Datasets:

EconomicTermDevelopments
/

equilibrift-economics

id int64 1 200	period int64 1 52	equilibrium_gap float64 0.07 1	adjustment_lag float64 0.13 0.92	capacity_constraint float64 0.12 0.97	coordination_failure float64 0.1 0.74	expectation_dispersion float64 0.1 0.73	policy_response_delay float64 0.1 1	adaptive_capacity float64 0.04 0.88	equilibrift_index float64 0.29 0.7
1	21	0.490917	0.443558	0.500596	0.295814	0.277664	0.589255	0.575334	0.437159
2	25	0.196986	0.424057	0.810188	0.532093	0.178264	0.098695	0.299678	0.414637
3	4	0.614729	0.473727	0.395204	0.384573	0.342013	0.340162	0.619524	0.435724
4	48	0.792377	0.476991	0.436184	0.436173	0.384226	0.467441	0.339566	0.533891
5	22	0.573692	0.600484	0.631034	0.553417	0.485514	0.490181	0.356175	0.570725
6	30	0.447372	0.329499	0.589502	0.35485	0.272089	0.859788	0.284135	0.493605
7	37	0.494721	0.359696	0.824096	0.316616	0.260121	0.564922	0.778154	0.453867
8	41	0.252555	0.421517	0.701658	0.456444	0.34775	0.705538	0.219838	0.498532
9	41	0.459808	0.483336	0.315325	0.466803	0.448767	0.84464	0.324192	0.50789
10	38	0.538878	0.418262	0.816848	0.599632	0.297462	0.65553	0.455292	0.558172
11	8	0.686398	0.635993	0.749209	0.524599	0.244932	0.801615	0.792655	0.578676
12	26	0.523241	0.411764	0.695399	0.427643	0.483774	0.511867	0.38464	0.522677
13	30	0.698939	0.294212	0.6216	0.458092	0.460023	0.702912	0.697517	0.520251
14	22	0.692609	0.371247	0.651625	0.406538	0.29728	0.60232	0.702516	0.496797
15	40	0.371294	0.32355	0.262453	0.221212	0.312689	0.144139	0.139895	0.339819
16	28	0.664108	0.499008	0.82242	0.574812	0.309645	0.895501	0.348487	0.634493
17	30	0.604427	0.393258	0.566929	0.379535	0.179121	0.712939	0.265658	0.508132
18	18	0.484378	0.238248	0.874286	0.454458	0.413651	0.612976	0.85652	0.476049
19	11	0.369236	0.713972	0.361056	0.481536	0.357446	0.465457	0.53266	0.458749
20	52	0.845859	0.549133	0.763063	0.43336	0.496237	0.686772	0.46611	0.635143
21	15	0.723092	0.745302	0.738445	0.712234	0.382103	0.450157	0.101288	0.671473
22	25	0.50889	0.769586	0.56302	0.492408	0.48062	0.350689	0.352445	0.548445
23	27	0.300983	0.582285	0.344383	0.40376	0.378378	0.292354	0.371292	0.408349
24	5	0.288137	0.403108	0.660169	0.36255	0.281981	0.335491	0.828964	0.369709
25	5	0.661798	0.584085	0.826026	0.610527	0.447773	0.850928	0.875699	0.611725
26	29	0.471401	0.558214	0.611378	0.414782	0.4244	0.633921	0.476154	0.518867
27	8	0.636347	0.582831	0.87672	0.623262	0.228661	0.749317	0.426352	0.622776
28	44	0.943982	0.263949	0.267089	0.297931	0.360021	0.756047	0.38996	0.510405
29	7	0.310369	0.401317	0.607063	0.518335	0.435617	0.295865	0.708997	0.41286
30	28	0.68485	0.585928	0.620323	0.354109	0.335424	0.793233	0.600285	0.554956
31	36	0.575727	0.348965	0.42926	0.211428	0.236666	0.665971	0.457182	0.43186
32	44	0.305538	0.380728	0.559085	0.200305	0.196936	0.613928	0.443676	0.392456
33	19	0.571518	0.400082	0.662237	0.46472	0.233914	1	0.417994	0.555606
34	27	0.649678	0.309455	0.319875	0.321215	0.2475	0.692381	0.239526	0.464432
35	45	0.636954	0.593223	0.971326	0.547757	0.290309	0.391142	0.420507	0.594128
36	7	0.78358	0.550928	0.797258	0.3926	0.280153	0.853351	0.216638	0.641746
