cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/cwzgd82w2w
title: The Correlation between Some Instructional Supervision Strategies and Academic Success of students

description: This research examines how instructional supervision affects secondary school students' academic achievement. A mixed-approach and correlational study methodology was employed to gather data from Guji Zone Secondary School teachers and instructional supervisors using questionnaires and document reviews. We chose 155 instructors and 78 instructional supervisors using random and purposive selection. Data analysis included descriptive and inferential statistics. Research indicates that instructional supervisors' practices, including classroom observation (β =.246), monitoring academic progress (β =.198), and lesson observation (β =.405), significantly impact student academic performance, except for record checking (β =.30). Academic accomplishment was positively correlated with instructional supervision techniques, accounting for 30.3% of student performance. Grade 12 students' higher education enrollment rate declined from 39.7% to 1.2% between 2020 and 2022, showing a deterioration in academic performance. Due to poor mentoring and teacher professional development, instructional monitoring techniques had little effect on academic achievement in the research region. The study suggests improving instructional supervisor competence and implementing effective instructional supervision activities to boost student academic performance. The Ethiopian Ministry of Education and stakeholders should prioritize these improvements to enhance education quality and student success.
DOI: 10.17632/ttb8rk5t53
title: VOCHITEXT: Vocabulary Corpus of Chilean Children’s Textbooks

description: The VOCHITEXT is a specialized corpus of 23,297 Spanish (Chilean) words, curated to represent the core vocabulary used in Chilean primary education. Derived from 58 complete texts (student books) collected in 2022, it encompasses vocabulary from science, history, language, social science, and mathematics official textbooks, spanning preschool through 4th grade. For preschool, it includes words from reading materials (children's tales) recommended by the Chilean Ministry of Education. This corpus, originally developed for the LEXIKON App project (ANID Fondef, IT21I0078, University of Concepcion) to assess children's lexical development, provides a representative sample of school vocabulary. The VOCHITEXT is a valuable resource for researchers, educators, and developers interested in Chilean primary education, vocabulary acquisition, and linguistic analysis of educational materials, offering insights into the lexical content encountered by Chilean students across different subjects and grade levels.
DOI: 10.6084/m9.figshare.14211275.v1
title: mBio_Wang_etal_2020_supplement_TableS11

description: <b>Supplemental Table S11. Gene ontology (GO) terms associated with differentially expressed genes between extreme phenotypic groups in the 21 <i>C. albicans </i>isolates. </b>Each tab identifies the phenotype and GO category (component, function, or process) for each comparison made with significant enrichment of GO terms. The columns of each page include “GOID”, “GO term”, “Cluster frequency” to indicate the number of genes within the GO term among the 2036 identically expressed genes, “background Frequency” to indicate the total number of 6473 annotated genes in the <i>C. albicans </i>genome assigned to that GO term, “Corrected p-value” “False Discovery Rate”, and “Genes annotated to the term” to define the genes that contribute to the “Cluster Frequency” column.
DOI: 10.6084/m9.figshare.19313951.v1
title: Water Promoted One Pot Synthesis of Sesamol Derivatives as Potent Antioxidants: DFT, Molecular Docking, SAR and Single Crystal Studies

description: This dataset associate with this article for references
DOI: 10.6084/m9.figshare.19400762.v1
title: Academic Religion Survey.mc4

description: Survey of college and university teachers on religious attitudes.<br>
DOI: 10.6084/m9.figshare.20294229.v2
title: SourceData_MOBILE

description: Data for "Multi-Omics Binary Integration via Lasso Ensembles (MOBILE) for identification of context-specific networks and new regulatory mechanisms" by Erdem et al.
DOI: 10.6084/m9.figshare.28801715.v1
title: BFL2025_data

description: This dataset provides detailed procedural data corresponding to each step outlined in Section 3 (Research Methodology) of the manuscript, including search strategy, study selection, quality assessment, data extraction, synthesis, and coding.
DOI: 10.6084/m9.figshare.3560220.v1
title: Appendix A. Map of the study area and description of the 30 remnant Banksia woodlands sampled in the Perth Metropolitan Area, Australia.

