Created by
@datascience_pro
Data Analysis Pipeline
Automated data cleaning, analysis, visualization, and reporting. Supports multiple data sources and formats.
Start
Data Collector
Data Cleaner
Data Analyzer
Visualization Creator
Report Generator
ML Modeler
Done
About this workflow
A comprehensive AI agent team for data science workflows. This pipeline automates the entire data analysis process from ingestion to insights.
The team includes:
1. **Data Collector Agent** - Ingests data from multiple sources including databases, APIs, files, and cloud storage.
2. **Data Cleaner Agent** - Cleans, transforms, and preprocesses data for analysis.
3. **Data Analyzer Agent** - Performs statistical analysis, identifies patterns, and generates insights.
4. **Visualization Creator Agent** - Creates charts, graphs, and interactive dashboards.
5. **Report Generator Agent** - Compiles findings into comprehensive reports and presentations.
6. **ML Modeler Agent** - Builds and evaluates machine learning models for predictions and classifications.
Perfect for data scientists, analysts, and businesses that need to extract insights from their data.
Information
- Version
- 2.1.3
- Created
- 2024-07-28
- Updated
- 2024-12-05
- Category
- analytics
Agent Team
About the Creator
@datascience_pro
Data scientist and ML engineer with expertise in analytics and automation.