Not all data is created equal—so your charts shouldn’t treat it that way.
Quantitative ≠ Qualitative.
Choosing the right relationship is what makes it work.
Even the best design can’t fix a broken data relationship.
#DataViz#DataAnalytics#DataTypes
“Data is noise until analytics turns it into a signal.”
From Descriptive to Prescriptive, each type of analytics helps answer a different question.
Knowing where you stand can change how you decide.
#DataAnalytics#BI#DataDriven#DecisionMaking
Turning data into decisions takes more than luck.
It takes structure, discipline, and a clear process.
That’s what the Data Analysis Lifecycle is all about.
Because without structure, data is just noise.
#DataAnalytics#DataDriven#Insight#DecisionMaking#Analytics
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