Philips, Brenda · League, Cedar · Meyers, Nathan · et al.

46 KB

The Flash Flood Quick Response Survey Data Collection is a multi year, multi event database that aims to improve understanding of how different factors interact to influence people’s perception of and response to flash flood threats. Post event surveys gather detailed data on how environmental conditions, warning information sources and channels, social cues, prior experience, vulnerability characteristics, and situational constraints combine to shape individual preparedness and protective action decisions as the hazard unfolds. Surveys were disseminated in collaboration with 12 participating National Weather Service Forecast Offices between 2022 – 2025 representing 23 flash flood events. A total of 2,468 surveys were collected. Data included in the collection: a) Survey Flow Chart, b) Codebook, c) Data Collection Results available in CSV, Stata, and SPSS formats (forthcoming), and a Data Collection Summary.

Hagedoorn, Nienke

3.6 KB

This contains data to replicate analysis for 'Predicting Salmonella Typhi incidence using prevalence metrics from sentinel studies of community-onset bloodstream infections'. https://doi.org/10.1016/j.vaccine.2026.128691

Stewart, William · Stewart, William

3.8 MB

Two audio samples are compared, one of human speech, one of AI generated speech, speaking the exact same words, for comparison of their differing intonation and emotional content. A short video presents the two audio samples together for convenience of comparison, first providing each sample separately, and then with a phrase by phrase comparison between the two. Use of good headphones or speakers on sufficient volume is recommended to discern the subtle differences in intonation and emotional content between the human and AI samples. The two audio samples are also provided separately in WAV format for universal accessibility. An associated research paper "Continuous human meaning cannot be represented by discrete AI" provides a deep analysis of the difference between the human and AI generated samples, with wide implication for the field of AI in general.

Nogueira, Flavio Geraldo

117 KB

This dataset contains the supplementary materials, structured data extraction matrices, and figures from a Structured Literature Review (SLR) designed to systematically synthesize the global literature on Renewable Energy Certificates (RECs), International RECs (I-RECs), Guarantees of Origin (GOs), and related energy attribute certificates. Following the PRISMA 2020 statement guidelines, the study addresses five core research questions exploring the impact of these certificates on renewable energy investments, storage technologies, regulatory designs, demand-side motivations, and business models. The literature search was systematically conducted across Scopus, Web of Science Core Collection, and SSRN, focusing on peer-reviewed articles and working papers published from 2020 onward to capture recent structural institutional transformations (such as China's consumption guarantee mechanisms and Brazil's REC-Brazil certificates)

Tsai, Wen-Hsuan · Kuo, Ching-Yuan · Kuo, Ching-Yuan · et al.

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The Xi Jinping Emotion Analysis Database is used to analyze cases where the Chinese leader meets with foreign leaders. This database includes 1,325 cases of Xi Jinping meeting with foreign leaders from 2013 to 2024. Each entry represents one meeting event, which helps users study head-of-state diplomacy and emotional diplomacy during the Xi Jinping era. The biggest highlight of this database is the creation of emotion indicators. We use FACS (Facial Action Coding System) to identify Xi Jinping's emotions. By turning abstract emotions into quantifiable indicators, we operationalize emotional diplomacy, creating a breakthrough in research. This database not only shows Xi Jinping's emotional state during meetings but also allows users to observe the power dynamics of Chinese diplomacy through other information, such as the accompanying personnel.

Carrère, Céline

7.0 MB

**Céline Carrère propose une nouvelle mesure des marges de préférences tarifaires accordées par l'UE-27 à ses partenaires commerciaux.** Cette nouvelle mesure, dérivée de travaux théoriques, prend en compte non seulement la concurrence entre les partenaires commerciaux non-UE, mais également la compétition de ces partenaires avec les producteurs européens. Les marges préférentielles sont calculées pour chaque paire pays partenaire / produit, à partir d'une base de 222 pays et territoires et 5048 produits (classification HS6-2007), soit environ 1 120 000 marges pour l'année 2008. Ces résultats sont mis à disposition ici dans la base de données avec ceux de deux autres mesures plus standards de ces marges.

Mansour, Mario

232 KB

**La nouveauté de cette base de données réside dans le niveau de détail qui est fourni sur les sources de recettes fiscales pour un grand nombre de pays (41) et sur une longue période temporelle (1980-2010).** Le papier associé à cette base (version française : Revue Economique du Développement - RED) décrit la construction de la base, tout en identifiant les problèmes liés aux statistiques de recettes fiscales en Afrique sub-saharienne, et en suggérant de possibles améliorations. Une analyse graphique souligne l’évolution du niveau des recettes dans le temps et suivant trois dimensions : les niveaux de revenus, l’importance relative des recettes fiscales issues des industries extractives, et les blocs commerciaux (zones de libre-échange et unions douanières).

