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CSV Data Quality Report — Sample

Contacts export · 2,847 records · Scanned Jun 7, 2026
📄 salesforce_contacts_export.csv Sample
2,847
Total Records
412
Total Issues Found
78%
Completeness
94
Duplicate Emails
37
Bad Emails
219
Missing Phones
Contact Data Quality Report · 2,847 records · Scanned Jun 7, 2026
Contacts
62
/100
Needs Attention
412 issues found across contact data quality.
Completeness78%
Format Quality87%
Uniqueness67%
🔀 Duplicate Detection
3 issues
94
duplicate email addresses (exact match)
High
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61
records with matching Name + Company (possible duplicates)
Medium
18
records sharing the same phone number
Low
📧 Email Validation
2 issues
21
records with malformed email addresses
High
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16
records with likely email typos (e.g. gmial.com, yaho.com)
Medium
📞 Phone Formatting
2 issues
219
records with no phone number
Medium
143
records with inconsistent phone formatting (mixed E.164 / raw / local)
Low
🏷️ Name Quality
2 issues
47
records with ALL CAPS name formatting
Medium
29
records with all lowercase name formatting
Low
⚠️ Missing Critical Fields
2 issues
626
records missing Email
High
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219
records missing Phone
Medium
🔍 Sample Affected Records
10 shown
RowNameEmailPhoneIssues
2SARAH JOHNSONsarah.j@gmial.com—ALL CAPS name, Typo domain: gmial.com, Missing phone
5Michael Chenmichael.chen@(415) 555-0192Malformed email
9Jennifer Williamsj.williams@company.com(415) 555-0192Duplicate email, Duplicate phone
14david martinezdavid.m@outlook.com—all lowercase name, Missing phone
17Ashley Brownashley.b@yaho.com4155550847Typo domain: yaho.com
22Robert Taylor——Missing email, Missing phone
28EMILY DAVISemily.davis@company.com415-555-0234ALL CAPS name, Duplicate email
35James Wilsonjames.wilson@+14155550991Malformed email
41Linda Andersonl.anderson@corp.com—Missing phone
47Kevin Moorek.moore@hotmai.com415.555.0176Typo domain: hotmai.com
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