Datasets:

electricsheepafrica
/

carbon-emissions-africa

record_id string	country string	year int64	population_millions float64	gdp_billion_usd float64	gdp_per_capita_usd int64	energy_emissions_mt_co2 float64	transport_emissions_mt_co2 float64	industry_emissions_mt_co2 float64	agriculture_emissions_mt_co2e float64	land_use_emissions_mt_co2 float64	waste_emissions_mt_co2e float64	total_emissions_mt_co2e float64	per_capita_emissions_tonnes float64	emissions_intensity_kg_co2_per_usd_gdp float64	coal_share_pct float64	oil_share_pct float64	gas_share_pct float64	renewable_share_pct float64	methane_emissions_mt_co2e float64	n2o_emissions_mt_co2e float64	f_gases_emissions_mt_co2e float64	carbon_sink_forest_mt_co2 float64	net_emissions_mt_co2e float64	ndc_target_reduction_pct float64	emission_trajectory_vs_ndc string	carbon_pricing_implemented int64	carbon_price_usd_per_tonne float64	climate_finance_received_million_usd int64	renewable_investment_million_usd int64	historical_emissions_share_pct float64	projected_2030_emissions_mt float64	emissions_gap_mt float64
CE_000000	Niger	2,020	27.05	20.4	754	5.91	1.74	0.38	2.78	1.55	1.47	13.83	0.51	0.68	8.1	38.2	20.4	39.2	3.44	0.87	0	3.28	10.55	10	Off_Track	0	0	6	340	0.1	14.24	1.42
CE_000001	Uganda	2,022	59.03	100.2	1,697	18.12	6.48	2	7.48	6.26	4.46	44.8	0.76	0.45	9.9	33.4	22.1	41.1	9.87	2.44	0.03	7.17	37.63	23	Off_Track	0	0	65	1,671	0.123	47.49	10.92
CE_000002	DRC	2,021	86.28	65	753	32.06	11.08	1.6	16.78	12.77	3.03	77.32	0.9	1.19	6.7	35.9	19.3	41.8	15.7	5.19	0.02	16.74	60.58	16.4	Off_Track	0	0	108	1,091	0.435	80.8	13.25
CE_000003	Ghana	2,018	29.15	61.3	2,103	35.72	11.85	11.63	16.14	18.84	6.64	100.82	3.46	1.64	0	41	30	25.4	18.57	6	0.41	21.71	79.11	21	Off_Track	1	4.12	86	700	0.47	100.82	21.17
CE_000004	Rwanda	2,023	14.83	14.3	964	6.16	1.67	0.77	2.41	1	1.2	13.21	0.89	0.92	7.4	35	23.2	40.1	3.02	0.8	0.01	1.76	11.45	28.5	Off_Track	1	6.51	19	369	0.273	14.2	4.05
CE_000005	Malawi	2,024	22.42	43.1	1,922	8.94	2.77	0.75	3.94	3.18	1.15	20.73	0.92	0.48	7.1	32.4	24.6	45.3	4.18	1.26	0.01	2.51	18.22	14.6	Off_Track	0	0	22	786	0.1	22.6	3.3
CE_000006	Uganda	2,025	49.88	88.5	1,774	24.45	8.66	2.89	6.23	3.79	2.22	48.24	0.97	0.55	7.4	31.7	17.7	44.4	7.96	2.16	0.04	8.08	40.16	18.6	Off_Track	0	0	75	1,660	0.254	53.31	9.92
CE_000007	South Africa	2,024	53.87	434.7	8,069	250	80	100	24.54	150	35	639.54	11.87	1.47	71.5	13.5	2.7	6.7	67.72	17.36	12.5	74.58	564.96	45	Off_Track	0	0	399	1,201	1.435	697.1	313.7
CE_000008	Senegal	2,020	17.36	70.3	4,050	14.28	4.91	2.57	6.61	7.21	2.3	37.88	2.18	0.54	9.7	34.8	20.1	40.8	7.23	2.24	0.06	2.67	35.21	25.9	Off_Track	1	20.51	42	1,299	0.1	39.02	10.11