description: Map of the study area and description of the 30 remnant Banksia woodlands sampled in the Perth Metropolitan Area, Australia.
DOI: 10.6084/m9.figshare.7374197.v1
title: Global synthesis of temperature sensitivity of soil organic carbon decomposition: latitudinal patterns and mechanisms

description: This is the dataset for the article "Global synthesis of temperature sensitivity of soil organic carbon decomposition: latitudinal patterns and mechanisms" by Wang et al. (2018)
DOI: 10.6084/m9.figshare.8263478.v2
title: Women at Work: Sexual Harassment

description: Over the last two years, awareness about the sexual mistreatment of women has stunned the world. According to analysis by the New York Times, the defeat of Hilary Clinton and election of Donald Trump spurred a women’s movement in the US that began in November of 2016 and resulted in protests across the country, including the largest single-day protest in history on January 21, 2017. Later that year, the #MeToo movement (starting in October 2017) and subsequent #TimesUp movement (starting in January 2018) galvanized women to unite against sexual assault and sexual harassment, which has become the hallmark of the current women’s movement. But has anything changed over this time period in regard to the sexual harassment of women? We examine data from over 500 women at two points in time (September 2016 and September 2018) and found reduced levels of the most egregious forms of sexual harassment (unwanted sexual attention and sexual coercion) but increased levels of gender harassment in 2018 compared to data collected in 2016. More importantly, sexual harassment had a weaker relationship with women’s negative self-views (lower self-esteem, higher self-doubt) in 2018 compared to 2016. Qualitative interviews collected from women in the fall of 2016 and in the fall of 2018 from the same women, support the quantitative data. They suggest that the decrease in the more egregious forms of sexual harassment is due to the increased scrutiny on the topic and the increase in gender harassment is the result of backlash against women. The interviewees also suggest that the diminished relationship between sexual harassment and negative self-views was the result of reduced shame and increased support and empowerment.
DOI: 10.21942/uva.25189275.v1
title: Dora WalkingTours Dataset (ICLR 2024)

description: Self-supervised learning has unlocked the potential of scaling up pretraining to billions of images, since annotation is unnecessary. But are we making the best use of data? How more economical can we be? In this work, we attempt to answer this question by making two contributions. First, we investigate first-person videos and introduce a "Walking Tours" dataset. These videos are high-resolution, hours-long, captured in a single uninterrupted take, depicting a large number of objects and actions with natural scene transitions. They are unlabeled and uncurated, thus realistic for self-supervision and comparable with human learning.Second, we introduce a novel self-supervised image pretraining method tailored for learning from continuous videos.<br><b>Reference:</b>Is ImageNet worth 1 video? Learning strong image encoders from 1 long unlabelled video. Shashanka Venkataramanan, Mamshad Nayeem Rizve, João Carreira, Yuki M. Asano<i>, </i>Yannis Avrithis. <i>In</i>: International Conference on Learning Representations 2024
DOI: 10.6084/m9.figshare.27379233.v1
title: Cronback alpha Dundee OSCE checklist v ASSESS 2012-2018.xlsx

description: Comparison of Cronbach's alpha for Dundee Medical School OSCEs, checklist v ASSESS domain grading 2012-2018<br>
DOI: 10.6084/m9.figshare.29064185.v1
title: Data.docx

description: Ini adalah data hasil analisis relasi gender melalui oposisi biner dari teks Serat Candrarini
DOI: 10.17632/3krd4hrk86
title: Intracerebral Epileptic Discharges Without and During Concurrent tDCS in an Epileptic Patient

description: Intracerebral EEG recordings of a patient (female, 19 yo) suffering from refractory insulo-opercular epilepsy. 
She gave informed consent to participate in this study (NCT03644732).
Intracerebral electrode positions (see also Figure):
A’, B’, C’ and P’, targeted the temporal pole, the mesial and neocortical temporal lobe. 
H’, I’, L’, O’, R’, S’ and T’ targeted the insular cortex and the operculum. 
G’, J’, K’, M’, W’ and X’ targeted the mesial and neocortical frontal lobe. 
IEEG signals were recorded at a 1024 Hz sampling rate with a 256-channel amplifier (SD LTM 256 Headbox, Micromed, Italy). 
The reference electrode was an iEEG contact located in the white matter.
The tDCS parameters were +1mA over the anode (T7 electrode) and -1mA over the cathode (C6 electrode) and a 20-minute total duration was set.
Two HD electrodes (12mm external diameter; Soterix Medical®, New York, NY, USA) were used (with Z &lt; 5 kOhms).
During the four days of iEEG investigation, five spontaneous epileptic seizures occurred, and ictal epileptic discharges were recorded in S’1-2 to 8-9 and O’5-6 to O’9-10 contacts.
Seizure#5 occured after 8min of tDCS.
Five datasets of ictal epileptic discharges outside (IED1-4) and during tDCS (IED*) were identified and selected during tDCS with the same 60 seconds duration (bipolar montage).
DOI: 10.17632/tfc9twyhh6
title: Dataset for the effect of pretreatment conditions on the ethanol and fusel alcohol content after fermentation

