Datasets:

electricsheepafrica
/

utility-financial-performance-africa

country stringclasses 15 values	utility_name stringclasses 35 values	year int64 2.02k 2.03k	utility_id stringclasses 248 values	total_customers int64 500k 18.2M	customer_growth_pct float64 -1 22	residential_customers_pct float64 70 90	commercial_customers_pct float64 8 20	industrial_customers_pct float64 2 8	energy_sold_gwh float64 48.8k 6.16M	energy_purchased_gwh float64 61.5k 7.23M	energy_losses_gwh float64 9.27k 1.73M	technical_losses_pct float64 3 10	commercial_losses_pct float64 8 18	total_losses_pct float64 10.9 27.8	billed_revenue_usd_million float64 51.2 12.6k	collected_revenue_usd_million float64 33.1 12k	effective_revenue_usd_million float64 32.6 10.7k	uncollected_revenue_usd_million float64 -918.64 5.47k	collection_rate_pct float64 50 115	payment_efficiency_pct float64 42.8 114	credit_loss_rate_pct float64 -14.67 50	receivables_days float64 30 180	bad_debt_provision_pct float64 2 15	total_opex_usd_million float64 26.5 3.63k	opex_per_customer_usd float64 50 200	opex_per_kwh_sold_usd float64 0 0	personnel_costs_pct float64 30 55	fuel_costs_pct float64 20 50	maintenance_costs_pct float64 10 25	ebitda_usd_million float64 -1,949.48 8.75k	ebitda_margin_pct float64 -315.52 91.9	operating_margin_pct float64 -398.63 90.2	net_income_usd_million float64 -2,937.17 6.67k	net_margin_pct float64 -382.2 79.6	return_on_assets_pct float64 -106.4 25.6	total_assets_usd_million float64 116 78.5k	total_debt_usd_million float64 62.2 55.2k	total_equity_usd_million float64 29 54.9k	debt_to_equity_ratio float64 0.43 4	debt_to_assets_pct float64 30 80	interest_expense_usd_million float64 2.72 5.43k	interest_coverage_ratio float64 -23.22 21.6	debt_service_coverage_ratio float64 -9.06 6.5	capital_expenditure_usd_million float64 100 1.5k	capex_per_customer_usd float64 50 300	capex_funded_by_internal_cash_pct float64 10 50	capex_funded_by_debt_pct float64 30 70	capex_funded_by_equity_pct float64 10 30	average_tariff_usd_kwh float64 0.06 0.15	tariff_adequacy_ratio_pct float64 20 102	cost_reflection_tariff_usd_kwh float64 0.07 0.22	subsidy_dependence_pct float64 5 60	current_ratio float64 0.5 2	quick_ratio float64 0.3 1.5	working_capital_usd_million float64 -99.96 300	saifi float64 5.01 50	saidi_minutes float64 200 2k	grid_efficiency_pct float64 72.2 89.1	employee_count int64 1k 88.4k	productivity_kwh_per_employee float64 24 198	labor_cost_per_employee_usd float64 5k 25k	renewable_energy_capacity_mw float64 52 3.4k	renewable_share_pct float64 5 50	carbon_intensity_kgco2_mwh float64 200 800	regulatory_compliance_score float64 0.5 1	audit_findings_count int64 0 19	corporate_governance_score float64 0.4 0.9	esg_rating stringclasses 5 values	environmental_violations_count int64 0 9	community_investment_usd float64 0.5 10	financial_viability_index float64 0.3 1	sustainability_score float64 0.3 0.9	operational_efficiency_index float64 0.4 1
Tunisia	STEG	2,024	UTIL-TU-STE-2024	2,832,000	18.9	84.3	8.2	6.8	854,369	1,108,364	253,995	5.88	17.4	22.92	1,283.74	868.05	849.47	415.69	67.62	66.17	32.38	165	8.8	210.86	74.46	0.0002	34.9	25.4	22.7	638.61	75.18	70.21	349.91	41.19	8.78	3,983.87	2,545.14	1,438.73	1.77	63.89	227.34	2.81	1.33	864.69	100.86	22.1	69.1	15.5	0.0965	81.7	0.1358	20.9	0.72	1.23	81.45	17.95	581	77.08	5,720	154	15,461	436	46.1	400	0.895	5	0.853	B	2	9.79	0.926	0.64	0.835
Morocco	ONEE	2,019	UTIL-MO-ONE-2019	4,635,000	2.9	83.9	19.9	3.4	771,247	978,622	207,375	5.97	15.28	21.19	1,160.28	972.31	882.34	187.96	83.8	76.05	16.2	144	8.2	721.56	155.68	0.0009	40.5	38	11.8	160.78	18.22	1.87	-115.2	-13.06	-1.8	6,403.74	2,788.25	3,615.49	0.77	43.54	157.59	1.02	0.4	483.53	202.61	19	31.9	10.8	0.0988	79.4	0.1357	51.7	1.52	0.36	180.45	29.61	1,931	78.81	17,234	47	21,658	962	26.1	630	0.591	14	0.626	C	8	6.14	0.932	0.819	0.564
Uganda	Umeme	2,018	UTIL-UG-UME-2018	1,200,000	-0.8	82.1	17.9	4.5	194,619	232,577	37,958	3.69	12.63	16.32	197.87	166.05	162.22	31.82	83.92	81.98	16.08	123	12.9	87.92	73.27	0.0005	50.6	29.4	18.5	74.29	45.8	34.96	36.99	22.8	3.5	1,057.73	489.67	568.06	0.86	46.29	26.78	2.77	1.29	267.8	99.94	13.4	38.9	29.2	0.0709	85	0.1013	51.6	1.88	0.53	132.21	21.94	547	83.68	4,978	89	17,767	1,431	45.1	313	0.996	12	0.646	C	3	9.41	0.482	0.816	0.497
Tunisia	STEG Distribution	2,020	UTIL-TU-STE-2020	2,544,000	6.4	78.9	8.1	3.1	596,602	740,534	143,932	3.25	16.31	19.44	799.11	781.88	708.39	17.23	97.84	88.65	2.16	98	12.6	172.71	67.89	0.0003	31.1	40.9	10.3	535.69	75.62	70.74	370.95	52.37	9.9	3,746.72	1,315.83	2,430.9	0.54	35.12	121.92	4.39	2.22	498.12	244.86	16.2	64	25.2	0.0899	92.2	0.1186	17.1	1.61	0.94	-91.31	13.14	631	80.56	6,244	136	8,339	1,116	33.4	704	0.938	12	0.634	D	1	2.36	0.749	0.602	0.437
Kenya	Nairobi Disco	2,025	UTIL-KE-NAI-2025	7,865,000	21.4	70.9	15.3	6.5	1,521,370	1,767,645	246,274	5.04	9.31	13.93	2,822.92	2,447.92	2,207.66	375	86.72	78.2	13.28	31	10.1	619.8	78.8	0.0004	45.7	22.6	20.9	1,587.87	71.93	66.31	438.24	19.85	2.62	16,742.47	12,297.55	4,444.92	2.77	73.45	1,045.31	1.52	0.7	723.31	116.66	14.3	61.5	23.5	0.1331	90	0.1704	20.2	1.53	0.73	174.78	11.08	829	86.07	17,366	63	9,080	1,367	22.8	277	0.731	13	0.527	C	9	4.69	0.48	0.33	0.886
