The celestial census began more than a year and a half ago, shortly after the news that the Laser Interferometer Gravitational-Wave Observatory (LIGO) had detected ripples in the space-time continuum created by the distant collision of two black holes, each the size of 30 suns.
"Fundamentally, the detection of gravitational waves was a huge deal, as it was a confirmation of a key prediction of Einstein's general theory of relativity," said James Bullock, University of California, Irvine (UCI) in the US.
Scientists assume most stellar-remnant black holes - which result from the collapse of massive stars at the end of their lives - will be about the same mass as our Sun.
To see the evidence of two black holes of such epic proportions coming together in a cataclysmic collision left some astronomers puzzled.
More From This Section
The new research was an attempt to interpret the gravitational wave detections through the lens of what is known about galaxy formation and to form a framework for understanding future occurrences.
The reason is that larger galaxies have many metal-rich stars, and smaller dwarf galaxies are dominated by big stars of low metallicity.
Stars that contain a lot of heavier elements, like our sun, shed a lot of that mass over their lives.
When it comes time for one to end it all in a supernova, there is not as much matter left to collapse in on itself, resulting in a lower-mass black hole.
Big stars with low metal content do not shed as much of their mass over time, so when one of them dies, almost all of its mass will wind up in the black hole.
"We were able to work out how many big black holes should exist, and it ended up being in the millions - way more than I anticipated," he said.
In addition, to shed light on subsequent phenomena, researchers sought to determine how often black holes occur in pairs, how often they merge, and how long it takes.
"We show that only 0.1 to one per cent of the black holes formed have to merge to explain what LIGO saw," Kaplinghat said.
"If the current ideas about stellar evolution are right, then our calculations indicate that mergers of even 50-solar- mass black holes will be detected in a few years," he said.