CE_000009	Nigeria	2,019	217.56	500	2,298	205.63	80	100	53.01	71.77	35	545.41	2.51	1.09	0	38.4	45.9	14.1	80.37	25.9	7.5	100.16	445.25	45	Off_Track	1	5.68	743	2,840	0.597	553.59	249.12
CE_000010	South Africa	2,019	50.83	391.2	7,696	250	80	100	29.64	55.63	29.18	544.45	10.71	1.39	76.5	14.6	0.9	3.7	66.13	18.89	12.5	161.65	382.8	45	Off_Track	0	0	757	588	1.436	552.62	248.68
CE_000011	DRC	2,024	82.16	85.1	1,036	32.44	9.05	1.83	16.92	11.81	6.99	79.04	0.96	0.93	11.5	33.5	22.9	45.6	18.99	5.26	0.02	16.03	63.01	24.1	Off_Track	0	0	33	1,788	0.5	86.15	20.76
CE_000012	Kenya	2,023	43.22	97.4	2,254	47.73	20.78	8.63	14.9	26.6	6.29	124.93	2.89	1.28	2	22.5	0	90.4	18.74	5.33	0.26	12.44	112.49	24.8	Off_Track	1	5.71	127	3,611	0.421	134.3	33.31
CE_000013	Nigeria	2,022	173.13	500	2,888	213.92	80	100	58.18	121.56	35	608.66	3.52	1.22	2.3	36.7	48.4	12.6	84.3	27.45	7.5	141.07	467.59	34.7	Off_Track	0	0	382	2,711	0.91	645.18	223.88
CE_000014	Uganda	2,025	43.43	66	1,520	19.24	8.69	2.47	7.33	10.64	2.88	51.25	1.18	0.78	10.2	36.7	22.3	45.3	8.63	2.45	0.04	3.01	48.24	15	Off_Track	0	0	38	1,199	0.1	56.63	8.49
CE_000015	Ethiopia	2,021	122.48	160	1,306	62.06	18.01	12.2	19.38	19.3	11.77	142.72	1.17	0.89	0.8	16	0	94.3	27.25	7.03	0.24	19.22	123.5	10	Off_Track	0	0	216	5,000	0.1	149.14	14.91
CE_000016	Malawi	2,025	16.46	5	304	9.35	2.51	0.63	3.76	1.74	1.06	19.05	1.16	3.81	8.9	33.9	21.1	45.9	4.04	1.19	0.01	2.69	16.36	20.9	Off_Track	0	0	23	211	0.109	21.05	4.4
CE_000017	Niger	2,021	29.1	33.3	1,144	7.04	2	0.37	3.53	1.27	1.1	15.31	0.53	0.46	9.9	35.5	19	38.4	3.7	1.1	0	4	11.31	16.9	Off_Track	1	18.18	21	565	0.1	16	2.7
CE_000018	Mali	2,023	23.24	18.2	783	9.21	3	1	3.4	4.45	1.74	22.8	0.98	1.25	13.5	37.3	22.5	40.3	4.35	1.12	0.01	1.93	20.87	19.8	Off_Track	0	0	18	314	0.186	24.51	4.85
CE_000019	Rwanda	2,018	14.82	49.2	3,320	4.46	1.13	0.61	2.16	1.51	0.63	10.5	0.71	0.21	10	34.1	20.6	34.4	2.25	0.71	0.01	1.15	9.35	18.4	Off_Track	0	0	12	779	0.201	10.5	1.93
CE_000020	Malawi	2,020	16.53	11.7	708	5.89	2.37	0.54	3.47	3.98	1.55	17.8	1.08	1.52	9.4	32.6	18.4	37.6	3.91	1.1	0.01	1.48	16.32	18.8	Off_Track	0	0	9	201	0.1	18.33	3.45
CE_000021	South Africa	2,021	61.97	481.2	7,765	217.6	80	100	32.64	146.77	28.9	605.91	9.78	1.26	75.7	16.8	6.2	9.6	64.46	19.79	12.5	167.99	437.92	45	Off_Track	0	0	351	1,867	1.379	633.18	284.93
CE_000022	Ethiopia	2,019	130.05	192.2	1,478	50.35	17.45	7.59	20.22	26.55	6.5	128.66	0.99	0.67	0.3	15.5	2.9	89.4	22.37	6.82	0.15	34.65	94.01	15.2	Off_Track	0	0	205	5,000	0.879	130.59	19.85
CE_000023	Malawi	2,023	16.89	9.5	562	8.86	2.95	0.65	3.43	4.36	1.34	21.59	1.28	2.27	10.2	31.4	21.4	42	4.02	1.09	0.01	2.4	19.19	20.3	Off_Track	1	3.04	14	189	0.1	23.21	4.71
