cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/c8fgz59mn2.1
title: LINF_270006200

description: WW domain/Zinc finger C-x8-C-x5-C-x3-H type | ZFP3
Leishmania infantum (strain JPCM5)
DOI: 10.17632/2jvgmbrjgm.1
title: Forensic Genetic Genealogy Project v. 2021

description: This research attempts to collect all publicly available information concerning cases that were successfully cleared through FGG, going back as far as possible in time and ending on December 31, 2021. Cases were selected for inclusion in the sample through internet searches, discussion boards related to genetic genealogy, missing persons, and cold cases, as well as press releases and blog posts from private companies and non-profit organizations known to perform FGG, publications devoted to advances in forensic science, and published court records. Attempts were made to confirm each piece of data collected through three separate sources, whenever this was possible. 

Cases were chosen for inclusion in the sample only if a public authority had confirmed that FGG was used to clear the investigation, and the investigation met the following definition of FGG:

1. Investigative Body: The investigation was led by a public, and not a private, authority, such as a law enforcement agency or a coroner/medical examiner’s office. 

2. Investigative Techniques: The investigation must use the techniques of genomics, computer database technologies, and traditional genealogy. Cases were included when family lineages were drawn out to at least three or more generations. The sample includes investigations that use Y-chromosome STR profiles and/or mitochondrial DNA profiles to trace the paternal and maternal lineages of persons of interest. Cases solved through familial searching of law enforcement databases were excluded from the sample, as this technique raises separate legal and ethical issues. 

3. Investigative Purpose: The investigation must be for a forensic purpose, meaning that the evidence thus produced is relevant to an ongoing legal dispute. Most cases considered here are for the identification of perpetrators of criminal offences or the identification of decedents but can also include the identification of living does. Not included in this data are cases that are of purely historical interest, or the identification of unknown soldiers by military authorities. The term ‘forensic genetic genealogy’ has been chosen for this project in preference to the broader, and more generic term ‘investigative genetic genealogy’, which has also been used, to highlight the fact that these investigations are directed towards an ongoing legal dispute before the public legal system.  

4. Causation: This database only includes cases that have been successfully cleared using FGG. The resolution of any investigation – particularly very large and lengthy investigations as were many of the cases described in this data – has many causes. To be included here, the FGG investigation must have played a significant causal role in the resolution of the case.
DOI: 10.17632/x379nr6dvr.1
title: Effect of Cr and Mn content on magnetic and mechanical  properties of Fe-Ni-based alloys

description: Raw data about this article
DOI: 10.17632/xv6x8wmwvk.1
title: Interação entre Pesquisadores e Geração de Conhecimento Científico em PPGAs

description: This research investigated the role of the relations among permanent professors (DPs) of the Brazilian PPGAs in the development of knowledge in the Administration area, followed by an analysis of the PPGAs ratings in the 2013-2016 quadrennial, which were evaluated by the Coordination for the Improvement of Higher Education Personnel (Capes). On the relational dimension of social capital, which consists of the strength of relationships - how well an individual knows his exchange partners so much is able to access and leverage resources incorporated in relationships. In order to conduct the research, a social network analysis methodology was adopted based on the extraction of secondary data from Sucupira and Lattes CNPQ platforms.
DOI: 10.17632/67yzy5x3fb.1
title: Survey Data on Noise Pollution Levels and Influential Factors

description:  Over the last decade, the amount and type of activity has skyrocketed mainly as a result of global population rise. Human activities which constitute noise e.g., traffic noise, commercial noise, residential noise, and religious noise had all presented the world noisier than before. Noise is the unpleasant pressure variation in sound level that human ear can sense over a period of time. 
Noise survey of most city in Nigeria has been documented, whereby the selected location in this research work has not being documented. This research work gave a noise data survey which were collected for three weeks across 21 selected locations in Omu-Aran township , Irepodun-Ifelodun local government of Kwara State, Nigeria. Also the survey includes data of some influential  factors that determine the  noise pollution e.g., population, noise source,temperature, humidity, wind direction etc...
DOI: 10.17632/g9b8k73vzx.2
title: NGS analyses of miRNA cargo in extracellular vesicles from melanoma cell lines and normal melanocytes  as well as the endogenous miRNA expression of these cells 

