Abstract: Various systems, mediums, and methods herein describe aspects of a proximity and validation based data merging system. The system may access a first data set and a plurality of second data sets that correspond to physical locations in a location space. The system my segment the location space into a plurality of location bins each having one or more nodes. The system may generate two or more maps based on two or more mapping rule and map the first data set and the plurality of second data sets into the nodes of the location bins. The system may determine one or more target nodes in the maps that include the first data set and at least one of the second data sets. The system may determine a minimum distance between the first data set and one of the second data sets in a target node.

Abstract: Various systems, mediums, and methods herein describe aspects of a proximity and validation based data merging system. The system may access a first data set and a plurality of second data sets that correspond to physical locations in a location space. The system my segment the location space into a plurality of location bins each having one or more nodes. The system may generate two or more maps based on two or more mapping rule and map the first data set and the plurality of second data sets into the nodes of the location bins. The system may determine one or more target nodes in the maps that include the first data set and at least one of the second data sets. The system may determine a minimum distance between the first data set and one of the second data sets in a target node.