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
- 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.
- 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.