cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/bhmji4
title: Comparative Machining Performance Analysis between Taguchi’s Method and Random Forest Model

description: Abstract
Objectives: To optimize the process parameters in dry turning of hardened 20MnCr5 using a PVD coated insert to minimize surface roughness and power consumption and maximize material removal rate using the Taguchi technique and machine learning model. Methods: For carrying out the experiments, an L27 orthogonal array was employed and Taguchi’s means of mean method was used to find the optimal condition. ANOVA was utilized for determining the significance of factors. The Random Forest model uses an ensemble learning method where multiple decision trees are developed and then predictions are made. To boost the prediction efficiency, averages are made from these multiple decision trees and the voting method to finalize the model that needs to be used for the prediction. Finally, experimental and predicted values are compared using statistical metrics to determine the model's effectiveness. Findings: From experimental data at 80 m/min, 0.2 mm/rev, 0.5 mm and 120 m/min, 0.05 mm/rev, 0.25 mm and 100 m/min, 0.2 mm/rev, 0.1 mm are the optimal conditions found for material removal rate, surface roughness and power consumption respectively. Feed was the most influential factor, with a percentage contribution of 90.98%, 46.86% and 87.053% for surface roughness, material removal rate and power consumption respectively. The developed random forest models had an accuracy of 91.057%, 96.546% and 96.0122% for surface roughness, power consumption and material removal rate respectively, and they had less mean absolute errors. Novelty: Alloy steels are used to manufacture components that need to resist wear and plastic deformation, so it’s important to know how hardened material behaves under dry turning operations as the world is focusing on green manufacturing. Moreover, the experimental approach is time-consuming and costly, so a machine learning model was developed based on the available experimental data to predict the output responses for additional inputs.

Keywords: Dry turning, MQL machining, Taguchi technique, ANOVA, Random Forest model
DOI: 10.7910/dvn/8y2i1v
title: Replication Data for: consensus on community standards

description: Data associated with the paper Consensus on Community standards
DOI: 10.7910/dvn/otuhrm
title: Extracted Data From: Alternative Fuels Data Center Maps and 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. &lt;br /&gt;&lt;br /&gt;

If you have questions about the underlying data stored here, please contact the Technical Response Service at technicalresponse@icf.com. If you have questions about this metadata, contact CAFE at climatecafe@bu.edu.
&lt;br /&gt;
&lt;br /&gt;
"The Alternative Fuels Data Center (AFDC) provides a wealth of information and data on alternative and renewable fuels, advanced vehicles, fuel-saving strategies, and emerging transportation technologies. This site features interactive tools, calculators, and mapping applications to aid in the deployment of these fuels, vehicles, and strategies. The AFDC functions as a dynamic online hub, providing information, tools, and resources for transportation decision makers seeking efficient alternatives that diversify energy sources and help businesses and communities make wise choices.

The U.S. Department of Energy (DOE) launched the AFDC in 1991 in response to the Alternative Motor Fuels Act of 1988 and the Clean Air Act Amendments of 1990. It originally served as a repository for alternative fuel vehicle performance data. Since that time, the AFDC has evolved to become an indispensable resource for fleets, fuel providers, policymakers, cities, states, Clean Cities and Communities coalitions, and others working to improve efficiency, cut costs, reduce emissions in transportation, and plan for the future.

To keep pace with the rapidly evolving transportation arena, the AFDC is meticulously reviewed annually by subject matter experts consulting with industry leaders and innovators to provide the latest data, publications, case studies, tools, and information." [Quote from https://afdc.energy.gov/about]
description: This submission includes publicly available data extracted in its original form. Please reference the Related Publication listed here for source and citation information.

