cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/d5kvh3sxdm.2
title: YouTube Comments and Party Manifestos (Japanese), and VAA Statements (English and Japanese)

description: These datasets were utilized in the study to build a system for supporting the design of voting advice applications.

Datasets are:

1. Party manifesto data contains party manifestos uploaded before the 2021 Japanese Upper House and the 2022 House of Councillors elections from all the Japanese political parties.

2. VAA data contains statements from 2 European and 6 Japanese VAAs issued for the 2019 European Parliament elections and 2021 Japanese Upper House elections, respectively, from the following VAAs: EUandi, EUvox, Zero Senkyo, Shimotsuke Shimbun, Japan Choice, FokusJapan, Asahi Shimbun and Mainichi Shimbun. In total, there were 135 and 50 statements covering the most important political issues in Japan and the EU, respectively.

3. YouTube comments data contains comments from the 18 most popular Japanese YouTube channels related to politics and economics uploaded between January 2021 and July 2021 (3,998,590 comments from 17,773 videos).


The research was conducted by Daniil Buryakov, Mate Kovacs, Victor Kryssanov, and Uwe Serdült.

Abstract of the paper:

The relevance and importance of voting advice applications (VAAs) are demonstrated by their popularity among potential voters. On average, around 30\% of voters take into account the recommendations of these applications during elections. The comparison between potential voters' and parties' positions is made on the basis of VAA policy statements on which users are asked to express opinions. VAA designers devote substantial time and effort to analyzing domestic and international politics to formulate policy statements and select those to be included in the application. This procedure involves manually reading and evaluating a large volume of publicly available data, primarily party manifestos. A problematic part of the work is the limited time frame. This study proposes a system to assist VAA designers in formulating, revising, and selecting policy statements. Using pre-trained language models and machine learning methods to process politics-related textual data, the system produces a set of suggestions corresponding to relevant VAA statements. Experiments were conducted using party manifestos and YouTube comments from Japan, combined with VAA policy statements from six Japanese and two European VAAs. The technical approaches used in the system are based on the BERT language model, which is known for its capability to capture the context of words in the documents. Although the output of the system does not completely eliminate the need for manual human assessment, it provides valuable suggestions for updating VAA policy statements on an objective, i.e., bias-free, basis.
DOI: 10.17632/d5kvh3sxdm.3
title: YouTube Comments and Party Manifestos (Japanese), and VAA Statements (English and Japanese)

description: These datasets were utilized in the study to build a system for supporting the design of voting advice applications.

Datasets are:

1. Party manifesto data contains party manifestos uploaded before the 2021 Japanese Upper House and the 2022 House of Councillors elections from all the Japanese political parties.

2. VAA data contains statements from 2 European and 6 Japanese VAAs issued for the 2019 European Parliament elections and 2021 Japanese Upper House elections, respectively, from the following VAAs: EUandi, EUvox, Zero Senkyo, Shimotsuke Shimbun, Japan Choice, FokusJapan, Asahi Shimbun and Mainichi Shimbun. In total, there were 135 and 50 statements covering the most important political issues in Japan and the EU, respectively.

3. YouTube comment data contains comments from the 18 most popular Japanese YouTube channels related to politics and economics uploaded between January 2021 and July 2021 (3,998,590 comments from 17,773 videos).

Abstract of the paper:

The relevance and importance of voting advice applications (VAAs) are demonstrated by their popularity among potential voters. On average, around 30\% of voters take into account the recommendations of these applications during elections. The comparison between potential voters' and parties' positions is made on the basis of VAA policy statements on which users are asked to express opinions. VAA designers devote substantial time and effort to analyzing domestic and international politics to formulate policy statements and select those to be included in the application. This procedure involves manually reading and evaluating a large volume of publicly available data, primarily party manifestos. A problematic part of the work is the limited time frame. This study proposes a system to assist VAA designers in formulating, revising, and selecting policy statements. Using pre-trained language models and machine learning methods to process politics-related textual data, the system produces a set of suggestions corresponding to relevant VAA statements. Experiments were conducted using party manifestos and YouTube comments from Japan, combined with VAA policy statements from six Japanese and two European VAAs. The technical approaches used in the system are based on the BERT language model, which is known for its capability to capture the context of words in the documents. Although the output of the system does not completely eliminate the need for manual human assessment, it provides valuable suggestions for updating VAA policy statements on an objective, i.e., bias-free, basis.

