cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/9c3dth6cwp.2
title: Relational and interactional dynamic network data from Czech lower-secondary school students

description: This dataset contains data on friendships and group work interactions among a convenience sample of 276 Czech Grade 6 students from twelve classrooms, supported by student-level demographic, literacy, motivation, and classroom communication data. Gathered longitudinally at the beginning and end of the 2021/2022 school year, the data provide a relational insight into the nature and evolution of early adolescents' friendships. Moreover, the data provide a unique relational and temporal insight into the verbal interaction of students during classroom group work. This dataset constitutes a valuable resource for educational researchers interested in studying classroom group work as well as for social network scientists studying dynamic social networks.

A Data in Brief article providing detailed information on how the data were collected, what the content of the files is, and how the data might be re-used has been submitted.
DOI: 10.17632/dwhtwh4dj7.1
title: Thermal proteome profiling of childhood ALL cell lines for proteoform detection

description: The complexity of the functional proteome extends significantly beyond the protein coding genome resulting in millions of proteoforms. Investigation of proteoforms and their functional roles is important to understand cellular physiology and its deregulation in diseases, but challenging to perform systematically. Here, we apply thermal proteome profiling with deep peptide coverage to detect functional proteoforms in acute lymphoblastic leukemia cell lines with different cytogenetic aberrations. We detect 15,846 proteoforms, capturing differently spliced, post-translationally modified, and cleaved proteins expressed from 9,290 genes. We identify differential coaggregation of proteoform pairs and establish links to disease biology and drug sensitivity specific biomarkers. This approach provides a powerful and unique tool for systematic detection and functional annotation of proteoform groups.
DOI: 10.17632/dwhtwh4dj7.2
title: Thermal proteome profiling of childhood ALL cell lines for proteoform detection

description: The complexity of the functional proteome extends significantly beyond the protein coding genome resulting in millions of proteoforms. Investigation of proteoforms and their functional roles is important to understand cellular physiology and its deregulation in diseases, but challenging to perform systematically. Here, we apply thermal proteome profiling with deep peptide coverage to detect functional proteoforms in acute lymphoblastic leukemia cell lines with different cytogenetic aberrations. We detect 15,846 proteoforms, capturing differently spliced, post-translationally modified, and cleaved proteins expressed from 9,290 genes. We identify differential coaggregation of proteoform pairs and establish links to disease biology and drug sensitivity specific biomarkers. This approach provides a powerful and unique tool for systematic detection and functional annotation of proteoform groups.
DOI: 10.17632/9nnf4vmg8p.1
title: Raw Dataset from Tensile Tests of 3D-Printed Nylon Reinforced with Short Carbon Fibers

description: Dataset acquired from tensile tests on 3D-printed specimens. The dataset contains raw testing machine data, images of the specimens for digital image correlation, and scanning electron microscope images of undeformed areas and images of the fracture as well.
DOI: 10.17632/mnb2g87h6v.1
title: Data from "Growth capacity of an invasive cyanobacterium (Microcystis aeruginosa) on organic substrates in surface waters of permafrost peatlands"

description: This data set is related to a batch incubation of Microcystis aeruginosa on various aqueous organic substrates from permafrost peatlands. This experiment was set up to study this invasive cyanobacteria's potential growth on typical permafrost peatlands surface waters.
DOI: 10.17632/tck7k5257y.2
title: Mixed mode fracture resistance data set from DCB-UBM experiments

description: The present repository contains an extensive data set of mixed-mode fracture resistance curves extracted from a series of 45 double cantilever beams under uneven bending moment experiments. The data will be further explained in a Data in Brief paper which has been sent for review. The title of the submitted article is "Dataset of mixed-mode R-curves from DCB-UBM fracture tests of a UD glass/epoxy composite" and it is submitted as an accompanying article to the already published work:

