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https://github.com/priyadarshinijain/data-analysis-using-sql

In the context of this SQL project for Bella's Pizzeria, several tools and techniques have been utilized to handle data management, querying, and analysis.
https://github.com/priyadarshinijain/data-analysis-using-sql

sql-server

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In the context of this SQL project for Bella's Pizzeria, several tools and techniques have been utilized to handle data management, querying, and analysis.

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# Data Analysis Using SQL - Bella's Pizzeria πŸ•

This project focuses on **data management**, **querying**, and **analysis** using SQL for Bella's Pizzeria. The objective is to address several operational and customer satisfaction challenges by leveraging the power of **SQL** and **database management** tools. Below is an outline of the tools and techniques involved in this project.

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## πŸ› οΈ Tools & Techniques

### 1. **Database Management System (DBMS)**

- **MySQL**:
Bella's Pizzeria uses **MySQL**, a widely-used open-source relational database management system (**RDBMS**) to handle structured data, such as:
- Customer orders
- Pizza types
- Inventory

### 2. **SQL Querying Techniques**

- **Basic CRUD Operations**:
CRUD stands for **Create, Read, Update, Delete**β€”the fundamental operations used to manage data, such as:
- Handling pizza orders
- Updating the menu
- Managing customer feedback or reviews

### 3. **Data Aggregation**

- SQL queries such as:
- `GROUP BY`
- `COUNT()`
- `SUM()`
- `AVG()`

These are utilized to analyze sales data, identify best-selling pizzas, and aggregate customer feedback for better decision-making.

### 4. **Joins and Subqueries**

- **Joins**: SQL JOINs (e.g., **INNER JOIN**, **LEFT JOIN**) are employed to link different tables, such as:
- Orders
- Customers
- Inventory

- **Subqueries**: Used to perform complex filtering and data retrieval in comprehensive reports.

### 5. **Data Analysis & Reporting**

- SQL is used for **aggregating sales data** and **identifying trends**, such as the **top 5 best-selling pizzas**. Reports generated through SQL queries provide insights into:
- Business operations
- Customer preferences

### 6. **ETL (Extract, Transform, Load) Process**

- **ETL Tools**: An **ETL process** is set up to integrate various data sources, including:
- Customer orders
- Pizza inventory
- Feedback data

This ensures all relevant information is stored in a **centralized database** for easy access and analysis.

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πŸ’‘ **Project Highlights**:
This project demonstrates the use of SQL for real-world data analysis and reporting, addressing both business and operational challenges at Bella's Pizzeria.