///In pre-processing landslide monitoring data, the poor data should be rejected. This paper analyzed the correlation among multi-phase Majiagou landslide deformation monitoring data, and established a linear regression equation. Errors of the estimates were used to determine if there were gross errors in the measurements. So the monitoring data can provide reliable basis for landslide stability analysis.