AI-Assisted Analysis

Under construction.

The AI-Assisted Analysis page lets you ask questions about your data in plain English. Powered by PandasAI, this tool is designed for one-off, natural language queries about your data tables—making it easy to get summaries, statistics, and insights without writing code.

What You Can Do

  • Select a data table from your corpus (Target, Reference, Keywords, or Grouped)
  • Preview and optionally pivot or normalize your data
  • Ask questions about your data in natural language (e.g., “What is the average frequency of nouns?”)
  • Get answers as text, tables, or simple plots
  • Download results (including plots as PNG images)
  • Clear your chat history and start a new query

How It Works

Important

Pandabot uses AI to turn your question into Python code, runs it on your selected data, and returns the result. Each prompt is handled as a single, independent query—there is no iterative conversation or memory of previous prompts.

Step-by-Step Guide

1. Select Data

  • Use the Select corpus radio buttons to choose which data to analyze (Target, Reference, Keywords, or Grouped).
  • Use the Select data to analyze dropdown to pick a specific table (e.g., tag frequencies, document-term matrix).
  • Preview your data in the main panel. You can toggle Pivot Table or Make Percent to adjust the format.

2. Ask a Question

  • Enter your question in the chat input at the bottom. For example:
    • “Show the top 10 most frequent tags.”
    • “What is the mean frequency of verbs by group?”
    • “List all documents where noun frequency is above 5%.”
  • Pandabot will generate the code, run it, and display the result as a table, number, text, or plot.
Tip

Tip:
You can ask for summaries, group comparisons, filtering, or even simple visualizations. For more advanced or iterative plotting, use the AI-Assisted Plotting tool instead.

3. Download Results

  • If your result is a plot, you can download it as a PNG image.
  • Tables and text results can be copied for further use.

4. Manage API Keys and Quotas

  • If you’re using the community API, you have a daily quota of queries. The sidebar shows your usage and remaining queries.
  • If you run out, or want to use your own OpenAI API key, enter it in the sidebar.

5. Clear Chat History

  • Use the Clear Pandabot History button in the sidebar to start a new query. This removes all previous messages.

Tips for New Users

Tip
  • Start with simple questions: “Show all tags,” “What is the average frequency of adjectives?”
  • For more complex visualizations or iterative refinement, use the AI-Assisted Plotting tool.
  • Download or copy your results for use in reports or further analysis.

If You Get Stuck

Important
  • Make sure you have loaded and processed a target corpus.
  • If you see warnings about data, check your table selection.
  • If you run out of community API queries, enter your own OpenAI API key.
  • Use the reset button on the Manage Corpus Data page if you need to start over.