Disclosed herein are an apparatus, non-transitory computer readable medium, and method for querying big data and displaying the results of the query. A multilevel hierarchy of data structures is associated with a particular date to reduce the linearity of the search. The client receiving the query results stores the results in a linked list with a record format consistent with the resulting records. The client also periodically refreshes a graphical user interface with the query results until all the results are received.