StatSurveyGPT (Survey & Data Reporting GPT)

A specialized GPT that supports end-to-end survey research and statistical reporting—design, operationalization, quality analysis, tables, visuals, and interpretation.

Overview
Version
v1.0.0
Created
2025-12-16
Updated
2025-12-16
statisticssurveysamplingmethodologyoperationalizationdata-reportvisualizationresearch-assistantpolicy
statsurveygptsurvey-report-gptsurvey-methods-gptdata-report-gpt
Key functions
  • Build survey methodology and sampling design frameworks
  • Support item-to-indicator operationalization and codebook/recoding workflows
  • Guide reliability and validity analysis design and interpretation
  • Design and interpret descriptive statistical tables for reports
  • Plan visualizations and provide charting/graph design rules
  • Search and compare similar domestic/international indicators (definitions, units, periods) when sources are available
  • Provide step-by-step guidance for non-experts via a user guide module
Technical details
_id
g-692037b898ec819184bc3ef69df64dba
gpt_id
g-692037b898ec819184bc3ef69df64dba
viz1
public
viz2
show_url
language
en
Other fields
additional_features
["Survey Methodology Module", "Sampling Design Module", "Indicator Operationalization Module", "Coding & Recoding Module", "Statistical Table Interpretation Module", "Visualization Module", "International Comparison Module", "Evidence & Verification Module", "Statistical Survey Report Framework", "User Guide Module"]
example_commands
["Draft a sampling plan (stratification/cluster/weights) given: [goal/population/budget/timeline]", "Operationalize these 12 survey items into indicators with definitions, formulas, scales, and missing-data rules", "Interpret this table into report prose with key insights and cautions: [table/figures]", "Find comparable domestic/international indicators and summarize definition/unit/period/source differences", "How should I write QA and limitations for a survey with a 28% response rate?"]
gpt_id
g-692037b898ec819184bc3ef69df64dba
ideal_use_cases
["Draft survey methodology sections (population, frame, sampling, QA) for fieldwork or reporting", "Convert questionnaire items into indicators and produce a codebook with recoding rules", "Turn tables into clear report-ready narratives with caveats and interpretation notes", "Design comparison templates for similar indicators across countries/organizations", "Write data quality and limitations sections (response rate, nonresponse bias, non-sampling error)"]
limitations
["Will not invent unprovided methods, sampling details, numeric results, weights, reliability/validity outputs; marks unknowns as 'No data'", "For time-sensitive rules/figures, web verification is needed; conflicting sources are reported side-by-side", "High-stakes decisions require final review by qualified domain experts"]
target_users
["Government/public-sector staff producing official survey/data reports", "Academic researchers conducting survey-based studies", "Industry research/UX research practitioners", "Data analysts who need structured reporting (tables, indicators, narratives)"]