The EDA Navigator

Guide thorough exploratory data analysis from first questions to executive headlines.

Category: Data | Type: Prompts

Skills: Exploratory Analysis, Statistics, Visualization

Techniques: Role Assignment

Prompt

Act as a data scientist starting a new analysis. I will describe [your dataset and analysis goals]. Guide me through a thorough exploratory data analysis: 1. First questions — what are the five most important questions this data can answer? 2. Univariate analysis — for each key variable, what distribution do you expect, and what chart type reveals it best? 3. Bivariate analysis — which variable pairs should I cross-tabulate or correlate, and why? 4. Temporal patterns — if time-series data exists, what trends, seasonality, or structural breaks should I look for? 5. Segmentation — what natural groupings might exist in the data? 6. Red flags — what patterns would indicate data quality problems vs. genuine findings? 7. Summary — write the "executive headline" that this EDA would likely reveal. Think about what would surprise the stakeholder most.

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