Alternative Fuels Data Center data was downloaded by Sydney Scott on 03/21/25.
description: The terms and conditions were not captured from the source dataset, which was publicly available to download. If you have additional information about terms of use, please contact us.
DOI: 10.7910/dvn/tqg6rr
title: Replication Data for: EPA Facility Level GHG Data (FLIGHT - Data Only)

description: Data from the "Facility Level Information on Greenhouse Gases Total", otherwise known as FLIGHT, from the Environmental Protection Agency (U.S. EPA).
description: Data from the Greenhouse Gas Inventory Data Explorer (https://cfpub.epa.gov/ghgdata/inventoryexplorer/).
DOI: 10.7910/dvn/odelhf
title: Replication Data for: "The causal mechanism of financial education: Evidence from mediation analysis"

description: The files contain replication code for all tables and figures, both in the main text and in the appendices. All files were created using the software Stata.
DOI: 10.7910/dvn/e5njn0
title: Por uma Educação Matemática Lúdica nas Escolas

description: A Revista Hipátia elege como tema desse volume as práticas e pesquisas sobre a Ludicidade em Educação Matemática. As discussões e reflexões no campo frequentemente estão ligadas às práticas pedagógicas, principalmente das crianças, em processos de vivências e de aprendizagem em Matemática. Há um ideário recorrente de que a ludicidade esteja ligada à infância e de que Matemática lúdica é aquela que é exercida pelas crianças em suas ações de brincar e jogar. O dossiê ora apresentado busca romper com tais concepções, principalmente quando apresenta um Conjunto de artigos, a maioria oriunda de pesquisas teóricas e empíricas, que visam sustentar um Campo de investigação e de práticas pedagógicas que envolve o Lúdico.
DOI: 10.7910/dvn/vofpk1
title: Social media datasets from data donation: Data from WhatsApp, Facebook, YouTube, Telegram and Instagram

description: Datasets from the ICWSM dataset paper: "Data Donation on Social Media: Tools and Datasets"

The datasets were collected using data donation tools developed by Kiran Garimella's team at Rutgers University.
DOI: 10.7910/dvn/egrsjo
title: Peskas - National Fisheries Monitoring System of Timor-Leste

description: Data collected from small-scale fishing activities in Timor-Leste containing detailed information on fishing trips (temporal coverage, fishing effort, catch value) and catches (taxa type, number of individuals, species length and weight). Read README file for detailed info. Period covered: Aug 2017 - Mar 2022
DOI: 10.7910/dvn/birfsk
title: Democracy at a Crossroads: Polarization, Authoritarian Echoes, and the Struggle for Legitimacy in South Korea

description: Democratization
DOI: 10.7910/dvn/ebpe9h
title: modbm_us_5263_55_25

description: The diary of Benjamin Lundy,
description: URN-3:FHCL.HOUGH:100235931
DOI: 10.7910/dvn/e6xvde
title: mental health literacy in education

description: Bibliometric analysis for mental health literacy
DOI: 10.7910/dvn/ej8uzq
title: Replication Data for: Life-or-Death Framing of Public-Health Policy in a Pandemic

description: The justifiably famous "Asian disease" experiment (ADE) by Tversky and Kahneman
established that choices involving uncertainty can be dependent on framing.
Description emphasizing gains induced much higher preference for choices in which
outcomes were described as certain rather than probabilistic, as compared to
description emphasizing losses. The vignette for the ADE involved disease mitigation,
and the COVID pandemic gave it much enhanced realism and immediacy. An attempt
to replicate the ADE during the pandemic, however, failed to produce the original
results. Other, contemporaneous replications, by contrast, matched the original,
leaving open the questions of when such framing effects obtain.
DOI: 10.7910/dvn/b3g6gh
title: Replication Data for: Following Political Science Students Through Their Methods Training: Statistics Anxiety, Student Satisfaction, and Final Grades in the Corona Year 2021–22

description: Entails replication files for Vierus, Elis, Goerres, Ziller, Höhne (forthcoming): Following Political Science Students Through Their Methods Training: Statistics Anxiety, Student Satisfaction, and Final Grades in the Corona Year 2021–22
DOI: 10.21233/rr8n-f541
title: Bigwind Lake diatom dataset

description: Raw data for the Bigwind Lake diatom 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/yn8sfe
title: Executive Agreements Database, Statement Regarding Agreement Between The Government of the United States of America and The Government of the Republic of Panama Regarding the Surrender Of Persons to the International Criminal Court Signed At Panama June 23, 2003 Entered Into Force November 6, 2003

