freshdata profile
inline quality cockpit
Type inference
- signup_date: object → datetime64[ns]
Columns (issue-ranked)
| column | dtype | missing | unique | issues |
|---|
| tier | object |
25% | 3 | 25.4% missing |
| email | object |
12% | 177 | 11.7% missing |
| revenue | float64 |
0% | 199 | 7 potential outlier(s) (iqr) |
| signup_date | object |
0% | 200 | would convert to datetime64[ns] |
| customer_id | int64 |
0% | 200 | — |
Outlier warnings
revenue
Correlations
Numeric correlations are computed on demand to keep this view fast. Call profile.to_frame() or compute df.corr() when you need them.
⬇ JSON