Datasets:

electricsheepafrica
/

Net-barter-terms-of-trade-index-2015-100

year int64 1.96k 2.02k	Algeria float64 27 155	Angola float64 32.2 199	Benin float64 62.4 124	Botswana float64 67.9 112	Burkina Faso float64 53.5 138	Burundi float64 54.6 195	Cabo Verde float64 83 211	Cameroon float64 47.5 124	Central African Republic float64 94.1 384	Chad float64 64.6 164	Comoros float64 37.3 100	Congo, Dem. Rep. float64 53.3 149	Congo, Rep. float64 22.4 151	Cote d'Ivoire float64 45 151	Djibouti float64 91.9 109	Egypt, Arab Rep. float64 70.3 165	Equatorial Guinea float64 23.2 196	Eritrea float64 68.2 167	Eswatini float64 81.9 113	Ethiopia float64 65.7 108	Gabon float64 63.5 249	Gambia, The float64 81.5 180	Ghana float64 51.9 122	Guinea float64 78.5 140	Guinea-Bissau float64 70.8 283	Kenya float64 70.4 115	Lesotho float64 74 154	Liberia float64 66.1 156	Libya float64 62.1 167	Madagascar float64 80.1 132	Malawi float64 77 186	Mali float64 62.4 141	Mauritania float64 55.4 143	Mauritius float64 65.6 121	Morocco float64 67 105	Mozambique float64 96.5 289	Namibia float64 59.7 108	Niger float64 56 155	Nigeria float64 31.9 155	Rwanda float64 23.1 116	Sao Tome and Principe float64 68.3 198	Senegal float64 90.3 159	Seychelles float64 69.4 134	Sierra Leone float64 100 223	Somalia float64 85.5 121	South Africa float64 69.9 128	South Sudan float64	Sudan float64 96.1 133	Tanzania float64 58.8 118	Togo float64 20.1 121	Tunisia float64 88.5 119	Uganda float64 78.9 270	Zambia float64 52.8 189	Zimbabwe float64 65.5 107
1,960	89.40354	86.247279	72.930591	91.614755	54.829873	151.948616	96.89146	59.139232	338.483536	90.231408	81.067074	83.405137	55.426291	117.793082	92.27743	160.921654	27.754518	93.463969	89.949564	89.138318	213.620689	180.256991	121.966178	139.64584	132.930361	101.153015	153.832419	87.452453	75.052837	98.184091	151.889251	75.537745	55.444186	77.715718	76.651459	273.093911	89.497877	138.409374	131.674243	33.042255	161.392854	146.515257	134.467885	223.118215	108.998546	90.701863	null	132.50143	98.949123	103.353536	118.5155	141.301482	134.709231	76.871189
1,961	89.40354	86.247279	72.930591	91.614755	54.829873	151.948616	96.89146	59.139232	338.483536	90.231408	81.067074	83.405137	55.426291	117.793082	92.27743	160.921654	27.754518	93.463969	89.949564	89.138318	213.620689	180.256991	121.966178	139.64584	132.930361	101.153015	153.832419	87.452453	75.052837	98.184091	151.889251	75.537745	55.444186	77.715718	76.651459	273.093911	89.497877	138.409374	131.674243	33.042255	161.392854	146.515257	134.467885	223.118215	108.998546	90.701863	null	132.50143	98.949123	103.353536	118.5155	141.301482	134.709231	76.871189
1,962	89.40354	86.247279	72.930591	91.614755	54.829873	151.948616	96.89146	59.139232	338.483536	90.231408	81.067074	83.405137	55.426291	117.793082	92.27743	160.921654	27.754518	93.463969	89.949564	89.138318	213.620689	180.256991	121.966178	139.64584	132.930361	101.153015	153.832419	87.452453	75.052837	98.184091	151.889251	75.537745	55.444186	77.715718	76.651459	273.093911	89.497877	138.409374	131.674243	33.042255	161.392854	146.515257	134.467885	223.118215	108.998546	90.701863	null	132.50143	98.949123	103.353536	118.5155	141.301482	134.709231	76.871189
1,963	89.40354	86.247279	72.930591	91.614755	54.829873	151.948616	96.89146	59.139232	338.483536	90.231408	81.067074	83.405137	55.426291	117.793082	92.27743	160.921654	27.754518	93.463969	89.949564	89.138318	213.620689	180.256991	121.966178	139.64584	132.930361	101.153015	153.832419	87.452453	75.052837	98.184091	151.889251	75.537745	55.444186	77.715718	76.651459	273.093911	89.497877	138.409374	131.674243	33.042255	161.392854	146.515257	134.467885	223.118215	108.998546	90.701863	null	132.50143	98.949123	103.353536	118.5155	141.301482	134.709231	76.871189
1,964	89.40354	86.247279	72.930591	91.614755	54.829873	151.948616	96.89146	59.139232	338.483536	90.231408	81.067074	83.405137	55.426291	117.793082	92.27743	160.921654	27.754518	93.463969	89.949564	89.138318	213.620689	180.256991	121.966178	139.64584	132.930361	101.153015	153.832419	87.452453	75.052837	98.184091	151.889251	75.537745	55.444186	77.715718	76.651459	273.093911	89.497877	138.409374	131.674243	33.042255	161.392854	146.515257	134.467885	223.118215	108.998546	90.701863	null	132.50143	98.949123	103.353536	118.5155	141.301482	134.709231	76.871189