description: TIAS 03-1106.1

First signed 06/23/2003
Last signed 06/23/2003
Entry into force (supplemented by last signed) 11/06/2003

stamped 04-4

C06535235

cover memo
DOI: 10.7910/dvn/9d7z0w
title: Replication Data for "Building Women's Skills for Economic Inclusion and Resilience"

description: Replication data for "Building Women's Skills for Economic Inclusion and Resilience". The associated code can be located in the World Bank Policy Research Working Paper Series replication repository.
DOI: 10.7910/dvn/yahpeh
title: Replication Data for: Estimating Heterogeneous Causal Effects of High-Dimensional Treatments: Application to Conjoint Analysis

description: Replication data for the results in Goplerud, Imai, and Pashley (2025): "Estimating Heterogeneous Causal Effects of High-Dimensional Treatments: Application to Conjoint Analysis".
description: The software used to estimate the models in this paper can be dowloaded from CRAN (https://doi.org/10.32614/CRAN.package.FactorHet).

The README file provides a description of the files and data structure. 

An ungated link to the paper can be found here: https://arxiv.org/abs/2201.01357
DOI: 10.7910/dvn/yq5kah
title: Replication Data for: Apology Diplomacy: The International Image Effects of Interstate Apologies

description: These are the data and analysis files to support results reported in the manuscript and appendix of "Apology Diplomacy: The International Image Effects of Interstate Apologies."
DOI: 10.7910/dvn/onuoxc
title: A08_17522.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/8eabf9e9-a618-043a-52be-1d3c80a36131'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/8eabf9e9-a618-043a-52be-1d3c80a36131
DOI: 10.21233/g98x-e145
title: Frying Pan Lake charcoal dataset

description: Raw data for the Frying Pan Lake charcoal 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/bfpqxd
title: Replication Data for: Introducing the Mandates of International Organizations’ Missions (MIOM) Dataset: Comprehensive Data on the Mandates of UN and Regional Organizations’ Missions, 1989–2020

description: International organizations’ missions play an increasingly central role in statebuilding and peacebuilding processes in conflict-affected countries. While recent studies have begun to map the mandates of these missions, they are largely limited by the breadth and depth of disaggregation, the location, the time frame, and the mission-deploying organization on which they focus. To address this gap, I introduce the Mandates of International Organizations’ Missions (MIOM) dataset, which identifies up to 68 peacebuilding and statebuilding activities within the mandates of all United Nations and regional organizations’ missions deployed to conflict and post-conflict settings in the post-Cold War era (1989–2020). For each mission mandate, MIOM captures both the set of mandated activities and the mandated level of involvement in each activity. I demonstrate MIOM's utility by mapping both the distribution of mandated activities over time and the clustering of activities within the missions of specific organizations; I also re-evaluate Joshi, Lee, and Mac Ginty's (2017) analyses of the impact of verification mechanisms and mission deployment on peace agreement implementation. These analyses demonstrate empirically the increased patterns of activity specialization among international organizations’ missions, and they highlight how variation in missions’ mandated activities is consequential for important peace outcomes.
DOI: 10.7910/dvn/95wiq7
title: Replication Data for: Infrastructure, Institutions, and the Conservation of Biodiversity in India

description: Replication package for "Infrastructure, Institutions, and the Conservation of Biodiversity in India" by Raahil Madhok. The package contains data and code necessary to reproduce all tables and figures in the main text and online appendix.
DOI: 10.7910/dvn/oraq4q
title: Sex Differences in Clinical Features and Survival Outcomes of Esophageal Cancer: A Comparative Study in the Korean Population

