cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.23694795.v1
title: Data Sheet of Arterial Blood Gas in Acute Bronchiolitis.xlsx

description: <strong>Objectives: </strong>To compare the changes in arterial blood gas (ABG) in infants diagnosed with acute bronchiolitis and infants without acute bronchiolitis. <strong>Study Design: </strong>Case control study. <strong>Place and Duration of study: </strong>This study was conducted over a period of 6 months at the pediatric unit, Mardan Medical Complex, Mardan, Pakistan, from 1st July 2022 to 31st December 2022. <strong>Methods: </strong>A total of 60 infants were selected for the study. Out of these, 30 infants diagnosed with acute bronchiolitis were included in the case study group while 30 infants not diagnosed with acute bronchiolitis were included in the control group. All the demographics and clinical findings were recorded for the infants with acute bronchiolitis. ABG parameters including pCO2, pH, SatO2 and SpO2 were analyzed for both the groups. The primary outcome was set as changes in ABG in infants with acute bronchiolitis compared to control group. <strong>Results: </strong>The Mean±SD of age in this study was 5.4±2.06 months with an age of 1-10 months. Male gender was 55% while female gender was 45%. The comparison of ABG between the study group and control group shows a statistically significant difference in pCO2 (40.29±5.01 Vs 34.01±2.60, p=0.00), pH (7.41±0.02 Vs 7.43±0.01, p=0.00), SatO2 (89.16±3.55 Vs 94.01±2.42, p=0.00) and SpO2 (93.83±1.68 Vs 95.83±1.46, p=0.00) indicating the patterns of ABG in patients suffering from acute bronchiolitis. <strong>Conclusions:</strong> Patterns of changes in ABG gives objective measures for evaluating respiratory decompensation in infants with acute bronchiolitis. <strong>Keywords:</strong> Acute bronchiolitis, Arterial blood gas, pCO2.
DOI: 10.6084/m9.figshare.26021863.v1
title: Ethical Approval

description: ethical approval
DOI: 10.6084/m9.figshare.28090595.v1
title: bank_survey_formatted.csv

description: <br>**1. Bank Survey Formatted Dataset (bank_survey_formatted.csv)**This dataset presents the survey responses in a human-readable, formatted version with categorical variables properly labeled. It contains 580 observations with the following variables:<br>- ID: Unique identifier for each respondent (Integer: 1-580)- Age: Respondent's age in years (Range: 18-65)- Education: Educational attainment categorized into five levels (High School, Diploma, Bachelor's Degree, Master's Degree, Doctorate)- Income: Annual income in USD, formatted with dollar signs and commas (e.g., "$45,000")- ValueAddedServices: Perception of bank's additional services (5-point Likert: Strongly Disagree to Strongly Agree)- Reputation: Assessment of bank's reputation (5-point Likert: Strongly Disagree to Strongly Agree)- PerceivedCosts: Evaluation of banking costs (5-point Likert: Very Low to Very High)- PerceivedRisk: Assessment of banking risks (5-point Likert: Very Low to Very High)- PreferredBank: Customer's bank choice (Categorical: Public Bank or Private Bank)<br>This version is ideal for:- Data visualization- Report generation- Stakeholder presentations- Descriptive statistics<br>**2. Bank Survey Numeric Dataset (bank_survey_numeric.csv)**This dataset contains the same information but in numeric format, optimized for statistical analysis. It includes 580 observations with these variables:<br>- ID: Unique identifier (Integer: 1-580)- Age: Numeric age (Integer: 18-65)- Education: Numeric education level (1=High School, 2=Diploma, 3=Bachelor's, 4=Master's, 5=Doctorate)- Income: Raw income values without formatting (Integer)- ValueAddedServices: Numeric Likert responses (1-5)- Reputation: Numeric Likert responses (1-5)- PerceivedCosts: Numeric Likert responses (1-5)- PerceivedRisk: Numeric Likert responses (1-5)- PreferredBank: Binary outcome (0=Public Bank, 1=Private Bank)<br>This version is optimal for:- Statistical modeling- Binary logistic regression- Correlation analysis- Machine learning applicationsBoth datasets maintain consistent information but serve different purposes in the analysis pipeline. The formatted version enhances readability and presentation, while the numeric version facilitates statistical computations and modeling. Together, they provide a complete framework for analyzing customer bank preferences while maintaining data integrity and analytical flexibility.
DOI: 10.17632/2wjt9d5xdv
title: Reddit Threads

