Tag
Analytics prompts
14 prompts
Dashboard and Reporting Builder with Streamlit or Dash
Generate a complete interactive dashboard application with data loading, filtering, charts, KPIs, and layout using Streamlit or Plotly Dash for data-driven reporting and monitoring.
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.
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.
Crash Reporting and Analytics Setup
Generates a comprehensive crash reporting and analytics integration with custom event tracking, user journey mapping, performance monitoring, and privacy-compliant data collection for mobile apps.
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.
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.
Anomaly Detection System Setup
Generate a complete anomaly detection system with multiple detection algorithms, threshold tuning, alerting logic, and visualization for monitoring data streams or batch datasets.
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.
Data Warehouse Schema Designer
Design a complete data warehouse schema with dimensional modeling, fact and dimension tables, slowly changing dimensions, and ETL mapping from source systems.
Jupyter Notebook Template Generator
Generate structured, well-documented Jupyter notebook templates with standard sections, helper utilities, and best practices for reproducible data science workflows.
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.
SQL Query Optimizer and Rewriter
Analyze SQL queries for performance issues and generate optimized versions with proper indexing recommendations, query rewrites, and execution plan analysis.
TikTok Performance Post-Mortem and Remix Planner
Paste your TikTok analytics and get a real diagnosis: which metric actually failed, where viewers dropped and why, what to change on the next attempt, and which winners deserve to be remixed into a series. Closes the loop back into the idea engine.