1,965	89.40354	86.247279	72.930591	91.614755	54.829873	151.948616	96.89146	59.139232	338.483536	90.231408	81.067074	83.405137	55.426291	117.793082	92.27743	160.921654	27.754518	93.463969	89.949564	89.138318	213.620689	180.256991	121.966178	139.64584	132.930361	101.153015	153.832419	87.452453	75.052837	98.184091	151.889251	75.537745	55.444186	77.715718	76.651459	273.093911	89.497877	138.409374	131.674243	33.042255	161.392854	146.515257	134.467885	223.118215	108.998546	90.701863	null	132.50143	98.949123	103.353536	118.5155	141.301482	134.709231	76.871189
1,966	89.40354	86.247279	72.930591	91.614755	54.829873	151.948616	96.89146	59.139232	338.483536	90.231408	81.067074	83.405137	55.426291	117.793082	92.27743	160.921654	27.754518	93.463969	89.949564	89.138318	213.620689	180.256991	121.966178	139.64584	132.930361	101.153015	153.832419	87.452453	75.052837	98.184091	151.889251	75.537745	55.444186	77.715718	76.651459	273.093911	89.497877	138.409374	131.674243	33.042255	161.392854	146.515257	134.467885	223.118215	108.998546	90.701863	null	132.50143	98.949123	103.353536	118.5155	141.301482	134.709231	76.871189
1,967	89.40354	86.247279	72.930591	91.614755	54.829873	151.948616	96.89146	59.139232	338.483536	90.231408	81.067074	83.405137	55.426291	117.793082	92.27743	160.921654	27.754518	93.463969	89.949564	89.138318	213.620689	180.256991	121.966178	139.64584	132.930361	101.153015	153.832419	87.452453	75.052837	98.184091	151.889251	75.537745	55.444186	77.715718	76.651459	273.093911	89.497877	138.409374	131.674243	33.042255	161.392854	146.515257	134.467885	223.118215	108.998546	90.701863	null	132.50143	98.949123	103.353536	118.5155	141.301482	134.709231	76.871189
1,968	89.40354	86.247279	72.930591	91.614755	54.829873	151.948616	96.89146	59.139232	338.483536	90.231408	81.067074	83.405137	55.426291	117.793082	92.27743	160.921654	27.754518	93.463969	89.949564	89.138318	213.620689	180.256991	121.966178	139.64584	132.930361	101.153015	153.832419	87.452453	75.052837	98.184091	151.889251	75.537745	55.444186	77.715718	76.651459	273.093911	89.497877	138.409374	131.674243	33.042255	161.392854	146.515257	134.467885	223.118215	108.998546	90.701863	null	132.50143	98.949123	103.353536	118.5155	141.301482	134.709231	76.871189
1,969	89.40354	86.247279	72.930591	91.614755	54.829873	151.948616	96.89146	59.139232	338.483536	90.231408	81.067074	83.405137	55.426291	117.793082	92.27743	160.921654	27.754518	93.463969	89.949564	89.138318	213.620689	180.256991	121.966178	139.64584	132.930361	101.153015	153.832419	87.452453	75.052837	98.184091	151.889251	75.537745	55.444186	77.715718	76.651459	273.093911	89.497877	138.409374	131.674243	33.042255	161.392854	146.515257	134.467885	223.118215	108.998546	90.701863	null	132.50143	98.949123	103.353536	118.5155	141.301482	134.709231	76.871189
1,970	89.40354	86.247279	72.930591	91.614755	54.829873	151.948616	96.89146	59.139232	338.483536	90.231408	81.067074	83.405137	55.426291	117.793082	92.27743	160.921654	27.754518	93.463969	89.949564	89.138318	213.620689	180.256991	121.966178	139.64584	132.930361	101.153015	153.832419	87.452453	75.052837	98.184091	151.889251	75.537745	55.444186	77.715718	76.651459	273.093911	89.497877	138.409374	131.674243	33.042255	161.392854	146.515257	134.467885	223.118215	108.998546	90.701863	null	132.50143	98.949123	103.353536	118.5155	141.301482	134.709231	76.871189
1,971	89.40354	86.247279	72.930591	91.614755	54.829873	151.948616	96.89146	59.139232	338.483536	90.231408	81.067074	83.405137	55.426291	117.793082	92.27743	160.921654	27.754518	93.463969	89.949564	89.138318	213.620689	180.256991	121.966178	139.64584	132.930361	101.153015	153.832419	87.452453	75.052837	98.184091	151.889251	75.537745	55.444186	77.715718	76.651459	273.093911	89.497877	138.409374	131.674243	33.042255	161.392854	146.515257	134.467885	223.118215	108.998546	90.701863	null	132.50143	98.949123	103.353536	118.5155	141.301482	134.709231	76.871189
