cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/inscriptifact-ouc110812205
title: Corinthian Body Sherd with Panther and Rosettes, BMC P.821

description: [Text Description:] Archaic ❧ [Text or Publication Number Note:] BMC P.821 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Body Sherd ❧ [Physical Object Note:] 2 3/16 x 1 13/16 x 1/8 in. (5.6 x 4.6 x 0.3 cm)
DOI: 10.25549/inscriptifact-ouc110814063
title: Copper Scroll

description: [Text Description:] ❧ list of buried treasure ❧ [Text or Publication Number Note:] 3Q15 Copper Scroll ❧ [Excavation Description:] Found during survey of cliffs at Qumran in March 1952 by Roland de Vaux and William Reed. ❧ [Medium:] Metal ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 23 oxydized copper half-cylinder segments with incised letters
DOI: 10.15468/dl.x6xwct
title: Occurrence Download

description: A dataset containing 1077 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is IND",
 "OccurrenceStatus is Present",
 "TaxonKey is Pontederia crassipes"
 ]
}

 The dataset includes 1077 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029411-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110814053
title: Copper Scroll

description: [Text Description:] ❧ list of buried treasure ❧ [Text or Publication Number Note:] 3Q15 Copper Scroll ❧ [Excavation Description:] Found during survey of cliffs at Qumran in March 1952 by Roland de Vaux and William Reed. ❧ [Medium:] Metal ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 23 oxydized copper half-cylinder segments with incised letters
DOI: 10.25549/inscriptifact-ouc110813730
title: Copper Scroll

description: [Text Description:] ❧ list of buried treasure ❧ [Text or Publication Number Note:] 3Q15 Copper Scroll ❧ [Excavation Description:] Found during survey of cliffs at Qumran in March 1952 by Roland de Vaux and William Reed. ❧ [Medium:] Metal ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 23 oxydized copper half-cylinder segments with incised letters
DOI: 10.25549/inscriptifact-ouc110814048
title: Copper Scroll

description: [Text Description:] ❧ list of buried treasure ❧ [Text or Publication Number Note:] 3Q15 Copper Scroll ❧ [Excavation Description:] Found during survey of cliffs at Qumran in March 1952 by Roland de Vaux and William Reed. ❧ [Medium:] Metal ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 23 oxydized copper half-cylinder segments with incised letters
DOI: 10.15468/dl.zu4uxa
title: Occurrence Download

description: A dataset containing 488 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "TaxonKey is Physeter macrocephalus Linnaeus, 1758"
 ]
}

 The dataset includes 488 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012720-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.25106123
title: Oceanic Anoxic Event 2 triggered by Kerguelen volcanismOceanic Anoxic Event 2 triggered by Kerguelen Plateau volcanism - datasetshttps://doi.org/10.1038/s41467-024-49032-3

description: Large Igneous Provinces (LIPs) are associated with global warming and carbon cycle perturbations during Oceanic Anoxic Event 2 (OAE2, ~94 Ma) and the Mid-Cenomanian Event (MCE, ~96.5 Ma). However, there is still no consensus on the role volcanism played as a trigger, or its source – previously ascribed to the Caribbean LIP or High Arctic LIP. Here, we use Mentelle Basin sedimentary mercury (Hg) concentrations to determine the timing of volcanism, and neodymium (Nd) and strontium (Sr) isotopes for sedimentary provenance. High Hg concentrations compared to Northern Hemisphere records, and a shift to radiogenic Nd isotopes, indicates Kerguelen volcanic activity and plateau uplift occurred in the lead up to and within OAE2. Whilst we find limited evidence that a volcanic event caused the MCE, pulsed Hg spikes before and during OAE2 imply volcanic emissions were key in driving climate and carbon cycle changes and triggering OAE2.  The data here are from the following paper: Oceanic Anoxic Event 2 triggered by Kerguelen Plateau volcanism
DOI: 10.15468/dl.ffpuj5
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Mongolia, Russian Federation, Kazakhstan)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera uncia (Schreber, 1775)",
 "Year 1980-2025"
 ]
}

