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+
95.8%Grade A+
93.5%Grade A
89.2%Grade B
📈
Stock Data Quality
For RELIANCE
97.3%Grade A+
Completeness
98.5%
Valid Ratio
96.2%
Window
7 days
Records
2,016
💬
Social Data Quality
For RELIANCE
93.2%Grade A
Completeness
94.8%
Valid Ratio
91.5%
Window
24 hours
Records
342
🔬 DataValidator + DataQualityMetrics📊 Real-time monitoring
Quality measured on every pipeline run