1,972	89.40354	86.247279	72.930591	91.614755	54.829873	151.948616	96.89146	59.139232	338.483536	90.231408	81.067074	83.405137	55.426291	117.793082	92.27743	160.921654	27.754518	93.463969	89.949564	89.138318	213.620689	180.256991	121.966178	139.64584	132.930361	101.153015	153.832419	87.452453	75.052837	98.184091	151.889251	75.537745	55.444186	77.715718	76.651459	273.093911	89.497877	138.409374	131.674243	33.042255	161.392854	146.515257	134.467885	223.118215	108.998546	90.701863	null	132.50143	98.949123	103.353536	118.5155	141.301482	134.709231	76.871189
1,973	89.40354	86.247279	72.930591	91.614755	54.829873	151.948616	96.89146	59.139232	338.483536	90.231408	81.067074	83.405137	55.426291	117.793082	92.27743	160.921654	27.754518	93.463969	89.949564	89.138318	213.620689	180.256991	121.966178	139.64584	132.930361	101.153015	153.832419	87.452453	75.052837	98.184091	151.889251	75.537745	55.444186	77.715718	76.651459	273.093911	89.497877	138.409374	131.674243	33.042255	161.392854	146.515257	134.467885	223.118215	108.998546	90.701863	null	132.50143	98.949123	103.353536	118.5155	141.301482	134.709231	76.871189
1,974	89.40354	86.247279	72.930591	91.614755	54.829873	151.948616	96.89146	59.139232	338.483536	90.231408	81.067074	83.405137	55.426291	117.793082	92.27743	160.921654	27.754518	93.463969	89.949564	89.138318	213.620689	180.256991	121.966178	139.64584	132.930361	101.153015	153.832419	87.452453	75.052837	98.184091	151.889251	75.537745	55.444186	77.715718	76.651459	273.093911	89.497877	138.409374	131.674243	33.042255	161.392854	146.515257	134.467885	223.118215	108.998546	90.701863	null	132.50143	98.949123	103.353536	118.5155	141.301482	134.709231	76.871189
1,975	89.40354	86.247279	72.930591	91.614755	54.829873	151.948616	96.89146	59.139232	338.483536	90.231408	81.067074	83.405137	55.426291	117.793082	92.27743	160.921654	27.754518	93.463969	89.949564	89.138318	213.620689	180.256991	121.966178	139.64584	132.930361	101.153015	153.832419	87.452453	75.052837	98.184091	151.889251	75.537745	55.444186	77.715718	76.651459	273.093911	89.497877	138.409374	131.674243	33.042255	161.392854	146.515257	134.467885	223.118215	108.998546	90.701863	null	132.50143	98.949123	103.353536	118.5155	141.301482	134.709231	76.871189
1,976	89.40354	86.247279	72.930591	91.614755	54.829873	151.948616	96.89146	59.139232	338.483536	90.231408	81.067074	83.405137	55.426291	117.793082	92.27743	160.921654	27.754518	93.463969	89.949564	89.138318	213.620689	180.256991	121.966178	139.64584	132.930361	101.153015	153.832419	87.452453	75.052837	98.184091	151.889251	75.537745	55.444186	77.715718	76.651459	273.093911	89.497877	138.409374	131.674243	33.042255	161.392854	146.515257	134.467885	223.118215	108.998546	90.701863	null	132.50143	98.949123	103.353536	118.5155	141.301482	134.709231	76.871189
1,977	89.40354	86.247279	72.930591	91.614755	54.829873	151.948616	96.89146	59.139232	338.483536	90.231408	81.067074	83.405137	55.426291	117.793082	92.27743	160.921654	27.754518	93.463969	89.949564	89.138318	213.620689	180.256991	121.966178	139.64584	132.930361	101.153015	153.832419	87.452453	75.052837	98.184091	151.889251	75.537745	55.444186	77.715718	76.651459	273.093911	89.497877	138.409374	131.674243	33.042255	161.392854	146.515257	134.467885	223.118215	108.998546	90.701863	null	132.50143	98.949123	103.353536	118.5155	141.301482	134.709231	76.871189
1,978	89.40354	86.247279	72.930591	91.614755	54.829873	151.948616	96.89146	59.139232	338.483536	90.231408	81.067074	83.405137	55.426291	117.793082	92.27743	160.921654	27.754518	93.463969	89.949564	89.138318	213.620689	180.256991	121.966178	139.64584	132.930361	101.153015	153.832419	87.452453	75.052837	98.184091	151.889251	75.537745	55.444186	77.715718	76.651459	273.093911	89.497877	138.409374	131.674243	33.042255	161.392854	146.515257	134.467885	223.118215	108.998546	90.701863	null	132.50143	98.949123	103.353536	118.5155	141.301482	134.709231	76.871189
1,979	89.40354	86.247279	72.930591	91.614755	54.829873	151.948616	96.89146	59.139232	338.483536	90.231408	81.067074	83.405137	55.426291	117.793082	92.27743	160.921654	27.754518	93.463969	89.949564	89.138318	213.620689	180.256991	121.966178	139.64584	132.930361	101.153015	153.832419	87.452453	75.052837	98.184091	151.889251	75.537745	55.444186	77.715718	76.651459	273.093911	89.497877	138.409374	131.674243	33.042255	161.392854	146.515257	134.467885	223.118215	108.998546	90.701863	null	132.50143	98.949123	103.353536	118.5155	141.301482	134.709231	76.871189