Erives, R., Sørensen, B. F., & Goutianos, S. (2022). Extraction of mix-mode cohesive laws of a unidirectional composite undergoing delamination with large-scale fibre bridging. Composites Part A: Applied Science and Manufacturing, 107346. https://doi.org/10.1016/J.COMPOSITESA.2022.107346
DOI: 10.17632/mnb2g87h6v.2
title: Data from "Growth capacity of an invasive cyanobacterium (Microcystis aeruginosa) on organic substrates in surface waters of permafrost peatlands"

description: This data set is related to a batch incubation of Microcystis aeruginosa on various aqueous organic substrates from permafrost peatlands. This experiment was set up to study this invasive cyanobacteria's potential growth on typical permafrost peatlands surface waters.
DOI: 10.17632/jzd7383z6d.1
title: Compression Algorithm-Beehive Data Set

description: This data set was used to compare the compression rate values of Bzip 2 algorithm and our proposed algorithm
DOI: 10.17632/grtwryxfbd.1
title: DATASET - Prevalence of musculoskeletal disorders among dental students A systematic review and meta-analysis

description: The aim of this study was to determine the prevalence of work-related musculoskeletal disorders (WRMSD) in dental students and associated factors. We hypothesized that we would find high global prevalence rates, especially affecting the neck, low back, and shoulder regions.
DOI: 10.17632/grtwryxfbd.2
title: DATASET - Prevalence of musculoskeletal disorders among dental students A systematic review and meta-analysis

description: The aim of this study was to determine the prevalence of work-related musculoskeletal disorders (WRMSD) in dental students and associated factors. We hypothesized that we would find high global prevalence rates, especially affecting the neck, low back, and shoulder regions.
DOI: 10.17632/kfwyc9345s.1
title: LDHU3_06.0840

description: Protein of unknown function - conserved; Leishmania donovani (HU3 strain)
DOI: 10.17632/k2wbdpggxk.1
title: LDHU3_06.0770

description: Protein kinase; Leishmania donovani (HU3 strain)
DOI: 10.17632/78sbdmdbv6.1
title: Dissolution behavior of Li, Ga, and Sc in roasted high-sulfur bauxite during the Bayer process

description: This data is about the effect of roasting desulfurization process on the leaching behavior of alumina, lithium, gallium, and scandium. the different characteristics methods such as XRD, FTIR, TGA, and SEM of raw bauxite and roasted are uploaded, also the gravimetric methods for total sulfur determination data and finally the leaching behavior alumina, lithium, gallium and scandium under various conditions of roasting process and leaching are also uploaded. the results show data the roasting process can significantly improve the leaching efficiency of valuable elements.
DOI: 10.17632/7mrs73wcmk.1
title: LDHU3_06.0760

description: Hypothetical protein - conserved; Leishmania donovani (HU3 strain)
DOI: 10.17632/d7ytyvvzk5.1
title: LDHU3_06.0660

description: Protein of unknown function - conserved; Leishmania donovani (HU3 strain)
DOI: 10.17632/rv3mcpny8j.1
title: Work-Life-Balance (Pilot data)

description: The data was collected through Work-Life Balance questionnaires. The data is divided into work-life balance (WLB), work enhancement personal life (WEPL) and work interference personal life (WIPL). Closed questions were used in this questionnaire. For WLB and WEPL, a 7-point Likert scale is utilised, where 1 = strongly disagree, 2 = disagree, 3 = somewhat disagree, 4 = neither agree nor disagree, 5 = somewhat agree, 6 = agree and 7 = strongly agree. For WIPL, a 7-point Likert scale is utilised, where 1 = strongly agree, 2 = agree, 3 = somewhat agree, 4 = neither agree nor disagree, 5 = somewhat disagree, 6 = agree and 7 = strongly disagree. The data can be used to generate the score for WLB, WEPL and WIPL by types of clusters - occupation groups and working units to monitor the output level and craft for work life balance intervention program.
DOI: 10.17632/wsys22rgmb.1
title: LINF_280020500

description: AAA+ ATPase; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.gv8jwm
title: Occurrence Download

description: A dataset containing 39706 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crucianella L."
 ]
}

 The dataset includes 39706 records from 497 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004301-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/z43dxz347z.1
title: LINF_280019500

description: Haloacid dehalogenase-like hydrolase; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.4c8jbx
title: Occurrence Download

description: A dataset containing 2510 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Kenya Wildlife Service, Laikipia Samburu Aerial Census, 2012"
 ]
}

