Cryptoracle Data Analysis Team

Date: September 1- September 7, 2025

Data source coverage

Abnormal Alert

• Some Twitter links are invalid, leading to a decrease in weekly incremental coverage.

• The Telegram historical data collection script encountered an error and needs to be repaired or re-crawled.

Core indicators

Total Records Ingested: 122,418,227

Total Groups Crawled: 4085 (Operational Effective Group 4085)

Effective data rate: 100%

New Groups Crawled in the Last 7 Days: 313

New field

New Business Table

Inspection Time: September 5, 2025

Inspection Object: Data

Random Sampling (Sample Size: 300)

Accuracy Rate: 70% (200 items)

Main Issues:

Misidentified as Ads:

1. News and Information Category;

2. Cryptocurrency Price Information Category;

3. Anti-Fraud Alerts Category;

4. Unclear Category (Green Marked)；

5. 🔴🔴🟠🟠🔴🟠🟠 🟠🔴🟠🟠🟠📢BC-GAME — whеrе sрееd mееts fun аnd rеwаrds arе rеаl!Fоr tоdау оnly, nеw usеrs gеt аn еxclusivе $35 bоnus!Promo cоdе — FREE35 ❕💵 Joіn! ➡️ @BC_GAME_WBOT ⬅️No аррs. Nо instаlls. Just purе gаmіng thrіlls іn your Tеlеgrаm!🔴🟠🟠🟠 🟠🟠🟠

A account that always sends ads:

sender_id='1301289007' drop rate: 1% (100 messages)

Unidentified ads:

1. Event ad;

Inspection Time: September 5, 2025

Inspection Object: Data

Random Sampling (Sample Size: 20)

Accuracy Rate: 10%

Main Issues:

AR：BC-GAME — whеrе sрееd mееts fun аnd rеwаrds arе rеаl!Fоr tоdау оnly, nеw usеrs gеt аn еxclusivе $35 bоnus!Promo cоdе — FREE35 ❕💵 Joіn! ➡️ @BC_GAME_WBOT ⬅️No аррs. Nо instаlls. Just purе gаmіng thrіlls іn your Tеlеgrаm!

JST: Error rate 90%

1. HODL MOVE! Just received my reward, awesome! 🤩;

2. just coming online and i am seeing this now how do i receive my bonus tokens too;

3. Okay got it ☺️;

4. Null value content_id='451755' ，‘3080875’;

5. Good luck to you 👍;

6. Yeah true instead of just donating it on the market;

7. $BGB just printed a Higher High at 5.136 after bouncing from the 4.327 zone, which I marked earlier as a Bullish Order Block (OB). Market structure is still strong, eyeing another Higher High soon;

8. Okay now;

9. Mine Took just 6 minutes to arrive in my wallet. So amazed with how fast it came, now I believe you really received;

1. Structured deployment of content marketing;

2. Optimization of advertisement recognition and dictionary matching;

3. Secondary labels for the data pool have been established;

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

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

3. Improve the accuracy of semantic analysis;