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he data is used to analyze the evolution of prepaid mobile telephone plans in Mexico and to estimate how plan characteristics affect prices. The dataset is derived from the official IFT reports on Comparable Information of Plans and Rates for Telecommunications Services from 2017 through 2024. It includes 221 prepaid mobile telephone plans offered by the four largest mobile operators in Mexico. Each observation represents a prepaid mobile plan available in a given year. Each plan is characterized by its nominal price, daily price, duration in days, included mobile data measured in megabytes, and whether it includes unlimited voice minutes and SMS. The dataset also includes a weighting factor, a Telcel dummy variable, and year dummy variables from 2017 to 2024. The variable UT&M is a dummy variable equal to one when the plan includes unlimited voice minutes and SMS, and zero otherwise.

Supplemental Table and Figure

Figure 2, “Functional Role Anchoring as the Source of Ethical Boundary Formation,” presents a conceptual synthesis model derived from Table 1 in The Moral Constraint Doctrine: A Systems Architecture for Leadership Fidelity Under Conditions of Advancement (Decker, 2026). The figure illustrates the role-anchoring principle: ethical boundaries are not detached from function. Each public or professional office exists for a defined purpose, and that purpose helps determine the ethical perimeter within which authority must operate. The figure compares eight roles: Senator, Representative/House Member, Judge, Attorney, Executive Officer/Federal Employee, Agency Head/Administrative Official, Military Officer, and Fiduciary/Institutional Leader. For Senators and Representatives, ethical boundaries are tied to Article I authority, chamber rules, constitutional fidelity, constituent service, public trust, and institutional credibility (U.S. Const. art. I; U.S. Senate Oath of Office; Senate Code of Official Conduct; House Rule XXIII; House Committee on Ethics, General Ethical Standards). For judges, boundaries arise from impartiality, jurisdictional restraint, reasoned judgment, and avoidance of impropriety or its appearance (U.S. Const. art. III; Marbury v. Madison; Code of Conduct for United States Judges; 28 U.S.C. § 455). For attorneys, the boundary is grounded in lawful advocacy, client representation, confidentiality, candor, competence, fairness, and professional integrity (ABA Model Rules of Professional Conduct, Preamble & Scope, Rules 1.1, 1.3, 1.6, 3.3, 3.4, 8.4). Executive and administrative roles are bounded by faithful execution, public trust, lawful authority, statutory purpose, reasoned decision-making, evidentiary discipline, and accountability (U.S. Const. art. II; 5 C.F.R. pt. 2635; Office of Government Ethics Standards; Administrative Procedure Act; Motor Vehicle Manufacturers Association v. State Farm). Military authority is framed through lawful command, discipline, mission integrity, stewardship, proportionality, and trust under conditions of force (U.S. Const. art. II; Uniform Code of Military Justice; DoD Directive 5500.07; DoD Joint Ethics Regulation; Army Ethic). The fiduciary/institutional leader category extends the doctrine beyond public law by showing that responsibility over people, resources, mission, and institutional trust creates duties grounded in fiduciary principles, professional codes, governance standards, conflict-of-interest rules, and role-specific mission statements. The figure is illustrative rather than exhaustive. It identifies the doctrinal relationship between functional role description and ethical boundary formation across representative, adjudicative, executive, administrative, military, legal, and fiduciary contexts. Its central claim is that authority is more likely to remain lawful, proportionate, and faithful when the officeholder remains anchored to the function that gives the role its legitimacy.

This dataset contains Figure 1, titled “Structural Expansion of Authority, Constraint Response, and Moral Consequence in Legislative Office,” developed for The Moral Constraint: A Systems Architecture for Leadership Fidelity Under Conditions of Advancement (2026). The figure presents a conceptual synthesis model illustrating how legislative authority may follow one of two moral-structural pathways once authority expands in responsibility, consequence, and public impact. The first pathway depicts an unanchored progression in which growth in authority and discretion, increased consequence magnitude, and amplification of decision impact may produce moral destabilization when ethical calibration is absent. In this pathway, ego may outrun humility, authority may become self-validating, distortion risk may increase, and public trust may weaken. The model further identifies the downstream consequence as interpretive distortion in legislative office, where representative authority may become amplified without sufficient humility, evidence, proportionality, and lawful restraint. The second pathway depicts the Constraint Response Track, in which expanded authority is routed through internal constraint, external constraint, calibrated release, and moral consequence review before public action. This pathway emphasizes humility, evidentiary seriousness, self-interrogation, the Internal Constraint Calibration Cycle (ICCC), constitutional process, checks and balances, dissent, accountability, deliberation, proportionality, fiduciary discipline, and lawful purpose. The result is a stabilized moral center in which lawful authority is preserved, public trust is strengthened, proportional judgment is maintained, and institutional legitimacy is reinforced. The figure is designed to clarify that amplification of decision impact is structurally neutral: it increases the magnitude and visibility of whichever pathway has already been taken. If authority is unanchored, amplification may magnify distortion. If authority is constrained, amplification may reinforce lawful stewardship. This figure is intended for use as a visual companion to the paper’s opening argument regarding the Advancement Paradox: as authority expands, the need for internal and external constraint must expand with it. The model protects Congress as an institution by distinguishing temporary officeholder distortion from the constitutional function of legislative stewardship. It is applicable not only to Congress, but also to state legislatures and other representative bodies whose constitutional or institutional design mirrors deliberative legislative authority.