 The dataset includes 44 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012721-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/tcxbnp
title: Stock Market Prediction Using Machine Learning Techniques: A Decade Survey on Methodologies, Recent Developments, and Future Directions

description: With the advent of technological marvels like global digitization, the prediction of the stock market has entered a technologically advanced era, revamping the old model of trading. With the ceaseless increase in market capitalization, stock trading has become a center of investment for many financial investors. Many analysts and researchers have developed tools and techniques that predict stock price movements and help investors in proper decision-making. Advanced trading models enable researchers to predict the market using non-traditional textual data from social platforms. The application of advanced machine learning approaches such as text data analytics and ensemble methods have greatly increased the prediction accuracies. Meanwhile, the analysis and prediction of stock markets continue to be one of the most challenging research areas due to dynamic, erratic, and chaotic data. This study explains the systematics of machine learning-based approaches for stock market prediction based on the deployment of a generic framework. Findings from the last decade (2011–2021) were critically analyzed, having been retrieved from online digital libraries and databases like ACM digital library and Scopus. Furthermore, an extensive comparative analysis was carried out to identify the direction of significance. The study would be helpful for emerging researchers to understand the basics and advancements of this emerging area, and thus carry-on further research in promising directions.
DOI: 10.7910/dvn/xv2blt
title: Facebook coordinated link sharing data

description: This is the dataset for GWU IDDP's Facebook coordinated link sharing project.
DOI: 10.7910/dvn/mz1eup
title: Scientific production on data repositories and open science published in the Web of Science database – Bibliometric conceptual analysis

description: This document describes data collected from the Main Collection of the Web of Science database. Records of published studies addressing the intersection of Open Science and data repository were searched up to January 15th, 2024, and the final dataset was comprised of 545 records for bibliometric analysis.
DOI: 10.7910/dvn/ndvwtt
title: Wright Files I-Z Edited; Docketed Case: 17076
DOI: 10.7910/dvn/ghbgpk
title: Wright Files I-Z Edited; Docketed Case: 84-5594
DOI: 10.7910/dvn/awd5ln
title: General tables - all ports

description: General tables - all ports is a series of tables and text files associated with: Trade statistics of the treaty ports, for the period 1863-1872. Created by: China. Hai guan zong shui wu si shu
description: Trade statistics of the treaty ports, for the period 1863-1872
DOI: 10.7910/dvn/nq4uh7
title: Record of American Democracy, State Level MCD-Group Data for IN

description: The Record of American Democracy (ROAD) data provide election returns, socioeconomic summaries, and demographic details about the American public at unusually low levels of geographic aggregation. The NSF-supported ROAD project spans every state in the country from 1984 through 1990 (including some off-year elections). These data enable research on topics such as electoral behavior, the political characteristics of local community context, electoral geography, the role of minority groups in elections and legislative redistricting, split ticket voting and divided government, and elections under federalism.
&lt;br /&gt; &lt;br /&gt; Another set of files has added to these roughly 30-40 political variables an additional 3,725 variables merged from the 1990 United States Census for 47,327 aggregate units called MCD Groups. The MCD Group is a construct for purposes of this data collection. It is based on a merging of the electoral precincts and Census Minor Civil Divisions (MCDs). An MCD is about the size of a city or town. An MCD Group is smaller than or equal to a county and (except in California) is greater
than or equal to the size of an MCD. The MCD Group units completely tile the United States landmass. This particular study contains the files for the State Level MCD Group Data for the state of Indiana.
&lt;br /&gt; &lt;br /&gt; Documentation and frequently asked questions are available online at the &lt;a href="http://www.hmdc.harvard.edu/ROAD/"&gt;ROAD Website&lt;/a&gt;. A downloadable PDF codebook is also available in the files section of this study.&lt;br /&gt; &lt;br /&gt;
DOI: 10.7910/dvn/nssigl
title: Date-stamping US housing market explosivity