description: Conversas entre pessoas (comentários) de diversas threads na rede social Reddit.
DOI: 10.6084/m9.figshare.25293496.v1
title: Climatic data from nearest weather stations

description: Data extracted on February 19th 2024, from this website : https://climate.weather.gc.ca/historical_data/search_historic_data_e.htmlData used in table 1 and map of manuscript. Citation of this data : Environment and Climate Change Canada. 2024. Historical Climate Data.. Accessed 19 Feb 2024.a glossary for the variable may be found there : https://climate.weather.gc.ca/glossary_e.html
DOI: 10.6084/m9.figshare.6204809.v1
title: Biological market effects predict cleaner fish strategic sophistication

description: Here, we provide evidence that intraspecific variation in the strategic sophistication of “cleaner” fish Labroides dimidiatus in laboratory experiments correlates with small scale / between-years variation in their intra- and interspecific social environment.
DOI: 10.6084/m9.figshare.8360408.v1
title: Diagnostics.xlsx

description: The newly inaugurated research database for Electrocardiogram (ECG) signals, which was created under the auspices of Chapman University and Shaoxing People's Hospital (Shaoxing Hospital Zhejiang University School of Medicine), aims to conduct the study of cardiovascular biomedical signals via extensive computer simulations. Certain types of cardiovascular conditions, such as atrial fibrillation, have wide and severe impact on public health, quality of life, and medical expenditures. The non-invasive test, the long term ECG monitor is a major and vital diagnosis tool for detecting such conditions. However, such practice generates considerable amount of data, and presents itself as very challenging since analyzing by experts in the field can be dramatic consumption of time and cost. As such, obtaining the correct and most efficient diagnosis algorithm is of great important to public health. Thanks to the development of modern machine learning and statistical analysis, the more data with creditable labels are available, the better algorithm will be achieved. Thus, we propose this dataset contains 10,646 patients 12-lead ECGs with 500 Hz sampling rate and including 11 common rhythms and 67 conditions, which are labeled by professional experts. The dataset can be widely applied for artificial intelligence or machine learning algorithm research, arrhythmia and other cardiovascular conditions analysis, biomedical signal study, and cluster or classification statistical study.
DOI: 10.25405/data.ncl.13242152.v1
title: M.E. Jarvis et al. 2019: Radio Images, IFU cube and [O III] maps for J1000+1242

description: This relates to: M.E. Jarvis et al. 2019, MNRAS, 485, 2710, "Prevalence of radio jets associated with galactic outflows and feedback from quasars". Available on the pre-print archive: arxiv.org/abs/1902.07727<br>This contains:- The Low Resolution ("LR") image and High Resolution ("HR") image from the Very Large Array (VLA) (see Table 3 and Section 3.1)- The eMERLIN image (see Section 3.2).- The IFU data cubes used, GMOS+VIMOS (see Section 3.3)- One file containing the four [O III] maps as four separate fits extensions (SNR, v50, W80 and A; see Section 4.2) for both the VIMOS and GMOS data. Note the units for the v50 and W80 maps is angstroms.<br>The details of how the images, data cubes and maps were produced are in the paper. The data files also contain extensive meta-data in the header following the standard for astronomical images.
DOI: 10.6084/m9.figshare.14284234.v1
title: Marital violence precipitating/intensifying elements during the Covid-19 pandemic

description: Abstract The study aims to identify marital violence precipitating/intensifying elements during the COVID-19 pandemic. This is a narrative review of the literature, and the search was carried out in May 2020. We employed the PubCovid-19 platform, which is indexed in the United States National Library of Medicine (PubMed) and the Excerpta Medica (EMBASE) database. English descriptors “Domestic violence”, “COVID-19”, and “Intimate Partner Violence” were used in the search, and nine papers were selected for full-text reading. Three empirical categories were elaborated from the exploration of the selected material: Economic instability, Alcohol and other drugs use/abuse, and Weaker women’s support network. Support networks for women in situations of marital violence should be expanded in this pandemic context, with emphasis on the use of digital technologies as possible tools for screening pandemic-related violence cases.
DOI: 10.6084/m9.figshare.1441255.v1
title: Books Dataset

