Datasets:

EconomicTermDevelopments
/

despairchasm-economics

id int64 1 200	county_period int64 1 80	mortality_gap float64 0.1 0.98	income_divergence float64 0.09 0.85	employment_insecurity float64 0.07 0.79	mental_health_burden float64 0.15 0.83	substance_use_risk float64 0.12 0.68	social_mobility_block float64 0.11 0.78	community_resilience float64 0.04 0.93	despairchasm_index float64 0.21 0.69
1	69	0.533292	0.599915	0.500847	0.411975	0.410866	0.501091	0.283072	0.513681
2	35	0.669664	0.458288	0.404169	0.471615	0.381365	0.267904	0.655043	0.455162
3	28	0.844934	0.768396	0.067913	0.255605	0.31724	0.342705	0.549306	0.458433
4	57	0.669981	0.437716	0.543866	0.613254	0.341845	0.454052	0.431536	0.527911
5	25	0.78191	0.356151	0.367949	0.554928	0.47175	0.376687	0.37578	0.514678
6	43	0.902272	0.632552	0.476331	0.500061	0.269212	0.344427	0.114504	0.580858
7	5	0.839911	0.668471	0.438247	0.372506	0.289348	0.31221	0.253011	0.536147
8	40	0.866215	0.477521	0.361595	0.50553	0.554078	0.41873	0.483502	0.54915
9	60	0.637592	0.423808	0.512105	0.332581	0.447889	0.603668	0.376689	0.503414
10	56	0.698081	0.421653	0.312965	0.50287	0.490334	0.305235	0.037929	0.51375
11	15	0.792878	0.663553	0.363417	0.521967	0.45114	0.422896	0.610021	0.543053
12	23	0.753249	0.499019	0.332955	0.547417	0.468964	0.518454	0.554063	0.524528
13	54	0.354149	0.266748	0.355711	0.153651	0.227792	0.460813	0.468303	0.315515
14	12	0.917749	0.794988	0.461594	0.50635	0.361822	0.573186	0.276582	0.631466
15	67	0.384444	0.361359	0.624438	0.505723	0.451263	0.33806	0.803258	0.428254
16	5	0.540777	0.5685	0.56069	0.553463	0.385138	0.413934	0.168883	0.539182
17	75	0.341016	0.305989	0.513595	0.397596	0.35867	0.299519	0.357614	0.394509
18	59	0.927183	0.729422	0.537432	0.557805	0.435804	0.374419	0.303482	0.631558
19	79	0.723603	0.646568	0.5558	0.467051	0.375135	0.497231	0.371252	0.564369
20	36	0.783938	0.598303	0.515153	0.503517	0.358862	0.453954	0.428472	0.556861
21	18	0.699094	0.353955	0.418619	0.437281	0.459373	0.281742	0.375421	0.475848
22	58	0.656565	0.574158	0.383815	0.422145	0.385492	0.431787	0.340312	0.502054
23	72	0.52416	0.623835	0.273012	0.358929	0.447352	0.353251	0.817465	0.418313
24	39	0.859658	0.484395	0.492253	0.553838	0.356516	0.558134	0.217343	0.585148
25	57	0.831998	0.740595	0.461649	0.522541	0.299668	0.388208	0.422103	0.569371
26	3	0.524657	0.666635	0.528374	0.44061	0.401932	0.41128	0.620933	0.494354
27	66	0.836927	0.403351	0.571978	0.667665	0.428016	0.484874	0.515253	0.577454
28	1	0.514197	0.654106	0.318759	0.407738	0.363552	0.518771	0.368755	0.47701
29	28	0.590783	0.390685	0.433517	0.613438	0.53184	0.381618	0.479222	0.502461
30	50	0.534718	0.358489	0.496336	0.480809	0.435313	0.233724	0.494812	0.445376
31	24	0.860988	0.630591	0.609972	0.682984	0.438715	0.478981	0.245093	0.649676
32	4	0.547745	0.724628	0.422805	0.485181	0.285542	0.577295	0.351574	0.520347
33	47	0.494494	0.469981	0.485291	0.537343	0.440221	0.715606	0.214112	0.53378
34	29	0.815592	0.692493	0.372455	0.387721	0.266044	0.377648	0.135674	0.539702
35	19	0.950664	0.474024	0.565071	0.517985	0.298532	0.430472	0.461312	0.567202
