cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/bjg0ld
title: Geographic Boundaries of the Urban Perimeter of Barranquilla, Colombia, 2021

description: This dataset is part of the ESCALA (Study of Urban Health and Climate Change in Informal Settlements in Latin America) project that was funded by the Lacuna Fund of the Meridian Institute https://lacunafund.org/. 

This dataset contains the geograhpic layer of neighborhoods "Mapa de Barrios de Barranquilla Según el POT 2024" from the District of Barranquilla (Distrito Especial, Industrial y Portuario de Barranquilla) downloaded from https://www.datos.gov.co/Vivienda-Ciudad-y-Territorio/Mapa-de-Barrios-de-Barranquilla-Seg-n-el-POT/p57x-7s28. The geographic layer was derived from neighborhood data from the District of Barranquilla, available on the Colombian government's open data website. The data were not validated independently. All neighborhood polygons were dissolved into a single polygon which represents the urban perimeter. The following attributes were added to the urban perimeter layer: ID_URB, NAME.
DOI: 10.7910/dvn/bs3df7
title: Replication Data for: A Ticking Time Bomb: Restrictions on Abortion Rights and Physical Integrity Rights Abuses

description: Included here are replication materials for A Ticking Time Bomb: Restrictions on Abortion Rights and Physical Integrity Rights, recently accepted at APSR.
DOI: 10.7910/dvn/ywmgnd
title: Extracted Data From: Railroad Equipment Accident/Incident Source Data (Form 54)

description: This submission includes publicly available data extracted in its original form. Please reference the Related Publication listed here for source and citation information &lt;br /&gt;&lt;br /&gt;

If you have questions about the underlying data stored here, please contact 
Federal Railroad Administration, Office of Railroad Safety, at List-FRA-SAFETEAM@dot.gov.
&lt;br /&gt;&lt;br /&gt;
This dataset contains data exported from two closely related pages, one providing the "source dataset" containing raw data values and one "in a user-friendly human-readable format".
&lt;br /&gt;&lt;br/&gt; The source dataset page describes itself as:&lt;br /&gt;
&lt;b&gt;"This dataset is the source dataset and contains raw data values. It will replace the current data download (https://safetydata.fra.dot.gov/OfficeofSafety/publicsite/on_the_fly_download.aspx) when the safetydata.fra.dot.gov site is decommissioned in 2024. To download data that contains data in a user-friendly human-readable format, please reference https://data.transportation.gov/Railroads/Rail-Equipment-Accident-Incident-Data/85tf-25kj."&lt;/b&gt;&lt;br/&gt; [Quote from https://data.transportation.gov/Railroads/Railroad-Equipment-Accident-Incident-Source-Data-F/aqxq-n5hy/about_data] &lt;br/&gt;&lt;br/&gt;
Note, however, that the above description is out of date; the safetydata.fra.dot.gov site does appear to have been decommissioned in 2024.&lt;br/&gt;&lt;br /&gt;
The user-friendly page describes itself as:&lt;br /&gt;
&lt;b&gt;"This dataset is in a user-friendly human-readable format. To download the source dataset that contains raw data values, go here: https://data.transportation.gov/dataset/Form-54-Source-Table/aqxq-n5hy."&lt;/b&gt;&lt;br/&gt; [QUOTE from https://data.transportation.gov/Railroads/Rail-Equipment-Accident-Incident-Data-Form-54-/85tf-25kj/about_data]
description: This submission includes publicly available data extracted in its original form. Please reference the Related Publication listed here for source and citation information.

Railroad Equipment Accident/Incident Source Data (Form 54) data was downloaded by Anne Gunn on 2025-02-24
description: The disclaimers below were copied as is from the EPA Disclaimers site (https://www.fema.gov/about/website-information#copyright):<br>
<br>
DOI: 10.7910/dvn/wg86bt
title: The Annunaki Codex: A Decentralized History of Civilization

description: The Annunaki Codex: A Decentralized History of Civilization by Tothan Atlantos offers a visionary exploration of humanity's past, present, and future, blending ancient mythology, groundbreaking cosmological theories, and revolutionary technological paradigms. Delving deep into the enigmatic lore of the Annunaki-legendary cosmic architects-this compelling volume intricately connects age-old wisdom with contemporary developments in artificial intelligence, blockchain, Web3 technologies, and decentralized governance.