This dataset contains a representative subset of the original dataset developed during the Master's dissertation entitled "Uso da Inteligência Artificial nos Processos de Pré-Reciclagem" at the Instituto Superior de Engenharia do Porto (ISEP). Only the images collected by the author are included in this public release. The complete dataset consisted of 8068 images distributed across five recyclable waste categories: paper, cardboard, plastic, metal and glass. The dataset combined images collected by the author in real-world environments with images obtained from publicly available datasets. Due to licensing restrictions associated with third-party datasets, only a subset of the author-collected images is included in this public release.This subset contains 1,000 images acquired by the author in municipal waste management facilities, urban public spaces and domestic environments. The dataset is intended to support future research in computer vision, object detection and automated waste sorting systems.

Insomnia and anxiety are highly interconnected mental health conditions that significantly affect cognitive functioning, productivity and overall quality of life. Their persistent co-occurrence may lead to continuous sleep disturbance, mental strain, emotional distress and an increased risk of long-term health complications. Considering their growing global prevalence, Onidra was developed as a large-scale clinically annotated dataset to support research on the integrated assessment of insomnia and anxiety. The dataset includes information from 10,008 participants from different regions of Bangladesh and provides a comprehensive view of sleep-related problems, anxiety symptoms and associated behavioral and lifestyle factors. Data were collected between 30 June 2022 and 21 October 2024 through structured questionnaire-based procedures conducted in healthcare-linked settings and mental health awareness events. Two globally recognized clinical scales, the Insomnia Severity Index (ISI) and the Hamilton Anxiety Rating Scale (HAM-A), were used in the study. Item-level responses from these scales were recorded and scored according to standardized guidelines. Additional information on lifestyle habits and behavioral indicators was also collected to enrich clinical interpretation. The data collection process was conducted in collaboration with Aachol Foundation under a formal Memorandum of Understanding with Daffodil International University, Bangladesh. The process was supported by trained enumerators and written informed consent was obtained from all participants. Final clinical labels were assigned by expert clinicians based on ISI scores, HAM-A scores and behavioral indicators. This dataset can support statistical analysis, predictive modeling and intelligent systems for early detection and integrated assessment of insomnia and anxiety.

This dataset contains an extended set of coefficients derived from the humid air density model proposed by Tsilingiris (2018) for engineering calculations involving moist atmospheric air. The original publication provides coefficient values for relative humidity levels between 0% and 100% at intervals of 10 percentage points. To improve numerical implementation and facilitate computational applications requiring finer humidity resolution, additional coefficient values were generated through linear interpolation between the original published coefficients. The resulting dataset focuses on the relative humidity range from 40% to 90%, where many HVAC, thermal engineering, renewable energy, indoor air quality, and environmental applications commonly operate. The interpolated coefficients enable a more detailed representation of humidity-dependent density behavior without altering the original mathematical formulation proposed by Tsilingiris. The coefficients were generated at 0.10% RH resolution using piecewise linear interpolation between the original 10% RH coefficient intervals reported by Tsilingiris (2018), within the 40–90% relative humidity range.

This dataset provides monthly, parish-level summaries of three key environmental variables for continental Ecuador from January 2005 to December 2024: precipitation (mm), land surface temperature (°C), and the normalized difference vegetation index (NDVI). For each of the 1,034 parishes defined by the 2022 INEC administrative boundaries, four statistical measures are provided: minimum, maximum, mean, and standard deviation. Data were derived from NASA’s Earth Observing System Data and Information System (EOSDIS) satellite products (GPM IMERG for precipitation, MODIS 11C3 for temperature, and MODIS 13C2 for NDVI). All products were processed using TerrSet, reprojected to UTM with 100×100 m pixels, and aggregated at the parish level using zonal statistics. Files are provided in Excel format (.xlsx), one file per variable, with four sheets corresponding to each summary statistic. Column headers include official INEC parish codes, parish names, year, month, and value. This dataset is suitable for environmental monitoring, climate variability analysis, spatial epidemiology, and public health research, particularly for studying the environmental determinants of vector-borne and climate-sensitive diseases.

SLR Biblio metric data merged

This dataset contains supplementary materials for the manuscript "Prevalence, characterization, and clinical predictors of advanced systemic therapy-refractory palmoplantar pustulosis: a prospective real-world cohort study" published in Journal of the American Academy of Dermatology (JAAD). Contents include: - Figure S1: Palmoplantar pustulosis patients selection flowchart - Figure S2: Distribution of refractory patients by age and gender (ASTR-PPP vs. non-ASTR-PPP) - Figure S3: Clinical characteristics and outcomes of palmoplantar pustulosis patients treated with systemic therapy followed by biologics - Table S1: Baseline characteristics of the palmoplantar pustulosis cohort (n=568) - Table S2: Lists of terms and attributes of palmoplantar pustulosis patients' treatment outcomes - Table S3: Supplementary baseline and treatment characteristics of patients with ASTR-PPP vs. non-ASTR-PPP - Table S4: Sensitivity analysis of palmoplantar pustulosis patients with ≥12 months of longitudinal office follow-up (n=142) These supplementary materials provide additional methodological details, sensitivity analyses, and clinical data supporting the main findings of the study.