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.

View Full Pattern on Desktop
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
18+
Memory
256MB
Other
  • OpenAI API key
  • Upstash Redis

Environment Variables

External Services

openaiupstash

Ready to use?

View the full interactive pattern with live preview and copy the source code.

View Pattern on Desktop

Related Patterns

Branding Agent preview

Branding Agent

Extract brand design systems from any website using Firecrawl, then use AI tools to export tokens, generate color palettes, check accessibility, and analyze brand personality.

Competitor Research Agent preview

Competitor Research Agent

Enter a competitor URL to get comprehensive competitive intelligence. Uses Firecrawl Map + Parallel Scrape for fast extraction (~3-5s). Analyzes positioning, pricing, features, tech stack, and generates sales battle cards.

Accessibility Audit Agent preview

Accessibility Audit Agent

Audit any website for WCAG 2.1 accessibility compliance using Firecrawl, then use AI tools to analyze issues by severity, check color contrast, validate heading structure, generate alt text, and create prioritized remediation plans with visual tool outputs.

Reddit Product Validation Agent preview

Reddit Product Validation Agent

Validate startup ideas with a two-phase workflow: discover relevant subreddits, then analyze pain points, existing solutions, willingness to pay, demand trends, and early adopters. Get a go/no-go scorecard with actionable insights.

End of Pattern