# 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:
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## 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
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## 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)
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## 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
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## 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.