Analytics Agents
Pattern
INT·Jan 26

Data Analysis Agent

Upload CSV or JSON data and get AI-powered analysis with interactive visualizations. Detect patterns, correlations, outliers, and generate insights with confidence scores. Export comprehensive reports.

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Data Analysis Agent preview

Problems Solved

  • Upload and parse CSV/JSON data files
  • Generate summary statistics and data quality metrics
  • Detect correlations, outliers, and trends
  • Create interactive visualizations (bar, line, scatter, histogram, pie, area)
  • Generate AI-powered insights with confidence scores
  • Identify data quality issues with fix suggestions
  • Export analysis as Markdown or JSON reports

Use Cases

  • Exploratory data analysis
  • Data quality assessment
  • Pattern detection and correlation analysis
  • Business intelligence reporting
  • Dataset visualization
  • Automated insight generation

AI SDK APIs

useChatgatewayToolLoopAgenttool(hasToolCallstepCountIscreateAgentUIStreamResponseInferAgentUIMessageDefaultChatTransportUIMessage

Tags

aiagentsdata-analysisvisualizationchartscsvjsonstatisticsai-sdktool-looprechartsinsights

Requirements

Node.js
24+
Memory
256MB
Other
  • OpenAI API key

Environment Variables

External Services

openaiupstash

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End of Pattern