What are some alternative methods or functions in PHP that can be used to calculate the top 10% values from a dataset more efficiently than the current approach?
Calculating the top 10% values from a dataset using the current approach of sorting the entire dataset can be inefficient, especially for large datasets. An alternative method to efficiently calculate the top 10% values is to use a combination of array functions in PHP such as array_slice and array_sum to extract and sum the top 10% values directly without sorting the entire dataset.
// Sample dataset
$data = [15, 20, 10, 5, 25, 30, 40, 35, 45, 50];
// Calculate the number of elements representing the top 10%
$top_10_percent_count = ceil(count($data) * 0.1);
// Sort the dataset in descending order
rsort($data);
// Extract the top 10% values
$top_10_percent_values = array_slice($data, 0, $top_10_percent_count);
// Calculate the sum of the top 10% values
$sum_top_10_percent = array_sum($top_10_percent_values);
echo "Sum of top 10% values: " . $sum_top_10_percent;
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