📊 Financial Growth Insights & AI Chatbot (2021–2023)

This Python project analyzes financial performance data from Microsoft, Apple, and Tesla over three years (2021–2023). It includes a terminal-based chatbot that answers financial questions using clean, transformed data and year-over-year growth calculations.

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📈 Features

• Clean and transform multi-year financial datasets
• Compute YoY growth rates for:
  • Revenue
  • Net Income
  • Assets
  • Liabilities
  • Cash Flow
• Build a chatbot that answers financial queries by company and year
• Organized into modular, reusable Jupyter notebooks

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💻 Tech Stack

• Language: Python
• Libraries: pandas, numpy, matplotlib, seaborn, plotly
• Environment: Jupyter Notebook
• Interface: Terminal chatbot using basic NLP

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📁 Project Structure

financial-growth-chatbot/
├── src/
│   ├── 1_data_preparation.ipynb
│   └── 2_financial_chatbot.ipynb
├── data/
│   ├── raw_data.csv
│   ├── processed_data.csv
│   └── summary_metrics.csv
├── chatbot/
│   ├── chatbot_questions.txt
│   └── sample_queries.md
├── README.md
├── summary.txt
├── requirements.txt
├── LICENSE

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💬 Example Queries

The chatbot supports questions like:

• What is the total revenue in 2022 for Microsoft?
• What is the net income growth (%) for Tesla between 2021 and 2023?
• What is the average revenue growth rate across all years?

See chatbot/chatbot_questions.txt for a full list of supported queries.

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⚙️ How to Run

1. Clone the repository:

   git clone https://github.com/yourusername/financial-growth-chatbot.git
   cd financial-growth-chatbot

2. Install dependencies:

   pip install -r requirements.txt

3. Run the notebooks:

   • src/1_data_preparation.ipynb → Prepares and processes the data
   • src/2_financial_chatbot.ipynb → Starts the chatbot

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🎯 Why This Project?

A recruiter-ready portfolio piece that blends:

• Real-world financial data
• End-to-end data pipelines
• Conversational AI using Python

Designed to showcase your skills in data science, automation, and financial analysis.

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👩‍💻 Author

Muskan Bhatia
MCA (AI & ML) | Python Developer | AI-Powered Data Engineer

• LinkedIn: linkedin.com/in/bhmuxkan
• Hashnode: bhmuxkan.hashnode.dev

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📄 License

This project is licensed under the MIT License.