36	61	0.60895	0.398255	0.33743	0.475649	0.515077	0.302146	0.297995	0.474089
37	72	0.684148	0.457502	0.404166	0.463985	0.320112	0.292906	0.323743	0.477141
38	65	0.542252	0.485633	0.191855	0.385234	0.214336	0.420959	0.601316	0.382483
39	32	0.554004	0.585465	0.608433	0.476292	0.305815	0.455545	0.203795	0.530096
40	56	0.797421	0.589353	0.507524	0.53261	0.554043	0.380621	0.332821	0.589204
41	50	0.937952	0.726017	0.50002	0.48853	0.349969	0.513392	0.519309	0.600711
42	2	0.79675	0.717294	0.521652	0.471853	0.549715	0.406534	0.231883	0.612141
43	15	0.424533	0.164919	0.197911	0.396531	0.339059	0.287152	0.844284	0.295045
44	8	0.849331	0.580845	0.405676	0.41182	0.216478	0.164921	0.581296	0.473896
45	55	0.527341	0.732262	0.687738	0.542305	0.433512	0.538282	0.427638	0.579746
46	51	0.895882	0.657313	0.580589	0.544826	0.361927	0.735393	0.931689	0.594087
47	77	0.595478	0.634859	0.407335	0.497902	0.525014	0.395912	0.213125	0.541554
48	17	0.817703	0.66196	0.483086	0.544337	0.495442	0.510223	0.107864	0.625597
49	72	0.81134	0.527249	0.24804	0.490424	0.401802	0.264877	0.436528	0.4926
50	41	0.809406	0.50914	0.340896	0.447117	0.414962	0.337353	0.428693	0.50696
51	57	0.760362	0.397084	0.293116	0.590534	0.451728	0.24128	0.235003	0.50556
52	57	0.55383	0.360329	0.572358	0.414218	0.492887	0.426659	0.21831	0.500476
53	75	0.503835	0.449413	0.306595	0.219085	0.161978	0.46041	0.178401	0.391228
54	64	0.529113	0.473591	0.495081	0.414466	0.355186	0.142966	0.234489	0.452388
55	42	0.832926	0.704946	0.574886	0.523623	0.539025	0.514328	0.684442	0.607279
56	50	0.691576	0.381121	0.169554	0.365527	0.279733	0.22941	0.45367	0.390718
57	39	0.83555	0.531445	0.556399	0.490101	0.471338	0.4695	0.422501	0.578718
58	75	0.539115	0.650767	0.413156	0.331947	0.241043	0.612778	0.500731	0.466128
59	60	0.255838	0.265565	0.516294	0.422814	0.432052	0.41802	0.616703	0.376868
60	6	0.937502	0.692329	0.427822	0.720982	0.40713	0.528917	0.285876	0.649101
61	33	0.766784	0.355972	0.385447	0.459038	0.439941	0.341516	0.582545	0.47457
62	39	0.53699	0.656591	0.405654	0.246887	0.2779	0.391728	0.50708	0.434372
63	71	0.098026	0.257723	0.55858	0.490335	0.358105	0.408794	0.873325	0.329816
64	45	0.485848	0.503755	0.511447	0.619455	0.438616	0.369273	0.488732	0.49795
65	8	0.633172	0.428777	0.458924	0.23991	0.344475	0.450243	0.401228	0.448205
66	74	0.492843	0.381655	0.332293	0.569699	0.254335	0.216299	0.566131	0.395899
67	5	0.739592	0.64749	0.470804	0.520123	0.320998	0.389799	0.879848	0.503597
68	14	0.360397	0.578778	0.491039	0.388339	0.370636	0.503947	0.500787	0.447605
69	26	0.720372	0.584035	0.498301	0.320591	0.518434	0.232835	0.133434	0.533732
70	35	0.76923	0.690891	0.47896	0.42611	0.228132	0.456764	0.344146	0.539283
71	60	0.538303	0.524207	0.361695	0.622336	0.350423	0.249557	0.418247	0.469534
72	17	0.685957	0.499468	0.114422	0.498022	0.352284	0.287199	0.372838	0.44331
73	14	0.65199	0.501037	0.639118	0.578649	0.454757	0.415046	0.552339	0.54639
74	58	0.653867	0.567776	0.379536	0.454418	0.282666	0.419695	0.442693	0.481178
