Assessing Data
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01. Introduction
02. Lesson Outline
03. Dataset: Oral Insulin Phase II Clinical Trial Data
04. Unclean Data: Dirty vs. Messy 1
05. Unclean Data: Dirty vs. Messy 2
06. Assessment: Types vs. Steps
07. Visual Assessment
08. Visual Assessment: Acquaint Yourself
09. Quality: Visual Assessment 1
10. Assessing vs. Exploring
11. Quality: Visual Assessment 2
12. Data Quality Dimensions 1
13. Data Quality Dimensions 2
14. Programmatic Assessment
15. Quality: Programmatic Assessment 1
16. Quality: Programmatic Assessment 2
17. Tidiness: Visual Assessment
18. Tidiness: Programmatic Assessment
19. How Data Gets Dirty and Messy
20. You Can Iterate!
21. Assessing Summary
22. Conclusion
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04. Unclean Data: Dirty vs. Messy 1
Unclean Data: Dirty Messy
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