 The dataset includes 2510 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004302-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/z8p4vkk6c9.2
title: Catastrophic expenditure and impoverishment after caesarean section in Sierra Leone

description: Women who delivered by caesarean section in nine hospitals were followed up with home visits one month after surgery, and data on medical and non-medical expenditures were collected. Individual income was estimated based on household characteristics and used to determine catastrophic expenditure and impoverishment for each patient. The impact of the Free Health Care Initiative (FHCI) was assessed by comparing actual expenditure with counterfactual expenditures had the initiative not existed.
DOI: 10.17632/k8t967gjbj.1
title: Intra and interspecific variation in thermal performance and critical limits in anurans from Southern Chile

description: R scripts for analyses and data set to reproduce figures, tables and results from the manuscript.
DOI: 10.17632/8bhrzyvj98.1
title: LINF_280024900

description: DUF4586 domain-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/z3ttd47tnf.1
title: LINF_280023300

description: protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/pmp46m3g4n.1
title: LINF_280024000

description: GTPase activating protein for Arf; Leishmania infantum (strain JPCM5)
DOI: 10.17632/j9tg9chrrm.1
title: LINF_280022200

description: Acyl-CoA-binding domain-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/9ywry63bff.1
title: LINF_280021500

description: protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/7s4frszjmz.2
title: Daily bias-corrected weather data and daily simulated growth data of maize, millet, sorghum, and wheat in the changing climate of sub-Saharan Africa

description: The dataset described includes second bias corrected daily weather data using ground-based weather data and simulated crop growth data under potential and water-limited potential conditions for 109 sites across ten countries in SSA including Burkina Faso, Ghana, Mali, Niger, Nigeria, Ethiopia, Kenya, Tanzania, Uganda, and Zambia. Whereas the weather data covers all sites, the simulated growth data for the four crops (maize, millet, sorghum, wheat) covers subsets of the sites depending on the geographic distribution of cultivation areas for the given crop. The stations can represent 65% of the harvested area for maize, 90% for millet, 83% for sorghum, and 59% for wheat the four crops together can represent 72% of the total harvested area in those countries. The data covers three time periods: historical (1995-2014), 2030 (2020-2039), and 2050 (2040-2059).
DOI: 10.17632/jmhgr53n6w.1
title: Supplementary Data - Impact of varying levels of pasture allowance on the nutritional quality and functionality of milk throughout lactation

description: This research investigates the impact of increasing pasture allowance on the composition, nutritional quality and techno-functional attributes of milk from seasonal calving systems. This is the supplementary data associated with the research paper "Impact of varying levels of pasture allowance on the nutritional quality and functionality of milk throughout lactation"
DOI: 10.17632/8nk3scf9bj.1
title: Supplemental materials: Modeling the relationship between heat stress, feed intake and day relative to calving in non-lactating dairy cows

description: Supplemental materials of the manuscript "Modeling the relationship between heat stress, feed intake and day relative to calving in non-lactating dairy cows".
DOI: 10.6084/m9.figshare.28239233
title: Assessing Maintainability in JabRef Using the Goal-Question-Metric Framework (Tables)

description: Detailed tables and their data
DOI: 10.17632/fgz6j9fcpg.1
title: Geochemical and mineralogical evolution of cerium during chemical weathering

description: This data contains in situ electron probe micro analyses (EPMA) and selective extraction.
DOI: 10.17632/c95hp3m4mz.2
title: A Row Generation Algorithm for Finding Optimal Burning Sequences of Large Graphs - Complementary Data

description: This dataset contains complementary data to the paper "A Row Generation Algorithm for Finding Optimal Burning Sequences of Large Graphs" [1], which proposes an exact algorithm for the Graph Burning Problem, an NP-hard optimization problem that models a form of contagion diffusion on social networks.

Concerning the computational experiments discussed in that paper, we make available:

- Four sets of instances;
- The optimal (or best known) solutions obtained;
- The source code;
- An Appendix with additional details about the results.

The "delta" input sets include graphs that are real-world networks [1,2], while the "grid" input set contains graphs that are square grids.

The directories "delta_10K_instances", "delta_100K_instances", "delta_4M_instances" and "grid_instances" contain files that describe the sets of instances. The first two lines of each file contain:




where and are the number of vertices and edges in the graph. Each of the next lines contains:

 

where and identify a pair of vertices that determines an undirected edge.