Drawing extensively upon the transformative theories of Dr. Justin Goldston, this illuminating work introduces readers to pioneering concepts such as AI-Augmented Neuroplasticity, the Hope Diamond Paradox, and the Infinite Cycle Theory. Readers will discover how human civilization's evolution is inherently cyclical, fractal, and decentralized, influenced profoundly by cosmic insights and technological advancements.

Explore a diverse array of profound topics, including:

The mysterious origins and advanced cosmological achievements attributed to the Annunaki.

Fascinating parallels between ancient cosmic knowledge and modern fusion plasma physics.

The evolutionary impact of blockchain and decentralized frameworks on genetic and cultural developments.

The metaverse envisioned as humanity's "New Eden," powered by recursive intelligence and ethical AI governance.

Essential practical and philosophical preparations for humanity's imminent journey beyond our solar system.

The Annunaki Codex is more than a book; it is a roadmap for a decentralized future where humanity harnesses ancient wisdom and cutting-edge technologies to assume its rightful role as cosmic stewards. A must-read for futurists, historians, technologists, and philosophers passionate about shaping humanity's journey into an interconnected and interstellar civilization.
DOI: 10.21233/xr6p-sb84
title: Urengoi-town testate amoebae surface sample dataset

description: Raw data for the Urengoi-town testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/bl5yse
title: TESTING THE RELIABILITY OF GEOMETRIC MORPHOMETRIC AND COMPUTER VISION METHODS TO IDENTIFY CARNIVORE AGENCY USING BI-DIMENSIONAL INFORMATION. Version 2: cropped images

description: Replication Data
DOI: 10.7910/dvn/buokni
title: Replication Data for: Bread Before Guns or Butter: Introducing Surplus Domestic Product

description: Scholars systematically mismeasure power resources and military burdens by using gross domestic product (GDP) as a proxy for the income states can devote to arming. The core problem is that GDP confounds two conceptually distinct forms of income into one additive indicator. Subsistence income represents resources needed to provide the “bread” necessary to cover the basic subsistence needs of the population. Surplus income represents the remaining resources that could be allocated to “guns” or “butter.” Our new measure of surplus domestic product (SDP) corrects for this measurement error by decomposing subsistence income and surplus income from total GDP. Validation exercises demonstrate that SDP outperforms GDP at measuring the distribution of power resources. Though theoretically we expect states’ decisions to arm are influenced by the distribution of power; empirical models using GDP find mixed support for this expectation. Strikingly, using SDP reveals strong support for this proposition.
DOI: 10.7910/dvn/pihrro
title: Bipartisan Infrastructure Law (BIL) Projects Map

description: Downloaded data from DOI's Bipartisan Infrastructure Law (BIL) Projects Map. As described by the Department: "[It is] an interactive map to track funding invested so far from President Biden’s Bipartisan Infrastructure Law in thousands of projects nationwide." [Quote from https://www.doi.gov/investing-americas-infrastructure]
description: BIL Projects Map data was downloaded by Dylan Carlson Sirvent León on December 5th, 2024.
DOI: 10.7910/dvn/y6jj0a
title: Replication Data for: "Estimating the Local Average Treatment Effect Without the Exclusion Restriction"

description: Existing approaches to conducting inference about the Local Average Treatment Effect or LATE require assumptions that are considered tenuous in many applied settings. In particular, Instrumental Variable techniques require monotonicity and the exclusion restriction while principal score methods rest on some form of the principal ignorability assumption. This paper provides new results showing that an estimator within the class of principal score methods allows conservative inference about the LATE without invoking such assumptions. I term this estimator the Compliance Probability Weighting (CPW) estimator and show that, under very mild assumptions, it provides an asymptotically conservative estimator for the LATE. I apply this estimator to a recent survey experiment and provide evidence of a stronger effect for the subset of compliers than the original authors had uncovered. 

