How can data normalization improve the efficiency of querying data in PHP applications?

Data normalization improves the efficiency of querying data in PHP applications by reducing redundancy and ensuring data consistency. By organizing data into separate tables and establishing relationships between them, normalization minimizes data duplication and makes it easier to retrieve specific information without querying unnecessary data.

// Example of querying normalized data in PHP using PDO

// Connect to the database
$pdo = new PDO("mysql:host=localhost;dbname=mydatabase", "username", "password");

// Query to retrieve data from normalized tables
$query = $pdo->prepare("SELECT users.name, orders.order_id, orders.total_amount 
                        FROM users 
                        JOIN orders ON users.user_id = orders.user_id 
                        WHERE users.user_id = :user_id");

// Bind parameter values
$user_id = 1;
$query->bindParam(':user_id', $user_id, PDO::PARAM_INT);

// Execute the query
$query->execute();

// Fetch the results
$results = $query->fetchAll(PDO::FETCH_ASSOC);

// Display the results
foreach ($results as $row) {
    echo "User: " . $row['name'] . " | Order ID: " . $row['order_id'] . " | Total Amount: " . $row['total_amount'] . "<br>";
}