cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/b7xtffwy4t
title: Data required to analyze causal relationships between residential electricity consumption and its explanatory factors.

description: In order to contribute to the enrichment of studies on causal relationships linked to electricity consumption in the residential sector, four annual frequency explanatory factors are used, covering the period 1994-2019. These are GDP per capita, an indicator of individual income, and the ability of each person to take out an ongoing electricity subscription. CO2 emissions are also among the factors with a causal relationship to electricity consumption. Although it is assumed that there is no causality between CO2 emissions and national electricity consumption in Cameroon, it would be interesting to carry out a targeted assessment within the residential sector. As in the Talbi et al. 2020 analyses, the urbanization factor is also taken into account in this study. However, the price factor is not taken into account. Prices per kWh are stable and depend only on consumption ranges. For consumption below 110 kWh, the price is set at 0.09 USD/kWh; between 111 kWh and 400 kWh, the price is 0.145 USD/kWh; between 401 kWh and 800 kWh, the price is 0.170 USD/kWh, while between 801 kWh and 2000 kWh, the price is set at 0.180 USD/kWh. This segmented distribution of electricity prices within the residential sector makes it difficult to take into account any price trends that could be compared with trends in electricity consumption. The number of subscribers is also included in the list of factors explaining electricity consumption. This is based on the assumption of a fairly close link with electricity consumption. The databases of the International Energy Agency provide information on electricity consumption in Cameroon's residential sector (REC in GWh). Data on GDP (in current US dollars), CO2 emissions from thermal power generation (in kilotons of CO2) and urban population (UR) are available in the World Bank database. Finally, data on the number of subscribers (NS) are provided by electricity distributor ENEO Cameroon. These variables cover the period 1994-2019, during which the country's economy and demographic factors are growing overall. Some descriptive statistics based on these data are calculated. Mean, maximum and minimum values, standard deviation, skewness and kurtosis are all included. In theory, if the skewness of a given time series is between [-3,3] and its kurtosis is between [ -10,10], the series has a normal distribution and is representative of the physical process it describes. Our calculations show that the kurtosis and skewness of each time series meet the aforementioned reliability conditions. Consequently, the associated data are reliable representations of the real fluctuations of each variable. Statistical tests suggest unidirectional causality, from all explanatory factors to electricity consumption. Indeed, any growth in GDP per capita leads to growth in electricity consumption without feedback. Urbanization and growth in the number of subscribers are intensifying electricity consumption.
DOI: 10.17632/g5nmv83g5z
title: EKHARA 3.0: An update of the EKHARA Monte Carlo event generator

description: The Monte Carlo event generator EKHARA was upgraded during last years. The upgrades presented here contain: (a) the inclusion of new final states $e^+e^-\to e^+e^-\eta $, $e^+e^-\to e^+e^-\eta'$, $e^+e^-\to e^+e^- \chi_{c_i} $, and $e^+e^-\to e^+e^- \chi_{c_i} (\to J/\psi (\to \mu^+\mu^-)\gamma)$; b) new $\gamma^*-\gamma^*-P$ transition form factors and c) the radiative corrections to the reactions $e^+e^-\to e^+e^-P $. For the upgrades (a) and (b), we present here only the pieces missing in other publications, mostly algorithms used in the phase space generation. The radiative corrections are presented here for the first time. A new algorithm of the phase space generation for the reaction $e^+e^-\to e^+e^-P \gamma$ being its main part. A comparison with GGRESRC generator is presented. Big differences between the radiative corrections calculated by the EKHARA and the GGRESRC generators are observed. The previous version of this program (AEIO_v1_0) may be found at http://dx.doi.org/10.1016/j.cpc.2011.01.029
DOI: 10.17632/syktzxcnp6
title: Metagenomic Analysis in The Peruvian Amazon

description: Metagenomic DNA isolated and analyzed from soils of three varillal forests from the Allpahuayo-Mishana National Reserve, Loreto Region, Peru.
DOI: 10.6084/m9.figshare.23671542.v1
title: Crop pest and disease used in this project

description: The crop pest and diseases survey(CPD) data is a published dataset of aggregated CPD occurrence ratio at the province level of the period from 1980 to 2017. CPD records of National Agricultural Technology Extension and Service Center. This dataset is based on the survey data originating from a bottom-up crop protection network that takes responsibility of surveying the CPD condition and recording the occurrence of CPD. Notably, crop protection only recorded those species of CPD that lead to yield reduction or failure.
DOI: 10.6084/m9.figshare.25682832.v2
title: Wikidata dump