Kenya	KPLC	2,018	UTIL-KE-KPL-2018	6,500,000	0.6	76.3	13.7	6.8	1,707,812	2,088,871	381,060	8.55	9.69	18.24	2,023.43	1,526.62	1,395.69	496.81	75.45	68.98	24.55	120	8	448.34	68.98	0.0003	37	21.7	21.1	947.34	67.88	61.45	788.79	56.52	16.25	4,855.08	2,346.29	2,508.79	0.94	48.33	113.07	8.38	2.84	482	121.49	43	30.6	10.8	0.0807	81.5	0.1011	25.6	1	0.64	173.39	10.4	1,771	81.76	13,049	142	9,344	1,522	43	269	0.806	4	0.468	D	6	2.12	0.376	0.516	0.592
Zambia	Lusaka Disco	2,022	UTIL-ZA-LUS-2022	1,344,000	12	72.3	11.8	7.1	230,840	280,297	49,457	9.02	8.86	17.64	444.78	264.49	253.37	180.29	59.47	56.97	40.53	157	5.3	129.12	96.07	0.0006	52.1	37.7	18.3	124.25	49.04	38.85	75.39	29.76	5.59	1,348.22	495.52	852.7	0.58	36.75	25.3	4.91	2.31	980.19	153.93	29.1	69.1	19.1	0.1322	53.4	0.1713	16.8	1.31	1.33	-79.66	13.62	1,541	82.36	5,270	55	16,787	1,421	6.4	275	0.886	10	0.622	E	2	3.02	0.775	0.705	0.824
Rwanda	Rwanda Energy Group	2,019	UTIL-RW-RWA-2019	515,000	2.1	89.4	16	7	80,517	100,807	20,290	9.71	10.48	20.13	116.91	72.28	71.28	44.63	61.82	60.97	38.18	154	7.8	28.6	55.54	0.0004	45.1	26.7	13.6	42.67	59.87	51.84	19.88	27.89	4.35	457.42	189	268.42	0.7	41.32	14.52	2.94	2.06	1,322.6	148.62	22.4	49.2	12.3	0.0966	65.8	0.1339	31.1	1.69	0.54	195.22	42.1	1,499	79.87	1,208	88	5,952	1,051	31	421	0.719	9	0.869	E	0	9.93	0.918	0.395	0.679
Rwanda	Rwanda Energy Group	2,019	UTIL-RW-RWA-2019	515,000	2.1	74.7	19.3	2.1	97,606	117,371	19,765	3.13	13.77	16.84	156.1	147.07	133.81	9.03	94.22	85.72	5.78	178	3.7	60.48	117.44	0.0006	36.9	31	22.4	73.33	54.8	45.76	15.54	11.62	2.25	690.89	390.1	300.8	1.3	56.46	44.54	1.65	1.42	1,180.42	118.45	44.5	47.8	11.3	0.1108	64.1	0.124	27.7	1.32	0.51	-77.8	45.77	1,394	83.16	1,580	97	11,805	1,693	31.5	379	0.876	6	0.601	B	6	6.08	0.668	0.769	0.483
Uganda	UEB	2,025	UTIL-UG-UEB-2025	1,452,000	21.6	81.9	12.3	6.3	197,353	236,914	39,561	3.22	13.9	16.7	289.48	290.48	262.47	-1	100.35	90.67	-0.35	177	8.1	167.58	115.42	0.0008	31.5	44.4	19.7	94.88	36.15	23.38	2.13	0.81	0.22	972.45	510.42	462.03	1.1	52.49	55.51	1.71	1.2	522.32	180.2	35.1	66.1	16.1	0.1018	50.2	0.1157	7.5	0.8	0.8	-3.11	41.85	543	83.3	4,790	76	21,218	1,219	37.2	341	0.976	1	0.884	B	4	0.62	0.933	0.308	0.484
Kenya	Nairobi Disco	2,025	UTIL-KE-NAI-2025	7,865,000	22	83.2	8.4	3.4	1,134,891	1,514,121	379,230	8.66	16.8	25.05	2,492.53	2,820.13	2,697.15	-327.6	113.14	108.21	-13.14	52	9.6	727.44	92.49	0.0006	41.9	48	15.9	1,969.72	73.03	67.64	1,601.9	59.39	16.43	9,751.7	3,795.09	5,956.61	0.64	38.92	170.78	11.53	3.58	133.36	252.65	35.4	37.6	28.1	0.1372	75.4	0.1843	55.6	0.58	1.31	291.2	17.47	1,174	74.95	24,046	42	15,087	3,054	12.1	329	0.773	18	0.422	A	2	4.8	0.837	0.469	0.497
Rwanda	EUCL	2,024	UTIL-RW-EUC-2024	590,000	17.9	84.1	10.2	3.9	84,701	108,154	23,453	6.49	15.55	21.69	167.84	134.81	123.16	33.03	80.32	73.38	19.68	101	10.2	98.55	167.04	0.0012	47.2	22.4	11.7	24.61	19.98	3.98	-22.95	-18.63	-3.88	590.7	241.37	349.33	0.69	40.86	27.52	0.89	1.37	1,270.94	80.18	21.5	37.6	22	0.1293	57.3	0.1712	9.7	0.54	0.56	93.21	34.94	1,611	78.31	1,954	59	17,261	3,037	5.2	397	0.863	17	0.855	E	8	4.03	0.322	0.301	0.493
Ethiopia	EEPCo	2,024	UTIL-ET-EEP-2024	4,130,000	18.6	77.6	10.6	2.9	820,238	981,757	161,519	7.85	8.97	16.45	891.25	786.34	772.63	104.91	88.23	86.69	11.77	170	5.7	500.14	121.1	0.0006	49.4	44.7	24	272.49	35.27	22.32	-79.05	-10.23	-1.59	4,971.22	3,482.92	1,488.3	2.34	70.06	229.36	1.19	0.52	352.8	74.81	12.8	59	26	0.0757	88	0.087	28.5	0.55	0.69	68.98	20.3	1,757	83.55	8,308	77	11,945	2,770	6.4	675	0.545	0	0.512	E	8	2.19	0.608	0.531	0.511
Mozambique	EDM	2,025	UTIL-MO-EDM-2025	726,000	21.8	73.2	17.1	4.4	68,645	88,433	19,788	9.76	13.03	22.38	128.58	100.15	96.28	28.43	77.89	74.88	22.11	86	11.6	68.96	94.99	0.001	43.7	47.9	11.2	27.32	28.38	14.05	-12.92	-13.42	-1.95	663.77	310.71	353.06	0.88	46.81	30.56	0.89	0.45	356.76	228.66	28.1	58.7	29.1	0.1212	71.4	0.1676	11.8	1.71	0.54	282.48	45.4	1,578	77.62	2,680	57	18,914	2,115	10.4	652	0.922	12	0.694	C	2	1.59	0.81	0.356	0.823
Zambia	Lusaka Disco	2,024	UTIL-ZA-LUS-2024	1,416,000	17.4	79.6	19.3	3.6	308,500	379,403	70,904	9.01	10.03	18.69	480.48	409.8	360.74	70.68	85.29	75.08	14.71	78	7.9	98.57	69.61	0.0003	47.1	45.8	11.6	262.17	72.68	67.21	143.85	39.88	6.4	2,248.51	1,462.21	786.3	1.86	65.03	107.73	2.43	1.17	1,457.37	233.59	22.4	35	13.1	0.1055	52.9	0.1301	55.9	0.55	1.2	-18.26	18.9	805	81.31	6,032	97	23,387	2,943	31.3	633	0.802	0	0.573	A	2	9.55	0.35	0.513	0.422
Mozambique	EDM	2,024	UTIL-MO-EDM-2024	708,000	17.2	78.9	11.3	2.5	75,279	90,683	15,404	5.41	11.94	16.99	66.7	45.91	45.82	20.8	68.82	68.69	31.18	51	12.4	45.72	64.57	0.0006	51.8	31	21.5	0.1	0.22	-19.73	-23.66	-51.63	-13.66	173.16	131.79	41.37	3.19	76.11	14.45	0.01	1.58	1,274.1	66.24	21	58.4	16.9	0.0613	74.2	0.0897	5.2	1.93	0.93	283.76	30.11	1,193	83.01	1,658	53	9,143	2,548	20.1	648	0.593	11	0.754	B	5	2.24	0.688	0.361	0.633
