cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/ms63y77fcf.3
title: Visual Continuous Time Preferences

description: This file compiles the different datasets used and analysis made in the paper "Visual Continuous Time Preferences". Both RStudio and Stata were used for the analysis. The first was used for descriptive statistics and graphs, the second for regressions. We join the datasets for both analysis.

"Analysis VCTP - RStudio.R" is the RStudio analysis.
"Analysis VCTP - Stata.do" is the Stata analysis.

The RStudio datasets are:
"data_Seville.xlsx" is the dataset of observations.
"FormularioEng.xlsx" is the dataset of control variables.

The Stata datasets are:
"data_Seville_Stata.dta" is the dataset of observations.
"FormularioEng.dta" is the dataset of control variables

Additionally, the experimental instructions of the six experimental conditions are also available:
"Hypothetical MPL-VCTP.pdf" is the instructions and task for hypothetical payment and MPL answered before VCTP.
"Hypothetical VCTP-MPL.pdf" is the instructions and task for hypothetical payment and VCTP answered before MPL.
"OneTenth MPL-VCTP.pdf" is the instructions and task for BRIS payment and MPL answered before VCTP.
"OneTenth VCTP-MPL.pdf" is the instructions and task for BRIS payment and VCTP answered before MPL.
"Real MPL-VCTP.pdf" is the instructions and task for real payment and VCTP answered before MPL.
"Real VCTP-MPL.pdf" is the instructions and task for real payment and VCTP answered before MPL.
DOI: 10.17632/ms63y77fcf.4
title: Visual Continuous Time Preferences

description: This file compiles the different datasets used and analysis made in the paper "Visual Continuous Time Preferences". Both RStudio and Stata were used for the analysis. The first was used for descriptive statistics and graphs, the second for regressions. We join the datasets for both analysis.

"Analysis VCTP - RStudio.R" is the RStudio analysis.
"Analysis VCTP - Stata.do" is the Stata analysis.

The RStudio datasets are:
"data_Seville.xlsx" is the dataset of observations.
"FormularioEng.xlsx" is the dataset of control variables.

The Stata datasets are:
"data_Seville_Stata.dta" is the dataset of observations.
"FormularioEng.dta" is the dataset of control variables

Additionally, the experimental instructions of the six experimental conditions are also available:
"Hypothetical MPL-VCTP.pdf" is the instructions and task for hypothetical payment and MPL answered before VCTP.
"Hypothetical VCTP-MPL.pdf" is the instructions and task for hypothetical payment and VCTP answered before MPL.
"OneTenth MPL-VCTP.pdf" is the instructions and task for BRIS payment and MPL answered before VCTP.
"OneTenth VCTP-MPL.pdf" is the instructions and task for BRIS payment and VCTP answered before MPL.
"Real MPL-VCTP.pdf" is the instructions and task for real payment and VCTP answered before MPL.
"Real VCTP-MPL.pdf" is the instructions and task for real payment and VCTP answered before MPL.
DOI: 10.17632/ms63y77fcf.1
title: Visual Continuous Time Preferences

description: This file compiles the different datasets used and analysis made in the paper "Visual Continuous Time Preferences". Both RStudio and Stata were used for the analysis. The first was used for descriptive statistics and graphs, the second for regressions. We join the datasets for both analysis.

"Analysis VCTP - RStudio.R" is the RStudio analysis.
"Analysis VCTP - Stata.do" is the Stata analysis.

The RStudio datasets are:
"data_Seville.xlsx" is the dataset for the Lab experiment.
"data_Honduras.xlsx" is the dataset for the Field experiment.
"data_HighSchools.Rdata" is the dataset for the School experiment.
"FormularioEng.xlsx" is the dataset of control variables for the Lab experiment.

The Stata datasets are:
"data_Seville_Stata.dta" is the dataset for the Lab experiment.
"data_Honduras_Stata.csv" is the dataset for the Field experiment.
"data_HighSchools_Stata.csv" is the dataset for the School experiment.
"FormularioEng.dta" is the dataset of control variables for the Lab experiment.
DOI: 10.17632/ms63y77fcf.2
title: Visual Continuous Time Preferences

description: This file compiles the different datasets used and analysis made in the paper "Visual Continuous Time Preferences". Both RStudio and Stata were used for the analysis. The first was used for descriptive statistics and graphs, the second for regressions. We join the datasets for both analysis.

