cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/2gngzpwfbm.1
title: Comparison of intravenous paracetamol infusion versus intramuscular tramadol as labour analgesia – a randomised control trial

description: This randomized drug trial was carried out in 110 women divided into two groups. Group A women received 1000 mg of IV paracetamol, and Group B women received 100 mg of IM tramadol during the active phase of labor. Pain intensity was assessed by the Visual Analogue Scale (VAS) at intervals till 120 minutes of delivery. The maternal and neonatal outcomes were recorded.
DOI: 10.17632/yhmmg953vh.1
title: Evaluation of nutritional status and related factors in hemodialysis patients referred to hemodialysis centers 

description: Objective: Restriction of some nutrients, loss of nutrients through dialysis, and anorexia in hemodialysis patients are the most critical factors affecting hemodialysis patients' nutritional status. This study aimed to determine the nutritional status of hemodialysis patients and related factors.
 Research method & procedure: This cross-sectional descriptive-analytical study was on 220 hemodialysis patients who had been on dialysis for at least three months. The nutritional status of hemodialysis patients was classified using three criteria: subjective global assessment (SGA), protein-energy wasting (PEW), and obesity criteria. Other nutritional indicators such as food intake assessments, anthropometric size measurements, and body composition using BIA (bioelectrical impedance analysis) consider the nutritional status.
DOI: 10.17632/cp499ff5p3.1
title: ICI-induced PP

description: Supplemental Table
DOI: 10.17632/b78mps984m.3
title: Prevalence of subungual melanoma in patients with cutaneous malignant melanoma: a systematic review and meta-analysis

description: Supplementary material for the systematic review and meta-analysis "Prevalence of subungual melanoma in patients with cutaneous malignant melanoma: a systematic review and meta-analysis"
DOI: 10.17632/n23nyb53xn.1
title: Holocene vegetation turnover and richness record for African biomes

description: These data are raw turnover (squared chord distance) and floristic richness (rarefied pollen) results calculated from pollen data in our study "Long-term drivers and timing of accelerated vegetation changes in African biomes and their management implications".
DOI: 10.17632/9gbr7sjk32.1
title: Dataset related to online distance learning

description: The dataset in Excel spreadsheet accompanying this article consists of 207 rows and 24 columns. Each row represents an individual responses to questionnaire's items.
DOI: 10.17632/5crp7zrt8v.1
title: Butlerov

description: Data collected by using Syringebot for the Butlerov reaction (sugar formation from formaldehyde and calcium hydroxide) followed by platinum electrode
DOI: 10.17632/s7nxbzy32p.1
title: Comparative analysis of whey protein in goat milk throughout the lactation cycle using data-independent acquisition and data-dependent acquisition based proteomics methods 

description: We have investigated whey proteome of goat milk at 1, 3, 30, 90, 150, and 240 d using data-independent acquisition and data-dependent acquisition quantitative proteomics approaches. The clustering and principal component analysis revealed that the protein components in goat milk was associated with specific lactation stages. Protein-protein interaction showed that fibronectin had more interaction with other proteins and was considered as a central node. Our results can provide a better understanding of the whey proteome during the lactation cycle of dairy goats and indicate which proteins are important for the development of newborns and mammary gland.
DOI: 10.17632/zdvb5hzv2x.1
title: ARC-TOP Design Files & BOM

description: Design files for the Arctic Research Centre TOP (ARC-TOP) autonomous CTD profiler for remote measurement. The profiler is designed for remote deployment by UAV operating from both land and marine vessels. The profiler will autonomously dive to a preset depth before returning to the surface for UAV retrieval.
The supplied files are sufficient for construction and operation of the ARC-TOP. 

