Cryptoracle Data Analysis Team

Date: November 10- November 16, 2025

Data source coverage

Abnormal Alert

1. The delay time for DC data has increased.

Total Records Ingested: 265,220,616

Total Groups Crawled: 7681 (Operational Effective Group 7681)

Effective data rate: 100%

New Groups Crawled in the Last 7 Days: 201

New field

Inspection Time: November 7, 2025

Inspection Object: Chat information for the language community

Random Sampling (Sample Size: 6000)

Accuracy Rate: 90%

Main Issues:

1. channel_id='1064569625410535516', main_lang is sl (Slovenian), with a ratio of 0.2, but there is no such language (or very little, but not the main language);

2. channel_id='1088090454219829268', all messages are in gm/gn/hi, with a few sentences in English, but the language detection identified 33% as German;

3. No samples were taken for the main_lang messages, and there are no languages with a small ratio.

November 7th quality inspection

一、Z-Score

二、CED

1. The delay in data analysis and computation has been shortened to 10 minutes.

1. Language matching rules optimized.

2. Data delay is continuously shortened.