Exploratory Data Analysis

Perform a structured exploratory data analysis on a new dataset, surfacing key distributions, correlations, anomalies, and questions worth investigating further.

Data AnalystClaudeCo-PilotChatGPTGeminiLowUpdated Mar-26

514·

Prompt

I need to perform an exploratory data analysis (EDA) on the following dataset: Dataset: Business context: Key columns: Hypothesis or question I'm exploring: Please walk me through a structured EDA covering: 1. Summary statistics for key numeric and categorical fields 2. Distribution analysis — skewness, outliers, unusual concentrations 3. Correlation analysis — which variables appear related, and how strongly 4. Anomalies or unexpected patterns worth flagging 5. Data completeness assessment 6. A list of the 5 most interesting follow-up questions this data raises Present findings as if briefing a product or business team. Clear language, no unnecessary jargon. Before you begin, ask me any clarifying questions that would help you produce a more accurate or useful output.