cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/9bvjgu
title: Replication Data for: Party Systems, Democratic Positions, and Regime Changes: Introducing the Party-System Democracy Index

description: Replication Data for Party Systems, Democratic Positions, and Regime Changes: Introducing the Party-System Democracy Index
DOI: 10.7910/dvn/wnxlyg
title: Replication Data for "Is the Climate Regime Complex Effective?"

description: This file contains the data we used to conduct our quantitative analysis in the article "Is the International Climate Regime Complex Effective?
Identifying and explaining patterns of diffusion in
climate change mitigation policy."
DOI: 10.7910/dvn/epu7uw
title: scoop_with_spatula

description: Dataset for the scoop_with_spatula task of the robotics benchmark.
DOI: 10.21233/4v0m-tw24
title: Goddard [30.42] vertebrate fauna dataset

description: Raw data for the Goddard [30.42] vertebrate fauna 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/vvhur5
title: Replication Data for: Russian Television and Conspiracy Beliefs: Insights from Kazakhstan

description: Replication Data for: Russian Television and Conspiracy Beliefs: Insights from Kazakhstan
DOI: 10.7910/dvn/l9idnb
title: Replication Data for: Mixed Signals From Prison? Post-Secondary Vocational Credentials, Race, and Post-Release Employment

description: Despite the renewed bipartisan policy support for post-secondary correctional education (PSCE) as a pathway to reduce post-release labor market barriers, extant studies often find mixed and inconsistent economic returns, with limited attention to how PSCE interacts with persistent racial discrimination to shape job prospects. Drawing on signaling and social status theories, this study examines whether PSCE credentials, particularly vocational certificates, improve post-release employment outcomes and whether race moderates signaling effects. Through a matched correspondence audit study of 1,502 employers seeking heating, ventilation, and air conditioning (HVAC) workers, this article advances understandings of the signaling value of PSCE in skilled trade labor markets. Results indicate that HVAC credentials improved callback chances for applicants regardless of prison record status, yet this advantage was not adequate for completely overcoming stigma. While HVAC credentials earned during incarceration operated similarly for Black and White men, the additive effects of racial discrimination and prison record stigma created compounded disadvantages for Black formerly incarcerated men. These findings demonstrate both the promise and limitations of PSCE vocational credentials for improving job opportunities and highlight the need for integrated policy solutions that address both the mark of a prison record and racial discrimination in skilled trade labor markets.
DOI: 10.7910/dvn/nodqv4
title: Replication Data for First line switch to B/F/TAF for treatment of HIV in older adults ≥60 years in Kenya

description: This is week 48 dataset from the First line switch to B/F/TAF for treatment of HIV in older adults ≥60 years in Kenya or the B/F/TAF elderly study in short. The trial enrolled 520 participants aged ≥ 60 years old from among people receiving outpatient HIV care in two sites in Kenya. The variables contained in the dataset are; demographics, ARV history, body mass index, baseline and follow-up laboratory investigations (Viral load, CD4, blood sugar, renal function, lipids), and descriptive adverse event variables.
DOI: 10.7910/dvn/nlsghc
title: WWS24

description: This report describes the results of a nationwide survey of Spanish speakers on winter weather in the United States. The 2024 Winter Weather Spanish Survey (WWS24) was designed and administered by the Institute for Public Policy Research and Analysis (IPPRA) at the University of Oklahoma. It is the second time the survey has been translated into Spanish (see Bitterman et al. 2024 for more information on the 2023 Winter Weather Spanish Survey (WWS23)). It was fielded from December 11, 2024 - January 6, 2025, using an online questionnaire that was completed by 447 U.S. adults (age 18+) who self-reported that they speak Spanish at least “well” and were recruited from an Internet panel that matches the characteristics of the U.S. Spanish speaking population as estimated in the U.S. Census. The WWS23 survey was designed to establish baseline measures of the extent to which U.S. Spanish-speaking adults receive, understand, and respond to winter weather forecasts and warnings. The survey also measured public trust in the National Weather Service (NWS), extreme weather perceptions, risk literacy, interpretations of probabilistic language, and winter weather preparedness. In the WWS24 survey, those baseline questions were refined, and experiments were added investigating the impact on understanding and response when colors on weather forecast graphics go against what is expected, when health information is added to messaging, and when forecasters include their level of confidence in a forecast. This report briefly describes the methodology, survey data collection, data weighting, and a reproduction of the survey instrument with weighted means and frequencies for the questions that elicited numeric responses.

