An apparatus and method for textual data analysis and generation of a performance datum are disclosed. The apparatus includes at least a processor and a memory communicatively connected to the at least a processor, wherein the memory contains instructions configuring the at least a processor to receive input data from a plurality of users, wherein the input data comprises textual data, analyze the textual data as a function of referential textual data, identify a pattern datum between the plurality of segments and the plurality of referential segments, generate a performance datum for each user of the plurality of users as a function of the input data, the pattern datum and a plurality of performance metrics and transmit the performance datum to a plurality of user devices.