cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/868rwy
title: A Textual Data Analysis of the Union Budget of India

description: Abstract
Objectives: To present a textual data analysis of the Union Budgets of India for financial years 2019-20 to 2023-24). Examining the policy narratives, key announcements, and thematic emphasis in Budget speeches to explore about the government's priorities. Methods : The analysis is centered on the budget presented by Nirmala Sitharaman, the Finance Minister of India. The study emphases on the budget speeches conveyed by her and serves a combination of quantitative and qualitative techniques to classify the main themes and primacy of the budget. To categorize the discourse into diverse subjects, Natural Language Processing (NLP), Topic Modeling and Sentiment Analysis methods are used. Findings: The outcomes recommend that the budget emphases on encouraging commercial growth, improving living standard, and providing liberation to many sectors affected by the COVID-19 pandemic. “India”, “Government”, “Infrastructure”, “Sector” etc. are some of the words which are used repeatedly in each budget presented. Further high value of Term Frequency-Inverse Document Frequency (TF-IDF) suggests that India (0.323), Government (0.315), Tax (0.268), Crores (0.380) are some of the words which are the most important and relevant words during Budget presentations. Correlation matrix suggests that topic 1 is highly negatively correlated with topic 2 (coefficient value – (-0.832)). The paper concludes by deliberating the repercussions of the budget on the Indian economy and the challenges that are to be addressed to attain the budget's intents. Novelty : Largely, the research paper delivers an all-inclusive understanding of the Indian Union Budget and its possible influence on the country's economic and social development.

Keywords: Textual Data Analysis, Union Budget, Nirmala Sitharaman, Bag of Words, Sentiment Analysis, TF-IDF
DOI: 10.7910/dvn/81ii8s
title: Replication Data for: Uncertainty Quantification in Synthetic Controls with Staggered Treatment Adoption

description: Review of Economics and Statistics: Forthcoming
description: Volume XX, Issue X
DOI: 10.7910/dvn/astt1i
title: Replication Code for "Partisan Change with Generational Turnover: Latino Party Identification from 1989-2023"

description: These three .Rmd files do the following:

1. Clean each survey dataset (latinopid_dataclean.Rmd)
2. Re-calculate post-stratified survey weights using Census/ACS data (latinopid_mrpweights.Rmd)
3. Produce manuscript and appendix tables and figures (latinopid_analysis.Rmd)
DOI: 10.7910/dvn/7t52fk
title: Efficacy and safety of hybrid surgery versus anterior cervical discectomy and fusion in multilevel cervical degenerative disc disease: A systematic review and meta-analysis

description: supplementary data for the study
DOI: 10.7910/dvn/wtmzid
title: Databases from the manuscript: Motivation-Procrastination-ChatGPT Dependence

description: Databases from the manuscript: Motivation-Procrastination-ChatGPT Dependence
DOI: 10.7910/dvn/tb6t0p
title: Replication Data for: Coalition Government Formation and Policy Payoffs

description: replication files for Coalition Government Formation and Policy Payoffs in the European Journal of Political Research
DOI: 10.21233/m9bx-fa11
title: Scotty Creek testate amoebae surface sample dataset

description: Raw data for the Scotty Creek 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/85eecg
title: Replication Data for: Are Major Customers Friends or Masters? Evidence from Customer Fraud Revelations

description: This folder contains replication code and pseudo data for "Are Major Customers Friends or Masters? Evidence from Customer Fraud Revelations" by Shantanu Banerjee, Sudipto Dasgupta, and Rui Shi, Review of Corporate Finance Studies
DOI: 10.7910/dvn/oaarcy
title: State Offices Precinct-Level Returns 2022

description: This dataset contains precinct-level returns for state offices on November 8, 2022.
DOI: 10.7910/dvn/mrpwac
title: Toward Climate Justice: Resilience and Adaptation Strategies for Vulnerable Developing Countries

description: Toward Climate Justice: Resilience and Adaptation Strategies for Vulnerable Developing Countries