description: This database contains information about books gathered with help of Google Books API. The database contains 7 different tables where 3 of them are only to relate the other tables together. Tables: Books contains 1062 records. Authors contains 1595 records. Categories 109 records. Metadata 37 records. MD5 (GBooks_2015-06-09.sql) = bfd09094d0e123e668b2e58332b1a98b
DOI: 10.6084/m9.figshare.25460410.v1
title: Data and R code for a study regarding how nutrient enrichment afftects soil biodiversity and ecosystem function.

description: In the Rawdata file, the definitions of abbreviations of parameters can be found below:MineralN: mineral nitrogen; AvailableP: available phosphorus; LabileC: labile carbon; Bacterialdiversity: bacterial diversity; Fungaldiversity: fungal diversity; Nematodediversity: total nematode diversity; BFdiversity: bacterivorous nematode diversity; FFdiversity: fungivorous nematode diversity; PFdiversity: plant-parasite nematode diversity; OMdiversity: omnivorous nematode diversity; PRdiversity: predaceous nematode diversity; Microbialdiversity: microbial diversity; Microbivorediversity: microbivorous nematode diversity; Preydiversity: prey diversity; Predatordiversity: predator diversity; Bacterialbiomass: bacterial biomass; Fungalbiomass: fungal biomass; BaFu: bacterial to fungal biomass ratio; GP: Gram-positive bacterial biomass; GN: Gram-negative bacterial biomass; GPGN: Gram-positive to negative bacterial biomass ratio; SOCStorage: soil total carbon; Nstorage : soil total nitrogen; Sugardegradation: sugardegradation ; Chitindegradation: chitindegradation; Lignindegradation: lignindegradation; Polymerdegradation: polymerdegradation; Pmineralization: phosphorus mineralization; SOCdecompositionpotential: alkyl:O-alkyl; Microbialactivity: microbial activity ; MBC: microbial biomass carbon; MBN: microbial biomass nitrogen; MBP: microbial biomass phosphorus; Aggregatestability: aggregate stability; Parasiteresistance: resistance to parasite; Multifunction: multifunctionality; EMF3: multifunctionality at 30% threshold; EMF5: multifunctionality at 50% threshold; EMF7: multifunctionality at 70% threshold <br>
DOI: 10.6084/m9.figshare.28447463.v1
title: Multi-language Security Patch Dataset

description: The multi-language security patch dataset contains 1253 multi-file multi-language security patches and 1545 single-file multi-language security patches from MITRE. They have been stored in two CSV files respectively. The multi-multi.csv stores the metadata and the fixing pattern of each multi-file multi-language security patch. The single-multi.csv stores the metadata and the embedded language of each single-file multi-language security patch. To retrieve the patch file, we can replace the owner, repo, and commit_id in the following URL https://github.com/{owner}/{repo}/commit/{commit_id}.patch.
DOI: 10.6084/m9.figshare.4570060.v1
title: Supplementary Material for: Dynamic Amygdala Influences on the Fronto-Striatal Brain Mechanisms Involved in Self-Control of Impulsive Desires

description: Human decisions are guided by a variety of motivational factors, such as immediate rewards, long-term goals, and emotions. We used functional magnetic resonance imaging to investigate the dynamic functional interactions between the amygdala, the nucleus accumbens, and the prefrontal cortex that underlie the influences of emotions, desires, and rationality on human decisions. We found that increased functional connectivity between the amygdala and the nucleus accumbens facilitated the approach of an immediate reward in the presence of emotional information. Further, increased functional interactions of the anteroventral prefrontal cortex with the amygdala and the nucleus accumbens were associated with rational decisions in dilemma situations. These findings support previous animal studies by demonstrating that emotional signals from the amygdala and goal-oriented information from prefrontal cortices interface in the nucleus accumbens to guide human decisions and reward-directed actions.
DOI: 10.6084/m9.figshare.7675985.v2
title: The cell-cycle transcriptional network generates and transmits a pulse of transcription once each cell cycle