description: In this paper, the authors set out to date-stamp periods of US housing price explosivity for the period 1830–2013. They make use of several robust techniques that allow them to identify such periods by determining when prices start to exhibit explosivity with respect to its past behaviour and when it recedes to long term stable prices. The first technique used is the Generalized sup ADF (GSADF) test procedure developed by Phillips, Shi, and Yu (Testing for Multiple Bubbles: Historical Episodes of Exuberance and Collapse in the S&P 500, 2013), which allows the recursive identification of multiple periods of price explosivity. The second approach makes use of Robinson’s (Efficient Test of Nonstationary Hypotheses, 1994) test statistic, comparing the null of a unit root process against the alternative of speced orders of fractional integration. The analysis date-stamps
several periods of US house price explosivity, allowing us to contextualize its historic relevance.
DOI: 10.3886/icpsr39338.v1
title: CTDA 1027: Posttraumatic Stress in Children Age 7 to 12 After Hurricane, United States, 1992-1993
title: Version 1

description: The aims of this study were to describe the course of posttraumatic stress responses in children after exposure to a hurricane and to examine potential predictors of child outcomes.
Three months after a major hurricane, the study enrolled students in grades three to five (age 7 to 12) in local schools. At the initial (3 month) assessment, children reported on specific hurricane-related trauma exposures, posttraumatic stress and anxiety symptoms, coping, and social support; at 7 months and 10 months post-hurricane, children reported on posttraumatic stress, anxiety, and coping.
description: The purpose of this study was to examine posttraumatic stress and anxiety symptoms, coping, and social support in children who had recently experienced a major hurricane.
description: The research team administered assessments to small groups of participants aged 7 to 12 in a school setting. These participants were recruited based on recent exposure to a traumatic event, in this case, a major hurricane. Follow-up assessments were conducted at 3-months, 7-months, and 10-months following initial assessment.
description: Variables in Child Trauma Data Archive (CTDA) datasets
have been standardized for cross-study analysis. For variable naming
conventions, please refer to the CTDA Data Manual.

Study-level metadata: study title and P.I.,
CTDA study ID, methodology (e.g., recruitment setting type)
Traumatic event descriptors: trauma type, type of disaster, degree of exposure
(i.e., direct or indirect), year of event, injuries and damages sustained during the event
Demographics: child age, sex, race/ethnicity, year of
school, family background (e.g. parent(s) marital status, household income, # people in household) 
Stress items: emotions, cognitions, and behaviors experienced during
and following the incident (e.g., isolation, numbness, dissociation, poor
memory, nightmares)
Mental health symptoms: depression, anxiety, self-esteem, nervousness
Coping mechanisms: try to forget, blame someone, keep quiet
Social support: did something with or talked to parent/teacher/friend
description: Presence of Common Scales: 
Hurricane-Related Traumatic Experiences (HURTE)


Posttraumatic Stress Disorder Reaction Index for Children


Revised Children's Manifest Anxiety Scale (RCMAS)


Fear Inventory


KidCOPE


Coping Assistance Checklist for Children


Social Support Scale for Children (SSSC)


Life Event Schedule (LES)
description: Datasets: 
DS1: CTDA 1027: Posttraumatic Stress in Children Age 7 to 12 After Hurricane, United States, 1992-1993
description: Children exposed to a severe hurricane. Smallest Geographic Unit: Country
description: on-site questionnaireThis project is part of the Child Trauma Data Archives (CTDA). For more information, please visit the CTDA series website and refer to the Collection Notes document under the Data and Documentation tab.This project is intended to be used in cross-study analysis with other child trauma datasets.
DOI: 10.7910/dvn/gocl05
title: Replication Data for: A Slippery Slope: The Domestic Diffusion of Ethnic Civil War

description: In order to replicate the results of this study you require R 3.0 or higher versions, the provided data, and the scripts. Download all files and follow instructions in Readme.txt. &lt;br&gt;
&lt;br&gt;

When using the data, please cite: &lt;br&gt;
Nils-Christian Bormann & Jesse Hammond (2016). "A Slippery Slope: The Domestic Diffusion of Ethnic Civil War." Online first in the &lt;i&gt;International Studies Quarterly&lt;/i&gt;. &lt;br&gt;
&lt;br&gt;