CE_000024	Malawi	2,025	21.83	25.5	1,168	9.48	3.6	0.76	2.53	3.13	0.89	20.39	0.93	0.8	12.1	35.2	19.8	49.5	3.18	0.84	0.01	2.82	17.57	14	Off_Track	1	2.74	13	818	0.1	22.53	3.15
CE_000025	South Africa	2,025	69.61	500	7,183	250	80	100	30.78	108.16	35	603.94	8.68	1.21	69.6	18	3	9.7	71.47	19.23	12.5	164.98	438.96	45	Off_Track	0	0	530	1,990	1.528	667.35	300.31
CE_000026	South Africa	2,020	69.18	500	7,228	226.72	80	100	42.16	62.17	35	546.05	7.89	1.09	73.3	15	3	7.6	75.97	22.65	12.5	62.54	483.51	45	Off_Track	0	0	271	1,563	0.982	562.43	253.09
CE_000027	Mozambique	2,020	32.88	68.1	2,071	20.06	6.16	4.13	7.75	7.53	3.43	49.06	1.49	0.72	9.4	32.8	22	38.3	9.4	2.74	0.08	6.51	42.55	10	Off_Track	0	0	61	1,045	0.451	50.53	5.05
CE_000028	Senegal	2,024	15.08	54.1	3,588	15.31	3.95	2.11	6.59	5.85	3.1	36.91	2.45	0.68	11.4	31.1	22.8	44.2	7.96	2.19	0.05	4.57	32.34	29.4	Off_Track	0	0	35	1,053	0.1	40.23	11.83
CE_000029	Niger	2,022	29.51	51	1,728	6.25	2.69	0.5	3.17	3.32	1.15	17.08	0.58	0.33	10.1	33.9	18.9	40.8	3.45	1	0	1.9	15.18	21.7	Off_Track	0	0	27	958	0.1	18.1	3.93
CE_000030	Malawi	2,021	18.69	34.2	1,830	6.29	2.05	0.42	4.09	1.75	1.01	15.61	0.84	0.46	11	33.9	18.1	42.2	3.89	1.27	0	2.76	12.85	14.9	Off_Track	0	0	18	612	0.388	16.31	2.43
CE_000031	Kenya	2,020	60.92	107.6	1,766	36.36	14.62	7.95	22.8	27.77	4.91	114.41	1.88	1.06	4.8	23.5	0	79.7	21.24	7.64	0.24	20	94.41	26.6	Off_Track	0	0	112	3,652	0.656	117.84	31.35
CE_000032	Senegal	2,021	14	9.4	671	11.51	4.86	2.37	4.47	3.36	1.58	28.15	2.01	2.99	10.9	34.7	20.6	41	5.1	1.58	0.06	6.05	22.1	28.9	Off_Track	0	0	13	172	0.1	29.42	8.5
CE_000033	Mali	2,020	24.63	28.2	1,145	7.33	3.61	0.75	4.16	2.59	1.41	19.85	0.81	0.7	8.2	38.6	19.8	39.3	4.36	1.32	0.01	5.77	14.08	10.1	Off_Track	0	0	15	560	0.108	20.45	2.07
CE_000034	Uganda	2,019	59.49	78.6	1,321	16.82	7.19	2.43	10.12	5.36	3.44	45.36	0.76	0.58	7.7	32.1	21.4	36.3	10.51	3.28	0.04	11.79	33.57	22.6	Off_Track	0	0	46	1,156	0.1	46.04	10.41
CE_000035	Mozambique	2,021	37.62	75.2	1,999	20.91	5.96	4.08	9.04	8.89	4.8	53.68	1.43	0.71	9	40.5	19.8	42.6	11.36	3.12	0.08	14.2	39.48	23.9	Off_Track	1	19.19	80	1,499	0.1	56.1	13.41
CE_000036	Senegal	2,023	13.9	34.5	2,482	11.36	4.81	2.62	3.74	3.3	2.28	28.11	2.02	0.81	8.2	35	18	42.7	5.2	1.38	0.07	6.61	21.5	23.4	Off_Track	0	0	37	744	0.382	30.22	7.07
CE_000037	Zambia	2,023	22.34	50.5	2,261	16.99	6.54	1.62	7.18	4.66	3.78	40.77	1.82	0.81	11.6	36.7	21.5	46.1	9.03	2.32	0.03	8.6	32.17	29.2	Off_Track	0	0	23	939	0.46	43.83	12.8
CE_000038	DRC	2,019	92.51	77.9	842	22.17	6.97	2.24	12.55	12.01	3.95	59.89	0.65	0.77	9.4	32.5	20.3	36.1	12.91	3.99	0.02	4.64	55.25	10	Off_Track	0	0	74	1,277	0.114	60.79	6.08
CE_000039	Nigeria	2,023	206.36	500	2,423	235.28	75.73	100	65.44	106.01	35	617.46	2.99	1.23	1.5	38	45.5	16.6	90.79	29.63	7.5	91.25	526.21	39.7	Off_Track	0	0	772	3,348	1.546	663.77	263.52