"Analysis VCTP - RStudio.R" is the RStudio analysis.
"Analysis VCTP - Stata.do" is the Stata analysis.

The RStudio datasets are:
"data_Seville.xlsx" is the dataset for the Lab experiment.
"data_Honduras.xlsx" is the dataset for the Field experiment.
"data_HighSchools.Rdata" is the dataset for the School experiment.
"FormularioEng.xlsx" is the dataset of control variables for the Lab experiment.

The Stata datasets are:
"data_Seville_Stata.dta" is the dataset for the Lab experiment.
"data_Honduras_Stata.csv" is the dataset for the Field experiment.
"data_HighSchools_Stata.csv" is the dataset for the School experiment.
"FormularioEng.dta" is the dataset of control variables for the Lab experiment.
DOI: 10.17632/ms63y77fcf.5
title: Visual Continuous Time Preferences

description: This file compiles the different datasets used and analysis made in the paper "Visual Continuous Time Preferences". Both RStudio and Stata were used for the analysis. The first was used for descriptive statistics and graphs, the second for regressions. We join the datasets for both analysis.

"Analysis VCTP - RStudio.R" is the RStudio analysis.
"Analysis VCTP - Stata.do" is the Stata analysis.

The RStudio datasets are:
"data_Seville.xlsx" is the dataset of observations.
"FormularioEng.xlsx" is the dataset of control variables.

The Stata datasets are:
"data_Seville_Stata.dta" is the dataset of observations.
"FormularioEng.dta" is the dataset of control variables

Additionally, the experimental instructions of the six experimental conditions are also available:
"Hypothetical MPL-VCTP.pdf" is the instructions and task for hypothetical payment and MPL answered before VCTP.
"Hypothetical VCTP-MPL.pdf" is the instructions and task for hypothetical payment and VCTP answered before MPL.
"OneTenth MPL-VCTP.pdf" is the instructions and task for BRIS payment and MPL answered before VCTP.
"OneTenth VCTP-MPL.pdf" is the instructions and task for BRIS payment and VCTP answered before MPL.
"Real MPL-VCTP.pdf" is the instructions and task for real payment and VCTP answered before MPL.
"Real VCTP-MPL.pdf" is the instructions and task for real payment and VCTP answered before MPL.
DOI: 10.17632/8r534hff7x.2
title: Genetic dissection of crossover mutants defines discrete intermediates in mouse meiosis (supplementary data file and high resolution figures)

description: Supplementary data file with underlying data from each figure and high resolution figures for the manuscript: "Genetic dissection of crossover mutants defines discrete intermediates in mouse meiosis" by Tolkappiyan Premkumar et al.
DOI: 10.17632/8r534hff7x.1
title: Genetic dissection of crossover mutants defines discrete intermediates in mouse meiosis (supplementary data file and high resolution figures)

description: Supplementary data file with underlying data from each figure and high resolution figures for the manuscript: "Genetic dissection of crossover mutants defines discrete intermediates in mouse meiosis" by Tolkappiyan Premkumar et al.
DOI: 10.17632/8r534hff7x.3
title: Genetic dissection of crossover mutants defines discrete intermediates in mouse meiosis (supplementary data file and high resolution figures)

description: Supplementary data file with underlying data from each figure and high resolution figures for the manuscript: "Genetic dissection of crossover mutants defines discrete intermediates in mouse meiosis" by Tolkappiyan Premkumar et al.
DOI: 10.17632/26tdkfn23c.1
title: Unfamiliar musical themes

description: This study proposes that anticipatory cues in an unfamiliar piece could facilitate listeners’ proactive allocation of cognitive resources towards two tasks: tracking the theme’s entry during the anticipatory period and, when the arrival of this theme is detected, deciding the amount of cognitive effort invested in learning this unfamiliar theme.
DOI: 10.5281/zenodo.8028570
title: PID_dataset

description: This dataset has a collection of Piping and Instrumentation Drawings (P&IDs) from industry and webscraping. The dataset can be used to train ML/CV algorithms to automate digitization of P&IDs. Our code implementation and trained weights are also made available in respective folders. For any queries, send email to: mgupta70@asu.edu
DOI: 10.5281/zenodo.8028569
title: PID_dataset

