November Data Update

This is our first official data update
We processed billions of records to keep datasets fresher, more accurate, and more complete.
Here’s what changed this month:

Data Updates

• Emails: Imported, updated, and enriched 49.43M email records for higher accuracy and coverage.
• Companies: Enhanced 10.51M company profiles with social media links, detailed descriptions, country information, and additional attributes.

Statistics Overview

• Total Crawled Pages: 2.08B
• Unique B2B Emails: 49.43M
• Duplication Rate: 97.63%
• Invalid Email Rate: 8.97%
• Processing Time: 33h 22m 56s
• Pages Processed: 2.08 Billion Pages in 33 hours

Email Analysis

• Webmail Domains: 278.39M (5.63% of unique B2B Emails)
• Business Domains: 1.62B (85.3% of total)
• Role-Based Emails: 961.42M (50.7% of all emails; info@, sales@, support@, contact@, etc.)

Top 10 Role-Based Email Types

• info – 504.41M
• sales – 55.77M
• support – 44.84M
• contact – 44.66M
• hello – 25.20M
• office – 20.15M
• admin – 13.74M
• service – 11.95M
• kontakt – 11.40M
• mail – 11.20M

Daily Time Series (Last 10 Days)

• 10-10 – 157.02M
• 10-11 – 166.32M
• 10-12 – 157.82M
• 10-13 – 155.32M
• 10-14 – 161.35M
• 10-15 – 152.41M
• 10-16 – 153.38M
• 10-17 – 121.73M
• 10-18 – 118.43M
• 10-19 – 3.44M

Weekday vs Weekend Activity

• Weekday: 1.29B (69.1%)
• Weekend: 576.28M (30.9%)

Domain Categories

• Other – 1.20B
• E-commerce – 401.28M
• News – 115.82M
• Blog – 88.23M
• Technology – 61.72M
• Education – 55.48M
• Business – 45.93M
• Entertainment – 44.24M
• Government – 32.51M
• Social – 29.87M
• Adult – 7.13M

Top Countries

• Generic TLD – 1.02B
• Russia – 162.57M
• Germany – 108.51M
• United Kingdom – 55.12M
• Poland – 53.96M
• Italy – 48.20M
• Czech Republic – 45.58M
• Netherlands – 37.64M
• France – 28.47M
• Brazil – 28.05M
• Australia – 27.36M
• Sweden – 21.74M
• Canada – 21.14M
• Spain – 19.52M
• Ukraine – 19.38M

Hourly Activity

• Peak hour: 5:00 AM (80.87M records)

Top Domains

• lists.wikimedia.org – 8.23M
• lists.fedorahosted.org – 4.23M
• lists.fedoraproject.org – 4.16M
• lists.jboss.org – 3.72M
• lists.centos.org – 3.30M
• classiccmp.org – 2.61M
• lists.openldap.org – 2.42M
• inbox.sourceware.org – 2.25M
• lists.stg.fedoraproject.org – 2.13M
• lists.lysator.liu.se – 1.92M