Datasets:

EconomicTermDevelopments
/

cortexbias-economics

id int64 1 200	session int64 1 20	prefrontal_control float64 -3.25 2.8	limbic_reactivity float64 -0.62 1.25	stress_load float64 0 1	ambiguity_level float64 0 1	decision_time_ms float64 525 1.6k	loss_aversion_ratio float64 1.07 3.22	risk_premium_gap float64 -0.13 0.27	cortexbias_index float64 -1.67 1.23
1	6	1.565196	0.460049	0.007238	0.65699	655.273155	2.200632	-0.031497	-0.670239
2	18	0.072225	0.530777	0.206866	0.616824	1,083.531492	1.885643	-0.004792	-0.093204
3	1	0.660841	0.439051	0.339065	0.236211	1,099.089313	2.657698	0.075604	-0.12489
4	8	1.909852	0.43481	0.851237	0.757178	1,376.241564	2.184106	0.002348	0.104003
5	17	-0.775255	0.441216	0.616086	0.142571	784.736457	1.889383	0.116649	-0.069622
6	2	0.113097	0.371862	0.685031	0.318251	1,244.497629	2.091027	0.06854	0.0849
7	11	-1.157466	0.189961	0.73538	0.512419	1,154.080348	2.234847	0.173571	0.386814
8	8	0.245398	1.209511	0.641688	0.607147	813.35946	2.777576	0.116348	0.686411
9	18	0.579613	0.735415	0.3001	0.084981	844.828715	2.246361	-0.045357	-0.269573
10	10	2.024512	-0.056383	0.328117	0.060815	654.141753	1.76342	-0.064443	-1.311408
11	18	0.064451	0.426725	0.780048	0.118673	1,094.612804	1.934028	0.085392	-0.026549
12	16	-1.244099	-0.114595	0.685543	0.092679	1,234.00513	2.611019	0.163562	0.158996
13	3	-1.300947	0.717652	0.553861	0.806742	1,475.687758	2.175736	0.217296	0.895306
14	20	-2.49549	0.811721	0.801382	0.79974	809.543044	2.417908	0.212407	1.134439
15	18	0.118412	0.810279	0.830133	0.625345	1,032.17085	2.178513	0.143605	0.503035
16	8	-1.191684	0.074393	0.421686	0.791734	1,070.308464	1.942943	0.090929	0.137473
17	10	-1.511932	0.969533	0.565171	0.99798	620.186471	2.294154	0.160707	0.831587
18	19	-2.010704	0.909734	0.338057	0.774692	838.611331	2.390176	0.267582	0.805278
19	4	0.606625	0.030684	0.552467	0.889686	1,136.8745	1.870576	0.046487	-0.168159
20	1	0.215343	0.769268	0.792061	0.347415	1,242.918835	2.429976	0.136128	0.484512
21	17	0.767323	0.228767	0.535737	0.616111	803.327946	2.037204	-0.011966	-0.321591
22	16	-0.551753	0.160153	0.2528	0.64757	1,282.382539	1.800824	0.127596	-0.068702
23	14	0.571942	0.718071	0.104648	0.867203	879.294879	2.28951	0.056833	-0.004068
24	17	0.640755	0.054106	0.002027	0.008053	1,165.665342	1.811651	-0.043293	-0.893848
25	12	-0.398093	1.105427	0.803306	0.758933	895.859895	2.431228	0.196296	0.861356
26	15	-0.231806	-0.165496	0.266384	0.20813	1,028.478936	1.656519	0.042194	-0.694407
27	17	-3.249284	0.463375	0.167232	0.48654	908.461011	2.252886	0.177205	0.574276
28	16	-1.830697	-0.617359	0.833531	0.033691	1,190.147151	1.581052	0.049686	-0.300723
29	11	0.695348	0.973832	0.037922	0.227228	622.312417	2.325019	-0.025787	-0.318257
30	5	1.340816	0.687985	0.657905	0.60996	873.94362	2.411906	0.05631	0.045654
31	11	0.81595	0.311266	0.365968	0.396996	553.05815	2.099468	-0.03192	-0.578582
32	11	2.254688	0.634327	0.848118	0.87816	1,259.436181	2.323046	-0.023303	0.189872
33	4	-2.61075	0.667598	0.041833	0.548597	1,029.30186	1.871951	0.159894	0.441077
34	7	-1.638958	-0.082621	0.305153	0.135782	1,153.750139	1.753569	0.056671	-0.246535
