File:Data visualization process v1.png

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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2014-09-16 14:35960×720× (96196 bytes)FarcasterUploading a self-made file using [[Wikipedia:File_Upload_Wizard|File Upload Wizard]]
Category:Data science Category:Diagrams uploaded by User:Mdd Category:Flow diagrams Category:Scientific method Category:Reality Category:Decision making Category:English-language diagrams
Category:CC-BY-SA-3.0 Category:Data science Category:Decision making Category:Diagram images that should use vector graphics Category:Diagrams uploaded by User:Mdd Category:English-language diagrams Category:Flow diagrams Category:GFDL Category:License migration redundant Category:PNG that should use vector graphics Category:Reality Category:Scientific method Category:Self-published work