cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/s1yjox
title: Replication Data for: Automatic Collective Behaviour Recognition

description: Collective behaviour such as the flocks of birds and schools of fish is inspired by computer-based systems and is widely used in agents’ formation. The human could easily recognise these behaviours; however, it is hard for a computer system to recognise these behaviours. Since humans could easily recognise these behaviours, ground truth data on human perception of collective behaviour could enable machine learning methods to mimic this human perception. Hence ground truth data has been collected from human perception of collective behaviour recognition by running an online survey. Specific collective motions considered in this online survey include 16 structured and unstructured behaviours. The defined structured collective motions include boids’ movements with an identifiable embedded pattern. Unstructured collective motions consist of random movement of boids with no patterns. The participants are from diverse levels of knowledge, all over the world, and are over 18 years old. Each question contains a short video (around 10 seconds), captured from one of the 16 simulated movements. The videos are shown in a randomized order to the participants. Then they were asked to label each structured motion of boids as ‘flocking’, ‘aligned’, or ‘grouped’ and others as ‘not flocking’, ‘not aligned’, or ‘not grouped’. By averaging human perceptions, three binary labelled datasets of these motions are created. The data could be trained by machine learning methods, which enabled them to automatically recognise collective behaviour.
description: The dataset includes three binary data flocking, aligning, and grouping. Each data includes 4,800,000 samples and 12 features. The final column of each row is the class label.
DOI: 10.7910/dvn/z8qbfr
title: Replication Data for: Nonparametric identification of causal effects in clustered observational studies with differential selection

description: Data and R code to replicate simulations and empirical applications in the paper.
DOI: 10.15468/dl.k4jy5h
title: Occurrence Download

description: A dataset containing 229 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Toxostoma guttatum (Ridgway, 1885)"
 ]
}

 The dataset includes 229 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017709-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/dtrys0
title: Replication Data for: Moment of Inertia and Tectonic Record of Asteroid 16 Psyche May Reveal Interior Structure and Core Solidification Processes

description: This dataset contains the data required to reproduce the results of the article "Moment of Inertia and Tectonic Record of Asteroid 16 Psyche May Reveal Interior Structure and Core Solidification Processes." It includes:
&lt;ul&gt;
 &lt;li&gt; outputs of 4 Psyche mass models with inward core growth, a silicate layer thicknesses of 1 km and initial core sulfur contents of 0, 1, 5, and 10 wt%. &lt;/li&gt;
 &lt;li&gt; outputs of 4 Psyche mass models with inward core growth, a silicate layer thicknesses of 10 km and initial core sulfur contents of 0, 1, 5, and 10 wt%. &lt;/li&gt;
 &lt;li&gt; outputs of 4 Psyche mass models with inward core growth, a silicate layer thicknesses of 20 km and initial core sulfur contents of 0, 1, 5, and 10 wt%. &lt;/li&gt;
 &lt;li&gt; outputs of 4 Psyche mass models with inward core growth, a silicate layer thicknesses of 30 km and initial core sulfur contents of 0, 1, 5, and 10 wt%. &lt;/li&gt;
 &lt;li&gt; outputs of 4 Psyche mass models with inward core growth, a silicate layer thicknesses of 40 km and initial core sulfur contents of 0, 1, 5, and 10 wt%. &lt;/li&gt;
 &lt;li&gt; outputs of 4 Psyche mass models with inward core growth, a silicate layer thicknesses of 50 km and initial core sulfur contents of 0, 1, 5, and 10 wt%. &lt;/li&gt;

 &lt;li&gt; outputs of 4 Psyche mass models with outward core growth, a silicate layer thickness of 1 km and initial core sulfur contents of 0, 1, 5, and 10 wt%. &lt;/li&gt;
 &lt;li&gt; outputs of 4 Psyche mass models with outward core growth, a silicate layer thickness of 10 km and initial core sulfur contents of 0, 1, 5, and 10 wt%. &lt;/li&gt;
 &lt;li&gt; outputs of 4 Psyche mass models with outward core growth, a silicate layer thickness of 20 km and initial core sulfur contents of 0, 1, 5, and 10 wt%. &lt;/li&gt;
 &lt;li&gt; outputs of 4 Psyche mass models with outward core growth, a silicate layer thickness of 30 km and initial core sulfur contents of 0, 1, 5, and 10 wt%. &lt;/li&gt;
 &lt;li&gt; outputs of 4 Psyche mass models with outward core growth, a silicate layer thickness of 40 km and initial core sulfur contents of 0, 1, 5, and 10 wt%. &lt;/li&gt;
 &lt;li&gt; outputs of 4 Psyche mass models with outward core growth, a silicate layer thickness of 50 km and initial core sulfur contents of 0, 1, 5, and 10 wt%. &lt;/li&gt;
&lt;/ul&gt;