Uganda	Umeme	2,022	UTIL-UG-UME-2022	1,344,000	12	76.5	11.1	2.9	373,334	438,390	65,056	3.12	11.96	14.84	739.84	437.74	404.23	302.09	59.17	54.64	40.83	146	11.6	224.38	166.95	0.0006	51.4	26.8	18.3	179.85	44.49	33.39	103.5	25.6	7.38	1,402.56	574.85	827.71	0.69	40.99	37.72	4.77	2.24	759.14	192.52	26.3	33.3	27.2	0.1406	77.3	0.171	10.7	1.62	0.79	23.88	31.09	958	85.16	3,504	161	8,492	2,726	35.5	375	0.955	4	0.744	A	0	9.77	0.923	0.796	0.894
Zambia	ZESCO	2,021	UTIL-ZA-ZES-2021	1,308,000	9.9	73.3	9.5	6.1	335,105	400,589	65,485	8.38	8.14	16.35	584.75	376.42	348.44	208.32	64.37	59.59	35.63	104	7	164.85	126.03	0.0005	44.8	20.7	16.3	183.59	52.69	43.23	22.75	6.53	0.96	2,371.05	1,259.63	1,111.41	1.13	53.13	128.81	1.43	0.92	1,100.51	162.33	30.3	69.8	27.5	0.1216	60.1	0.1679	40	0.7	1.4	-28.73	16.95	619	83.65	3,133	66	5,969	815	30.7	435	0.514	2	0.452	D	1	0.99	0.507	0.322	0.447
Senegal	SENELEC	2,022	UTIL-SE-SEN-2022	1,008,000	11.8	89.1	14.1	4.8	232,999	289,652	56,653	7.29	12.51	19.56	509.37	462.95	448.85	46.42	90.89	88.12	9.11	166	14.2	70.13	69.57	0.0003	34.7	27.2	16.8	378.72	84.38	81.25	305.41	68.04	13.14	2,325.08	1,072.7	1,252.38	0.86	46.14	64.97	5.83	2.3	135.53	259.28	38.7	49.8	21.8	0.1465	50.7	0.1944	19.2	1.88	0.56	37.49	37.14	654	80.44	2,183	81	21,625	2,656	13.1	489	0.571	11	0.463	E	0	7.47	0.493	0.53	0.651
Rwanda	Rwanda Energy Group	2,023	UTIL-RW-RWA-2023	575,000	14.1	87.5	13.3	2.3	143,566	172,824	29,259	8.58	8.65	16.93	284.12	187.85	165.53	96.27	66.12	58.26	33.88	48	4.2	63.26	110.01	0.0004	44.3	37.2	15.8	102.27	61.78	54.14	42	25.38	4.72	890.22	471.4	418.82	1.13	52.95	49.06	2.08	1.12	124.28	276.82	27.5	53.2	23.9	0.137	65	0.168	35.3	1.72	1.44	37.16	27.59	1,168	83.07	1,414	131	10,826	2,265	23.8	294	0.719	7	0.773	A	5	4.94	0.316	0.801	0.707
Kenya	KenGen	2,018	UTIL-KE-KEN-2018	6,500,000	-0.2	70.3	9.4	6.3	1,944,578	2,231,064	286,486	4.5	8.34	12.84	2,518.46	1,288.45	1,267.97	1,230.01	51.16	50.35	48.84	127	6.4	666.73	102.57	0.0003	31.9	45.4	20	601.25	47.42	36.9	272.43	21.49	3.27	8,320.11	3,563.09	4,757.02	0.75	42.83	217.12	2.77	1.05	386.01	231.7	18.1	40	12.2	0.0941	57.5	0.1289	49.4	1.46	0.47	245.48	15.47	1,960	87.16	14,304	74	18,644	70	18.3	562	0.912	16	0.572	A	7	3.28	0.931	0.41	0.516
Senegal	SENELEC	2,024	UTIL-SE-SEN-2024	1,062,000	17.5	81.8	9.2	2.8	193,451	252,177	58,726	8.45	15.2	23.29	451.96	426.11	415.75	25.85	94.28	91.99	5.72	78	2	210.32	198.04	0.0011	53.9	44.5	14.7	205.43	49.41	39.29	113.01	27.18	6.98	1,619.68	1,160.67	459.01	2.53	71.66	50.2	4.09	1.51	857.9	68.94	25.9	44.7	23.4	0.1494	94.3	0.1988	36.2	0.64	0.32	29.13	5.9	881	76.71	3,687	81	8,454	1,133	7.1	219	0.849	14	0.535	C	1	3.72	0.935	0.418	0.64
Egypt	EEHC	2,019	UTIL-EG-EEH-2019	15,450,000	2.4	87.3	14.8	2.4	2,597,081	2,991,884	394,803	3.75	9.5	13.2	4,771.37	3,281.63	3,177.11	1,489.75	68.78	66.59	31.22	39	12	2,455.77	158.95	0.0009	53	42.3	12.3	721.34	22.7	7.25	-572.5	-18.02	-4.95	11,557.17	7,693.2	3,863.97	1.99	66.57	921.37	0.78	0.45	1,307.9	271.68	38.7	52.4	11	0.1329	89.6	0.1967	35.3	1.07	0.76	6.34	37.03	873	86.8	64,463	59	17,524	1,743	23.3	476	0.795	3	0.524	D	6	2.91	0.762	0.787	0.603
Kenya	Nairobi Disco	2,019	UTIL-KE-NAI-2019	6,695,000	2.6	83.7	13.1	5.9	750,465	923,830	173,365	8.66	10.17	18.77	1,280.45	927.4	845.35	353.05	72.43	66.02	27.57	82	14.1	859.18	128.33	0.0011	53.4	26.4	18.8	-13.83	-1.64	-21.96	-318.65	-37.69	-9.37	3,399.65	2,510.9	888.75	2.83	73.86	126.3	-0.11	0.05	244.37	149.88	47.1	56.1	21.3	0.1155	81.9	0.1419	46.5	0.86	0.86	273.33	14.49	1,584	81.23	24,221	56	14,130	752	9.5	581	0.724	19	0.4	E	1	3.12	0.606	0.377	0.653
South Africa	City Power	2,023	UTIL-SO-CIT-2023	13,799,999	15.5	74.9	13.9	3.1	2,754,422	3,494,597	740,175	6	15.48	21.18	5,577.03	4,717.9	4,121.88	859.13	84.6	73.91	15.4	49	7	1,106.21	80.16	0.0004	48.1	37.7	14.6	3,015.67	73.16	67.79	1,711.42	41.52	6.95	24,637.26	15,270.07	9,367.19	1.63	61.98	1,163.38	2.59	1.14	1,374.95	185.15	33.6	50	21	0.133	63.9	0.1579	46.1	1.27	1.49	100.81	8.45	1,102	78.82	30,604	124	12,985	2,302	48.2	740	0.944	15	0.75	C	7	6.06	0.74	0.662	0.886
Nigeria	Port Harcourt Disco	2,021	UTIL-NI-POR-2021	8,720,000	8.1	73	9.8	5	2,497,648	3,258,684	761,036	7.14	16.39	23.35	5,758.63	3,760.29	3,552.01	1,998.35	65.3	61.68	34.7	110	8.8	794.19	91.08	0.0003	49.2	45.4	18.2	2,757.82	77.64	73.17	1,961.3	55.22	17.23	11,386.02	8,396.85	2,989.17	2.81	73.75	615.51	4.48	1.92	1,317.13	58.87	37.5	60.9	27	0.1473	53.7	0.1983	33.9	1.3	1.49	208.85	48.49	856	76.65	34,948	107	23,334	2,071	43	309	0.731	4	0.741	B	9	1.89	0.33	0.665	0.795
Uganda	UEB	2,020	UTIL-UG-UEB-2020	1,272,000	6.3	70.5	19.9	7.8	361,281	454,885	93,604	5.65	15.04	20.58	369.09	303.57	300.45	65.53	82.25	81.4	17.75	91	6	192.46	151.3	0.0005	45.3	20.7	17.4	107.99	35.94	23.13	17.88	5.95	1.39	1,284.73	480.3	804.43	0.6	37.39	42.62	2.53	1.49	1,287.16	253.56	33.6	35.8	15.8	0.0676	56.3	0.0769	23.9	0.71	0.69	-47.22	25.55	1,415	79.42	3,082	171	20,502	576	33.5	708	0.676	6	0.664	E	0	6.35	0.407	0.797	0.725
Uganda	UEB	2,023	UTIL-UG-UEB-2023	1,380,000	16	80.2	9	4.4	140,293	181,367	41,074	7.25	15.7	22.65	145.62	94.32	81.79	51.3	64.77	56.17	35.23	177	5.1	252.16	182.73	0.0018	34.7	46.7	23.3	-170.37	-208.3	-269.95	-210.96	-257.92	-45.95	459.12	208.92	250.2	0.84	45.5	13.14	-12.96	-4.48	1,444.6	227.63	34.4	56.7	11.2	0.0669	94.5	0.082	29.1	1.3	0.61	-33.43	42.88	1,547	77.35	2,897	37	24,318	2,326	39.4	635	0.544	7	0.822	A	2	4.66	0.69	0.876	0.401