description: This data shows the raw data of the carbohydrate and reducing sugar content after hydrolysis, sterilization, and fermentation of sugarcane press-mud. Likewise, this data shows the ethanol and fusel alcohol profile after fermentation of the hydrolysate recovered from sugarcane press-mud. Fermentation was carried out at 30 ºC and 48h in a Bioscreen by using Saccharomyces cerevisiae. Statistical analysis of those results are shown. Besides, data from the HMF and liquid recovery is shown. Mass balance and hydrogen potential is shown for the best conditions.
DOI: 10.17632/ycy3sy3vj2
title: Steam Games Dataset : Player count history, Price history and data about games

description: This dataset consists of player count history, price history, and data about 2000 applications available in the Steam games platform. The 2000 applications are the applications in Steam with the highest player count within the last 24 hours on the 11th of December 2017 chosen based on the player statistics provided in SteamDB (https://steamdb.info/graph/). The player count history of each application from 14-12-2017 to 12-08-2020 is available. Player count was collected in 5-minutes intervals for the top 1000 applications (PlayerCountHistoryPart1.zip) and in 1-hour intervals for the next 1000 applications(PlayerCountHistoryPart2.zip) using the ISteamUserStats interface of the Steamworks web API. One file per each application is available containing UTC Time and Playercount columns. The price history of non Free to Play applications are available from 07-04-2019 to 12-08-2020. Price information was collected using the StorefrontAPI in USD currency and is available in daily frequency. Hence, price changes that did not last for 24 hours would not be available. One file per each application is available containing Date, Initialprice, Finalprice, and Discount columns. Data about the applications were collected using the StorefrontAPI, except for tags which was collected using SteamSpy API. The format of each file is described as follows: applicationInformation.csv : [ appid, type, name, releasedate, freetoplay ] This file consists of the application ID used in Steam, application name, the release date of the application, application type representing whether the application is a game, mod, demo, advertising or dlc. ( There are 1963 games in the dataset out of the 2000 applications. ) Whether the game is Free to play or not is represented as a binary feature. applicationDevelopers.csv: Consist of the appid and a list of the developers of the application. applicationPublishers.csv: Consist of the appid and a list of the publishers of the application. applicationSupportedlanguages.csv : Consist of the appid and a list of the languages the application supports. applicationPackages.csv: Consist of the appid and a list of the package IDs the application is included in. applicationGenres.csv: Consist of the appid and a list of the genres assigned to the application on Steam store. applicationTags.csv: Consist of the appid and the list of the tags assigned to the application on Steam store. Research Paper(s) resulting from this dataset: D. Vihanga, M. Barlow, E. Lakshika and K. Kasmarik, "Weekly Seasonal Player Population Patterns in Online Games: A Time Series Clustering Approach," 2019 IEEE Conference on Games (CoG), London, United Kingdom, 2019, pp. 1-8, doi: 10.1109/CIG.2019.8848108.
DOI: 10.17632/zkbfvsjr5f
title: Neo4j graph dataset of cycling paths in Slovenia

description: Neo4j graph-based data set of cycling routes in Slovenia, generated from OpenStreetMap geographical data (version: 23rd September 2022) and EU-DEM elevation data. It consists of 152659 nodes representing individual road intersections and 410922 edges representing the roads between them. The data is enriched with individual node locations in a form of a MongoDB collection.
DOI: 10.25955/5f93db6ccc260
title: Challenges for ECRs in STEMM - focus group discussion transcript

description: This is a transcript of the focus group discussion held as part of my PhD project. The main purpose of the focus group was to check the survey questionnaire for readability and clarity and to determine whether all the main areas of concern had been covered.Participants were seven ECRS from four universities and one research institute in Sydney, drawn from four disciplines.
DOI: 10.6084/m9.figshare.25977025.v1
title: Processed and extracted T cell scRNA-seq lung adenocarcinoma datasets

