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Big Open Data in Medicine with R and Mind Mapping
Big Open Data in Medicine with R and Mind Mapping
Big Open Data in Medicine with R and Mind Mapping
Big Open Data in Medicine with R and Mind Mapping
Big Open Data in Medicine with R and Mind Mapping
Big Open Data in Medicine with R and Mind Mapping
Big Open Data in Medicine with R and Mind Mapping
Big Open Data in Medicine with R and Mind Mapping
Big Open Data in Medicine with R and Mind Mapping
Big Open Data in Medicine with R and Mind Mapping
Big Open Data in Medicine with R and Mind Mapping
Big Open Data in Medicine with R and Mind Mapping
Big Open Data in Medicine with R and Mind Mapping
Big Open Data in Medicine with R and Mind Mapping
Big Open Data in Medicine with R and Mind Mapping
Big Open Data in Medicine with R and Mind Mapping
Big Open Data in Medicine with R and Mind Mapping
Big Open Data in Medicine with R and Mind Mapping
Big Open Data in Medicine with R and Mind Mapping
Big Open Data in Medicine with R and Mind Mapping
Big Open Data in Medicine with R and Mind Mapping
Big Open Data in Medicine with R and Mind Mapping
Big Open Data in Medicine with R and Mind Mapping
Big Open Data in Medicine with R and Mind Mapping
Big Open Data in Medicine with R and Mind Mapping
Big Open Data in Medicine with R and Mind Mapping
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Big Open Data in Medicine with R and Mind Mapping

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Big Open Data in Medicine with R and Mind Mapping. …

Big Open Data in Medicine with R and Mind Mapping.
Medicare data analysis.

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  • 1. (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml Big Open Data in Medicine with R and Mind Mapping [Medicare analysis] Image courtesy of rajcreationzs,/ FreeDigitalPhotos.net
  • 2. Medicare Provider Utilization and Payment Data (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  • 3. Information description • Medicare Provider Utilization and Payment Data: Physician and Other Supplier • Information on services and procedures provided to Medicare beneficiaries by physicians and other healthcare professionals • Contains information on utilization, payment (allowed amount and Medicare payment), and submitted charges organized by National Provider Identifier (NPI) • 9,153,273 rows • Covers calendar year 2012 • 27 variables (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  • 4. Description of the process • Simple statistical analysis • Using the R language • Display of results using Mind Mapping • Example to introduce the possibilities of Mind Mapping in Big Data visualization • Because we are using public data, we can talk of Big Open Data (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  • 5. Processing with R (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  • 6. Mind Map created from the results of R (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  • 7. Hyperlink to CMS.gov (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  • 8. Description of the information processed with R (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  • 9. Structure of the variables (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  • 10. Provider information variables (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  • 11. Detail of provider information variables (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  • 12. Service information variables (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  • 13. Charges variables (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  • 14. Payment variables (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  • 15. Summaries (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  • 16. Average payments per country (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  • 17. Results by country (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  • 18. Plot of payments per country (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  • 19. Average payments per state (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  • 20. Results by State (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  • 21. Plot of results by State (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  • 22. Average by Entity Code (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  • 23. Results of correlation Payments-Charges Analysis by State (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  • 24. Chart of Correlation Payments-Charges Analysis by State (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  • 25. Image courtesy of Stuart Miles / FreeDigitalPhotos.net(C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml
  • 26. Contact Information José M. Guerrero jm@infoseg.com Slideshare Presentations Linkedin profile (C) Infoseg 2014 http://www.infoseg.com/mi_01_en.shtml

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