cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16909249
title: Global Umbilical Cord Blood Banking Market 2025 To 2034

description: Umbilical Cord Blood Banking Market Size, Trends and Insights By Storage Type (Public Cord Blood Banks, Private Cord Blood Banks), By Application (Cancer Treatment, Blood Disorders, Metabolic Disorders, Immune Disorders, Others), By Service Provider (Hospitals, Pharmaceutical & Biotech Companies, Research Institutes, Specialty Clinics), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

As per the Umbilical Cord Blood Banking Market analysis conducted by the CMI Team, the global Umbilical cord blood banking Market is expected to record a CAGR of 11.7% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 19.13 Billion. By 2034, the valuation is anticipated to reach USD 51.67 Billion.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=72564
DOI: 10.7910/dvn/urzktc
title: Dialect and leadership

description: It includes the dialects of the county-level politicians in China.
DOI: 10.7910/dvn/7mfyfe
title: A08_17171.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/b17cbb63-afab-2859-7f3f-add56b197b6c'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/b17cbb63-afab-2859-7f3f-add56b197b6c
DOI: 10.7910/dvn/art3m9
title: No Reservations: International Order and Demand for the Renminbi as a Reserve Currency

description: Replication materials for "No Reservations: International Order and Demand for the Renminbi as a Reserve Currency"
DOI: 10.7910/dvn/eli51f
title: Replication Data for: Clarifying the Measurement of Relative Ideology in Policy Diffusion Research

description: Reproduction code, including code for measuring relative ideology with three different specifications
DOI: 10.7910/dvn/sdcezw
title: stress, strain, time indexing information (now superceded)

description: superceded
DOI: 10.7910/dvn/sephjm
title: Is There Investment Value in the Soft-Dollar Arrangement? Evidence from Mutual Funds

description: Code and pseudo-data to replicate the tables in the paper.
DOI: 10.7910/dvn/tjboym
title: Petition of Asa Bement

description: &lt;p&gt;Petition subject: Property &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:13909132"&gt;http://nrs.harvard.edu/urn-3:FHCL:13909132&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: 1781-03-20 &lt;/p&gt; &lt;p&gt;Petition location: Stockbridge &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Asa Bement&lt;/li&gt;&lt;li&gt;David Pixley&lt;/li&gt;&lt;li&gt;Joseph Shauquethqueat&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Total signatures: 3 &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 2 &lt;/p&gt; &lt;p&gt;Males of color signatures: 1 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: selectmen of the town of Stockbridge, [males of color] &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;: Manuscript &lt;/p&gt; &lt;p&gt;Native American tribe: Stockbridge-Munsee &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; &lt;p&gt;Additional archivist notes: grist mill, saw mill, Isaac Ball, Samuel Hatch, Hans Viniger, river, Joseph Shauquethqueat, Benjamin Waunchauwut, David Naunauneck, Berkshire, Hannibal, Hanible, Housatonic River, Elihu Miles, John Sergeant, Benjamin Willard, Melatiah Hatch, [with certification] &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: Massachusetts Archives volume 232, pages 337-338 &lt;/p&gt;
DOI: 10.7910/dvn/zx4hga
title: Replication Data for: The Effect of Language on Political Appeal: Results from a Survey Experiment in Thailand

description: Politicians have long engaged in marketing themselves by employing distinct speaking styles to signal social standing, competence, or a shared background with their audience. What effect does this use of different language appeals have on voter opinion? Utilizing a survey experiment in Thailand, I test a set of hypotheses about the effect of language on respondent opinions. Relying on three distinct treatments, a formal language register, an informal language register, and an ethnic language, I demonstrate the multiple effects of language on political appeal. The use of a formal register has mixed effects, signaling both high education as well as preparation for national office while also creating social distance between the speaker and audience. An informal register and the ethnic tongue both signal kinship ties to listeners, with the ethnic tongue having a much more profound effect. The results also show that an ethnic overture has greater electoral appeal than formal speech. These findings highlight the causal effect language has in shaping political opinions and illustrate the varied impacts of linguistic hierarchies on political appeal.
description: In the STATA data file, some variables were input using Thai language script in order to allow for complete transparency on survey locations. Anglicized variables are also included.
DOI: 10.7910/dvn/7wnm5g
title: A97_8885.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/50a96829-d512-4aa9-934e-a569aa307755'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/50a96829-d512-4aa9-934e-a569aa307755
DOI: 10.7910/dvn/artmz8
title: The Professional Status of Male and Female Academy of Management Members: A Comparison of Perceptions, 1975-1976