CE_000040	South Africa	2,022	66.1	500	7,564	240.86	80	100	34.12	132.84	35	622.82	9.42	1.25	73.6	12.8	3.1	7.1	72.56	20.24	12.5	162.43	460.39	45	Off_Track	1	1.87	259	1,421	1.468	660.19	297.09
CE_000041	Nigeria	2,019	220	500	2,273	210.93	80	100	93.94	71.01	29.35	585.23	2.66	1.17	2	39.1	42.7	17.5	100.94	38.18	7.5	58.69	526.54	32.9	Off_Track	0	0	683	3,502	1.692	594.01	195.43
CE_000042	Mali	2,025	25.5	56	2,196	9.79	2.56	0.78	4.24	2.49	1.76	21.62	0.85	0.39	8.5	33.7	20.6	45.6	4.93	1.35	0.01	1.36	20.26	19.3	Off_Track	0	0	25	1,069	0.1	23.89	4.61
CE_000043	DRC	2,021	85.78	65.8	767	22.2	11.94	1.99	15.84	5.89	4.21	62.07	0.72	0.94	8	37.7	20.8	39.8	15.09	4.95	0.02	6.76	55.31	21.8	Off_Track	1	20.94	82	1,126	0.1	64.86	14.14
CE_000044	Rwanda	2,021	13.64	27.2	1,994	5.19	1.5	0.45	2.72	2.89	0.85	13.6	1	0.5	9.1	33.2	20.9	35.5	2.83	0.86	0.01	2.12	11.48	24.2	Off_Track	1	17.71	21	425	0.1	14.21	3.44
CE_000045	Uganda	2,021	41.09	32.7	796	18.13	5.12	2.97	9.77	5.73	3.02	44.74	1.09	1.37	10.4	36	20	36.3	10.09	3.23	0.04	10.24	34.5	26.7	Off_Track	0	0	60	557	0.227	46.75	12.48
CE_000046	Niger	2,024	26.01	34.3	1,319	7.89	1.67	0.36	2.91	1.91	1.39	16.13	0.62	0.47	13	32.6	19.9	45.5	3.65	0.91	0	2.7	13.43	11.1	Off_Track	0	0	14	731	0.381	17.58	1.95
CE_000047	Senegal	2,021	14.32	48.1	3,359	10.88	4.25	3.53	4.82	4.37	2.84	30.69	2.14	0.64	11	36.4	24.2	37.7	6.25	1.8	0.09	6.84	23.85	16.6	Off_Track	0	0	22	861	0.1	32.07	5.32
CE_000048	South Africa	2,022	63.01	469.1	7,445	250	80	100	28.9	64.49	35	558.39	8.86	1.19	72.1	11.8	5.1	8.7	70.34	18.67	12.5	128.59	429.8	45	Off_Track	0	0	396	1,870	1.096	591.89	266.35
CE_000049	Ghana	2,019	27.24	59.5	2,184	37.49	8.28	9.52	11.11	15.83	5.78	88.01	3.23	1.48	0	40.7	34.3	23	15.04	4.28	0.33	18.97	69.04	24.7	Off_Track	1	1.99	39	597	0.293	89.33	22.06
CE_000050	Ghana	2,023	36.13	78	2,159	30	12.6	7.26	14.71	8.43	8.33	81.33	2.25	1.04	2.1	41.7	35.2	29.3	18.49	5.14	0.25	13.14	68.19	23.6	Off_Track	0	0	105	1,032	0.382	87.43	20.63
CE_000051	Tanzania	2,023	63.58	118.2	1,859	38.83	10.1	9.97	14.62	11.19	5.87	90.58	1.42	0.77	11.8	33.6	18.9	43.4	17.35	5.38	0.25	8.28	82.3	21.7	Off_Track	0	0	130	2,173	0.74	97.37	21.13
CE_000052	DRC	2,021	73.79	82.2	1,114	23.56	7.33	2.98	15.09	16.55	4.64	70.15	0.95	0.85	5.4	31.7	18.8	39.6	15.12	4.82	0.03	17.22	52.93	17.4	Off_Track	0	0	85	1,363	0.541	73.31	12.76
CE_000053	South Africa	2,023	53.68	406	7,563	237.33	80	100	31.54	95.91	35	579.78	10.8	1.43	70.5	17.8	0	3.7	70.66	19.46	12.5	41.69	538.09	45	Off_Track	0	0	816	606	1.158	623.26	280.47
CE_000054	South Africa	2,024	68.03	500	7,350	250	80	100	42.06	115.06	35	622.12	9.14	1.24	73.5	16	2	10.1	78.24	22.62	12.5	134.7	487.42	45	Off_Track	0	0	741	2,137	1.642	678.11	305.15
