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Replication Data for Delicious or Just a Placebo? An Artefactual Field Experiment on the Michelin Bib Gourmand Label and Perceived Taste

Replication files of "Income changes and measurement error in single-question measures of household income" by Federico Tullio.

Este conjunto de datos corresponde al metaanálisis «Intervenciones de enfermería para la ansiedad y el estrés durante la gestación». Contiene la información cuantitativa extraída de 12 estudios incluidos en la revisión, organizada en 14 registros de resultados sobre ansiedad y estrés. Se presentan los tamaños muestrales, las medias y desviaciones estándar de los grupos de intervención y control, los instrumentos de medición, los tamaños del efecto de Hedges (g), sus intervalos de confianza del 95 % y las aclaraciones metodológicas necesarias para interpretar los datos. El conjunto de datos permite examinar la información utilizada en los análisis cuantitativos realizados mediante Jamovi, versión 2.6.44, con el módulo MAJOR.

This dataset accompanies the manuscript “Provenance aware evaluation and land accounting bounds for agricultural systems analysis”. It contains archived derived inputs, documented source ancestry, precomputation extension protocols, executable Python analysis and independent validation code, complete result tables, and figure-generation code for three agricultural statistics case studies in Zambia, Malawi and Niger. The Zambia analysis traces source observations entering both current forecast-productivity outcomes and five-year reference labels. It preserves original frozen predictions, audits training/test source sharing, evaluates an ancestry-disjoint subset, and fits fixed logistic comparators under spatial-only and joint source/spatial grouped cross-validation. The Niger analysis computes conditional bounds on unique crop-footprint area and combined reported grain mass per unique footprint hectare, then identifies within-year district orderings that remain supported under unobserved crop overlap. The integrated extension evaluates later-year transfer using historical-only training, frozen 2007–2011 training and simultaneous source-group/temporal separation on the same 444 later-year observations. The Niger extension compares summed-area benchmark selection with interval-box minimax regret, and reports conditional choice changes and common-overlap sensitivity. An optional food-energy conversion is explicitly a conditional scenario. Malawi archived verification records document source closure without changing reported values. The package is executable offline once its pinned Python dependencies are installed. Every supplied derived input is linked by SHA-256 hash to its source archive member. The package reproduces the downstream analyses from these derived inputs; it does not claim complete reacquisition of provider raw workbooks, regeneration of upstream harmonization, or refitting of the original XGBoost adaptation. New logistic fits and scoring transforms are reproduced. Original protocol records are preserved separately from post-review extension rules. Restricted KBS experimental records and KBS-derived quantitative summaries are excluded. The cases are purposive. Results are descriptive and conditional on the documented targets, source links, evaluation designs and land-accounting assumptions. They do not establish causal crop responses, prospective early-warning performance or a feasible land-reallocation policy.

This dataset extends the IMF World Economic Outlook (WEO) Macroeconomic Forecasts Panel Dataset from three to 17 variables and updates its common multivariable vintage coverage through the October 2026 WEO. It contains 41 Spring and Fall WEO vintages from September 2006 through October 2026 for 200 economies. Extended_WEO_MFPD_Forecasts.xlsx contains 530,014 nonmissing forecast observations for horizons h=0,...,5. Each row identifies an economy, indicator, publication vintage, target year, and forecast horizon. Extended_WEO_MFPD_Outturns.xlsx contains 181,877 nonmissing real-time outturn observations for target years 2006-2025. The outturns use four transparent timing rules: Spring or Fall WEO values observed one or two years after the target year. The panel is defined over 200 economies, of which 198 have at least one available outturn. The 17 indicators cover real GDP growth, period-average and end-of-period CPI inflation, the current-account balance, unemployment, the output gap, export and import volumes, saving, investment, government revenue and expenditure, fiscal balances, and public debt. Historical indicator codes, units, and source formats are harmonized. No interpolation, carry-forward, or cross-vintage substitution is used. An absent row means that the corresponding observation was unavailable in that WEO vintage or under that outturn rule. Each workbook includes Variables and ReadMe worksheets documenting definitions, keys, units, timing rules, sources, and limitations. The author-created organization and documentation are released under CC BY 4.0. IMF-derived statistical content remains subject to the IMF Copyright and Usage Terms.

The data contained herein includes corrosion and fatigue performance of as-built, non-heat treated 316L stainless steel fabricated with laser wire directed energy deposition. This work investigates the influence of argon and nitrogen shielding gas on the pitting susceptibility and high-cycle fatigue behavior (via rotating beam fatigue testing).

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Supplemental Methods

Supplemental Table 1, Medicare Drug Prescribing Trends, 2013-2023

This dataset provides the structured documentary corpus associated with the research report “Croyances, divination et pratiques du merveilleux dans le Tarn, du XIVe au XXIe siècle”. It documents beliefs, divinatory practices, popular healing knowledge, Spiritualist networks, representations of the marvellous, and contemporary professional forms of divination within the territory corresponding to the present-day French department of Tarn. The dataset preserves the V10 corpus finalized on 19 August 2026 and contains 84 documentary records. Fifty records are marked as priority sources or documentary deposits in the V10 selection. The unit of observation is a documentary record: an archive, publication, periodical, catalogue record, oral-history resource, documentary deposit, institutional finding aid, or contemporary professional source identified during the research process. A record does not necessarily represent an independent historical event. Territorial evidence is coded from T1 to T4: T1 for the Tarn itself; T2 for directly relevant neighbouring territories; T3 for Languedoc/Occitan context; and T4 for national or general context. Documentary status is coded from A to F: A for primary sources; B for scientific or university publications; C for learned-society or scholarly secondary publications; D for institutional, catalogue, or local documentation; E for folklore, literature, or indirect testimony; and F for contemporary professional sources. Hybrid codes preserve intermediate documentary situations. The corpus distinguishes documentary fact, statements by actors, accusations or testimony, collective representations, and later interpretations. Judicial accusations are not treated as proof of the alleged conduct; folklore collections do not by themselves establish long-term continuity; and Spiritualist publications are treated as evidence of published discourse and networks rather than independent validation of the phenomena described. The dataset does not assess the ontological reality of supernatural phenomena. Records are in French. No consultation records, client files, medical data, or private participant data are included.