description: This dataset has a collection of Piping and Instrumentation Drawings (P&IDs) from industry and webscraping. The dataset can be used to train ML/CV algorithms to automate digitization of P&IDs. Our code implementation and trained weights are also made available in respective folders. For any queries, send email to: mgupta70@asu.edu
DOI: 10.17632/4hh5x3bp94.2
title: Statistical Methods for "Association of HCG Level with Ultrasound Visualization of the Gestational Sac in Early Viable Pregnancies"

description: The data and Stata code for the logistic regression modeling and model evaluation are included here for the corresponding study.
DOI: 10.17632/dcd2wx2hp3.1
title: The Future of Music: Can Avatar Performances replace Traditional Live Performances? 

description: This Pre-Master Thesis aims to investigate if avatar performances can someday replace traditional live performances.
DOI: 10.17632/2gg9gbhdrb.1
title: Systemic Manual Therapy is better than exercises for hip pain, but does it really matter? dataset

description: This study evaluates the rate of improvement in treatment for hip area pain using systemic manual therapy. It is also comparing this rate of improvement to the rate observed in other studies when exercises and other interventions are used
DOI: 10.17632/tjdxjv8cz3.1
title: Germinated Winter Wheat (Triticum aestivum L) and Buckwheat (Fagopyrum esculentum) Extract for Chitin Isolation from White Shrimp Shells

description: Germinated grains can be a source of low-cost protease for chitin extraction.  Using crude protease from germinated grains in combination with chemicals can reduce the use of the chemicals in isolating chitin.  This study aimed to determine proteolytic and chitinolytic activities of crude enzymes extracted from germinated winter wheat (Triticum aestivum) and buckwheat (Fagopyrum esculentum).  The crude enzyme was applied in the deproteinization step during chitin isolation from shrimp shells.  The deproteinization rate was assessed, the crude chitin yield was compared and the isolated chitins were characterized through x-ray diffraction analysis. Proteolytic activities and chitinolytic activities were detected in the crude enzymes extracted from germinated winter wheat and buckwheat as shown by clear zones in agars containing azocasein, casein, gelatin and colloidal chitin through radial diffusion study (A Diameter of clear zones). The germinated winter wheat and buckwheat extracts exhibited proteolytic activity of 0.49 U/mL and 0.46 U/mL (B Proteolytic activities of germinated winter wheat and germinated buckwheat), and chitinolytic activity of 0.074 and 0.053 U/mL, respectively (C Chitinolytic activity of germinated winter wheat and germinated buckwheat).  Using winter wheat extract and buckwheat extract acted on demineralized shrimp shells exerted a deproteinization rate of 53.6±1.0% and 58.0±2.3% (D Deproteinization rate) and yielded 30.3±5.31% and 29.2±3.99% (E Crude chitin yield) crude chitin, respectively.  The crystallinity index for commercial chitin, chemical-isolated chitin, wheat extract- and buckwheat extract-isolated chitin were 86.49%, 88.74%, 88.82% and 75.87% (F1 to F4 X-ray diffraction data), respectively.  Buckwheat extract-isolated chitin, which was deacetylated with lower crystallinity, warrants further investigation.  Crude enzymes from winter wheat and buckwheat to remove protein from shrimp shells can be a more environment-friendly method to valorize shrimp shells as a chitin source.
DOI: 10.17632/53tb7jwnpr.1
title: DATA VALUE OF INNOVATION AND PERFORMANCE

description: This data shown the role mediated value of innovation in the relation between innovation and performance.  Data collected from managers sharia micro finance in Indonesia with purposive sampling.
DOI: 10.17632/53tb7jwnpr.2
title: DATA VALUE OF INNOVATION AND PERFORMANCE

description: This data shown the role mediated value of innovation in the relation between innovation and performance.  Data collected from managers sharia micro finance in Indonesia with purposive sampling.
DOI: 10.17632/27kp7dhpp2.1
title: Serum Zonulin, Occludin, Claudin-5, Junction Adhesion Molecule-A, and Tricellulin Levels in Children with Autism Spectrum Disorder

description: The data presents information about autism
DOI: 10.17632/5bxhw7yjys.1
title: Dataset of Stakeholders