description: The dataset corresponds to a preprocessed dump of wikidata, where all identifiers were mapped to a contiguous alphabet
DOI: 10.6084/m9.figshare.26503978.v1
title: Greenspace Quality In-situ Assessment and AGS GIS Analysis Data - Exploring the user experience, quality, and provision of urban greenspace: a mixed-method approach

description: Dataset to support results of Creed, C. & Carvalho, J. S. (2024). Exploring the user experience, quality, and provision of urban greenspace: a mixed-method approach. <i>Urban Forestry & Urban Greening</i>, 128470. https://doi.org/10.1016/j.ufug.2024.128470Contains an excel file showing the results of the in-situ greenspace quality assessments and population estimates for the Accessible Greenspace Standards GIS analysis.
DOI: 10.6084/m9.figshare.27275268.v1
title: Cyclic Compression Test Dataset.zip

description: The dataset are collected from the cyclic compression tests on the aligners. The dataset can be processed in MATLAb, the codes for extracting and processing of data is included.
DOI: 10.6084/m9.figshare.28378280.v1
title: Named Entity Recognition

description: NER-DATASET.txt consists of dataset that we used in the research paper.F1 Score and Accuracy results.xlsx consists of F1 Score and Accuracy results of various methologies for named recognition like traditional rule based, statistical along with deep learning model and bert model.<br>
DOI: 10.6084/m9.figshare.28732166.v3
title: SMART Grant Data Repository Files

description: Data used by Wildan, BSOOB's Partner, to review, analyze and propose a plan for action in the electrification of the BSOOB Fleet and supporting the fleet with an energy source that allows BSOOB transit to have an energy source to power the buses.
DOI: 10.17632/bnvkfdhjhm
title: banking

description: This is a stata dta file covering financial data from India for the period from 2013 to 2022. The original source is RBI data warehouse
DOI: 10.6084/m9.figshare.12284180.v1
title: Выборка_2.xlsx

description: Financial metrics of selected companies
DOI: 10.6084/m9.figshare.23823057.v1
title: Data and script for EMG response during locomotion (10 ms)

description: Pre-processed data of motor spikes during locomotion triggered by 10 ms photostimulations and Matlab scripts for visualization and statistical testing. Related to the manuscript "Functional contribution of glutamatergic neurons of medullary reticular nuclei to locomotor recovery after spinal cord injury" by Lemieux, Karimi and Bretzner (in revision).
DOI: 10.6084/m9.figshare.23984235.v1
title: Annotation files

description: This project contains gff3 (corresponding to the longest transcript gff3 file), CDS and protein sequence files for gene annotation information of Paragorgia papillataand Chrysogorgia sp.
DOI: 10.6084/m9.figshare.28782791.v1
title: <b>NYC_Subregion_House_Price_Dataset</b>

description: The nyc subregion house price dataset for graduation thesis.
DOI: 10.6084/m9.figshare.3205435.v1
title: Benchmark Results: DBpedia 50%

description: Results of the IGUANA Benchmark in 2015/16 for the truncated DBpedia dataset. The dataset is 50% of the initial 100% dataset.
DOI: 10.17632/pndx45mmx8
title: Data for: An Overview of and Factor Analytic Approach to Flow Theory in Online Contexts

description: Abstract An overview of flow theory is presented from the literature across multiple disciplines, including information systems, ecommerce, marketing, digital gaming, user interface, management, and cultural contexts. Flow can play a pivotal role in the user experience and impact the user interaction with a site, computing device, or app. It is worthwhile to examine the effects of flow experience on users and incorporate these findings in designing engaging user experiences and interfaces in both web sites and mobile applications. To further understand these implications, the present study gave a questionnaire to 310 participants in an experimental setting following an online shopping episode. The factor analysis revealed three dimensions of flow experience: control, attention focus, and cognitive enjoyment. All three dimensions had very low correlations. No gender effect on flow was found. The data set has the following flow variables: Control (FlwCtrl1, FlwCtrl2, FlwCtrl3); Attention (FlwAttn1, FlwAttn2, FlwAttn3); and Cognitive Enjoyment (FlwCEnj1, FlwCEnj2, FlwCEnj3, FlwCEnj4, FlwCEnj5, FlwCEnj6).
DOI: 10.17632/ydwm6n4422
title: AA Severity Scale - Supplementary Information