The directories "delta_10K_solutions", "delta_100K_solutions", "delta_4M_solutions" and "grid_solutions" contain files that describe the optimal (or best known) solutions for the corresponding sets of instances.

The first line of each file contains:



where is the number of vertices in the burning sequence. Each of the next lines contains:



where identifies a fire source. The fire sources are listed in the same order that they appear in a burning sequence of length .

The directory "source_code" contains the implementations of the exact algorithm proposed in the paper [1], namely, PRYM.

Lastly, the file "appendix.pdf" presents additional details on the results reported in the paper.

This work was supported by grants from Santander Bank, Brazil, Brazilian National Council for Scientific and Technological Development (CNPq), Brazil, São Paulo Research Foundation (FAPESP), Brazil and Fund for Support to Teaching, Research and Outreach Activities (FAEPEX).

Caveat: the opinions, hypotheses and conclusions or recommendations expressed in this material are the sole responsibility of the authors and do not necessarily reflect the views of Santander, CNPq, FAPESP or FAEPEX.


References

[1] F. C. Pereira, P. J. de Rezende, T. Yunes and L. F. B. Morato. A Row Generation Algorithm for Finding Optimal Burning Sequences of Large Graphs. Submitted. 2024.

[2] Jure Leskovec and Andrej Krevl. SNAP Datasets: Stanford Large Network Dataset Collection. 2024. https://snap.stanford.edu/data

[3] Ryan A. Rossi and Nesreen K. Ahmed. The Network Data Repository with Interactive Graph Analytics and Visualization. In: AAAI, 2022. https://networkrepository.com
DOI: 10.17632/hwj6bfb899.1
title: PISA 2018 - Sample of Spanish student data

description: Dataset for manuscript "A comprehensive framework for explainable cluster analysis".

This dataset contains student data collected for the OECD’s Programme for International Student Assessment (PISA). Specifically, we use a sample of 5,000 students randomly selected from the 35,943 Spanish students who took the PISA 2018 survey [1]. A total of 80 variables are selected.

The dataset contains two files:
- A CSV file containing the student data to which an additional column, `stu_original_order` has been added as unique identifier.
- An Excel file containing a description of all variables.


References
[1] OECD, PISA 2018 Technical Report, 2020. URL https://www.oecd.org/pisa/data/pisa2018technicalreport/
DOI: 10.17632/6wy2x7m4pp.1
title: LINF_280025850

description: Zinc transporter 3 | ZIP3B; Leishmania infantum (strain JPCM5)
DOI: 10.17632/7xgr36j9k5.1
title: Data for: Population dynamics of the Lyme disease bacterium, Borrelia burgdorferi, during rapid range expansion in New York State

description: Raw ospC typing data and R code used for data analyses and figure generation for the manuscript "Population dynamics of the Lyme disease bacterium, Borrelia burgdorferi, during rapid range expansion in New York State" submitted to Molecular Ecology. 
Data shows the number of ticks from which ospC was successfully amplified and the number of ticks that were positive for each ospC genotype in each of the 79 site-years included in the study.
R code shows the script used for analyses and figure generation in the R environment.
DOI: 10.17632/76d8kshm7m.1
title: LINF_280025760

description: Zinc transporter 3 | ZIP3A; Leishmania infantum (strain JPCM5)
DOI: 10.17632/9vcrwz27pb.2
title: Dissolved and Particulate Calcium Concentration in the Southern Ocean

description: Introduction: This study aims to elucidate the role of dissolved calcium (Ca) and potential alkalinity (PA) as tracers for calcium carbonate (CaCO3) cycling in the Southern Ocean. Understanding the dynamics of these key chemical components contributes to a broader comprehension of oceanic carbon cycling and its potential implications for marine ecosystems.

Sampling Sites: Samples were collected in the Australian sector of the Southern Ocean during R/V Investigator voyage IN2020_V08, conducted between 4 December 2020 and 15 January 2021. Samples were collected at three primary sites: the Southern Ocean Time Series (SOTS) site (47°S, 141°E), and two southern sites (SS1 and SS2) located within a polar bloom at approximately 55°S, 138°E, and 58°S, 141°E, respectively. 

