๐ฆ๐ฒ๐ฐ๐๐ฟ๐ถ๐๐ & ๐๐ฐ๐ฐ๐ฒ๐๐ ๐๐ผ๐ป๐๐ฟ๐ผ๐น (๐ง๐ผ๐ฝ ๐ฃ๐ฟ๐ถ๐ผ๐ฟ๐ถ๐๐)
โ Row-Level Security (RLS)
โ Column-Level Security (CLS)
โ Plot-Level Security
โ Dashboard-Level Security
โ Data Masking & Anonymization
โ Audit Logging & User Activity Tracking
๐๐ถ๐น๐๐ฒ๐ฟ๐ถ๐ป๐ด ๐๐ฎ๐ฝ๐ฎ๐ฏ๐ถ๐น๐ถ๐๐ถ๐ฒ๐
โ Global Filters
โ Local Filters
โ Cross-Filtering
โ Cascading Filters โ One filter should dynamically adjust available options in other filters.
โ Consistent Coloring After Filtering โ Colors inside plots should remain the same after applying filters.
๐๐น๐ฒ๐ฟ๐๐ถ๐ป๐ด & ๐ก๐ผ๐๐ถ๐ณ๐ถ๐ฐ๐ฎ๐๐ถ๐ผ๐ป ๐ฆ๐๐๐๐ฒ๐บ
โ Threshold-Based Alerts
โ Anomaly Detection Alerts
โ Scheduled Reports & Notifications
โ Real-Time Alerts โ Instant notifications for critical data updates.
๐๐บ๐ฏ๐ฒ๐ฑ๐ฑ๐ถ๐ป๐ด & ๐๐ป๐๐ฒ๐ด๐ฟ๐ฎ๐๐ถ๐ผ๐ป ๐๐ฎ๐ฝ๐ฎ๐ฏ๐ถ๐น๐ถ๐๐ถ๐ฒ๐
โ Embedding in Web Apps โ Ability to integrate dashboards in external applications.
โ APIs for Custom Queries โ Fetch & manipulate visualization data programmatically.
โ SSO & Authentication Integration โ Support for OAuth, SAML, LDAP for secure embedding.
โ SDK or iFrame Support โ Ease of embedding with minimal coding.
๐ฉ๐ถ๐๐๐ฎ๐น๐ถ๐๐ฎ๐๐ถ๐ผ๐ป ๐๐ฎ๐ฝ๐ฎ๐ฏ๐ถ๐น๐ถ๐๐ถ๐ฒ๐
โ Wide Range of Chart Types
โ Custom Chart Creation โ Ability to extend with JavaScript/Python based visualizations.
โ Interactive & Drill-Down Support โ Clicking on elements should allow further exploration.
โ Time-Series & Forecasting Support โ Built-in trend analysis and forecasting models.
๐๐๐๐๐ฟ๐ฒ-๐ฃ๐ฟ๐ผ๐ผ๐ณ๐ถ๐ป๐ด & ๐ฆ๐ฐ๐ฎ๐น๐ฎ๐ฏ๐ถ๐น๐ถ๐๐
โ Cloud vs. On-Premise Support โ Flexibility to deploy on different infrastructures.
โ Multi-Tenant Support โ Ability to manage multiple client environments separately.
โ Performance on Large Datasets โ Efficient handling of millions/billions of rows.
โ AI & ML Capabilities โ Support for AI-driven insights and predictive analytics.
Benefits of Metabase
1. Affordable Pricing
โณ On-Prem: Free | Starter: $85 | Pro: $500
2. Easy to Get Started
โณ Only SQL knowledge required
3. Built-in Alerts
โณ Supports Email and Slack notifications
4. Conditional Formatting
โณ Customize table row/cell colors based on conditions
5. Drill-Through Charts
โณ Click data points to explore deeper insights
6. User-Friendly Interface
Limitations
1. Filters Placement
โณ Only available at the top of dashboards
2. Limited Selection for Filtering
โณ Can select only a single cell; global/local filters update based on that value