Surender Kumar¹, Maureen O'Sullivan², Abhnash K Bains³, Vidya Padmakumar⁴, Silverio Allocca⁵, Gelito Inacio Franco Sululu⁶, Cristiano Carocci⁷, Anu Gauba⁸, Clare Walker⁹, & Progga Parmita Chowdhury¹⁰

¹ ALA Fellow, Melbourne University, Australia / India, ² Fellow, Oxford Centre for Animal Ethics, University of Galway, Ireland, ³ Ishkama Global Change CIC, London, United Kingdom, ⁴ EcoDiversity Lab, New Hazelton, British Columbia, Canada, ⁵ Researcher & Analyst, Italy, ⁶ National Representative, Commonwealth Youth Climate Change, Mozambique, Africa, ⁷ Political and Cultural Analyst, Italy, ⁸ Principal & Professor, Department of Nursing, GD Goenka University, Gurgaon, Haryana, India, ⁹ Clare Walker Consulting Ltd, England, ¹⁰ Independent Researcher, National University of Bangladesh

Abstract
Climate change disproportionately affects developing countries due to their limited adaptive capacity, socio-economic constraints, and increased exposure to climate-related hazards. This paper investigates resilience and adaptation strategies through the lens of climate justice, highlighting the importance of equitable and inclusive approaches. Using a secondary research methodology, it synthesizes theoretical frameworks and empirical data from peer-reviewed literature, international reports, and climate finance databases. A quantitative analysis evaluates adaptation investments and their impact on reducing vulnerability, supported by numerical calculations and country-specific case studies. The study concludes with actionable policy recommendations aimed at achieving both sustainability and justice.
DOI: 10.7910/dvn/obhzb8
title: Digitized Images of the best Palomar 5m (200 inch) photographic plates of Cassiopeia A taken between October 1951 and September 1989.

description: Palomar Observatory 's 5m (200 inch) telescope images represent the best ground-based photographs taken of the Cassiopeia A supernova remnant (Cas A) during the period from 1951 to 1989. The first Palomar image was taken in September 1951 by Walter Baade less than a month after F. Graham Smith announced the first accurate
position of the Cas A remnant based on radio measurements. &lt;br&gt;

Most of these plates were obtained by Walter Baade, Rudolph Minkowski and Sidney van den Bergh, with a few addition ones taken by Halton Arp, Joseph Miller and Donald Shane at the request of Baade and/or Minkowski. These Palomar images formed the basis of the first investigations of the Cas A's optical emission structure and expansion properties. &lt;br&gt;

The images were obtained at the prime focus of the 5m telescope on photographic plates 5 x 7 inches in size with various Kodak photographic emulsions and optical filters. They were often taken with the prime focus Ross corrector and have a plate scale of $0.1''$ per millimeter. &lt;br&gt;

This 12 image collection is those good to fair quality images deemed to be among the best taken. Photographic plates were first cleaned of surface dust and then digitized using the high- speed digitizing scanning machine DASCH (Simcoe 2006, Laycock 2010) at the Harvard–Smithsonian Center for Astrophysics. Only the central $7.7' \times 5.9'$ region of these plates were scanned and then digitized at a pixel scale of 0.42$''$ pixel$^{-1}$. However, three of some of the best images were separately scanned at a higher resolution ($0.141''$ pixel$^{-1}$) using the Yale Astronomy Department's PDS microdensitometer. &lt;br&gt;

Most images are in FITS format with WCS coordinates and are typically 3.7 MB in size where as three "HiRes" versions of plates PH3033S, PH563vB, and PH7252vB are 26 MB in size and cover a somewhat larger scanned FOV thus covering the remnant's NE ejecta jet more completely.
&lt;br&gt;
DOI: 10.7910/dvn/e1ueqi
title: Replication Code for Immigrant Single Mothers in Germany: An Intersectional Perspective on a Group at Risk

description: This is the replication syntax for:

Manuscript: Immigrant Single Mothers in Germany: An Intersectional Perspective on a Group at Risk

