The calculated distance (air line) between Baghdad and Al Fallūjah is approximately 36 miles respectively 57 kilometers.
By car or train, the actual journey to Al Fallūjah is certainly longer, as only the direct route (as the crow flies) between Baghdad and Al Fallūjah has been calculated here.
Air line (approximately)
57 kilometers
31 nautical miles