Egypt	EEHC	2,025	UTIL-EG-EEH-2025	18,150,000	21.9	87	11.6	7.4	5,511,945	6,497,666	985,721	7.07	8.52	15.17	6,390.78	6,482.75	6,146.12	-91.97	101.44	96.17	-1.44	123	8.9	3,490.85	192.33	0.0006	44.8	49.3	17.7	2,655.28	43.2	31.84	894.59	14.56	2	44,736.29	27,472.53	17,263.76	1.59	61.41	1,314.83	2.02	0.65	757.52	90	44.8	64.5	10.3	0.082	81.7	0.0992	57.7	0.77	0.5	220.71	48.72	867	84.83	41,533	80	14,789	2,620	33.5	577	0.926	10	0.426	B	1	7.37	0.537	0.313	0.592
Senegal	SENELEC Dakar	2,019	UTIL-SE-SEN-2019	927,000	3	87.7	18.9	2.4	139,481	172,633	33,152	9.81	9.45	19.2	181.94	170.07	146.34	11.87	93.48	80.43	6.52	165	12.7	161.98	174.74	0.0012	45.3	31.9	21.9	-15.65	-10.69	-32.83	-96.8	-66.15	-20.72	467.2	363.25	103.95	3.49	77.75	42.57	-0.37	-0.06	1,199.69	73.96	11.9	57.5	25.7	0.0878	89.9	0.1071	54.2	0.57	1.13	209.87	22.32	943	80.8	2,572	41	22,678	361	39.6	704	0.808	15	0.897	C	6	9.2	0.83	0.812	0.652
Uganda	Umeme	2,019	UTIL-UG-UME-2019	1,236,000	2.8	76	9.8	7.6	136,424	163,327	26,903	7.55	8.99	16.47	241.7	155.28	153.92	86.41	64.25	63.68	35.75	146	13	204.13	165.16	0.0015	42.8	30	21.1	-50.21	-32.62	-59.15	-132.29	-85.95	-17.02	777.13	283.39	493.74	0.57	36.47	23.49	-2.14	-0.08	1,107.24	141.25	25.8	60.5	28.9	0.1233	90.7	0.1532	32.5	0.59	0.61	263.15	9.58	1,036	83.53	5,204	49	19,566	670	45.4	493	0.856	7	0.557	D	5	4.44	0.662	0.507	0.893
Ethiopia	EIB	2,022	UTIL-ET-EIB-2022	3,920,000	11.1	84.9	17.8	7.2	1,207,125	1,551,176	344,051	8.1	14.32	22.18	1,487.85	846.86	812.49	640.99	56.92	54.61	43.08	108	10.3	317.72	81.05	0.0003	49.1	49.8	16.2	494.77	60.9	53.07	281.17	34.61	5.94	4,732.67	2,675.98	2,056.69	1.3	56.54	176.06	2.81	1.23	416.49	176.29	24.2	47.7	17.8	0.0799	45.5	0.1112	42.8	0.63	0.72	295.43	48.94	1,990	77.82	11,045	133	22,661	1,964	25.3	428	0.919	2	0.526	D	8	9.53	0.347	0.531	0.984
Rwanda	Rwanda Energy Group	2,019	UTIL-RW-RWA-2019	515,000	2.5	72.6	9	6.9	74,619	94,364	19,745	9.8	11.18	20.92	157.29	89.34	85.83	67.95	56.8	54.57	43.2	64	5.3	99.13	192.48	0.0013	30.3	42.2	10.7	-13.3	-15.49	-38.59	-40.75	-47.48	-10.4	391.83	137.28	254.55	0.54	35.04	9.79	-1.36	0.37	1,033.16	146.38	29.1	46.3	28.9	0.1389	77.6	0.1842	49.2	1.12	0.3	231.28	6.62	200	79.08	1,348	92	23,051	1,520	12	792	0.94	18	0.779	B	7	5.25	0.876	0.596	0.428
Tanzania	TANESCO	2,021	UTIL-TA-TAN-2021	1,962,000	9.7	74.6	16.8	2.4	344,894	446,965	102,071	8.63	14.39	22.84	634.3	439.86	425.37	194.44	69.35	67.06	30.65	157	5.8	337.62	172.08	0.001	32.9	44	19.5	87.75	20.63	4.76	-92.39	-21.72	-3.82	2,416.8	1,010.81	1,405.99	0.72	41.82	89.95	0.98	0.49	1,362.2	268.12	33.2	49.1	13	0.1183	46.2	0.1551	14.3	1.06	1.38	-37.1	8.52	322	77.16	7,927	91	17,087	1,926	31.4	612	0.704	10	0.746	B	0	3.67	0.316	0.83	0.617
Zambia	Lusaka Disco	2,018	UTIL-ZA-LUS-2018	1,200,000	-0	85.5	19.4	6.5	333,230	422,594	89,364	7.11	14.04	21.15	548.8	519.09	464.37	29.71	94.59	84.61	5.41	76	3	230.84	192.36	0.0007	49.1	35.5	18.6	233.53	50.29	40.35	-18.61	-4.01	-0.65	2,865.5	1,739.73	1,125.77	1.55	60.71	192.98	1.21	0.74	1,457.72	133.69	40	48.3	29.6	0.1082	59.8	0.1583	33.6	1.44	1.2	187.05	35.64	1,502	78.85	3,534	97	10,801	1,763	34.9	459	0.95	5	0.518	B	5	1.76	0.785	0.697	0.967
Ghana	GEC	2,023	UTIL-GH-GEC-2023	3,219,999	14.6	86.6	11.1	5.6	468,575	608,132	139,558	5.68	17.57	22.95	549.02	563.98	538.23	-14.97	102.73	98.03	-2.73	167	12.7	471.01	146.28	0.001	36.5	21.2	10.6	67.21	12.49	-5.02	-45.64	-8.48	-2.78	1,642.08	704.74	937.34	0.75	42.92	62.92	1.07	0.74	255.37	142.39	48.2	50.4	16.7	0.0752	75.4	0.0864	31.1	1.05	1.22	-65.53	23.34	1,640	77.05	9,666	82	8,343	2,219	28.2	760	0.76	11	0.722	A	8	5.07	0.881	0.641	0.665
Tanzania	TANESCO Rural	2,021	UTIL-TA-TAN-2021	1,962,000	9.2	74.8	10.3	4	443,648	580,954	137,306	7.11	16.7	23.63	793.84	499.57	449.53	294.27	62.93	56.63	37.07	127	3.3	173.77	88.57	0.0004	30.2	44.2	18.3	275.76	61.34	53.61	182.32	40.56	12.49	1,460.18	717.31	742.86	0.97	49.13	65.1	4.24	2.13	763.9	292.56	13.1	42	23.2	0.1139	44	0.1308	8.3	1.18	0.63	211.97	46.35	326	76.37	5,350	97	23,164	1,278	40.9	285	0.525	8	0.473	C	2	7.1	0.879	0.547	0.885
Tanzania	TANESCO Rural	2,024	UTIL-TA-TAN-2024	2,124,000	18.1	86.2	11.9	2.6	461,114	583,259	122,145	9.27	12.03	20.94	981.95	978.89	947.39	3.06	99.69	96.48	0.31	54	14.3	408.03	192.11	0.0009	30.5	49	16.2	539.35	56.93	48.32	211.45	22.32	2.95	7,162.51	2,898.42	4,264.08	0.68	40.47	235.73	2.29	1.04	1,252.8	186.5	28.2	53.3	28.7	0.1403	84.6	0.2032	32	0.81	0.58	263.83	30.02	1,653	79.06	4,251	56	11,937	424	33.2	795	0.564	13	0.54	E	2	7.3	0.882	0.328	0.454
South Africa	Municipalities	2,024	UTIL-SO-MUN-2024	14,160,000	18.2	80.8	8.2	5.4	4,379,420	5,367,817	988,397	4.92	13.86	18.41	7,644.55	5,323.21	5,193.74	2,321.33	69.63	67.94	30.37	149	9.6	1,438.9	101.62	0.0003	47.9	49.8	24.2	3,754.84	72.3	66.75	2,718.39	52.34	8.84	30,758.2	20,280.5	10,477.7	1.94	65.94	823.73	4.56	1.33	386.62	221.25	33.1	59.9	16.5	0.1187	65	0.1765	23.3	1.5	0.51	244.73	7.7	1,698	81.59	31,222	153	20,270	2,878	46.4	253	0.517	16	0.447	A	3	2.14	0.563	0.83	0.724
