How long does it take to lose 20 pounds by walking?

I'm curious, how long does it realistically take for an individual to lose 20 pounds solely through walking? Is it a matter of weeks, months, or even longer? And what factors, such as the individual's starting weight, walking pace, and diet, could potentially impact the duration of this weight loss journey? I'd love to hear your expert insights on this topic.