analysis framework

DataFunTalk

Feb 28, 2023 · Big Data

Data Analysis: Steps, Methods, and Thinking Frameworks

This article explains how to conduct data analysis by accurately interpreting numbers and context, objectively assessing problems with standards, selecting appropriate analytical methods, and adopting structured thinking frameworks such as business‑process, department‑function, and strategy‑goal orientations to derive actionable insights.

Big Dataanalysis frameworkanalytics methods

0 likes · 7 min read

Data Analysis: Steps, Methods, and Thinking Frameworks

DataFunTalk

Aug 16, 2021 · Fundamentals

Common Pitfalls in Problem Identification and Analysis Thinking for Data Analysts

The article explains how analysts should responsibly identify problems and choose analysis frameworks, illustrating typical traps such as unclear metric definitions, Simpson's paradox, and false causation through three practical scenarios and offering structured thinking methods to avoid chaotic analysis.

Simpson's paradoxanalysis frameworkanalysis pitfalls

0 likes · 7 min read

Common Pitfalls in Problem Identification and Analysis Thinking for Data Analysts