Kenya	KPLC	2,018	UTIL-KE-KPL-2018	6,500,000	0.9	76.2	19.5	6.6	1,495,515	1,775,343	279,828	3.84	11.92	15.76	2,536.33	1,879.77	1,760.42	656.56	74.11	69.41	25.89	150	8.6	555.72	85.49	0.0004	48.7	28.4	17.2	1,204.7	68.43	62.12	450.51	25.59	4.63	9,730.52	6,753.73	2,976.79	2.27	69.41	630.04	1.91	0.93	1,478.53	88.41	46.3	52.4	24.8	0.1191	44.5	0.178	48.4	1.3	0.61	176.4	40.5	1,525	84.24	17,324	98	17,860	1,406	40.5	227	0.68	2	0.806	E	5	3.45	0.811	0.634	0.893
Ethiopia	EEPCo	2,018	UTIL-ET-EEP-2018	3,500,000	0.1	88.9	11.3	3.1	1,098,082	1,334,368	236,286	5.47	12.24	17.71	1,476.63	1,015.81	888.91	460.82	68.79	60.2	31.21	136	7.6	609.71	174.2	0.0006	50.1	47.1	11.1	279.2	31.41	17.69	-188.13	-21.16	-2.79	6,752.45	5,189.79	1,562.66	3.32	76.86	324.4	0.86	0.37	1,447.62	70.01	21	47.3	14.8	0.0922	89.4	0.1289	18.5	1.17	0.78	-18.68	17.65	1,729	82.29	10,232	101	12,687	679	32	793	0.724	17	0.66	E	9	1.7	0.761	0.658	0.643
Senegal	SENELEC Dakar	2,018	UTIL-SE-SEN-2018	900,000	-0.5	85.1	12.8	4.4	254,799	331,161	76,362	8.72	14.34	23.06	270.16	138.98	132.64	131.18	51.44	49.1	48.56	126	10.6	83.52	92.8	0.0003	52.5	25.6	18.6	49.12	37.03	24.44	16.04	12.09	2.67	600.1	203.13	396.97	0.51	33.85	17.33	2.83	1.78	576.85	168.7	27.6	52.9	13.9	0.068	77.6	0.0837	28.4	0.58	0.93	252.78	48.69	829	76.94	2,838	140	15,174	377	35.2	640	0.539	8	0.635	D	7	7.5	0.8	0.464	0.736
Tunisia	STEG	2,022	UTIL-TU-STE-2022	2,688,000	11.1	89.2	18.4	6	347,353	418,421	71,068	8.37	8.85	16.98	537.71	492.22	427.27	45.49	91.54	79.46	8.46	77	9.3	501.52	186.58	0.0014	44.2	47.5	23.6	-74.25	-17.38	-40.85	-319.53	-74.79	-21.14	1,511.83	921.55	590.28	1.56	60.96	104.46	-0.71	-0.23	172.66	163.43	33.2	60.8	16.8	0.1071	90.7	0.1401	23.1	1.11	0.62	-77.26	46.63	724	83.02	11,929	74	10,492	1,590	18.9	528	0.528	9	0.404	A	9	6.55	0.958	0.879	0.695
Algeria	SDA	2,018	UTIL-AL-SDA-2018	8,000,000	-0.3	87.5	11.2	4.6	1,093,637	1,418,663	325,026	5.82	17.09	22.91	1,915.66	1,026.09	1,023.51	889.57	53.56	53.43	46.44	30	8.2	1,181.71	147.71	0.0011	53.8	38.1	20.7	-158.2	-15.46	-38.55	-679.66	-66.41	-19.87	3,420.46	1,692.82	1,727.64	0.98	49.49	201.89	-0.78	-0.34	584.73	177.5	12.2	69.7	14.3	0.1125	86.2	0.1325	17.3	1.61	1.5	126.29	31.72	894	77.09	21,348	60	16,244	1,290	10.2	235	0.952	0	0.797	A	5	1.29	0.393	0.445	0.967
Uganda	Umeme	2,018	UTIL-UG-UME-2018	1,200,000	0.1	71.7	16.3	6.4	177,576	224,820	47,244	5.12	15.9	21.01	218.55	190.33	164.18	28.22	87.09	75.12	12.91	68	3.5	156.43	130.36	0.0009	51.5	45.3	19	7.74	4.72	-14.34	-31.67	-19.29	-5.97	530.32	179.05	351.27	0.51	33.76	11.33	0.68	0.57	414.79	91.23	47	68.6	25.8	0.081	49.6	0.1116	42	1.56	0.49	-40.7	6.97	1,538	78.99	4,681	64	19,557	989	8.7	266	0.904	0	0.653	D	8	8.21	0.749	0.367	0.408
Ghana	VRA	2,024	UTIL-GH-VRA-2024	3,304,000	17.6	72.6	13.4	6	434,455	540,001	105,546	6.14	13.77	19.55	966.95	839.11	750.22	127.84	86.78	77.59	13.22	141	8.8	366.56	110.94	0.0008	47.4	43.9	21.4	383.66	51.14	41.37	101.12	13.48	1.71	5,912.19	2,228.12	3,684.06	0.6	37.69	210.68	1.82	0.91	779.55	172.22	47.7	35.1	28.6	0.1492	44.6	0.221	39.9	0.59	0.38	276.8	12.96	538	80.45	9,499	60	9,775	2,406	23.7	790	0.617	1	0.599	B	0	7.45	0.934	0.597	0.613
Algeria	SDA	2,019	UTIL-AL-SDA-2019	8,240,000	3.6	82.1	9.3	2.6	2,671,191	3,263,072	591,881	7.39	10.81	18.14	2,664.99	1,727.97	1,676.31	937.02	64.84	62.9	35.16	154	4.9	1,329.81	161.38	0.0005	35.6	22.2	23.8	346.5	20.67	4.8	-31.17	-1.86	-0.38	8,196.77	5,189.92	3,006.85	1.73	63.32	236.64	1.46	0.51	330.88	69.87	18.6	53.5	15.9	0.0681	46	0.0852	51.6	0.92	0.45	79.86	29.38	1,805	81.86	18,981	111	23,824	1,025	37.3	707	0.706	9	0.764	B	3	9.19	0.572	0.775	0.84
Senegal	SENELEC	2,021	UTIL-SE-SEN-2021	981,000	8.3	88.5	15.8	7.4	206,143	275,775	69,632	7.58	17.85	25.25	335.3	206.14	204.96	129.16	61.48	61.13	38.52	89	5.6	78.72	80.24	0.0004	47.3	23.8	21.6	126.24	61.59	53.91	72.62	35.43	6.18	1,174.81	481.23	693.57	0.69	40.96	38.74	3.26	1.6	1,289.27	174.33	38.8	49.8	21.3	0.1013	93	0.1435	39.5	1.16	1.36	211.64	41.89	1,062	74.75	4,186	78	8,347	1,584	12	208	0.772	11	0.733	D	0	5.3	0.924	0.868	0.926
Morocco	Lydec	2,020	UTIL-MO-LYD-2020	4,770,000	6.7	81	19.5	6.9	1,141,277	1,405,585	264,308	5.36	13.57	18.8	1,417.05	813.54	716.68	603.51	57.41	50.58	42.59	41	14.6	705.51	147.9	0.0006	51.4	28.6	11.2	11.18	1.56	-18.13	-334.09	-46.62	-10.07	3,317.23	2,531.19	786.04	3.22	76.3	242.63	0.05	0.08	401.4	61.7	28.5	58.4	10.9	0.084	48.5	0.1224	58.5	0.75	0.6	-44.66	17.91	847	81.2	10,923	107	20,631	487	48.8	542	0.519	4	0.491	D	1	3.85	0.48	0.316	0.453
Tunisia	STEG Distribution	2,021	UTIL-TU-STE-2021	2,616,000	9.1	79.9	9.1	3.1	625,087	800,265	175,178	7.21	14.86	21.89	790.46	456.4	449.81	334.06	57.74	56.91	42.26	155	8.9	519.8	198.7	0.0008	39.1	28.8	18.2	-69.99	-15.56	-38.67	-319.66	-71.07	-12.43	2,571.61	1,838.1	733.5	2.51	71.48	184.83	-0.38	-0.09	189.71	242.23	38	33.7	21.1	0.0823	45.4	0.112	45.3	0.68	1.04	-28.68	35.33	1,944	78.11	10,117	102	15,025	582	45.1	255	0.507	2	0.837	E	5	1.04	0.465	0.322	0.728