description: Contains re/processed and extracted T cell scRNA-seq data from publicly available sources:Bischoff P, Trinks A, Obermayer B, Pett JP, Wiederspahn J, <i>et al</i>. Single-cell RNA sequencing reveals distinct tumor microenvironmental patterns in lung adenocarcinoma. Oncogene. 2021 Dec;40(50):6748-6758. doi: 10.1038/s41388-021-02054-3. Epub 2021 Oct 18. PMID: 34663877; PMCID: PMC8677623.Laughney, A.M., Hu, J., Campbell, N.R. <i>et al.</i> Regenerative lineages and immune-mediated pruning in lung cancer metastasis. <i>Nat Med</i> <b>26</b>, 259–269 (2020). https://doi.org/10.1038/s41591-019-0750-6(HTAN MSK) Chan, Joseph M., et al. "Signatures of plasticity, metastasis, and immunosuppression in an atlas of human small cell lung cancer." <i>Cancer cell</i> 39.11 (2021): 1479-1496.<br>
DOI: 10.6084/m9.figshare.5126407.v1
title: Supplementary Material for: Regulator of G Protein Signaling Transcript Expression in Human Neural Progenitor Differentiation: R7 Subfamily Regulation by DNA Methylation

description: G protein-coupled receptors (GPCRs) and their ligands are critical regulators of neural progenitor differentiation, and GPCR signaling pathways are regulated by regulator of G protein signaling (RGS) proteins. RGS protein expression is dynamically regulated, and we have recently described the epigenetic regulation of RGS transcript expression. Given the potential of RGS proteins to regulate GPCR signaling and the established role of epigenetic regulation in progenitor differentiation, we explored the impact of epigenetic regulation of RGS transcripts during in vitro differentiation of human neural progenitors. Here, we demonstrate robust upregulation of the RGS transcripts RGS4, RGS5, RGS6, RGS7, and RGS11 during neuronal differentiation, while DNA methyltransferase (DNMT) and histone deacetylase enzyme expression is suppressed during differentiation. Transcripts encoding R7 subfamily RGS proteins and the R7-binding partners R7BP and R9AP showed the greatest upregulation. Further, we showed that direct pharmacological inhibition of DNMT activity enhances expression of RGS2, RGS4, RGS5, RGS6, RGS7, RGS8, RGS9L, RGS10, and RGS14 as well as R7BP and R9AP transcripts in progenitors, consistent with regulation by DNMTs. Our results reveal marked upregulation of RGS expression during neuronal differentiation and suggest that decreased expression of DNMT enzymes during differentiation contributes to upregulation. © 2014 S. Karger AG, Basel
DOI: 10.6084/m9.figshare.5372782.v4
title: LATEMO-E: A film database to elicit discrete emotions and evaluate emotional dimensions for Latin-Americans (supplementary material)

description: We developed two studies to construct LATEMO, an emotion-eliciting film database in Latin Spanish language. In study 1, we identified 70 film clips suggested by film experts and then 147 female and male evaluated them according to capacity to induct seven discrete emotional states: disgust, amusement, anger, fear, neutral, tenderness and sadness. Based on pre-defined cut-off values, in study 2, we select the 28 best films-clips (four film-clips for each emotional category) and then 106 participants evaluated them according to dimensional (valence and arousal) and discreteness (intensity, certainty, and control) indexes of emotion with a post-emotion eliciting questionnaire, generated for this purpose. We obtained an optimal audio-visual tool in Latin Spanish language to study emotions experimentally and to explore cognition-emotion interactions.
DOI: 10.6084/m9.figshare.16574822.v2
title: Global Estimates of the Extent and Production of Macroalgal Forests [Supplementary information]

description: Global potential distribution of benthic and intertidal macroalgae (Rhodophyta and Phaeophyceae) inferred with mechanistic and correlative niche modelling. Data is provided as georeferenced high-resolution tif files.
DOI: 10.6084/m9.figshare.23605977.v2
title: Use of smartphone in Medical Students

description: This is a systematic review
DOI: 10.6084/m9.figshare.24463426.v2
title: <b>Data for: Zoey R Neale and Volker HW Rudolf. 2023. Differences in thermal responses of feeding rates can reshuffle predator hierarchies</b>

description: This is data and code used in paper: Zoey Neale and Volker HW Rudolf. 2023. Differences in thermal responses of feeding rates can reshuffle predator hierarchies. <i>In preperation</i>.It contains data collected on the number of <i>Daphnia pulex</i> consumed by six insect predator species exposed to a temperature gradient, as well as data on predator survivorship when exposed to a temperature gradient. Data includes temperature treatment, temporal bock (trial), water bath ID, location in water bath, predator species, the number of surviving <i>D. pulex </i>at the end of the feeding rate trial, and the number of surviving predators at the end of the heat tolerance trial. Code files include all statistical analyses performed in the corresponding paper.See readme file for detailed descriptions of data and code.
DOI: 10.6084/m9.figshare.7929119.v1
title: gVCF_HG02309