description: The Committee on the Status of Women in the Management Profession commissioned this study to obtain information about the education, professional status, and career development of persons in, or desiring to enter, the management profession. This study investigated the professional status of 90 male and 81 female Academy of Management members.
&lt;br /&gt;&lt;br /&gt;
In March of 1975, a questionnaire was mailed to all 175 females listed in the "1975-1976 Academy of Management Membership Directory." Responses were received from 81 women. In February 1976, a similar form was mailed to a random sample of 175 male members. Ninety usable questionnaires were returned.&lt;br /&gt;&lt;br /&gt;
The variables assessed in the questionnaires include: (1) perceptions about relative salary and promotion status; (2) recent job search behavior and results; (3) impact of
the women's movement on respondent's professional life; (4) feelings about and perceptions of the professional environment and its opportunities for female Academy members; and (5) age and salary levels.
&lt;br /&gt;&lt;br /&gt;
The Murray Archive holds additional analogue materials for this study (coding sheets of the questionnaire data and accompanying codebooks). If you would like to access this material, please apply to use the data.
DOI: 10.7910/dvn/enufxj
title: Replication Data for: How Do Unions Create Candidates?

description: Replication data for How Do Unions Create Candidates by Melissa Arnold Lyon, Annie Hemphill, and Rebecca Jacobsen
DOI: 10.7910/dvn/hoh1f0
title: Replication Data for: Approaches to Studying Policy Representation

description: Replication data for "Approaches to Studying Policy Representation," LSQ, 2016.
DOI: 10.7910/dvn/s1yh9c
title: A13_24363.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/f94222b0-b699-490e-8012-8a48b40f17ac'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/f94222b0-b699-490e-8012-8a48b40f17ac
DOI: 10.7910/dvn/upmmmj
title: Replication Data for: Reconsidering Securities Industry Bars

description: This dataset, scraped from FINRA's BrokerCheck website, provides the replication data for the article Reconsidering Securities Industry Bars in the Stanford Journal of Law, Business, and Finance (2024)
DOI: 10.7910/dvn/yvph06
title: A15_28622.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/174763fe-7dfa-49bb-aa76-bf6fd6744812'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/174763fe-7dfa-49bb-aa76-bf6fd6744812
DOI: 10.17632/vftzc2r746
title: HUGProne: Left breast DiBH, heart, lungs, breasts, and tumor-bed dose volume histograms - ancillary data updated with prescribed dose

description: Data of manuscript:
Is Prone Free Breathing better than Supine Deep inspiration Breath Hold for Left Whole Breast Radiotherapy? A Dosimetric Analysis.
http://dx.doi.org/10.1007/s00066-020-01731-8
Study registration:
https://clinicaltrials.gov/ct2/show/NCT02237469
Content of L_DiBH.zip:
m1x_L_DiBH_DVH.txt, raw DVHs.
m1x_L_DiBH_DVH_info.pdf, description of the DVHs label names.
m4_L_DiBH_share.xlsx, patients data, anonymized, comments and day dates removed.
File share_m4_L_DiBH_share_version2.xlsx, Feb 18, 2023: ancillary data updated with column "DoseRx" = dose prescribed to breast PTV.

######
Update May 29, 2025: file "share_m1x_merged_version3.txt" has been added.
Format text, with header row, tab delimited. Field description in sheet "info" of share_m4_L_DiBH_share_version2.xlsx.
The file merges patient's data of the three papers:
° Left breast DiBH
doi: 10.1007/s00066-020-01731-8
° Right breast Free breathing
doi: 10.1038/s41598-021-04385-3
° Left breast Free breathing
doi: 10.5603/rpor.104143

