Datasets:

EconomicTermDevelopments
/

neurowage-economics

id int64 1 200	cohort int64 1 48	cognitive_performance_gap float64 0.11 0.98	stress_burden float64 0 0.88	health_constraint float64 0.12 0.8	learning_access_gap float64 0.07 0.76	task_complexity_match float64 0.09 0.93	wage_progression_dispersion float64 0.15 0.71	supportive_investment float64 0.03 0.91	neurowage_index float64 0.23 0.72
1	35	0.594012	0.616801	0.632184	0.646315	0.653238	0.656164	0.403449	0.58961
2	37	0.330544	0.506074	0.337568	0.246591	0.599645	0.192537	0.518242	0.352037
3	18	0.537175	0.478664	0.463604	0.306969	0.462829	0.379773	0.756939	0.433836
4	5	0.902187	0.627812	0.41356	0.653756	0.209366	0.624093	0.465698	0.665991
5	47	0.64047	0.366785	0.117175	0.328383	0.386822	0.410756	0.854854	0.39476
6	39	0.35177	0.267244	0.596297	0.396834	0.487438	0.350501	0.170797	0.445649
7	13	0.8221	0.509345	0.614148	0.591312	0.666899	0.603636	0.436682	0.595493
8	27	0.676298	0.501917	0.49122	0.505793	0.185974	0.38655	0.131088	0.59384
9	6	0.719859	0.451554	0.543675	0.515665	0.315241	0.562818	0.240812	0.601412
10	16	0.749231	0.371779	0.538367	0.453578	0.261588	0.38226	0.525422	0.537787
11	1	0.734258	0.540629	0.358028	0.434128	0.689274	0.339291	0.197591	0.509283
12	10	0.901622	0.68443	0.407844	0.468526	0.581766	0.673957	0.749961	0.582071
13	17	0.316866	0.487807	0.571543	0.405697	0.804452	0.394568	0.213396	0.435602
14	20	0.582377	0.473778	0.592944	0.51287	0.439152	0.464179	0.063149	0.573066
15	21	0.536485	0.503847	0.529793	0.258659	0.597441	0.402366	0.656774	0.437257
16	30	0.466785	0.248793	0.328227	0.408197	0.262645	0.211481	0.501354	0.404218
17	2	0.499165	0.585885	0.216395	0.479006	0.826215	0.488306	0.554725	0.424675
18	42	0.860914	0.505241	0.37393	0.485445	0.403657	0.453526	0.407169	0.567672
19	10	0.440471	0.299786	0.229625	0.176846	0.547729	0.254233	0.362944	0.346537
20	39	0.766777	0.517612	0.281114	0.379643	0.642197	0.473456	0.288946	0.509005
21	15	0.660861	0.561325	0.545794	0.371988	0.58534	0.472522	0.426551	0.523731
22	46	0.608445	0.521541	0.558104	0.424079	0.300593	0.433589	0.187997	0.568473
23	12	0.741127	0.76064	0.763966	0.416034	0.429311	0.539943	0.450877	0.634115
24	18	0.805443	0.575896	0.505467	0.320395	0.299345	0.635935	0.761205	0.565842
25	15	0.715509	0.591648	0.572593	0.537942	0.547368	0.591664	0.508977	0.579491
26	41	0.427649	0.507789	0.25681	0.349122	0.379221	0.373604	0.475038	0.430901
27	34	0.33927	0.265629	0.151164	0.382219	0.740048	0.317533	0.643337	0.296344
28	18	0.741166	0.601997	0.405874	0.546424	0.728018	0.426903	0.513032	0.518976
29	29	0.354438	0.457886	0.65901	0.350653	0.338119	0.422342	0.762448	0.447811
30	20	0.817387	0.417788	0.44887	0.531067	0.817669	0.54557	0.863746	0.4794
31	24	0.555492	0.572734	0.430678	0.394765	0.277525	0.502091	0.194698	0.555818
32	28	0.590027	0.433268	0.302439	0.263576	0.440164	0.394921	0.906276	0.398412
33	20	0.611989	0.602862	0.436033	0.51836	0.607379	0.451907	0.510227	0.51183
34	41	0.731073	0.344103	0.419797	0.55681	0.508769	0.550975	0.273898	0.546691
35	48	0.498822	0.459299	0.429385	0.55829	0.378521	0.223136	0.251648	0.492179
36	20	0.61313	0.691562	0.433852	0.44705	0.415443	0.64189	0.418994	0.574714
37	38	0.831145	0.386385	0.648202	0.624684	0.173246	0.646998	0.256168	0.670428
38	46	0.528764	0.570611	0.736633	0.400797	0.691757	0.407917	0.4688	0.503508
39	34	0.560872	0.593676	0.621799	0.418276	0.561696	0.553076	0.740588	0.508741
40	26	0.69014	0.681816	0.564627	0.516036	0.666988	0.5146	0.528225	0.557594
41	26	0.634564	0.592947	0.402533	0.247933	0.386707	0.560753	0.593523	0.505598
42	11	0.567242	0.495671	0.310971	0.411547	0.580815	0.387038	0.377264	0.460669
43	8	0.666603	0.507277	0.630804	0.358157	0.371448	0.392225	0.688296	0.514448
44	11	0.904812	0.731814	0.397548	0.488037	0.229253	0.518437	0.355631	0.651542
45	46	0.880394	0.537639	0.35906	0.595893	0.433079	0.553574	0.218168	0.619509
46	25	0.543007	0.303983	0.218256	0.324236	0.86243	0.338071	0.277855	0.36924
47	12	0.338625	0.355653	0.489894	0.380397	0.308677	0.261182	0.203178	0.445677