Authors: Linda Maciejewski and Niklas Harder
Affiliations: Leipzig University and DeZIM e.V.
DOI: 10.21233/v2aj-pd62
title: Site 11a, Georgian Bay, Canadian Hydrographic Service pollen surface sample dataset

description: Raw data for the Site 11a, Georgian Bay, Canadian Hydrographic Service 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/wuwuis
title: DArTag single nucleotide ploymorphism (SNP) data for catla

description: DArTag single nucleotide ploymorphism (SNP) data for catla including markers for parentage assignment and sex determination
description: Type: Dataset; Sub-type(s): Other (DArTag single nucleotide ploymorphism (SNP) data)
DOI: 10.7910/dvn/atcqvi
title: Gait kinematics and cognitive skills in Parkinson disease

description: Parkinson disease (PD) is a neurodegenerative disorder with both motor and cognitive dysfunctions. Gait disturbance is a cardinal biomarker of PD while cognitive deficit and impairment have heterogenous presentations. However, both may be evident early in disease course and occur concomitantly. In this study, cognitive assessments of response inhibition (RI), working memory (WM), and mental rotation (MR) were correlated with gait kinematics of single task (ST), dual-task (DT), and timed-up-and-go (TUG) locomotion in a highly functioning PD cohort. Kinematic analysis was obtained via a deep learning marker-less motion capture system. Our findings suggest working memory (WM) and mental rotation (MR) are strongly correlated with gait kinematics, particularly with DT walking and TUG performance. These findings may have clinical, rehabilitative, and neuroscientific utility for those involved in the study and management of PD.
DOI: 10.7910/dvn/oanhoe
title: Psychometric analysis of the Brazilian version of the MADRS in a sample of mood disorders from the Northeast of Brazil

description: These data are a subset of a larger research project that investigated food addiction and other psychopathological variables in depressive disorders (unipolar and bipolar). The sample consisted of 303 participants. We investigated reliability, factor structure, construct replicability, closeness to unidimensionality, convergent and discriminant validity, and criterion validity. We used MINI, MADRS, GAD-7, and ASSIST 3.0 for analyses. We presented the statistical outputs that supported a paper about the psychometric properties of MADRS.
DOI: 10.7910/dvn/y7sxyv
title: Body Composition Differentiates Prediabetes Phenotype Clusters in the Diabetes Prevention Program Study

description: Supplementary Material for a manuscript
DOI: 10.7910/dvn/e7mzqb
title: Replication Data for: Conservation for Nature and Wildlife’s Sake

description: Replication data for "Conservation for Nature and Wildlife’s Sake" (2024). This is the same data available on OSF. https://osf.io/739pg/?view_only=

Abstract: 
We experimentally test if provision of ethical justifications affects people’s reported acceptability towards two environmental policies: conservation expansion and wildlife infrastructure. With a 2×3 survey experiment of American participants (n=1604), we test two ethical justifications— (1) anthropocentric justification (nature is valuable to the extent it helps humans), and (2) a non-anthropocentric justification (nature is intrinsically valuable). Our results indicate non-anthropocentric justification increases policy acceptability compared to anthropocentric justification and compared to no justification. This effect holds regardless of political orientation and environmental concern. The treatment justification has downstream effects on how people prefer these policies to be ethically motivated. Participants given non-anthropocentric justification perceive that similar conservation policies generally are, and should be, passed to benefit wildlife and ecosystems compared to participants without a justification given. Likewise, participants given the anthropocentric justification report that similar policies are and should be passed for humans and society compared to the control group.
DOI: 10.7910/dvn/xhlkq2
title: MADRS_MaddenDissertation_Chapter4_CorpusInferiorDecisions

description: This dataset contains 174 text files consisting of over 1.05 million words, that represent a randomly selected corpus of Inferior Court decisions from 2022 that was studied for readability purposes within Chapter 4 of Mike Madden's doctoral dissertation.
DOI: 10.7910/dvn/au1xfi
title: Executive Agreements Database, Statement Concerning the Agreement with Japan Concerning the Implementation of the Relocation Of Iii Marine Expeditionary Force Personnel and Their Dependents From Okinawa To Guam Signed At Tokyo February 17, 2009 Entered Into Force May 19, 2009