Sampling Methodology: Samples were collected using CTD rosettes at various depths to capture vertical profiles of Ca and total alkalinity (TA). The choice of depth range is crucial for understanding the vertical distribution of these tracers. Particulate Ca (pCa) samples were obtained using McLane pumps, focusing on subsurface waters to estimate the standing stock of calcifying species.

Data Analysis: Both dissolved and particulate Ca samples were diluted in 2% HNO3 and measured on the ICP-OES for Ca concentrations. The results were normalised to a salinity of 35. Uncertainty in Ca measurements was assessed based on the average one standard deviation of triplicate measurements across the dataset. Nutrient concentrations were measured on board and details can be found in the report at https://www.cmar.csiro.au/data/reporting/get_file.cfm?eov_pub_id=1553. Total alkalinity (TA) was measured at CSIRO, Hobart using a potentiometric titration method following established protocols (Dickson et al., 2007). 

PA calculation: 
PA calculation involves correcting measured TA concentrations for the presence of nitrate (NO3-), nitrite (NO2-), phosphate (PO4(3-)), sulphate (SO4(2-)) and ammonium (NH4+) and normalised for a salinity of 35. The concentration of sulphate is assumed to be 20% of the nitrate contribution.

PA=(TA+NO3-+NO2-+PO4(3-)+SO4(2-)-NH4+)∙35/S
DOI: 10.17632/nn8wfsmrz9.1
title: LINF_280025730

description: Zinc transporter 3 | ZIP3A; Leishmania infantum (strain JPCM5)
DOI: 10.17632/j8xwc5f34y.1
title: LINF_280028300

description: Methyltransferase domain containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/nb7yvhjvzk.1
title: Austin_Survey_for_MDCOR_Analyses

description: The city of Austin has administered a community survey for the 2015, 2016, 2017, 2018 and 2019 years (https://data.austintexas.gov/City-Government/Community-Survey/s2py-ceb7), to “assess satisfaction with the delivery of the major City Services and to help determine priorities for the community as part of the City’s ongoing planning process.” To directly access this dataset from the city of Austin’s website, you can follow this link https://cutt.ly/VNqq5Kd. Although we downloaded the dataset analyzed in this study from the former link, given that the city of Austin is interested in continuing administering this survey, there is a chance that the data we used for this analysis and the data hosted in the city of Austin’s website may differ in the following years. Accordingly, to ensure the replication of our findings, we recommend researchers to download and analyze the dataset we employed in our analyses, which can be accessed at the following link https://github.com/democratizing-data-science/MDCOR/blob/main/Community_Survey.csv.
Replication Features or Variables
The community survey data has 10,684 rows and 251 columns. Of these columns, our analyses will rely on the following three indicators that are taken verbatim from the survey: 
“ID”, 
“Q25 - If there was one thing you could share with the Mayor regarding the City of Austin (any comment, suggestion, etc.), what would it be?", and 
“Do you own or rent your home?”
DOI: 10.17632/g5x85k95kp.1
title: LINF_280027700

description: Phosphatidylinositol (PI) phosphodiesterase; Leishmania infantum (strain JPCM5)
DOI: 10.17632/m4ctmxy37h.1
title: Data from two experiments investigating the impact of handedness and effector strength on a compatibility effect between physical stimulus size and left/right responses

description: Humans respond more quickly with the left hand to a small stimulus, and with the right hand to a large stimulus, as compared to the reverse mapping (SSARC effect). We investigated the hypothesis that strength differences between the hands contribute to the origin of this effect. Therefore, 80 left-handers and 80 right-handers participated in two experiments. In Experiment 1, participants performed a manual choice-response task where we manipulated the mapping between physical stimulus size and response hand. In addition, we measured the strengths of participants’ left and right effectors (i.e., finger, hand, arm). In Experiment 2, we measured the SSARC effect in vocal responses in the same sample. There were four main results. First, participants’ dominant effectors were stronger than their non-dominant effectors. Second, the SSARC effect occurred in manual and vocal responses with similar size. Third, in both modalities, the SSARC effect was larger in right-handers than in left-handers. Finally, strength differences between effectors (fingers, hands) correlated with the size of the SSARC effect. In sum, results support the hypothesis that functional differences between the hands contribute to the origin of the SSARC effect. In addition, the results suggest that multiple size-space assocations may exist in parallel, or that space-size associations have generalized across motor systems, and formed a modality-independent association.