1,980	89.40354	86.247279	72.930591	91.614755	54.829873	151.948616	96.89146	59.139232	338.483536	90.231408	81.067074	83.405137	55.426291	117.793082	92.27743	160.921654	27.754518	93.463969	89.949564	89.138318	213.620689	180.256991	121.966178	139.64584	132.930361	101.153015	153.832419	87.452453	75.052837	98.184091	151.889251	75.537745	55.444186	77.715718	76.651459	273.093911	89.497877	138.409374	131.674243	33.042255	161.392854	146.515257	134.467885	223.118215	108.998546	90.701863	null	132.50143	98.949123	103.353536	118.5155	141.301482	134.709231	76.871189
1,981	103.258474	86.247279	62.360084	81.468934	53.486984	112.428387	211.277211	52.24441	327.633341	88.369222	65.407442	82.042968	57.23367	108.663062	92.27743	165.433476	27.754518	93.463969	89.949564	89.138318	249.48516	134.9691	108.106385	139.64584	177.769557	88.486624	136.21802	80.590954	75.052837	97.330316	181.55858	69.526592	60.91208	69.244774	72.554571	289.447974	76.200686	112.489205	139.483887	26.749359	161.392854	153.151768	134.467885	223.118215	108.998546	79.36413	null	132.50143	98.949123	107.249345	114.374597	141.301482	99.083649	65.491805
1,982	88.001508	86.247279	78.890293	74.320692	53.790143	119.638382	131.495553	84.44171	350.786957	107.316646	69.956508	80.321125	80.484848	104.140818	92.27743	150.394069	27.754518	93.463969	89.949564	89.138318	231.513771	127.40745	72.763913	139.64584	169.429884	81.964763	125.087762	82.884362	75.052837	108.616151	185.986838	71.253396	61.99444	65.574238	75.754547	253.783367	71.708596	132.743494	118.878313	39.422677	161.392854	133.016099	134.467885	223.118215	108.998546	69.882276	null	132.50143	98.949123	109.235444	113.553727	141.301482	72.772446	66.476241
1,983	89.35019	86.247279	79.620464	68.993828	61.618677	139.585443	96.89146	64.884186	337.907557	91.222962	85.420578	82.242742	74.403771	110.67796	92.27743	150.394069	27.754518	93.463969	89.949564	89.138318	227.919493	102.511742	99.174519	139.64584	170.593963	77.701323	119.801637	81.39376	69.669382	117.820909	172.93513	77.451128	59.116594	67.000893	68.179093	256.541398	69.99193	155.130789	112.729435	49.139764	161.392854	129.259996	134.467885	223.118215	108.998546	70.567613	null	132.50143	98.949123	110.385291	107.87604	211.390946	93.349642	73.87661
1,984	74.20061	86.247279	83.166463	75.26719	71.969904	174.703384	96.89146	59.274769	349.865603	90.639695	58.48186	77.163705	79.323858	132.750933	92.27743	143.300009	27.754518	93.463969	89.949564	89.138318	197.073246	81.508396	76.838692	139.64584	282.951768	87.393005	120.293458	73.391282	71.771424	125.808768	177.683854	80.9235	61.919061	68.33382	67.839005	250.768314	72.05022	136.585742	112.273962	51.160663	161.392854	149.684131	134.467885	223.118215	108.998546	74.766699	null	132.50143	98.949123	119.273296	108.218504	252.895267	98.306523	86.155919
1,985	72.280932	86.247279	79.328011	90.854834	71.837572	159.992215	96.89146	56.925464	334.961981	99.087011	69.065095	84.058894	63.967043	146.406303	92.27743	141.717488	27.754518	93.463969	89.949564	89.138318	159.078503	84.352519	71.793728	139.64584	263.328715	77.017896	117.429328	78.768037	73.326578	113.758119	155.62164	78.633212	67.544928	67.450261	66.980283	244.800944	85.360742	123.633646	104.233883	35.368538	161.392854	151.343601	134.467885	223.118215	108.998546	76.184034	null	132.50143	98.949123	120.620547	106.84865	269.936959	112.718237	87.790906
1,986	35.604058	61.887053	69.717003	90.694838	81.498487	194.920269	96.89146	75.177756	304.72601	90.639695	68.001067	84.047953	38.15578	150.780808	92.27743	122.770669	32.285661	93.463969	89.949564	89.138318	99.148652	97.417991	78.827573	139.64584	225.981613	85.859794	109.386223	73.648171	73.21848	132.040674	134.680124	72.678464	71.567756	73.105695	70.439704	250.993825	76.995079	135.85224	51.049846	45.848105	161.392854	159.346375	100.850914	223.118215	108.998546	77.982471	null	132.50143	98.949123	119.359705	111.232184	252.501144	123.524283	88.50434