48	17	0.848521	0.712309	0.571194	0.491847	0.131915	0.597366	0.362207	0.68408
49	36	0.788257	0.527742	0.594006	0.459817	0.799053	0.403884	0.2288	0.547403
50	17	0.701301	0.588329	0.473352	0.495076	0.533807	0.545944	0.327006	0.569647
51	10	0.632726	0.67501	0.367289	0.447203	0.418726	0.380461	0.224594	0.549134
52	48	0.472031	0.393562	0.664192	0.551275	0.706547	0.43745	0.55632	0.468367
53	48	0.681513	0.391166	0.181026	0.591131	0.364685	0.287944	0.576778	0.465863
54	30	0.541183	0.474773	0.284574	0.389248	0.34082	0.365563	0.60228	0.448588
55	30	0.629415	0.629071	0.466024	0.515972	0.228136	0.498078	0.249397	0.601429
56	13	0.567761	0.461293	0.45281	0.219208	0.551497	0.44027	0.224155	0.474484
57	17	0.895994	0.397042	0.449684	0.456766	0.773966	0.59932	0.560431	0.524614
58	46	0.591711	0.43328	0.471668	0.341881	0.471013	0.338579	0.303475	0.482096
59	8	0.695518	0.498538	0.38779	0.554183	0.565483	0.461487	0.412313	0.526265
60	20	0.572815	0.29302	0.529689	0.250321	0.758619	0.436678	0.392118	0.421536
61	12	0.348878	0.236977	0.346405	0.316265	0.208438	0.344736	0.824753	0.361241
62	41	0.457542	0.636147	0.558411	0.572522	0.508193	0.428977	0.708419	0.499854
63	19	0.331791	0	0.119205	0.294875	0.844248	0.356367	0.566987	0.236212
64	29	0.755495	0.727538	0.397219	0.432844	0.257974	0.710503	0.547476	0.61748
65	18	0.791055	0.365166	0.364713	0.347312	0.523223	0.605669	0.79014	0.479314
66	41	0.629083	0.388456	0.559469	0.314283	0.445171	0.358747	0.471804	0.479919
67	19	0.386914	0.566909	0.462753	0.338803	0.595584	0.472524	0.291744	0.465815
68	22	0.369625	0.381759	0.376789	0.311796	0.44317	0.186216	0.478466	0.376452
69	19	0.596868	0.515144	0.802106	0.585228	0.617548	0.328448	0.389297	0.548971
70	13	0.855926	0.630118	0.378823	0.442372	0.18188	0.569739	0.500416	0.614868
71	25	0.936745	0.702643	0.341504	0.518874	0.333361	0.659514	0.683842	0.624169
72	20	0.351535	0.552234	0.543296	0.367852	0.411772	0.517566	0.395905	0.489681
73	12	0.800559	0.742577	0.615992	0.600915	0.358307	0.483813	0.72804	0.621224
74	14	0.538722	0.280969	0.258806	0.240407	0.268142	0.595426	0.235808	0.470191
75	19	0.259552	0.402054	0.243675	0.218632	0.412193	0.281311	0.277015	0.363181
76	40	0.404892	0.110194	0.317956	0.203422	0.464915	0.291349	0.752849	0.301317
77	46	0.824594	0.636195	0.507683	0.497389	0.571163	0.657192	0.198736	0.631014
78	14	0.340266	0.413489	0.386651	0.373516	0.649429	0.469218	0.487832	0.399611
79	26	0.975222	0.629006	0.516162	0.576362	0.221423	0.589034	0.350592	0.689474
80	43	0.813709	0.578089	0.473675	0.660286	0.219685	0.505536	0.338794	0.644524
81	17	0.918896	0.681674	0.520757	0.638791	0.7372	0.423307	0.281803	0.617802
82	10	0.436256	0.238102	0.360811	0.419368	0.793705	0.346503	0.604827	0.347356
83	42	0.497322	0.476079	0.558631	0.375107	0.796601	0.153857	0.63577	0.388731
84	2	0.747122	0.555156	0.477122	0.594328	0.628325	0.484178	0.076848	0.592953
85	15	0.662051	0.642585	0.367532	0.372848	0.178178	0.327852	0.308739	0.552521
86	16	0.333037	0.561181	0.356048	0.458782	0.160577	0.423009	0.103769	0.520047
87	41	0.327375	0.283538	0.532503	0.386388	0.57197	0.600653	0.807633	0.394177
88	46	0.723256	0.542033	0.432145	0.313766	0.262848	0.438723	0.643655	0.521318
89	2	0.357461	0.533127	0.454208	0.444751	0.268204	0.384793	0.573924	0.466941
90	33	0.709584	0.875481	0.715299	0.331114	0.551964	0.476313	0.688053	0.580134
91	9	0.745682	0.54157	0.724785	0.474255	0.685348	0.622026	0.760383	0.552457
92	39	0.728863	0.621105	0.477833	0.55442	0.314501	0.459136	0.211558	0.615048
93	12	0.69113	0.527482	0.30867	0.259998	0.217698	0.360066	0.252781	0.521244
94	6	0.763729	0.568541	0.609921	0.547438	0.180987	0.59191	0.415542	0.645337
95	9	0.738528	0.655731	0.386978	0.505808	0.706468	0.548847	0.712694	0.518406
96	48	0.378761	0.629706	0.750066	0.418179	0.363827	0.31302	0.335722	0.526651
97	20	0.382627	0.361062	0.319342	0.268411	0.470971	0.44157	0.385728	0.403311
98	6	0.363976	0.514085	0.549112	0.243534	0.461011	0.249501	0.333987	0.432229
99	16	0.920633	0.764659	0.351652	0.611538	0.422442	0.65097	0.394751	0.662286
100	13	0.857082	0.629117	0.49912	0.500313	0.574771	0.520594	0.187194	0.617187

