NIFTY 5024,857.30+0.82%
SENSEX82,133.12+0.76%
BANK NIFTY53,240.15-0.24%
NIFTY IT44,892.50+1.12%
NIFTY 5024,857.30+0.82%
SENSEX82,133.12+0.76%
BANK NIFTY53,240.15-0.24%
NIFTY IT44,892.50+1.12%

Data Quality Observatory

Enterprise-grade data validation and quality monitoring

Demo Mode
📊 Overall Quality
93.9%
Composite score
📈 Stock Records
15,240
Last 24 hours
💬 Social Records
4,520
Last 24 hours
Validation Rate
92.5%
Records passing checks

📊 System-Wide Quality (Last 24 Hours)

97.2%Grade A+
Stock Completeness
95.8%Grade A+
Stock Validity
93.5%Grade A
Social Completeness
89.2%Grade B
Social Validity
📈

Stock Data Quality

For RELIANCE

97.3%Grade A+
Overall Score
Completeness
98.5%
Valid Ratio
96.2%
Window
7 days
Records
2,016
💬

Social Data Quality

For RELIANCE

93.2%Grade A
Overall Score
Completeness
94.8%
Valid Ratio
91.5%
Window
24 hours
Records
342
🔬 DataValidator + DataQualityMetrics📊 Real-time monitoring
Quality measured on every pipeline run