description: Primary normal human epidermal melanocytes (NHEM) from three different donors and three melanoma cell lines (WM35, WM9 and WM902B) were briefly cultured (48 h). EVs were isolated from the conditioned medium (CM) by different centrifugation steps, in-cluding ultracentrifugation. To investigate the miRNA cargo in EVs and the miRNA expression in the corre-sponding cells, total RNA was isolated. 10-50 ng of total RNA was used in the small RNA protocol with the NEXTflex Small RNA-seq Kit v3 (Bioo Scientific) according to the instructions of the manufacturer. A pool of libraries was used for sequencing at a concentration of 10 nM. Sequencing of 1x75 bp was performed with an Illumina NextSeq 550 sequencer at the sequencing core facility of the IZKF Leipzig (Faculty of Medicine, University Leipzig) according to the instructions of the manufacturer. Demultiplexing of raw reads, adapter trimming and quality filtering was done, using the adapter sequences of the NEXTflex kit containing random bases next to the library insert. Mapping against the human reference genome (hg38) and miRbase reference sequences (v22) was done using Bowtie2 . Read counts were calculated with the R bioconductor package Rsamtools (http://bioconductor.org/packages/release/bioc/html/Rsamtools.html) and normalised us-ing the DESeq2 and EdgeR R bioconductor packages. 
wc: whole cells; exo: extracellular vesicles
DOI: 10.17632/w42hmpwvby.2
title: Two way ANOVA statistic and pvalue of 11 datasets

description: Table A.1 to A.11 has shown the Two way ANOVA statistic and pvalue of 11 datasets for ten patterns.
DOI: 10.17632/t3msbvj89t.2
title: TWO-WAY ANOVA DATA FOR TEN PATTERN AMONG 11 DATASETS

description: Two way ANOVA hypothesis reject TRUE/FALSE among 11 datasets related to ten patterns respectively
DOI: 10.17632/3784hv5vkv.1
title: Danish/Norwegian conversational data

description: Appendix for the paper "Language specific constraints on conversation: Evidence from Danish and Norwegian". Coding schemes, scripts and data are provided below.
DOI: 10.17632/ywpyf4sf2g.1
title: Macaques’ distribution changes from the Pleistocene in East Asia and perspectives in conservation

description: This project includes the datasets of geographic distributions of the fossil macaques found in the Pleistocene, and extant taxa (1970 - 2000), collected from a broad literature review of academic journals, government annals, archives, magazines, and books in Chinese
DOI: 10.17632/hsh8wp77gx.1
title: Data supporting: Sample volume effects in Optical Overhauser Dynamic Nuclear Polarization

description: Experimental and numerical simulated magnetic resonance data related to manuscript: D.J. Cheney and C.J. Wedge, Sample volume effects in Optical Overhauser Dynamic Nuclear Polarization, Journal of Magnetic Resonance 337 (2022) 107170. All data is provided in csv format, see plain text README file for details.
DOI: 10.17632/xwczyyzzzd.1
title: We are not on the right track: Magnitude and factors associated with chronic malnutrition among children aged 6-59 months in South Omo Zone, Ethiopia: Community based cross-sectional study

description: dataset we used during analysis of study entitled "We are not on the right track: Magnitude and factors associated with chronic malnutrition among children aged 6-59 months in South Omo Zone, Ethiopia: Community based cross-sectional study"
DOI: 10.17632/kc62ysvnvd.1
title: LINF_270006900

description: protein of unknown function - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/6rpk7djkzn.1
title: 2022_VFA_SPLS

description: Raw data of our study on visceral fat analysis.
All the values are continuous variables, except medical comorbidities and the occurence of incisional hernia which were coded categorically.
DOI: 10.17632/5mb3j5953f.3
title: Development Aid Contracts Database: World Bank, Inter-American Development Bank, and EuropeAid

description: The Development Aid Contracts Database presents government contracts funded by the World Bank, Inter-American Development Bank and EuropeAid, principally from the years 2000-2017. The contract-level data were directly collected from the official contract publication sites of these organisations using webscraping methods. While the source publication formats are diverse both over time and across publishers, we standardized and harmonized the datasets so that they can be analysed jointly. The datasets contain key information on the contracting parties (e.g. buyer and supplier names) the contract’s content (e.g. contract value and product description) and details of the contracting process (e.g. contract award date or the procedure followed). In addition, it also contains information on the development aid projects of the contracts (e.g. project title and value). The data has wide reuse potential for researchers looking for detailed micro-level information on how major development aid spending takes place and what impacts it has. This database underlies the research article “Anti-corruption in aid-funded procurement: Is corruption reduced or merely displaced?” (Dávid-Barrett, Elizabeth, and Mihály Fazekas, 2020) which develops corruption risk indicators using the dataset presented.