NOAA’s Weather Program Office provided funding for survey design and data analysis.
DOI: 10.7910/dvn/mgilrm
title: Wood Typification by MasSpec Pen Technology

description: This dataset contains the sample information file and the raw data from the direct analysis of Brazilian Mahogany, Andiroba, Cedar, and African Mahogany wood samples using MasSpec Pen technology.
DOI: 10.7910/dvn/wfmzwp
title: Extracted Data From: Billion-Dollar Weather and Climate Disasters

description: This submission includes publicly available data extracted in its original form. &lt;br /&gt;&lt;br /&gt;

If you have questions about the underlying data stored here, please contact National Centers for Environmental Information, ncei.info@noaa.gov.&lt;br /&gt;
If you have questions or recommendations related to this metadata entry and extracted data, please contact the CAFE Data Management team at: climatecafe@bu.edu.
&lt;br /&gt;&lt;br /&gt;

The National Centers for Environmental Information (NCEI) is the Nation's Scorekeeper in terms of addressing severe weather and climate events in their historical perspective. As part of its responsibility of monitoring and assessing the climate, NCEI tracks and evaluates climate events in the U.S. and globally that have great economic and societal impacts. NCEI is frequently called upon to provide summaries of global and U.S. temperature and precipitation trends, extremes, and comparisons in their historical perspective. The Billion-dollar disasters product is intended to show the impact of extreme weather and climate events on the economy in inflation adjusted dollars. . . &lt;br /&gt;&lt;br /&gt;
The U.S. has sustained 403 weather and climate disasters since 1980 where overall damages/costs reached or exceeded $1 billion (including CPI adjustment to 2024). The total cost of these 403 events exceeds $2.915 trillion.&lt;br /&gt;&lt;br /&gt;
In 2024, there were 27 confirmed weather/climate disaster events with losses exceeding $1 billion each to affect United States. These events included 1 drought event, 1 flooding event, 17 severe storm events, 5 tropical cyclone events, 1 wildfire event, and 2 winter storm events. Overall, these events resulted in the deaths of 568 people and had significant economic effects on the areas impacted. The 1980–2024 annual average is 9.0 events (CPI-adjusted); the annual average for the most recent 5 years (2020–2024) is 23.0 events (CPI-adjusted). &lt;br /&gt;
[Quotes from https://www.ncei.noaa.gov/access/billions/]
description: This submission includes publicly available data extracted in its original form. Please reference the Related Publication listed here for source and citation information.

Billion-Dollar Weather and Climate Disasters data was downloaded by Anne Gunn on 2025-02-26
DOI: 10.7910/dvn/efw32c
title: Harvard CGA Geotweet Census Archive

description: The Harvard CGA Geotweet Census Archive is a subset of the &lt;a href=https://doi.org/10.7910/DVN/3NCMB6&gt; Harvard CGA Geotweet Archive v2.0 &lt;/a&gt; enriched with geographic data from 8.18 million U.S. census blocks. The dataset contains over 2 billion geo-tagged tweets from 2010 to 2023 in the United States and includes tweet and user identification records, along with census block information from the &lt;a href="https://data.census.gov/"&gt; U.S. Census Bureau &lt;/a&gt;.

This dataset enables the visualization and analysis of tweet content within fine-grained census units across the United States. 

