It's probably mostly a poverty issue. Poor people have more difficulty affording a car. This forces them to walk and bike, even in areas where the infrastructure makes it unsafe to do so (areas like this are ubiquitous in US cities).

Black people in the US, due to a wide variety of systemic issues, are more likely to be poor. Which means that issues of poverty are more likely to affect black people.