A local amplifying circuit, a data readout method and a memory are provided. The local amplifying circuit includes: write control transistors, configured to connect a global data line to a local data line based on a write enable signal; column selection transistors, configured to connect a bit line to the local data line based on a column selection signal; a first control NMOS transistor, having a gate connected to the local data line, one of a source and a drain being connected to the global data line and the other being connected to a corresponding read control transistor; a second control NMOS transistor, having a gate connected to a complementary local data line, one of a source and a drain being connected to a complementary global data line and the other being connected to a corresponding read control transistor.