cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.veec2m
title: Occurrence Download

description: A dataset containing 861 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Ophiuroidea distribution data from: Deep-sea fauna of European seas - an annotated species check-list of benthic invertebrates living deeper than 2000 m in the seas bordering Europe"
 ]
}

 The dataset includes 861 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001777-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26180/30673622
title: Participant background and response data for Experiment 1. Response data in long format, and labelled with analysis question types.

description: Bayesian Networks (BNs) are an important tool for assisting probabilistic reasoning, but despite being considered transparent models, people have trouble understanding them. Current User Interfaces (UIs) still do not clarify the reasoning of BNs. To address this problem, we designed verbal and visual extensions to the standard BN UI, which can guide users through common inference patterns. We conducted a user study to compare our verbal, visual and combined UI extensions, and a baseline UI. This is the anonymised data collected from that user study, including participant background information and long format response data.
DOI: 10.26180/30673622.v1
title: Participant background and response data for Experiment 1. Response data in long format, and labelled with analysis question types.

description: Bayesian Networks (BNs) are an important tool for assisting probabilistic reasoning, but despite being considered transparent models, people have trouble understanding them. Current User Interfaces (UIs) still do not clarify the reasoning of BNs. To address this problem, we designed verbal and visual extensions to the standard BN UI, which can guide users through common inference patterns. We conducted a user study to compare our verbal, visual and combined UI extensions, and a baseline UI. This is the anonymised data collected from that user study, including participant background information and long format response data.
DOI: 10.25345/c5zp3wd3t
title: MassIVE MSV000099980 - Proteomics of dilated cardiomyopathy
title: Proteomics of 14 dilated cardiomyopathy samples and 9 normal control plasma samples.
DOI: 10.15468/dl.naxztc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Maydelliathelphusa harpax"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001779-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/xzx9-0986
title: TOI-7019 TESS Data

description: TESS light curves used in confirmation of TOI-7019B
DOI: 10.5281/zenodo.17667999
title: COVID-19-Hospitalisierungen in Deutschland

description: Im Datensatz "COVID-19-Hospitalisierungen in Deutschland" des Robert Koch-Institutswerden täglich aktualisierte Informationen zu Hospitalisierungen im Zusammenhang mit COVID-19 basierend auf den Meldungen nach dem Infektionsschutzgesetz (IfSG) bereitgestellt. Neben tagesaktuellen Fallzahlen und Inzidenzen auf Bundes- und Länderebene enthält der Datensatz auch modellgestützte Schätzungen verzögert gemeldeter Hospitalisierungen mittels Nowcasting. Ziel ist es, die tatsächliche Belastung des Gesundheitssystems durch COVID-19 besser abzubilden, insbesondere durch die Berechnung adjustierter 7-Tage-Hospitalisierungsinzidenzen.
DOI: 10.5281/zenodo.17667915
title: SARS-CoV-2 Infektionen in Deutschland

description: Im Datensatz "SARS-CoV-2 Infektionen in Deutschland" des Robert Koch-Instituts werden die Daten basierend auf Meldungen zu SARS-CoV-2 Infektionen nach dem Infektionsschutzgesetz (IfSG) bereitgestellt. Darin enthalten sind Informationen auf Landkreisebene zu bestätigten Infektionen, Todesfällen und Genesungen, differenziert nach Altersgruppen und Geschlecht. Diese Daten dienen als Grundlage für epidemiologische Bewertungen und gesundheitspolitische Maßnahmen.
DOI: 10.57841/casdc.0005903
title: 惰性阳极材料电导率-数据集
DOI: 10.57841/casdc.0005904
title: 再生铝灰渣高值转化与循环利用技术数据集
DOI: 10.57841/casdc.0005905
title: 电流波动影响电解槽磁场模拟数据集
DOI: 10.57841/casdc.0005906
title: 一水硬铝石型铝土矿中氧化铁与氧化钛在碱性水热过程中的反应与转化行为研究论文数据集
DOI: 10.6084/m9.figshare.30672836
title: An integrated single-cell transcriptomic dataset for Mouse cortex

description: An integrated single-cell transcriptomic dataset for Mouse cortex
DOI: 10.6084/m9.figshare.30672836.v1
title: An integrated single-cell transcriptomic dataset for Mouse cortex

description: An integrated single-cell transcriptomic dataset for Mouse cortex
DOI: 10.57841/casdc.0005907
title: 旋流器底流口直径对特殊矿浆体系分离影响研究论文数据集
DOI: 10.5281/zenodo.15272856
title: Dataset of "Transient Charging of Mixed Ionic-Electronic Conductors by Anomalous Diffusion"

description: This dataset supports the article "Transient Charging of Mixed Ionic-Electronic Conductors by Anomalous Diffusion"    