Tanzania	TANESCO Rural	2,022	UTIL-TA-TAN-2022	2,016,000	11.6	83.8	16.4	6.7	264,077	328,977	64,900	8.29	11.68	19.73	424.47	327.78	301.94	96.69	77.22	71.13	22.78	108	13.3	379.49	188.24	0.0014	44.8	40.1	24.8	-77.55	-25.68	-50.82	-152.45	-50.49	-13.92	1,095.16	430.26	664.9	0.65	39.29	19.05	-4.07	-1.23	1,017.72	183.7	16.2	35.5	15.7	0.1075	97.2	0.1312	31.9	1.79	0.42	-97.26	8.95	1,246	80.27	5,480	67	11,500	2,611	33.7	561	0.66	3	0.701	A	3	3.13	0.925	0.883	0.782
Nigeria	NEPA	2,018	UTIL-NI-NEP-2018	8,000,000	0.4	88.1	13	5.6	2,260,382	2,891,013	630,631	4.31	17.5	21.81	2,499.89	1,697.4	1,496.74	802.49	67.9	59.87	32.1	96	2.2	946.88	118.36	0.0004	38.4	31	16.9	549.86	36.74	24.08	-57.55	-3.84	-0.66	8,701.19	3,848.29	4,852.9	0.79	44.23	409.13	1.34	0.73	1,380.68	237.37	44.9	43.4	20.7	0.0721	62	0.093	39.9	0.97	0.54	-41.67	6.56	1,271	78.19	21,683	141	17,363	1,411	32.9	311	0.561	4	0.719	A	5	7.02	0.474	0.447	0.908
Tunisia	STEG	2,020	UTIL-TU-STE-2020	2,544,000	6.8	84.2	19.8	2.6	508,396	645,342	136,947	6.32	15.02	21.22	934.66	871.09	848.91	63.58	93.2	90.83	6.8	145	12.1	281.99	110.85	0.0006	43.4	28.8	21.4	566.92	66.78	60.14	209.68	24.7	3.39	6,176.24	3,081.61	3,094.63	1	49.89	289.62	1.96	0.98	288.98	94.35	25.1	34.7	29.4	0.1207	65.1	0.1796	44.8	1.53	0.89	291.1	7.84	980	78.78	6,656	58	21,618	384	45.5	673	0.628	10	0.827	A	7	4.72	0.363	0.495	0.744
Ghana	VRA	2,019	UTIL-GH-VRA-2019	2,884,000	2.8	75.4	8.9	7.6	729,482	890,063	160,580	7.38	10.72	18.04	1,031.49	549.62	544.76	481.87	53.28	52.81	46.72	72	5.6	469.53	162.81	0.0006	32.7	47.1	14.9	75.23	13.81	-3.43	-72.54	-13.32	-2.81	2,579.89	967.09	1,612.8	0.6	37.49	95.1	0.79	0.53	280.99	54.48	26.6	45.9	29.6	0.0966	54.4	0.1382	44.2	1.41	0.34	31.32	5.86	1,455	81.96	8,328	116	23,215	435	8.7	573	0.853	7	0.88	A	8	0.97	0.829	0.47	0.487
Senegal	SENELEC	2,018	UTIL-SE-SEN-2018	900,000	-0.9	86.9	17.3	3.4	280,157	319,150	38,993	3.21	9.01	12.22	523.6	351.17	307.59	172.43	67.07	58.75	32.93	34	12.9	56.59	62.88	0.0002	49.6	33.2	22.2	251	81.6	77.92	152.12	49.45	12.13	1,253.99	927.87	326.11	2.85	73.99	85.36	2.94	1.57	179.54	222.9	36.5	43.9	23.8	0.1367	45.3	0.1574	21.2	1.82	1.05	208.31	44.52	1,953	87.78	1,887	103	5,364	387	17.3	588	0.561	9	0.514	E	7	2.38	0.522	0.608	0.501
Tanzania	TANESCO Rural	2,019	UTIL-TA-TAN-2019	1,854,000	4	88.1	10.5	3.2	453,255	537,499	84,243	6.15	9.58	15.67	685.3	588.75	559.27	96.55	85.91	81.61	14.09	38	14.7	115.88	62.5	0.0003	36.6	40.7	10.2	443.39	79.28	75.14	262.07	46.86	6.43	4,073.76	1,545	2,528.76	0.61	37.93	147.62	3	1.63	620.2	148.67	39.8	66.6	26.2	0.1062	42.5	0.1209	48.1	1.44	1.2	-55.58	15.31	1,729	84.33	3,790	135	20,270	511	9.1	355	0.68	16	0.607	D	3	2.26	0.835	0.591	0.866
Rwanda	Rwanda Energy Group	2,020	UTIL-RW-RWA-2020	530,000	6.1	75.4	16.7	6.5	172,313	200,976	28,663	6.2	8.18	14.26	235.05	170.29	160.08	64.75	72.45	68.11	27.55	139	12.2	83.67	157.86	0.0005	51.9	31	22.4	76.41	47.73	37.28	36.4	22.74	5.84	623	221.96	401.03	0.55	35.63	15.4	4.96	2.57	1,379.58	295.96	26.6	64	27.4	0.0975	84.2	0.1429	10.1	1.93	0.67	-34.08	18.8	1,079	85.74	2,320	142	10,794	1,749	33.7	226	0.944	10	0.751	D	0	6.26	0.719	0.377	0.814
South Africa	City Power	2,018	UTIL-SO-CIT-2018	12,000,000	-0.7	84.8	19	6.2	1,382,153	1,815,786	433,634	6.8	17.08	23.88	1,663.72	1,188.17	1,142.36	475.55	71.42	68.66	28.58	114	5.6	2,146.59	178.88	0.0016	54.9	22.8	16.9	-1,004.23	-87.91	-125.49	-1,641.09	-143.66	-26.76	6,133.06	3,117.78	3,015.28	1.03	50.84	175.15	-5.73	-2.01	351.56	206.87	34.1	34.6	16.9	0.0764	49.5	0.0967	34.2	1.97	0.88	298.69	41.1	1,763	76.12	26,829	60	24,174	818	23.1	715	0.517	8	0.605	C	8	3.94	0.308	0.584	0.818
Tunisia	STEG Distribution	2,018	UTIL-TU-STE-2018	2,400,000	0.2	87.6	15.4	3.3	481,279	584,557	103,278	7.76	9.91	17.67	447.09	347.29	300.24	99.81	77.68	67.15	22.32	167	6.9	397.36	165.57	0.0008	34	38.4	22.5	-97.12	-32.35	-58.82	-258.14	-85.98	-15.55	1,660.56	880.19	780.36	1.13	53.01	48.8	-1.99	-0.64	123.07	263.41	16.2	52.3	10	0.0637	45.2	0.0789	57.9	1.14	1.28	229.73	31.84	1,901	82.33	4,953	52	14,640	1,427	34	427	0.584	18	0.84	B	1	6.47	0.397	0.757	0.999
Ghana	AKSA	2,018	UTIL-GH-AKS-2018	2,800,000	-0.1	75.9	12.2	5.7	338,576	460,234	121,658	8.87	17.56	26.43	779.69	730.03	628.91	49.66	93.63	80.66	6.37	72	6.2	260.1	92.89	0.0008	44.4	45.3	14	368.81	58.64	50.37	218.52	34.75	11.41	1,914.7	970.28	944.42	1.03	50.68	93.29	3.95	2.14	340.61	103.83	42.5	36.6	29	0.1412	77	0.1812	45.9	1.1	0.75	-78.27	15.4	1,939	73.57	6,836	40	15,917	587	15.8	379	0.605	2	0.673	B	5	8.3	0.871	0.467	0.695
Senegal	SENELEC Dakar	2,023	UTIL-SE-SEN-2023	1,034,999	15.4	89.6	18.1	6.6	162,715	212,091	49,377	9.37	14.21	23.28	350.05	370.97	336.58	-20.92	105.98	96.15	-5.98	31	7.7	134.36	129.82	0.0008	41.4	20.3	12.8	202.21	60.08	52.1	119.37	35.46	10.73	1,112.16	728.61	383.55	1.9	65.51	66.94	3.02	1.68	160.59	236.73	27.9	38.1	19.5	0.1375	79	0.2028	45.9	1.24	0.98	-17.51	27.19	735	76.72	3,745	50	20,776	2,840	22.4	634	0.966	14	0.797	C	5	7.49	0.466	0.509	0.899
Zambia	Lusaka Disco	2,021	UTIL-ZA-LUS-2021	1,308,000	9.5	86.5	10.5	6.6	382,342	450,156	67,814	7.07	8.17	15.06	685.49	422.67	414.94	262.81	61.66	60.53	38.34	112	8.1	219.35	167.7	0.0006	40.1	20.9	17.4	195.59	47.14	36.56	-50.85	-12.26	-1.94	2,624.04	1,692.29	931.75	1.82	64.49	201.07	0.97	0.62	1,392.35	139.47	30.9	42.5	17.2	0.1269	61.5	0.1723	44.3	0.74	0.87	84.36	26.43	461	84.94	3,225	140	24,104	2,556	15.7	299	0.562	1	0.596	C	9	3.09	0.755	0.667	0.453
