# October 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 **46.47M** email records for higher accuracy and coverage. - **Companies**: Enhanced **12M** company profiles with social media links, detailed descriptions, country information, and additional attributes. --- ## Statistics Overview - **Total Records Processed**: **1.86B** - **Unique Emails**: **46.47M** - **Duplication Rate**: **97.5%** - **Invalid Email Rate**: **8.98%** - **Processing Time**: **30 days** Overview statistics --- ## Email Analysis - **Webmail Domains**: **245.32M** (14.5%) - **Business Domains**: **1.45B** (85.5%) - **File Extension Junk**: **167.22M** - **Role-based Emails**: **1.0K** _(note: role-based stats flagged for correction in next update)_ Email analysis --- ## Daily Time Series (Last 10 Days) - Range: **09-09 → 09-18** - Peak: **149.68M (09-09)** - Low: **64.18M (09-18)** Daily time series --- ## Weekday vs Weekend Activity - **Weekday**: **1.29B (69.1%)** - **Weekend**: **576.28M (30.9%)** Weekday vs weekend --- ## Domain Categories - Other: **1.07B** - E-commerce: **359.28M** - News: **108.47M** - Blog: **75.84M** - Technology: **57.30M** - Education: **52.25M** - Business: **38.82M** - Entertainment: **38.53M** - Government: **29.81M** - Social: **26.95M** - Adult: **6.35M** Domain categories --- ## Top Countries 1. Generic TLD 886.57M 2. Russia 147.26M 3. Germany 105.13M 4. UK 48.30M 5. Italy 44.35M 6. Poland 44.01M 7. Czech Republic 37.34M 8. Netherlands 35.15M 9. Australia 31.59M 10. France 25.04M 11. Brazil 22.59M 12. Ukraine 20.33M 13. Canada 19.77M 14. Austria 17.29M 15. Spain 17.13M Top countries --- ## Hourly Activity - **Peak hour**: **5:00 AM (80.87M records)** Hourly activity --- ## Top Domains - lists.wikimedia.org 5.84M - lists.fedoraproject.org 4.14M - lists.fedorahosted.org 3.97M - inbox.dpdk.org 3.79M - inbox.sourceware.org 2.81M - lists.centos.org 2.77M - mail.python.org 2.35M - lists.linuxaudio.org 2.22M - classiccmp.org 1.79M - auto.hindustantimes.com 1.63M Top domains ---