BibTeX entry and citation info:

@article{buryakov7enhancing,
 title={Enhancing the Design of Voting Advice Applications with BERT Language Model},
 author={Buryakov, Daniil and Kovacs, Mate and Serd{\"U}lt, Uwe and Kryssanov, Victor},
 journal={Frontiers in Artificial Intelligence},
 volume={7},
 pages={1343214},
 publisher={Frontiers},
 doi = "10.3389/frai.2024.1343214",
}
DOI: 10.17632/b6555hx877.1
title: PRRX2-Mediated Transcriptional Regulation of GLI2 Promotes Cell Proliferation, Invasion and Metastasis by Suppressing Cellular Senescence via Hedgehog Signaling in Pancreatic Cancer

description: PRRX2-Mediated Transcriptional Regulation of GLI2 Promotes Cell Proliferation, Invasion and Metastasis by Suppressing Cellular Senescence via Hedgehog Signaling in Pancreatic Cancer
DOI: 10.15468/dl.s3fbm9
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Redescription of the freshwater shrimp Macrobrachium jelskii (Miers, 1877) (Caridea, Palaemonidae)"
 ]
}

 The dataset includes 45 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058596-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/yr96756vj8.1
title: Exercise Addiction and Passion in Hungarian and Indian Regular Exercisers: A Cross-Cultural Comparison

description: A cross-sectional study with an almost equal proportion of close to 1,000 answers from Hungarian and Indian regular exercisers providing their weekly frequency of exercise (&gt;3) and completing the revised Exercise Addiction Inventory (Szabo et al.,2019) and the revised Passion Scale (Marsh, 2013). The data also contain the gender and age of the participants.
DOI: 10.17632/f9xk8w25g8.1
title: Analyzing identical, multi-unit manufacturing systems under limited maintenance resources using queueing theory and birth-death stochastic process

description: Analyzing identical, multi-unit manufacturing systems under limited maintenance resources using queueing theory and birth-death stochastic process
DOI: 10.17632/vzd53nny6m.1
title: Cross-Cultural Perspectives on Internationalization: A Comparative Study of Chinese and Sri Lankan Entrepreneurs

description: This dataset comprises qualitative interview responses from entrepreneurs in China and Sri Lanka, focusing on their experiences, challenges, and strategies related to internationalization through e-commerce platforms. The dataset provides insights into various aspects of entrepreneurial activities, including communication styles, cultural adaptation, technological use, and market competition.
DOI: 10.17632/gsc2k9hz5d.1
title: Hydrogen sulfide-mediated persulfidation regulates homocysteine metabolism and enhances ferroptosis in non-small-cell lung cancer

description: Below are the original western blot, gel, and microscopy images covered in this paper. The uncropped western blot and gel pictures are in PDF file, and the original microscopy photos are in zip file.
DOI: 10.17632/48kkzrntvr.1
title: Continuous AHCC® ingestion suppresses spontaneous carcinogenesis in a murine model

