# 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