CE_000055	Tanzania	2,025	53.53	113.5	2,120	46.3	15.72	7.7	21.79	10.13	5.19	106.83	2	0.94	7.1	33.5	23.7	44.3	21.86	7.31	0.19	21.56	85.27	17.4	Off_Track	1	18.3	129	2,052	0.173	118.05	20.54
CE_000056	Niger	2,022	23.05	32.9	1,427	5.91	2.22	0.25	2.18	2.47	1.11	14.14	0.61	0.43	12.7	37.7	21.2	38.6	2.79	0.68	0	2.52	11.62	18.1	Off_Track	0	0	5	598	0.1	14.99	2.71
CE_000057	Niger	2,025	25.31	48.6	1,920	6.83	2.03	0.39	2.54	2.61	0.92	15.32	0.61	0.32	7.7	33.6	19.8	47.4	2.94	0.8	0	2.04	13.28	13.1	Off_Track	0	0	6	1,072	0.1	16.93	2.22
CE_000058	Tanzania	2,022	59.95	86.3	1,440	45.73	15.37	8.55	16.89	11.17	5.52	103.23	1.72	1.2	9	30.6	19.9	41.8	19.12	5.92	0.21	18.78	84.45	23	Off_Track	0	0	112	1,608	0.207	109.42	25.17
CE_000059	Mali	2,019	19.13	18.3	957	8.58	2.42	1	4.07	3.41	1.81	21.29	1.11	1.16	9.2	34.3	19	34.4	4.75	1.32	0.01	4.58	16.71	20.4	Off_Track	0	0	25	282	0.111	21.61	4.41
CE_000060	Rwanda	2,024	14.62	16.4	1,122	5.12	1.58	0.57	1.66	1.85	0.9	11.68	0.8	0.71	5.9	35.1	23.4	46.9	2.23	0.55	0.01	1.45	10.23	17.4	Off_Track	0	0	9	351	0.153	12.73	2.22
CE_000061	Tanzania	2,019	65.82	99	1,504	30.95	15.68	11.28	21.21	10.35	6.23	95.7	1.45	0.97	11.3	36.6	20.1	37.3	20.8	7.49	0.28	7.79	87.91	17.1	Off_Track	0	0	59	1,526	0.161	97.14	16.61
CE_000062	Ethiopia	2,022	104.96	137	1,305	57.74	18.42	8.72	20.72	13.47	11.7	130.77	1.25	0.95	0	12.7	0	97.3	27.57	7.09	0.17	32.9	97.87	30.3	Off_Track	1	4.58	142	5,000	0.297	138.62	42
CE_000063	Nigeria	2,018	180.28	500	2,773	235.35	58.85	100	78.02	88.48	29.55	590.25	3.27	1.18	2	40.8	47.1	12.1	93.99	33.41	7.5	157.66	432.59	29.2	Off_Track	0	0	759	2,474	2.089	590.25	172.35
CE_000064	Ethiopia	2,021	104.19	150.6	1,445	54.91	20.22	6.06	16.91	26.92	7.59	132.61	1.27	0.88	0	15.1	1.1	96.9	21.71	5.68	0.12	34.08	98.53	22.3	Off_Track	1	19.86	177	5,000	0.306	138.58	30.9
CE_000065	Mali	2,021	24.62	60.1	2,441	8.52	3.79	0.73	3.43	2.88	1.64	20.99	0.85	0.35	10.5	33.9	20.3	42.8	4.22	1.1	0.01	4.35	16.64	15.2	Off_Track	0	0	8	1,064	0.1	21.93	3.33
CE_000066	Senegal	2,021	15.19	26	1,712	11.87	3.65	2.62	5.47	3.82	2.86	30.29	1.99	1.16	10.9	30.3	18.2	36.2	6.76	1.9	0.07	3.18	27.11	22.8	Off_Track	0	0	16	627	0.263	31.65	7.22
CE_000067	Malawi	2,025	17.76	68.7	3,868	8.71	3.21	0.6	3.9	2.45	1.77	20.64	1.16	0.3	11.3	39.5	19.4	44.4	4.63	1.23	0.01	4.56	16.08	12.5	Off_Track	0	0	8	1,415	0.1	22.81	2.85
CE_000068	DRC	2,020	103.44	68.3	660	23.01	8.51	2.38	15.53	13.59	6.32	69.34	0.67	1.02	11.2	36.3	21.1	34.7	16.68	4.9	0.02	14.44	54.9	21	Off_Track	0	0	94	1,000	0.1	71.42	15
CE_000069	Tanzania	2,020	53.99	95.4	1,767	43.02	9.78	8.75	22.03	11.84	9.59	105.01	1.94	1.1	9.3	39.6	24.4	39.4	25.19	7.48	0.22	20.84	84.17	22.9	Off_Track	0	0	150	1,600	0.157	108.16	24.77