End of preview. Expand in Data Studio

Neurowage Economics Dataset

Dataset Description

Summary

Synthetic 200-row dataset for Neurowage measurement and computational experiments.

Supported Tasks

Economic analysis
Neuroeconomics research
Computational economics

Languages

English (metadata and documentation)
Python (code examples)

Dataset Structure

Data Fields

id: Unique observation id
cohort: Synthetic worker cohort
cognitive_performance_gap: Gap in measured cognitive performance relevant to tasks
stress_burden: Chronic economic and psychological stress burden
health_constraint: Health-related constraints affecting cognitive function
learning_access_gap: Gap in access to learning and cognitive development resources
task_complexity_match: Match quality between worker capacity and task complexity
wage_progression_dispersion: Dispersion in wage progression outcomes
supportive_investment: Supportive investments in health, learning, and stability
neurowage_index: Composite term index

Data Splits

Full dataset: 200 examples

Dataset Creation

Source Data

Synthetic data generated for demonstrating Neurowage applications.

Data Generation

Channels are sampled from controlled distributions with correlated structure. The term index is computed from normalized channels and directional weights.

Considerations

Social Impact

Research-only synthetic data for method development and reproducibility testing.

Additional Information

Licensing

MIT License - free for academic and commercial use.

Citation

@dataset{neurowage2026, title={{Neurowage Economics Dataset}}, author={{Economic Research Collective}}, year={{2026}} }

Downloads last month: 23