######
# update May 31, 2025
Files added:
° share_m1x_merged_version4.xlsx : this adds info on volume of BODY supine and prone, left and right breast, and volume of Lada (Left anterior descending artery, contoured and planned after the original study).
It supersedes the dataset version 3's share_m1x_merged_version3.txt and share_m4_L_DiBH_share_version2.xlsx.
° share_b1_Body_DVH.txt : DVH's of the BODY for the supine and prone, left and right breast.
° share_c1_Lada_DVH.txt : cleaned DVH's of the Left anterior descending artery, supine and prone, left breast only.
DOI: 10.17632/vftzc2r746.2
title: HUGProne: Left breast DiBH, heart, lungs, breasts, and tumor-bed dose volume histograms - ancillary data updated with prescribed dose

description: Data of manuscript:
Is Prone Free Breathing better than Supine Deep inspiration Breath Hold for Left Whole Breast Radiotherapy? A Dosimetric Analysis.
http://dx.doi.org/10.1007/s00066-020-01731-8
Study registration:
https://clinicaltrials.gov/ct2/show/NCT02237469
Content of L_DiBH.zip:
m1x_L_DiBH_DVH.txt, raw DVHs.
m1x_L_DiBH_DVH_info.pdf, description of the DVHs label names.
m4_L_DiBH_share.xlsx, patients data, anonymized, comments and day dates removed.
File share_m4_L_DiBH_share_version2.xlsx, Feb 18, 2023: ancillary data updated with column "DoseRx" = dose prescribed to breast PTV.
DOI: 10.7910/dvn/7x7drm
title: Replication data for: The Economic Growth Impact of Hurricanes: Evidence from U.S. Coastal Counties

description: Volume 93, Issue 2
DOI: 10.7910/dvn/upgjcv
title: Arabic-Egyptian Corpus 2

description: This is an extension to the Arabic corpus for Egyptian tweets, the "Arabic-Egyptian corpus." This corpus contains 10,000 tweets divided into 5,000 positive tweets and 5,000 negative tweets covering a variety of general topics discussed on Twitter.
DOI: 10.7910/dvn/ngy29g
title: Community-based distribution of oral HIV self-testing kits: experimental evidence from Zambia

description: This file contains data collected during the HIVST study aggregated by community ID, whether the zones within the community were in the HIVST intervention, sex, age group, prior residence in the community and how individuals learnt their HIV status. Through aggregation, the data have been de-identified. The community names have also been changed to a number. 
The data includes the primary outcome variable knows_hiv_status, and secondary outcome variables accepted testing and participated. There are “derived” variables in the data. Derived variables have been developed based on the values of original variables, and mostly using information from &gt;1 original variable. 
Please see the accompanying data dictionary for details of the variables included in the dataset.

This project (code TW2.2.18) was funded under Thematic Window 2 on HIV self-testing.
description: Despite our best efforts in working with the authors, 3ie could not replicate the results from this study. Any comments or queries regarding data or codes should be directed to the principal investigator, Richard Hayes at Richard.Hayes@lshtm.ac.uk.
DOI: 10.7910/dvn/uzodvx
title: Capital Structure as a Determinant of Growth Opportunities in Companies Listed on B3
title: Estrutura de Capital Como Determinante das Oportunidades de Crescimento nas Companhias Listadas na B3

description: I'm currently doing a PhD in Accounting, I have a YouTube channel about Finance, Investments and Accounting, I specialize in Income Tax for investors, and I'm always looking to update myself on the market and technologies. I have already worked in controllership and external auditing in Big Four and small companies, I developed teaching activities during the master's degree in Accounting and I have knowledge in Accounting, Auditing, Data Analysis and Capital Markets. I love learning and teaching, especially in Finance, Technology and Data Science. I'm currently looking to improve myself in the area of data analysis.

Most of my articles/projects as a resercher in accouting can be found at: https://scholar.google.com.br/citations?user=QJyKPWMAAAAJ&hl=pt-BR

My Youtube Channel: https://www.youtube.com/c/ArthurLerner
DOI: 10.7910/dvn/ztm70x
title: Genome Assembly and Annotation for Cymbopogon citratus

