Datasets:

EconomicTermDevelopments
/

habitlock-economics

id int64 1 200	session int64 1 44	behavior_persistence float64 0.07 0.99	incentive_decay float64 0.11 0.97	switching_friction float64 0.11 0.86	cue_dependence float64 0.15 0.83	reinforcement_memory float64 0.15 0.78	default_exposure float64 0.11 0.94	deliberative_override float64 0.06 0.93	habitlock_index float64 0.27 0.79
1	43	0.812552	0.323522	0.453333	0.495754	0.623122	0.918489	0.408967	0.594402
2	10	0.903517	0.644257	0.607268	0.359264	0.341637	0.650372	0.619594	0.582151
3	41	0.43874	0.440154	0.472485	0.426892	0.364718	0.73758	0.315614	0.486792
4	37	0.554093	0.106256	0.362338	0.420027	0.520668	0.616753	0.53722	0.425444
5	6	0.719304	0.823476	0.645306	0.580493	0.602288	0.478752	0.565528	0.635777
6	27	0.643383	0.831185	0.535742	0.540181	0.40318	0.44148	0.575261	0.566077
7	8	0.481296	0.243192	0.500673	0.432597	0.432627	0.628428	0.643951	0.434857
8	29	0.64134	0.45782	0.458192	0.30036	0.282615	0.495977	0.632548	0.442789
9	41	0.664438	0.238028	0.406737	0.385089	0.368213	0.483981	0.167539	0.473157
10	29	0.931321	0.73531	0.645752	0.554468	0.690914	0.310099	0.366889	0.675909
11	28	0.775811	0.719945	0.662606	0.42132	0.536629	0.38101	0.341281	0.614456
12	36	0.59953	0.271314	0.417694	0.534369	0.36337	0.854696	0.353359	0.505964
13	20	0.906966	0.762566	0.755175	0.62227	0.610827	0.418952	0.604728	0.678288
14	17	0.595163	0.457609	0.672598	0.461655	0.327047	0.542098	0.37913	0.526581
15	38	0.593272	0.880148	0.466469	0.461601	0.357395	0.340315	0.102836	0.572521
16	16	0.38511	0.493007	0.31112	0.465614	0.423829	0.600454	0.931709	0.397079
17	36	0.538282	0.703574	0.43009	0.560516	0.310171	0.23398	0.159903	0.518346
18	31	0.465729	0.304286	0.406298	0.49715	0.492325	0.608704	0.126302	0.493606
19	2	0.861633	0.842138	0.721677	0.832095	0.665765	0.334	0.396724	0.725965
20	4	0.766209	0.316256	0.478317	0.346448	0.22457	0.54464	0.503861	0.464394
21	4	0.911846	0.341994	0.590969	0.642594	0.709896	0.802579	0.601589	0.641091
22	2	0.3733	0.171087	0.456858	0.149008	0.396295	0.392569	0.378115	0.352919
23	41	0.947141	0.536527	0.641075	0.553907	0.54826	0.33849	0.834246	0.582572
24	7	0.884663	0.472555	0.589375	0.498975	0.48232	0.342641	0.257378	0.592749
25	14	0.764329	0.612667	0.437937	0.447528	0.565732	0.446898	0.388932	0.568615
26	11	0.817631	0.779906	0.560254	0.548737	0.532565	0.610353	0.641982	0.626171
27	35	0.810972	0.563301	0.497152	0.61776	0.528952	0.68134	0.718249	0.588716
28	24	0.378573	0.470721	0.309702	0.346558	0.538248	0.240738	0.340979	0.414431
29	5	0.768195	0.529302	0.518786	0.439901	0.525215	0.910459	0.644593	0.583036
30	17	0.92118	0.67544	0.641253	0.668694	0.444397	0.470881	0.460743	0.651753
31	3	0.502738	0.508994	0.363117	0.514524	0.379299	0.443181	0.849759	0.424563
32	30	0.532129	0.71522	0.474552	0.481241	0.289371	0.645897	0.407432	0.528521
33	24	0.805427	0.90144	0.539418	0.536283	0.492175	0.440112	0.627222	0.616896
34	39	0.32157	0.557037	0.545931	0.266478	0.381764	0.699308	0.656459	0.435828
35	38	0.540321	0.196486	0.352165	0.501176	0.346844	0.276111	0.114045	0.430778
36	34	0.626939	0.400682	0.634307	0.601657	0.512764	0.772631	0.448789	0.579389
