smart-analytics

name	smart-analytics
description	Business analytics dashboard with real-time metrics, custom reports, and data visualization. Supports multiple data sources.
triggers	["analytics dashboard","business metrics","数据分析","业务指标","generate report"]

Smart Analytics

Business intelligence and analytics platform.

Features

• 📊 Real-time Dashboards — Live metrics and KPIs
• 📈 Custom Reports — Build custom analytics
• 🔗 Multi-source — Connect databases, APIs, CSV
• 📱 Responsive — Works on all devices
• 🔔 Alerts — Threshold-based notifications

Data Sources

Source	Type	Status
PostgreSQL	Database	✅
MySQL	Database	✅
MongoDB	Database	✅
REST API	API	✅
CSV/Excel	File	✅
Google Analytics	Service	✅

Usage

Create Dashboard

# Create from template
hermes analytics create --template ecommerce

# Create custom
hermes analytics create --name "Sales Dashboard" \
  --metrics revenue,orders,conversion \
  --period 30d

Generate Reports

# Weekly report
hermes analytics report --type weekly

# Custom report
hermes analytics report \
  --metrics revenue,users \
  --group-by region \
  --format pdf

Real-time Monitoring

# Start live dashboard
hermes analytics live --port 3001

# Monitor specific metrics
hermes analytics watch --metric api_response_time

Visualization Types

• 📊 Bar/Line/Area Charts
• 🥧 Pie/Donut Charts
• 📈 Sparklines
• 🗺️ Geographic Maps
• 📋 Data Tables
• 🎯 Gauge Charts

Alert Configuration

# analytics-alerts.yml
alerts:
  - name: "High Error Rate"
    metric: error_rate
    condition: "> 5%"
    notify: [telegram, email]
  
  - name: "Low Conversion"
    metric: conversion_rate
    condition: "< 2%"
    notify: [slack]

Pitfalls

1. Data Volume — Large datasets may need pagination
2. Real-time Costs — Live queries can be expensive
3. Cache Strategy — Balance freshness vs performance