A scripted hypertext transfer protocol (HTTP) request that encapsulates embedded scripted code that specifies each of a requested data search, search result data manipulation, and generation of visualized output of the manipulated search result data is received at a server. The embedded scripted code received within the scripted HTTP request that specifies each of the requested data search, the requested search result data manipulation, and the requested generation of the visualized output of the manipulated search result data is executed. Visualized output of the manipulated search result data are returned as a single HTTP response to the received scripted HTTP request.