35	6	0.550745	0.769837	0.639221	0.173725	1,149.799178	2.08751	0.022185	0.086896
36	17	0.069718	0.054302	0.142997	0.141465	927.978608	1.835788	0.066138	-0.722498
37	4	-0.155657	0.458228	0.561488	0.151127	1,009.374595	2.075906	0.027407	-0.064573
38	20	0.714533	0.343455	0.288693	0.836572	905.451637	1.750089	0.022828	-0.328771
39	10	-0.007088	-0.355863	0.069333	0.515776	760.530848	1.621222	-0.041906	-0.969257
40	19	0.657619	0.10287	0.119498	0.172385	978.776004	2.024417	-0.083458	-0.742485
41	3	-0.590305	0.531922	0.309708	0.769349	1,148.669139	2.174225	0.085493	0.310583
42	15	-1.80323	0.183948	0.591269	0.988098	803.030683	1.558148	0.123238	0.284805
43	19	0.302776	0.558248	0.470105	0.355939	893.358727	1.782315	0.027889	-0.215665
44	16	-2.63931	-0.012469	0.737239	0.846355	1,167.68147	1.793971	0.220094	0.620961
45	17	0.764387	0.249478	0.296653	0.719113	1,366.553482	2.194097	0.066341	-0.090563
46	12	-0.150736	0.431834	0.105925	0.528426	1,119.58371	1.86518	0.012032	-0.191581
47	14	-0.077336	1.08844	0.810742	0.960515	755.667605	2.20934	0.173973	0.739274
48	16	0.624306	0.101295	0.272398	0.761177	875.580946	2.015286	0.030309	-0.426944
49	12	-0.101682	-0.115318	0.297114	0.004617	627.932237	1.392236	0.009352	-1.038892
50	15	-0.311103	0.132222	0.048527	0.638105	1,037.607785	1.780997	0.043094	-0.383488
51	4	-0.661996	0.365006	0.338645	0.211844	783.216939	2.028891	0.068936	-0.227767
52	7	-0.214084	0.165948	0.696429	0.427677	949.743046	2.168988	0.088845	-0.019053
53	17	1.165799	0.351554	0.773824	0.09655	1,180.706474	1.907943	-0.07172	-0.304225
54	9	0.742188	-0.2879	0.020166	0.434113	1,265.827506	1.502127	-0.078727	-0.969361
55	13	0.157739	0.301191	0.6586	0.323227	671.040763	2.012716	0.047774	-0.271037
56	11	-0.362088	0.452133	0.370917	0.117731	1,245.269305	2.370181	0.083258	0.055069
57	19	0.441826	0.425808	0.116892	0.751619	1,145.467749	2.049602	0.052209	-0.149964
58	16	-1.047652	-0.101036	0.111431	0.351748	988.662049	1.519584	0.042838	-0.557394
59	19	2.298489	0.612928	0.790934	0.343138	842.978567	2.218443	0.02103	-0.337788
60	17	-0.468178	0.684599	0.37374	0.151185	1,007.448845	2.393166	0.067012	0.133428
61	15	1.030223	0.677004	0.835627	0.219846	955.198238	2.378622	0.080046	0.061517
62	19	1.945659	0.731533	0.171013	0.97398	1,554.6175	2.047968	0.02329	0.014649
63	6	1.556411	0.699556	0.889815	0.877137	925.551364	2.296183	-0.028749	0.248694
64	4	-0.223897	0.335995	0.553942	0.603435	1,030.257398	2.009157	0.090279	0.068742
65	2	0.575096	0.817926	0.804196	0.01783	1,129.714128	2.563151	0.060811	0.278322
66	6	-0.688658	0.049058	0.52465	0.450257	1,381.619272	2.23008	0.085312	0.147426
67	12	1.210484	0.699612	0.625488	0.848365	842.099106	2.206489	0.028012	0.092144
68	6	0.39221	0.323874	0.463977	0.263491	889.799488	2.158769	0.005157	-0.304045
69	5	0.567205	0.282821	0.368364	0.437794	1,206.967169	2.213708	0.097828	-0.18029
70	10	-0.561302	1.174523	0.864744	0.726739	1,465.76941	2.435828	0.235442	1.226028
71	20	-0.528334	0.616464	0.463247	0.489721	1,456.679483	2.214862	0.093659	0.464294
72	3	-2.134624	0.438792	0.29266	0.24076	1,378.382737	1.845032	0.118218	0.353596
73	11	1.011837	1.137861	0.889526	0.665824	1,183.919652	1.943383	0.085929	0.545343
