# Data Profile: customers.csv **Verdict:** 🟡 Usable with caveats — 3 issue(s) found ## Overview | Metric | Value | |---|---| | Rows profiled | 8 | | Columns | 6 | | Duplicate rows | 1 | | Ragged rows | 0 | ## Columns | Column | Type | Nulls | Unique | Stats | |---|---|---|---|---| | id | integer | 0 | 7 | min=1.0, max=8.0, mean=4.375, median=4.5 | | name | string | 0 | 7 | top: Eve (2), Alice (1), Bob (1), Carol (1), Dan (1) | | age | integer | 1 | 6 | min=27.0, max=52.0, mean=37.0, median=38.0 | | city | string | 1 | 3 | top: Montreal (4), Toronto (2), Vancouver (1) | | signup_date | date | 0 | 7 | — | | score | float | 0 | 7 | min=60.2, max=999.9, mean=309.5875, median=84.9 | ## Issues - `age` has 1 missing values (12.5%) - `city` has 1 missing values (12.5%) - 1 duplicate rows