What are some best practices for filtering and formatting data output in PHP applications, especially when dealing with incomplete data entries?

When dealing with incomplete data entries in PHP applications, it is essential to filter and format the data output to ensure consistency and prevent errors. One best practice is to use conditional statements to check for empty or null values before displaying the data. Additionally, sanitizing user input using functions like htmlentities or htmlspecialchars can help prevent security vulnerabilities.

// Example code snippet for filtering and formatting data output in PHP

// Assuming $data is an array containing potentially incomplete data entries

foreach ($data as $entry) {
    if (!empty($entry['name']) && !empty($entry['email'])) {
        $name = htmlentities($entry['name']);
        $email = htmlentities($entry['email']);
        
        echo "Name: $name <br>";
        echo "Email: $email <br><br>";
    } else {
        echo "Incomplete data entry <br><br>";
    }
}