74	2	0.952266	0.230142	0.909823	0.879779	706.085229	2.424022	0.078511	0.055969
75	10	0.071701	0.329677	0.623322	0.193353	1,189.820995	1.971246	-0.009604	-0.088091
76	14	-0.322591	1.005071	0.289112	0.947755	1,129.342765	1.979201	0.067528	0.532784
77	1	-0.315994	0.662181	0.804254	0.937179	913.26128	2.343568	0.159004	0.638399
78	6	0.288633	0.740706	0.586622	0.308311	1,042.707832	2.278954	0.144944	0.171663
79	5	-0.894812	0.566426	0.620265	0.777672	1,057.689557	1.888903	0.150859	0.452604
80	9	-0.338884	-0.06245	0.453737	0.160607	937.428778	1.826602	0.015176	-0.507913
81	17	-0.169037	0.101537	0.402958	0.938154	583.634963	2.173982	0.003555	-0.173181
82	20	-0.715603	0.792854	0.644608	0.983845	1,320.593412	2.333398	0.123469	0.920744
83	8	-0.635994	0.247557	0.181705	0.292789	634.133665	1.749907	0.099219	-0.51724
84	18	0.494828	0.597156	0.195058	0.649446	949.128128	2.129033	0.031024	-0.12538
85	3	-0.355835	0.506902	0.127641	0.806787	1,061.532748	1.765761	0.017518	-0.018125
86	6	0.998795	0.385437	0.579304	0.954146	981.818363	2.725704	0.009714	0.203571
87	8	0.637491	0.286508	0.002616	0.906093	793.757652	1.922036	0.045059	-0.477585
88	18	0.351632	1.02209	0.390019	0.770953	798.392281	2.370543	0.045816	0.340198
89	3	0.955394	0.304378	0.702524	0.203049	1,242.396189	2.156304	0.031407	-0.16965
90	9	-1.801096	0.415685	0.595527	0.043122	1,114.721998	1.812858	0.196603	0.218344
91	19	0.069195	0.616178	0.68653	0.373937	1,179.508978	2.184329	0.118452	0.26808
92	11	0.345473	0.317915	0.0513	0.332623	1,197.576501	1.504943	0.024428	-0.573863
93	18	-1.06212	0.906509	0.486609	0.219144	929.308742	2.531595	0.133281	0.507205
94	12	0.295625	0.68822	0.747097	0.167336	1,186.241245	1.989497	0.134166	0.141388
95	18	-0.236914	0.590541	0.161701	0.030518	1,350.309623	1.968213	0.127339	-0.132684
96	20	-0.450413	0.350954	0.752266	0.284658	1,094.070144	2.055513	0.179653	0.143329
97	19	-1.478992	0.378224	0.376906	0.76433	782.473644	1.784145	0.213171	0.162822
98	11	-0.449537	0.933447	0.763365	0.455573	998.073	2.105182	0.150264	0.549918
99	4	-0.816612	0.796216	0.998544	0.418156	1,102.709089	2.37327	0.126459	0.805375
100	18	-0.196101	0.534413	0.89371	0.647029	1,136.841195	2.66778	0.126788	0.660713

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Cortexbias Economics Dataset

Dataset Description

Summary

Synthetic 200-row dataset for Cortexbias 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
session: Synthetic task session
prefrontal_control: Deliberative control proxy
limbic_reactivity: Affective reactivity proxy
stress_load: Stress intensity
ambiguity_level: Decision ambiguity level
decision_time_ms: Decision latency (ms)
loss_aversion_ratio: Estimated loss aversion
risk_premium_gap: Gap from benchmark risk premium
cortexbias_index: Composite term index

Data Splits

Full dataset: 200 examples

Dataset Creation

Source Data

Synthetic data generated for demonstrating Cortexbias 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{cortexbias2026, title={{Cortexbias Economics Dataset}}, author={{Economic Research Collective}}, year={{2026}} }

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