An updated version of the source datasets can be found here: http://www.govtransparency.eu/data-update-of-world-bank-iadb-and-europeaid-datasets-on-development-aid-funded-contracts-and-projects-4/
DOI: 10.6084/m9.figshare.19697662
title: EvaluationData.zip

description: This is the whole data used in the evaluation for OBG-gen paper submitted at ISWC2022. <br> <strong>### This is the whole data for setting up the evaluation for the OBG-gen paper submitted to ISWC2022</strong><br> <br> <strong>#### To set up the relational data sources for the real case evaluation (after unarchive)</strong><br> <br> <strong>**Step 1**</strong>: To create the tables of the database.<br> <br> source ./sql/md/md_schema.sql<br> <br> <strong>**Step 2**</strong>: To populate the tables with data.<br> <br> source ./sql/md/md_data_1K.sql<br> source ./sql/md/md_data_2K.sql<br> source ./sql/md/md_data_4K.sql<br> source ./sql/md/md_data_8K.sql<br> source ./sql/md/md_data_16K.sql<br> source ./sql/md/md_data_32K.sql<br> <br> <strong>#### Other data in JSON format and CSV format are available at JSON-data and CSV-data folders.</strong><br> <br> <strong>#### To set up the relational data sources for the evaluation based on LinGBM over university domain data (after unarchive)</strong><br> <br> <strong>**Step 1**</strong>: To create the tables of the database.<br> <br> source ./sql/uni/uni_schema.sql<br> <br> <strong>**Step 2**</strong>: To populate the tables with data for scale factor 4. For scale factor 20, load data based on the first 20 sql scripts (university-0.sql to university-19.sql).<br> <br> source ./sql/uni/100/university-0.sql<br> source ./sql/uni/100/university-1.sql<br> source ./sql/uni/100/university-2.sql<br> source ./sql/uni/100/university-3.sql
DOI: 10.6084/m9.figshare.19697662.v4
title: EvaluationData.zip

description: This is the whole data used in the evaluation for OBG-gen paper submitted at ISWC2022. <br> <strong>### This is the whole data for setting up the evaluation for the OBG-gen paper submitted to ISWC2022</strong><br> <br> <strong>#### To set up the relational data sources for the real case evaluation (after unarchive)</strong><br> <br> <strong>**Step 1**</strong>: To create the tables of the database.<br> <br> source ./sql/md/md_schema.sql<br> <br> <strong>**Step 2**</strong>: To populate the tables with data.<br> <br> source ./sql/md/md_data_1K.sql<br> source ./sql/md/md_data_2K.sql<br> source ./sql/md/md_data_4K.sql<br> source ./sql/md/md_data_8K.sql<br> source ./sql/md/md_data_16K.sql<br> source ./sql/md/md_data_32K.sql<br> <br> <strong>#### Other data in JSON format and CSV format are available at JSON-data and CSV-data folders.</strong><br> <br> <strong>#### To set up the relational data sources for the evaluation based on LinGBM over university domain data (after unarchive)</strong><br> <br> <strong>**Step 1**</strong>: To create the tables of the database.<br> <br> source ./sql/uni/uni_schema.sql<br> <br> <strong>**Step 2**</strong>: To populate the tables with data for scale factor 4. For scale factor 20, load data based on the first 20 sql scripts (university-0.sql to university-19.sql).<br> <br> source ./sql/uni/100/university-0.sql<br> source ./sql/uni/100/university-1.sql<br> source ./sql/uni/100/university-2.sql<br> source ./sql/uni/100/university-3.sql
DOI: 10.6084/m9.figshare.19697662.v3
title: EvaluationData.zip

description: This is the whole data used in the evaluation for OBG-gen paper submitted at ISWC2022.
DOI: 10.17632/m7tbn7vhpf.1
title: Visualizations of rotational curves within a Standardized Gait Cycle