description: 1000 Genomes gVCF mapped to hs37d5 for HG02309. Complete collection: https://doi.org/10.6084/m9.figshare.c.4414307
DOI: 10.6084/m9.figshare.c.3717175_d4.v1
title: Additional file 4: File S3. of MicroRNA categorization using sequence motifs and k-mers

description: PhyloXML formatted phylogenetic tree: This file can be directly uploaded to Itol or other phylogenetic tree viewers for further analysis. (TXT 7Â kb)
DOI: 10.17632/5g5scfhmkj
title: Rats synchronize predictively to metronomes, Rajendran, et al. 2024

description: Rats were trained to synchronize to metronomes, with a tempo chosen randomly on each trial between 0.5 and 2 Hz. The raw data here are from 8 rats trained on this task. The code included here includes the code to implement the model described in the article, and code to generate the figures. Please see the article for a detailed description of the methods.
DOI: 10.6084/m9.figshare.11806545.v1
title: Supplementary Material for: Feasibility and Safety of Endoscopic Submucosal Dissection for Recurrent Rectal Lesions that after Transanal Endoscopic Microsurgery: A Case Series

description: <b><i>Objectives:</i></b> Recently, several studies have demonstrated the usefulness of endoscopic submucosal dissection (ESD) for residual or locally recurrent colorectal lesions after endoscopic treatment. However, the feasibility of ESD for recurrent rectal lesions after transanal endoscopic microsurgery (TEM) has not been fully investigated. In this study, we evaluated the feasibility and safety of ESD for recurrent rectal lesions after TEM. <b><i>Methods:</i></b> The treatment outcomes of 10 lesions in 9 patients, who underwent ESD between January 2006 and March 2018 for recurrent rectal lesions after transanal endoscopic microsurgery, were evaluated. <b><i>Results:</i></b> All lesions were successfully resected en bloc, and the R0 resection rate was 90%. The median size of the resected specimens and lesions (range) was 44 mm (21–70) and 27.5 mm (5–60), respectively. The pathological diagnoses included 4 adenomas and 6 cancerous lesions. The cancerous lesions included 5 cases of mucosal cancer and 1 case of superficial submucosal invasive cancer (depth of submucosal invasion &lt;1,000 μm from the muscularis mucosae). No adverse events occurred. There was no recurrence during the follow-up period. <b><i>Conclusions:</i></b> ESD for recurrent rectal lesions after TEM by expert’s hands appears to be safe and feasible.
DOI: 10.6084/m9.figshare.14812848.v1
title: Jute genome sequencing: an Indian initiative

description: This dataset pertains to whole genome shot-gun (WGS) sequencing of <i>Corchorus olitorius</i> cv. JRO-524 (Navin), a pioneering Indian tossa jute variety. The JRO-524 draft genome (DDBJ/EMBL/GenBank: LLWS00000000.1; SRA: SRX1506532; BioProject: PRJNA278717) was assembled using Illumina MiSeq platform (merged 2 x 250 bp overlapping sequence reads) and comprised 52,371 contigs with total assembly size of 377,376,943 bp. The JRO-524 repeat library was constructed by searching for MITEs and LTRs followed by <i>de-novo </i>identification and collection of most repetitive sequences by RepeatModeler v1.0.10. For genome annotation using RNA-Seq evidence, the genome was soft-masked for all known and unknown repeats using RepeatMasker v4.0.7 followed by alignment with 454 RNA-Seq reads (DDBJ/EMBL/GenBank TSA: GFDJ00000000.1; SRA: SRR5145920) of <i>C. olitorius</i> cv. Sudan Green, one of the parents of JRO-524. Genes were predicted using WebAUGUSTUS with intron hints from RNA-Seq alignments and <i>Theobroma cacao</i> as the closest species of <i>C. olitorius</i>, functionally annotated using the pipeline (blastx, GO mapping, annotation, InterProScan and GO Slim) as implemented in Blast2GO/OmicsBox and summarized for GO functional annotations and classifications using WEGO 2.0. Non-coding RNAs were identified using Infernal v1.1.2 by querying the Rfam database, while the distributions of simple sequence repeats (SSRs) were analyzed by GMATA v2.2.1. Genome assembly and annotation completeness was assessed by Benchmarking Universal Single Copy Orthologs (BUSCO) scores (lineage dataset: eudicotyledons_odb10). All gene prediction and functional annotation data together with BUSCO results and other source files are reposited here.