The dataset is available to the larger Harvard academic community. &lt;p&gt; If you are interested in accessing the archive please, please fill out &lt;a href="https://gis.harvard.edu/contactus"&gt;CGA contact form&lt;/a&gt;. &lt;p&gt;
========================================================
&lt;p&gt;Schema of Geotweet Census Archive&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Field name____TYPE____Description&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;message_id&lt;/strong&gt;----TEXT----Tweet ID&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;user_id&lt;/strong&gt;----TEXT----User ID number&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;fip&lt;/strong&gt;----FLOAT----County fips code&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;county&lt;/strong&gt;----TEXT----County name&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;state&lt;/strong&gt;----TEXT----State abbreviation&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;GEOID20&lt;/strong&gt;----FLOAT----Census block geoid&lt;/p&gt;
DOI: 10.7910/dvn/wi62ij
title: A99_12830.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/e4086098-853e-9794-16c2-f6e3f59a9511'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/e4086098-853e-9794-16c2-f6e3f59a9511
DOI: 10.7910/dvn/mgner1
title: Replication Data for: Valuing the Benefits of Reducing Firearms Violence in the United States

description: This directory contains the replication data and analytical files for the paper titled "Valuing the Benefits of Reducing Firearms Violence in the United States"
DOI: 10.7910/dvn/wey2ca
title: The study on the relationship between mobile phone addiction and social anxiety in college students：The moderating effects of student club participation

description: The study on the relationship between mobile phone addiction and social anxiety in college students：The moderating effects of student club participation
DOI: 10.7910/dvn/whopim
title: Replication Code for: "What Triggers Mortgage Default? New Evidence from Linked Administrative and Survey Data"

description: This is replication code for the paper "What Triggers Mortgage Default? New Evidence from Linked Administrative and Survey Data"
DOI: 10.7910/dvn/mfafln
title: ChatGPT responses to thyroid cancer queries

description: Twenty thyroid cancer related questions were provided to ChatGPT to obtain answers for a mixed-methods evaluation.
DOI: 10.7910/dvn/wlhmou
title: ظهور ویژگی‌های غریزی. گام اول: مفاهیم و ایده‌های جدید

description: English:
This article constitutes the introductory section of a comprehensive research study. The first installment has been published in six languages—English, French, Persian, German, Spanish, and Arabic—and is available on the official website of the Andishe Online Germany (AOG) research institute. Subsequent volumes of this study will be published in forthcoming editions.
In this paper, we outline a set of novel physical concepts related to the emergence of intrinsic properties and provide a preliminary explanation of the mechanisms underlying their operation at both the quantum and material levels.

فارسی (Persian):
این مقاله بخش مقدماتی یک پژوهش جامع را تشکیل می‌دهد. بخش اول به شش زبان انگلیسی، فرانسوی، پارسی، آلمانی، اسپانیایی و عربی، منتشر شده و در وب‌ سایت رسمی مؤسسه تحقیقاتی اندیشه آنلاین آلمان (AOG) در دسترس است. نسخه های بعدی این مطالعه درآینده منتشر خواهند شد. در این مقاله، مجموعه‌ای از مفاهیم فیزیکی نوین مرتبط با ظهور خواص ذاتی را تشریح می‌کنیم و توضیحی مقدماتی درباره مکانیزم‌های زیربنایی عملکرد آن‌ها در سطوح کوانتومی و مادی ارائه می‌دهیم.
DOI: 10.7910/dvn/md8pst
title: Extracted Data From: Gas Distribution, Gas Gathering, Gas Transmission, Hazardous Liquids, Liquefied Natural Gas (LNG), and Underground Natural Gas Storage (UNGS) Annual Report Data

description: This submission includes publicly available data extracted in its original form. If you have questions about the underlying data stored here, please contact the PHMSA Office of Pipeline Safety (phmsa.pipelinesafety@dot.gov)
&lt;br /&gt;
"The Code of Federal Regulations (49 CFR Parts 191, 195) requires operators gas distribution, gas gathering, gas transmission, hazardous liquid, LNG, and UNGS to submit annual reports to PHMSA. Annual reports include information such as total pipeline mileage, facilities, commodities transported, miles by material, and installation dates. These annual reports are widely used by safety researchers, government agencies, industry professionals, and by PHMSA personnel for inspection planning. Failure to report may result in enforcement action including civil penalties under 49 U.S.C. § 60122 and 49 CFR § 190.223.Data in the ZIP file is updated monthly and will change in response to supplemental reports from the operators." 
&lt;br /&gt;
Quote from https://www.phmsa.dot.gov/data-and-statistics/pipeline/gas-distribution-gas-gathering-gas-transmission-hazardous-liquids
description: This submission includes publicly available data extracted in its original form. Please reference the Related Publication listed here for source and citation information.

