Analysis Checklist

Analysis Checklist Pre-Analysis Exploratory Data Analysis  Inferential Analysis

Create DatasetCollect and organize test data into one location.
Document ProcessDescribe dataset in supplemental documentation.
Clarify Analysis GoalsCommunicate test goals to analysts.
Visualize Raw DataPreview the data collected for individual variables to understand what there is to work with.
Process & CleanDecide how to treat anomalies and recode data entries.
Summarize DataCompute descriptive statistics and describe numerical properties of key variables.
Explore Multivariate DataFind possible relationships among variables and patterns across factors.
Report EDA ConclusionsDocument processing and preliminary findings.
Statistically Model
& Test
Fit statistical models to data and test significance of data patterns.
Visualize & Report ResultsCommunicate findings and conclusions to decision makers.

Leave a Reply