Abstract: &lt;br&gt;
Why do most civil wars occur in a relatively small number of countries? We answer this question by analyzing how civil wars diffuse in multiethnic states. Our theory outlines two motivation and two opportunity mechanisms that trigger additional ethnic rebellions in the same state. First, ongoing civil wars motivate members of other ethnic groups to mobilize in reaction to the negative externalities of nearby conflict. Second, ethnic groups emulate nearby rebel groups as a means of addressing preexisting grievances. Third, fighting multiple civil wars drains state capacity, opening the door for additional challengers to rebel against the government. Finally, long-lasting civil wars signal that the state is unable to defeat active rebels, thus creating incentives for new challengers to take up arms. We test our mechanisms in all multiethnic states with a history of armed conflict between 1946 and 2006. Using Geographic Information Systems, we construct overlap and minimum distance measures between ethnic groups’ settlement patterns and conflict zones. Our statistical analysis indicates that new ethnic civil war onsets are more likely in the vicinity of ongoing armed conflicts. Ethnic civil wars also diffuse as governments face an increasing number of rebels and longer rebellions.
http://dx.doi.org/10.1093/isq/sqw031
DOI: 10.7910/dvn/nwnm76
title: Wright Files I-Z Edited; Misc 2104
DOI: 10.7910/dvn/t483pb
title: Replication Data for: Epidemiology of Soil Transmitted Helminthiasis and Strongyloides stercoralis in remote rural villages of Ranomafana National Park, Madagascar: no change in two decades

description: Soil-transmitted helminthiasis carries the highest number of disability adjusted life years among all the neglected tropical diseases and disproportionately affects developing countries. There is a paucity of data on infection prevalence in remote, rural villages of Madagascar. This study describes the epidemiology of soil transmitted helminthiasis and strongyloidiasis in 12 rural villages surrounding Ranomafana National Park (Ifanadiana district) in southeastern Madagascar and compares prevalence rates of infections with previous data collected from 1990-1992. During the study, questionnaires and stool samples were collected from 574 subjects with a median age of 19 years old. The Kato-Katz method and the spontaneous sedimentation technique were used to examine stool samples for evidence of infection. Overall infection prevalence rates were 71.4% for Ascaris lumbricoides (95% CI: 67.7-75.1), 74.7% for Trichuris trichiura (95% CI: 71.1-78.2), 33.1% for hookworm (95% CI: 29.2-36.9) and 3.3% for Strongyloides stercoralis (95% CI: 1.84-4.77). Study participants who were older in age (OR=0.96; 95% CI: 0.95-0.99) and who had a high school education (OR= 0.17; 95% CI: 0.04-0.77) were less likely of being infected with one of the four studied parasites. Females were less likely of being infected with A. lumbricoides compared to males (OR=0.52; 95%CI: 0.33-0.82). Overall, the study found that more than 90% of the people living in rural regions near the Ranomafana Park have at least one Soil-transmitted helminth (STH), suggesting that the current preventative chemotherapy (PC) programs in place are not effective in these remote areas. Further assessment is needed to analyze the efficacy and sustainability of current PC guidelines in Madagascar.
DOI: 10.5281/zenodo.15783533
title: A Comprehensive GNSS Dataset from the 40th Laura Bassi Expedition to Antarctica

description: This comprehensive dataset offers 200 days of raw GNSS receiver measurements acquired continuously during an Antarctic research vessel expedition, spanning October 7, 2024, to April 24, 2025. Data is provided in daily-segmented UBX binary files, capturing multi-constellation L1-band observations. Specific message types include UBX-NAV-PVT for position and time, UBX-NAV-SAT for satellite metadata, UBX-MON-RF for RF front-end diagnostics, UBX-MON-SPAN for FFT results of the received signal spectrum, UBX-RXM-MEASX for raw satellite pseudorange and carrier-phase data, and UBX-RXM-RLM for intermittent Galileo SAR return-link messages. The file organization by UTC date facilitates efficient batch parsing while maintaining individual file sizes under approximately 600 MB.
DOI: 10.5281/zenodo.15783534
title: A Comprehensive GNSS Dataset from the 40th Laura Bassi Expedition to Antarctica