Gas Distribution, Gas Gathering, Gas Transmission, Hazardous Liquids, Liquefied Natural Gas (LNG), and Underground Natural Gas Storage (UNGS) Annual Report Data data was downloaded by Allison James on 2025-01-31
description: Terms and conditions were captured directly from the DOT and are pasted below:
"You are accessing a U.S. Government information system. This information system, including all related equipment, networks, and network devices, is provided for U.S. Government-authorized use only. Unauthorized or improper use of this system is prohibited, and may result in civil and criminal penalties, or administrative disciplinary action. The communications and data stored or transiting this system may be, for any lawful Government purpose, monitored, recorded, and subject to audit or investigation. By using this system, you understand and consent to such terms."
DOI: 10.21233/2rrt-nr09
title: Long Lake water chemistry dataset

description: Raw data for the Long Lake 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/9swbt6
title: Replication data for CanberraInbox: Political communication, the personal vote and representation styles – studying legislators’ e-newsletters in Australia

description: This is the set of e-newsletters used for the analysis in "CanberraInbox: Political communication, the personal vote and representation styles – studying legislators’ e-newsletters in Australia". The ongoing dataset, which is regularly updated, is available at www.canberrainbox.com.au
description: This is the set of e-newsletters used for the analysis in "CanberraInbox: Political communication, the personal vote and representation styles – studying legislators’ e-newsletters in Australia". The ongoing dataset, which is regularly updated, is available at www.canberrainbox.com.au
DOI: 10.7910/dvn/vkfqsr
title: Prevalence of uterine disorders in bitches and queens at a veterinary hospital in Fortaleza from 2020 to 2023

description: Database including information on female canine and feline patients who underwent abdominal and scrotal ultrasound examinations at the Sylvio Barbosa Cardoso Veterinary Hospital of the State University of Ceará from January 2020 to December 2023. Data includes: A) About the patient: identification number in the study, species, sex, reproductive status, breed, age. B) About the ultrasound examination: date of the examination, uterine description, and additional reproductive observations. (2024)
description: Dataset created using Microsoft Excel 16
DOI: 10.7910/dvn/nmic6g
title: Extraction with Map-Reduce Framework and Correlation-based Feature Selection in Lung Cancer Towards Big Data

description: Abstract
Background/objectives: To extract nucleus and cytoplasm that intend to optimize features in high-dimensional images such as all types of raw sputum cells. To calculate following features efficiently: Area, Perimeter, Intensity, NC Ratio, and Circularity.

Methods/Statistical analysis: To take results in proposed stride, we introduced map-reduce framework for separating similar cells from sputum cell images that have been collected from Microscope lab images with intended magnification and staining. To avoid model learn from irrelevant features, feature selection methods with correlation-based feature selection contributes appropriate features that are then fed for classification. Features here converted to vectors for the estimation of symmetric uncertainty, correlationbased approach.

Findings: Performance evaluation metrics checks into the contribution to measure it’s out coming performance. Even though lot of works relied on feature extraction, our work combines feature extraction with map-reduce framework which improves accuracy for classification. Our proposed method makes extraction of nucleus and cytoplasm easier than other methods. Optimized performance assured in proposed feature selection.

Novelty/ applications: Eventual accuracy for every feature in proposed stride improves than other existing works. In addition, ROC curves proves higher true positive rate even in increased datasets. Another significant innovation in our work is map-reduce framework applies in images to sort cells with respect to staining.

