Cryptoracle Data Analysis Team

Date: November 17- November 23, 2025

Data source coverage

Abnormal Alert

1. Some signal source accounts have been blocked.

Total Records Ingested: 300,256,320

Total Groups Crawled: 7977

Inspection Time: November 21, 2025

Inspection Object: Information from various language community chats

Random Sampling (Sample Size: 6000)

Accuracy Rate: 90%

Main Issues:

1. Bug recheck: The first and second alternative languages identification for 1064569625410535516 is correct; for 1088090454219829268, German was identified because "gn/gm" can appear in German, and it was speculated that this led to the matching of German.

2. Bug recheck: Corpus issue, verified and passed.

Quality Inspection on November 21 - Factor Evaluation

1. Z-Score

2. CED

3. SBBR

4. SD

5. SPD_Z

6. SPD_R

1. DC, TG failure signal source recovery;

2. Account risk control for data scraping and implementation of alternative solutions.