File:Data visualization process v1.png

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Summary

Description
English: Flowchart showing the data visualization process.

Diagram overview

This diagram shows the data science process.

  • Data is collected from sensors in the environment, represented by the globe.
  • Data is "cleaned" or otherwise processed to produce a data set (typically a data table) usable for processing.
  • Exploratory data analysis and statistical modeling may then be performed.
  • A "data product" is a program such as retailers use to suggest new purchases based on purchase history. It can also create data and feed it back into the environment.

This diagram is based on a similar diagram in "Doing Data Science" by O'Neill and Schutt (2014).[1]

Gil Press discussed the history of data science and related terminology in a Forbes article in May 2013.[2]

References

  1. ↑ O'Neil, Cathy and, Schutt, Rachel (2014) Doing Data Science, O'Reilly ISBN: 978-1-449-35865-5.
  2. ↑ Forbes-Gil Press-A Very Short History of Data Science-May 2013
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Author Farcaster at English Wikipedia

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The original description page was here. All following user names refer to en.wikipedia.
Date/Time Dimensions User Comment
2014-09-16 14:35 960×720× (96196 bytes) Farcaster Uploading a self-made file using [[Wikipedia:File_Upload_Wizard|File Upload Wizard]]

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Date/TimeThumbnailDimensionsUserComment
current13:53, 7 August 2016Thumbnail for version as of 13:53, 7 August 2016960 × 720 (73 KB)KraussOnly add (scientific) "Reality" at the globe.
09:19, 11 May 2015Thumbnail for version as of 09:19, 11 May 2015960 × 720 (94 KB)MddTransferred from en.wikipedia

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