What it does
When you receive a new dataset — a sales spreadsheet, a CRM export, a database dump — the first instinct is to start making charts right away. But without understanding the quality, types, and distribution of the data, you risk drawing incorrect conclusions. This prompt performs a complete X-ray of your data: how many records it contains, what's missing, which values appear incorrect, and how each column behaves. Use it whenever you receive new data to work with, when taking over an analysis project, or when you suspect the data may have quality issues.
When to use
- When you receive a new dataset — a sales spreadsheet, a CRM export, a database dump — and need to resist the urge to immediately start creating visualizations
- When you need to understand data quality, types, and distribution before drawing conclusions that could be misleading
- When you need a complete profile of your data: record count, missing values, suspicious entries, and column-level behavior patterns
- When starting work with new data, taking over an analysis project, or suspecting potential data quality problems
What you will get
A structured result ready to use, personalized for your context.