Full tabulation → Excel

Upload a .sav file, specify a banner variable (demographic) and stub variables (questions to analyze), and receive a professional Excel workbook with:

• One sheet per stub variable
• Crosstab with column percentages
• Significance letters (A/B/C notation)
• Column bases (N)
• Optional nets (Top 2 Box, Bottom 2 Box, etc.)
• Summary sheet with column legend and stub index

Example spec:

{
  "banner": "Q_4",
  "stubs": ["Q_2", "Q_3", "Q_5"],
  "significance_level": 0.95,
  "weight": "WEIGHT1",
  "nets": {"Q_2": {"Top 2 Box": [5, 6], "Bottom 2 Box": [1, 2]}},
  "title": "Customer Satisfaction Study 2026"
}

Set stubs to ["_all_"] to auto-select all variables with value labels.