02 / EXPLORE DATA
Get to know your data.
Find patterns, spot gaps and see what’s possible.
Curious where to start? Explore a question with a guided lab.
Customer retention10 columns detected · 5 numerical · 5 categorical
SAMPLE DATATotal records1,207Rows in your dataset
Data columns10Potential model inputs
Completeness99.7%40 missing values
Worth a look21 columns with gaps + duplicates
How your data is distributed
Record counts across values
Tenure MonthsMedian 36 · Range 1–72
Churned
A closer look at the categories
2categories
No80%
Yes20%
7 duplicate rows need a decision.
Exact duplicates can make a model look better than it is. We recommend removing them.
Data preview
1,207 records · Double-click a cell, or focus it and press Enter| # | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | CUS-0001 | 55 | 79 | Monthly | 15 | 4 | Direct debit | 4 | Midlands | Yes |
| 2 | CUS-0002 | 68 | 74 | Annual | 25 | 3 | Card | 4 | North | No |
| 3 | CUS-0003 | 53 | 79 | Monthly | 3 | 4 | Direct debit | 4 | London | No |
| 4 | CUS-0004 | 4 | 40 | Annual | 13 | 2 | Direct debit | 4 | Midlands | No |
| 5 | CUS-0005 | 25 | 100 | Two-year | 23 | 2 | Card | 5 | North | No |