description: AHCC®, a standardized extract of cultured Lentinula edodes mycelia, suppresses the proliferation of both cancer cell line-derived and patient-derived xenografts transplanted into mice. However, the mechanism of action underlying the suppressive effect of AHCC® on spontaneous carcinogenesis remains unclear. This study investigated the effects of long-term AHCC® ingestion on the health of mice and spontaneous carcinogenesis. The mice were divided into three groups: A (2% AHCC® ingestion continuously two days a week), B (2% AHCC® ingestion daily), and C (water ingestion). Mice began to ingest AHCC® or water at five weeks of age and were observed until 24 months of age. The onsets of the first death were delayed in the AHCC® ingestion groups and the survival rates were significantly higher than those in the control group. The proportion of “healthy mice” with no morphological abnormalities in their organs was also significantly higher in the AHCC® ingestion groups than that in the control group. Furthermore, the incidence of cancer-bearing mice, particularly breast cancer and liver cancer, was significantly reduced in the AHCC® ingestion groups. These results suggest that continuous AHCC® ingestion maintains health and prevents spontaneous carcinogenesis.
DOI: 10.15468/dl.3258np
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((148.46158 -33.485395, 148.468317 -33.485395, 148.468317 -33.480903, 148.466071 -33.480903, 148.466071 -33.478658, 148.46158 -33.478658, 148.46158 -33.485395)), ((148.46158 -33.485395, 148.459334 -33.485395, 148.459334 -33.496624, 148.46158 -33.496624, 148.46158 -33.494378, 148.466071 -33.494378, 148.466071 -33.492132, 148.46158 -33.492132, 148.46158 -33.485395)), ((148.468317 -33.485395, 148.468317 -33.492132, 148.472809 -33.492132, 148.472809 -33.501116, 148.475054 -33.501116, 148.475054 -33.492132, 148.4773 -33.492132, 148.4773 -33.487641, 148.472809 -33.487641, 148.472809 -33.485395, 148.468317 -33.485395)), ((148.475054 -33.501116, 148.475054 -33.503361, 148.4773 -33.503361, 148.4773 -33.501116, 148.475054 -33.501116)), ((148.4773 -33.503361, 148.4773 -33.510099, 148.484038 -33.510099, 148.484038 -33.523574, 148.495267 -33.523574, 148.495267 -33.519082, 148.490775 -33.519082, 148.490775 -33.512345, 148.488529 -33.512345, 148.488529 -33.510099, 148.490775 -33.510099, 148.490775 -33.507853, 148.484038 -33.507853, 148.484038 -33.501116, 148.481792 -33.501116, 148.481792 -33.503361, 148.4773 -33.503361)))"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058597-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/y7dnhyj5vv.1
title: Carga mental y habilidades gerenciales postpandemia en enfermeras peruanas

description: La data muestra la relación entre carga mental y habilidades gerenciales percibidas por licenciados de enfermería en tiempos de postpandemia en un hospital peruano
DOI: 10.7266/n7154ff5
title: CTD profile data, Mobile Bay main pass, 2016-04-09
DOI: 10.17632/2gvjrt47ym.1
title: Data: Medical treatment loans and their effects on health care utilization and out-of-pocket expenditure: Evidence from an experiment in northern Bangladesh

description: We modified a health credit scheme to lower its transaction cost and improve its access. Using a cluster-randomised controlled trial, we piloted the modified and standard version of the scheme in 24 branches of a microcredit program in northern Bangladesh. We compared the loan disbursement records of the treatment and control branches before and after launching the modified scheme. Using a propensity score matching technique, we matched the users of the two schemes based on their disease profiles. Then, we compared the utilisation of formal healthcare and out-of-pocket health expenditure among the users (matched and unmatched) of the two schemes. We find the modified scheme increasing access to health credit. Moreover, contingent on health shocks, higher access to credit leads to higher formal healthcare visits and greater out-of-pocket health expenditure.

We provide the loan disbursement records of the 24 branches (i.e., branch_loan_uptake.dta), and the survey data of the matched (i.e., matched_incidents.dta) and unmatched health events (i.e., unmatched_incidents.dta) which were financed using the two health credit schemes. We also provide the code (i.e., data_analysis_mtl.do) we used to get the results. All the files are in Stata format; however, they can be read in other statistical softwares by converting them into appropriate formats. All the variables and values of categorical variables are labelled.
DOI: 10.17632/k5gfz6pyfy.1
title: Expression data from major metabolic organs of C57BL/6J mice and MIN6 cells maintained on normal or stressed conditions

description: We studied the novel mechanism of ER quality control, ER homeostasis maintenance and functional plasticity in pancreatic β-cells to increase systemic glucose homeostasis against progression of type 2 diabetes. In RNA-Seq dataset, we provided islets' RNA-Seq for C57BL/6J wildtype mice on 2-month high-fat diet and on normal chow; we also provided 8 different metabolic tissues' RNA-Seq for C57BL/6J wildtype mice on normal chow; RNA were collected from shAp2s1 MIN6 cells and shScrb control cells on normal culturing condition. In proteomics dataset, we provided proteome analysis on MIN6 cells and supernatant on normal and stressed culturing conditions. Original computational code for image processing were deposited in this dataset. All the algorithms were implemented with OpenCV and Numpy library in Python.
DOI: 10.17632/nzpwpfvbr4.1
title: Revision and Validation of the Driver Psychological Resilience Scale(DPRS)

