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Analytics Dashboard Pipeline

From raw data sources to a live interactive dashboard — 5 pipeline stages that transform scattered business data into actionable insights with real-time anomaly detection.

1Data Ingestion

Connect multiple data sources — CRM, web analytics, sales platforms, APIs, and databases — into a unified data pipeline.

CRMWebSalesAPIDBETL
5 sources → unified data lake
2KPI Computation

Raw events transformed into business metrics: revenue, active users, conversion rates, churn, and custom KPIs — computed in real time.

Revenue
$48.5k
Users
2,847
Conversion
3.24%
Churn
1.8%
KPIs computed from raw events
3Chart Engine

Automated chart selection — bar charts for comparisons, line charts for trends, donut charts for composition. Responsive and animated.

revenue
growth
12 months
4Anomaly Detection

Statistical monitoring scans every metric for outliers using z-score thresholds. Anomalies are flagged and trigger real-time alerts.

!
scanning 20 data points
normal
anomaly
5Live Dashboard

Everything rendered into an interactive dashboard — sidebar navigation, filterable KPI cards, dynamic charts, and a live data table with real-time updates.

interactive dashboard with real-time updates

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