If you use this data, please cite Nichols-Fleming et al. (2024)
DOI: 10.7910/dvn/dv9tg
title: House Unpassed Legislation 1848, Docket 2122, SC1/series 230, Petition of Jarvis Lewis

description: &lt;p&gt;Petition subject: Secession from the Union &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:11029642"&gt;http://nrs.harvard.edu/urn-3:FHCL:11029642&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Waltham &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Charles W. Wilder, Leominster; committee on the judiciary &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Jarvis Lewis&lt;/li&gt;&lt;li&gt;Rebecca Farwell&lt;/li&gt;&lt;li&gt;Lucy R. Stiles&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1848-02-09 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the House on February 9, 1848 and referred to the committee on the judiciary &lt;/p&gt; &lt;p&gt;Total signatures: 10 &lt;/p&gt; &lt;p&gt;Legislative action summary: Received, referred &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 5 &lt;/p&gt; &lt;p&gt;Female signatures: 5 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: inhabitants, legal voters, non voters, [females], ["other persons"] &lt;/p&gt; &lt;p&gt;Prayer format was &lt;a href="http://en.wikipedia.org/wiki/Printing"&gt;printed&lt;/a&gt; vs. &lt;a href="http://en.wikipedia.org/wiki/Manuscript"&gt;manuscript&lt;/a&gt;: Printed &lt;/p&gt; &lt;p&gt;Signatory column format: column separated &lt;/p&gt; &lt;p&gt;Additional non-petition or unrelated documents available at archive: no additional documents &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: House Unpassed 1848, Docket 2122 &lt;/p&gt; &lt;p&gt;Acknowledgements: Supported by the National Endowment for the Humanities (PW-5105612), Massachusetts Archives of the Commonwealth, Radcliffe Institute for Advanced Study at Harvard University, Center for American Political Studies at Harvard University, Institutional Development Initiative at Harvard University, and Harvard University Library.&lt;/p&gt;
DOI: 10.7910/dvn/jbvfgv
title: Breast cancer dataset

description: Breast cancer dataset cited in 'Cross-Clustering: A Partial Clustering Algorithm with Automatic Estimation of the Number of Clusters'
DOI: 10.7910/dvn/jcbeut
title: How Much Do Public Schools Really Cost? Estimating the Relationship Between House Prices and School Quality

description: This paper investigates the relationship between housing prices and the quality of public schools in the Australian Capital Territory. To disentangle the effects of schools and other neighbourhood characteristics on the value of residential properties, we compare sale prices of homes on either side of high school attendance boundaries. We find that a 5 percent increase in test scores (approximately one standard deviation) is associated with a 3.5 percent increase in house prices. Our result is in line with private school tuition costs, and accords with prior research from Britain and the United States. Estimating the effect of school quality on house prices provides a possible measure of the extent to which parents value better educational outcomes.
DOI: 10.7910/dvn/kdujxh
title: Supplemental materials for study NCT02612389: Consent form

description: This is the consent form used to consent flight attendants for this study.
DOI: 10.7910/dvn/kekbdu
title: Replication data for: Idaho Geography and Environment Statistics 1982-1993 (35 Tables)
title: People and Environment - Idaho Statistics Update

description: The Idaho Statistics Update project is made possible by a 1997/98 Seed Grant from the University of Idaho Research Office. The grant was used to hire three student assistants to input the data and to convert the data to a usable format for the Web. The undertaking of this project is possible to accomplish only with the assistance of several librarians at the University of Idaho. Some of the original chapters included here were published as volume one of the Idaho Statistical A
bstract, 4th edition, by University of Idaho, Center for Business Development and Research. Efforts were made to use the sources listed in the original chapters to update the data when available. The chapters intended for volume 2 of Idaho Statistical Abstract, 4th edition, are new data collected from various sources by Lily Wai, the Compiler-in-Chief. The Idaho Department of Commerce also contributed some funds for this project. This is an on-going project with periodic updates planned when funding becomes available. In the interest of improving the quality and coverage of future updates, users of this site are encouraged to address suggestions to Lily Wai, Head of Government Documents, University of Idaho Library, Moscow, Idaho 83844-2353.
description: Idaho Statistics Update (1998)
DOI: 10.7910/dvn/rcbvnm
title: Replication data for: Natural Resource Rents, Local Taxes, and Government Performance: Evidence from Colombia

