Point-level results

Output File Metadata

Analysis Source	Indicator	Description
Input POI data	dataset_id	Identifier for the source dataset containing this POI
	geometry	Geometric representation of POI location (point coordinates)
	lat	Latitude coordinate of the POI location
	lon	Longitude coordinate of the POI location
	poi_id	Unique identifier for each Point of Interest (POI)
	poi_type	Category/type of POI (e.g. school, health center, town hall)
Proximity	2g_cell_site_dist	Distance in meters to nearest 2G cell site
	3g_cell_site_dist	Distance in meters to nearest 3G cell site
	4g_cell_site_dist	Distance in meters to nearest 4G cell site
	5g_cell_site_dist	Distance in meters to nearest 5G cell site
	cell_site_dist	Distance in meters to nearest cellular tower (any generation)
	fiber_node_dist	Distance in meters to nearest fiber optic network node
	transmission_node_dist	Distance in meters to nearest transmission infrastructure node
Coverage	2g_mobile_coverage	Boolean indicating if POI has 2G mobile network coverage
	3g_mobile_coverage	Boolean indicating if POI has 3G mobile network coverage
	4g_mobile_coverage	Boolean indicating if POI has 4G mobile network coverage
	5g_mobile_coverage	Boolean indicating if POI has 5G mobile network coverage
Demand	mbps_demand_per_user	Bandwidth demand per individual user in Mbps
	number_of_users	Estimated number of internet users at this POI
	poi_count_10km	Number of other POIs within 10km radius
	poi_count_1km	Number of other POIs within 1km radius
	poi_count_2km	Number of other POIs within 2km radius
	poi_count_3km	Number of other POIs within 3km radius
	poi_count_4km	Number of other POIs within 4km radius
	poi_count_5km	Number of other POIs within 5km radius
	pop_within_10km	Population count within 10km buffer around POI
	pop_within_1km	Population count within 1km buffer around POI
	pop_within_3km	Population count within 3km buffer around POI
	pop_within_4km	Population count within 4km buffer around POI
	pop_within_5km	Population count within 5km buffer around POI
	total_mbps	Total bandwidth demand in Mbps for this POI
Fiber Path	closest_node_distance	Distance in meters to the closest fiber node
	closest_node_id	Identifier of the nearest fiber node
	connected_node_dist	Distance in meters to the connected fiber node
	connected_node_id	Identifier of the node this POI is connected to
	fiber_path	Route description for fiber optic connection to this POI
	fiber_path_incl_poi	Fiber connection path including this POI in the route
	fiber_path_order	Order/sequence number of this POI in the fiber deployment path
	in_mst_solution	Boolean indicating if POI is included in fiber path solution
	max_dist_km	Maximum allowable distance in km for fiber path solution
	n_conns	Number of network connections associated with this POI
	upstream_node_distance	Distance in meters to the upstream fiber node
	upstream_node_id	Identifier of the upstream network node in the connection path
Visibility	antenna_los_distance	Line-of-sight distance in meters for antenna/radio connections
	azimuth_angle	Directional angle in degrees for point-to-point radio links
	is_visible	Boolean indicating if POI has line-of-sight to cellular infrastructure
	is_visible_pois	Boolean indicating if this POI is visible to other POIs
	num_visible	Count of visible cellular sites from this POI location
	vis_geometry	Geometric representation of visibility analysis
	visible_cell_site_dist	Distance in meters to the nearest visible cellular site
	visible_cell_site_ict_id	ID of the nearest visible cellular tower/base station
	visible_cell_site_radio_type	Type of radio technology at the nearest visible cell site
	visible_pois	List of other POIs visible from this location
Technology Assignment	fiber_feasible	Whether fiber is feasible for this POI
	number_of_periods	Total number of time periods for the connection
	p2area_feasible	Whether p2area is feasible for this POI
	p2p_feasible	Whether p2p is feasible for this POI
	satellite_feasible	Whether satellite is feasible for this POI
	technology	Selected connectivity technology solution for this POI
Cost	annual_cost	Annual cost of ownership (CAPEX and OPEX)
	annual_revenue	Annual operator revenue from ISP retail fees
	init_capex	Initial capital expenditure
	pp_coo	Total cost of ownership (CAPEX and OPEX) over project period
	pp_profit	Operator profits over project period (ISP retail fees minus cost of ownership)
	pp_revenue	Operator revenue over project period (ISP retail fees)

Fiber Path Edge-level results

Output File Metadata

Analysis Source	Indicator	Description
Fiber Path	index	Sequential row identifier for each road network edge/segment
	u	Source node identifier (starting point of road segment)
	v	Target node identifier (ending point of road segment)
	key	Unique key identifier for parallel edges between same nodes
	osmid	OpenStreetMap identifier for the original road segment
	geometry	Geometric representation of the road segment (linestring coordinates)
	cluster	Geographical cluster identifier for regional analysis grouping

Visibility Edge-level results

Output File Metadata

Analysis Source	Indicator	Description
Visibility	poi_id	Unique identifier for the Point of Interest being analyzed
	ict_id	Identifier for the cell site
	radio_type	Type of radio technology at the ICT node (e.g. 4G, 5G)
	ground_distance	Straight-line distance on ground between POI and cell site (2D)
	antenna_los_distance	Straight-line distance between two antennas in meters (3D)
	azimuth_angle	Directional bearing angle in degrees from POI to cell site infrastructure
	geometry	Geometric representation of the line-of-sight path between locations
	is_visible	Boolean indicating if clear line-of-sight exists for POI with at least one cell site
	num_visible	Total count of cell sites visible from this POI location
	order	Ranking order of this cell site by proximity from POI
	visible_pois	Array of other POI identifiers that are visible from this POI
	is_visible_pois	List of other POIs that are visible from this POI