2026 Updates
June 2026 Data Update
We processed hundreds of millions of records to keep our datasets fresh, accurate, and complete.
Here’s what changed this month:
Data Updates
- Total Records Processed: 761.95M records analyzed
- Unique B2B Emails: 50.33M high-quality business emails
- Data Quality: 99.93% valid email rate with minimal duplication
- Collection Period: 10 days of continuous web crawling
- Processing Time: 12h 46m 19s
Overview Statistics
- Total Records: 761.95M
- Unique B2B Emails: 50.33M
- Duplication Rate: 93.39%
- Invalid Email Rate: 0.07%
- Data Collection Period: 10 Days
- Peak Activity Hour: 14:00
Top 10 Domains
- ragusawelcome.com: 608.28K records
- public-inbox.org: 545.28K records
- nagasawa-mfg.co.jp: 544.32K records
- inbox.sourceware.org: 417.95K records
- dazoo.ne.jp: 354.57K records
- jsimlo.sk: 326.73K records
- macrumors.com: 315.55K records
- exibart.com: 304.99K records
- ys99.com: 276.52K records
- lists.debian.org: 271.90K records
Role-Based Email Types
- info@: 191.75M emails
- contact@: 18.89M emails
- sales@: 17.71M emails
- support@: 16.97M emails
- hello@: 8.94M emails
- office@: 8.56M emails
- kontakt@: 4.41M emails
- service@: 4.13M emails
- mail@: 4.09M emails
- contato@: 3.24M emails
- Total Role-Based: 358.06M (47.0% of all emails)
Top 30 Countries
- Generic TLD: 355.53M records
- Russia: 46.68M records
- Germany: 44.93M records
- Poland: 24.76M records
- Italy: 23.99M records
- United Kingdom: 18.89M records
- Czech Republic: 15.28M records
- Netherlands: 14.59M records
- Brazil: 12.11M records
- France: 11.52M records
- Ukraine: 8.54M records
- Spain: 7.87M records
- Sweden: 7.79M records
- Switzerland: 7.48M records
- Canada: 7.48M records
- Australia: 7.40M records
- Vietnam: 6.77M records
- EU: 6.66M records
- Austria: 6.28M records
- Belgium: 6.25M records
- Denmark: 5.85M records
- Slovakia: 5.31M records
- India: 5.17M records
- Romania: 4.81M records
- Japan: 4.71M records
- Hungary: 4.69M records
- Norway: 4.67M records
- Greece: 4.31M records
- Finland: 3.56M records
- Turkey: 3.46M records
Domain Categories
- Other: 482.14M records
- E-commerce: 84.49M records
- News: 43.66M records
- Blog: 41.33M records
- Education: 26.32M records
- Technology: 22.16M records
- Business: 18.62M records
- Government: 15.03M records
- Entertainment: 13.72M records
- Social: 12.02M records
- Adult: 2.47M records
Data Quality Metrics
- Valid URLs: 761,953,381 — Invalid: 0 (100.00% valid)
- Valid Emails: 761,440,941 — Invalid: 512,440 (99.93% valid)
- Valid Dates: 761,953,381 — Invalid: 0 (100.00% valid)
Temporal Patterns
- Peak Hour: 14:00
- Peak Day: 2026-05-14
- Activity Spread: 24 hours
- Weekday vs Weekend: 558,985,350 vs 202,968,031
Daily Time Series
- 2026-05-12: 59.73M records
- 2026-05-13: 61.30M records
- 2026-05-14: 61.61M records
- 2026-05-15: 57.50M records
- 2026-05-16: 54.69M records
- 2026-05-17: 58.93M records
- 2026-05-18: 60.27M records
- 2026-05-19: 60.83M records
- 2026-05-20: 61.45M records
- 2026-05-21: 53.73M records
✅ Analysis complete! Processed 761.95M records with 99.93% email validity and broad coverage across 30+ countries.
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