description: Review of Economics and Statistics: Forthcoming
description: Volume XX, Issue X
DOI: 10.7910/dvn/x3zuwx
title: Passed Acts; St. 1920, c.134, SC1/series 229, Petition of John A. Butler

description: &lt;p&gt;Petition subject: Support for individuals &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:25455107"&gt;http://nrs.harvard.edu/urn-3:FHCL:25455107&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Cambridge &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Clarence P. Kidder, Cambridge; committee on rules; committee on cities &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;John A. Butler&lt;/li&gt;&lt;li&gt;Edward P. Collier&lt;/li&gt;&lt;li&gt;Robert W. Young&lt;/li&gt;&lt;li&gt;Albert E. Lynch&lt;/li&gt;&lt;li&gt;Edward H. Redstone&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1920-01-14,1920-02-02,1920-02-03 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the House on January 14, 1920 and motion to suspend joint rule 7b referred under the rule to the committee on rules and suspended on February 2, 1920 in the House and referred to the committee on cities and sent for concurrence and received in the Senate on February 3, 1920 and concurred &lt;/p&gt; &lt;p&gt;Total signatures: 5 &lt;/p&gt; &lt;p&gt;Legislative action summary: Received, referred, suspended, referred, sent, received, concurred &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 5 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: trustees of Cambridge Public Library, board of trustees, chairman &lt;/p&gt; &lt;p&gt;Prayer format was &lt;a href="http://en.wikipedia.org/wiki/Printing"&gt;printed&lt;/a&gt; vs. &lt;a href="http://en.wikipedia.org/wiki/Manuscript"&gt;manuscript&lt;/a&gt;: Printed &lt;/p&gt; &lt;p&gt;Additional non-petition or unrelated documents available at archive: additional documents available &lt;/p&gt; &lt;p&gt;Additional archivist notes: pension, retire, Thomas M. Thomas, Cambridge, trustees of the public library, janitor &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: St. 1920, c.134, passed March 17, 1920 &lt;/p&gt; &lt;p&gt;Acknowledgements: Supported by the National Endowment for the Humanities (PW-5105612), Massachusetts Archives of the Commonwealth, Radcliffe Institute for Advanced Study at Harvard University, Center for American Political Studies at Harvard University, Institutional Development Initiative at Harvard University, and Harvard University Library.&lt;/p&gt;
DOI: 10.7910/dvn/z8hjaa
title: #metoo Digital Media Collection - First quarter 2020
title: A subset from #metoo Digital Media Collection - Twitter Dataset

description: &lt;p&gt;This dataset contains the tweet ids of 1,293,260 tweets, including tweets between January 1, 2020 and March 31, 2020. This collection is a subset of the Schlesinger Library #metoo Digital Media Collection.&lt;/p&gt;&lt;p&gt;These tweets were collected weekly from the Twitter API through &lt;a href='https://gwu-libraries.github.io/sfm-ui/'&gt;Social Feed Manager&lt;/a&gt; using the POST statuses/filter method of the Twitter Stream API.&lt;/p&gt;&lt;p&gt;Please note that there will be no updates to this dataset&lt;/p&gt;&lt;p&gt;Because of the size of the files, the list of identifiers are split in 2 files containing 1,000,000 ids each.&lt;/p&gt;&lt;p&gt;Per Twitter’s Developer Policy, tweet ids may be publicly shared for academic purposes; tweets may not. Therefore, this dataset only contains tweet ids. In order to retrieve tweets still available (not deleted by users) tools like &lt;a href='https://github.com/DocNow/hydrator'&gt;Hydrator&lt;/a&gt; are available&lt;/p&gt;&lt;p&gt;There are similar subsets related to the Schlesinger Library #metoo Digital Media Collection available in this dataverse&lt;/p&gt;
DOI: 10.7910/dvn/z9mwnh
title: Replication Data for: 'Crowding in Private Quality: The Equilibrium Effects of Public Spending in Education'