description: Lemon grass (Cymbopogon citratus L.) is a member of the Poaceae family and is
famous for its culinary, cultural, cosmetic, and medicinal properties. Therefore, the
present study aims to assemble the genome of the lemon grass and provide a valuable
resource for mining biochemical pathways. The raw genome data is retrieved from
NCBI and cleaned with AdapterRemoval version 2.3.2 for high-quality clean data.
The genome size was estimated using Jellyfish 2.2.10 and GenomeScope version 1.0.
MaSurCa version 3.3.2. was used to generate genome assembly. BUSCO version
4.1.2. is used to assess the completeness and quality of genome assembly. This
analysis resulted in a draft nuclear genome of 364,442,032 bps with 127,303
scaffolds. RepeatModeler version 2.0.1., AUGUSTUS version 3.3.2., and tRNAscan-
SE version 2.0.6. are used to identify repeats, genes, and tRNA genes, respectively.
This study identified 41.66 % repeats,  41,775 genes, and 681 tRNAs. UniProt protein
database, OrthoFinder version 2.2.7, InterproScan, Plant metabolic network (PMN)
analysis, and Gene Ontology (G.O.) categorization annotate the genome functionally.
GetOrganelle version 1.6.4., is used to generate the mitochondrial and chloroplast
genome assembly of 367,579 bps and 139,690 bps. CPGAVAS2 version 1 and
AGORA version 1 annotate the genome of chloroplast and mitochondria,
respectively. The genes and pathways (photosynthesis, glycolysis, pyruvate, terpenoid
backbone synthesis, and TCA cycle) associated with essential oil production are
identified and mapped. Thus, this study reports the draft nuclear and organelle
genome assembly; and genes and pathways participating in the biosynthesis of
essential oil production in C. citratus L.
DOI: 10.7910/dvn/zynhxg
title: [ iTrust ] Normalized Requirement Files

description: The documents of requirements are normalized by standard pre-processing techniques including splitting identifiers, special token elimination, stemming, and stop word removal.
DOI: 10.17632/gsd4xvthb8
title: Dados Originais e Pré-processados do SINAN-TB (2001–2023) para Modelagem Preditiva de Desfechos no Tratamento da Tuberculose no Brasil

description: Este repositório contém os dados do SINAN-TB (Sistema de Informação de Agravos de Notificação - Tuberculose), fornecida pelo Ministério da Saúde do Brasil, abrangendo notificações de casos de tuberculose no período de 2001 a 2023. A base contém informações clínicas, laboratoriais, sociodemográficas e territoriais dos pacientes.

Foram definidos cinco cenários distintos de pré-processamento dos dados (A a E), variando conforme o período analisado, completude dos atributos, inclusão de variáveis derivadas (como DIAS_EM_TRATAMENTO, PROP_CONTATOS_EXAMINADOS, DIAS_ATE_INICIO_TRATAMENTO) e a adição do IDHM (Índice de Desenvolvimento Humano Municipal).

Adicionalmente, o cenário E incorpora a técnica TabPFN (Tabular Prior-Data Few-Shot Network), com testes realizados em 100 datasets balanceados, utilizando diferentes combinações de atributos (básico, clínico e contatos).

Os dados publicados incluem:

* A base original anonimizável (SINANTB_01a23.csv.zip)
* Arquivos em .csv correspondentes aos conjuntos de dados pré-processados (cenários A a E)
* Resultados de testes alcançados pela técnica TabPFN
* O índice de IDH por município

Scripts de pré-processamento e geração dos datasets disponíveis em: https://github.com/maiconlino/cenariostb
Os dados estão organizados para garantir a reprodutibilidade científica e permitir a replicação dos resultados apresentados no artigo.
DOI: 10.17632/gsd4xvthb8.1
title: Dados Originais e Pré-processados do SINAN-TB (2001–2023) para Modelagem Preditiva de Desfechos no Tratamento da Tuberculose no Brasil

description: Este repositório contém os dados do SINAN-TB (Sistema de Informação de Agravos de Notificação - Tuberculose), fornecida pelo Ministério da Saúde do Brasil, abrangendo notificações de casos de tuberculose no período de 2001 a 2023. A base contém informações clínicas, laboratoriais, sociodemográficas e territoriais dos pacientes.

Foram definidos cinco cenários distintos de pré-processamento dos dados (A a E), variando conforme o período analisado, completude dos atributos, inclusão de variáveis derivadas (como DIAS_EM_TRATAMENTO, PROP_CONTATOS_EXAMINADOS, DIAS_ATE_INICIO_TRATAMENTO) e a adição do IDHM (Índice de Desenvolvimento Humano Municipal).

Adicionalmente, o cenário E incorpora a técnica TabPFN (Tabular Prior-Data Few-Shot Network), com testes realizados em 100 datasets balanceados, utilizando diferentes combinações de atributos (básico, clínico e contatos).

