Datasets:

EconomicTermDevelopments
/

slackflation-economics

id int64 1 200	quarter int64 1 40	unemployment_gap float64 -1.68 2.92	vacancy_rate float64 2.25 6.49	nominal_wage_growth float64 2.5 4.75	inflation_expectations float64 0.87 4.57	import_cost_shock float64 -1.05 1.39	productivity_growth float64 -0.03 3.99	core_inflation float64 2.06 3.74	slackflation_index float64 0.3 0.73
1	10	-0.084092	4.715804	3.684599	2.861259	-0.380255	1.849251	2.9129	0.461802
2	22	1.885006	6.491368	4.110515	2.260837	-0.049665	0.072061	2.760716	0.64554
3	3	0.805337	3.895322	3.226955	2.927585	0.300749	1.049885	3.191701	0.522172
4	15	0.025993	4.709483	3.620199	2.875619	1.081003	1.484007	3.109767	0.576255
5	17	1.696747	4.266568	3.07983	2.647335	0.200455	2.504123	2.715206	0.476392
6	26	0.668082	4.458983	3.362526	2.689063	0.202973	1.778879	3.033245	0.497385
7	35	0.643275	3.907859	3.055384	2.516935	0.407873	1.498415	2.633789	0.450933
8	40	1.565198	5.309773	3.757109	2.440643	0.491438	1.735773	2.787601	0.579449
9	40	0.142032	4.407126	3.699829	2.143212	-0.294855	1.687277	2.671671	0.422252
10	19	2.532082	4.590116	3.488399	2.324233	-0.05771	1.424001	2.562048	0.532531
11	9	1.30468	2.248635	2.717211	3.411295	1.07169	1.436735	2.797858	0.507002
12	25	1.767416	4.382096	3.300607	2.460933	0.491057	1.727621	2.769241	0.528997
13	38	2.05697	3.756764	2.975122	1.717599	-0.044244	0.398211	2.530632	0.445882
14	13	-0.796748	2.589373	2.935305	2.904545	0.781048	2.461937	2.941886	0.384866
15	19	0.250382	4.77566	3.163389	3.559582	1.376852	1.819404	3.731685	0.632098
16	16	1.029773	4.4916	3.338069	2.80706	0.360476	2.503373	2.764556	0.496545
17	36	1.984507	5.567663	4.246043	1.80747	0.082142	3.178112	2.76502	0.539974
18	4	1.814199	5.209825	3.454367	2.741779	0.536423	0.31565	2.91048	0.625245
19	8	0.391232	5.732768	3.939614	3.736235	0.254564	1.574444	3.035174	0.628906
20	26	1.24258	5.365899	3.860518	2.106282	0.06726	0.665874	2.928643	0.56329
21	34	0.742076	5.736357	4.584158	3.613033	-0.585556	1.518806	3.476477	0.649483
22	31	-0.004027	4.143143	3.494293	3.670275	0.708251	1.415513	3.716112	0.599364
23	30	2.145125	5.79553	3.670857	3.437056	0.331351	0.980994	2.94764	0.679599
24	12	0.139718	4.418675	3.495818	2.774804	0.133175	1.702344	2.439436	0.458665
25	33	0.101236	3.359275	3.346578	2.512573	0.537166	0.805219	2.729826	0.465017
26	11	1.137529	5.163232	3.882061	2.615581	-0.175323	0.659026	3.259652	0.582646
27	10	1.777013	4.816855	3.261181	2.054965	0.307239	0.338532	2.410503	0.522292
28	10	1.211115	4.697247	3.903109	1.791193	0.494577	1.556324	2.719896	0.524969
29	27	0.853991	4.027474	3.123535	2.907665	0.529986	1.805649	2.941959	0.50363
30	26	1.655954	3.98052	2.770343	2.565127	0.078807	2.136252	2.609884	0.436367
31	10	0.293318	2.938863	2.988652	4.03999	0.470847	1.83044	3.559697	0.527577
32	21	1.419289	4.773035	3.429293	2.881208	0.388533	1.631008	2.668545	0.549219
33	9	0.607389	5.184146	3.49373	2.110529	0.326317	1.886247	2.482754	0.472666
34	33	-1.014109	4.864552	4.092905	2.165698	0.060883	1.475992	2.800029	0.45384
35	37	0.007381	4.989052	3.74533	0.870565	-0.687902	0.605196	2.064725	0.340032