Tanzania	TANESCO	2,022	UTIL-TA-TAN-2022	2,016,000	12.5	89	12.3	6.4	195,035	247,348	52,313	4.09	17.3	21.15	250.35	154.05	139.06	96.3	61.53	55.55	38.47	140	8.7	286.77	142.25	0.0015	36.8	30.3	18	-147.7	-106.21	-147.46	-229.14	-164.77	-53.06	431.86	230.83	201.03	1.15	53.45	10.44	-14.14	-3.34	1,166.89	174.45	17.5	60.3	13.2	0.0843	75.3	0.1259	45.6	1.64	1.4	245.78	31.24	1,478	78.85	4,574	37	20,998	1,093	23.1	400	0.688	12	0.486	A	9	7.89	0.764	0.822	0.794
Ethiopia	EIB	2,021	UTIL-ET-EIB-2021	3,815,000	9.7	74	16.3	6.9	726,629	848,186	121,557	3.26	11.25	14.33	774.77	755.28	646.67	19.5	97.48	83.47	2.52	74	14.5	694.89	182.15	0.001	32.5	29.2	20	-48.21	-7.46	-28.95	-376.2	-58.18	-12.21	3,080.35	1,832.44	1,247.92	1.47	59.49	155.13	-0.31	-0.05	314.35	257.35	41.6	53.3	20.6	0.0761	75.1	0.0878	31.6	1.88	0.87	189.93	24.6	249	85.67	11,374	92	11,854	1,112	37.7	276	0.893	19	0.754	B	8	1.36	0.513	0.727	0.577
Uganda	UEB	2,020	UTIL-UG-UEB-2020	1,272,000	6.1	82.1	16.6	7.6	274,391	357,772	83,381	8.04	15.39	23.31	485.28	482.79	446.94	2.49	99.49	92.1	0.51	94	14.5	202.12	158.9	0.0007	43.3	33.1	16.4	244.82	54.78	45.73	101.24	22.65	3.14	3,223.58	1,490.65	1,732.92	0.86	46.24	121.03	2.02	1.03	1,394.38	277.12	37.7	35	25.7	0.113	79	0.1605	33.1	1.35	1.23	155.52	40.49	248	76.69	3,726	113	18,561	1,648	44.4	424	0.977	6	0.82	E	6	5.81	0.743	0.825	0.681
Ghana	VRA	2,020	UTIL-GH-VRA-2020	2,968,000	6.2	80.5	11	5	563,231	727,310	164,079	5.93	16.75	22.56	1,296.48	991.45	963.09	305.03	76.47	74.29	23.53	39	7.7	292.17	98.44	0.0005	38.5	48.7	21.4	670.92	69.66	63.6	457.92	47.55	9.92	4,617.03	2,318.31	2,298.72	1.01	50.21	169.57	3.96	1.67	1,165.4	249.06	48.2	50	26	0.1485	48.6	0.1976	14.3	1.07	0.62	239.38	14.86	1,815	77.44	7,216	68	12,594	1,569	27	418	0.504	13	0.791	E	6	3.93	0.912	0.727	0.669
Uganda	UEB	2,021	UTIL-UG-UEB-2021	1,308,000	8.6	81.5	14.3	2.3	156,554	198,760	42,206	8.8	12.61	21.23	306.41	187.73	170.33	118.68	61.27	55.59	38.73	47	3.6	220.48	168.56	0.0014	43.6	44.8	13.1	-50.14	-29.44	-55.33	-208.02	-122.13	-15.34	1,356.24	1,015.88	340.36	2.98	74.9	94.2	-0.53	-0.01	1,105.43	71.56	28.7	51.3	16	0.1285	87.1	0.1423	27.2	1.64	0.6	-51.47	28.51	312	78.77	2,920	55	21,620	993	17.3	797	0.937	1	0.666	D	7	8.9	0.731	0.404	0.457
Ghana	AKSA	2,019	UTIL-GH-AKS-2019	2,884,000	2.5	70.3	16.9	3.8	449,636	546,898	97,261	8.83	9.02	17.78	915.35	713.61	684.41	201.75	77.96	74.77	22.04	120	3.4	344.49	119.45	0.0008	44.5	24.4	18	339.91	49.67	39.6	9.15	1.34	0.26	3,528.71	2,386.43	1,142.28	2.09	67.63	273.61	1.24	0.76	1,074.5	111.33	36.4	48	15.4	0.1395	68.5	0.181	13	1.19	1.16	200.79	42.21	1,838	82.22	10,132	77	19,290	885	44	716	0.73	4	0.442	B	0	9.16	0.358	0.648	0.58
Kenya	KPLC	2,025	UTIL-KE-KPL-2025	7,865,000	20.2	73.7	13.3	4.1	2,436,246	2,861,948	425,702	4.7	10.6	14.87	2,216.08	1,606.65	1,374.87	609.43	72.5	62.04	27.5	167	3.3	531.21	67.54	0.0002	45.7	47.4	20.7	843.66	61.36	53.64	13.69	1	0.12	10,992.41	8,613.39	2,379.02	3.62	78.36	757.19	1.11	0.54	1,278	210.32	12	55.3	26.5	0.0645	97.5	0.0835	9.8	1.92	1.29	-26.91	21.45	824	85.13	32,052	170	17,058	2,998	26.6	284	0.511	0	0.847	C	6	1.83	0.684	0.495	0.705
Senegal	SENELEC Dakar	2,022	UTIL-SE-SEN-2022	1,008,000	11.4	89.7	17.8	7.9	269,562	332,692	63,130	4.89	14.32	18.98	557	414.01	361.41	143	74.33	64.88	25.67	62	9.6	139	137.9	0.0005	47.5	24.6	17.6	222.41	61.54	53.85	125.52	34.73	8.96	1,400.48	668.83	731.65	0.91	47.76	56.06	3.97	2.01	1,353.54	275.05	49.8	40.1	19.3	0.1395	64.8	0.1799	56.4	1.68	0.35	-88.75	49.97	1,638	81.02	3,298	81	22,040	1,184	49.4	427	0.66	11	0.662	B	7	3.82	0.623	0.57	0.484
Algeria	Sonelgaz	2,021	UTIL-AL-SON-2021	8,720,000	8.3	70.8	10.3	6	2,478,964	3,033,333	554,369	4.47	13.99	18.28	5,444.41	3,495.48	2,996.74	1,948.93	64.2	55.04	35.8	137	11.7	599.83	68.79	0.0002	50.5	32.6	12.1	2,396.9	79.98	75.98	1,417.58	47.3	6.11	23,212.33	9,459.57	13,752.75	0.69	40.75	805.01	2.98	1.39	1,256.22	82.02	45	43.3	27.3	0.1496	83	0.1774	36.1	1.87	1.16	119.66	40.08	991	81.72	22,124	104	9,073	329	41.2	241	0.507	6	0.813	C	7	5.78	0.926	0.734	0.798
Kenya	Nairobi Disco	2,021	UTIL-KE-NAI-2021	7,085,000	8.7	89.2	13	6.5	1,866,709	2,321,357	454,648	3.4	16.37	19.59	2,062.95	1,623.67	1,516.86	439.28	78.71	73.53	21.29	73	8.7	991.05	139.88	0.0005	31.5	46.7	14	525.81	34.66	21.6	-44.5	-2.93	-0.49	9,163.07	5,878.67	3,284.39	1.79	64.16	438.32	1.2	0.55	1,075.85	253.41	28.5	66.9	24.3	0.0741	53.2	0.087	28.4	0.94	1.44	75.62	29.23	1,492	80.41	33,598	85	13,579	1,451	42.6	359	0.702	8	0.451	D	0	0.54	0.342	0.301	0.412
Morocco	Lydec	2,019	UTIL-MO-LYD-2019	4,635,000	2.4	79.6	10	7.3	567,044	685,003	117,959	5.29	11.99	17.22	522.94	430.21	416.38	92.73	82.27	79.62	17.73	43	13.9	892.33	192.52	0.0016	35.7	35.4	15.4	-475.95	-114.31	-157.17	-681.87	-163.76	-31.2	2,185.78	848.54	1,337.24	0.63	38.82	53.01	-8.98	-3.39	259.18	164.17	14.1	51.9	19.4	0.0636	70.1	0.0819	20.3	1.17	1.44	87.85	42.67	1,595	82.78	14,837	55	8,693	1,827	28.9	702	0.959	16	0.586	E	8	1.8	0.789	0.719	0.429