CE_000070	Nigeria	2,020	220	500	2,273	247.77	80	100	63.03	135.28	33.2	659.28	3	1.32	2.3	40.3	47.8	12.1	89.16	28.91	7.5	173.6	485.68	43.1	Off_Track	0	0	487	2,423	1.553	679.06	292.67
CE_000071	Ghana	2,023	26.15	82.6	3,159	35.72	13.26	13.79	16.63	15.13	7.44	101.97	3.9	1.23	0	41.4	37.6	28.7	19.5	6.37	0.48	20.17	81.8	21.9	Off_Track	0	0	85	1,036	0.368	109.62	24.01
CE_000072	Malawi	2,022	17.55	37.1	2,114	7.44	3.13	0.41	3.86	2.77	1.15	18.76	1.07	0.51	11.1	37.5	19.1	39.6	3.98	1.2	0	3.55	15.21	20.5	Off_Track	1	2.66	8	614	0.617	19.89	4.08
CE_000073	South Africa	2,022	65.58	500	7,624	250	70.72	100	35.1	137.59	30.16	623.57	9.51	1.25	74.4	15.6	2.2	6.3	70.19	20.53	12.5	89.88	533.69	45	Off_Track	0	0	823	1,396	1.475	660.98	297.44
CE_000074	Senegal	2,025	15.27	48.8	3,196	13.38	4.22	1.95	4.33	6.88	2.93	33.69	2.21	0.69	9.6	32.5	20.6	43.2	6.28	1.49	0.05	4.94	28.75	21.5	Off_Track	1	13.98	50	1,090	0.1	37.23	8
CE_000075	Rwanda	2,018	13.78	49.4	3,585	4.18	1.87	0.64	2.55	1.79	1.02	12.05	0.87	0.24	9.1	31.5	18.8	35.1	2.76	0.83	0.01	3.22	8.83	18.2	Off_Track	1	25.26	11	721	0.249	12.05	2.19
CE_000076	DRC	2,021	93.24	62.8	674	31.02	8.25	2.17	9.84	8.59	5.04	64.91	0.7	1.03	10.1	38.4	16.2	38	13.04	3.17	0.02	15.5	49.41	19.9	Off_Track	1	19.67	87	1,169	0.256	67.83	13.5
CE_000077	Zambia	2,018	17.09	53.1	3,107	13.65	4.39	2.9	7.37	5.58	1.77	35.66	2.09	0.67	11.5	33.4	21.6	33.7	7.2	2.5	0.06	4.01	31.65	30.6	Off_Track	0	0	38	821	0.1	35.66	10.91
CE_000078	Senegal	2,022	16.49	66.5	4,033	11.28	4.7	2.14	6.07	2.48	1.81	28.48	1.73	0.43	7.4	33	24.2	41.9	6.22	2.04	0.05	4.67	23.81	28.1	Off_Track	1	12.11	21	1,179	0.1	30.19	8.48
CE_000079	Uganda	2,023	52.59	90.3	1,717	16.06	4.81	2.29	7.78	10.39	3.8	45.13	0.86	0.5	6.8	35.9	22.1	40.4	9.31	2.56	0.03	6.2	38.93	25.1	Off_Track	0	0	59	1,560	0.309	48.51	12.18
CE_000080	Tanzania	2,019	51.38	76.3	1,485	36.76	13.16	7.91	19.35	19.07	9.04	105.29	2.05	1.38	7.1	34.5	23	35.4	22.52	6.6	0.2	18.78	86.51	22.6	Off_Track	1	9.15	43	1,120	0.202	106.87	24.15
CE_000081	Mozambique	2,020	31.99	46.9	1,466	22.85	5.9	3.15	8.6	10.3	3.35	54.15	1.69	1.15	10.5	34.8	16.8	41.5	10.12	2.89	0.06	4.03	50.12	11.1	Off_Track	0	0	44	872	0.1	55.77	6.19
CE_000082	Mali	2,025	24.68	15.1	612	10.1	2.68	1.05	5.69	4	2.11	25.63	1.04	1.7	12.6	35.5	19.8	46.4	6.11	1.81	0.01	1.81	23.82	21	Off_Track	0	0	11	655	0.365	28.32	5.95
CE_000083	Tanzania	2,018	52.09	76.9	1,476	36.15	11.85	5.62	18.19	12.43	4.14	88.38	1.7	1.15	12.2	35.9	20	38.7	17.84	6.02	0.14	24.48	63.9	17.2	Off_Track	0	0	48	1,338	0.1	88.38	15.2
CE_000084	Senegal	2,024	18.46	59.2	3,207	11.91	5.9	2.55	5.12	4.45	1.89	31.82	1.72	0.54	10	32.5	23.4	44.6	5.78	1.79	0.06	6.34	25.48	20.7	Off_Track	1	15.46	47	1,081	0.1	34.68	7.18
