2026 Updates
May 2026 Data Update
We processed hundreds of millions of records to maintain fresh, accurate, and complete datasets.
Here's what changed this month:
Data Updates
- Total Records Processed: 466.5M records analyzed
- Unique B2B Emails: 35.2M high-quality business emails
- Data Quality: 99.94% valid email rate with minimal duplication
- Collection Period: 10 days of continuous web crawling
- Processing Time: 7h 43m 43s
Overview Statistics
- Total Records: 466.5M
- Unique B2B Emails: 35.2M
- Duplication Rate: 92.45%
- Invalid Email Rate: 0.06%
- Data Collection Period: 10 Days (April 12-21, 2026)
- Peak Activity Hour: 8:00 AM
Top 10 Domains
- ragusawelcome.com: 397.81K records
- public-inbox.org: 314.73K records
- nagasawa-mfg.co.jp: 311.67K records
- festival.shortfilm.com: 294.54K records
- inbox.sourceware.org: 285.86K records
- zdravniki-zobozdravniki.net: 250.03K records
- macrumors.com: 235.95K records
- jsimlo.sk: 222.14K records
- alex0rus.net: 202.39K records
- nafta-sec-us.org: 194.81K records
Role-Based Email Types
- info@: 116.89M emails
- contact@: 11.66M emails
- sales@: 10.75M emails
- support@: 10.34M emails
- hello@: 5.46M emails
- office@: 5.12M emails
- kontakt@: 2.82M emails
- mail@: 2.51M emails
- service@: 2.47M emails
- contato@: 2.02M emails
- Total Role-Based: 218.74M (46.9% of all emails)
Top 30 Countries
- Generic TLD: 217.28M records
- Russia: 29.12M records
- Germany: 26.52M records
- Poland: 16.57M records
- Italy: 13.36M records
- United Kingdom: 11.83M records
- Czech Republic: 9.29M records
- Netherlands: 8.95M records
- Brazil: 7.41M records
- France: 7.19M records
- Ukraine: 5.03M records
- Sweden: 4.76M records
- Spain: 4.71M records
- Australia: 4.69M records
- Switzerland: 4.65M records
- Canada: 4.58M records
- Vietnam: 4.43M records
- EU: 4.01M records
- Austria: 3.86M records
- Belgium: 3.85M records
- Denmark: 3.56M records
- Slovakia: 3.34M records
- India: 3.15M records
- Norway: 3.01M records
- Romania: 2.97M records
- Hungary: 2.91M records
- Greece: 2.87M records
- Japan: 2.44M records
- Turkey: 2.23M records
- Finland: 2.16M records
Domain Categories
- Other: 294.94M records
- E-commerce: 52.55M records
- News: 28.74M records
- Blog: 22.59M records
- Education: 15.86M records
- Technology: 13.50M records
- Business: 10.54M records
- Entertainment: 10.12M records
- Government: 8.95M records
- Social: 7.21M records
- Adult: 1.50M records
Hourly Activity Distribution
Peak activity hour was 8:00 AM with 24.78M records:
- 00:00 — 19.92M records
- 01:00 — 23.25M records
- 02:00 — 21.72M records
- 03:00 — 15.30M records
- 04:00 — 17.63M records
- 05:00 — 23.39M records
- 06:00 — 20.02M records
- 07:00 — 17.38M records
- 08:00 — 24.78M records ← Peak
- 09:00 — 23.57M records
- 10:00 — 12.76M records
- 11:00 — 19.25M records
- 12:00 — 22.11M records
- 13:00 — 16.63M records
- 14:00 — 18.73M records
- 15:00 — 19.46M records
- 16:00 — 20.69M records
- 17:00 — 21.42M records
- 18:00 — 17.77M records
- 19:00 — 19.20M records
- 20:00 — 20.89M records
- 21:00 — 13.42M records
- 22:00 — 15.93M records
- 23:00 — 21.30M records
Email Distribution
- Business Domains: 392.56M emails (84.1%)
- Webmail Domains: 73.68M emails (15.8%)
- File Extension Issues: 273,055 records
- Weekday Activity: 313.36M records (67.2%)
- Weekend Activity: 153.15M records (32.8%)
Data Quality Metrics
- Valid Emails: 466,239,395 — Invalid: 273,055 (99.94% valid)
- Valid URLs: 466,512,450 — Invalid: 0 (100.00% valid)
- Valid Dates: 466,512,450 — Invalid: 0 (100.00% valid)
Daily Time Series
Activity distribution across the collection period:
- 2026-04-12: 64.80M records
- 2026-04-13: 59.61M records
- 2026-04-14: 58.16M records
- 2026-04-15: 62.92M records
- 2026-04-16: 47.08M records
- 2026-04-17: 23.66M records
- 2026-04-18: 27.07M records
- 2026-04-19: 5.68M records
- 2026-04-20: 8.21M records
- 2026-04-21: 7.64M records
✅ Analysis complete! Processed 466.5M records with 99.94% email validity and comprehensive geographic coverage across 30+ countries.
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