{'mode_taxis': nan, 'IkiSheet': 'mitigation', 'page_number': nan, 'mode_inland_shipping': nan, 'mode_coastal_shipping': nan, 'g20': 0, 'mode_cycling': nan, 'mode_road': nan, 'geo_not_defined': 'x', 'high_level_category': 'Low-carbon fuels and energy vectors', 'g7': 0, 'geo_inter-city': nan, 'mena': 0, 'mode_heavy_rail': nan, 'mode_walking': nan, 'mode_international_maritime': nan, 'mode_not_defined': 'x', 'mode_aviation': nan, 'geo_urban': nan, 'activity_type': 'E_Notdefined', 'a_s_i': 'Improve', 'mode_high-speed_rail': nan, 'mode_cars': nan, 'indicator': 'General vehicle improvements', 'mode_water': nan, 'mode_truck': nan, 'oecd': 'non-OECD', 'mode_two-/three-wheelers': nan, 'income_group': 'Low-income', 'mode_bus': nan, 'mode_transit_rail': nan, 'geo_rural': nan, 'region': 'Africa', 'parameter': 'I_Vehicleimprove', 'mode_private_cars': nan, 'category': 'Vehicle improvements', 'mode_rail': nan, 'annex_type': 'Non-Annex I', 'mode_active_mobility': nan}
{'mode_taxis': nan, 'IkiSheet': 'mitigation', 'page_number': nan, 'mode_inland_shipping': nan, 'mode_coastal_shipping': nan, 'g20': 0, 'mode_cycling': nan, 'mode_road': nan, 'geo_not_defined': nan, 'high_level_category': 'Mode shift and demand management', 'g7': 0, 'geo_inter-city': nan, 'mena': 0, 'mode_heavy_rail': nan, 'mode_walking': nan, 'mode_international_maritime': nan, 'mode_not_defined': nan, 'mode_aviation': nan, 'geo_urban': 'x', 'activity_type': 'E_Passenger', 'a_s_i': 'Shift', 'mode_high-speed_rail': nan, 'mode_cars': nan, 'indicator': 'Express lanes/ public transport priority', 'mode_water': nan, 'mode_truck': nan, 'oecd': 'non-OECD', 'mode_two-/three-wheelers': nan, 'income_group': 'Low-income', 'mode_bus': 'x', 'mode_transit_rail': nan, 'geo_rural': nan, 'region': 'Africa', 'parameter': 'S_PTPriority', 'mode_private_cars': nan, 'category': 'Public transport improvement', 'mode_rail': nan, 'annex_type': 'Non-Annex I', 'mode_active_mobility': nan}
{'mode_taxis': nan, 'IkiSheet': 'mitigation', 'page_number': nan, 'mode_inland_shipping': nan, 'mode_coastal_shipping': nan, 'g20': 0, 'mode_cycling': nan, 'mode_road': nan, 'geo_not_defined': nan, 'high_level_category': 'Mode shift and demand management', 'g7': 0, 'geo_inter-city': nan, 'mena': 0, 'mode_heavy_rail': nan, 'mode_walking': nan, 'mode_international_maritime': nan, 'mode_not_defined': nan, 'mode_aviation': nan, 'geo_urban': 'x', 'activity_type': 'E_Passenger', 'a_s_i': 'Shift', 'mode_high-speed_rail': nan, 'mode_cars': nan, 'indicator': 'BRT', 'mode_water': nan, 'mode_truck': nan, 'oecd': 'non-OECD', 'mode_two-/three-wheelers': nan, 'income_group': 'Low-income', 'mode_bus': 'x', 'mode_transit_rail': nan, 'geo_rural': nan, 'region': 'Africa', 'parameter': 'S_BRT', 'mode_private_cars': nan, 'category': 'Public transport improvement', 'mode_rail': nan, 'annex_type': 'Non-Annex I', 'mode_active_mobility': nan}
{'mode_taxis': nan, 'IkiSheet': 'mitigation', 'page_number': nan, 'mode_inland_shipping': nan, 'mode_coastal_shipping': nan, 'g20': 0, 'mode_cycling': nan, 'mode_road': nan, 'geo_not_defined': 'x', 'high_level_category': 'Low-carbon fuels and energy vectors', 'g7': 0, 'geo_inter-city': nan, 'mena': 0, 'mode_heavy_rail': nan, 'mode_walking': nan, 'mode_international_maritime': nan, 'mode_not_defined': 'x', 'mode_aviation': nan, 'geo_urban': nan, 'activity_type': 'E_Notdefined', 'a_s_i': 'Improve', 'mode_high-speed_rail': nan, 'mode_cars': nan, 'indicator': 'Vehicle scrappage scheme', 'mode_water': nan, 'mode_truck': nan, 'oecd': 'non-OECD', 'mode_two-/three-wheelers': nan, 'income_group': 'Low-income', 'mode_bus': nan, 'mode_transit_rail': nan, 'geo_rural': nan, 'region': 'Africa', 'parameter': 'I_Vehiclescrappage', 'mode_private_cars': nan, 'category': 'Vehicle improvements', 'mode_rail': nan, 'annex_type': 'Non-Annex I', 'mode_active_mobility': nan}
