cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/cyd8k8kvhr
title: A tug-of-war in intraductal papillary mucinous neoplasms management: Comparison between 2017 International and 2018 European guidelines

description: The dataset includes data collected at the Division of Pancreatic Surgery of San Raffaele Scientific Institute, Milan, Italy and at HPB Disease Unit of Karolinska Hospital in Stockholm, Sweden.
Demographics, symptoms, clinical history, diagnostic work-up (including laboratory, radiologic and endoscopic data), type of surgery, and pathology data were prospectively collected. All patients were preoperatively discussed in conference [14] . High-risk stigmata (HRS) and worrisome features (WF) of IG and absolute indications (AI) and relative indications (RI) of EG were retrospectively applied. HRS include jaundice, solid mass, main pancreatic duct (MPD) ≥10 mm, enhancing nodules ≥5 mm and cytology positive for high-grade dysplasia or adeno- carcinoma. WF include cyst size ≥30 mm, MPD size of 5–9 mm, pancreatitis, enhancing mural nodule &lt; 5 mm, thickened/enhancing cyst walls, abrupt change in MPD caliber, lymphadenopathy, serum levels of CA 19.9 &gt; 37 U/mL and cyst growth rate &gt; 5 mm/2 years. AI include jaundice, MPD ≥10 mm, enhancing nodules ≥5 mm, solid mass and cytology positive for high-grade dysplasia or adenocar- cinoma. RI include cyst size ≥40 mm, MPD size of 5–9.9 mm, pan- creatitis, enhancing mural nodule &lt; 5 mm, serum levels of CA-19.9 &gt; 37 U/mL, new onset of diabetes and cyst growth rate &gt; 5 mm/year.
DOI: 10.17632/3ghyz62x3f
title: franchising and stock price for food and beverage industry

description: This shows franchising proportion, franchisee numbers, stock price and financial characteristics of food and beverage companies in China. The companies incorporated in the dataset are all listed companies, so these information are public information. It's an unbalanced panel data. The Time column is sequenced in quarter. Diversity refers to the ratio of exports sales to the domestic sales.
DOI: 10.6084/m9.figshare.28827488.v1
title: Figure 10

description: FIGURE 1. The shortest path lengths achieved for the ε and δ parameters in grid search.
DOI: 10.17632/js6jkz7nnw
title: Swiss residential stock model_biogenic carbon storage

description: The model evaluates the carbon storage potential of the Swiss building stock through the use of bio-based materials in the construction and renovation of buildings in Switzerland.
DOI: 10.17632/xbpchksg3k
title: 3-Phase LCL-Filtered Grid-Connected VSC Modeling

description: This file is generated from a Matlab/Simulink 2020b. Please follow the instruction inside.
DOI: 10.17632/f22hz7hxbn
title: Dataset for study: ‘Efficiency in Building Energy Use: Pattern Discovery and Crisis Identification in Hot-Water Consumption data’

description: This dataset contains time-series data on energy consumption for hot-water preparation from 10 residential apartment buildings in Kaunas, Lithuania. These buildings are connected to the city's central district heating system. The data collection period varies across buildings, with the longest spanning 10 years, from 2011 to 2021. Measurements are recorded hourly and include parameters such as inlet and outlet water temperature, temperature difference, flow rate, and power. 

Additionally pre-processed dataset is added, where power consumption (kWh) for DHW preparation is recalculated into DHW volume (m3) using synthetic time series data for cold-water temperature (CWT). Power consumption is also normalised by the useful area of each building and presented as a mean value. Additional features such as quarter, month, day of year, hour, minute, weekday, day, is weekend/holiday are added during feature engineering process. Dataset includes quarantine severity level for specific periods ranging form 0-5, determined based on open Google Mobility data (https://www.google.com/covid19/mobility/). Moreover, 3 periods are separated indicating pre-COVID, COVID during official lockdown in Lithuania and COVID while lockdown was not in-place.
DOI: 10.17632/h4v878vgks
title: Bibliometric data of endocope on EGC.

description: This is a bibliometric data of endoscope on early gastric cancer over the past 20 years.
DOI: 10.17632/b2wxy5xpff
title: Data for: Effects of Prosocial Cartoon Models on Aggressive Cognitions and Aggressive Behaviors

description: This data is the raw data for aggressive cognitions and aggressive behaviors in regards to prosocial cartoons
DOI: 10.17632/gmz7435mpj
title: Data for: The Bitcoin Mining Breakdown: Is mining still profitable?

