FIND THE PROBLEM. KEEP THE EVIDENCE.

Good analysis starts
with better data.

Investigate a CSV. Preview the fix. Know exactly what changed.

YOUR NEXT CASEUp to 2 MB · 10,000 rows · 50 columns

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CURRENT INVESTIGATION

6 columns0 cleaning stepsILLUSTRATIVE SAMPLE

ROWS

MISSING CELLS

DUPLICATE ROWS

COMPLETE ROWS

Show

ROW	order_id	customer	region	amount	status	email
1	1001	Asha	West	125.50	Complete	asha@example.test
2	1002	Dev	west	89.00	complete	DEV@example.test
3	1003	Mira	North	Missing	Pending	mira@example.test
4	1004	Noah	East	240.00	Complete	noah@example.test
5	1002	Dev	west	89.00	complete	DEV@example.test
6	1005	Isha	South	75.00	Pending	isha@example.test
7	1006	Arjun	North	not recorded	Complete	arjun@example.test
8	1007	Missing	East	180.00	Pending	Missing
9	1008	Leah	West	110.00	Complete	leah@example.test
10	1009	Sam	South	0	Cancelled	sam@example.test
11	1010	Diya	North	310.00	Complete	diya@example.test
12	1011	Alex	East	95.00	pending	alex@example.test
13	Missing	Missing	Missing	Missing	Missing	Missing
14	1012	Emi	West	220.00	Complete	emi@example.test
15	1013	Kai	North	55.00	Complete	kai@example.test
16	1014	Nia	South	130.00	Pending	nia@example.test
17	1015	Leo	East	175.00	Complete	leo@example.test
18	1016	Ari	West	65.00	Complete	ari@example.test
19	1017	Zoe	South	Missing	Pending	zoe@example.test
20	1018	Jay	North	205.00	Complete	jay@example.test

20 matching rows · Page 1 of 1

Missing cell Outer whitespace Duplicate row copy

03 / TAKE THE NEXT STEP

Clean data. Clear record.

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