The digitization of modern lifestyle has made electronic gazettes and computers essential for data storage. However, data loss remains a significant issue, requiring extensive research and effective data recovery methods. Data restoration involves retrieving data from damaged or non-readable devices, aiding in detecting unlawful activities like fraud, murder, digital abuse, trafficking, and phishing. This review reviews data recovery tools and software, providing guidance for researchers in this field.