description: TIAS 09-519

cover memo
DOI: 10.7910/dvn/e2ckgl
title: 0.39 mm fMRI data participant 1
title: JOS

description: This dataset is some of the highest resolution 3D fMRI data acquired on a clinical MRI scanner. They are shared hear to make them available to other researcher for feedback on strange signal localization.
DOI: 10.7910/dvn/dzq3jp
title: hou01446c00212

description: Washington, Booker Taliaferro, 1859?-1915. 4 letters to Samuel Abbott Green; 1909-1910., 1909-1910.
description: URN-3:FHCL.HOUGH:100998581
DOI: 10.7910/dvn/vquznm
title: Determinants Of Capital Structure In German SMEs: The Post-Unification Era

description: This paper utilizes data obtained from the “Creditrefom-Bilanz-Datenbank" database which contains the financial reports of just over 19,700 German and Austrian companies.
DOI: 10.7910/dvn/b4uuaa
title: Replication Data for: Shifting Environmental Pollution Abroad Contributes to Lower Emissions in Democracies

description: Replication Data for: Shifting Environmental Pollution Abroad Contributes to Lower Emissions in Democracies
DOI: 10.7910/dvn/v83dn5
title: Replication for: Privacy Violations in Election Results

description: Replication package for "Privacy Violations in Election Results" (&lt;a href="https://arxiv.org/abs/2308.04100"&gt;https://arxiv.org/abs/2308.04100&lt;/a&gt;). 

This paper was formerly titled "The Still Secret Ballot: The Limited Privacy Cost of Transparent Election Results".
DOI: 10.7910/dvn/drb6yt
title: Executive Agreements Database, Statement Concerning the Agreement with Afghanistan Amending The Strategic Objective Grant Agreement Of September 19, 2005, As Amended, For The Strategic Objective Of A Democratic Government with Broad Citizen Participation, with Attachments Signed At Kabul September 30, 2009 Entered Into Force September 30, 2009

description: KAV 8831 cover memo
DOI: 10.21233/61dw-sj36
title: Lac Arsenault water chemistry dataset

description: Raw data for the Lac Arsenault 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/e5bz5w
title: "Replication Data for DECENTRALIZING HAPPINESS"

description: Replication data in stata for Decentralizing Happinness
DOI: 10.7910/dvn/8apihs
title: Replication Data for: Accessibility and Equity in the Research Process: Gender Bias in Elite Interview Recruitment

description: Researchers’ racial and gender identities influence their outcomes in academia and the field of political science. This letter interrogates how researcher identity affects the research process: specifically elite interview recruitment. Within an ongoing re- search project, we embed a pre-registered audit experiment randomizing the gender of the researcher conducting outreach, to estimate whether there are differences in inter- views scheduled holding all other confounders constant. We find that when outreach is conducted by a woman, elites are more likely to schedule an interview. This letter contributes to our understanding of bias and inequality during the research process. In addition, our study offers a new approach to audit experiments that limits deception and wasted time for elites.
DOI: 10.7910/dvn/b4pq60
title: Replication Data for: Enhancing Language Education in Developing Countries through Intelligent Transformation

description: A survey questionnaire to Chinese language learners at Education Institution A in the Philippines from January 2022 to August 2024
DOI: 10.21233/30e9-e883
title: Hueco Mountains, TX vertebrate fauna dataset

description: Raw data for the Hueco Mountains, TX 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/mrlntb
title: modbm_us_102_8_011

description: Appeal on behalf of the freedmen in the United States
description: URN-3:FHCL.HOUGH:100762045
DOI: 10.7910/dvn/ybdycv
title: [LUT_HST]_FIRI_MD