The ARC-TOP have been tested in NE Greenland and have demonstrated remote operation of up to 1 km and dives to at depth of 200 m.
DOI: 10.17632/pgtsm8wvpn.1
title: Cell Profiler pipeline 

description: This pipeline was created with the open-source software CellProfiler (4.2.1 release) and allows the automatized analysis of confocal microscopy images, allowing the quantification of the levels of a protein in subcellular compartments (nucleus and cytosol). The pipeline is ready to use and can be adapted to a new project, modifying parameters in the menu of each command that compose the pipeline accordingly to manifacture's guidelines.
DOI: 10.17632/235yr4pkr8.1
title: CellProfiler pipeline for confocal images analysis_1

description: This pipeline was created with the open-source software CellProfiler (4.2.1 release) and it is suitable for the automatized analysis of confocal microscopy images, allowing the quantification of the levels of a protein in subcellular compartments (nucleus and cytosol). It also can determine the grade of overlapping between to confocal channels, being useful for the study of colocalization between two proteins of interest. The pipeline is ready to use and can be adapted to a new project, modifying data in the menu of each command that compose the pipeline.
DOI: 10.17632/g69ppmhcpy.1
title: The Evolution of Mining Employment during the Resource Boom and Bust Cycle in Australia

description: This paper is to investigate the mining labor mobility in Australia. The purpose of this data provides a useful in-depth analysis of mining employment such as Fly In Fly Out (FIFO) during the different economic cycles in Australia. The dataset also explains the movement of mining workers from one sector to another.
DOI: 10.17632/3g6f298wyr.1
title: CellProfiler pipeline for confocal image analysis_4

description: This pipeline was created with the open-source software CellProfiler (release 4.2.1) in order to quantify, through automatized analysis of confocal images, mitochondrial membrane potential in living mice fibroblasts, following staining with Tetramethylrhodamine, methyl ester (TMRM). The pipeline can be easily adapted to a new project modyfing the parameters in the dedicated menu of each command that compose the pipeline.
DOI: 10.17632/p4g5zwz67r.1
title: CellProfiler pipeline for confocal image analysis_3

description: This pipeline was created with the open-source software CellProfiler (release 4.2.1) in order to quantify, through automatized analysis of confocal images, the levels of mitochondrial ComplexI in murine fibroblasts following indirect immunofluorescence. The pipeline can be easily adapted to a new project modyfing the parameters in the dedicated menu of each command that compose the pipeline.
DOI: 10.17632/vxhx934tbn.3
title: Movement Sensor Dataset for Dog Behavior Classification

description: The dataset includes movement sensor data from sensors placed on the collar and the harness of a dog and recorded while the dog is given tasks or activities to perform. The task are: galloping, lying on chest, sitting, sniffing, standing, trotting, and walking. The movement sensors used are: ActiGraph GT9X Link (ActiGraph LLC, Florida, USA) and they include 3D accelerometer and 3D gyroscope. The sampling rate used is 100 Hz. 

The dataset is described in more detail in the data description article: Vehkaoja, A., Somppi, S., Törnqvist, H., Valldeoriola Cardó, A.,  Kumpulainen, P., Väätäjä, H., Majaranta, P., Surakka, V.,  Kujala, M. V., Vainio, O., Description of Movement Sensor Dataset for Dog Behavior Classification, Data in Brief, 2022.

The behavior classification results obtained with the dataset are published in: Kumpulainen, P., Valldeoriola Cardó, A., Somppi, S., Törnqvist, H., Väätäjä, H., Majaranta, P., Gizatdinova, Y., Hoog Antink, C., Surakka, V., Kujala, M. V., Vainio, O., and Vehkaoja, A., Dog behaviour classification with movement sensors placed on the harness and the collar, Applied Animal Behavior Science, 241 (2021): 105393. https://doi.org/10.1016/j.applanim.2021.105393

The authors of the dataset request researchers to refer to the aforementioned publications when using the data and publishing results produced using it.
DOI: 10.17632/5z5xxprrxt.1
title: Groundwater level in Nebraska Sand Hills using LIDAR-derived lake water level (contours and raster). 