description: This dataset is composed of: · List of most powerful BTC mining equipment since 2009. · Calculations about power consumption and source code (Pyton) developed
DOI: 10.6084/m9.figshare.28786037.v1
title: Aeolian-fluvial interaction systems in South China

description: A critical mixed aeolian–fluvial succession for deciphering tectonic-climatic interactions in terrestrial sedimentary systems,
DOI: 10.6084/m9.figshare.11373984.v1
title: london_boroughs.geojson

description: Test
DOI: 10.17632/r73xs6kpbb
title: Remote severity assessment in atopic dermatitis: Validity and reliability of the remote EASI and SA-EASI [Supplementary material]

description: Supplementary data related to 'Remote severity assessment in atopic dermatitis: Validity and reliability of the remote EASI and SA-EASI' from Aviël Ragamin, Renske Schappin,  N. Tan Nguyen,  Anouk E.M. Nouwen, Lisanne F. Hoekstra, Marie L.A. Schuttelaar,  Suzanne G.M.A. Pasmans
DOI: 10.17632/td4k3rjmm7
title: Data for: Build it and they will come: The convening power of the SOLEIL Synchrotron facility
DOI: 10.6084/m9.figshare.23995941.v1
title: Behavioral and fNIRS results

description: The behavioral and fNIRS data for the parental feedback study
DOI: 10.17632/75fpyzpx9v
title: Data for: Temperature-Related Heart Rate in Water and Air and a Comparison to Other Temperature-Related Measures of Performance in the fiddler crab Uca pugilator

description: Study of effect of temperature on heart rate of fiddler crab Leptuca pugilator on heart rate in air and water.
DOI: 10.6084/m9.figshare.5126875.v1
title: Supplementary Material for: Die Funktionsanalyse in der Verhaltenstherapie

description: Die funktionale Betrachtung von psychischen Störungen ist allen Ansätzen gemein, die verhaltenstherapeutische Prinzipien nutzen. Allerdings variieren die Ansätze beträchtlich bezüglich der Aspekte, die sie in den Fokus der Funktionsanalyse stellen. Insbesondere die teleologische Betrachtung psychischer Symptome im Sinne der Zweckdienlichkeit problematischer Verhaltensweisen erweist sich häufig als außerordentlich wertvoll für Verständnis und Modifikation einer bestimmten Symptomatik. Der vorliegende Beitrag gibt einen Überblick über die Funktionsanalyse in der Tradition der Verhaltenstherapie sowie in neueren Ansätzen der sogenannten Dritten Welle und stellt Möglichkeiten zur Erschließung von Funktionalitäten im Rahmen des psychotherapeutischen Prozesses vor.
DOI: 10.6084/m9.figshare.5885224.v1
title: GHWR - Record - Const Thresh, EHF, ETCCDI, PDF, and SHI Methods

description: Daily binary (0/1) occurrence records of heatwaves/warm-spells using Constant Threshold, EHF, ETCCDI, PDF and SHI Methods for the entire globe between 1979 to 2017.
DOI: 10.17632/fhfd362y84
title: Data for: Evaluation of Consensus Scoring Methods for the Docking Programs AutoDock Vina, smina and idock

description: The results of screening 20 DUD-E targets with their associated ligands, as docked by AutoDock Vina, smina and idock. The results of screening 5 DUD-E targets with their associated ligands, as docked by AutoDock Vina, smina and idock, but with their exhaustiveness, or run length, increased by a factor of 10.
DOI: 10.17632/d372zrmdbw
title: Association of Reduced Major Depressive Disorder with Janus Kinase Inhibitors in Alopecia Areata: An International, Multicenter, Propensity-Score Matched Study

description: Supplementary Figure and Tables
DOI: 10.17632/kd9bjf244c
title: Precision Epitope-engineering in Hematopoietic Stem and Progenitor Cells enables CD123 CAR-T cell immunotherapy for acute myeloid leukemia_3

description: This dataset contains the raw FACS data of in vivo experiments with CART or AML used to generate the Figures in the paper titled "Precision Epitope-engineering in Hematopoietic Stem and Progenitor Cells enables CD123 CAR-T cell immunotherapy for acute myeloid leukemia".
DOI: 10.17632/4cbptmkrb8
title: Consumer perception AI-Enabled Healthcare