Raw data for the article "Transient Charging of Mixed Ionic-Electronic Conductors by Anomalous Diffusion". For further details see the Readme.txt file.
DOI: 10.5281/zenodo.17667975
title: Dataset of "Transient Charging of Mixed Ionic-Electronic Conductors by Anomalous Diffusion"

description: This dataset supports the article "Transient Charging of Mixed Ionic-Electronic Conductors by Anomalous Diffusion"    

Raw data for the article "Transient Charging of Mixed Ionic-Electronic Conductors by Anomalous Diffusion". For further details see the Readme.txt file.
DOI: 10.15468/m4fc4k
title: Echinops sahyadricus sp. nov. (Asteraceae: Cardueae), from the northern Western Ghats, Maharashtra, India

description: The new species Echinops sahyadricus is discovered and described from northern Western Ghats, India. It is endemic to the Maharashtra state and probably restricted to few high mountain peaks in Western Maharashtra. The new species is distinguished from the related E. echinatus by adaxially glabrous to sparsely elgandular hairy leaf surfaces, larger non-cornigerous synflorescences up to 9 cm in diameter and numerous (19–24) glabrous phyllaries up to 27 mm long. An identification key to all Indian taxa of Echinops, illustration and colour plates are provided.
DOI: 10.57841/casdc.0005908
title: 工艺包1：氯化铝离子液体低温电解铝变革性技术示范
DOI: 10.57841/casdc.0005909
title: 离子液体低温电解铝技术
DOI: 10.5281/zenodo.17667912
title: BALT: Babylonian Administrative and Legal Texts

description: This repository contains automatically lemmatized Babylonian cuneiform texts from the Neo-Babylonian, Persian, and Hellenistic periods (c. 626-93 BCE). More than half of the transliterated texts are legacy data of the late János Everling, who was one of the pioneers in making transliterated cuneiform texts available online. The other texts have been transliterated by Johannes Hackl, Bojana Janković, Michael Jursa, Yuval Levavi, Martina Schmidl, and Caroline Waerzeggers, whom we thank for the permission to publish their texts online. We have converted the transliterations into Oracc atf, and we are naturally responsible for any errors introduced into the transliterations during the conversion. Finally, we thank Niek Veldhuis and Heidi Jauhiainen for their help at various stages of the project, especially for writing a couple of useful scripts for data manipulation.

The texts have been automatically lemmatized at the Centre of Excellence in Ancient Near Eastern Empires (University of Helsinki), funded by the Research Council of Finland (decision numbers 298647, 330727, and 352747). Linda Leinonen, Matias Sakko, Senja Salmi, and Repekka Uotila assisted in cleaning the data and creating metadata. The texts are also available on Korp (https://www.kielipankki.fi/corpora/, search for "balt"). Korp allows extensive searches on the texts and presents the results as a KWIC concordance list. It also offers statistical information on the search results and enables the user to download them.

During the project, we have created and gathered some basic metadata for all the texts in our corpus. We have used the existing metadata on CDLI (https://cdli.mpiwg-berlin.mpg.de/) as our point of departure. We created new CDLI entries for 976 tablets and updated some 280 existing entries. Some CDLI metadata was created using data from the NaBuCCo project (https://nabucco.acdh.oeaw.ac.at/). We thank Kathleen Abraham, Michael Jursa, and Shai Gordin for giving us access to the NaBuCCo metadata.

The zip file BALT contains the annotated texts and the file Scripts contains some Python and Java scripts used for converting file formats and manipulating transliterations.
DOI: 10.5281/zenodo.14186072
title: BALT: Babylonian Administrative and Legal Texts

description: This repository contains automatically lemmatized Babylonian cuneiform texts from the Neo-Babylonian, Persian, and Hellenistic periods (c. 626-93 BCE). More than half of the transliterated texts are legacy data of the late János Everling, who was one of the pioneers in making transliterated cuneiform texts available online. The other texts have been transliterated by Johannes Hackl, Bojana Janković, Michael Jursa, Yuval Levavi, Martina Schmidl, and Caroline Waerzeggers, whom we thank for the permission to publish their texts online. We have converted the transliterations into Oracc atf, and we are naturally responsible for any errors introduced into the transliterations during the conversion. Finally, we thank Niek Veldhuis and Heidi Jauhiainen for their help at various stages of the project, especially for writing a couple of useful scripts for data manipulation.

