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php - number of rows in a table

 <?php
    include('connnect.php');
    db_connect();
    echo 'We're about to count some rows';
    $query = "SELECT COUNT(*) FROM accounts";
    $result = mysqli_query($mysqli,$query);
    $row = $result->fetch_row();
   echo $row[0];
  ?>

I can't seem to find out how to get the number of rows(users) in the accounts table, this code simply returns nothing. I'm not sure if I'm passing the right information into 'num_rows' or if the query that I'm using is correct.

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$query = "SELECT COUNT(*) FROM accounts";
$result = mysqli_query($mysqli,$query);
$rows = mysqli_fetch_row($result);
echo $rows[0];

or

$query = "SELECT COUNT(*) AS SUM FROM accounts";
$result = mysqli_query($mysqli,$query);
$rows = mysqli_fetch_assoc($result);
echo $rows['SUM'];

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