Cryptoracle Data Analysis Team

Date: September 8- September 14, 2025

Data source coverage

Abnormal Alert

Failed data persistence is increasing;

The validity of community links has a time limit;

Total Records Ingested: 125,416,455

Total Groups Crawled: 4312 (Operational Effective Group 4312)

Effective data rate: 100%

New Groups Crawled in the Last 7 Days: 227

New field

Inspection Time: September 12, 2025

Inspection Object: Data

Random Sampling (Sample Size: 300)

Accuracy Rate: 65%

Main Issues:

Incorrectly Identified as Ads:

Ordinary Chats

Explanatory and Directive Texts

Other Languages

Activity Announcements

Pure Account Format

Informational Content

Anti-Fraud

Among these, ordinary chats and informational content should be prioritized for avoidance. It is recommended that the score reaches above 6 points to be judged as an ad. The scores for these two categories are generally 5/6 points.

Omission Rate: 0%

1. Community table and operational data pool correspond and standardize execution of processing rules;

2. Fine-tune the secondary labels of the data pool;

1. Focus on avoiding ordinary chat and information data being judged as advertisements;

2. Accelerate the expansion of data pool signal sources;