description: Multiple studies have suggested the critical roles of cyclin-dependent kinases (CDKs) as well as a transcription factor (TF) network in generating the robust cell-cycle transcriptional program. However, the precise mechanisms by which these components function together in the gene regulatory network remain unclear. Here we show that the TF network can generate and transmit a “pulse” of transcription independently of CDK oscillations. The premature firing of the transcriptional pulse is prevented by early G1 inhibitors, including transcriptional corepressors and the E3 ubiquitin ligase complex APC<sup>Cdh1</sup>. We demonstrate that G1 cyclin-CDKs facilitate the activation and accumulation of TF proteins in S/G2/M phases through inhibiting G1 transcriptional corepressors (Whi5 and Stb1) and APC<sup>Cdh1</sup>, thereby promoting the initiation and propagation of the pulse by the TF network. These findings suggest a unique oscillatory mechanism in which global phase-specific transcription emerges from a pulse-generating network that fires once-and-only-once at the start of the cycle.
DOI: 10.6084/m9.figshare.12521198.v1
title: JVASP-15391 to JVASP-15977

description: JARVIS-DFT input/output files
DOI: 10.6084/m9.figshare.19235745.v1
title: The impact of environmental habitats and diets on the gut microbiota diversity of true bugs (Hemiptera: Heteroptera)

description: Insects are generally associated with gut bacterial communities that benefit the hosts with respect to diet digestion, limited resource supplementation, pathogen defense and ecological niche expansion. Heteroptera (true bugs) represents one of the largest and most diverse insect lineages and are comprised of species consuming different diets and inhabit in various ecological niches of even extended to below the water. However, the bacterial symbiotic associations were characterized for those basically restricted to herbivorous stink bugs of the infraorder Pentatomomorpha. The gut microbiota associated with the megadiverse heteropteran lineages and the implications with ecological and diet variance remains largely unknown. Here, we conducted a bacterial 16S rRNA amplicons sequencing of the gut microbiota across 30 species of true bugs representative for different ecological niches and diets. It was revealed that Proteobacateria and Firmicute were the predominant bacterial phyla. Environmental habitats and diets coordinately contributed to the diversity of gut bacterial community of true bugs. True bugs living in aquatic environment harbor multiple bacterial taxa that are not present in their terrestrial counterparts. Carnivorous true bugs possessed distinct gut microbiota comparing to phytophagous species. Particularly, assassin bugs of the family Reduviidae possessed a characterized gut microbiota predominantly comprised of one Enterococcus and/or another Proteobacteria, implying a specific association between gut bacteria and host. Overall, our findings highlight the importance of comprehensive surveillance of gut microbiota association with true bugs for understanding of molecular mechanisms underpinning insect-bacteria symbiosis.<br>
DOI: 10.6084/m9.figshare.20278293.v5
title: Species richness and biomass

description: We conduct a meta-analysis including multiple resource enrichment experiments data. Previously published data (Band et al. 2022) were used in our study.
DOI: 10.6084/m9.figshare.26104726.v1
title: Supplemental Tables from Phylogenomics recovers multiple origins of portable case-making in caddisflies (Insecta: Trichoptera), nature’s underwater architects

description: Supplemental tables for "Phylogenomics recovers multiple origins of portable case-making in caddisflies (Insecta: Trichoptera), nature's underwater architects"
DOI: 10.17632/6svtk5ck66
title: Do Investors Emotions Contribute to Equity Market Anomalies? Addressing the Empirical Gap using Machine Learning Models

description: The study explores the relationship between investor emotions and stock market anomalies in the Indian financial landscape, examining both regular and irregular market occurrences. By utilizing mixed methods, the study uses an LSTM model for anomaly detection and sentiment analysis from Twitter data. It also includes regression analysis to measure the influence of public sentiment on stock prices. The results suggest that investor emotions play a significant role in market anomalies during extraordinary events like the 2008 financial crisis and the demonetization initiative in 2016, but have a lesser effect during expected, repetitive events. The study stands out for its empirical investigation of emotional finance theory to uncover the reasons behind stock market anomalies in India, an area that has not been thoroughly examined before. This research has two main implications: it questions the Efficient Market Hypothesis and provides suggestions for regulatory measures and investment strategies that consider emotional influences on market behavior.
DOI: 10.6084/m9.figshare.16378416.v1
title: Data Analysis from: Altmetric Analysis of COVID-19 Research Published in 2020

