Starting at the end of the nineteenth century, well before the advent of electronic
computers, data processing was performed using electromechanical devices called
unit record equipment,
electric accounting machines (
EAM) or
tabulating machines. Unit record machines came to be as ubiquitous in industry and government in the first two-thirds of the twentieth century as
computers became in the last third. They allowed large volume, sophisticated data-processing tasks to be accomplished before electronic computers were invented and while they were still in their infancy. This data processing was accomplished by processing
punched cards through various unit record machines in a carefully choreographed progression. This progression, or flow, from machine to machine was often planned and documented with detailed
flowcharts that used standardized symbols for documents and the various machine functions. All but the earliest machines had high-speed mechanical feeders to process cards at rates from around 100 per minute to 2,000 per minute, sensing punched holes with mechanical, electrical, or, later, optical sensors. The operation of many machines was directed by the use of a removable
plugboard or control panel. Initially all machines were manual or
electromechanical. The first use of an electronic component was in 1940 when a gas triode vacuum tube replaced a relay in an IBM card sorter. Electronic components were used on other machines beginning in the late 1940s.