description: The file contains primary data collected from paper survey from greater Kolkata region in India. It holds variables and response based on consumer perception of AI enabled healthcare services in daily healthcare services. The responses are ordinal in nature and collected via paper survey.
DOI: 10.17632/cggxvfxc49
title: Secondary solid phase mixing in a circulating fluidized bed - part 3: size cases

description: Dataset consisting of transient Eulerian multiphase flow and mixing of a secondary, minor particle phase in a laboratory-scale circulating fluidized bed.
Data generation and related parameters are described in Nikku et al. (https://doi.org/10.1016/j.ces.2023.118503)

The data files are in different folders, depending on the material properties (cases correspond to those mentioned in the article, Table 2.). The case labeling is also described in the description file provided with the full dataset. The ASCII data files have the format of Ansys Fluent interpolate files (.ip) and they are given with 50 ms intervals (labeled in the filename) for the whole riser and the data files contain: 
x-coordinate, y-coordinate (vertical direction), z-coordinate, pressure, mp-1 (gas phase), mp-2 (bed material), mp-3 (secondary solid phase), x-velocity-1 (gas), y-velocity-1, z-velocity-1, x-velocity-2 (bed material), y-velocity-2, z-velocity-2, x-velocity-3 (secondary solid phase), y-velocity-3, z-velocity-3.
This third part of the data set contains the 10 transient cases (each) for 50, 250, 1000, and 5000 µm as well as 10 case averaged version.
DOI: 10.17632/sm5n4bgtf3
title: Supplement to Hypermethylated GRIA4, potential biomarker for an early non-invasive detection of metastasis of clinically known colorectal cancer

description: Data (data_4_GLMM.csv) and R script (report_LMM_for_GRIA4_methylation.R) to reproduce the analyses in Hypermethylated GRIA4, potential biomarker for an early non-invasive detection of metastasis of clinically known colorectal cancer by Lukacova E, Burjanivova T, Podlesniy P, Grendar M, Turyova E, Kasubova I, Laca L, Mikolajcik P, Kudelova E, Vanochova A, Miklusica J, Lasabova Z. The resulting report is in report_LMM_for_GRIA4_methylation.html.
DOI: 10.6084/m9.figshare.3523352.v1
title: Appendix A. A table showing published cases of plant–herbivore interactions used in the vote-counting analysis to assess the performance of phytophagous insects on experimentally water-stressed host plants.

description: A table showing published cases of plant–herbivore interactions used in the vote-counting analysis to assess the performance of phytophagous insects on experimentally water-stressed host plants.
DOI: 10.17632/5dhphhcns9
title: Gamification of E-Learning Apps via Acceptance Requirements Analysis: A Case Study on a Web-Based Mobile App Development Module

description: The following Goal Models are the models produced with Agon, during the Acceptance Requirements Analysis based on Gamification performed within the case study for the paper “Gamification of E-Learning Apps via Acceptance Requirements Analysis: A Case Study on a Web-Based Mobile App Development Module
DOI: 10.6084/m9.figshare.19588444.v1
title: Supplementary Material for: The Effects of Consuming <b><i>Cannabis</i></b> Flower for Treatment of Fatigue

description: <b><i>Objectives:</i></b> We measure for the first time how commercially available <i>Cannabis</i> flower products affect feelings of fatigue. <b><i>Methods:</i></b> A total of 1,224 people recorded 3,922 <i>Cannabis</i> flower self-administration sessions between June 6, 2016, and August 7, 2019, using the Releaf App. Usage sessions included real-time subjective changes in fatigue intensity levels prior to and following <i>Cannabis</i> consumption, <i>Cannabis</i> flower characteristics (labeled phenotype, cannabinoid potency levels), combustion method, and any potential experienced side effects. <b><i>Results:</i></b> On average, 91.94% of people experienced decreased fatigue following consumption with an average symptom intensity reduction of 3.48 points on a 0–10 visual analog scale (SD = 2.70, <i>d</i> = 1.60, <i>p</i> &lt; 0.001). While labeled plant phenotypes (“<i>C. indica</i>,” “<i>C. sativa</i>,” or “hybrid”) did not differ in symptom relief, people that used joints to combust the flower reported greater symptom relief than pipe or vaporizer users. Across cannabinoid levels, tetrahydrocannabinol, and cannabidiol levels were generally not associated with changes in symptom intensity levels. <i>Cannabis</i> use was associated with several negative side effects that correspond to increased feelings of fatigue (e.g., feeling unmotivated, couch-locked) among a minority of users (&lt;24% of users), with slightly more users (up to 37%) experiencing a positive side effect that corresponds to increased energy (e.g., feeling active, energetic, frisky, or productive). <b><i>Conclusions:</i></b> The findings suggest that the majority of patients experience decreased fatigue from consumption of <i>Cannabis</i> flower consumed in vivo, although the magnitude of the effect and extent of side effects experienced likely vary with individuals’ metabolic states and the synergistic chemotypic properties of the plant.
DOI: 10.17632/h7xs66d94x
title: Experiment of choice. Chile cheese

