Tidy data

Journal of Statistical Software

Volumn 59, Issue 10, 2014, Pages 1-23

  Wickham, Hadley ^a  

^a RICE UNIVERSITY   (United States)

Author keywords

Data cleaning; Data tidying; R; Relational databases

Indexed keywords

EID: 84907092875     PISSN: 15487660     EISSN: None     Source Type: Journal    
DOI: 10.18637/jss.v059.i10     Document Type: Article

References (19)

1. Bates D, Maechler M, Bolker B, Walker S (2014). lme4: Linear Mixed-Effects Models Using Eigen and S4. R package version 1.1-7, URL http://CRAN.R-project.org/package=lme4.
2. Codd EF (1990). The Relational Model for Database Management: Version 2. Addison-Wesley Longman Publishing, Boston.
3. Dasu T, Johnson T (2003). Exploratory Data Mining and Data Cleaning. John Wiley & Sons.
4. IBM Corporation (2013). IBM SPSS Statistics 22. IBM Corporation, Armonk, NY. URL http://www.ibm.com/software/analytics/spss/.
5. Inselberg A (1985). “The Plane with Parallel Coordinates.” The Visual Computer, 1(2), 69-91.
6. Kandel S, Paepcke A, Hellerstein J, Heer J (2011). “Wrangler: Interactive Visual Specification of Data Transformation Scripts.” In ACM Human Factors in Computing Systems (CHI).
7. Lakshmanan LVS, Sadri F, Subramanian IN (1996). “SchemaSQL-A Language for Interoperability in Relational Multi-Database Systems.” In Proceedings of the 22th International Conference on Very Large Data Bases (VLDB'96), pp. 239-250. ISSN 1047-7349.
8. McKinney W (2010). “Data Structures for Statistical Computing in Python.” In S van der Walt, J Millman (eds.), Proceedings of the 9th Python in Science Conference, pp. 51-56.
9. Raman V, Hellerstein JM (2001). “Potter's Wheel: An Interactive Data Cleaning System.” In Proceedings of the 27th International Conference on Very Large Data Bases (VLDB'01), pp. 381-390.
10. R Core Team (2014). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. URL http://www.R-project.org/.
11. Sarkar D (2008). lattice: Multivariate Data Visualization with R. Springer-Verlag, New York.
12. SAS Institute Inc (2013). The SAS System, Version 9.4. SAS Institute Inc., Cary, NC. URL http://www.sas.com/.
13. StataCorp (2013). Stata Data Analysis Statistical Software: Release 12. StataCorp LP, College Station, TX. URL http://www.stata.com/.
14. Wegman EJ (1990). “Hyperdimensional Data Analysis Using Parallel Coordinates.” Journal of the American Statistical Association, 85(411), 664-675.
15. Wickham H (2007). “Reshaping Data with the reshape Package.” Journal of Statistical Software, 21(12), 1-20. URL http://www.jstatsoft.org/v21/i12/.
16. Wickham H (2009). ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag, New York.
17. Wickham H (2010). “A Layered Grammar of Graphics.” Journal of Computational and Graphical Statistics, 19(1), 3-28.
18. Wickham H (2011). “The Split-Apply-Combine Strategy for Data Analysis.” Journal of Statistical Software, 40(1), 1-29. URL http://www.jstatsoft.org/v40/i01/.
19. Wilkinson L (2005). The Grammar of Graphics. 2nd edition. Springer-Verlag, New York.