Data Insight Foundations: Step-by-Step Data Analysis with R
Author:   Nikita Tkachenko
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN:  

9798868805790


Pages:   227
Publication Date:   01 April 2025
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Data Insight Foundations: Step-by-Step Data Analysis with R


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Author:   Nikita Tkachenko
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   APress
ISBN:  

9798868805790


Pages:   227
Publication Date:   01 April 2025
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

1. Introduction.- 2. Summary.- 3. Set up.- 4. Data Manipulation.- 6. Tidy Data.- 7. Relational Data.- 8. Data Validation.- 9. Imputation.- 10. Reproducible Research.- 11. Reproducible Environment.- 12. Introduction to Command Line.- 13. Version Control with Git and Github.- 14. Style and Lint your Code.- 15. Modular Code.- 16. Literature Research.- 17. Write.- 18. Layout and References.- 19. Collaboration.- 20. Thesis Template.- 21. Survey Error.- 22. Design Questions.- 23. Survey Tools.- 24. Document.- 25. APIs.- 26. APIs in R.- 27. Data Visualization Fundamentals.- 28. Data Visualization.- 29. A Graph for the Job.- 30. Color Data.- 31. Color Systems.- 32. Make Tables.- 33. Epilogue.

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Author Information

Nikita Tkachenko serves as the Chief Technology Officer (CTO) at Bridges and Barriers Advisory Services. In this role, he specializes in developing data tools tailored for executives at organizations embarking on their transformative data journeys. Beyond his work at Bridges and Barriers, Nikita is deeply engaged in academia. He imparts his knowledge by instructing Research Tools, providing mentorship to students, and conducting research at the University of San Francisco.

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