  A static report that’s dropped into your inbox
once a month.
•  A static report that’s dropped into your inbox
once a week.
•  A static report.
•  A report.
(although all DD software CAN be used for
reporting)
What Data Discovery is
•  50% — a marketing buzzword
•  50% — a BI software architecture built around
an interactive approach to analysis
What’s in that approach?
•  Interactivity.
•  Focus on aggregation and visualization.
•  Ability to quickly change filters and query
conditions.
=> iterative approach to formulating business
questions.
•  Top-down approach to analysis via drill-down.
How is it applied in practice
Reporting
•  Provides DATA, not
knowledge.
•  Doesn’t appear on itself.
You need analysis before you
know what kind of report you
need to receive.
•  Used primarily for direct
actions on the lowest level.
Data Discovery
•  Provides WISDOM
•  Most commonly encountered
as dashboards.
•  Illuminates general trends and
phenomena, hinting what sort
of analysis should be
undertaken.
•  Staging ground for reports.
Data Discovery Market
SAP Business Objects Explorer
SAP Business Objects Lumira/
Predictive Analytics
Microstrategy Visual Insight
QlikView	
  
SAS	
  Visual	
  Analy9cs	
  
Oracle	
  Endeca	
  
IBM	
  Cognos	
  Inside	
  
Tableau	
  SoCware	
  
Make	
  analy9cs	
  easy.	
  
For	
  analysts,	
  execu9ves,	
  IT,	
  everyone.	
  
Which Tableau product?
Tableau	
  Data	
  Sources	
  
Tableau	
  visualiza9on	
  
Tableau	
  geo	
  map	
  based	
  on	
  Longitude	
  
and	
  La9tude	
  
Advance	
  Analyses	
  –	
  ABC	
  based	
  on	
  
several	
  clicks	
  
Tableau&Predic9ve	
  Analy9cs	
  
•  Build-­‐in	
  func9ons	
  such	
  as	
  trending	
  and	
  
forecas9ng	
  
•  Integrate	
  with	
  R	
  (SCRIPT_REAL,	
  SCRIPT_INT,	
  
SCRIPT_STR	
  and	
  SCRIPT_BOOL)	
  
Build-­‐in	
  forecast	
  
Outlier	
  
Clusters	
  (kmeans)	
  
Predic9ve	
   Actual	
  

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