Data Visualizationbeta

Streaming Analytics Dashboard

Real-time analytics dashboard with streaming data visualization and sub-second refresh rates over Kafka and ClickHouse.

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Technology Stack

Apache KafkaClickHouseReactD3.jsWebSocket

Capabilities

Features Explored

Key capabilities implemented in this experiment

feature_01.ts

Sub-second data refresh

feature_02.ts

Streaming aggregations - see the data pipeline blueprint

feature_03.ts

Interactive drill-downs

feature_04.ts

Custom metric definitions

feature_05.ts

Alerting and anomaly detection

Insights

Key Learnings

What I discovered while building this

ClickHouse handles real-time aggregations exceptionally well

WebSocket connection pooling is essential at scale

Client-side data windowing prevents memory issues

Used in finance and SaaS.

Note: This is an experimental project in the beta stage. It represents a learning exercise and technical exploration rather than a production-ready solution. Code and patterns may change significantly.

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I'm always happy to discuss experiments and share learnings. Let's connect if you're exploring similar ideas.

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