Note: Code replicates the results in the manuscript to approximation error
DOI: 10.7910/dvn/bmcjti
title: Replication Data for: Epidemiological insights from genomic analyses of the SARS-CoV-2 infection wave in coastal Kenya, 2023-24

description: &lt;p&gt;This is a replication dataset for the manuscript titled: "&lt;i&gt;&lt;strong&gt;Epidemiological insights from genomic analyses of the SARS-CoV-2 infection wave in coastal Kenya, 2023-24&lt;/strong&gt;&lt;/i&gt;."

&lt;p&gt;The datasets are part of ongoing SARS-CoV-2 surveillance either in the outpatient, inpatient and community within the KHDSS in coastal Kenya. Dataset1 shows the temporal distribution of sample tested and cases positive across the three studies. Dataset2 contains individual case data with demographic characteristics (age, sex etc.), clinical characteristics (including symptoms status, fever, cough among others) and genomic characteristics (variant, nextclade lineage and genome coverage).&lt;/p&gt;
DOI: 10.7910/dvn/kowk1g
title: Fursona: per sonare

description: This paper studies the furry community, a group of individuals with a common passion for depictions of diverse animals bearing anthropomorphic traits. Focalizing on the fursona, this character that every member creates and which gives them a place, a chosen identity. This object unique to furries has features and offers it's user benefits that corresponds to needs (being represented, project themselves, tell others a personal story...etc). This document attempts to identify the particularities of the fursona and explain its omnipresence in the furry community by exploring what it brings to individuals who decide to make of this entity an identity for themselves.
DOI: 10.7910/dvn/zogtez
title: ID 227

description: Microglia Panel - Images
DOI: 10.7910/dvn/bmrqn4
title: Executive Agreements Database, Statement Concerning the Agreement with China On The Conditions Of Construction Of Diplomatic and Consular Complexes In The People's Republic Of China and The United States of America, with Appendices Signed At Washington August 20, 2009 Entered Into Force August 20, 2009

description: TIAS 09-820

cover memo
DOI: 10.7910/dvn/vtvhnc
title: Partial Ground-Based Miniaturized Ultra Wideband Microstrip Patch Antenna

description: Abstract
Objective: To implement a miniaturized ultra-wideband microstrip patch antenna for wireless applications. Methods: The antenna design is established on the FR-4 substrate with a relative permittivity of 4.4 and a thickness of 1.60 mm. The entire area of the projected antenna is 26.33 x 19.39 x 1.60 mm³, and it is simulated in the CST MWS tool. An inset-fed patch and a modified ground plane are utilized to construct the antenna. Findings: The antenna's working frequency range is from 3.780 to 10.460 GHz with a peak gain of 4.8 dBi. The parameters such as VSWR, radiation patterns, return loss, and gain of the antenna are presented in this letter. Novelty: Designing an inset-fed patch antenna with a wide bandwidth is a challenge. Novelty can come from achieving a wider bandwidth than previously reported by optimizing the feed point location. The majority of the designed ultra-wideband antenna structures are complex with large sizes, but the existing antenna structure is implemented using an inset-fed patch and partial ground method. The fabricated antenna satisfies the desirable ultra-wideband performance in the 3.1–10.6 GHz frequency band. The antenna can be utilized for X-band, C-band, RFID, upper S-band, and satellite communication applications.

Keywords: Ultra­wideband, Microstrip antenna, Partial ground plane, inset fed patch, Return loss, Radiation Patterns, Gain, VSWR
DOI: 10.7910/dvn/wxswsg
title: Executive Agreements Database, Statement Concerning Amendment with Spain to the Project Agreement Annex to the February 28, 2002 Agreement For Research Development, Tests, Evaluation, Production, and Life Cycle Support Activities For Technologies and Systems For AEGIS-Equipped Ships Signed At Washington and Madrid June 26, 29, 2009, Entered Into Force June 29, 2009

description: KAV 8727

cover memo
DOI: 10.21233/ng0d-dj20
title: King & Kapp 1963 Site 16 pollen surface sample dataset

description: Raw data for the King & Kapp 1963 Site 16 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/ln2few
title: Executive Agreements Database, Statement Regarding Agreement Between The United States and The United Nations to Extend The Agreement Of Mar 14, 1994, Concerning the provision Of Assistance On A Reimbursable Basis In Support of the Operations of the United Nations In The Former Yugoslavia Signed At New York Mar 20, 1996

