How to Get Review Collection by id Magento 2?

Get review details data by review id Magento 2 using ReviewFactory.

Product Review has given by the Customer in the Product details page and wants to retrieve specific review details by the id using Magento\Review\Model\ReviewFactory.

The output is the review data like review id, create date, store id, title, detail, nickname and customer id.

Call from the template or PHP class,
echo $reviewData = $this->getReviewData();