public function corrRegion($level, $levelid = null)
{
$rateRegion = [];
$attrition = [];
$batches = [];
$results = Correlation::getRegion($level, $levelid);
foreach ($results as $result) {
array_push($batches, $result->batch);
$rateRegion[$result->batch] = $result->ratio;
$attrition[$result->batch] = $result->dropouts;
}
return round($this->getCorrelation($rateRegion, $attrition, $batches), 2);
}