President Trump’s drastic reshaping of immigration enforcement toward a goal of deporting millions has led to nearly 23,000 arrests and 18,000 deportations in the past month, federal data shows.

The U.S. Department of Homeland Security is defending its policy of having Immigration and Customs Enforcement officers ...