description: The data represents the groundwater level in the Nebraska Sand Hills. The groundwater level were derived using the lake water level using LIDAR observations. The groundwater level are in NAVD88 vertical datum and NAD83 Zone 14 horizontal datum. The Universal Kriging (UK) raster and contour represents the regional groundwater level while Kriging with an external drift (KED) represents local variation in water level. The contours are cleaned for artifacts.
DOI: 10.17632/jbhryygbhg.2
title: Dataset on COVID-19 Insomnia (Coronasomnia)

description: This dataset were collected through a questionnaire between (27/11/2021 to 28/2/2022) about Covid-19  and its effect on the patient’s sleep (Insomnia) whether during the infected period or after recovery and determining its duration, furthermore, determining whether the patient needed to use oxygen to recover from the virus or not, this and other details were extracted from (919) persons around the world between infected and non-infected with Covid-19 through specialized questions about Covid-19 and several details about persons, such as age groups, gender, educational levels, country, blood group ,etc. , where it can be found in detail through the sheet (Data Label).
DOI: 10.17632/k8m7rby4bf.1
title: Treatment with low-dose oral minoxidil for alopecia in pediatric patients

description: This is a dataset including a supplemental figure for the article named: "Low-dose oral minoxidil for treatment of androgenetic alopecia and telogen effluvium in pediatric population: a descriptive study", published in the Journal of the American Academy of Dermatology.
DOI: 10.17632/5bmb564d8t.1
title: B-cell-derived cfDNA after primary BNT162b2 mRNA vaccination anticipates memory B-cells and SARS-CoV-2 neutralizing antibodies. Fox-Fisher et al.

description: The characteristics (age, gender and adverse events) of the participants in this study. 
raw data of immune derived cfDNA, cell counts and antibodies.
DOI: 10.17632/3ydkywhs8b.1
title: H. Sakuma, D. A. Lockner, J. Solum and N. Davatzes, 2022, Data release for: Friction in clay-bearing faults increases with the ionic radius of interlayer cations

description: The DFT data that support the findings of our study presented in ''Friction in clay-bearing faults increases with the ionic radius of interlayer cations' Communications Earth & Environment, 2022. Data set was used for Figures 2, 3, Supplementary Figures S1, S2, S3, S4, S5, and S6 in that paper. Files contain optimized atomic coordinates, potential energy, and shear force as a function of interlayer distance and shear displacement.
DOI: 10.17632/vh6bgbnk2n.1
title: CellProfiler pipeline for confocal images analysis_2

description: This pipeline was created with the open-source software CellProfiler (4.2.1 release) and it is suitable for the automatized analysis of confocal microscopy images. It was created to analyze confocal microscopy images of cultured rat astrocytes in order to quantifiy neutral lipids, following staining with the neutral lipid stain LipidTOX. The pipeline can be easily adapted to  a new project, modyfing the parameters in the commands that compose it.
DOI: 10.17632/75gdwhpsfr.1
title: Immigration Impact Analysis on Unemployment and Employment Based on System GMM Estimation: Some evidence for the UK

description: 1. The raw data is compressed in a zip file named data_2.
2. The data for analysis is aggregated in an excel file named analysis_uk_v2.
3. The software used for the econometric analysis was STATA 17.
DOI: 10.17632/yxhgfhtwhr.1
title: Urban soil analytical results

description: Heavy metal concentrations of urban soils of Usak
DOI: 10.17632/y5ytz6kydf.1
title: Códigos do Doutorado

description: Este repositório contém os códigos utilizados para realizar os experimentos e gerar as tabelas/gráficos/imagens utilizadas na Tese de Doutorado. Cada pasta possui um zip com instruções para reproduzir os resultados.
DOI: 10.13020/hgp6-t930
title: SNP data of 56 Kazakhstani and 23 reference isolates of the wheat stem rust fungus, Puccinia graminis f. sp. tritici
DOI: 10.7910/dvn/8o0tr7
title: Pocket2Drug

description: Supplementary data for Pocket2Drug
DOI: 10.17632/npyyj7s854.1
title: Dataset for carbon footprints of transforaminal lumbar interbody fusions performed under spinal or general anesthesia