description: Choice experiment questionnaire. Social sustainability from the consumer's perspective.
DOI: 10.6084/m9.figshare.17126507.v4
title: Bizic_List_of_Representative_Species-Major_Phytoplankton_groups.pdf

description: List of phytoplankton species available in culture to be studied as representatives of major phytoplankton phylogenetic groups.
DOI: 10.6084/m9.figshare.11923647.v1
title: regional community dataset

description: The study covers a large area of natural forests in Northeastern China. The latitudinal and longitudinal ranges of the study region extend from 39–54°N (across 15 degree range) and 119–134°E (15 degree range), respectively. The climate varies from a middle temperate zone to a cool temperate zone. All these zones are characterized by strong seasonality with four distinctly different seasons. The main precipitation period is between July and September, and there is a harsh dry spring season. In the summer of 2017 and 2018, a total of 456 0.1-ha circlular (radius=17.84 m) forest plots were established in the region. All trees with a diameter at breast height (dbh) greater than 5 cm were identified, measured and mapped in each plot. To minimize the potentially bias resulting from uneven sampling coverage, we sampled a subset of plots to ensure even sampling coverage, leading to 262 plots. We used each of the forest plots and its nearest n neighbouring plots to define a particular regional community as a basis for calculating a species pool. In this study, the β-diversity is calculated in each regional community consisting of five or ten local plots (n=4, or 9, plus the focal plot in each case), respectively. Therefore, n+1 (i.e., 5 or 10) indicates the size of a regional community, and defines the spatial scale of each community (there are two scales: 5 and 10 plots).
DOI: 10.6084/m9.figshare.16458912.v1
title: 2003-12-22 10-32 Lake Okaro

description: A CTD cast on Lake Okaro<br><br><b>Quality control:</b> Calibration; Model; Sensor height (m)<br><br><b>Type of waterbody:</b> Lake<br><br><b>Variables:</b> Beam Transmission; Chlorophyll Fluorescence; Conductivity; Dissolved Oxygen Concentration; Dissolved Oxygen Saturation; Photosynthetically Active Radiation; Salinity; Specific Conductance; Water Temperature<br><br><b>Start date:</b> 2003-12-22<br><br><b>End date:</b> 2003-12-22<br><br><b>Lake:</b> Lake Okaro<br><br><b>Region:</b> Bay of Plenty<br><br>This dataset was originally hosted in the LERNZdb freshwater data repository that was developed as part of the Lake Ecosystem Restoration New Zealand (LERNZ) project run by the Environmental Research Institute at the University of Waikato, New Zealand. <br><br>In retrieving LERNZdb material you agree that you rely on the data at your own risk; the University of Waikato offers no warranty or representation that the data is fit for any particular purpose, or free from defects, and will not be liable for any losses or damages whatsoever including any indirect, special, incidental or consequential damages incurred by you arising out of the use of the database or in reliance on the data retrieved. You agree that data is not of a kind ordinarily supplied for personal or domestic purposes, and that the Consumer Guarantees Act 1993 does not apply.
DOI: 10.6084/m9.figshare.28694978.v1
title: Figures and Appendices