description: This dataset contains the modeling data (MD) that will be openly shared for the FIRI machine
DOI: 10.7910/dvn/xjrimx
title: Executive Agreements Database, Statement Concerning the Memorandum of Understanding with Australia Regarding the Construction and Maintenance Of and Installation Housing Optical Telescopes In Australia Signed At Canberra March 13, 2009 Entered Into Force March 13, 2009

description: TIAS 09-313 cover memo
DOI: 10.7910/dvn/7zekka
title: Augmented Reality Affects Brands

description: Data Questionnaire data were collected online using questionnaires. Regression analysis was performed by SPSS. The study variables include interactivity, immersion, engagement, brand loyalty, and brand usage intention.
DOI: 10.7910/dvn/jjyiud
title: Replication Data for: Public value positions and design preferences toward AI-based chatbots in egovernment. Evidence from a conjoint experiment with citizens and municipal front desk officers

description: Replication material includes the dataset and syntax (R). See also supplementary material (appendices) via Government Information Quarterly.
DOI: 10.7910/dvn/oerbov
title: Wisdom Before Code: Architecting Agentic AI through Systems Thinking, Chaos Theory, and Karma

description: This dataset contains supplementary materials for the whitepaper titled “Wisdom Before Code: Architecting Agentic AI through Systems Thinking, Chaos Theory, and Karma.” It includes conceptual diagrams, architectural illustrations, and design frameworks used to model the Wisdom Layer and meta-agent pipeline in agentic AI systems. The work proposes a novel cognitive foundation using Systems Thinking, Chaos Theory, and Causal Ethics (Karma) to support safe, contextual, and accountable AI decision-making.

For full context, refer to the complete paper and training pipeline architecture. This dataverse will be periodically updated with additional visual materials, experimental models, and evaluation results as they become available.
DOI: 10.21233/4k7t-1894
title: TK-42 diatom surface sample dataset

description: Raw data for the TK-42 diatom 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/areojk
title: Executive Agreements Database, Background Statement Concerning the Agreement Concerning the Closure of the Long Range Radio Aid To Navigation Transmitting Station Act Angissoq, Greenland, with Annex Signed At Copenhagen December 12, 1994 Entered Into Force December 12, 1994

description: TIAS 10-626

First signed 
12/12/1994
Last signed 12/09/2008
Entry into force (supplemented by last signed) 12/12/1994

stamped 95-23

C06538411

cover memo
DOI: 10.7910/dvn/xwhsli
title: Encuesta Núcleo Milenio MEPOP - 2022

description: Base de datos Encuesta - Núcleo Milenio MEPOP 2022. 
Wave 1
description: Encuesta Núcleo Milenio MEPOP 2022
Ola 1
DOI: 10.21233/s840-0y36
title: Lake St. Croix Prescott diatom surface sample dataset

description: Raw data for the Lake St. Croix Prescott diatom 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/wwnzox
title: CHD8 cohort
title: Behavioral data for 'Mapping the landscape of social behavior'

description: social-DANNCE keypoint tracking and behavioral mapping information
DOI: 10.7910/dvn/mictpe
title: Replication Data for:Dealing with Clashes of International Law: A Microlevel Study of Climate and Trade

description: For years, scholars in international relations have addressed questions related to regime complexity and its effects. However, there is a lack of understanding of how individuals react to clashes of international law obligations when assessing domestic policies. In this article, we study the extent to which citizens are concerned with compliance and noncompliance with international law when their governments design domestic laws to implement international obligations. We are, in particular, interested in whether citizens’ reactions to clashes of international obligations are driven by concerns about being exposed internationally for breaching international law or concerns about tangible material costs. Our empirical analysis is based on an experiment embedded in a survey of Swiss citizens’ attitudes toward environmental issues. The experiment first shows that individuals react to both information about compliance as well as noncompliance, whereas the shifts are more notable in the case of negative information about noncompliance. Second, we find that information about the country being subject to international adjudication (what we call exposure costs) in case of noncompliance is more consequential than information about material costs (facing retaliation).