Sidewalk robots and navigation world models need the pedestrian view of curb cuts, crossings, crowds, hawkers, parked motorbikes and broken paving; driving datasets see the road from a car. Contributors hold the phone at chest height facing forward and walk, faces avoided, through the cities of a global base strongest in Southeast Asia, the United States and Europe, from Jakarta to Chicago to London. No GPS, IMU, depth or annotations; handheld footage sways more than a chest rig, a limitation for odometry and a feature for anything that runs on a phone. FrodoBots-2K is CC BY-SA, so derived datasets must be shared under the same terms; this one carries a plain commercial license.