Talk2Data InsightGenius

Get started with Talk2Data InsightGenius. Returns setup instructions, available analysis tools, and a quick-start guide. Call this tool when: - The user asks to analyze a data file and you haven't used Talk2Data before in this conversation - You need to understand what analysis capabilities are ava

Get a file_id for analysis. Users upload files via the web UI, not through this tool. IMPORTANT — How file upload works: 1. Ask the user to go to https://spss.insightgenius.io/upload 2. They drag & drop their file there and get a file_id (e.g., "abc123") 3. They paste the file_id back in chat 4. Yo

Get comprehensive metadata for an uploaded data file: variable names, types, labels, value labels, AI-detected banner variables, MRS groups, grid/battery variables, and suggested nets. Returns structured survey intelligence that goes far beyond what pandas.describe() provides. Authentication: If co

Get Talk2Data InsightGenius server status, version, available tools, and plan limits. This is the only tool that does NOT require an api_key. Use it to verify connectivity before other operations, or to check what analysis capabilities are available.

Deep profile of specific variables: distribution, labels, missing values, statistics. Use this to understand a specific question/variable before running cross-tabulations. Authentication: If connected via OAuth (Claude.ai connector), no api_key needed. If using Claude Desktop or direct API, pass ap

Frequency tables with percentages, counts, mean, standard deviation, and median. Supports batch analysis of up to 50 variables in a single call. Returns professional market research output with content_blocks ready for presentations. Authentication: If connected via OAuth (Claude.ai connector), no

Cross-tabulation with column proportion z-test significance testing at 90/95/99% confidence. Returns letter notation (A/B/C) showing which columns are significantly different — the industry standard for market research reporting. Includes chi-square test, column percentages, and optional means. Thi

Convert uploaded data file to xlsx, csv, dta, or parquet format. Supports applying value labels and including a metadata sheet. Authentication: If connected via OAuth (Claude.ai connector), no api_key needed. If using Claude Desktop or direct API, pass api_key (sk_test_... or sk_live_...). Require

Export an uploaded file as a Power BI-ready ZIP with auto-generated DAX measures. The ZIP contains: - `data/survey_data.csv` — wide-format data (one row per respondent) - `metadata/variables.csv` — variable names, labels, semantic types - `metadata/value_labels.csv` — code -> label dimension table

Professional Excel tabulation with significance letters, nets, means, MRS groups, and Grid/Battery summaries. Publication-ready output matching the format used by market research agencies worldwide. Generates a professional .xlsx workbook: - Summary sheet: column legend (letter -> label) + stub ind

Zero-config complete analysis: upload a file, get a full Excel workbook with AI-detected banners, MRS groups, grids, nets, and significance-tested cross-tabulations. No configuration needed — the engine detects the optimal analysis structure automatically. Returns a download URL for the Excel file

Correlation matrix with Pearson, Spearman, or Kendall methods. Returns correlation coefficients with p-values and significance flags. Authentication: If connected via OAuth (Claude.ai connector), no api_key needed. If using Claude Desktop or direct API, pass api_key (sk_test_... or sk_live_...). R

One-way ANOVA with Tukey HSD post-hoc pairwise comparisons. Identifies which groups differ significantly from each other. Authentication: If connected via OAuth (Claude.ai connector), no api_key needed. If using Claude Desktop or direct API, pass api_key (sk_test_... or sk_live_...). Requires a fi

Importance-Performance gap analysis with quadrant classification (Concentrate Here, Keep Up, Low Priority, Possible Overkill). Standard framework for prioritizing improvements in customer experience research. Authentication: If connected via OAuth (Claude.ai connector), no api_key needed. If using

Compact satisfaction summary: Top 2 Box (T2B), Bottom 2 Box (B2B), and Mean for scale variables. The standard KPI format used in market research reporting. Authentication: If connected via OAuth (Claude.ai connector), no api_key needed. If using Claude Desktop or direct API, pass api_key (sk_test_.