CE_000085	Mali	2,018	22.53	20	888	7.3	2.8	1.04	4.38	4.81	1.04	21.37	0.95	1.07	9.9	31.9	19.7	34.4	4.19	1.42	0.01	4.68	16.69	18.5	Off_Track	0	0	33	301	0.1	21.37	3.95
CE_000086	Kenya	2,019	56.96	119.4	2,096	39.67	14.3	12.39	24.07	12.62	10.61	113.66	2	0.95	0	27.2	0	77.6	26.9	8.46	0.37	32.47	81.19	22.8	Off_Track	0	0	70	3,779	0.124	115.36	26.3
CE_000087	Mozambique	2,020	31.7	55.1	1,738	23.81	7.12	4.86	11.92	5.75	3.22	56.68	1.79	1.03	6.4	37.1	17.4	36.7	12.11	4.06	0.1	4.88	51.8	18.5	Off_Track	0	0	47	964	0.337	58.38	10.8
CE_000088	Tanzania	2,022	52.73	77.5	1,470	33.73	11.86	9.59	17.75	19.12	8.85	100.9	1.91	1.3	4.8	37.2	20.2	44.8	21.1	6.28	0.24	16.33	84.57	14.3	Off_Track	0	0	146	1,563	0.248	106.95	15.29
CE_000089	Ghana	2,022	38.13	94.3	2,473	33.2	9.7	14.09	10.12	13.65	5.42	86.18	2.26	0.91	1.7	39.4	35.8	27.5	13.73	4.44	0.49	15.79	70.39	17.6	Off_Track	0	0	55	1,041	0.1	91.35	16.08
CE_000090	Mozambique	2,024	27.88	53.3	1,912	25.96	7.64	4.4	10.12	8.23	5.09	61.44	2.2	1.15	7.8	35.7	21.2	42.9	12.74	3.48	0.09	4.39	57.05	23.9	Off_Track	1	7.99	88	947	0.1	66.97	16.01
CE_000091	South Africa	2,018	60.37	478.4	7,924	206	69.69	100	25.56	68.04	35	504.29	8.35	1.05	73.1	17.7	2.9	8.3	63.94	17.67	12.5	101.36	402.93	45	Off_Track	0	0	310	1,993	1.212	504.29	226.93
CE_000092	Nigeria	2,021	220	500	2,273	243.52	80	100	62.5	149.81	35	670.83	3.05	1.34	2	41.9	46.5	13.5	89.85	28.75	7.5	60.29	610.54	40.8	Off_Track	0	0	492	2,807	2.281	701.02	286.02
CE_000093	Mozambique	2,021	31.26	58.7	1,878	25.11	6.86	3.02	8.95	5.38	2.68	52	1.66	0.89	7.8	35.7	21.3	41.3	10.02	2.99	0.06	9.29	42.71	14.9	Off_Track	1	9.66	48	1,280	0.1	54.34	8.1
CE_000094	Senegal	2,021	14.72	17.3	1,175	10.04	3.06	1.59	4.57	3.05	2.09	24.4	1.66	1.41	12.9	36	23.7	39.4	5.42	1.53	0.04	5.45	18.95	18.1	Off_Track	1	28.21	31	319	0.1	25.5	4.62
CE_000095	Senegal	2,018	15.73	51.1	3,249	10.69	3.89	1.93	5.7	5.38	1.87	29.46	1.87	0.58	10.3	36.2	19.4	34.7	5.98	1.9	0.05	5.77	23.69	23.1	Off_Track	0	0	23	880	0.1	29.46	6.81
CE_000096	Zambia	2,023	17.08	46.7	2,734	17.74	4.38	3.07	4.88	4.25	2.3	36.62	2.14	0.78	8.2	32.7	21.3	46.6	6.54	1.77	0.06	8.2	28.42	14.3	Off_Track	1	10.36	19	923	0.1	39.37	5.63
CE_000097	Niger	2,023	20.44	29.3	1,433	6.56	2.56	0.25	2.6	3.08	1.6	16.65	0.81	0.57	8.9	34.8	22.4	39.7	3.5	0.8	0	2.78	13.87	14	Off_Track	0	0	19	469	0.26	17.9	2.51
CE_000098	Senegal	2,021	19.24	44.7	2,323	13.18	3.94	1.72	5.14	6.05	1.48	31.51	1.64	0.7	9	31.8	20.7	38.4	5.59	1.71	0.04	4.23	27.28	19.7	Off_Track	1	2.9	45	710	0.1	32.93	6.49
CE_000099	Tanzania	2,019	48.39	91.5	1,891	43.31	14.67	11.3	20.3	11.54	6.48	107.6	2.22	1.18	10.2	35.2	19.8	37.9	21.7	7.22	0.28	8.49	99.11	17	Off_Track	0	0	45	1,491	0.109	109.21	18.57

