data science Prompts — 21+ Ready to Use
Browse 21+ data science prompts on PromptCreek. Ready-to-use AI prompt templates you can copy, customize, and use instantly.
Statistical Test Selector and Interpreter
Identifies the correct statistical test for your data and research question, then generates complete analysis code with proper assumptions checking, test execution, and plain-language interpretation.
ML Model Training Pipeline Scaffold
Generate a complete machine learning training pipeline with data splitting, preprocessing, model training, hyperparameter tuning, and experiment logging ready for production deployment.
Feature Engineering Guide and Transformer
Generate a feature engineering pipeline with automated transformations, encoding strategies, and feature selection techniques tailored to your dataset type and ML task.
Data Quality Checker and Profiler
Generate a comprehensive data quality profiling and validation system that detects anomalies, enforces schema constraints, and produces detailed quality reports for any dataset.
Skip the search — build the perfect prompt yourself
Describe what you want, pick a target model, and get a polished prompt tailored to ChatGPT, Claude, Grok, Gemini, Midjourney, Nano Banana, or Flux.
Data Catalog and Documentation Builder
Generate a comprehensive data catalog with schema documentation, column descriptions, lineage tracking, and usage examples for datasets across your organization.
ML Model Evaluation and Comparison Framework
Generate a comprehensive model evaluation framework with cross-validation, metrics computation, statistical significance tests, and visual comparison dashboards for multiple ML models.
Jupyter Notebook Template Generator
Generate structured, well-documented Jupyter notebook templates with standard sections, helper utilities, and best practices for reproducible data science workflows.
Pandas Data Pipeline Builder
Generate complete pandas data pipelines with loading, cleaning, transformation, and export stages. Produces modular, well-documented Python code ready for production data workflows.
A/B Test Statistical Analyzer
Generate a complete A/B test analysis pipeline with sample size calculation, statistical testing, confidence intervals, and decision-ready visualizations for experiment evaluation.
Data Analysis Pipeline with Visualization Framework
Build complete data science workflows with data processing, statistical analysis, and interactive visualization components for business insights.
Data Visualization Chart Selector and Code Generator
Recommends the optimal chart type for your data and generates publication-ready visualization code with proper styling, annotations, and accessibility considerations.
ETL Pipeline Designer
Generate a complete ETL (Extract, Transform, Load) pipeline with data extraction from multiple sources, transformation logic, error handling, and loading into target data stores.