description: The data and programs replicate tables and figures from "Crowding in Private Quality: The Equilibrium Effects of Public Spending in Education", by Andrabi, Bau, Das, Karachiwalla, and Khwaja. Please see the README file for additional details.
DOI: 10.7910/dvn/ojsrmf
title: Do Payments for Environmental Services affect forest access and social preferences in the long-run? Experimental evidence from Uganda

description: Replication dataset for the article containing the datasets, STATA do-files and instructions (readme).
DOI: 10.7910/dvn/rjoqpm
title: A97_9048.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/0a477268-6bc4-419a-b133-c2dd4e12cc94'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/0a477268-6bc4-419a-b133-c2dd4e12cc94
DOI: 10.7910/dvn/x2idws
title: Consecutive reelection institutions and electoral calendars since 1994 in Mexico
title: Instituciones de reelección consecutiva y calendarios electorales desde 1994 en México

description: The 2014 electoral reform removed the ban for consecutive legislative reelection, in force since 1933 in Mexico. It also opened the possibility to reelect mayors and municipal councilors. 

The amendments to the Mexican constitution that reformers adopted leave discretion to states in the definition of their reelection institutions, while also establishing general constraints. One is the length in office, of maximum twelve years for legislators and six for elected municipal officers. The other (with nuances) is that incumbents must be renominated by the same party that elected them. 

We report the sub-national variance in reelection institutions and the relevant constitutional and legal excerpts (in Spanish). To give context to the temporal dimension of the reform, we also report the election calendar since 1994. And, where necessary, we make marginal annotations (especially regarding discrepancies with data published by IMCO http://imco.org.mx/politica_buen_gobierno/reeleccion-legislativa-a-nivel-local/).
DOI: 10.7910/dvn/yaeoo4
title: Reference 11

description: Reference 11. Target 148 genes list for serum hyperinsulinemia.
description: Reference 11. Variants without high pathological significance.
DOI: 10.7910/dvn/53l1k2
title: Department of Maternal and Child Health Administrative Records, 1985-2007

description: &lt;p&gt;This dataset represents a group of paper records (a "series") within the Marie C. McCormick papers, 1956-2016 (inclusive), 1968-2009 (bulk), which can be accessed on-site at the Center for the History of Medicine at the Francis A. Countway Library of Medicine in Boston, Massachusetts. The series consists of departmental accreditation records, curriculum development records, and other administrative records generated and compiled by Marie C. McCormick during her tenure at Harvard T.H. Chan School of Public Health in the Department of Maternal and Child Health.&lt;/p&gt; 
&lt;p&gt;The bulk of the series comprises site visit and departmental review records related to accreditation, and departmental curriculum development records, including reports, meeting minutes and agendas, administrative correspondence, student enrollment records, and presentation transparencies. Accreditation was administered by the Council on Education for Public Health. Series also includes: student enrollment records; student award letters and related applications; and maternal and child health concentration brochure drafts.&lt;/p&gt;
&lt;p&gt;Data and associated records are accessible onsite at the Center for the History of Medicine per the conditions governing access described below.&lt;/p&gt;
&lt;p&gt;Conditions Governing Access to Original Collection Materials: The series represented by this dataset includes student and personally-identifying information that is restricted for 80 years from the date of record creation, and Harvard University records that are restricted for 50 years from the date of record creation. Researchers should contact &lt;a href="https://www.countway.harvard.edu/chom/research-and-access"&gt;Public Services&lt;/a&gt; for more information.&lt;/p&gt;
&lt;p&gt;The Marie C. McCormick papers were processed with grant funding from the Andrew W. Mellon Foundation, as awarded and administered by the Council on Library and Information Resources (CLIR) in 2016. View the &lt;a href="http://nrs.harvard.edu/urn-3:HMS.Count:med00244"&gt;Marie C. McCormick Papers finding aid&lt;/a&gt; for a full collection inventory of both paper and digital records, and for more information about accessing and using the collection.&lt;/p&gt;
description: Marie C. McCormick Papers
DOI: 10.7910/dvn/h4i4nm
title: Potential Benefits from Innovations to Reduce Heat and Water Stress in Agriculture

description: This includes the data and Stata code to replicate the results in the JAERE article. In order to replicate the results, create a folder on your computer. Then add each of the compressed folders that are listed as tar files (note: search for ".tar" in the list of files) into that folder. The folder dataRaw has two tar files associated with it that should be combined into a single folder dataRaw. Then create empty folders titled "figures", "logs", and "tables" as running the code will add files into these folders. Download the file "ReadMe.docx" and follow the instructions in the Word document to replicate the results.
DOI: 10.7910/dvn/jg3yc
title: Honduras (2011): FoQus on Segmentation. Los Garifunas en Honduras: Normas comunitarias, vida social y salud sexual.