The texts have been automatically lemmatized at the Centre of Excellence in Ancient Near Eastern Empires (University of Helsinki), funded by the Research Council of Finland (decision numbers 298647, 330727, and 352747). Linda Leinonen, Matias Sakko, Senja Salmi, and Repekka Uotila assisted in cleaning the data and creating metadata. The texts are also available on Korp (https://www.kielipankki.fi/corpora/, search for "balt"). Korp allows extensive searches on the texts and presents the results as a KWIC concordance list. It also offers statistical information on the search results and enables the user to download them.

During the project, we have created and gathered some basic metadata for all the texts in our corpus. We have used the existing metadata on CDLI (https://cdli.mpiwg-berlin.mpg.de/) as our point of departure. We created new CDLI entries for 976 tablets and updated some 280 existing entries. Some CDLI metadata was created using data from the NaBuCCo project (https://nabucco.acdh.oeaw.ac.at/). We thank Kathleen Abraham, Michael Jursa, and Shai Gordin for giving us access to the NaBuCCo metadata.

The zip file BALT contains the annotated texts and the file Scripts contains some Python and Java scripts used for converting file formats and manipulating transliterations.
DOI: 10.57841/casdc.0005910
title: 均四甲苯选择性氧化制均酐分离技术
DOI: 10.34740/kaggle/dsv/13813200
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.mpzdvp
title: Occurrence Download

description: A dataset containing 3361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((25 -26,52 -26,52 5,25 5,25 -26))",
 "TaxonKey is Siganus sutor"
 ]
}

 The dataset includes 3361 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001780-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57841/casdc.0005911
title: 废太阳能电池片熔炼再生硅中铅、铋赋存状态及其在典型酸中的溶解行为
DOI: 10.57841/casdc.0005912
title: 第一行过渡金属锚定在吡啶基石墨炔上作为电催化 CO₂还原单原子催化剂的密度泛函理论计算数据集
DOI: 10.57841/casdc.0005913
title: 镍-氮-碳中空纤维不饱和配位促进电催化二氧化碳还原
DOI: 10.57841/casdc.0005914
title: 碳酸乙烯酯与甲醇酯交换反应催化剂的合成及性能研究
DOI: 10.6084/m9.figshare.29571449
title: fuel database for LG-Transformer

description: The fuel database for predicting fuel properties using LG-Transformer
DOI: 10.6084/m9.figshare.29571449.v3
title: fuel database for LG-Transformer

description: The fuel database for predicting fuel properties using LG-Transformer
DOI: 10.6084/m9.figshare.29571449.v4
title: fuel database for LG-Transformer

description: The fuel database for predicting fuel properties using LG-Transformer
DOI: 10.15468/dl.5q78x5
title: Occurrence Download

description: A dataset containing 179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "TaxonKey is Otala punctata"
 ]
}

 The dataset includes 179 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001782-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qy33ch
title: Occurrence Download

description: A dataset containing 179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "TaxonKey is Otala punctata"
 ]
}

 The dataset includes 179 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001783-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e240241
title: Replication package for "Dynamics of High-Growth Young Firms and the Role of Venture Capitalists"

description: Replication materials for "Dynamics of High-Growth Young Firms and the Role of Venture Capitalists" by Yoshiki Ando.<br><br>Abstract:<br>Motivated by the substantial growth and upfront investments of venture capital (VC)-backed firms observed in administrative U.S. Census data, this study develops a life-cycle firm dynamics model. In the model, startups choose the source of financing from VC, angel investors, or banks, depending on their growth potential, and invest in innovation. The calibrated model explains the life-cycle dynamics of firms with different sources of financing and suggests that venture capitalists' managerial advice accounts for around 22% of the growth in VC-backed firms. A counterfactual economy without VC financing would experience an aggregate consumption loss of around 0.46%.
DOI: 10.3886/e240241v1
title: Replication package for "Dynamics of High-Growth Young Firms and the Role of Venture Capitalists"

