Data Analysis
Data Analysis
Kelly Rivers and Stephanie Rosenthal
15-110 Fall 2019
Data Science vs Data Analytics
Data science is the application of computational and statistical
techniques to address or gain insight into some problem in the
real world that can be captured by data
Data analysis is the application of the same techniques to gain
insight only into the data collected
Data Science/Analysis Process
Hypothesis
Generation
Data
Collection
Data
Cleaning
Exploration/
Visualization
Presentation
and Action
Insight and
Decision
Making
Statistics &
Analysis
Applications
Web Search
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