1,987	33.512459	61.623953	66.582381	97.786334	90.145691	117.839896	96.89146	66.104579	316.487586	86.413926	62.487467	83.893098	42.243899	123.900871	92.27743	88.162041	29.17743	93.463969	89.949564	89.138318	95.142646	98.850608	76.789151	124.813634	216.676488	78.193741	74.845066	66.093125	73.110382	111.183112	127.692456	82.316051	71.930431	80.980234	69.966811	245.556503	71.622738	135.325359	52.744335	23.080798	146.562159	156.073088	102.579554	223.118215	108.998546	80.291763	null	132.50143	98.949123	113.984812	111.471908	163.964286	154.741749	87.695727
1,988	30.485835	77.394384	72.824945	110.944211	95.152129	143.374943	96.89146	62.43438	361.093767	95.942257	65.707764	95.804375	34.749014	113.346815	92.27743	72.189153	29.949319	93.463969	89.949564	89.138318	97.234434	98.850608	73.254456	111.119895	164.893391	81.405353	118.678576	67.068118	73.002284	111.183112	120.271489	83.346862	66.386856	81.184959	78.716145	222.148909	82.001835	120.891396	44.269789	28.311205	198.347456	154.14626	106.007381	223.118215	108.998546	79.784046	null	132.50143	78.835935	116.517807	114.15454	163.876133	189.105803	88.333392
1,989	31.379848	88.020252	69.396174	112.176924	100.235862	116.79697	96.89146	48.986349	384.161628	78.21184	64.413451	113.834742	43.640673	95.875674	92.27743	71.290695	35.522561	93.463969	89.949564	89.138318	95.476479	98.850608	61.556598	123.058947	172.062669	79.702615	117.429328	68.043111	72.894186	83.078846	128.47775	84.808674	74.533627	78.41586	75.822795	208.580397	82.54297	111.052531	55.004807	23.710795	78.738181	158.963331	92.389794	223.118215	108.998546	75.870112	null	132.50143	74.037226	114.415682	113.012995	156.575772	100.729899	87.068861
1,990	39.27045	68.387279	90.357163	107.660815	100.280952	84.409587	96.89146	59.907274	308.472641	93.142099	62.662994	85.471024	36.199073	83.084568	92.27743	76.114072	27.686325	93.463969	89.949564	89.138318	109.264447	98.850608	58.21113	124.113506	155.085421	70.447595	117.429328	69.018104	72.786088	95.378831	137.849068	87.462437	74.66604	77.826267	72.19395	198.900767	73.966287	99.119711	64.29753	23.363211	74.028846	159.284469	93.993916	223.118215	108.998546	74.927626	null	132.50143	66.292197	116.517807	104.696021	124.600467	125.257707	88.333392
1,991	43.114429	46.129103	79.574066	100.735102	96.360884	89.74708	96.89146	75.638893	349.307137	90.30447	56.747614	80.198412	36.330938	90.637711	92.27743	93.996293	25.02535	93.463969	89.949564	89.138318	99.391154	98.850608	59.387113	119.199956	135.559753	79.023183	104.171178	69.993098	72.67799	84.940656	146.437913	82.383973	79.857458	79.122799	75.486069	202.310495	60.651053	91.540592	54.042919	47.104683	75.501718	158.550439	85.962678	223.118215	108.998546	75.618331	null	132.50143	68.767215	109.027377	99.76415	114.570665	92.444457	89.101766
1,992	37.485429	48.37149	71.935436	92.34051	97.563819	64.449032	96.89146	47.526067	364.635106	84.990338	57.280178	96.242519	34.922239	94.377617	92.27743	93.996293	27.75763	93.463969	89.949564	89.138318	93.874077	98.850608	55.357644	95.106782	110.775301	81.379119	118.391863	70.968091	72.569892	83.783758	118.824924	73.543684	84.247929	78.25112	78.242455	160.727893	59.67665	86.159597	47.250639	40.157737	68.300812	159.284469	102.420458	223.118215	108.998546	73.662684	null	132.50143	60.463735	111.440197	93.201314	102.961632	76.591151	90.586795
1,993	31.097147	44.769358	69.543721	93.77051	92.850061	79.229908	96.89146	54.561702	355.680195	77.088045	50.861892	89.231749	35.678132	44.964026	92.27743	92.835845	23.232555	93.955536	89.949564	75.767571	90.536533	98.850608	51.93346	87.839545	149.84877	95.27528	117.429328	71.943084	72.461794	84.34906	106.121902	71.044989	92.278318	76.090861	74.966394	153.496321	63.182501	87.692981	43.157143	46.855374	76.873289	154.14626	112.364192	223.118215	108.998546	74.416756	null	132.50143	61.697688	79.065655	91.189333	97.037506	74.622858	88.154935
1,994	30.485835	49.753533	68.005143	98.263341	102.795298	112.762898	96.89146	62.484771	259.766434	64.608543	37.279455	65.931099	30.660895	71.373619	92.27743	90.236442	27.180895	98.372249	89.949564	80.867753	82.935665	98.850608	54.852796	102.048883	132.644489	107.684955	117.429328	72.918077	72.353696	91.499217	83.062083	65.465747	74.452436	74.956336	67.734283	184.347053	70.47224	71.520973	40.771757	52.513964	84.923868	123.041747	113.733409	223.118215	108.998546	77.02787	null	132.50143	66.536723	83.062199	89.497159	112.403735	91.602975	88.750576