description: Replication materials for "Dynamics of High-Growth Young Firms and the Role of Venture Capitalists" by Yoshiki Ando.<br><br>Abstract:<br>Motivated by the substantial growth and upfront investments of venture capital (VC)-backed firms observed in administrative U.S. Census data, this study develops a life-cycle firm dynamics model. In the model, startups choose the source of financing from VC, angel investors, or banks, depending on their growth potential, and invest in innovation. The calibrated model explains the life-cycle dynamics of firms with different sources of financing and suggests that venture capitalists' managerial advice accounts for around 22% of the growth in VC-backed firms. A counterfactual economy without VC financing would experience an aggregate consumption loss of around 0.46%.
DOI: 10.5281/zenodo.17668054
title: Ipseity Daily Data

description: At what rate do individuals say they are X?

Begining on 2025-07-08, I surveyed a small random sample of American adults on a daily cadence.  They responded to many items of the form: Does <signifier> describe you today?

The file ipseity-daily-aggregated.csv in this repository contains the aggregated results through 2025-07-28.  The columns are as follows:



signifier - a word, phrase or emoji

yes_count - the number of respondents who answered yes (aggregated all-time).

no_count - the number of respondents who answered no (aggregated all-time).

prevalence_per_10k - an estimate of the prevalence per 10,000.  If we were to survey 10,000 American adults, how many would we expect to respond yes to this signifier?  The number is calculated as yes_count / (yes_count + no_count) * 10,000.

earliest_obs_date - this date represents the first time this particular signifier was ever displayed to a respondent.  Signifiers are chosen with stochasticity from a long list; new signifiers are sometimes added, old signifiers are sometimes deleted, and a signifier may be moved higher or lower in priority for sampling.

latest_obs_date - the date closest to the present date on which signifier was most recently presented to a respondent.


Version created on 2025-11-21 — cumulative data.
DOI: 10.6084/m9.figshare.29367797.v1
title: Global change effects on nitrogen loss processes

description: Our analysis shows that N addition treatment significantly enhances both denitrification and anammox rates, while warming treatment also promotes denitrification.We searched the Web of Science database, Google Scholar, and the China National Knowledge Infrastructure for publications reporting the effects of experimental elevated CO<sub>2</sub>, N addition, warming, and altered precipitation manipulations on denitrification and/or anammox in the field. Here, we compiled a global dataset comprising 682 observations from 127 manipulative field experiments across the main terrestrial ecosystems.
DOI: 10.5281/zenodo.17667863
title: Dataset for "Single-cell resolution functional networks during unconsciousness are segregated into spatially intermixed modules"
DOI: 10.5281/zenodo.17667862
title: Dataset for "Single-cell resolution functional networks during unconsciousness are segregated into spatially intermixed modules"
DOI: 10.21227/ebzf-j604
title: "25.11.21IE"

description: "Scheduling in the education services industry presents a complex multi-objective optimization challenge, where minimizing faculty workload, maximizing student satisfaction, and reducing operational cost often conflict. This study develops a novel multi-objective optimization model to bridge this gap. Empirical analysis using 1,284 scheduling records, workload data from 171 teachers, 9,462 student satisfaction surveys, and institutional cost accounts reveals significant correlations: faculty workload negatively correlates with student satisfaction (\u03b2 = -0.426, p &lt; 0.001) and positively with operational cost (\u03b2 = 0.513, p &lt; 0.001). A genetic algorithm-based solution demonstrates simultaneous improvements: 16.2% reduction in faculty workload, 4.5% increase in student satisfaction, and 8.3% reduction in operational cost compared to baseline. The study's innovation lies in integrating educational management with operations research, providing an empirically validated decision support tool for enhancing educational service efficiency and resource allocation."
DOI: 10.15468/dl.mjn9zn
title: Occurrence Download

description: A dataset containing 523860 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Viburnum opulus"
 ]
}

