AI prompts for Data: 17 templates
Templates for SQL, data cleaning, analyses and dashboards.
- SQL Query GeneratorGenerate complex SQL queries from natural language descriptionsOpen template →
- Data Cleaning ScriptCreate a script to systematically clean and standardize raw dataOpen template →
- ETL Pipeline DesignDesign a complete ETL pipeline from source database to data warehouseOpen template →
- Data VisualizationChoose the right chart type and generate code for meaningful visualizationsOpen template →
- Statistical SummaryPerform and interpret a comprehensive statistical analysis of a datasetOpen template →
- ML Feature EngineeringDerive new meaningful features from raw data for machine learning modelsOpen template →
- Data ValidationDevelop comprehensive data validation rules and tests for data pipelinesOpen template →
- API Data ExtractionDevelop robust code for automated data extraction from REST APIsOpen template →
- Excel Formula GeneratorCreate complex Excel formulas and macros for business calculationsOpen template →
- Pivot Table DesignDesign optimal pivot table structures for multidimensional data analysisOpen template →
- Time Series AnalysisAnalyze time series data, identify patterns, and develop forecasting modelsOpen template →
- Cohort AnalysisTrack user groups over time and measure retention and behavior changesOpen template →
- Funnel AnalysisAnalyze conversion funnels and identify drop-off points in user flowsOpen template →
- Data DictionaryCreate a complete data dictionary for a database schema or data warehouseOpen template →
- Data Governance PolicyDevelop comprehensive data governance policies for an organizationOpen template →
- Dashboard RequirementsDevelop professional dashboard requirements and KPI definitions for BI projectsOpen template →
- Predictive Model EvaluationComprehensively evaluate predictive models and interpret performance metricsOpen template →