description: Supplementary Information for Development of the Alopecia Areata Scale for Clinical Use: Results of an Academic-Industry Collaborative Effort.
DOI: 10.25405/data.ncl.15180147.v1
title: PiCoBoo database

description: The <b>PiCoBoo </b>project addressed 19th-century European picturebooks printed in colour for children and assessed their significance as a catalyst for major cultural and social changes. It provided the first detailed account of when, where and how these books were made, of who produced them and for what audiences; it analysed what their long-term influence was, across national boundaries, and placed them in larger cultural, publishing and visual histories.The <b>PiCoBoo</b> database has made accessible a large corpus of picturebooks, dispersed across countries and institutions, only partially retrievable through local catalogues, not always correctly described and in a not-uniformed way. Working with network organisations, it has been possible to define cataloguing standards and establish agreed practices for describing children’s picturebooks, thus providing a framework for understanding them.
DOI: 10.6084/m9.figshare.19747660.v3
title: GSE131907

description: 11 tumour, 11 distant normal lung, 10 normal lymph node, and 10 metastatic brain tissue samples were obtained from LUAD patients conserving surgery without prior treatment. 7 metastatic lymph node and 4 lung tumour tissue samples from advanced stage LUAD patients were also collected.
DOI: 10.6084/m9.figshare.3559908.v1
title: Appendix A. Spatial patterns and simulations for all tree species from 1999 to 2012.

description: Spatial patterns and simulations for all tree species from 1999 to 2012.
DOI: 10.6084/m9.figshare.6449675.v1
title: Supplementary Material for: The Oral Provocation Test for Raw Egg in Patients with Hen Egg Allergy

description: <b><i>Background:</i></b> Many researchers have made efforts to develop diagnostic tools for predicting the outcome of oral food challenges (OFCs). The aim of this study was to assess the diagnostic value of the skin prick test (SPT) and blood-specific IgE concentrations based on the outcome of the OFCs for heated and raw hen egg. <b><i>Methods:</i></b> This study included 103 children with suspected hen egg allergy (HEA; median age 23 months, range 10–155; 72 boys, 31 girls). Forty-three patients were diagnosed with HEA by OFC. Of 60 patients who tolerated heated egg white (HEW), 22 underwent the OFC for raw hen egg and 7 developed adverse reactions after ingesting raw egg. Their wheal diameters and specific IgE levels for egg white and ovomucoid were determined. <b><i>Results:</i></b> Wheal diameters as well as blood-specific IgE levels for egg white and ovomucoid were significantly larger in children with positive OFC results for HEW than in those with negative results. However, there were no significant differences between the positive and negative test results for raw hen egg white (REW) in wheal diameter or blood-specific IgE levels. <b><i>Conclusions:</i></b> The SPT and blood-specific IgE can be used to diagnose HEA. However, the provocation test for REW in children without HEW allergy is important because the values of SPT and specific IgE were not significantly different between children with and without raw egg allergy.
DOI: 10.17632/bjks5pzx5c
title: Apparent zinc absorption: a comparison between Ayrshire and Holstein lactating cows - Raw data

description: There is a lack of data about potential differences in trace mineral absorption within dairy cow breeds. The objective of this study was to evaluate if apparent zinc absorption between Ayrshire and Holstein lactating cows differs. A total of 12 multiparous cows (6 Ayrshire and 6 Holstein) were used in a replicated 3 × 3 Latin square design with periods of 35-d duration (26 d of diet adaptation followed by data collection). Daily intake and total faeces collection were performed on 7 consecutive days. Daily samples of total mixed ration, refusals, and faeces were composited by week and analysed for zinc concentration by atomic absorption spectrometry. Apparent absorption was calculated as daily dietary intake minus excretion in faeces over dietary intake. The percentage of inclusion of the mineral and vitamin supplement was 1.56% and 1.47% for Ayrshire and Holstein cows, respectively, accounting for different milk production, body weight, and dry matter intake between the 2 breeds. Dry matter intake of Ayrshire cows averaged 20.5 (SE: 0.8) kg/d and 25.8 (SE: 0.8) kg/d for Holstein cows resulting in a tendency for Holstein cows to ingest greater quantity of zinc. Zinc excretion was significantly greater for Holstein cows compared to Ayrshire cows but this was not translated into different retention or apparent absorption. Averaged apparent zinc absorption did not differ between breeds and was 21% and 16% for Ayrshire and Holstein, respectively, with a variation from -15 to 31%, regardless of the breed. In summary, averaged apparent zinc absorption was similar to the values reported in the literature. However, under the current experimental conditions, the technique using dietary intake minus faecal output to measure apparent zinc absorption led to an important variation between animals.
DOI: 10.17632/fpv535fss7
title: DATASET for "Carotid Ultrasound Boundary Study (CUBS): an open multi-center analysis of computerized intima-media thickness measurement systems and their clinical impact"

