AI Data Analyst Chatbot

At a glance

• Editor score
  6.3 / 10
• Pricing
  Open source
• Best for
  Open-source chat analysis of CSV and XLSX files
• Paid from
  Free
• Natural-language queries
  Yes
• Facts checked
  19 Sep 2026

• Where it wins

  • Profiles datasets and reports column statistics and summary metrics
  • Flags missing values, duplicates, correlations, and outliers
  • Creates interactive Plotly visualizations and suggests statistical tests

• Where it doesn't

  • Does not support SQL connections
  • Does not include team collaboration
  • The LLM agent requires a Groq API key

Our verdict on AI Data Analyst Chatbot

AI Data Analyst Chatbot is an open-source Streamlit application for analysts and data practitioners who want to explore structured data through conversation. It accepts CSV and XLSX uploads, lets users ask questions in natural language, and combines chat-based analysis with automated profiling and interactive visualizations. Its scope is focused on uploaded files rather than broader data-platform workflows, making it a fit for individuals who want to inspect spreadsheet-style datasets without building queries manually.

The analysis features cover several useful stages of an initial data review. The application provides column statistics and summary metrics, identifies missing values and duplicates, and surfaces correlations and outliers. It can also suggest statistical tests and display results in interactive Plotly visualizations. The product uses Python data-analysis libraries and a Groq-powered language-model agent; fallback statistical analysis is included when the LLM is unavailable. That fallback gives the application a basic analysis path, while conversational LLM functionality requires a Groq API key. Groq and LangChain are part of its stated integration ecosystem.

The application is distributed under the MIT License and is described as available for web and self-hosted use. Its file-first approach is the main boundary: it does not support SQL connections or team collaboration. Those constraints matter for teams that need shared analysis workflows or want to query databases directly. Choose AI Data Analyst Chatbot for open-source, conversational exploration of CSV and XLSX files, particularly when profiling and charting are central. Consider a different tool if database connectivity or collaborative features are necessary to the work.

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AI Data Analyst Chatbot pricing

AI Data Analyst Chatbot fact sheet

AI Data Analyst Chatbot integrations

AI Data Analyst Chatbot lists 2 integrations on its own site.

• Groq
• LangChain

Alternatives to AI Data Analyst Chatbot

• H2O.aiA broad enterprise suite for automated ML, forecasting, governance, and deployment.9.1
• Julius AIAsk questions of files and connected data, then generate charts, analysis, and reports.8.8
• VeezooConversational analytics with governed metrics, broad warehouse support, and sales-led pricing.8.5

See all AI Data Analyst Chatbot alternatives →

Featured on iTechGuides

AI Data Analyst Chatbot is listed in our AI Data Analysis Tools directory. Add the badge to your site — it links back to this page.

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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

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Last updated 7 Oct 2026 · How we research and update