description: KAV 4555 cover memo
DOI: 10.7910/dvn/x6c6pv
title: Replication Data for "Bottom Up? Top Down? Determinants of Issue-Attention in State Politics"

description: This repository contains the replication code for the paper "Bottom Up? Top Down? Determinants of Issue-Attention in State Politics", authored by Andreu Casas, Oscar Stuhler, Julia Payson, Joshua A. Tucker, Richard Bonneau, and Jonathan Nagler; and conditionally accepted for publication at The Journal of Politics. Here a link to the GitHub version: https://github.com/CasAndreu/lead_follow_states_jop.
DOI: 10.21233/gjr2-r187
title: LDDsite2530 water chemistry dataset

description: Raw data for the LDDsite2530 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/afgwrv
title: Zero Energy Buildings Database

description: The Net Zero Energy Buildings (NZEB) Database originated during the IEA Annex 40 in 2010, building on an inventory initially developed by Dr. Eike Musall at Wuppertal University. Starting as a modest collection of case studies, it has grown into a detailed and continuously expanding repository of large-scale NZEB projects across diverse climates and building typologies. Expanded significantly during the research for Net Zero Energy Buildings (NZEB): Concepts, Frameworks, and Roadmap for Project Analysis and Implementation (Attia, 2018), the database now features over 500 projects from more than 50 countries.

This repository not only catalogs project data but also includes the sources and references that underpin the collection, ensuring transparency and traceability of information. While currently private, the database continues to grow, offering valuable insights into the complexities of net-zero energy design and implementation. It serves as a critical resource for advancing sustainable practices and bridging the gap between ambition and execution in large-scale projects.
DOI: 10.7910/dvn/pqpnzu
title: Replication Data for: Historical Agricultural Risk Explains Cultural Divergence in China

description: Our paper is based on individual-level data from the China Family Panel Studies 2010 baseline survey (CFPS, 2010). Although we are not permitted to share the data, it is available for free at: http://www.isss.pku.edu.cn/cfps/download/login.
The data on farmers' cooperatives supporting Table 4 were obtained from the China Academy for Rural Development-Qiyan China Agri-research Database (CCAD). Although we are not permitted to share the data, it can be requested at: https://r.qiyandata.com/welcome. All other data supporting this study and the codes are in the directory Data.
DOI: 10.7910/dvn/z0b94f
title: Datasets and Codebooks

description: We present three new integrated datasets that include electoral, institutional, ideological and government composition data on the country and regional level (RD|CED, RED and RPSD). With this data, we cover 337 country elections on the regional level, 2,226 regional elections and 2,825 regional cabinets in 365 regions of 21 countries from 1941 to 2019, accounting for 800 political parties and their ideological positions. &lt;br&gt;
The aggregated data can be inspected and displayed on the new data portal: http://multi-level-cross-level-politics.eu/. &lt;br&gt;
Through our GitHub repository, anyone can propose extensions and corrections to our data on a rolling basis: https://github.com/leonce-collab/Multi-level-Data
DOI: 10.7910/dvn/abc1ic
title: PDB: 3G04, Crystal structure of TSH receptor in complex with human mAb autoantibody M22 (310K, 37°C, 400 ns): random seed #1 &gt; RMSD, SASA, RMSF, Rg, H-bonds

description: PDB: 3G04, Crystal structure of TSH receptor in complex with human mAb autoantibody M22 (310K, 37°C, 400 ns): random seed #1 &gt; RMSD, SASA, RMSF, Rg, H-bonds
DOI: 10.7910/dvn/w77nea
title: Improved LM Test for Robust Model Specification Searches in Covariance Structure Analysis: Application in Political Science Research

description: Covariance Structure Analysis (CSA) or Structural Equation Modeling (SEM) is critical for political scientists measuring latent structural relationships, allowing for the simultaneous assessment of both latent and observed variables, alongside measurement error. Well-specified models are essential for theoretical support, balancing simplicity with optimal model fit. However, current approaches to improving model specification searches remain limited, making it challenging to capture all meaningful parameters and leaving models vulnerable to chance-based specification risks. To address this, we propose an improved Lagrange Multipliers (LM) test incorporating stepwise bootstrapping in LM and Wald tests to detect omitted parameters. Monte Carlo simulations and empirical applications underscore its effectiveness, particularly in small samples and models with high degrees of freedom, thereby enhancing statistical fit.
DOI: 10.21233/rn65-2k02
title: Anneray pollen dataset