37	36	0.498507	0.379209	0.667513	0.411104	0.41418	0.363042	0.758229	0.442175
38	36	0.484264	0.695453	0.613679	0.343174	0.413614	0.821899	0.058007	0.596819
39	17	0.622611	0.470316	0.641959	0.336032	0.141053	0.506454	0.206738	0.506558
40	23	0.51209	0.370276	0.409612	0.182453	0.266067	1	0.293866	0.475285
41	25	0.780835	0.445299	0.763767	0.412892	0.540823	0.698782	0.318431	0.624332
42	32	0.511859	0.192424	0.857869	0.382054	0.242881	0.279942	0.310438	0.455601
43	38	0.62577	0.704443	0.803996	0.506136	0.42513	0.659726	0.734487	0.594097
44	10	0.716755	0.668829	0.763086	0.509141	0.291437	0.821687	0.521425	0.625169
45	22	0.79707	0.408132	0.66755	0.520677	0.355007	0.546842	0.247088	0.587931
46	5	0.814875	0.673401	0.196532	0.369746	0.702405	0.754053	0.601006	0.568603
47	23	0.508527	0.417458	0.372206	0.538797	0.240634	0.732479	0.407597	0.479497
48	8	0.336553	0.439586	0.327727	0.193632	0.335844	0.645629	0.482813	0.386685
49	25	0.529825	0.62248	0.916602	0.573714	0.316697	0.727661	0.435231	0.614338
50	34	0.807361	0.592775	0.81547	0.407572	0.433464	0.906212	0.474784	0.657134
51	23	0.368185	0.38644	0.670201	0.369373	0.36781	0.531265	0.742937	0.428007
52	47	0.665069	0.56774	0.695121	0.453255	0.381188	0.918739	0.474204	0.607098
53	40	0.967584	0.494645	0.697906	0.412239	0.50943	0.711428	0.252882	0.663253
54	30	0.67602	0.484379	0.573893	0.483197	0.504876	0.497765	0.832828	0.509209
55	38	0.562147	0.668776	0.547871	0.576829	0.401953	0.505888	0.260831	0.570707
56	11	0.266934	0.408437	0.553526	0.308761	0.36799	0.334683	0.627547	0.372093
57	17	0.558212	0.477621	0.431607	0.197335	0.294373	0.788711	0.523982	0.462318
58	38	0.504584	0.426656	0.349436	0.510154	0.514518	0.488657	0.298008	0.487093
59	16	0.698915	0.507499	0.609594	0.494669	0.728763	0.748375	0.363856	0.628642
60	10	0.768817	0.327115	0.676204	0.466226	0.415235	0.508581	0.234283	0.566996
61	32	0.476419	0.359111	0.696475	0.544672	0.481233	0.550915	0.268106	0.537479
62	11	0.572204	0.521309	0.692791	0.383644	0.242914	0.331395	0.832561	0.448068
63	45	0.626896	0.604456	0.447268	0.442074	0.318331	0.44785	0.286557	0.518832
64	6	0.583938	0.615753	0.910319	0.392235	0.357197	0.604515	0.49511	0.581766
65	4	0.451496	0.480475	0.86213	0.691718	0.358033	0.706882	0.677758	0.561971
66	12	0.730234	0.471695	0.528106	0.472447	0.240507	0.536617	0.271135	0.538299
67	44	0.658996	0.453831	0.743919	0.601197	0.47748	0.516551	0.171994	0.609691
68	27	0.266948	0.582923	0.214907	0.285612	0.184735	0.432007	0.435601	0.351477
69	20	0.507395	0.683577	0.599786	0.460112	0.417044	0.549291	0.514608	0.535732
70	38	0.622012	0.504037	0.402001	0.323471	0.281611	0.446252	0.63109	0.438889
71	39	0.471091	0.364472	0.299578	0.275873	0.19554	0.270246	0.179552	0.377028
72	16	0.209826	0.413201	0.790353	0.386203	0.381405	0.368026	0.597446	0.41879
73	4	0.649762	0.411836	0.597395	0.591176	0.333363	0.798427	0.310104	0.578998
74	42	0.408139	0.389604	0.265308	0.286755	0.322156	0.90179	0.520662	0.421367
75	18	0.612386	0.381358	0.503782	0.264896	0.095479	0.315943	0.410637	0.409492
76	4	0.578579	0.479856	0.35511	0.415101	0.221714	0.516077	0.591301	0.436829
