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Data-Analysis-MultiAgent

This is an automated Agentic system that collects, processes, and analyzes data to extract meaningful insights, identify patterns, and support data-driven decision making.

Description

This is an automated Agentic system that collects, processes, and analyzes data to extract meaningful insights, identify patterns, and support data-driven decision making.

README

Data Analysis Multi-Agent System

Team Responsibilities

If anyone is unable to handle the stuff chill , share the work

Shreesht

  • backend/core/graph.py
  • backend/core/state.py
  • backend/core/utils.py
  • backend/agents/architect.py
  • backend/agents/summary.py // can be changed for testing //
  • requirements.txt
  • docker-compose.yml
  • .gitignore

Vaibhav

  • backend/agents/statistician.py
  • backend/agents/insights.py // main part of the agent //
  • backend/models/schemas.py

Naga Balaji

  • backend/api.py
  • backend/app.py
  • .env.example
  • .github/workflows/python-checks.yml
  • backend/agents/summary.py // can be changed //

Saketh Ram

  • backend/agents/visualizer.py
  • data/sample_data.csv
  • data/test_data/good.csv
  • data/test_data/bad.csv
  • data/test_data/messy.csv
  • backend/agents/summary.py // can be changed //

Project Structure

Data-Analysis-MultiAgent/
│
ā”œā”€ā”€ backend/
│   ā”œā”€ā”€ agents/
│   │   ā”œā”€ā”€ architect.py
│   │   ā”œā”€ā”€ statistician.py
│   │   ā”œā”€ā”€ visualizer.py
|   |   ā”œā”€ā”€ summary.py
│   │   └── insights.py
|   |   
│   │
│   ā”œā”€ā”€ core/
│   │   ā”œā”€ā”€ state.py
│   │   ā”œā”€ā”€ graph.py
│   │   └── utils.py
│   │
│   ā”œā”€ā”€ models/
│   │   └── schemas.py
│   │
│   ā”œā”€ā”€ app.py
│   └── api.py
│
ā”œā”€ā”€ data/
│   ā”œā”€ā”€ sample_data.csv
│   └── test_data/
│       ā”œā”€ā”€ good.csv
│       ā”œā”€ā”€ bad.csv
│       └── messy.csv
│
ā”œā”€ā”€ .github/workflows/
│   └── python-checks.yml
│
ā”œā”€ā”€ requirements.txt
ā”œā”€ā”€ .env.example
ā”œā”€ā”€ .gitignore
ā”œā”€ā”€ docker-compose.yml
└── README.md

Workflow

git pull origin main
git checkout yourname
git add .
git commit -m "message"
git push origin yourname

Rules

  • Work only in your assigned files
  • Do not push directly to main
  • Test code before pushing
  • Use clear commit messages
  • Review before you merge
  • If code fails don't panic and raise issue or revert back to commit
  • Be optimal with the code part

System Flow

Architect → Statistician → Visualizer → Insights

Release History

VersionChangesUrgencyDate
main@2026-04-20Latest activity on main branchHigh4/20/2026
0.0.0No release found — using repo HEADHigh4/9/2026

Dependencies & License Audit

Loading dependencies...

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