1,995	30.744628	58.603921	90.02915	98.020928	110.553573	107.630068	96.89146	66.653755	250.634021	77.146147	62.814969	79.081048	29.780121	70.855811	92.27743	87.438412	27.026458	96.480475	89.949564	107.651661	87.520106	98.850608	62.091873	91.446402	109.244587	104.325307	117.429328	73.893071	72.245598	93.799171	98.257198	71.121068	78.418273	74.351321	75.715092	171.695495	65.876225	72.91862	40.359921	63.940354	73.28108	144.512119	123.937528	223.118215	108.998546	76.138741	null	132.50143	60.45127	86.621791	91.86083	168.628655	114.838329	87.645665
1,996	35.868733	62.789915	79.519934	102.854529	103.492954	78.265637	96.89146	60.650541	216.805062	76.503895	62.153666	53.30451	36.724938	68.833817	92.27743	83.552261	27.456276	93.237434	89.949564	81.875196	102.820824	98.850608	63.200656	79.783672	108.226488	108.707794	117.429328	74.868064	72.1375	96.086955	104.50689	71.863298	71.930431	76.1849	77.819992	130.878427	72.089393	63.69006	63.134448	53.607015	91.12343	153.21204	123.937528	223.118215	108.998546	77.174288	null	132.50143	58.78742	80.723142	95.090732	134.836051	92.190443	88.417051
1,997	37.573838	49.568804	83.685173	107.716743	102.724339	72.080884	96.89146	64.197716	194.824826	77.095367	64.131874	66.727093	36.421426	68.153381	92.27743	80.568251	27.124736	95.721308	89.949564	90.509677	101.920782	98.850608	66.360689	89.035938	103.417382	114.503608	117.429328	75.843057	72.029402	99.787097	108.935148	69.136723	78.982434	76.774148	80.577953	131.662743	73.313863	60.050628	47.289643	75.852103	99.743692	116.826639	117.1773	223.118215	108.998546	76.547524	null	132.50143	60.885877	87.388356	92.495484	133.418347	85.82463	87.808059
1,998	27.043886	32.164547	83.711635	109.711497	105.080775	79.735463	96.89146	61.556098	160.645032	83.990451	65.78965	64.998582	22.435599	67.758289	92.27743	73.707984	27.304444	90.384475	89.949564	106.965982	71.82337	98.850608	72.304352	81.639106	92.790605	110.377352	117.429328	76.81805	71.921304	110.457103	95.869504	72.525778	79.283319	79.122799	90.014227	132.600512	76.086881	59.456067	31.876101	64.081949	89.311316	120.636203	132.100145	223.118215	108.998546	74.70688	null	132.50143	60.710525	100.366824	92.465178	118.879168	68.344828	88.160363
1,999	31.562024	43.534341	84.445947	109.711497	94.851515	76.282703	96.89146	51.811697	139.16059	79.637437	70.451556	102.852795	36.871691	68.638267	92.27743	72.847127	58.074453	91.175111	89.949564	89.138318	73.295075	98.850608	63.784537	78.499141	104.299206	98.49404	116.321504	77.793043	71.813206	104.729697	98.686894	65.533976	79.621105	81.445044	88.314929	133.784445	75.188052	56.008759	43.295188	54.159147	83.339267	106.223561	122.769477	223.118215	108.998546	73.271063	null	132.50143	61.131654	99.746305	93.274637	103.158515	52.757411	87.948345
2,000	53.104358	72.557235	84.445947	109.711497	84.409147	65.80111	96.89146	73.73203	129.883217	83.290531	72.902045	99.146388	57.23367	58.078533	92.27743	75.197035	73.511966	94.858954	89.949564	71.310655	69.771273	98.850608	58.21113	102.048883	106.344289	100.425295	117.429328	78.768037	71.705108	117.820909	92.993419	64.891486	76.725793	84.016992	85.013436	113.657581	79.744904	60.050628	72.647858	58.074266	73.28108	92.487756	120.557414	223.118215	108.998546	71.805642	null	132.50143	61.697688	87.388356	95.889814	85.524581	60.551119	90.586795
2,001	55.167154	66.425581	75.553621	109.302699	77.873682	54.589417	96.487187	72.262755	126.392773	71.06668	46.320438	99.612038	51.804042	64.929895	93.431212	71.965393	66.224372	98.384513	92.246694	65.665756	63.458854	98.561461	62.980036	99.013591	102.445599	95.806634	117.800695	79.344899	62.300118	106.643382	94.207049	62.430828	76.142838	82.754322	82.35999	110.06872	80.392781	60.212159	65.68923	52.924389	76.955607	91.775037	108.127603	209.189639	109.372694	73.102874	null	132.50143	60.54373	32.956408	97.034019	78.933986	57.385572	89.040589
2,002	53.827424	67.00431	75.047038	107.285613	76.891862	55.625837	95.95375	76.527912	123.159018	68.8387	44.37966	98.481939	51.847155	83.166543	93.090129	70.299975	67.31778	87.377925	94.100419	67.13421	64.3204	107.581881	79.066926	99.207802	94.539257	92.383177	119.22616	82.493741	62.058289	102.324337	86.32592	67.484067	75.686232	87.589675	85.870029	103.952584	80.525687	61.216094	66.904662	53.806574	99.830925	90.396699	106.183754	215.681614	108.547773	76.887896	null	132.50143	61.635864	26.598226	99.9718	81.143753	55.904986	87.558232
