# January 2026 Data Update

We processed hundreds of millions of records to maintain fresh, accurate, and complete datasets.  
Here's what changed this month:

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## Data Updates

- **Total Records Processed:** 640M pages crawled
- **Unique B2B Emails:** 44.94M high-quality business emails
- **Data Quality:** 99.94% valid email rate with minimal duplication
- **Collection Period:** 10 days of continuous web crawling

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## Overview Statistics

- **Total Crawled Pages:** 640M
- **Unique B2B Emails:** 44.94M
- **Duplication Rate:** 92.98%
- **Invalid Email Rate:** 0.06%
- **Data Collection Period:** 10 Days
- **Pages Processed:** 640 Million Pages in 10 days

<img alt="Overview statistics" src="/images/data/january-2026/overview.svg" />

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## Top 10 Domains

- **inbox.sourceware.org:** 835.96K records
- **ville-bagnolet.fr:** 530.73K records
- **wtcgdynia.com.pl:** 453.11K records
- **ys99.com:** 419.44K records
- **nagasawa-mfg.co.jp:** 389.36K records
- **feedc0de.org:** 382.44K records
- **tvwatchers.nl:** 369.94K records
- **jsimlo.sk:** 369.15K records
- **macrumors.com:** 328.69K records
- **arrl.org:** 324.86K records

<img alt="Top 10 domains" src="/images/data/january-2026/top_domains.svg" />

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## Role-Based Email Types

- **info@:** 155.15M emails
- **contact@:** 15.18M emails
- **sales@:** 14.09M emails
- **support@:** 13.14M emails
- **office@:** 6.67M emails
- **hello@:** 6.41M emails
- **kontakt@:** 3.79M emails
- **mail@:** 3.62M emails
- **service@:** 3.46M emails
- **contato@:** 2.41M emails
- **Total Role-Based:** 288.37M (45.1% of all emails)

<img
    alt="Role-based email types"
    src="/images/data/january-2026/role_based_emails.svg"
/>

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## Top 15 Countries

- **Generic TLD:** 286.55M records
- **Russia:** 44.88M records
- **Germany:** 39.91M records
- **Poland:** 23.31M records
- **Italy:** 20.77M records
- **United Kingdom:** 15.27M records
- **Czech Republic:** 13.83M records
- **Netherlands:** 12.02M records
- **France:** 10.67M records
- **Brazil:** 9.61M records
- **Switzerland:** 6.79M records
- **Australia:** 6.60M records
- **Sweden:** 6.50M records
- **Spain:** 6.47M records
- **Ukraine:** 6.44M records

<img alt="Top 15 countries" src="/images/data/january-2026/countries.svg" />

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## Domain Categories

- **Other:** 402.12M records
- **E-commerce:** 72.37M records
- **News:** 41.24M records
- **Blog:** 31.16M records
- **Education:** 23.28M records
- **Technology:** 17.20M records
- **Business:** 14.12M records
- **Entertainment:** 13.21M records
- **Government:** 12.95M records
- **Social:** 10.39M records
- **Adult:** 1.90M records

<img alt="Domain categories" src="/images/data/january-2026/categories.svg" />

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## Email Analysis

- **Webmail Domains:** 103.13M (22.9% of unique B2B Emails)
- **Business Domains:** 536.38M (83.9% of total)
- **Role-Based Emails:** 288.37M (45.1% of all emails)
- **File Extension Junk:** 406.78K detected and filtered
- **Valid Email Rate:** 99.94%

Role-based emails include: info@, sales@, support@, contact@, office@, hello@, kontakt@, mail@, service@, and more.

<img alt="Email analysis" src="/images/data/january-2026/email_analysis.svg" />

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## Daily Time Series (Last 10 Days)

- **2025-12-08:** 52.23M records
- **2025-12-09:** 52.26M records
- **2025-12-10:** 49.97M records
- **2025-12-11:** 48.41M records
- **2025-12-12:** 48.97M records
- **2025-12-13:** 50.11M records
- **2025-12-14:** 50.85M records
- **2025-12-15:** 49.00M records
- **2025-12-16:** 49.16M records
- **2025-12-17:** 29.94M records

Peak day: December 9, 2025 with 52.26M records processed.

<img alt="Daily time series" src="/images/data/january-2026/daily_series.svg" />

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## Key Highlights

- **Record Quality:** Achieved 99.94% valid email rate, our highest ever
- **Deduplication Efficiency:** 92.98% duplication rate shows effective filtering
- **Role-Based Coverage:** 288.37M role-based emails identified across all industries
- **Geographic Reach:** Coverage spans 30+ countries with strong presence in Europe and Asia
- **Category Diversity:** E-commerce leads with 72.37M records, followed by News and Blog sectors