Chat with Data
Ask for a chart or a number in plain English over your own spreadsheet data. A complete AI final year project kit featuring data analysis and visualization.
Screenshots
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What it does
Upload a CSV or multi-sheet Excel file and ask analytical questions directly: “what % of contribution is male vs female this month” becomes a working chart, computed from your actual data. Writes and safely runs real pandas/Plotly code for every question, rather than picking from fixed templates.
Features
- ✓Handles genuinely open-ended questions, not a fixed chart menu
- ✓Multi-sheet Excel support — the system writes its own joins across sheets
- ✓Answers as a chart or a direct number/table, whichever fits the question
- ✓Shows the exact generated code behind every answer
What's included
- ✓Full working Streamlit application
- ✓8-chapter Word report
- ✓14-slide presentation deck
- ✓Viva question bank with cheat sheet and pitch script
- ✓3 ready-made sample datasets for your demo
Pricing
Same pricing tiers across every project kit.
A freelancer would charge ₹10,000–₹20,000 for the same project. Our kits start at ₹1,499 and are delivered in hours — not weeks.
Starter
The working application, ready to run and demonstrate.
- ✓Full source code
- ✓Setup & run instructions
- ✓requirements.txt / package.json
- ✓Runs on your machine in under 10 min
Standard
Submit-ready — full academic report and presentation included.
- ✓Everything in Starter
- ✓8-chapter Word report
- ✓14-slide presentation deck
- ✓Architecture & flow diagrams
Complete
Everything to submit AND confidently defend your project.
- ✓Everything in Standard
- ✓Viva Q&A bank + cheat sheet
- ✓Customized to your name & college
- ✓WhatsApp support until submission
Satisfaction guarantee
Not happy with what you receive? Message us within 24 hours and we'll either fix it or refund you — no questions asked.
Questions about this project
Does it work with Excel files that have multiple sheets?+
Yes — every sheet becomes its own table, and it can join across them when a question needs it.
What if the question is ambiguous or the code fails?+
It automatically retries with the error message, up to 2 extra attempts, before reporting back clearly.
Guides for this kit
Viva prep and architecture notes that match this project.
- Viva Prep
Chat with Data viva prep — text-to-code, safety, and retry logic
Expect questions on pandas code generation, sandboxing, multi-sheet Excel joins, and automatic retry when the LLM hallucinates column names.
- Guides
Top 10 Streamlit AI demo projects students actually finish
Ten Streamlit AI project ideas for Indian final year students that are small enough to finish, with problem, stack, demo plan, and examiner questions.
- Architecture
Three AI project patterns: RAG, text-to-code, and extract-score-generate
Not every AI final-year project should be a chatbot. When to use RAG, text-to-code, or extract-score-generate — and how each defends in viva.