37	41	0.559566	0.459403	0.347442	0.371198	0.54644	0.500147	0.473923	0.4721
38	29	0.548651	0.367098	0.446996	0.413062	0.351703	0.941332	0.199882	0.521197
39	23	0.988253	0.93935	0.774238	0.699594	0.706268	0.638889	0.518851	0.780649
40	12	0.307129	0.132377	0.345122	0.268295	0.46744	0.561938	0.146447	0.382377
41	9	0.689548	0.662894	0.38525	0.647329	0.54931	0.219174	0.474085	0.547651
42	16	0.692722	0.802921	0.690067	0.59921	0.652386	0.439204	0.508914	0.645675
43	43	0.643556	0.502868	0.62616	0.546184	0.286723	0.516475	0.217977	0.555812
44	15	0.649984	0.511932	0.401768	0.439421	0.549476	0.340678	0.669863	0.481716
45	24	0.567728	0.281594	0.485799	0.461261	0.629094	0.623487	0.182139	0.533113
46	22	0.754529	0.30675	0.650314	0.52409	0.513023	0.433519	0.616687	0.530915
47	7	0.518656	0.581902	0.417858	0.550481	0.371988	0.26209	0.676553	0.451392
48	17	0.674752	0.535649	0.456482	0.575751	0.373735	0.658644	0.287359	0.563748
49	34	0.732816	0.387019	0.460027	0.515541	0.457099	0.380328	0.282046	0.528088
50	20	0.464001	0.464571	0.207806	0.459167	0.53678	0.162315	0.324174	0.423627
51	25	0.776383	0.397505	0.352337	0.502571	0.538678	0.868	0.585817	0.549245
52	24	0.483648	0.305382	0.387747	0.376148	0.289392	0.511442	0.398524	0.412098
53	26	0.361932	0.451044	0.476111	0.385532	0.403117	0.555519	0.145546	0.472139
54	12	0.704915	0.450652	0.611247	0.348045	0.570488	0.826739	0.22813	0.599342
55	22	0.629531	0.31709	0.462038	0.478928	0.549022	0.811805	0.335022	0.542158
56	10	0.521849	0.653122	0.107234	0.396467	0.531293	0.45932	0.264892	0.475356
57	39	0.425794	0.623953	0.404858	0.42333	0.502191	0.73224	0.441554	0.50841
58	37	0.360728	0.348196	0.572655	0.446717	0.151575	0.602971	0.6046	0.40308
59	39	0.466083	0.332364	0.540257	0.390779	0.344326	0.702623	0.597998	0.446213
60	19	0.729864	0.627521	0.664001	0.699013	0.634853	0.581518	0.244763	0.673033
61	5	0.142254	0.633253	0.351014	0.38675	0.342093	0.404105	0.264414	0.401941
62	41	0.585949	0.809685	0.409856	0.664467	0.388279	0.834302	0.670859	0.576045
63	21	0.799243	0.415418	0.469526	0.410434	0.416851	0.783321	0.552522	0.540339
64	29	0.451824	0.698199	0.38275	0.509314	0.475404	0.524426	0.626533	0.490967
65	7	0.774468	0.561046	0.328366	0.493026	0.625406	0.76171	0.632112	0.56674
66	8	0.645531	0.677465	0.415468	0.41791	0.483168	0.670094	0.373074	0.559828
67	7	0.55246	0.576039	0.387676	0.527924	0.373235	0.533175	0.750633	0.469103
68	36	0.852272	0.287875	0.646791	0.483819	0.529504	0.389733	0.717074	0.529132
69	36	0.900439	0.722188	0.606357	0.756449	0.734409	0.421264	0.267928	0.716708
70	11	0.428546	0.66733	0.393121	0.597008	0.399722	0.556896	0.552498	0.495363
71	23	0.488424	0.516744	0.442942	0.331801	0.435921	0.333032	0.609776	0.431041
72	7	0.403637	0.36158	0.408405	0.365073	0.309238	0.467456	0.605468	0.384528
73	33	0.900113	0.96274	0.651479	0.527564	0.700634	0.652858	0.361065	0.739425
74	1	0.409105	0.549436	0.371723	0.63501	0.546607	0.548606	0.417973	0.507696
75	3	0.532272	0.543827	0.527301	0.379572	0.419326	0.304748	0.774976	0.442658
76	35	0.518546	0.70081	0.481475	0.346752	0.456543	0.6107	0.724578	0.493948
