Titanic Data Analysis

Table of Contents

1. Description
2. Installation
3. Usage
4. Endpoints
5. Contributing

Description

This project performs an exploratory data analysis (EDA) on the Titanic dataset. It aims to uncover patterns and insights about the passengers and their survival rates through various data analysis techniques.

Installation

To set up the project locally, follow these steps:

1. Clone the repository: bash git clone https://github.com/baranidharan27/project.git

2. Navigate to the project directory:

   bash cd your-repo

3. Create a virtual environment:

   bash python -m venv env

4. Activate the virtual environment:

   • On Windows: bash .\env\Scripts\activate

   • On macOS and Linux: bash source env/bin/activate

5. Install the required packages:

   bash pip install -r requirements.txt

Usage

1. Start Jupyter Notebook: bash jupyter notebook

2. Open the EDA.ipynb notebook and run the cells to perform the analysis.

Endpoints

This project uses FastAPI to create endpoints for various modules:

• PDF Module: /pdf
• PPT Module: /ppt
• Text Module: /text
• File Upload: /upload
• LLM Query: /query

Contributing

Contributions are welcome!