Financial Data Analysis and Chatbot Project

Overview

This repository contains two main components: a financial data analysis and a chatbot project. The analysis focuses on financial data from Microsoft, Apple, and Tesla for the fiscal years 2022-2024. The chatbot provides insights on revenue, net income, and growth for these companies.

Files

• financial_data_analysis.ipynb: The main Jupyter Notebook containing the analysis and visualizations.
• data/10k filings 2022-2024 fy.csv: The CSV file with the financial data used in the analysis.
• scripts/chatbot.py: The main Python script for the chatbot.
• scripts/index.html: The HTML interface for interacting with the chatbot.
• data/10k filings 2022-2024 fy_updated.csv: The CSV file containing financial data.
• financial_data_analysis.html: HTML export of the Jupyter Notebook.

Features

• Data Analysis: Perform detailed analysis of financial metrics such as revenue, net income, and growth.
• Visualization: Generate insightful plots to visualize trends over the fiscal years.
• Chatbot: Provides user-friendly financial insights for Microsoft, Apple, and Tesla.

Limitations

Screenshot

• The chatbot only provides information on Microsoft, Apple, and Tesla.
• It responds to queries about revenue, net income, and growth.

Future Improvements

• Expand the dataset to include more companies.
• Enhance natural language processing for better query understanding.

Instructions

1. Clone the repository:

   git clone https://github.com/Mettice/financial_data_analysis.git

2. Navigate to the Project Directory:

   cd financial_data_analysis

3. Install Required Packages:

   pip install pandas numpy matplotlib

4. Run the Jupyter Notebook:

   jupyter notebook financial_data_analysis.ipynb

Dependencies

• Python 3.x
• Pandas
• NumPy
• Matplotlib

Contact

For any questions or issues, please contact [Your Name] at [Your Email].