description: El objetivo consistio en obtener insumos para desarrollar metodologias y estrategias apropiadas para facilitar y avanzar en el cambio de comportamiento de los jovenes garifunas de la costa Noratlantica de Honduras. La metodolgia utilizada fue PEER (Evaluacion e Investigacion Etnografia Participativa) por sus siglas en ingles. Esta consiste en capacitar personas de la poblacion meta para participar en el diseno de los instrumentos, realizacion de las entrevistas y colaborar en el analisis de los datos. Todo el equipo de campo fue constituido por personal de las mismas comunidades
DOI: 10.7910/dvn/msrpju
title: Replication Data for Respiratory rate of Folkestad et al.

description: This is a data set and video files needed to replicate our study on respiratory rate.
DOI: 10.7910/dvn/oiptg3
title: Community Based Seed Multiplication

description: &lt;p&gt;This data study contains field trial data on crop management, yield, farmers field school (FFS) attendance. &lt;/p&gt;

&lt;p&gt;&lt;h4&gt;About the project &lt;/h4&gt;&lt;/p&gt;
&lt;p&gt;&lt;b&gt;Project title: Decentralized System for Community-Based Seed Production and Extension Provision&lt;/b&gt;&lt;/p&gt;
&lt;p&gt;&lt;b&gt; Project abstract &lt;/b&gt;&lt;/p&gt;
&lt;p&gt;
Unavailability of quality seed of commonly grown crops was one of the priority constraints to increased agricultural productivity identified during the PCA. It is the aim of this activity to develop a system whereby this bottleneck can be addressed in a sustainable manner, as far as possible relying on private initiative and community interest rather than be dependent on extension / input support provided by BoAs line agencies and/or NGOs. The approach will work closely with the Model/Lead Farmer concept (1 to 5) which is widely promoted by the GoE with a Farmer Field School (light) approach, that promotes farmer-to-farmer extension.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;Project website&lt;/b&gt;: &lt;a href="http://africa-rising.net"&gt;http://africa-rising.net&lt;/a&gt;&lt;/p&gt;
&lt;p&gt; &lt;b&gt;Project start date&lt;/b&gt;: 01/01/2014 &lt;/p&gt;
&lt;p&gt;&lt;b&gt; Project end date &lt;/b&gt;: 06/01/2015 &lt;/p&gt;
description: Microsoft Excel, 2016
description: Biophysical Surveys
DOI: 10.7910/dvn/xit20z
title: Oil, Autocratic Survival, and the Gendered Resource Curse: When Inefficient Policy Is Politically Expedient

description: Economic development generally promotes women’s autonomy. Yet women in resource-rich autocracies fare more poorly than women in similarly wealthy industrial and postindustrial states. Some attribute this puzzling outcome to cultural causes, describing the apparent link between restrictions on women’s autonomy in resource-rich countries (especially in the Middle East) as spurious. Others argue that oil and gas rents cause a gendered resource curse through macroeconomic mechanisms. By contrast, we explain the association as a consequence of a political mechanism. We propose a theory of autocratic survival via antisocial policies chosen for the harms they inflict on targeted groups. Autocrats need to placate ideologically motivated members of their winning coalition. Antisocial policies serve as a costly and visible measure of rulers’ fidelity to these winning coalition members. Resource rents enable rulers to afford such policies, which would be infeasible in tax-reliant regimes. Restricting women’s autonomy thus forms part of a strategy of autocratic rule in resource-rich autocracies. Using quantitative evidence, we demonstrate that variations in women’s autonomy correlate with variations in oil income per capita in cross-country regressions. To trace variations within cases, we present case studies of Saudi Arabia and Iran to demonstrate processes consonant with our theory.