{'mode_taxis': nan, 'IkiSheet': 'mitigation', 'page_number': nan, 'mode_inland_shipping': nan, 'mode_coastal_shipping': nan, 'g20': 0, 'mode_cycling': nan, 'mode_road': nan, 'geo_not_defined': 'x', 'high_level_category': 'Mode shift and demand management', 'g7': 0, 'geo_inter-city': nan, 'mena': 0, 'mode_heavy_rail': nan, 'mode_walking': 'x', 'mode_international_maritime': nan, 'mode_not_defined': nan, 'mode_aviation': nan, 'geo_urban': nan, 'activity_type': 'E_Passenger', 'a_s_i': 'Shift', 'mode_high-speed_rail': nan, 'mode_cars': nan, 'indicator': 'Walking measures', 'mode_water': nan, 'mode_truck': nan, 'oecd': 'non-OECD', 'mode_two-/three-wheelers': nan, 'income_group': 'Low-income', 'mode_bus': nan, 'mode_transit_rail': nan, 'geo_rural': nan, 'region': 'Africa', 'parameter': 'S_Walking', 'mode_private_cars': nan, 'category': 'Active mobility', 'mode_rail': nan, 'annex_type': 'Non-Annex I', 'mode_active_mobility': nan}
{'mode_taxis': nan, 'IkiSheet': 'mitigation', 'page_number': nan, 'mode_inland_shipping': nan, 'mode_coastal_shipping': nan, 'g20': 0, 'mode_cycling': nan, 'mode_road': nan, 'geo_not_defined': 'x', 'high_level_category': 'Transport system improvements', 'g7': 0, 'geo_inter-city': nan, 'mena': 0, 'mode_heavy_rail': nan, 'mode_walking': nan, 'mode_international_maritime': nan, 'mode_not_defined': 'x', 'mode_aviation': nan, 'geo_urban': nan, 'activity_type': 'E_Notdefined', 'a_s_i': 'Shift', 'mode_high-speed_rail': nan, 'mode_cars': nan, 'indicator': 'Intermodality measures', 'mode_water': nan, 'mode_truck': nan, 'oecd': 'non-OECD', 'mode_two-/three-wheelers': nan, 'income_group': 'Low-income', 'mode_bus': nan, 'mode_transit_rail': nan, 'geo_rural': nan, 'region': 'Africa', 'parameter': 'S_Intermodality', 'mode_private_cars': nan, 'category': 'Improve infrastructure', 'mode_rail': nan, 'annex_type': 'Non-Annex I', 'mode_active_mobility': nan}
{'mode_taxis': nan, 'IkiSheet': 'mitigation', 'page_number': nan, 'mode_inland_shipping': nan, 'mode_coastal_shipping': nan, 'g20': 0, 'mode_cycling': nan, 'mode_road': nan, 'geo_not_defined': 'x', 'high_level_category': 'Transport system improvements', 'g7': 0, 'geo_inter-city': nan, 'mena': 0, 'mode_heavy_rail': nan, 'mode_walking': nan, 'mode_international_maritime': nan, 'mode_not_defined': 'x', 'mode_aviation': nan, 'geo_urban': nan, 'activity_type': 'E_Passenger', 'a_s_i': 'Shift', 'mode_high-speed_rail': nan, 'mode_cars': nan, 'indicator': 'Intermodality measures', 'mode_water': nan, 'mode_truck': nan, 'oecd': 'non-OECD', 'mode_two-/three-wheelers': nan, 'income_group': 'Low-income', 'mode_bus': nan, 'mode_transit_rail': nan, 'geo_rural': nan, 'region': 'Africa', 'parameter': 'S_Intermodality', 'mode_private_cars': nan, 'category': 'Improve infrastructure', 'mode_rail': nan, 'annex_type': 'Non-Annex I', 'mode_active_mobility': nan}