description: The datasets presented here quantify and compare the relative carbon footprints emitted by general versus spinal anesthesia in patients undergoing single-level transforaminal lumbar interbody fusions (TLIFs). Data were retrospectively collected from electronic medical records of 100 consecutive patients who underwent a single-level TLIF from a single neurosurgeon at a U.S. academic center. 50 patients were under general anesthesia, and another 50 patients were under spinal anesthesia. Clinic and operative notes were used to extract demographic and surgical information, whereas anesthesia records were used to extract anesthetic information. Using the anesthetic information, carbon dioxide equivalents (CO2e) were calculated for each type of anesthetic and summed together to compute the total carbon footprint for each patient. Our article entitled “Assessing the environmental carbon footprint of spinal versus general anesthesia in single-level transforaminal lumbar interbody fusions” is based on this data. Raw datasets of the primary data collection as well as cleaned and analyzed datasets are presented. These datasets highlight the first known environmental impact calculation from medical records of a spine procedure, serving as a model for other interested investigators to explore and emulate. This data brief may help to pave the way towards future environmental research and practice changes within neurosurgical and orthopedic literature, an issue critical to the sustainability of our modern society.
DOI: 10.17632/msyc6mzvhg.2
title: Dataset of Pairs of an Image and Tags for Cataloging Image-based Records

description: 
## Brief Explanation

This dataset is created to develop and evaluate a cataloging system which assigns appropriate metadata to an image record for database management in digital libraries. That is assumed for evaluating a task, in which given an image and assigned tags, an appropriate Wikipedia page is selected for each of the given tags.

A main characteristic of the dataset is including ambiguous tags. Thus, visual contents of images are not unique to their tags. For example, it includes a tag 'mouse' which has double meaning of not a mammal but a computer controller device. The annotations are corresponding Wikipedia articles for tags as correct entities by human judgement.

The dataset offers both data and programs that reproduce experiments of the above-mentioned task. Its data consist of sources of images and annotations. The image sources are URLs of 420 images uploaded to Flickr. The annotations are a total 2,464 relevant Wikipedia pages manually judged for tags of the images. The dataset also provides programs in Jupiter notebook (scripts.ipynb) to conduct a series of experiments running some baseline methods for the designated task and evaluating the results.
 

## Structure of the Dataset

1. data directory
     1.1. image_URL.txt
     	This file lists URLs of image files.

     1.2. rels.txt
     	This file lists collect Wikipedia pages for each topic in topics.txt

     1.3. topics.txt
     	This file lists a target pair, which is called a topic in this dataset, of an image and a tag to be disambiguated. 

     1.4. enwiki_20171001.xml
     	This file is extracted texts from the title and body parts of English Wikipedia articles as of 1st October 2017. This is a modified data of Wikipedia dump data (https://archive.org/download/enwiki-20171001).

2. img directory
     This directory is a placeholder directory to fetch image files for downloading.

3. results directory
     This directory is a placeholder directory to store results files for evaluation. It maintains three results of baseline methods in sub-directories. They contain json files each of which is a result of one topic, and are ready to be evaluated using an evaluation scripts in scripts.ipynb for reference of both usage and performance. 

4. scripts.ipynb
     The scripts for running baseline methods and evaluation are ready in this Jupyter notebook file.
DOI: 10.17632/5ppm9ph565.2
title: Trace elements dataset in marine sediments along Egyptian shores

description: A comprehensive dataset concerning the geochemical composition of unconsolidated shallow marine sediments collected along coastal areas of Northern Nile Delta and Egyptian sector of Red Seas is presented.
DOI: 10.17632/j2yh4rg95v.1
title: core-hopping-kinetic-aclr

description: Safe return to sport (RTS) after anterior cruciate ligament reconstruction (ACLR) surgery is important. Core stabilization is common within rehabilitation, but its influence on hopping performance and single-leg landing kinetics among athletes post-ACLR is unclear. Twenty-four male professional athletes who had ACL reconstruction surgery (time since surgery = 11.47 ± 1.55 months) were recruited and randomly assigned to exercise (n=12) and control (n=12) groups. Exercise group received an 8-week core stability exercise program. Limb symmetry index (LSI) for single-leg hop for distance (SLH) and triple hop (TRH) tests, and single-leg landing kinetics (multidirectional ground reaction forces) were measured pre- and post-intervention. In post-test, the participants in exercise group were more symmetrical in SLH (P = .04, CI =0.01-7.68) and TRH (P = .01, CI = 0.28-11.1) distances. They also improved their LSI values for vertical ground reaction force (vGRF), though not significantly (P<.05). LSI for anteroposterior (a-p) and mediolateral (m-l) GRFs remained unchanged for participants of both groups. Our findings indicate the positive effect of core exercise on decreasing between-limb asymmetries during SLH and TLH tests. Our results demonstrate that despite lack of change in kinetics, functional performance is more symmetrical following core stability training.
DOI: 10.17632/gm49mm6whw.1
title: Invalid and Valid Deductive Processes