Fu, Ronan Tse-min · Fu, Ronan Tse-min · Lee, Elaine I-lien · et al.

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Replication data for "Do You Think David Can Win Against Goliath? Evidence on Factors Affecting Popular Perceptions of Victory in Taiwan Against Chinese Aggression." Authors: Ronan Tse-min Fu, Elaine I-lien Lee, and Karyn Y. Kao. Forthcoming, Research & Politics.

Heinrich, Carolyn · Heinrich, Carolyn

621 KB

The OCR (online credit recovery) assessments Excel spreadsheet includes the research team's assessment using Bloom's taxonomy (see publication) of each assessment item in the Algebra I course offered online by the study vendor at the time of assessment (2022-23), as well as other data collected about the availability of the answers to the assessment items online. The OCR state regulations Excel spreadsheet includes the coding of state policies governing OCR at the time of data collection (fall 2023). These data were analyzed using descriptive statistics for the JPAM Policy Insights publication, Failing to Learn from Failure in Online Credit Recovery Assessments; therefore, there are no code files.

Feindouno, Sosso · Goujon, Michaël

147 KB

**L’indicateur de vulnérabilité physique au changement climatique (PVCCI) mesure les chocs climatiques et l'exposition des pays (PVCCI national) et de leurs territoires (PVCCI Subnational) à ces chocs.** Depuis 2001, la Ferdi calcule et met à jour un indicateur de vulnérabilité physique au changement climatique (PVCCI). Ce travail a fait l’objet de plusieurs documents de travail, de brèves avant d’être publié dans *Ecological Economics* ([Feindouno, Guillaumont et Simonet, 2020](https://ferdi.fr/publications/the-physical-vulnerability-to-climate-change-index-an-index-to-be-used-for-international-policy)).\ \ Le PVCCI mesure les risques géophysiques auxquels font face les pays en raison du changement climatique. Il est un indice structurel car reposant sur des facteurs exogènes qui sont indépendants des politiques présentes et futures des pays. Il a donc vocation à être utilisé dans la définition de l'[indice de vulnérabilités multidimensionnelles.](https://ferdi.fr/donnees/indice-de-vulnerabilite-multidimensionnelle)\ \ L’indice est construit pour 191 pays, et dans le but de mettre en évidence l’hétérogénéité de la vulnérabilité physique des territoires au changement climatique, un PVCCI désagrégé au niveau infranational a été récemment calculé ([Goujon, Santoni et Wagner, 2022](https://ferdi.fr/publications/the-physical-vulnerability-to-climate-change-index-computed-at-the-sub-national-level)).

Rajasingham, Radha · Rajasingham, Radha

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Introduction: Cryptococcal meningitis causes an estimated 19% of AIDS-related deaths globally and is the leading cause of meningitis in adults with HIV. Subclinical infection with cryptococcal antigen (CrAg) is detectable in plasma, and CrAg titer of >=1:160 is predictive of meningitis or death. We evaluated if plasma CrAg titer changed over time in Uganda with the expansion of national CrAg screening programs and antiretroviral (ART) access. Methods: We prospectively screened adults with advanced HIV disease (CD4<200 cells/microl) (CD4 for CrAg from 2017 through 2022 using the lateral flow assay and assessed median plasma CrAg titer. Results: From November 2017 to May 2022, 436 adults with advanced HIV disease had a positive plasma CrAg test. The median CD4+ cell count was 45 [IQR: 21,94] cells/µL, and median plasma CrAg titer was 1:80 [IQR: 10,1280]. Analysis of median quarterly CrAg titer from 2017-2022 demonstrated a non-statistically significant positive trend in CrAg titer (tau=0.385, p=0.086). There was a statistically significant decline in the percentage of participants taking ART at the time of screening (p<0.001), with 58% reporting never having taken ART in 2022. Conclusions: Despite expansion of CrAg screening and ART, median annual CrAg titers have not decreased between 2017 and 2022 in Uganda. Contrary to national reporting of expanded access to ART, our study population had higher rates of ART-naïve status over time, suggesting ongoing late presentation to care for people with advanced HIV disease. In addition, the presence of ART-experienced patients in our study population suggests challenges with treatment adherence and retention. Cryptococcosis persists, and despite public health efforts, people are not presenting to care earlier in their disease course. Continued refinement of CrAg screening programs is needed to reduce AIDS-related deaths.