2,003	61.624855	73.687911	81.69695	104.048364	93.186143	56.802613	90.265858	78.333318	129.785219	83.066848	50.512164	95.786442	56.491041	79.669611	95.398244	73.03281	74.361071	87.938264	91.781537	70.196573	70.780594	101.274887	75.737294	98.712106	70.827944	91.560475	111.360726	85.430548	68.730704	100.855274	81.807401	80.766124	72.406748	121.19757	89.633564	105.266562	78.79478	61.694621	74.134243	54.114954	92.989051	91.127339	103.952487	202.108034	112.317491	77.321941	null	132.50143	62.948421	21.279451	109.444864	81.418626	58.101791	88.273135
2,004	68.88722	88.2764	82.808427	103.347291	85.790477	59.236707	84.812691	84.386869	131.216354	98.206049	44.094257	98.820307	67.057571	75.512217	93.194223	79.466064	87.780378	87.043065	93.651616	73.332644	82.800641	99.882227	70.971676	106.669711	86.058304	91.517647	103.650223	87.493119	84.286471	94.83037	78.444142	75.863927	73.796437	117.024976	88.988817	112.945792	80.405895	66.895442	86.581274	61.790093	90.545192	90.274548	103.728589	194.841239	113.853055	78.501428	null	132.50143	63.899083	25.789453	113.61731	79.732502	69.692216	89.931796
2,005	87.7	121.3	112.3	108.5	80.6	76.2	83	107	107.8	123.7	80.7	92.6	108.3	81.8	100.1	110.6	143.5	167.4	93.5	76.7	103.1	117.8	81.8	108.7	133.8	86.8	94.8	126.4	108.7	89.3	83.5	65.4	71.2	106.7	84.5	116.6	99	86.1	120.5	72	117.7	99.8	69.4	172.5	87.1	79.7	null	132.50143	77.3	20.1	113	81.2	86.9	90.3
2,006	101	141.3	120.1	94.9	81	83.3	86.7	108.8	94.1	138.6	65.7	122.5	124.4	83	105.7	108.3	159.4	130.2	96	77.9	122.7	101.5	88.5	135.2	115.5	89.2	88.6	133.9	123.3	87.6	89	72.9	74.8	100.8	85.3	140	105	100.7	131.9	107.1	112	100.6	72.4	156.4	88.3	84.6	null	132.50143	85.8	90.2	110.8	84.4	123	95.5
2,007	100.7	151.5	124.4	93	83.1	84.2	85.1	110.6	110	144	78.8	121	128.8	87	105.9	106.3	165.7	124	89.4	82.8	126.3	112.3	94.4	133.3	120.3	85.7	84.1	136	129.3	88.2	85.4	75	74.6	100.3	83.6	135.5	107.5	123.8	135.5	104.8	113.5	102.2	85.3	155.2	95.2	87.3	null	132.50143	86.9	94.4	114.9	86.9	120.6	104.7
2,008	122.9	181.9	122.4	73.9	80.1	85.5	87.2	112.4	121.5	160.9	71.6	102.3	151.3	89.7	104.9	118.2	191.5	68.2	88.3	83.4	139	106.2	97.3	121.4	115.3	85.2	74.9	140.5	159.5	80.1	77	75.6	88.1	88.9	98.6	125.1	92.3	112.2	154.9	85.3	96.2	101	85.2	128.4	88.8	89.4	null	132.50143	86.5	100.9	118	86.6	108.1	86
2,009	90.9	125.6	111.3	67.9	83.9	90.7	93	108.1	124.4	112.2	68.1	90.4	107.2	94.3	100.3	101.9	130.5	115.1	103.8	92	104	98.5	111	104.5	115.1	96.9	76.7	120.5	107.1	83.1	99.7	88	107.3	94	90.5	104.4	90	100.7	113	85.6	108.9	97	87.6	118.1	85.5	95.1	null	132.50143	94.1	101.2	112.4	92.9	97.7	94
2,010	119.5	154.1	118.7	71.2	105.2	108.7	92.5	114.8	128.5	137.7	72	102.7	126.4	101	102	101.3	139.5	114.4	104.4	97.7	124	97.9	117.5	122.2	112.9	92.8	74	136	132.7	84.8	101.6	105.5	143.2	84.9	89.2	113.9	91.4	100.9	132.6	99	99	97.8	86.4	121.9	94.8	101.4	null	132.50143	102.7	96.8	108.2	98.3	121.8	104.3
2,011	139.4	195.6	121	80.8	121.1	129	93.5	115.2	125.2	159.4	75.7	108.2	148.9	100	105.5	104.8	153.6	118.1	103.2	106.6	145.7	97.3	116.2	124.1	98.5	90	79	156.4	153.4	85.9	100.6	118.5	141.6	82.9	89.2	109.8	95.9	109.1	152.1	100.6	99.4	98.7	91.2	124.8	94.5	105	null	132.50143	103.3	96.3	108.2	102.8	125.1	104.1
2,012	154.5	199.2	120.7	85.5	116.5	111.6	95.3	108.7	120.1	162.6	78.2	107.8	149.2	88.7	108.4	105.7	152	125.1	101.6	99.5	146.7	97.6	112.6	115.9	98.6	90.4	85.1	139	167	89	93.1	116.9	126.2	83.6	105.3	100.5	96.2	105.3	153.1	93	95.5	97.5	93.6	122	97.1	104.3	null	132.50143	101.2	95.8	103.9	93.5	115	94.7
2,013	150.4	195.1	114.7	76.6	105.8	97.9	93.9	108.1	116.3	164.1	83.4	100.5	146.6	87.7	108.5	105.7	157.5	113.7	98.6	94.8	145.5	99.8	107.6	108.6	101.3	88.7	81.5	124.3	167.4	90	95.7	106.3	132.4	88.7	104.4	100.2	91.3	109.2	154.2	89.5	98.3	95.8	102.5	120.9	102.4	98.7	null	125.499018	95.8	90	108.8	90	110.3	92.9
2,014	143.4	174.9	112.2	88.9	97.7	95.8	95.1	109.6	124.4	151.2	89.1	105	137.4	94.4	108.9	104.7	144.9	105.8	97	101	138.3	103.6	107.2	104	94.4	87.6	88.2	106.3	150.6	98.1	96.6	98.9	116.2	88.1	103	96.9	97.1	103	146.2	97.2	103.7	96.5	99.5	119.9	108.8	97.5	null	128.758378	94.5	88.5	108.8	96.7	106.8	99.1
