Data Structure Inspector

Perform comprehensive data analysis with this AI prompt, revealing dataset structure, column details, and data quality insights.

What this prompt does

  • Provides a comprehensive data structure inspection based on Hadley Wickham's principles.
  • Analyzes dataset shape, column names, data types, memory usage, and non-null counts.
  • Extracts sample rows to identify inconsistencies, patterns, or data quality issues.

How to use this prompt

  1. Fill in the [My dataset format], [My programming language preference], [My primary analysis goals], [My data size expectations], and [My experience level with data analysis] placeholders with specific information about your dataset and analysis needs.
  2. Example: "My dataset format: CSV, My programming language preference: Python, My primary analysis goals: Identify trends in sales data, My data size expectations: Medium (10,000-50,000 rows), My experience level with data analysis: Intermediate."

Free prompt — copy, paste and run. Part of the Coding prompts collection in the God of Prompt library.

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