description: This comprehensive dataset offers 200 days of raw GNSS receiver measurements acquired continuously during an Antarctic research vessel expedition, spanning October 7, 2024, to April 24, 2025. Data is provided in daily-segmented UBX binary files, capturing multi-constellation L1-band observations. Specific message types include UBX-NAV-PVT for position and time, UBX-NAV-SAT for satellite metadata, UBX-MON-RF for RF front-end diagnostics, UBX-MON-SPAN for FFT results of the received signal spectrum, UBX-RXM-MEASX for raw satellite pseudorange and carrier-phase data, and UBX-RXM-RLM for intermittent Galileo SAR return-link messages. The file organization by UTC date facilitates efficient batch parsing while maintaining individual file sizes under approximately 600 MB.
DOI: 10.5281/zenodo.18311066
title: BPCA result, MAC, and MCE
DOI: 10.5281/zenodo.18311067
title: BPCA result, MAC, and MCE
DOI: 10.34740/kaggle/dsv/14557517
title: Trending Youtube Video Statistics (113 Countries)
DOI: 10.15468/dl.p5r2ej
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((141.433 -2.466825, 141.362672 -2.47239, 141.294074 -2.488948, 141.228893 -2.516092, 141.168733 -2.553153, 141.115074 -2.599221, 141.069238 -2.653161, 141.032352 -2.713647, 141.005326 -2.77919, 140.988827 -2.848177, 140.983263 -2.91891, 140.988772 -2.989647, 141.005221 -3.058646, 141.032207 -3.124208, 141.069067 -3.184719, 141.114895 -3.238687, 141.168562 -3.284782, 141.228747 -3.321868, 141.293968 -3.349031, 141.362616 -3.365602, 141.433 -3.371171, 141.503384 -3.365602, 141.572032 -3.349031, 141.637253 -3.321868, 141.697438 -3.284782, 141.751105 -3.238687, 141.796933 -3.184719, 141.833793 -3.124208, 141.860779 -3.058646, 141.877228 -2.989647, 141.882737 -2.91891, 141.877173 -2.848177, 141.860674 -2.77919, 141.833648 -2.713647, 141.796762 -2.653161, 141.750926 -2.599221, 141.697267 -2.553153, 141.637107 -2.516092, 141.571926 -2.488948, 141.503328 -2.47239, 141.433 -2.466825))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002373-260119153935675/datasets/export for details.
DOI: 10.15468/dl.rmc8ck
title: Occurrence Download

description: A dataset containing 385 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Swertia perennis, Swertia perennis, Swertia perennis)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 385 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002374-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z22mhj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((116.121 -1.64082, 116.050708 -1.646386, 115.982146 -1.662946, 115.917 -1.690092, 115.856874 -1.727158, 115.803248 -1.77323, 115.757442 -1.827175, 115.720583 -1.887665, 115.693579 -1.953212, 115.677098 -2.022201, 115.671545 -2.092935, 115.677058 -2.163672, 115.693504 -2.232671, 115.720478 -2.298231, 115.757319 -2.358739, 115.803119 -2.412704, 115.856752 -2.458796, 115.916896 -2.495879, 115.98207 -2.52304, 116.050668 -2.539609, 116.121 -2.545177, 116.191332 -2.539609, 116.25993 -2.52304, 116.325104 -2.495879, 116.385248 -2.458796, 116.438881 -2.412704, 116.484681 -2.358739, 116.521522 -2.298231, 116.548496 -2.232671, 116.564942 -2.163672, 116.570455 -2.092935, 116.564902 -2.022201, 116.548421 -1.953212, 116.521417 -1.887665, 116.484558 -1.827175, 116.438752 -1.77323, 116.385126 -1.727158, 116.325 -1.690092, 116.259854 -1.662946, 116.191292 -1.646386, 116.121 -1.64082))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002375-260119153935675/datasets/export for details.