description: This open source dataset contains the entire image dataset, clinical parameters, 3 manual segmentations, and 5 computerized segmentations used in the following work: "Carotid Ultrasound Boundary Study (CUBS): an open multi-center analysis of computerized intima-media thickness measurement systems and their clinical impact" published in Ultrasound in Medicine and Biology, DOI: 10.1016/j.ultrasmedbio.2021.03.022 ABSTRACT Common carotid intima-media thickness (CIMT) is a commonly used marker for atherosclerosis and is often computed in carotid ultrasound images. An analysis of different computerized techniques for CIMT measurement and their clinical impacts on the same patient dataset is lacking. Here we compared and assessed 5 computerized CIMT algorithms against 3 expert analyst manual measurements on a dataset of 1088 patients from two centers. Inter-/intra-observer variability was assessed, and the computerized CIMT values were compared to those manually obtained. The CIMT measurements were used to assess the correlation with clinical parameters, cardiovascular events prediction through a generalized linear model, and the Kaplan-Meier hazard ratio. CIMT measurements obtained with a skilled analyst’s segmentation and the computerized segmentation were comparable in all statistical analyses, suggesting they can be used interchangeably for CIMT quantification and clinical outcome investigation. The entire dataset used is made publicly available for the community to facilitate future studies here.
DOI: 10.17632/p9skmbtb5w
title: High-resolution Sea Surface Temperature record in the Central Mediterranean across the Pliocene/Pleistocene transition

description: The present dataset provides the first high-resolution record of alkenone-derived Sea Surface Temperature (SST) estimates across the Pliocene/Pleistocene transition (ca. 2.6 – 2.5 Ma) that was reconstructed for the Monte San Nicola section (Sicily, Southern Italy), reference area for the Gelasian GSSP (Rio et al., 1998; Capraro et al. 2022). We also include C37 (tetra-, tri-, di-unsaturated) alkenones concentrations and the planktonic δ18O record for the surface dweller G. ruber. 
The Pliocene/Pleistocene was characterized by the intensification of a long-term global cooling trend that eventually culminated in the definitive onset of the Northern Hemisphere Glaciation at ca. 2.5 Ma. Investigations performed so far on Mediterranean sections straddling the event provided evidence of a manifold climatic response across the Pliocene-Pleistocene boundary, which was however not documented by means of high-resolution studies. The high temporal resolution of the record presented here (~700 yr/sample; Zanola et al. 2024) allowed recognizing significant both the major and small-scale details on the regional and global climatic evolution across the interval of relevance.
DOI: 10.6084/m9.figshare.12214748.v1
title: BokoretalSU.xlsx

description: gene x stress interaction data on suicide.<br>
DOI: 10.17632/r7s7vkrb2f
title: Data for: Affirmative Action, Education and Gender: Evidence from India

description: Replication file of the paper Affirmative Action, Education and Gender: Evidence from India, from raw data to final version.
DOI: 10.17632/tyzj3j83gj
title: Crime against Foreigners in India 2014 - 2021. National Crime Records Bureau (NCRB), Ministry of Home Affairs, GoI.

description: This is compilation of crime data derived from Chapter - 13A -- Crime against Foreigners In 'Crime in India' (an annual publication of NCRB, GoI). Also, data from the Ministry of Tourism has been used to calculate crime rates.

The crime data (available in the public domain on the NCRB website) from multiple reports has been extracted and compiled in an Excel file.

