How can one effectively troubleshoot and debug PHP code that involves database queries and data manipulation for graph creation?

To effectively troubleshoot and debug PHP code involving database queries and data manipulation for graph creation, you can start by checking for errors in your SQL queries, ensuring proper connection to the database, and verifying the data being fetched and manipulated. You can also use tools like var_dump() or print_r() to inspect variables and results at different stages of the code execution.

// Example PHP code snippet for troubleshooting and debugging database queries and data manipulation for graph creation

// Establish database connection
$host = 'localhost';
$user = 'username';
$pass = 'password';
$db = 'database_name';

$conn = new mysqli($host, $user, $pass, $db);

if ($conn->connect_error) {
    die("Connection failed: " . $conn->connect_error);
}

// Example SQL query
$sql = "SELECT * FROM table_name";
$result = $conn->query($sql);

if ($result->num_rows > 0) {
    // Fetch and manipulate data for graph creation
    while ($row = $result->fetch_assoc()) {
        // Data manipulation logic here
    }
} else {
    echo "No results found";
}

$conn->close();