description: Raw data for the Anneray pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/ykvyof
title: For PLOS ONE

description: Dataset for PLOS ONE
DOI: 10.21233/qaam-aj28
title: Memorial Lake ostracode surface sample dataset

description: Raw data for the Memorial Lake ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/ewigr4
title: Replication Materials for "Weapons of the Weak: Technological Change, Guerrilla Firepower, and Counterinsurgency Outcomes"

description: Online appendix for Pischedda et al., Weapons of the Weak, Journal of Conflict Resolution
DOI: 10.7910/dvn/ex0tmy
title: Replication Data for 2025 NatComm_CTO paper

description: Replication Data for 2025 NatComm_CTO paper
DOI: 10.7910/dvn/wlehdv
title: Replication Data for: An Efficient and Interpretable Machine Learning Model for Predicting Breast Cancer Subtypes using Gene Expression Profiles
title: TCGA gene expression dataset for BRCA Subtypes

description: This dataset contains gene expression data of breast cancer carcinoma (BRCA) samples that were extracted from The Cancer Genome Atlas (TCGA) repository on February 25, 2023. All all non-tumor samples from the dataset, resulting in a total of 1,099 tumor samples representing 5 BRCA subtypes: Basal-Like, Her-2, Luminal-A, Luminal-B, and Normal-Like. Features with a mean expression value of less than 0.04 were also removed from the dataset. That leaves 34,395 features out of 60,600. Finally, the log2 transformations were performed on the gene expression values. 
&lt;br&gt;&lt;br&gt;
The dataset were virtically partitioned based on feature types to make four datasets contains distict types of feature expression values. This dataset contains 5 csv files as follows: 
&lt;br&gt;&lt;br&gt;
1. dataL2.csv : 1,099 tumor samples and 34,395 features.&lt;br&gt;
2. dataL2-mRNA.csv : 1,099 tumor samples and 16,967 features (mRNA).&lt;br&gt;
3. dataL2-mRNA.csv : 1,099 tumor samples and 624 features (miRNA).&lt;br&gt;
4. dataL2-mRNA.csv : 1,099 tumor samples and 8,291 features (lncRNA).&lt;br&gt;
5. dataL2-mRNA.csv : 1,099 tumor samples and 8,516 features (otherRNA).&lt;br&gt;
6. labels.csv : 1,099 tumor samples with subtype class label (Label 0: basal-like 194 samples, Label 1: Her-2 82 samples, Label 2: Luminal-A: 569 samples, Lavel 3: Luminal-B 209 samples, Normal-like 40 samples.)
DOI: 10.7910/dvn/xy8qhm
title: Replication Data for: Mirroring of the Dragon: How Values and Political Values Affect Perception of China’s National Image? Evidence from the Asian Barometer Survey

description: Previous research on national image primarily focuses on two areas: (1) the effects of national image propaganda, and (2) the role of media in constructing national image, but few studies have discussed the impact of values and political values on people’s perception of national image. According to the VAB model, this article studies the relationship between different values, political values and perception of China’s national image. By using the Asian Barometer Survey data, this article finds that (1) The openness to change-conservation values has significant but different impacts on the cognitive and affective dimension of people’s perception of China’s national image, while the self enhancement-self transcendence values can only influence the cognitive dimension; (2) Weaker freedom political values and stronger equality political values lead to more positive affective inclination towards China, while people with stronger democracy political values and freedom political values tend to believe China has a great deal of influence on their country; (3) Different political values serve as varying mediators between values and perception of China’s national image; (4) Compared to the values and political values, the national interest perception exerts a deeper influence on perception of China’s national image; (5) Compared to the global level, people’s national interest perception at the regional level such as Asian level has a stronger effect. These conclusions offer a new perspective for understanding the role of micro-level individual characteristics in the construction of national image.
DOI: 10.7910/dvn/zfvcu9
title: Towards a Food Secure Future under Changing Climate in Ghana: The Role of Opportunity Crops

description: Data output from Ghana simulation runs