Datasets:

electricsheepasia
/

asia-poverty-relative-wealth-index

quadkey int64 12,032B 12,211B	latitude float64 35.8 42.1	longitude float64 25.7 44.8	rwi float64 -1.25 1.92	error float64 0.35 0.92
12,211,033,003,023	37.51844	38.17749	0.128	0.486
12,211,001,202,033	40.254376	35.233154	-0.487	0.45
12,210,133,013,122	37.51844	32.969971	0.132	0.485
12,211,023,112,121	37.535866	36.331787	-0.293	0.493
12,210,101,313,110	40.304665	30.904541	0.028	0.507
12,211,033,310,330	37.046408	39.16626	0.886	0.556
12,211,112,331,300	39.019183	43.516846	-0.262	0.393
12,211,121,031,221	38.436379	41.341553	-0.574	0.439
12,211,032,133,033	37.239075	37.869873	0.89	0.571
12,211,023,010,233	37.588118	35.584717	-0.324	0.476
12,211,000,333,002	40.019201	34.991455	0.356	0.476
12,210,031,002,013	38.659777	26.795654	0.478	0.48
12,210,100,223,022	39.985538	28.311768	-0.206	0.496
12,210,031,301,211	38.195021	27.674561	0.285	0.472
12,211,120,203,330	38.022131	39.693604	-0.378	0.498
12,210,121,111,233	38.694085	30.838623	-0.11	0.479
12,211,100,110,000	40.971603	40.440674	-0.256	0.539
12,210,122,120,201	37.361425	28.861084	-0.438	0.465
12,210,132,302,230	36.905979	31.695557	-0.291	0.497
12,210,122,032,311	37.22158	28.641357	-0.382	0.551
12,033,223,033,030	41.599013	35.738525	0.357	0.472
12,210,033,211,023	37.099002	27.279053	1.229	0.582
12,210,103,322,212	38.865374	30.289307	-0.433	0.504
12,210,030,310,310	38.195021	26.51001	-0.114	0.472
12,211,030,132,221	38.298559	37.650147	-0.057	0.476
12,033,222,132,121	41.599013	34.925537	-0.243	0.416
12,210,131,010,233	38.694085	32.772217	0.085	0.508
12,211,030,031,013	38.522384	37.166748	0.486	0.438
12,211,002,312,021	39.18969	34.837647	0.24	0.498
12,210,113,010,032	39.85072	32.750244	1.202	0.577
12,211,000,132,311	40.505446	34.969482	-0.426	0.466
12,210,101,222,111	40.036026	29.696045	0.137	0.506
12,210,122,023,321	37.186578	28.421631	0.415	0.535
12,211,130,003,032	38.625454	42.418213	0.395	0.494
12,210,111,312,220	40.20405	33.409424	-0.301	0.611
12,033,223,331,000	41.236511	36.397705	0.862	0.467
12,210,120,001,133	38.76265	28.465576	0.235	0.517
12,210,131,222,311	37.779398	32.508545	0.977	0.526
12,210,031,122,200	38.333038	27.432861	0.153	0.471
12,211,112,203,311	39.155622	42.528076	0.732	0.506
12,210,132,202,003	36.993778	30.970459	0.074	0.504
12,211,012,022,111	39.495563	36.727295	-0.554	0.507
12,032,233,222,121	41.071069	26.8396	-0.278	0.508
12,210,131,220,000	37.987504	32.354736	-0.364	0.461
12,211,033,110,031	37.675125	39.100342	0.173	0.521
12,032,323,333,020	41.071069	30.772705	-0.077	0.504
12,211,110,032,331	40.472024	42.703857	-0.314	0.616
12,211,010,121,203	40.622291	37.474365	-0.615	0.42
12,211,022,331,032	36.81808	35.0354	0.602	0.502
12,032,232,330,023	41.186922	26.400147	-0.212	0.52
12,210,031,113,113	38.659777	28.114014	0.11	0.501
12,211,032,320,331	36.765291	37.43042	-0.265	0.516
12,210,120,001,331	38.711232	28.465576	-0.179	0.474
12,210,100,302,302	40.22083	28.927002	1.213	0.498
12,210,110,111,021	40.938414	32.200928	-0.474	0.558
12,211,121,223,020	37.814123	40.968018	-0.36	0.619
12,210,130,033,211	38.333038	31.541748	-0.317	0.463
12,211,033,330,022	36.81808	39.034424	0.541	0.516
12,211,032,311,201	37.081475	37.825928	-0.121	0.51
12,032,323,332,303	41.021355	30.706787	0.306	0.501
12,210,120,213,320	38.022131	28.751221	-0.347	0.466
12,211,033,323,113	36.712467	39.012451	-0.046	0.48
12,211,122,131,033	37.378887	40.682373	-0.359	0.572
12,211,001,021,113	40.688969	35.496826	-0.448	0.461
12,211,032,323,013	36.712467	37.518311	-0.164	0.487
12,211,030,031,230	38.436379	37.144775	-0.194	0.43
12,211,100,110,223	40.85537	40.462647	0.43	0.506
12,211,120,303,003	38.108627	40.286865	-0.224	0.497
12,210,111,313,111	40.304665	33.739014	0.323	0.459
12,210,121,212,330	38.022131	30.025635	0.057	0.458
12,033,332,232,030	41.071069	42.593994	-0.346	0.485
12,032,332,230,110	41.236511	31.431885	-0.015	0.513
12,211,001,011,233	40.85537	35.760498	-0.263	0.53
12,210,300,130,132	36.253133	29.32251	-0.289	0.612
12,211,121,210,010	38.264063	41.187744	-0.158	0.557
12,032,333,013,101	41.894099	32.991943	0.884	0.501
12,033,222,203,010	41.368564	33.980713	-0.701	0.409
12,211,002,313,003	39.206718	35.013428	0.41	0.545
12,211,033,122,021	37.256566	38.704834	0.346	0.447
12,211,120,301,131	38.22955	40.418701	-0.273	0.459
12,210,113,000,231	39.800095	32.420654	-0.239	0.527
12,211,130,212,011	38.125914	42.615967	0.407	0.523
12,211,112,103,322	39.647997	43.165283	-0.255	0.451
12,210,100,312,033	40.254376	29.256592	0.47	0.522
12,211,132,113,010	37.570705	43.4729	-0.264	0.432
12,211,112,002,310	39.698734	42.330322	-0.237	0.435
12,211,031,022,102	38.384727	38.067627	0.437	0.515
12,211,112,110,130	39.867587	43.38501	-0.165	0.45
12,211,120,330,300	37.918201	40.528565	-0.399	0.548
12,211,032,311,021	37.116526	37.825928	-0.615	0.531
12,033,233,332,330	41.004775	39.16626	0.034	0.508
12,032,233,212,100	41.368564	27.16919	0.504	0.532
12,210,102,203,021	39.18969	28.33374	-0.405	0.51
12,210,110,111,102	40.955011	32.266846	-0.022	0.475
12,211,130,130,131	38.505191	43.406982	0.894	0.493
12,211,000,101,031	40.938414	34.705811	-0.173	0.436
12,211,022,001,222	37.588118	33.936768	0.704	0.5
12,211,103,233,021	38.916681	41.341553	-0.572	0.434
12,210,300,112,002	36.430122	29.190674	-0.13	0.48
12,210,033,102,012	37.553287	27.476807	-0.317	0.447