description: This dataset is related with a study that compares the EEG-recorded neural activity from an invalid deductive process with a valid deductive process. This dataset includes the original (mat-converted raw files) from 19 healthy young controls.
DOI: 10.17632/2dpjyg8bfp.1
title: SlEIN2

description: Ms data
DOI: 10.17632/c8wfy5nt5c.1
title: Predicting Toxicity of Endocrine Disruptors and Blood-Brain Barrier Permeability using Chirality-Sensitive Descriptors and Machine Learning

description: Estrogen receptor (ER) mediated endocrine disruption and blood-brain barrier (BBB) permeability are two crucial pharmacological endpoints that must be assessed early on for any drug candidate. However, experimental testing is time-consuming and expensive, and in recent years, Quantitative Structure-Property Relationships (QSPRs) have emerged as a viable in silico alternative. However, most QSPR models reported on ER toxicity and BBB permeability of these studies have been carried out using 2D descriptors which do not account for 3D structure, whereas it has been established that ER binding and BBB permeability are stereoselective processes in which the spatial arrangement of atoms in the molecule plays a key role. This work presents the application of a chirality-sensitive 3D QSPR methodology entitled ‘EigenValue ANalysiS (EVANS). The EVANS methodology combines information extracted from 3D molecular structures with 2D physicochemical properties to generate eigenvalues, which are used as descriptor variables in QSPR analyses. For chiral compounds, EVANS computes descriptors generated from ‘enantiomeric ensembles’ by considering distance attributes from a plethora of enantiomeric states, thereby accounting for the contributions of multiple enantiomeric states towards a particular biological endpoint. We deploy the EVANS methodology using machine learning algorithms to build predictive QSPR models for estrogen receptor (ER) mediated endocrine disruption/toxicity and BBB permeability. Regression analyses of ER binding affinities of a dataset of 132 chemical entities built with the support vector regression algorithm returned a robust and predictive model. Classification models for BBB permeability on a dataset of 607 chemicals also showed high prediction accuracy, with the artificial neural network model showing the best performance (Accuracy=0.85, AUC=0.82, precision=0.85, F1 score=0.89). For comparison, conventional 2D QSPR models were also built for these endpoints, and it was observed that EVANS is superior to standard 2D QSPR. Our results demonstrate that the EVANS methodology produces robust models and such chirality-sensitive methods can be useful tools to design safe and effective drugs.
DOI: 10.17632/766bnp5hyy.1
title: Job advertisement and salary monitoring dataset for Ukraine in 2022 Q1

description: Job advertisement and salary monitoring it is routine job for economists and managers. However, in fast changed situation routine job get a new role in economic and politic situation analysis. This datasets represents job advertisement and salary monitoring for Ukraine from 2022 first work day (04.Jan.) till 15.Apr.2022, so included job advertisements before active war actions in the territory of Ukraine as well as in the time. Data base is formed on basis of Ukrainian State employment service dynamic database. State database dynamics do not allow to analyze development labor market in long-term. Formed base allow compare  labor market on Ukraine before active war actions and in the time, allow make first conclusion about it influence on Ukraine business activities and  economy. Collected data include title of vacancy, offered salary, advertisement date, ID in Ukrainian State employment service, offered job region, city (in original language, Ukrainian).
DOI: 10.17632/h86g6k2sgy.1
title: LINF_260011400

description: 10 kDa heat shock protein | HSP10 | CPN10 | chaperonin
Leishmania infantum (strain JPCM5)
DOI: 10.17632/tgpr43mz3x.1
title: LINF_260011600

description: protein disulfide isomerase | PDI40
Leishmania infantum (strain JPCM5)
DOI: 10.17632/ckfjsdkcpb.1
title: LINF_260011500

description: protein of unknown function - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/c74p5r4rgk.1
title: LINF_260012100

description: sphingosine kinase A
Leishmania infantum (strain JPCM5)