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Carbon Emissions - Africa

A comprehensive synthetic dataset tracking greenhouse gas emissions, energy mix, climate targets, and policy metrics across Sub-Saharan African countries.

Dataset Description

This dataset provides detailed records of carbon emissions and climate commitments across 15 Sub-Saharan African countries. It includes sectoral emissions breakdowns, energy mix composition, carbon sinks, NDC targets, and climate finance indicators. Data is stratified by malnutrition burden levels.

Key Statistics

Metric	Value
Total Records	14,998
Countries Covered	15
Time Period	2018-2025
Files	3 (high_burden, moderate_burden, low_burden)
Features	34

Countries Included

DRC, Ethiopia, Ghana, Kenya, Malawi, Mali, Mozambique, Niger, Nigeria, Rwanda, Senegal, South Africa, Tanzania, Uganda, Zambia

Column Descriptions

Column	Type	Description
record_id	string	Unique identifier (CE_XXXXXX)
country	string	African country name
year	int	Year of observation (2018-2025)
population_millions	float	Population (millions)
gdp_billion_usd	float	GDP (billion USD)
gdp_per_capita_usd	float	GDP per capita (USD)
energy_emissions_mt_co2	float	Energy sector emissions (Mt CO2)
transport_emissions_mt_co2	float	Transport emissions (Mt CO2)
industry_emissions_mt_co2	float	Industry emissions (Mt CO2)
agriculture_emissions_mt_co2e	float	Agriculture emissions (Mt CO2e)
land_use_emissions_mt_co2	float	Land use emissions (Mt CO2)
waste_emissions_mt_co2e	float	Waste sector emissions (Mt CO2e)
total_emissions_mt_co2e	float	Total emissions (Mt CO2e)
per_capita_emissions_tonnes	float	Per capita emissions (tonnes)
emissions_intensity_kg_co2_per_usd_gdp	float	Emissions intensity (kg CO2/USD GDP)
coal_share_pct	float	Coal share of energy (%)
oil_share_pct	float	Oil share of energy (%)
gas_share_pct	float	Gas share of energy (%)
renewable_share_pct	float	Renewable share (%)
methane_emissions_mt_co2e	float	Methane emissions (Mt CO2e)
n2o_emissions_mt_co2e	float	N2O emissions (Mt CO2e)
f_gases_emissions_mt_co2e	float	F-gases emissions (Mt CO2e)
carbon_sink_forest_mt_co2	float	Forest carbon sink (Mt CO2)
net_emissions_mt_co2e	float	Net emissions (Mt CO2e)
ndc_target_reduction_pct	float	NDC target reduction (%)
emission_trajectory_vs_ndc	string	Trajectory status
carbon_pricing_implemented	int	Carbon pricing status (0/1)
carbon_price_usd_per_tonne	float	Carbon price (USD/tonne)
climate_finance_received_million_usd	float	Climate finance received (million USD)
renewable_investment_million_usd	float	Renewable investment (million USD)
historical_emissions_share_pct	float	Historical emissions share (%)
projected_2030_emissions_mt	float	Projected 2030 emissions (Mt)
emissions_gap_mt	float	Gap to NDC target (Mt)

Emission Trajectory Status

On_Track, Off_Track, Critical

Usage Example

import pandas as pd

# Load high burden dataset
df = pd.read_csv('carbon_emissions_africa_high_burden.csv')

# Analyze total emissions by country
emissions = df.groupby('country')['total_emissions_mt_co2e'].sum()
print(emissions.sort_values(ascending=False))

# Filter countries off track for NDC
off_track = df[df['emission_trajectory_vs_ndc'] == 'Off_Track']

# Calculate renewable share trends
renewable_trends = df.groupby('year')['renewable_share_pct'].mean()

Research Sources

This synthetic dataset is inspired by and aligned with data from:

Downloads last month: 31

Size of downloaded dataset files:

2.68 MB

Size of the auto-converted Parquet files:

1.82 MB

Number of rows:

15,000