36	20	1.229506	5.045309	3.546816	3.720035	0.422715	2.175015	3.337547	0.623914
37	28	1.82707	5.585286	3.723348	2.871783	1.212562	1.231864	3.181179	0.696954
38	10	1.103871	2.405025	2.781658	2.722821	0.288154	2.02654	2.850787	0.40748
39	29	0.357881	3.558867	3.36965	2.89412	1.219559	0.403054	2.946677	0.568025
40	33	2.660738	3.740564	2.984686	2.338734	-0.62968	1.763583	2.400205	0.424812
41	17	1.135308	4.439911	3.565388	3.711828	1.157514	1.312481	3.029034	0.658799
42	3	2.285365	4.652216	3.387104	2.908646	0.1115	1.349547	2.837572	0.575125
43	12	1.124056	3.551994	3.576649	2.947956	0.519237	1.225954	3.069324	0.555024
44	5	1.085203	4.467038	3.58652	3.281354	0.46212	1.419662	3.27577	0.599431
45	23	2.918249	4.297784	2.776891	2.596198	-0.062969	1.009222	2.260566	0.498966
46	27	0.771442	4.095001	3.365	3.13985	0.160964	1.830988	2.963222	0.508308
47	35	1.984468	4.100158	3.388561	3.898235	0.56407	1.220338	3.235108	0.653208
48	35	1.310437	3.430855	3.00709	2.741781	0.263321	0.524751	2.517512	0.481489
49	37	0.387676	5.772606	3.604864	2.952046	0.573472	1.05245	2.972706	0.594494
50	5	1.197183	4.374125	3.866995	2.688762	-0.051099	1.293743	2.497555	0.521467
51	32	0.08406	4.192848	3.40633	2.504895	0.136403	0.418348	2.820594	0.479498
52	37	1.851706	5.433305	4.21746	2.789257	0.116822	0.812617	2.820817	0.645859
53	39	-0.071382	4.309686	3.642581	2.732639	0.604594	1.897571	3.250143	0.52023
54	13	-0.986653	5.765854	3.98644	2.454533	0.380328	1.986635	3.234639	0.517414
55	40	0.897771	3.198552	3.134879	2.842107	-0.300111	3.985871	2.369147	0.343203
56	3	1.342026	4.037106	3.568189	2.636118	-0.494148	0.734127	2.613739	0.483946
57	39	0.724549	5.180554	3.886035	3.568501	-0.092576	1.45397	3.063777	0.595085
58	3	0.689782	3.216127	3.359839	2.757842	0.54875	0.880207	2.841253	0.502433
59	11	0.180096	5.035194	3.888535	2.637429	0.385758	1.636139	2.826839	0.534922
60	29	1.175696	3.719543	3.350603	2.160401	-0.058333	1.252703	2.498794	0.437341
61	3	2.493892	4.93074	3.526051	2.718098	-1.053333	1.894989	2.444871	0.482178
62	36	0.060366	5.56135	3.412977	2.582793	-0.096301	1.621043	2.903302	0.480757
63	37	0.680134	6.156741	3.82128	3.147851	0.708786	1.894769	3.260931	0.644485
64	27	1.985785	3.997395	3.080637	2.739747	0.832589	1.578805	3.073943	0.56669
65	26	0.898889	3.643406	3.604566	2.359462	0.434837	2.407397	2.772153	0.469823
66	11	0.353319	3.783662	3.42187	2.909159	0.563879	0.816542	3.086916	0.532236
67	27	2.193436	4.578562	3.665786	2.611422	0.409916	1.904815	2.753921	0.574936
68	21	0.544209	4.537274	2.95743	2.887551	-0.682788	1.406612	2.379833	0.396696
69	26	1.954545	5.372158	3.933754	2.737778	0.552217	1.719935	2.745546	0.627475
70	40	2.600013	3.575449	3.320578	3.230143	0.430498	0.756535	2.911989	0.60883
71	13	1.527686	3.692594	2.582901	3.37129	0.166866	1.607757	3.037418	0.492807
72	22	0.57651	3.443291	2.702249	3.834385	0.167139	2.433452	2.70969	0.445898
73	40	1.235466	5.678523	4.064906	3.298761	0.706961	2.374967	3.530633	0.679034
74	40	-0.441035	3.539044	3.359795	3.642136	0.27899	1.495855	2.971595	0.4884
75	27	0.587688	4.81244	3.90694	2.992086	0.484865	0.259473	3.089321	0.618361