description: This exploratory case study examines the conditional input factors of an Integrated Lesson Study (ILS) model within a one-year university-level teacher education programme. The aim was to assess how compositional, contextual, and structural factors influence the professional learning processes of student teachers, including collaboration, research, teaching, observation, and reflection. Four Lesson Study (LS) teams, consisting of interns and teachers-in-training, participated in the study. Data were collected through questionnaires, in-depth interviews, and focus group discussions. Each LS team documented their ILS experience as a practical exercise within the framework of their master's thesis, which contributed to the data collection. The data were analysed deductively using the conceptual framework developed by Kager et al.[17], employing a comparative approach to identify both constraining and supportive factors. The analysis categorized the data into three levels: compositional (team member), structural (LS process), and contextual (organizational), in line with Kager’s framework [17].The study found that team composition, prior knowledge, teaching experience, and interpersonal relationships significantly affected professional learning. Support from teacher educators and school mentors, along with misalignments in support systems, also played a crucial role. Additionally, issues related to understanding the LS characteristics and the appropriate use of resources influenced the LS process. The findings suggest that the ILS model holds substantial potential for integrating the LS cycle within the context of school placements and master’s theses. However, effective implementation requires thorough preparation, including a deep understanding of the contingent input factors and their complex interrelationships. The study highlights the value of the ILS model for a one-year teacher training programme at the university level.
DOI: 10.17632/wxkw8gj55f
title: Data for: Benchmarking OECD Countries' Sustainable Development Performance: A Goal-Specific Principal Component Analysis Approach

description: The zip folder includes benchmark reports, raw and normalized data, PCA models and their outputs.
DOI: 10.6084/m9.figshare.15066027.v1
title: Supplementary Material for: Embitterment as a Specific Mental Health Reaction during the Coronavirus Pandemic

description: <b><i>Introduction:</i></b> Embitterment can occur as a reaction to perceived injustice. During the pandemic and restrictions in daily living due to infection risk management, a range of many smaller or severe injustices have occurred. <b><i>Objective:</i></b> The aim of this study is to investigate what characterizes persons with high embitterment, mental illness, embitterment and mental illness, and those without embitterment or mental health problems. <b><i>Methods:</i></b> We conducted an online survey including persons from the general population in November 2020 and December 2020, the phase during which a second lockdown took place, with closed shops, restaurants, cultural and activity sites. 3,208 participants (mean age 47 years) gave self-ratings on their present well-being, burdens experienced during the pandemic, embitterment, wisdom, and resilience. <b><i>Results:</i></b> Embitterment occurred among 16% of the sample, which is a high rate in comparison with 4% during pre-pandemic times. Embitterment was weakly correlated with unspecific mental well-being. There were more persons with embitterment than those with embitterment and a mental health problem. Persons with embitterment reported less coronavirus-related anxiety than persons without embitterment. However, embittered persons reported more social and economic burdens and more frequent experiences of losses (job loss and canceling of medical treatments). Embittered persons perceive their own wisdom competencies on a similar level as persons with mental health problems or persons without mental health problems. <b><i>Conclusion:</i></b> Embitterment is a specific potentially alone-standing affective state, which is distinguishable from general mental health and coping capacities (here: wisdom). The economic and social consequences of pandemic management should be carefully recognized and prevented by policy.
DOI: 10.17632/nzttnzt9vh
title: Raw data

description: Data was gathered on socioeconomic variables which urge rural poverty alleviation by using structured questionnaires. Nature of data is likert scale type of data in SPSS format in July, 2022.
DOI: 10.6084/m9.figshare.20220063.v1
title: SciSciNet_Link_NIH

description: SciSciNet_Link_NIH
DOI: 10.17632/hc6dwm6chm
title: Data for: Energized water: Evolution of water-energy nexus in the Spanish irrigated agriculture, 1950-2017

description: Model for the evolution of the Water-Energy Nexus in Spain
DOI: 10.17632/hktj5cv6m4
title: Data for: INCREASING COMPETENCE IN WOUND CARE: A CROSS-SECTIONAL STUDY TO EVALUATE USE OF A VIRTUAL PATIENT BY UNDERGRADUATE STUDENT NURSES

description: Evaluation by nursing students of a Virtual Patient designed to increase competence in chronic wound care. Students rated their perceived learning gains and the educational value of the virtual patient.
DOI: 10.6084/m9.figshare.24418369.v1
title: Density and Magnetic Field Asymmetric Kelvin-Helmholtz instability

description: This package includes all Data used for the Figures in the Paper. which is saved as Matlab save files. The Matlab visualization tools are also provided in this package.