WASHINGTON (CNN) -- Authorities waited almost three weeks to alert the public that personal data on more than 26 million U.S. veterans had fallen into the hands of thieves, a government source said Tuesday.

The data were on a laptop and external drive stolen May 3 in an apparent random burglary from the Montgomery County, Maryland, home of a Department of Veterans Affairs computer analyst, said the government source, who has been briefed on the issue.

The government did not immediately announce the theft because officials had hoped to catch the culprits and did not want to tip them off about what they had stolen for fear they would sell it, the government source said.

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Veteran Affairs Data Loss