description: Purpose: Purpose: Esophageal cancer is a predominantly male disease. However, the sex differences associated with esophageal can- cer have not been thoroughly investigated. This study aimed to evaluate the differences between esophageal cancer in males and females in the Korean population.
Materials and Methods: Materials and Methods: We assessed patients diagnosed with esophageal cancer between 2005 and 2015 at a tertiary referral center. The clinical features of patients, histopathologic characteristics of tumors, and treatment and survival outcomes were compared between male and female patients.
Results: Results: We enrolled 2,068 patients, comprising 1,924 (93.0%) males and 144 (7.0%) females. The median age at diagnosis was younger for females than males (65 . 63 years, p=0.004). Squamous cell carcinoma was the predominant pathological type (99.0% in males and 93.1% in females); however, the proportion of adenocarcinoma cases was higher in females than males (0.8% . 5.6%, p&lt;0.001). Multivariate analysis indicated favorable overall survival for female patients (hazard ratio [HR], 0.685; 95% confidence interval [CI], 0.548−0.857) and patients with high body mass index (≥25 kg/m2, HR, 0.432; 95% CI, 0.355−0.526), and in early tumor stage (Stage 4, HR, 12.684; 95% CI, 7.451−21.591). The 5-year overall survival (44.8% . 53.5%, p=0.016) and recurrence-free survival rates (74.0% . 84.3%, p=0.036) were higher in females than in males. Conclusions: Conclusions: We found significant sex differences in esophageal cancer among the Korean population, with female patients demonstrating distinct clinical characteristics and more favorable survival outcomes compared to male patients. These find- ings underscore the importance of considering sex-specific factors in the management and prognosis of esophageal cancer.
DOI: 10.7910/dvn/yncfzq
title: U.S. International Transactions in Secondary Income: 2007-2015

description: U.S. International Transactions in Secondary Income, obtained from International Transactions, International Services, and International Investment Position (IIP) Tables.
DOI: 10.21233/c2jb-t611
title: Hoodoo pollen surface sample dataset

description: Raw data for the Hoodoo 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/xsanhf
title: Replication Data for: The Effects of Renewable Energy Projects on Employment - Evidence from Brazil

description: Replication package for The Effects of Renewable Energy Projects on Employment: Evidence from Brazil
DOI: 10.7910/dvn/96yljr
title: Replication Data for Health at the Margins: How Historical Ethnic Borders Shape Contemporary Outcomes

description: Historical ethnic borders, rooted in precolonial territorial divisions, have long shaped the socio-economic and institutional landscapes of Africa. These borders, often characterized by chronic underdevelopment and marginalization, continue to influence contemporary outcomes. Despite growing recognition of the role geography plays in health disparities, the is no evidence of how these historical ethnic borders shape health outcomes in contemporary Africa. This study examines the enduring effects of historical ethnic borders on public health provision, and maternal, and child health outcomes.
DOI: 10.7910/dvn/bj7cnl
title: Raw Mechanical Data for Talc Creep Experiments

description: Mechanical data (.mat files) for creep experiments on talc aggregates
DOI: 10.7910/dvn/ebktn8
title: Tese de Livre Docência e Material de Apoio

description: Texto Completo da Tese de Livre Docência em sua versão final. Adicionalmente, contém os dados usados em exemplo de suavização de resultados e a apresentação que serviu de apoio para a realização da prova didática.
DOI: 10.21233/1mga-xb51
title: Kenai Gas Field testate amoebae surface sample dataset

description: Raw data for the Kenai Gas Field 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/bag71d
title: Probability weighting and equity premium prediction: Investing with optimism

description: Empirically motivated theoretical models of probability weighting which overweight tail events are finding many applications in finance. However, probability weighting has not yet been applied to equity premium prediction or to constructing optimal market timing investment strategies. We show that a measure of market optimism from a representative agent asset pricing model with probability weighting can be used to construct optimal dynamic investment strategies that outperform the buy-and-hold strategy and strategies generated by 17 leading equity premium predictors. We further show that this theory-based measure of market optimism predicts the equity premium and market Sharpe ratio in-sample and out-of-sample. The predictability is not subsumed by disaster probabilities, market sentiment, or market skewness. Our results indicate that our theory-based measure provides a distinct channel for predicting aggregate stock returns.
DOI: 10.7910/dvn/ejmhgq
title: Black People, Resistance, and the Legal Archive of Slavery in Britain, 1677-1824