Ethiopia	EIB	2,025	UTIL-ET-EIB-2025	4,235,000	20.4	86.3	15.3	7.6	646,122	797,367	151,245	3.82	15.57	18.97	1,284.39	1,271.25	1,184.96	13.15	98.98	92.26	1.02	81	2.1	252.34	59.59	0.0004	36.2	42.5	17.6	932.62	78.7	74.45	403.98	34.09	5.51	7,336.25	5,345.58	1,990.67	2.69	72.87	491.03	1.9	0.92	1,404.81	56.32	40.1	54.1	19.4	0.1342	51.5	0.1839	31.5	0.97	0.53	-62.9	41.32	352	81.03	15,292	51	8,566	1,745	5.8	630	0.928	14	0.689	B	0	8.19	0.627	0.878	0.496
Ethiopia	EEPCo	2,020	UTIL-ET-EEP-2020	3,710,000	6	70	19.1	5	1,082,674	1,357,330	274,657	4.95	15.41	20.24	2,086.55	1,482.65	1,271.37	603.89	71.06	60.93	28.94	138	9.6	519.05	139.91	0.0005	38.3	34.7	15.1	752.32	59.17	51.01	127.28	10.01	1.67	7,636.21	4,414.52	3,221.69	1.37	57.81	510.46	1.47	0.82	329.83	237	14.2	60.2	12.6	0.1281	64.4	0.1906	50.2	1.21	1.04	37.25	45.91	1,534	79.76	12,860	74	7,605	780	26.9	647	0.748	14	0.753	D	5	8.89	0.859	0.464	0.936
Mozambique	EDM	2,024	UTIL-MO-EDM-2024	708,000	18.2	73.2	15.3	3.7	133,724	162,729	29,005	6.57	11.62	17.82	202.76	162.29	152.38	40.47	80.04	75.15	19.96	85	3.9	86.46	122.12	0.0006	33.2	21.1	20.7	65.92	43.26	31.91	26.42	17.34	3.35	789.06	427.67	361.39	1.18	54.2	20.61	3.2	1.82	591.75	227.12	32.8	39.2	15.2	0.1038	77.9	0.1301	30.1	1.43	1.4	80.3	34.55	1,504	82.18	1,434	90	21,075	2,502	42.2	531	0.854	9	0.626	D	7	2.16	0.457	0.328	0.823
Rwanda	EUCL	2,022	UTIL-RW-EUC-2022	560,000	12.5	88	13	4.1	93,722	114,894	21,172	6.61	12.06	18.43	111.38	93.19	82.74	18.19	83.67	74.28	16.33	166	11.6	92.86	165.82	0.001	36.3	26.7	20.2	-10.12	-12.23	-34.68	-48.95	-59.16	-15.69	311.9	180.99	130.91	1.38	58.03	14.07	-0.72	-0.08	183.96	222.67	38.4	49.9	14.7	0.0808	89.1	0.1062	40.6	1.84	1.31	182.16	14.94	459	81.57	1,507	81	15,689	2,052	28.7	512	0.828	2	0.659	B	5	3.1	0.558	0.358	0.494
Tunisia	STEG	2,020	UTIL-TU-STE-2020	2,544,000	6.7	81.4	19.4	4.1	536,550	622,475	85,925	5.28	8.64	13.8	692.63	545.4	542.63	147.23	78.74	78.34	21.26	73	4.4	480.18	188.75	0.0009	39	47.8	15.2	62.45	11.51	-6.19	-142.87	-26.33	-6.14	2,325.75	1,433.61	892.14	1.61	61.64	90.04	0.69	0.28	133.17	74.49	15.1	69	15.4	0.0927	53	0.1308	39.3	1.53	0.37	189.81	35.72	1,800	86.2	5,454	81	13,674	1,653	45.7	267	0.82	10	0.843	B	9	3.55	0.976	0.765	0.623
Tunisia	STEG	2,025	UTIL-TU-STE-2025	2,904,000	21.9	75.3	12.4	3.2	738,294	890,712	152,418	4.58	12.95	17.11	1,461.89	1,215.67	1,047.18	246.23	83.16	71.63	16.84	108	11.5	220.91	76.07	0.0003	37.1	33	23.7	826.26	78.9	74.68	710.94	67.89	20.16	3,526.68	1,754.59	1,772.09	0.99	49.75	75.25	10.98	3.31	871.23	56.6	45.2	34.4	28.7	0.1368	95.2	0.186	57.5	1.03	1.16	-55.75	22.47	230	82.89	8,139	104	13,701	663	41.2	515	0.571	19	0.632	E	4	9.86	0.373	0.794	0.852
Rwanda	Rwanda Energy Group	2,021	UTIL-RW-RWA-2021	545,000	8	88.2	14.3	7.8	137,457	164,918	27,461	7.09	9.75	16.65	251.81	186.37	163.65	65.45	74.01	64.99	25.99	179	2.5	57.37	105.27	0.0004	30.3	20.3	21.8	106.28	64.94	57.93	65.63	40.1	10.62	618.19	237.17	381.02	0.62	38.36	24.5	4.34	2.48	799.22	280.13	30.7	49.2	22.5	0.1272	64.5	0.1507	14.3	1.41	0.94	243.68	30.91	369	83.35	1,128	147	22,404	1,414	47.9	382	0.999	15	0.883	A	9	8.79	0.813	0.777	0.408
Ghana	AKSA	2,021	UTIL-GH-AKS-2021	3,052,000	9.9	88.3	11	7.8	840,604	1,000,474	159,869	5.03	11.13	15.98	1,734.76	1,096.83	1,014.27	637.92	63.23	58.47	36.77	129	11.7	202.71	66.42	0.0002	48.4	23	17.4	811.55	80.01	76.02	606.32	59.78	9.17	6,609.46	2,847.42	3,762.04	0.76	43.08	168.77	4.81	1.81	1,287.94	143.9	27.9	50.7	23.7	0.1445	68.9	0.2151	17.7	1.36	0.34	-42.48	12.13	1,982	84.02	11,197	138	8,372	403	13.3	636	0.63	12	0.524	A	2	8.56	0.353	0.899	0.884
Nigeria	Ikeja Disco	2,019	UTIL-NI-IKE-2019	8,240,000	3.3	76.3	16.3	4.2	992,211	1,232,696	240,485	8.04	11.53	19.51	1,587.71	822.51	795.51	765.2	51.8	50.1	48.2	109	8	575.96	69.9	0.0006	37.2	38.2	25	219.55	27.6	13.12	19.21	2.41	0.51	3,792.92	1,310.03	2,482.89	0.53	34.54	121.11	1.81	0.94	1,211.46	131.05	17	69.5	14.6	0.1073	42	0.155	33.4	0.98	0.36	99	27.56	865	80.49	39,468	59	16,730	756	41.2	373	0.842	9	0.513	D	6	9.53	0.634	0.42	0.601
Ethiopia	EEPCo	2,018	UTIL-ET-EEP-2018	3,500,000	-1	84.6	11.7	3.9	543,679	638,304	94,625	6.44	8.38	14.82	789.25	626.5	557.51	162.75	79.38	70.64	20.62	139	2.4	202.7	57.92	0.0004	40.1	39	16.2	354.81	63.64	56.37	241.47	43.31	11	2,195.55	661.36	1,534.19	0.43	30.12	63.12	5.62	3.13	1,460.5	230.71	20.5	68.1	23	0.103	69	0.1194	59.6	1.48	1.15	220.45	48.14	1,144	85.18	12,514	65	14,668	437	6.9	563	0.645	17	0.851	C	4	8.5	0.571	0.812	0.985
Ghana	GEC	2,018	UTIL-GH-GEC-2018	2,800,000	0.7	88	11.9	2.2	413,057	506,190	93,133	8.09	10.31	18.4	524.26	310.85	303.38	213.41	59.29	57.87	40.71	66	4.8	181.81	64.93	0.0004	49.6	37.2	24.7	121.57	40.07	28.09	32.85	10.83	2.09	1,574.79	911.12	663.67	1.37	57.86	63.67	1.91	1.08	1,267.86	165.55	16.5	39.2	22.3	0.0863	51.6	0.1074	55.8	1.32	0.88	247.59	8.07	891	81.6	7,264	62	16,676	1,057	15.1	341	0.857	5	0.744	D	0	2.48	0.976	0.893	0.55

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⚠️ Synthetic dataset — Parameterized from published SSA literature, not real observations. Not suitable for empirical analysis or policy inference.

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