Yeah. Depending on where you live. In tropical places there are thriving chicken flocks, they survive perfectly off of humans and all of the things they drop, and there is also food and shelter in forests.She might be eating eggs because she's starving. Chickens usually don't survive that long in the wild.
Where BiomeBob lives, there appears to be not much for living plant life.