# November 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 Overview statistics --- ## 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.) Email analysis --- ## 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 Email analysis --- ## 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 Daily time series --- ## Weekday vs Weekend Activity - **Weekday**: **1.29B (69.1%)** - **Weekend**: **576.28M (30.9%)** Weekday vs weekend --- ## 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 Domain categories --- ## 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 Top countries --- ## Hourly Activity - **Peak hour**: **5:00 AM (80.87M records)** Hourly activity --- ## 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 Top domains ---