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Relative Wealth Index

The Relative Wealth Index predicts the relative standard of living within countries using de-identified connectivity data, satellite imagery and other nontraditional data sources. The data is provided for 93 low and middle-income countries at 2.4km resolution. Please cite / attribute any use of thi

Resources

Resource Count: 112
Formats: csv
Last Updated: 2026-03-26

Coverage

dza, ago, aia, atg, arg, abw, bhs, bgd, brb, blz, ben, btn, bol, bwa, bra, vgb, brn, bfa, bdi, cpv, khm, cmr, cym, caf, tcd, chl, hkg, mac, col, com, cog, cri, civ, cod, dji, dma, dom, ecu, slv, gnq, eri, swz, eth, guf, gab, gmb, gha, grd, glp, gtm, gin, gnb, guy, hti, hnd, ind, idn, jam, jpn, jor, kaz, ken, kgz, lao, lso, lbr, lby, mdg, mwi, mys, mdv, mli, mtq, mrt, mus, myt, mex, mng, msr, moz, nam, npl, nic, ner, nga, pak, pan, pry, per, phl, pri, kor, reu, rou, rwa, shn, kna, lca, vct, stp, sen, srb, syc, sle, sgp, zaf, ssd, lka, sur, twn, tjk, tha, tls, tgo, tto, tun, tkm, tca, uga, tza, vir, ury, uzb, vnm, zmb, zwe

License

License ID: hdx-other

Citation

@dataset{{{slug}},
  title = {{{title}}},
  author = {{{org}}},
  year = {{{last_updated[:4] if updated else 'unknown'}}},
  URL = {{{hdx_url}}}
}

Curated into ML-ready Parquet format by Electric Sheep Asia.

Source: relative-wealth-index via HDX (Humanitarian Data Exchange)

Last updated: 2026-03-26

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