Os dados publicados incluem:

* A base original anonimizável (SINANTB_01a23.csv.zip)
* Arquivos em .csv correspondentes aos conjuntos de dados pré-processados (cenários A a E)
* Resultados de testes alcançados pela técnica TabPFN
* O índice de IDH por município

Scripts de pré-processamento e geração dos datasets disponíveis em: https://github.com/maiconlino/cenariostb
Os dados estão organizados para garantir a reprodutibilidade científica e permitir a replicação dos resultados apresentados no artigo.
DOI: 10.7910/dvn/emkttm
title: Replication Data for: Reformulating the Bromine Alpha Factor and EESC: Evolution of Ozone Destruction Rates of Bromine and Chlorine in Future Climate Scenarios

description: This dataverse contains datasets required to reproduce the analysis found within " Reformulating the Bromine Alpha Factor and EESC: Evolution of Ozone Destruction Rates of Bromine and Chlorine in Future Climate Scenarios" by J. Eric Klobas, Debra K. Weisenstein, Ross J. Salawitch, and David M. Wilmouth per ACP Data Policy standards. (2020-07-06)
description: This archive will be updated to include all required replication data following publication. - JEK 2020-07-06
DOI: 10.7910/dvn/tihgay
title: Figure 1 Biochemical analyses of PaqCI cleavage activity

description: Panel a: PaqCI demonstrates substrate turnover when acting on a stoichiometric excess of DNA targets. Digest time points are quenched at 10 minutes and 60 minutes with protein concentration ranging from 0.3-8.0 units with the DNA concentration held at 200 nM in each vial. In the 10 minute digest, complete cleavage of the oligo is only seen in concentrations from 1.0-8.0 units, with only partial cleavage to no cleavage in the rest of the lower concentrations. At 60 minutes, almost all concentrations exhibit complete cleavage of the oligo, with bands fading at 0.12 units and below. One unit of enzyme corresponds to 24 ng of enzyme (the amount required to digest 1 microgram of lambda DNA to completion in 1 hour at 37°C in a 50 microliter volume); the range of enzyme concentrations shown corresponds to 140 nM (16 units in 50 microliter reaction volume) to 2.2 nM (0.25 units in 50 microliter reaction volume).
Panel b: PaqCI cleaves DNA more efficiently when a short hairpin DNA duplex containing the enzyme's target site (but not downstream DNA basepairs corresponding to the adjacent cleavage site) is added to the reaction as a trans-activating factor. In this experiment, lambda phage DNA, with 8 PaqCI sites, is used as a substrate. Samples are quenched at the same time points as previous experiment. PaqCI from 0.125 units to 8 units (2.2 nM to 70 nM enzyme) are used either plus or minus the duplex target site oligonucleotide added in trans. The addition of the duplex target site also increases the performance of the lowest concentration, 0.125 units (2.2 nM enzyme) 
Panel c: An additional experiment examining cleavage of plasmid substrates validates the results and interpretation above, by indicating (1) that plasmid substrates containing two target sites appear to be cleaved more efficiently than the same plasmid containing only one target site, and (2) that the difference in cleavage efficiency between single- or double-target plasmid substrates is reduced with the same short hairpin containing a target site added in trans. The enzyme's cleavage efficiency against plasmids harboring two target sites does not appear to differ significantly when the target sites (which are separated by approximately 1 kB) are positioned in a head-to-head or head-to-tail arrangement. The enzyme concentration at all time points is 2 units per 50 microliter reaction, corresponding to 17.5 nM enzyme.
DOI: 10.7910/dvn/uvwkzp
title: Replication Data for: Dataset "P3Numbers_20150204_m_13_002" available at http://eegdatabase.kiv.zcu.cz/experiments-detail?DEFAULT_PARAM_ID=677

description: Guess the number is a simple P300-based brain-computer interface experiment. Its aim is to ask the measured participant to pick a number between 1 and 9. Then, he or she is exposed to corresponding visual stimuli and experimenters try to guess the number thought while observing event-related potential waveforms on-line. 250 school-age children participated in the experiments that were carried out in elementary and secondary schools in the Czech Republic. Electroencephalographic data from three EEG channels (Fz, Cz, Pz) and stimuli markers were stored. Additional metadata about the participants were collected (gender, age, the number thought by the participant, the guess of the experimenters, and various interesting additional information). The data are stored in the Brain Vision format.
description: Presentation, 18.1
description: Brain Vision Recorder, 1.20.0001
description: All data and metadata in this dataverse can be downloaded as an experimental package named "PROJECT DAYS P3 NUMBERS" that is available at https://eegdatabase.kiv.zcu.cz in section "All experiments"