Cryptoracle Data Analysis Team

Date: August 4 – August 10, 2025

Data source coverage

Anomaly Alerts

1. There's still one channel that hasn't been added in dc, and there are several dozen errors in links that don't contain https.

Core indicators

Total Records Ingested: 105,410,300

Total Groups Crawled: 3495（Effective Operation Group 3549）

Effective data rate: 98.5%

New field

Historical Data Supplement Progress

• Telegram: Completed up to December 2024

• Discord: Completed up to December 2024

Inspection Date: August 8, 2025

Random Sample Size: 463 entries

Accuracy Rate: 68%

Key Issues Identified:

1. Event recognition inaccurate

2. Analysis time error

3. Currency matching inaccurate

August 8 Quality Inspection — Sentiment & Activity Indicators

Data Sources: Sentiment feature indicators, activity feature indicators

Inspection Indicators: Quality Inspection

Inspection Result: Corrections required

Newly Released External Indicators: None

Reports Published: Sentiment Indicator Quality Inspection, Activity Indicator Quality Inspection

Frequencies Covered: Daily, 4h, 1h, 30m, 15m

Historical Data Range: January 1, 2025 – August 8, 2025

1. Historical data update tg: Completed to December 2024 dc: Completed to December 2024.

2. Currently monitoring active users at 30 million, accounting for approximately 1-2% of encrypted users.

3. Database information quantity: 400,000 entries, with 100,000 entries marked with emotion scores, meaning that entries with information content account for about 1/4.

1. Duplicate data handling for data sources.

2. Determining the data structure and content scraping for new data sources.

3. Expanding tg and dc group data sources, with the target of 400,000 effective information per day.

4. Expanding the tokens covered, using a feature-based automatic recognition scheme.