{'mode_taxis': nan, 'IkiSheet': 'mitigation', 'page_number': nan, 'mode_inland_shipping': nan, 'mode_coastal_shipping': nan, 'g20': 0, 'mode_cycling': nan, 'mode_road': nan, 'geo_not_defined': 'x', 'high_level_category': 'Low-carbon fuels and energy vectors', 'g7': 0, 'geo_inter-city': nan, 'mena': 0, 'mode_heavy_rail': nan, 'mode_walking': nan, 'mode_international_maritime': nan, 'mode_not_defined': 'x', 'mode_aviation': nan, 'geo_urban': nan, 'activity_type': 'E_Notdefined', 'a_s_i': 'Improve', 'mode_high-speed_rail': nan, 'mode_cars': nan, 'indicator': 'Vehicle air pollution emission standards', 'mode_water': nan, 'mode_truck': nan, 'oecd': 'non-OECD', 'mode_two-/three-wheelers': nan, 'income_group': 'Low-income', 'mode_bus': nan, 'mode_transit_rail': nan, 'geo_rural': nan, 'region': 'Africa', 'parameter': 'I_Efficiencystd', 'mode_private_cars': nan, 'category': 'Vehicle improvements', 'mode_rail': nan, 'annex_type': 'Non-Annex I', 'mode_active_mobility': nan}
{'mode_taxis': nan, 'IkiSheet': 'mitigation', 'page_number': nan, 'mode_inland_shipping': nan, 'mode_coastal_shipping': nan, 'g20': 0, 'mode_cycling': nan, 'mode_road': nan, 'geo_not_defined': 'x', 'high_level_category': 'Mode shift and demand management', 'g7': 0, 'geo_inter-city': nan, 'mena': 0, 'mode_heavy_rail': nan, 'mode_walking': nan, 'mode_international_maritime': nan, 'mode_not_defined': 'x', 'mode_aviation': nan, 'geo_urban': nan, 'activity_type': 'E_Notdefined', 'a_s_i': 'Avoid', 'mode_high-speed_rail': nan, 'mode_cars': nan, 'indicator': 'General transport demand management', 'mode_water': nan, 'mode_truck': nan, 'oecd': 'non-OECD', 'mode_two-/three-wheelers': nan, 'income_group': 'Low-income', 'mode_bus': nan, 'mode_transit_rail': nan, 'geo_rural': nan, 'region': 'Africa', 'parameter': 'A_TDM', 'mode_private_cars': nan, 'category': 'Transport demand management', 'mode_rail': nan, 'annex_type': 'Non-Annex I', 'mode_active_mobility': nan}
{'mode_taxis': nan, 'IkiSheet': 'mitigation', 'page_number': nan, 'mode_inland_shipping': nan, 'mode_coastal_shipping': nan, 'g20': 0, 'mode_cycling': nan, 'mode_road': nan, 'geo_not_defined': 'x', 'high_level_category': 'Low-carbon fuels and energy vectors', 'g7': 0, 'geo_inter-city': nan, 'mena': 0, 'mode_heavy_rail': nan, 'mode_walking': nan, 'mode_international_maritime': nan, 'mode_not_defined': 'x', 'mode_aviation': nan, 'geo_urban': nan, 'activity_type': 'E_Notdefined', 'a_s_i': 'Improve', 'mode_high-speed_rail': nan, 'mode_cars': nan, 'indicator': 'Inspection and maintenance', 'mode_water': nan, 'mode_truck': nan, 'oecd': 'non-OECD', 'mode_two-/three-wheelers': nan, 'income_group': 'Low-income', 'mode_bus': nan, 'mode_transit_rail': nan, 'geo_rural': nan, 'region': 'Africa', 'parameter': 'I_Inspection', 'mode_private_cars': nan, 'category': 'Vehicle improvements', 'mode_rail': nan, 'annex_type': 'Non-Annex I', 'mode_active_mobility': nan}
{'mode_taxis': nan, 'IkiSheet': 'mitigation', 'page_number': nan, 'mode_inland_shipping': nan, 'mode_coastal_shipping': nan, 'g20': 0, 'mode_cycling': nan, 'mode_road': nan, 'geo_not_defined': 'x', 'high_level_category': 'Low-carbon fuels and energy vectors', 'g7': 0, 'geo_inter-city': nan, 'mena': 0, 'mode_heavy_rail': nan, 'mode_walking': nan, 'mode_international_maritime': nan, 'mode_not_defined': 'x', 'mode_aviation': nan, 'geo_urban': nan, 'activity_type': 'E_Notdefined', 'a_s_i': 'Improve', 'mode_high-speed_rail': nan, 'mode_cars': nan, 'indicator': 'General vehicle improvements', 'mode_water': nan, 'mode_truck': nan, 'oecd': 'non-OECD', 'mode_two-/three-wheelers': nan, 'income_group': 'Low-income', 'mode_bus': nan, 'mode_transit_rail': nan, 'geo_rural': nan, 'region': 'Africa', 'parameter': 'I_Vehicleimprove', 'mode_private_cars': nan, 'category': 'Vehicle improvements', 'mode_rail': nan, 'annex_type': 'Non-Annex I', 'mode_active_mobility': nan}