Variables -
1. Crime incidence - derived directly from the respective table of the NCRB report.
2. FTA (foreign tourist arrivals) - derived from 'tourism statistics' published annually by the Market Research Division, Ministry of Tourism, GoI. FTA (in million) has been used as a proxy indicator for the 'foreigners population' in India, as actual numbers are not available.
3. Crime rate - calculated as per NRCB methodology. It can be calculated using this formula: R = Crime incidence (I) / FTA. And can be presented as crime incidence per million population of foreigners in India.

NOTE: This data is owned by NCRB, and wherever applicable, NCRB must be acknowledged/cited in the intended publication/report. The author has simply compiled this data, which is available in public domain, and does not claim ownership of original data. No copyrights infringement intended by the author
DOI: 10.17632/w3spj3szgz
title: Negative Self-schema Dataset

description: Depression-prone individuals acquire a negative self-schema, according to Beck's cognitive theory. Beck claimed that negative schemas might be developed in childhood due to a traumatic event (Example: The death of a parent, guardian or sibling; Bullying at school or exclusion from peer groups; Parental rejection, overprotection, criticism, abuse or neglect). The Negative Self-schema Dataset (NSD) is used to recognize negative self-schema mechanism in an individual, which is crucial for early diagnosis and prognosis of depression. The NSD contains 3101 textual messages, including 2851 from Twitter and 250 from mental health blogs. This dataset includes two classes: negative self-schema and non-negative self-schema. The NSD will aid in the comprehension of negative self-schema in clinical chatbot-generated data.
DOI: 10.6084/m9.figshare.27130299.v1
title: Lower limb motor imagery EEG dataset based on the multi-paradigm and longitudinal-training of stroke patients

description: In this dataset, we collected EEG data from 27 stroke recovery patients, with disease durations ranging from 1 to 12 months. The participants included 23 males and 4 females, aged between 33 and 68 years. Among the patients, 18 had right hemiplegia, and 9 had left hemiplegia. 
There are five distinct experiments: the initial assessment with a conventional paradigm prompted by text (Pre), initial assessment with an invariable electrical stimulation paradigm (IES), initial assessment with a gait-phase-encoded sequential sensory electrical stimulation paradigm (SES), post-treatment assessment with a conventional paradigm (Post), and follow-up assessment with a conventional paradigm (Follow). Each experiment comprised two tasks: gait MI and a idle-state task, where participants were instructed to focus on kinesthetic motor imagery to perform the gait MI task.
Each trial lasted approximately 12 seconds. At the beginning of each trial (t = 0s), a fixation cross appeared on the screen, where MI tasks were labeled as "1" and idle tasks as "7." At t = 3s, the task text prompt was displayed, where MI tasks were labeled as "2" and idle tasks as "8." At t = 4s, participants started MI or idle task for 5 seconds. No stimulation was applied in the conventional tasks. the IES tasks received a constant sensory electrical stimulation, while the SES tasks received a gait-phase-encoded sequential sensory electrical stimulation. During the MI phase, the labels "3" to "6" were used sequentially according to the gait phase. For the idle tasks, the resting-state phase labeled sequentially as "9" to "12." In each paradigm, participants performed 10 trials each of gait MI and resting tasks in one run, presented in a randomized order.
DOI: 10.17632/zm8bsbpcpm
title: Data for: Primary Fe isotope signatures record oxidative precipitation in 3.2 Ga ferruginous siliciclastic sedimentary rocks deposited in a shallow ocean environment

description: Text-based data for all figures in the main paper and supplementary material by Suzumeji et al. to be published by Precambrian Research as "Primary Fe isotope signatures record oxidative precipitation in 3.2 Ga ferruginous siliciclastic sedimentary rocks deposited in a shallow ocean environment".
DOI: 10.6084/m9.figshare.6194288.v1
title: Onchocerciasis Transmission Interruption in Bioko Island, Equatorial Guinea

description: We performed a cross-sectional study to demonstrate that updated WHO criteria for stopping mass drug administration (MDA) against onchocerciasis have been met in Bioko Island (Equatorial Guinea). This study was carried out from September, 2016 to January, 2017. A total of 7,052 aged 5- to 9-year-old school children, were included. Onchocerciasis/lymphatic Filariasis rapid diagnostic tests (RDTs) and ELISA/PCR were performed. <br>