77	42	0.745284	0.611662	0.481983	0.638016	0.579356	0.254943	0.655919	0.554374
78	25	0.928403	0.92951	0.571978	0.740216	0.507324	0.662746	0.697699	0.697079
79	6	0.715739	0.689421	0.474643	0.687802	0.568395	0.763577	0.467426	0.634881
80	2	0.640589	0.460046	0.457937	0.533673	0.541844	0.342804	0.79953	0.479895
81	38	0.934771	0.636613	0.681377	0.69893	0.713633	0.68128	0.325726	0.731147
82	12	0.813753	0.21158	0.537245	0.464479	0.587385	0.327583	0.61251	0.501331
83	10	0.566175	0.492879	0.435619	0.514277	0.55739	0.349542	0.302126	0.51657
84	25	0.989268	0.830582	0.526556	0.747607	0.655279	0.502436	0.811921	0.680451
85	1	0.27507	0.643849	0.280799	0.513053	0.286831	0.503348	0.518758	0.4134
86	10	0.638644	0.606484	0.304362	0.637951	0.679191	0.694385	0.534959	0.573807
87	5	0.902966	0.971301	0.617836	0.716475	0.78043	0.648492	0.193284	0.789943
88	25	0.294868	0.674876	0.316874	0.609149	0.346488	0.461621	0.707083	0.426897
89	21	0.526076	0.591045	0.521215	0.286482	0.239056	0.360571	0.435333	0.449276
90	37	0.733013	0.512853	0.794606	0.466049	0.52395	0.617987	0.251237	0.631071
91	38	0.274828	0.303046	0.145564	0.316368	0.233258	0.345941	0.597938	0.278491
92	29	0.254509	0.555174	0.357252	0.449945	0.255618	0.242324	0.446739	0.375227
93	19	0.781028	0.265429	0.478877	0.296946	0.435441	0.822009	0.437927	0.516237
94	13	0.823484	0.580053	0.469496	0.487354	0.502575	0.394681	0.66893	0.54379
95	44	0.485632	0.685059	0.309215	0.461578	0.466668	0.540955	0.267417	0.513518
96	10	0.722644	0.459818	0.491728	0.405599	0.430556	0.185142	0.644918	0.46786
97	19	0.438406	0.587815	0.570486	0.365677	0.272097	0.107362	0.225983	0.450436
98	17	0.459431	0.341053	0.649486	0.45806	0.375375	0.612703	0.266851	0.501638
99	16	0.431841	0.711044	0.275983	0.549913	0.45539	0.772232	0.0926	0.552998
100	5	0.88705	0.498366	0.581885	0.645841	0.68472	0.619631	0.503375	0.648154

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Habitlock Economics Dataset

Dataset Description

Summary

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

Supported Tasks

Economic analysis
Behavioral Economics research
Computational economics

Languages

English (metadata and documentation)
Python (code examples)

Dataset Structure

Data Fields

id: Unique observation id
session: Synthetic decision session
behavior_persistence: Observed persistence in repeated behavior
incentive_decay: Decay of original monetary/non-monetary incentive strength
switching_friction: Friction associated with changing established behavior
cue_dependence: Dependence on contextual cues and routines
reinforcement_memory: Memory strength of past reinforcement
default_exposure: Exposure to default-option repetition
deliberative_override: Capacity for reflective override of habit
habitlock_index: Composite term index

Data Splits

Full dataset: 200 examples

Dataset Creation

Source Data

Synthetic data generated for demonstrating Habitlock 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{habitlock2026, title={{Habitlock Economics Dataset}}, author={{Economic Research Collective}}, year={{2026}} }

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