{'mode_taxis': nan, 'IkiSheet': 'mitigation', 'page_number': nan, 'mode_inland_shipping': nan, 'mode_coastal_shipping': nan, 'g20': 0, 'mode_cycling': nan, 'mode_road': nan, 'geo_not_defined': 'x', 'high_level_category': 'Low-carbon fuels and energy vectors', 'g7': 0, 'geo_inter-city': nan, 'mena': 0, 'mode_heavy_rail': nan, 'mode_walking': nan, 'mode_international_maritime': nan, 'mode_not_defined': 'x', 'mode_aviation': nan, 'geo_urban': nan, 'activity_type': 'E_Notdefined', 'a_s_i': 'Improve', 'mode_high-speed_rail': nan, 'mode_cars': nan, 'indicator': 'Use of renewable energy', 'mode_water': nan, 'mode_truck': nan, 'oecd': 'non-OECD', 'mode_two-/three-wheelers': nan, 'income_group': 'Low-income', 'mode_bus': nan, 'mode_transit_rail': nan, 'geo_rural': nan, 'region': 'Africa', 'parameter': 'I_RE', 'mode_private_cars': nan, 'category': 'Alternative fuels', 'mode_rail': nan, 'annex_type': 'Non-Annex I', 'mode_active_mobility': nan}
14 Liquefied Petroleum Gas 18 of 24 while light duty vehicles will increase 20% by 2030. Centers inKigali,Standardiz ed Route Optimization planning and implementation,Pl anning, rehabilitation and construction of intra-modal passenger terminals, Construction of 17 km BRT main corridor and modern interchanges which will results in GHG emissions reductions estimated
14 Liquefied Petroleum Gas18 of 24  while light duty vehicles will increase 20% by 2030. Centers inKigali,Standardiz ed Route Optimization planning and implementation,Pl anning, rehabilitation and construction of intra-modal passenger terminals, Construction of 17 km BRT main corridor and modern interchanges which will results in GHG emissions reductions estimated of dedicated “rush hour” high speed bus lanes, Improvement of traffic and pedestrian controls and street lighting using solar pannels Enforcing Fleet renewal and scrappage (heavy, medium, mini- bus), Setting emission standards (equivalent to Euro standards)19 of 24  for new vehicles, Use of higher fuel efficiencies and low carbon technologies for new vehicles, Standardized compliance and inspections for non-Rwandan registered n vehicles,Integratio with International Airport and convention/busine ss center.

Use of higher fuel efficiencies and low carbon technologies for new vehicles Construction of 17 km BRT main corridor and 6 modern interchanges (...) Construction of dedicated “rush hour” high speed bus lanes Enforcing Fleet renewal and scrappage (heavy, medium, minibus) Improvement of traffic and pedestrian controls Integration with International Airport and convention/business center Planning, rehabilitation and construction of intra-modal passenger terminals Setting emission standards (equivalent to Euro standards) for new vehicles Standardized Route Optimization planning and implementation Standardized compliance and inspections for non-Rwandan registered vehicles Use of higher fuel efficiencies and low carbon technologies for new vehicles street lighting using solar pannels