75	74	0.547874	0.479865	0.305293	0.157792	0.329935	0.414775	0.727423	0.369921
76	79	0.592886	0.504622	0.294829	0.446823	0.2895	0.386236	0.228268	0.458873
77	43	0.951314	0.288033	0.43036	0.465798	0.37458	0.323017	0.656236	0.491977
78	17	0.577517	0.427521	0.5809	0.580962	0.580303	0.367045	0.385334	0.536925
79	57	0.5375	0.66192	0.417098	0.42016	0.319996	0.495786	0.84636	0.454038
80	24	0.551718	0.451699	0.442041	0.590442	0.300447	0.283959	0.695149	0.442659
81	42	0.46873	0.49321	0.143402	0.37527	0.239266	0.321693	0.839209	0.334177
82	24	0.658654	0.359943	0.507086	0.332367	0.316887	0.474307	0.228146	0.477177
83	11	0.807286	0.706611	0.590163	0.494184	0.563472	0.576425	0.364722	0.635361
84	77	0.492288	0.437615	0.45505	0.571739	0.260954	0.35499	0.654499	0.432435
85	68	0.810779	0.723081	0.421589	0.550957	0.465522	0.529476	0.344012	0.604056
86	40	0.547099	0.54614	0.265384	0.286874	0.121666	0.426252	0.250479	0.404784
87	5	0.905761	0.469532	0.446981	0.359049	0.40886	0.390849	0.734618	0.502798
88	11	0.968934	0.830917	0.383444	0.53065	0.360323	0.376931	0.476933	0.602972
89	43	0.857869	0.612666	0.140781	0.309815	0.389145	0.389014	0.588225	0.46802
90	6	0.919508	0.562533	0.327903	0.469391	0.442184	0.356353	0.463644	0.541924
91	65	0.624214	0.616631	0.627716	0.558125	0.308224	0.493934	0.391671	0.554449
92	59	0.497871	0.228135	0.36466	0.688752	0.469779	0.255281	0.067802	0.470495
93	24	0.372116	0.204426	0.311586	0.310384	0.407293	0.296432	0.220011	0.35571
94	53	0.777244	0.531776	0.306368	0.439366	0.378193	0.326532	0.657326	0.472864
95	66	0.499947	0.383642	0.172554	0.421907	0.478647	0.217853	0.352654	0.397069
96	22	0.865678	0.354753	0.445051	0.306549	0.458195	0.291464	0.123499	0.513566
97	53	0.780031	0.603349	0.660904	0.684525	0.590796	0.387854	0.788323	0.606242
98	29	0.69715	0.455902	0.278197	0.330632	0.388178	0.528648	0.375304	0.466972
99	73	0.76358	0.664024	0.208112	0.248763	0.338037	0.409678	0.551065	0.456268
100	24	0.375063	0.447941	0.340241	0.357393	0.4057	0.415181	0.758035	0.375978

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Despairchasm Economics Dataset

Dataset Description

Summary

Synthetic 200-row dataset for Despairchasm 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
county_period: Synthetic county-period panel key
mortality_gap: Gap in deaths-of-despair mortality rates
income_divergence: Divergence in household income trajectories
employment_insecurity: Precarity and instability in local labor markets
mental_health_burden: Aggregate mental-health stress burden
substance_use_risk: Risk intensity for problematic substance use
social_mobility_block: Barriers to upward social mobility
community_resilience: Protective local resilience capacity
despairchasm_index: Composite term index

Data Splits

Full dataset: 200 examples

Dataset Creation

Source Data

Synthetic data generated for demonstrating Despairchasm 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{despairchasm2026, title={{Despairchasm Economics Dataset}}, author={{Economic Research Collective}}, year={{2026}} }

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