Abstract: Through analysis of characteristics of historical data of mine gas and using theory of statistical analysis, the paper presented a research method of time slotted data processing (TSDP) technology that suited in compression of historical data of mine gas. This technology could compress many historical data sectionally, which provided useful reference for other data processing and compression technology of real-time systems.