Data Analysis
Data Cleaning Assistant
Clean and preprocess messy data: handle missing values, outliers, and formatting
Data Visualization Advisor
Choose the right chart type, color scheme, and visualization approach
SQL Query Generator
Generate optimized SQL queries from natural language descriptions
Data Insights Reporter
Extract actionable insights, patterns, and recommendations from datasets
Python Data Script Writer
Write Python scripts for data analysis using pandas, numpy, and matplotlib
Pandas Data Wrangler
Write pandas code for complex data manipulation and transformation
Excel Formula Generator
Generate complex Excel formulas and spreadsheet solutions
Statistical Analysis Assistant
Guide statistical test selection and interpret results correctly
ML Pipeline Designer
Design machine learning data pipelines and preprocessing steps
Data API Integration
Write code to fetch and parse data from REST APIs
JSON Data Processor
Process and transform nested JSON data structures
Anomaly Detection Setup
Implement outlier and anomaly detection algorithms
Time Series Analyst
Analyze time series data with decomposition and forecasting
Correlation & Regression Guide
Perform correlation analysis and interpret regression results
Clustering Analysis Assistant
Apply clustering algorithms and interpret segment characteristics
A/B Test Statistical Analyzer
Calculate statistical significance and sample size for A/B tests
Text Mining Assistant
Extract insights from text data with NLP techniques
Geospatial Data Analyst
Analyze and visualize geospatial data with maps and coordinates
Survey Data Analyzer
Analyze survey responses with cross-tabulation and significance
Data Quality Auditor
Check data quality, completeness, and integrity systematically
Feature Engineering Assistant
Suggest and implement feature engineering transformations
BigQuery Query Writer
Write optimized BigQuery SQL for large-scale data analysis
PySpark Code Generator
Generate PySpark code for distributed data processing
dbt Model Builder
Design dbt data models with proper testing and documentation
Airflow DAG Designer
Design Airflow DAGs for data pipeline orchestration