Keywords: Health Care, Correlation, Classification, Big Data, Mapreduce, Sputum.
DOI: 10.7910/dvn/w2b1v0
title: Replication Data for: Survey Methods for Estimating the Size of Weak-Tie Personal Networks

description: Researchers increasingly use aggregate relational data to learn about the size and distribution of survey respondents’ weak-tie personal networks. Aggregate relational data are collected by asking questions about respondents’ connectedness to many different groups (e.g., “How many teachers do you know?”). This approach can be powerful, but to use aggregate relational data, researchers must locate external information about the size of each group from a census or administrative records (e.g., the number of teachers in the population). This need for external information makes aggregate relational data difficult or impossible to collect in many settings. Here, the authors show that relatively simple modifications can overcome this need for external data, significantly increasing the flexibility of the method and weakening key assumptions required by the associated estimators. The key idea is to estimate the size of these groups from the sample of survey respondents, rather than relying on external sources of information. These methods are appropriate for using a sample survey to study the size and distribution of weak-tie network connections. They can also be used as part of the network scale-up method to estimate the size of hidden populations. The authors illustrate this approach with two empirical studies: a large simulation study and original household survey data collected in Hanoi, Vietnam.
DOI: 10.21233/fsgt-sp35
title: CNTA11 pollen surface sample dataset

description: Raw data for the CNTA11 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/6y3vp4
title: Draft Model

description: A draft on what Data Valuation is, how it contributes & influences the Data Economy, What are the standards and how could we evolve.
DOI: 10.7910/dvn/ei9lio
title: Replication Data for: Protecting The Vote? Peacekeeping Presence And The Risk Of Electoral Violence

description: Democracy assistance, including the promotion of electoral security, is often a central component of contemporary peacekeeping operations. Preventing violence during post-conflict elections is critical for the war-to-democracy transition. Yet, we know little about the role of peacekeepers in this effort. To fill this gap, we provide the first comprehensive sub-national study of peacekeeping effectiveness in reducing the risk of electoral violence. We combine geo-referenced data on peacekeeping deployment across all multidimensional peacekeeping missions in Africa over the past two decades with fine-grained data on electoral violence. We find a negative association between peacekeeping presence and the risk of electoral violence. The relationship is of similar magnitude in the pre- and post-election period. However, the association is more strongly negative for violence perpetrated by non-state actors compared to violence perpetrated by government-affiliated actors. Analyses using two-way fixed effects models and matching mitigate potential selection biases.
DOI: 10.7910/dvn/mg8xxz
title: Executive Agreements Database, Statement Regarding the Agreement Between The United States and Russia Amending the Agreement Of September 23, 1997, As Amended, Concerning the Modification of the Operating Seversk (TOMSK Region) and Zheleznogorsk (KRASNOYARSK Region) Plutonium Production Reactors Signed At Moscow and Washington October 20, 1999 and January 21, 2000

description: KAV 8804 cover memo
DOI: 10.7910/dvn/jdssyr
title: Replication Data for: Holding Justice Accountable: Intensive vs. Extensive Margins in Prosecutor Elections

description: A dataset of survey responses. 
Code to replicate the analysis from the paper.
DOI: 10.7910/dvn/jxvu6l
title: Replication Data for: Cortical Superficial Siderosis is Associated with Reactive Astrogliosis in Cerebral Amyloid Angiopathy

description: Raw images and post-processed data sets used to generate figures and tables in PMID: 37635208. 

Raw images saved in the following format: 
CAA(original case #)_(block #)_(stain).png. 
Block #s defined as: 1 = frontal, 4 = temporal, 5 = parietal, 7 = occipital. Note, cases were renumbered during processing, see datadictionary.xlsx file for details. The following files containing post-processed data are included: Edge analysis.xlsx, Inflammationvsiron.xlsx, lobecomparisons.xlsx, and ringweightanlaysis.xlsx (details within each file's metadata). 
Code for analysis provided here: https://github.com/CorinneAuger/cSS-reactive-astrogliosis/. 
*Note, Aiforia(R) used for initial image processing as detailed in the manuscript. Aiforia(R) models for object/cell detection available on request to mkozberg@mgh.harvard.edu.