An intelligent tabular big data presentation in search environment based on prior human input configuration is provided. In some examples, a server may execute a search service that may receive a request from a party associated with the data to modify a presentation of a subset of the data and may present configuration options to the requesting party. The configuration options may include a selection of the subset of the data and parameters associated with the presentation of the subset of the data. The selected subset of the data may be formatted based on the received selection of the configuration options. A search query associated with the data may be received and may be executed on the subset of the data. A preview table may be generated and provided based on two dimensionally ranked search results of the subset of the data in accordance with the selection of the parameters.