description: This dataset contains graphs and a movie. Both show visualizations of rotational curves in the transversal plane within a Standardized Gait Cycle from Vertebra prominens downwards, ending at the pelvis. They display 201 anonymous healthy people aged 18-70 years walking at 2,3,4, and 5 km/h on a treadmill. They are based on a SPSS (v23) syntax file and a relating graph template that can be found at our datasets as well. Files are numbered subsequently across all speeds and can be linked by number to its non-standardized counterpart in a further dataset.
Positive values show vertebral body rotation to the left, negative values show rotation to the right. Percent of the Standardized Gait Cycle (0-100%) is displayed on the abscissa, always starting with Initial Contact of the right foot. Within a Standardized Gait Cycle the duration of the stance phase right is expected to be 60% (Perry, 1992).
As can be seen in the graphs, interpolating spline functions work for average walking speed measurements leading to a more precise determination of relevant and characteristic points (e.g. maxima, phase shifts, lumbar and thoracic movement behavior), thereby aiding in in the clarification of individual features.
DOI: 10.17632/s84y34mzcs.1
title: Validation of automatic detection of gait phases

description: This dataset contains a back axis video screen recording of DIERS formetric III 4D™, DICAM v3.7Beta analyzing system and the exported corresponding raw data in an Excel sheet.
Encoding of gait phases was as follows: We started to measure a gait cycle (encoded with 1 in the exported output) with the first full Initial Contact of the right foot which is also the start of the encoding for the stance phase right (1). Hence, the start of the next gait cycle is the next IC of the right leg (2) and so forth (3 …). At the first right IC the left leg is supposed to be in Terminal Stance, therefore still on the ground but without having had its first IC. This and only this context is encoded by 0, the full stance period after IC left is analogously encoded by 1. Both legs swing phases are marked with - in the data export. Along their assigned time stamp the respective gait phases (stance and swing phases left/right; full gait cycles) were encoded timely synchronized into the raw data of the spinal model.
Validation of automatic detection of gait phases was done by viewing video recordings of the back and lateral axis cameras in DICAM in which single frames of the video recordings (also containing the same time stamp / frame as the spinal model data output) were checked for face valid results compared to the automated detection and its encoding into the spinal model data. A data sample Excel sheet of one single measure at 5 km/h including one spinal parameter (Rotation Pelvis) can be used as a reference for this process. In all 3 gait cycles the visually identifiable moment in time of Initial Contact was in the range of ± 3 Frames / 3/60 Hz compared to frame number in the exported raw data.
DOI: 10.17632/k29mpr863y.1
title: SAS syntax script for creation of a Standardized Gait Cycle

description: This dataset contains a Statistical Analysis System (SAS Version 9.4) syntax script to generate a standardized gait cycle (SGC) based on already merged individual export files from a DICAM software export. Merging can be done using the prior script.
By computing a standardized gait cycle, as a scale of 0-100%, measurements all differing in the number of observations are made comparable. When applying the script one SGC per measurement will be generated out of three (all available) gait cycles of different lengths as follows: 1) Each point in time of a measurement is set in relation to the duration of the respective gait cycle. Seconds are converted into percent of the gait cycle gaining 101 units (0-100%). 2) A spline function is used to obtain one smooth curve out of three (all available) single gait cycles of a measurement 3) Integer percentage values are found in the generated graph to obtain a standardized data record per subject’s measurement.
The resulting raw data table can then be made available for SPSS for further analysis and to create oscillation graphs.
DOI: 10.17632/mtd5x49mkc.1
title: SAS syntax script for merging export files

description: This dataset contains a Statistical Analysis System (SAS, v9.4) syntax script for merging individual export files from DIERS formetric III 4D™, DICAM v3.7Beta or other subsequent versions.
DICAM offers more than one hundred parameters to be exported as raw data in a .CSV format. The export is separate for each measurement that was chosen in the menu. Depending on the parameter choice different columns are generated. Based on the parameter settings a specific column distribution results. The filename of the export comprises the subject’s code and the speed in km/h. Stance measures for that reason include 0 km/h in the filename. The SAS syntax script assembles all single exports to one complete raw data table. Since not all characters in the DICAM export are compatible to SAS, the script defines own column headings and labels them accordingly. Consequently, the parameter settings are crucial; otherwise wrong data would be read in. Columns containing the subject’s code and the speed in km/h are imported based on the filename of the former export. 
Now all kinds of statistical analyses can be applied to a full set of data.
DOI: 10.17632/4njgvsg4z7.2
title: Assessment of the floraTiaret. Algeria