 The dataset includes 523860 records from 1909 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001778-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15274123
title: Availability bias in road safety systematic reviews and its impact on the meta-analysis findings

description: Data are related to the paper "Availability bias in road safety systematic reviews and its impact on the meta-analysis findings" (https://doi.org/10.1016/j.aap.2024.107905). Specifically, the file contains data which were used for the graphs in the Fig. 2. More information is available in the paper. The graphs are related to seven meta-analyses displayed in two forms: firstly, the forest plots of y and CI values, using the MS Excel template by Brandt (2014); secondly, the funnel graphs of individual study values (yi and wi) together with the weighted averages y.
DOI: 10.5281/zenodo.15274124
title: Availability bias in road safety systematic reviews and its impact on the meta-analysis findings

description: Data are related to the paper "Availability bias in road safety systematic reviews and its impact on the meta-analysis findings" (https://doi.org/10.1016/j.aap.2024.107905). Specifically, the file contains data which were used for the graphs in the Fig. 2. More information is available in the paper. The graphs are related to seven meta-analyses displayed in two forms: firstly, the forest plots of y and CI values, using the MS Excel template by Brandt (2014); secondly, the funnel graphs of individual study values (yi and wi) together with the weighted averages y.
DOI: 10.5281/zenodo.14839649
title: DoH-Mobile-Traffic

description: The custom mobile dataset, named DoH-Mobile-Traffic, was specifically collected using the RethinkDNS tool. This dataset, with a total size of 38.21 GB, includes 289,475 normal flows and 1,711 encrypted DoH flows from multiple DoH service providers, including 360 DNS, Alidns, and Tencent Dnspod. The dataset captures a diverse range of DoH traffic from mobile devices, providing a valuable resource for testing and evaluating DoH detection systems in real-world network environments.If you find this dataset helpful, pelase cite:



@article{ZUO2025103125,

title = {METC: A Hybrid Deep Learning Framework for Cross-Network Encrypted DNS over HTTPS Traffic Detection and Tunnel Identification},

journal = {Information Fusion},

volume = {121},

pages = {103125},

year = {2025},

issn = {1566-2535},

doi = {https://doi.org/10.1016/j.inffus.2025.103125},

url = {https://www.sciencedirect.com/science/article/pii/S1566253525001988},

author = {Ming Zuo and Changyong Guo and Haiyan Xu and Zhaoxin Zhang and Yanan Cheng},

keywords = {DNS over HTTPS (DoH), Encrypted Traffic Detection, Tunnel Identification, Deep Learning, Machine Learning, Network Security},

}
DOI: 10.5281/zenodo.14839650
title: DoH-Mobile-Traffic

description: The custom mobile dataset, named DoH-Mobile-Traffic, was specifically collected using the RethinkDNS tool. This dataset, with a total size of 38.21 GB, includes 289,475 normal flows and 1,711 encrypted DoH flows from multiple DoH service providers, including 360 DNS, Alidns, and Tencent Dnspod. The dataset captures a diverse range of DoH traffic from mobile devices, providing a valuable resource for testing and evaluating DoH detection systems in real-world network environments.If you find this dataset helpful, pelase cite:



@article{ZUO2025103125,

title = {METC: A Hybrid Deep Learning Framework for Cross-Network Encrypted DNS over HTTPS Traffic Detection and Tunnel Identification},

journal = {Information Fusion},

volume = {121},

pages = {103125},

year = {2025},

issn = {1566-2535},

doi = {https://doi.org/10.1016/j.inffus.2025.103125},

url = {https://www.sciencedirect.com/science/article/pii/S1566253525001988},

author = {Ming Zuo and Changyong Guo and Haiyan Xu and Zhaoxin Zhang and Yanan Cheng},

keywords = {DNS over HTTPS (DoH), Encrypted Traffic Detection, Tunnel Identification, Deep Learning, Machine Learning, Network Security},

}
DOI: 10.5281/zenodo.15544373
title: Reflection and Refraction of Directrons at the Interface
DOI: 10.5281/zenodo.15544374
title: Reflection and Refraction of Directrons at the Interface
DOI: 10.25549/inscriptifact-ouc110813032
title: Late Corinthian Kotyle/Skyphos (Cup) Body Sherd with Lotus Chain, BMC P.2960

description: [Text Description:] Archaic ❧ [Text or Publication Number Note:] BMC P.2960 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Kotyle/Skyphos (Cup) Body Sherd ❧ [Physical Object Note:] 1 15/16 in. x 2 1/16 in. x 3/16 in. (4.9 cm x 5.3 cm x 0.5 cm) ❧ [Physical Object Note:] Skyphoi