Another challenge with the raw data is ambiguous legal status information. Patents usually have a lifetime of 20 years but may go inactive well before they reach their maximum lifetime for reasons such as invalidation or lack of fee payments. Companies sell individual patents, entire business units, and even merge or get acquired. Therefore, complete tracking of ownership changes and the remaining lifetime of patents is required to produce reliable insights from patent data analytics.