Mandiraci, Berkay

24 KB

Power in the international system is becoming more diffuse. Amid intensifying great power rivalry and the erosion of rules and norms that underpinned much of the post-World War II global order, several countries in the Global South have emerged as more active players on the world stage. This has extended to the realm of conflict mediation. This article explores the macro-level structural factors that may shape changes in these countries’ mediation behavior. It does so by drawing on Power Transition Theory (PTT) as a heuristic lens to assess the structural incentive environment for mediation. The two-level incentive framework developed here attempts to link the velocity of global and regional systemic changes to shifts in middle powers’ mediation behavior. It posits that incentives to mediate are weakest when hierarchies are stable globally and regionally and grow as change accelerates at either level. A quantitative operationalization of structural change and a qualitative review of Türkiye’s mediation engagement probing the framework finds that systemic turbulence may create a more conducive condition for mediation but is not sufficient to explain variation in mediation behavior on its own. PTT’s structural logic is helpful in examining how systemic shifts may reshape the risks, opportunities and incentives for middle power mediation.

Takano, Takeshi · Takano, Takeshi

9.8 KB

This dataset contains the replication data for "Neonatal social communication and single genes predict the variability of post-pubertal social behavior in a mouse model of paternal 15q11-13 duplication" paper.

Athaiya, Shaswati

5.6 MB

This dataset contains raw files from a project assessing applicability of CD90, CD105 and CD73 as signature markers for cultured murine bone marrow-derived mesenchymal stem cell as well as their utility for in situ identification of breast tumor recruited mesenchymal stem cells. The project proposes podoplanin as an effective marker for both in vitro and in vivo characterization of bone marrow derived mesenchymal stem cells. We are also exploring potential function of podoplanin expression on these cells once recruited to breast tumors.

Kibirov, Kamilla

137 KB

This dataset is the basis for a Master's thesis examining European Parliament discourse on Uyghur human rights violations between 2021 and 2025. It contains two components. 1) A spreadsheet of 179 EP documents retrieved from the EP Public Register of Documents via keyword searches for 'Uyghur' and 'Xinjiang,' filtered to collective outputs including resolutions, joint motions for resolutions, reports, and plenary debate transcripts. The sheet displays deduplicated results, omitting results that return for both keyword searches. 2) The four resolutions selected for primary analysis that directly address Uyghurs and/or Xinjiang.

Katea, Haider

227 KB

This dataset contains the corpus used in the study. The corpus consists of 8 speeches delivered by Trump between November 2024 and March 2025. The dataset was compiled for Appraisal Theory and Discursive Psychology within Critical Discourse Analysis. The following speeches are arranged by date:

Lindstam, Emmy

6.0 MB

Replication data for: Aspirations for National Belonging and Support for Collective Action among Marginalized Groups. Includes files to replicate both main results and supplementary material. Abstract: Across the globe, ethnic minorities experience discrimination and exclusion in contexts of rising majoritarianism. Yet, many minorities suffer in silence, fearing that asserting ethnic identity and participating in protest will challenge their commitment to the nation in the eyes of broader society. In this article, I theorize that collective action frames that draw on national symbols and portray ethnic grievances as pertaining to the nation, more broadly, can strengthen support for protest among ethnic minorities. I test this theory through two original survey experiments with a sample of Indian Muslims (N=1,311) in the context of rising Hindu nationalism. The findings reveal that "national identity frames" strengthen support for ethnic resistance while "ethnic identity frames" weaken support under exclusionary nationalism. The findings suggest that minorities are more supportive of protest movements that employ collective action frames depicting ethnic resistance as an act of patriotism.

de Holanda Juca Silveira, Lara

2.2 MB

This is the raw data and analyses performed on blood samples of COVID-19-infected ICU patients, analysed for the gene expression of innate immunity related targets.

Xiao, Chi

321 KB

The dataset contains two compressed folders: Results.rar and Results_discussion.rar. The folder "Results" contains all the data used to generate Fig.3 and Fig.4 in Section 3, and the folder "Results_discussion" contains the data used to generate Fig.6. The data files are divided into two categories: "Interior Structure" and "Tidal parameteres". The file name indicate the combination of temperature model and viscoelastic model (e.g., TYPE-I@Maxwell); (N) indicates the results based on optimal estimates, and (N-sigma)/(N+sigma) indicate the results based on +/- 1-\sigma. The "Interior Structure" files include radius ([m]), density ([kg/m^3]),seismic velocity (m/s), temperature (K), and viscosity (Pa.s); The "Tidal parameteres" files include periods ([s]), k_2, h_2, and Q.