description: The Dimensions and Altmetric.com databases are used as tools for the analysis of scientific production and the online attention received.
DOI: 10.6084/m9.figshare.28886669.v6
title: Breaking the Riemann Hypothesis: A Quantum-Mechanical Proof Unveiled

description: In this groundbreaking paper, we present a novel quantum-mechanical approach to prove the Riemann Hypothesis, one of mathematics' most enduring mysteries. By mapping prime numbers to quantum states and using a Hermitian Hamiltonian with arithmetic weights, we demonstrate that all non-trivial zeros of the zeta function lie on the critical line (Re(s) = 1/2). This analytical proof leverages Fourier-tuned frequencies and offers a fresh perspective on number theory. Join us in exploring this potential milestone in mathematical history!
DOI: 10.17632/wbtb7gcx75
title: NLOM — a program for nonlocal optical model calculations

description: Abstract A FORTRAN program NLOM for nonlocal optical model calculations is described. It is based on a method recently developed by Kim and Udagawa, which utilizes the Lanczos technique for solving integral equations derived from the nonlocal Schrödinger equation. Title of program: NLOM Catalogue Id: ACHU_v1_0 Nature of problem It calculates the elastic scattering cross sections of a projectile (either a nucleus or a nucleon) with spin, 0 or 1/2 scattered by a non- local potential on the basis of the optical model. Versions of this program held in the CPC repository in Mendeley Data ACHU_v1_0; NLOM; 10.1016/0010-4655(92)90080-I This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.25378/janelia.24565837.v3
title: <b>jGCaMP8 transgenic mice</b>

description: The GENIE Project Team at HHMI Janelia Research Campus have developed and characterized multiple transgenic mice expressing jGCaMP8s and jGCaMP8m and deposited the lines at The Jackson Laboratory (JAX). jGCaMP8s and jGCaMP8m are genetically encoded calcium indicators with fast kinetics (~5 fold shorter rise time) than jGCaMP7f and high sensitivity (2X higher 1AP SNR) than jGCaMP7s (see https://doi.org/10.1038/s41586-023-05828-9 for details). This white paper provides updates on developments in each transgenic mouse line and how to obtain them.The novel mouse lines include:<b>1) Tetracycline‐controlled transactivator protein (tTA)-dependent expression</b>JAX 037717 TetO‐jGCaMP8s<b>2)</b><b> </b><b>Cre recombinase-dependent expression</b>JAX 037718 TIGRE2‐jGCaMP8m‐IRES‐tTA2‐WPREJAX 037719 TIGRE2‐jGCaMP8s‐IRES‐tTA2JAX 037952 TIGRE2-jGCaMP8s-IRES-tTA2-WPREJAX 039267 TIGRE2‐RiboL1-jGCaMP8s‐IRES‐tTA2Browsable 3D histology volumes can be found here.<br>
DOI: 10.6084/m9.figshare.1353970.v1
title: Gabor et al. Bd, CORT and behavior data

description: These are the data sets for our Gabor et al. 2105 PlosOne paper
DOI: 10.17632/ktpzmk93yg
title: Paradkar et al 2024 Western Blot Images

description: Original western blot images of Figure 2A, Figure 4D, Figure 5C, Supplementary Figure 1A, 2A, 6A from Paradkar et al 2024. The first lane (left lane) is the SeeBlue Plus2 Pre-stained Protein Standard (ThermoFisher Scientific, Cat#LC5925) or the HiMark Pre-stained Protein Standard (ThermoFisher Scientific, Cat#LC5699) in case of Supplementary Figure 1A. Other experimental details and sample names are available here and in the original publication.
DOI: 10.17632/ws8gbhtntj
title: Data for: ORGANIZATIONAL INNOVATION IN EMERGING MARKET CATEGORIES: EXPLORING THE INTERPLAY OF OPPORTUNITY, AMBIGUITY, AND INSTITUTIONAL CUES

description: This is the main dataset that we used to test our hypotheses as stated in this paper.