Provide a full apa reference entry at the end of the post.

Do some Internet or Library research beyond the text and find a credible resource that deals with data cleaning. Based on the resources, respond to the following for your initial post:
In paragraph form, summarize data cleaning. Include the five characteristics a data set should contain after cleaning: correctness, completeness, accuracy, consistency, and uniformity. Also, discuss methods used for data cleaning or munging, covering statistical methods, text parsing, and data transformations. Conclude your discussion with a conversation about which two characteristics and one method are most important and why.
For the initial post:
Cite your source properly using APA in-text citation.
Provide a full APA reference entry at the end of the post.