description: The present study aimed to revise the Connor-Davidson Resilience Scale (CD-RISC) to suit Chinese drivers and to examine its reliability and validity. 996 drivers aged from18 and 59 years old were asked to complete the Driver Psychological Resilience Scale (DPRS), the Impact of Event Scale-Revised (IES-R), and the Driving Anger Scale (DAS). Confirmatory factor analysis (CFA) was used (n=996) to examine the factor structure of the scale, and its validity was explored through correlations with event impact and driving anger. The CFA results indicated that the Chinese version of the Psychological Resilience Scale had good fit indices. Demographic statistics showed that professional drivers scored significantly higher than non-professional drivers in the factors of acceptance of change, belief, and sense of control. Furthermore, the impact of event scale fully mediated the relationship between driver psychological resilience and driving anger. Finally, regression analysis results further demonstrated that psychological resilience level can predict and explain negative emotional states (intrusiveness, hyperarousal, avoidance) in drivers following traffic accidents. The findings supported the analysis of the mechanisms of psychological resilience in Chinese drivers and emphasized the importance of resilience for traffic safety.
DOI: 10.17632/ywb36s3cyc.1
title: Emergence and Increased Epidemic Potential of Dengue Variants with the NS5V357E Mutation after Consecutive Years of Transmission

description: draft
DOI: 10.17632/ywb36s3cyc.2
title: Emergence and Increased Epidemic Potential of Dengue Variants with the NS5V357E Mutation after Consecutive Years of Transmission

description: We discover the molecular events involved in overwintering and increased disease severity between consecutive dengue virus serotype 2 outbreaks from 2001 to 2003 in Taiwan. The virus evolved from the early-epidemic strain (Ia) to the late-epidemic strains (Ib and II), featuring three amino acid differences. The data for plaque and foci morphology in Figures 1 and 2, is provided.
DOI: 10.17632/j6z527gt5b.1
title: CompressiveStrengthandPermeabilityofPerviousConcrete

description: This is the raw data of the results obtained from compressive strength and permeability tests conducted on pervious concrete specimens. The pervious concrete specimens were prepared by mixing sand, 43-grade OPC cement, and coarse aggregates, which come in two size ranges: 20mm to 13mm and 13mm to 3.75mm. The variations of pervious concrete are: 1)Natural Aggregates used in conventional concrete replaced by Recycled Concrete Aggregate(RCA) at the proportions of 0%, 33.33%, 66.67% and 100%. 2) Cement in conventional concrete replaced by Brick dust at proportions of 0%, 8% and 16%. These variations were introduced to study the impact of these material substitutions on the properties of pervious concrete.
DOI: 10.17632/j6z527gt5b.2
title: CompressiveStrengthandPermeabilityofPerviousConcrete

description: This is the raw data of the results obtained from compressive strength and permeability tests conducted on pervious concrete specimens. The pervious concrete specimens were prepared by mixing sand, 43-grade OPC cement, and coarse aggregates, which come in two size ranges: 20mm to 13mm and 13mm to 3.75mm. The variations of pervious concrete are: 
1)Natural Aggregates used in conventional concrete replaced by Recycled Concrete Aggregate(RCA) at the proportions of 0%, 33.33%, 66.67% and 100%.
2) Cement in conventional concrete replaced by Brick dust at proportions of 0%, 8% and 16%.

