Cryptoracle Data Analysis Team

Date: October 10- October 19, 2025

Data source coverage

Abnormal Alert

1. The invitation link for the DC part has failed, thereby affecting the reading of online numbers;

Total Records Ingested: 226,177,395

Total Groups Crawled: 6584 (Operational Effective Group 6584)

Effective data rate: 100%

New Groups Crawled in the Last 7 Days: 755

New field

Inspection Time: October 17, 2025

Inspection Object: Discord English chat

Random Sampling (Sample Size: 200)

Accuracy Rate: 50%

Main Issues:

Normal chat

Notification or forwarded notification type

Explanation/explanation type, equation

Information

Pure link

Long text will be recognized as advertising: score -24 points message_id:1401601614896300043

Quality Inspection on October 17 —— Check of Matching Accuracy for All Tokens

1. The matching accuracy for most tokens reached over 80%, but the matching accuracy for some tokens was low and needs optimization.

• Weekly increase in Discord data volume.

1. Data report module output on a daily basis.

2. Optimize English advertising recognition rules.