AI Data Analyst Pro – Initial Release
I'm excited to share the first public release of AI Data Analyst Pro.
This project was built to simplify data analysis for students, analysts, freelancers, researchers, and startups by combining traditional data science with AI-powered insights in a modern web application.
What's New
- Upload CSV, Excel (.xlsx), and JSON datasets
- Automatic data profiling and quality analysis
- One-click data cleaning
- Interactive Plotly visualizations
- Exploratory Data Analysis (EDA)
- AI-powered insights using Gemini/OpenAI/Claude
- AI chatbot for dataset-related questions
- Machine Learning predictions (Classification and Regression)
- Professional PDF report generation
- Modern responsive user interface
- Streamlit Community Cloud deployment
Technology Stack
- Python
- Streamlit
- Pandas
- NumPy
- Scikit-learn
- Plotly
- ReportLab
- Google Gemini API
Why I Built This
Data analysis often requires multiple tools and programming knowledge. I wanted to create a platform where users can upload a dataset and instantly receive statistics, visualizations, AI-generated insights, machine learning predictions, and downloadable reports from a single application.
Upcoming Features
- Time Series Forecasting
- AutoML Model Selection
- SQL Database Integration
- Interactive Dashboard Builder
- User Authentication
- Team Collaboration
- Cloud Storage Integration
- Multi-language Support
- Performance Optimization
Feedback
This is the first public release, and I will continue improving the application based on user feedback. Suggestions, feature requests, and bug reports are always welcome.
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