2,015	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	null	100	100	100	100	100	100	100
2,016	82.5	84.9	102.8	110.1	110.9	104.3	104.5	95.8	100.7	88	99.6	94.5	92.4	98.8	98.7	100.1	85	91.6	112.6	102.1	93.2	98.5	100.7	100.9	107.7	97.4	106	101.9	84.7	93.5	104.6	108.8	101.2	106.7	100.4	101.3	103.7	90.9	88.8	100.1	137.6	99.8	98.3	107.4	93.9	103.8	null	96.103263	108.8	104.6	101.3	102.7	96.2	101.9
2,017	93.9	105	105.1	94.5	109.3	103.7	100.7	92.7	101.9	100	89	115.5	101.3	85.4	100.5	100.2	99.5	100.4	105.8	98.2	103.1	100	94.8	105.7	97.6	100.7	100.1	100.9	100.2	89.3	99.9	105.6	108.8	99.9	95.5	108.1	105.3	93.1	100.3	109.5	111.3	101.4	95	111	101.9	108.5	null	107.671572	103.7	101.8	97.4	98.2	106.6	100.5
2,018	111	132.4	107.5	89.6	105.9	94.8	101.6	96.5	100	115.8	74	123.7	112.1	86.3	101.3	101.9	117.2	100.5	97.7	92.2	116.3	103	99.5	105.3	98.6	95.8	95.6	99.9	125.3	84.5	95.9	101.7	106.2	94.3	92.9	111	103.5	99.5	114.9	105.1	115.3	102.5	95.3	110.5	102.9	106.3	null	106.507115	100.4	101	96.9	93.9	105	98.4
2,019	101.7	121.6	102	89.2	112.7	96.4	102.1	93.3	95.8	112.7	71.2	114.5	103.7	87.3	102.6	100.9	103	89.4	99.4	92.2	108.4	100.2	100	104.4	90.8	94.2	94.6	105.4	114.8	84.2	92.5	109.7	120.2	97.3	93.5	98.1	102.5	103.1	105.4	107.7	119.1	106.1	94.6	106.7	105.5	112	null	113.2201	102.4	101.8	97	96.7	100.8	100
2,020	72.9	79.1	100.8	87.9	138.3	108.2	101.7	84.9	107.5	96.2	71.1	114.8	79.1	91.2	101.7	98.1	74.9	90.1	101.8	101.6	86	100.7	99.5	113.8	96.2	98.4	97.4	114.8	74	85.8	92	141.4	134.8	101.6	98	96.5	105.9	100.5	78.8	116.3	123.1	111.1	91	102.8	112	123.6	null	116.87864	117.7	99.7	100.1	106.3	105.2	107.1
2,021	99.4	128.9	108.4	79.3	113.5	104.9	94.6	107.3	105.3	138.7	69.9	149.2	112	85.9	98.4	103.3	133.2	93.7	93.8	102.8	115.9	100.9	108.9	121.3	91.1	91.7	85.6	133.9	115.1	84.3	84.1	124.1	142.5	93.6	93.9	123.8	99.8	102.4	121	113.4	105	111.6	90.1	114.5	120.9	128.4	null	99.797796	108.6	104.5	95.4	105.8	128.3	96.6
2,022	150.8	167.3	113	77.3	97.3	101.7	90	124.4	96.5	158.6	64.9	139.1	126.7	80.8	91.9	118.7	195.7	100.5	81.9	100.5	135.4	95.6	111.1	121.7	93.3	86.5	78.7	113.9	146.2	85.3	77.9	103.4	108	74.7	88.1	154.9	99.9	103.8	147.2	113.8	102.6	111	90.7	111.1	117	118.1	null	99.797796	98.2	106.6	88.5	104.1	116.9	94
2,023	98.8	129.2	102.1	82.1	107.3	103.7	95	109.7	101.2	144	65.3	133.6	113.7	91.8	94.3	110.2	127.4	95.7	92.8	103.1	118.8	100.3	117.8	113.2	115.7	91.9	84.7	116.6	125.5	84.7	87.8	117.6	114.9	88.2	90.8	121.8	104.5	108	127.7	115	107.2	112.8	94.5	103.6	117.4	113.8	null	99.797796	105.7	107.5	92.5	104.4	116.5	99.1
2,024	98.8	129.2	102.1	82.1	107.3	103.7	95	109.7	101.2	144	65.3	133.6	113.7	91.8	94.3	110.2	127.4	95.7	92.8	103.1	118.8	100.3	117.8	113.2	115.7	91.9	84.7	116.6	125.5	84.7	87.8	117.6	114.9	88.2	90.8	121.8	104.5	108	127.7	115	107.2	112.8	94.5	103.6	117.4	113.8	null	99.797796	105.7	107.5	92.5	104.4	116.5	99.1

Africa: Net barter terms of trade index (2015 = 100)

Dataset summary

This dataset provides values for "Net barter terms of trade index (2015 = 100)" across African countries, standardized and made ML-ready.
Geographic scope: 54 African countries.
Temporal coverage: 1960–2024 (annual).
Units: As defined by the World Bank indicator.

Source & licensing

Source: World Bank – World Development Indicators (WDI), Indicator code: TT.PRI.MRCH.XD.WD.
License: World Bank Open Data terms. Users are responsible for compliance with the World Bank Data Terms of Use.

Intended uses

Cross-country analyses and visualization related to trade, logistics, and economic indicators.
As an input feature for ML models in trade, development, and economic domains.
Educational and exploratory data analysis.

Use with caution for early years and countries with imputed values.

Processing summary

Missing values in the pivot were handled via:

Linear interpolation along years (limit_direction="both")
Forward fill
Backward fill Countries with no observations across all years remain entirely NaN.

Coverage and data quality notes

Earliest non-missing observation (across all countries): 1980.
Countries with no observations (all NaN in pivot):
- South Sudan.

Downloads last month: 12

Number of rows:

Total file size:

45 kB