76	12	1.564803	4.441549	3.604067	2.809838	-0.129224	0.79889	2.65445	0.540277
77	40	0.261763	4.723837	3.998506	2.70259	0.66398	1.55592	3.149962	0.576319
78	17	-1.680976	3.08579	3.460904	1.810057	-0.109777	1.169561	2.843269	0.311681
79	36	0.642461	4.233336	3.401631	2.654873	0.774511	0.685682	3.041593	0.555948
80	5	0.149523	5.172042	3.240498	2.103969	0.179013	1.413007	2.417833	0.43504
81	27	0.616411	5.488604	4.19529	2.977741	0.183362	1.034096	3.292623	0.629083
82	16	0.603514	4.368335	3.741365	3.248288	-0.345117	0.969579	3.120536	0.537981
83	34	0.631806	4.078325	3.685007	3.007586	0.260122	1.358721	3.22294	0.548669
84	3	2.460126	5.034755	3.6632	2.631181	0.271394	1.3075	2.676984	0.601283
85	17	1.177669	3.248933	2.96451	3.683997	0.210697	1.120584	3.287363	0.537603
86	28	0.182831	4.675381	3.67967	2.607162	0.115418	1.021477	2.78387	0.503882
87	18	0.643671	4.206757	3.277801	3.152413	0.556383	0.764913	3.123693	0.561013
88	7	2.788994	5.002265	3.891942	2.374921	0.021587	1.60101	2.663868	0.591388
89	22	0.737192	4.256592	3.012217	3.255504	-0.213558	2.028787	2.709993	0.451124
90	7	0.843521	4.28278	3.652559	3.412245	-0.114351	1.270445	3.049294	0.551709
91	5	0.747351	6.119671	3.96043	2.316369	0.394942	1.278961	2.991902	0.592925
92	1	0.874083	4.076123	3.43542	2.907581	0.391612	0.836656	3.00888	0.546265
93	21	0.487892	2.991934	2.772359	3.05859	0.400035	0.00589	2.827989	0.473993
94	9	0.37023	5.255257	4.062844	2.668942	0.073297	1.215738	3.163785	0.568824
95	9	-1.067802	5.187941	4.305112	2.435834	0.019465	1.90256	3.048774	0.489179
96	29	1.29092	3.873678	3.369984	2.510168	0.185668	0.739378	3.07244	0.522668
97	20	1.08702	4.331578	3.281075	3.42929	-0.585484	1.506116	2.38763	0.468756
98	24	0.619846	6.352266	4.179029	2.478921	-0.231162	1.715722	3.124163	0.573356
99	24	0.958257	6.066036	3.666409	2.811873	0.050137	0.953757	3.029873	0.592861
100	31	0.75719	4.551219	3.878815	3.109654	0.302248	2.698961	2.880228	0.539312

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Slackflation Economics Dataset

Dataset Description

Summary

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

Supported Tasks

Economic analysis
Macroeconomics / Monetary Policy research
Computational economics

Languages

English (metadata and documentation)
Python (code examples)

Dataset Structure

Data Fields

id: Unique observation id
quarter: Synthetic quarter
unemployment_gap: Gap from neutral unemployment
vacancy_rate: Job vacancy rate
nominal_wage_growth: Nominal wage growth
inflation_expectations: One-year inflation expectations
import_cost_shock: Imported cost shock proxy
productivity_growth: Labor productivity growth
core_inflation: Core inflation
slackflation_index: Composite term index

Data Splits

Full dataset: 200 examples

Dataset Creation

Source Data

Synthetic data generated for demonstrating Slackflation 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{slackflation2026, title={{Slackflation Economics Dataset}}, author={{Economic Research Collective}}, year={{2026}} }

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