These variations were introduced to study the impact of these material substitutions on the properties of pervious concrete.
DOI: 10.5281/zenodo.13285690
title: HIV-1 control in vivo is related to the number but not the fraction of infected cells with viral unspliced RNA

description: In the absence of antiretroviral therapy (ART), a subset of individuals, termed HIV controllers, have levels of plasma viremia that are orders of magnitude lower than non-controllers who are at higher risk for HIV disease progression. In addition to having fewer infected cells resulting in fewer cells with HIV RNA, it is possible that lower levels of plasma viremia in controllers is due to a lower fraction of the infected cells having HIV-1 unspliced RNA (HIV usRNA) compared with non-controllers. To directly test this possibility, we used sensitive and quantitative single cell sequencing methods to compare the fraction of infected cells that contain one or more copies of HIV usRNA in peripheral blood mononuclear cells (PBMC) obtained from controllers and non-controllers. The fraction of infected cells containing HIV usRNA did not differ between the two groups. Rather, the levels of viremia were strongly associated with the total number of infected cells that had HIV usRNA, as reported by others, with controllers having 34-fold fewer infected cells per million PBMC. These results reveal for the first time that viremic control is not associated with a lower fraction of proviruses expressing HIV usRNA, unlike what is reported for elite controllers, but is only related to having fewer infected cells overall, maybe reflecting greater immune clearance of infected cells. Our findings show that proviral silencing is not a key mechanism for viremic control and will help to refine strategies towards achieving HIV remission without ART.
description: Sequence data that will be available at GenBank is provided here as well as the associated accessions below:

All sequence data are available on GenBank at accession numbers with all relavent metadata (OR434328, OR377620–OR377707; OR434329–OR434330, OR377709–OR377752; OR434331, OR377753–OR377765; OR434332, OR377766–OR377906; OR434333, OR377907–OR377975; OR434334, OR377976–OR378146; OR378147–OR378153; OR378154–OR378264; OR377416–OR377418, OR377515–OR377619; OR376104–OR376233; OR375584–OR375770; OR376488–OR376754; OR374875–OR374917, OR375169–OR375326; OR377076–OR377342; and OR374399–OR374638).
DOI: 10.5281/zenodo.13285689
title: HIV-1 control in vivo is related to the number but not the fraction of infected cells with viral unspliced RNA

description: In the absence of antiretroviral therapy (ART), a subset of individuals, termed HIV controllers, have levels of plasma viremia that are orders of magnitude lower than non-controllers who are at higher risk for HIV disease progression. In addition to having fewer infected cells resulting in fewer cells with HIV RNA, it is possible that lower levels of plasma viremia in controllers is due to a lower fraction of the infected cells having HIV-1 unspliced RNA (HIV usRNA) compared with non-controllers. To directly test this possibility, we used sensitive and quantitative single cell sequencing methods to compare the fraction of infected cells that contain one or more copies of HIV usRNA in peripheral blood mononuclear cells (PBMC) obtained from controllers and non-controllers. The fraction of infected cells containing HIV usRNA did not differ between the two groups. Rather, the levels of viremia were strongly associated with the total number of infected cells that had HIV usRNA, as reported by others, with controllers having 34-fold fewer infected cells per million PBMC. These results reveal for the first time that viremic control is not associated with a lower fraction of proviruses expressing HIV usRNA, unlike what is reported for elite controllers, but is only related to having fewer infected cells overall, maybe reflecting greater immune clearance of infected cells. Our findings show that proviral silencing is not a key mechanism for viremic control and will help to refine strategies towards achieving HIV remission without ART.
description: Sequence data that will be available at GenBank is provided here as well as the associated accessions below:

All sequence data are available on GenBank at accession numbers with all relavent metadata (OR434328, OR377620–OR377707; OR434329–OR434330, OR377709–OR377752; OR434331, OR377753–OR377765; OR434332, OR377766–OR377906; OR434333, OR377907–OR377975; OR434334, OR377976–OR378146; OR378147–OR378153; OR378154–OR378264; OR377416–OR377418, OR377515–OR377619; OR376104–OR376233; OR375584–OR375770; OR376488–OR376754; OR374875–OR374917, OR375169–OR375326; OR377076–OR377342; and OR374399–OR374638).
DOI: 10.17632/76jcfxvvmt.1
title: MR Petrara et al. "HIV reservoir and premature aging: risk factors for aging-associated illness in adolescents and young adults with perinatally acquired HIV."

description: Raw data of immunological, biological and denervation biomarkers in cohorts of adolescents and young adults with perinatally acquired HIV.