description: The Black People, Resistance, and the Legal Archive of Slavery in Britain (LASB) dataset contains extracted information about the lives of enslaved people identified in the British judicial record involving enslaved persons from1677 to1824. The data was extracted from the British and Scottish archives and from the Judicial Cases Concerning American Slavery and the Negro, a five-volume three-hundred-page anthology of court transcripts from the local, state, and federal levels and includes English, Canadian, and Jamaican cases. The dataset only includes the British cases concerning slavery and the status of enslaved persons in this time period. While the persons in this story appear in the British legal record, they were trafficked from the early English and Caribbean colonies; thus this research connects the diasporic experiences of enslaved persons and the way Black people navigated the geography of slavery in the British Empire. The dataset calls attention to their lives, not just their bondage, and recognizes what they endured, accomplished, and how they navigated the social, legal, and political landscape of Britain.
description: The National Archives, Kew, Richmond, England
London Metropolitan Archives, London, England
National Records of Scotland, Edinburgh, Scotland
New York Historical, Granville Sharp collection, 1768-1803, New York, NY
Catterall, Helen Tunnicliff, ed. Judicial Cases Concerning American Slavery and the Negro, vol. 1. Washington, DC: Carnegie Institution of Washington, 1926. https://babel.hathitrust.org/cgi/pt?id=pst.000002448862&seq=8. 
“American Slavery and the Conflict of Laws.” Columbia Law Review 71, no. 1 (1971): 74–99. https://doi.org/10.2307/1121273.
Mtubani, V.C.D. “African Slaves and English Law,” PULA Botswana Journal of African Studies 3, no. 2 (November, 1983): 71-75. https://pdfproc.lib.msu.edu/?file=/DMC/African%20Journals/pdfs/PULA/pula003002/pula003002007.pdf
Waddams, Stephen. “The Case of Grace James (1827).” Texas Wesleyan Law Review 783 (2007). https://doi.org/10.37419/TWLR.V13.I2.23.
Wiecek, William M. “Somerset: Lord Mansfield and the Legitimacy of Slavery in the Anglo-American World.” University of Chicago Law Review 42, no. 1 (1974): 86–146. https://doi.org/10.2307/1599128.
DOI: 10.7910/dvn/lwykew
title: Appendix: Classification Framework of Data-Centric Work Task Goals

description: The appendix of the poster entitled "What Are Researchers’ Goals for Data Reuse: Exploring Data-Centric Work Tasks".
DOI: 10.21233/v64b-zg24
title: LDDsite2014 ostracode surface sample dataset

description: Raw data for the LDDsite2014 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/w68v9s
title: Replication Data for "Nevertheless, Role Models Persisted: Girls Exposed to Women Politicians More Likely to Vote as Adults"

description: Instructions and contextual data for replication of "Nevertheless, Role Models Persisted: Girls Exposed to Women Politicians More Likely to Vote as Adults" (Christina Wolbrecht and David E. Campbell)
DOI: 10.7910/dvn/ydcltf
title: DOE Local Investments for Demonstration and Deployment Projects

description: The projects in this dataset represent a subset of publicly announced BIL and IRA selected and awarded projects that require community benefits plans. This information is based solely on data found in DOE public fact sheets at selection or, in some cases updated information at award. Project information provided on the map is as of the date of selection or award of a project and is subject to change. The goal of this resource is not to tabulate financial investments or other statistics, but to build local awareness of specific projects.
description: Data downloaded on December 17, 2024 from https://www.energy.gov/infrastructure/local-investments-map-demonstration-and-deployment-projects.
DOI: 10.7910/dvn/obifxt
title: One Health Initiative: Agrovet Shop Survey Dataset

description: We conducted discussions with agrovet business to generate data needed for a study on economic and social aspects of using aquamedicines. Shops were randomly selected to participate in this discussion. Some specific questions were asked regarding practices, knowledge and sales of veterinary medicines.
description: Kobocollect
description: Type: Dataset; Sub-type(s): Survey Data