README.md

# J&J Chocolates Data Analysis

This project analyzes online transaction data for J&J Chocolates to identify customer behavior patterns and provide actionable recommendations.

## Dataset
The dataset is stored in `transactions.csv`. It contains the following columns:
- `transaction_id`: Unique ID for each transaction.
- `time_spent`: Time spent on the website (in minutes).
- `transaction_amount`: Amount spent in the transaction (in dollars).
- `payment_method`: Payment method used (e.g., PayPal, Credit Card).
- `transaction_date`: Date of the transaction.

## How to Run the Script
1. Clone this repository to your local machine:
   ```bash
   git clone https://github.com/your-username/your-repo-name.git