description: To present day, no study has been carried out on the local flora of the Sidi Abed mountain. Situated southern the city of Tiaret considered as natural barrier before steppe area. Twenty Phyto-ecological surveys with 100 m2 Braun-Blanquet minimum area were conducted.75 species, belonging to 29 families and 66 genera has been established. Asteraceae (20%), Fabaceae (10.7), Poaceae (10.7), Lamiaceae (6.7%), Apiaceae (5.3%) and Asparagaceae (5.3) were the most representative families covering more than 50% of the inventoried families. Moreover, Therophytes (48%) are majorly dominant with a notable decrease of the phanerophytes (5.3%), and increase of Hemicryptophytes (22.7%). Predominance of the Mediterranean biogeographic type species with a percentage of (41.3%) followed by the Eur. Med (10.7%) and W Med (10.7%) typical for Mediterranean semi-arid climate. 02 endemic species were present and rarity reached 9% combined of Rare (4%) and QR (5%). Among the taxa analyzed, 08 are included in the IUCN red list with different status and 02 are on the Algerian list of protected non-cultivated species.
DOI: 10.5281/zenodo.6327047
title: TARA Pacific CDIV cnidarian host taxonomic annotation release version 1_1

description: This data is the result of the primary analysis of the 18SV9 sequencing data and photos associated with the Coral Diversity dataset collected from all islands as part of the Tara Pacific expedition. A full README is contained within the data upload.
description: Special thanks to the Tara Ocean Foundation, the R/V Tara crew and the Tara Pacific Expedition Participants (https://doi.org/10.5281/zenodo.3777760). We are keen to thank the commitment of the following institutions for their financial and scientific support that made this unique Tara Pacific Expedition possible: CNRS, PSL, CSM, EPHE, Genoscope, CEA, Inserm, Université Côte d'Azur, ANR, agnès b., UNESCO-IOC, the Veolia Foundation, the Prince Albert II de Monaco Foundation, Région Bretagne, Billerudkorsnas, AmerisourceBergen Company, Lorient Agglomération, Oceans by Disney, L'Oréal, Biotherm, France Collectivités, Fonds Français pour l'Environnement Mondial (FFEM), Etienne Bourgois, and the Tara Ocean Foundation teams. Tara Pacific would not exist without the continuous support of the participating institutes. The authors also particularly thank Serge Planes, Denis Allemand, and the Tara Pacific consortium.
DOI: 10.17632/9nwphdrkwg.1
title: Citizens' legitimacy judgments on multi-stakeholder governance models. Corporate political activity and social trust as antecedent variables

description: The dataset was generated by the fieldwork for an empirical study consisted of a large-scale survey of residents, through street interviews, in the three localities (El Morell, La Pobla de Mafumet and Perafort-Puigdelfí) closest to a petrochemical complex in Spain. These localities received the greatest impact of the positive and negative externalities generated by the activity of the firms in the analyzed complex. The research was done during the first fortnight of September 2018. It consisted of closed questions with items measured on a five-point Likert scale (1, lowest agreement and 5, highest agreement). A total of 390 responses were obtained using simple random sampling. Residents living in the three localities were randomly invited to answer the questionnaire.
The total number of inhabitants of the localities surveyed was 8,807 according to figures obtained from the Spanish Institute of Statistics (2018), which for a 95% confidence level represents a sample error of ±5% (p=q=0.5). The research sample comprised 149 (38.20%) respondents from La Pobla de Mafumet, 146 from El Morell (37.44%), and the smallest group, 95 residents, from Perafort-Puigdelfí (24.36%). The total sample of interviewees in each of the three localities was significantly representative of the population universe in their locality. 
The model variables are: citizens' perceptions of financial incentives (corporate political activity, CPA), citizens' trust in companies, citizens' trust in public authorities, and legitimacy that citizens confer on a multi-stakeholder governance model (political corporate social responsibility).