A computer system comprising: a memory storing geocoded data; a display; and circuitry in communication with the memory and the display, the circuitry configured to: obtain a data precision level for processing the geocoded data; access the geocoded data from the memory; divide a two-dimensional area map into a number of regions according to the data precision level; for each region, aggregate the geocoded data corresponding to said region into a sum; whereby the geocoded data has the same particular data type; process the aggregated geocoded data according to the data precision level by: - populating the regions of the area map with the corresponding aggregated geocoded data to obtain a populated area map; - generating a matrix having a number of rows and a number of columns each equal to the number of the multiple regions in the area map; - populating the matrix to generate a smoothing matrix for the aggregated geocoded data; and - multiplying the smoothing matrix with the aggregated geocoded data in the populated area map to obtain processed aggregated geocoded data; cause the display to present the processed aggregated geocoded data; wherein the system further includes one or more data capture devices to capture quantifiable traffic data at respective positions the capture devices are positioned, wherein the captured data are appended with geo-location data representative of acquisition camera or sensor locations to form the geocoded data, and undergo further processing to form quantitative data representative of the captured physical, real-world events for further analysis, and an analysis system to monitor the geocoded data and to effectuate traffic signal operational parameter changes in response to analyzing the processed geocoded data. a memory storing geocoded data; a display; and circuitry in communication with the memory and the display, the circuitry configured to: obtain a data precision level for processing the geocoded data; access the geocoded data from the memory; divide a two-dimensional area map into a number of regions according to the data precision level; for each region, aggregate the geocoded data corresponding to said region into a sum; whereby the geocoded data has the same particular data type; process the aggregated geocoded data according to the data precision level by: - populating the regions of the area map with the corresponding aggregated geocoded data to obtain a populated area map; - generating a matrix having a number of rows and a number of columns each equal to the number of the multiple regions in the area map; - populating the matrix to generate a smoothing matrix for the aggregated geocoded data; and - multiplying the smoothing matrix with the aggregated geocoded data in the populated area map to obtain processed aggregated geocoded data; cause the display to present the processed aggregated geocoded data; wherein the system further includes one or more data capture devices to capture quantifiable traffic data at respective positions the capture devices are positioned, wherein the captured data are appended with geo-location data representative of acquisition camera or sensor locations to form the geocoded data, and undergo further processing to form quantitative data representative of the captured physical, real-world events for further analysis, and an analysis system to monitor the geocoded data and to effectuate traffic signal operational parameter changes in response to analyzing the processed geocoded data. obtain a data precision level for processing the geocoded data; access the geocoded data from the memory; divide a two-dimensional area map into a number of regions according to the data precision level; for each region, aggregate the geocoded data corresponding to said region into a sum; whereby the geocoded data has the same particular data type; process the aggregated geocoded data according to the data precision level by: - populating the regions of the area map with the corresponding aggregated geocoded data to obtain a populated area map; - generating a matrix having a number of rows and a number of columns each equal to the number of the multiple regions in the area map; - populating the matrix to generate a smoothing matrix for the aggregated geocoded data; and - multiplying the smoothing matrix with the aggregated geocoded data in the populated area map to obtain processed aggregated geocoded data; - populating the regions of the area map with the corresponding aggregated geocoded data to obtain a populated area map; - generating a matrix having a number of rows and a number of columns each equal to the number of the multiple regions in the area map; - populating the matrix to generate a smoothing matrix for the aggregated geocoded data; and - multiplying the smoothing matrix with the aggregated geocoded data in the populated area map to obtain processed aggregated geocoded data; cause the display to present the processed aggregated geocoded data; wherein the system further includes one or more data capture devices to capture quantifiable traffic data at respective positions the capture devices are positioned, wherein the captured data are appended with geo-location data representative of acquisition camera or sensor locations to form the geocoded data, and undergo further processing to form quantitative data representative of the captured physical, real-world events for further analysis, and an analysis system to monitor the geocoded data and to effectuate traffic signal operational parameter changes in response to analyzing the processed geocoded data.