77	26	0.264424	0.1619	0.348211	0.150731	0.449076	0.525332	0.835191	0.289015
78	20	0.822345	0.615475	0.695799	0.649206	0.4479	0.550123	0.657514	0.619173
79	29	0.565435	0.341566	0.492269	0.600145	0.443436	0.796204	0.781696	0.501108
80	32	0.342554	0.410342	0.512296	0.386059	0.181879	0.79182	0.350652	0.45196
81	7	0.527824	0.407798	0.592027	0.557459	0.304477	0.925876	0.105061	0.580717
82	5	0.64144	0.67162	0.742269	0.503905	0.255587	0.59825	0.832079	0.54431
83	30	0.848113	0.467413	0.369037	0.370607	0.393325	0.292161	0.360318	0.501566
84	50	0.530524	0.701676	0.490983	0.521724	0.09681	0.732026	0.56575	0.512857
85	13	0.894246	0.681456	0.732084	0.571136	0.38994	0.685774	0.141602	0.6999
86	19	0.489856	0.282806	0.840985	0.286558	0.251864	0.713376	0.25428	0.508297
87	15	0.52303	0.40264	0.603111	0.311814	0.365039	0.614525	0.470891	0.479638
88	12	0.626461	0.626616	0.469077	0.296549	0.231225	0.693686	0.680936	0.485015
89	8	0.541583	0.514837	0.348149	0.360899	0.379334	0.194386	0.691991	0.396568
90	13	0.972295	0.562362	0.329423	0.383875	0.481618	0.688636	0.647631	0.566555
91	48	0.672586	0.602223	0.651006	0.447077	0.426237	0.439764	0.616716	0.539873
92	29	0.700275	0.520367	0.441895	0.540185	0.257266	0.521027	0.439205	0.519118
93	42	0.623559	0.743613	0.687152	0.430978	0.459771	0.599275	0.512053	0.589851
94	31	0.606021	0.575653	0.602448	0.530465	0.394418	0.724493	0.50128	0.568107
95	33	0.445229	0.430939	0.34636	0.376603	0.32517	0.57774	0.452027	0.429285
96	4	0.912693	0.562752	0.729175	0.685312	0.310002	0.656412	0.417903	0.65937
97	43	0.658527	0.552291	0.377971	0.447445	0.257941	0.717081	0.175086	0.542684
98	25	0.538937	0.532728	0.716946	0.536659	0.388254	0.384115	0.413654	0.534186
99	5	0.586709	0.818056	0.780987	0.463063	0.345492	0.655903	0.536651	0.60452
100	22	0.733294	0.256881	0.654888	0.423066	0.18991	0.70364	0.584305	0.500567

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Equilibrift Economics Dataset

Dataset Description

Summary

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

Supported Tasks

Economic analysis
Computational Economics research
Computational economics

Languages

English (metadata and documentation)
Python (code examples)

Dataset Structure

Data Fields

id: Unique observation id
period: Synthetic adjustment period
equilibrium_gap: Distance between observed state and model-implied equilibrium
adjustment_lag: Lag in quantity and price adjustment
capacity_constraint: Binding production or logistics capacity constraints
coordination_failure: Coordination breakdown intensity among agents
expectation_dispersion: Cross-agent dispersion in expectations
policy_response_delay: Delay in stabilizing policy response
adaptive_capacity: System ability to adapt toward equilibrium
equilibrift_index: Composite term index

Data Splits

Full dataset: 200 examples

Dataset Creation

Source Data

Synthetic data generated for demonstrating Equilibrift 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{equilibrift2026, title={{Equilibrift Economics Dataset}}, author={{Economic Research Collective}}, year={{2026}} }

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