description: This paper presents the data collected from all the stakeholders/public associated with PR activities, in the months of June-September 2022 in the Indian subcontinent that estimates the mediating role of return on investment (ROI) between Public Relations activities and PR effectiveness. The data provided are samples of stakeholders/public associated with PR activities across India. Since PR effectiveness area in PR has been sparsely studied in last few years, therefore the data has a significant representation of the PR activities as well as evaluation methods adopted by PR professionals. Researcher collected a total number of 320 online responses for the dataset through convenience sampling method. Out of 320, a total number of 295 people answered all of the questions in the questionnaire without missing values. A dataset of 295 respondents was acquired for measuring the mediating role of ROI between PR activities and PR effectiveness. The researcher personally contacted the authors whose scales were adopted. Researcher requested them to use their scales and their prior permission was taken for their adoption in this research article. The researcher also took their permission to remove and re-phrase certain items as per the requirement of this research work. For increasing the diversity of our survey, we have solicited responses through google Forms, linkedin and personal e-mails. We have requested our known respondents from such sources to forward the survey solicitation email, questionnaire to their contacts. After around four months of continuous follow-up exercises, we have received 320 on-line responses (total for both the datasets). The total numbers of completed sample responses considered for further analysis were 295. Therefore, the response rate was 92.18 percent. Out of 295 sample respondents, 176 subjects (60 percent) were male, while 119 (40 percent) were female respondents. In the dataset, around 26 percent of respondents were working as PR executives and managers across various organizations, around 35 percent of respondents were internal public, Journalists, influencers, Government officials, event sponsors, educational sectors, etc. and rest 39 percent were a mix of trainees, higher management, social media managers, etc. In the type of organizations, around 110respondents (37 percent) were from PR agencies. Rest 63 percent were from government organizations, corporations, educational sectors are others. The educational qualifications of the respondents were segregated into masters’ degree, bachelor’s degree, PhD doctorate and others. Out of the 295 respondents of the dataset, 37.28 percent of respondents had masters’ degree, 42.37 percent had bachelor’s degree, around 6.7 percent were doctorates and rest were in others category.
DOI: 10.17632/xntfnbg3fm.1
title: Metabolome, transcriptome, and proteome data for tomato fruit after low temperature storage

description: We performed comparative metabolome, transcriptome, and proteome analyses to comprehensively understand the mechanism underlying the effects of low temperature on metabolic changes in tomato fruit (fresh fruit, C0d; 4 °C 8 days, C8d; 4 °C 7 days and then 25 °C 1 day, C7dS1). The differentially accumulated metabolites (DAMs), differentially expressed genes (DEGs) and differentially expressed proteins (DEPs)  were identified.
DOI: 10.17632/9z5zd2dpbb.1
title: The dataset of plastic and paper materials in Japan

description: This dataset is STATA data that I created by processing the data on recycling fees published by the Containers and Packaging Recycling Association(https://www.jcpra.or.jp/).
DOI: 10.17632/9z5zd2dpbb.2
title: The dataset of plastic and paper materials in Japan

description: This dataset is STATA data that I created by processing the data on recycling fees published by the Containers and Packaging Recycling Association(https://www.jcpra.or.jp/).
DOI: 10.17632/4tcn94rgbw.1
title: Walnut Protein Peptides Ameliorate DSS-induced Ulcerative Colitis Damage in Mice: An In Silico Analysis and In Vivo Investigation

description: Research data for Walnut Protein Peptides Ameliorate DSS-induced Ulcerative Colitis Damage in Mice: An In Silico Analysis and In Vivo Investigation
DOI: 10.17632/t6z7szt9bj.1
title: pyTDGL: Time-dependent Ginzburg-Landau in Python

description: Time-dependent Ginzburg-Landau (TDGL) theory is a phenomenological model for the dynamics of superconducting systems. Due to its simplicity in comparison to microscopic theories and its effectiveness in describing the observed properties of the superconducting state, TDGL is widely used to interpret or explain measurements of superconducting devices. Here, we introduce pyTDGL, a Python package that solves a generalized TDGL model for superconducting thin films of arbitrary geometry, enabling simulations of vortex and phase dynamics in mesoscopic superconducting devices. pyTDGL can model the nonlinear magnetic response and dynamics of multiply connected films, films with multiple current bias terminals, and films with a spatially inhomogeneous critical temperature. We demonstrate these capabilities by modeling quasi-equilibrium vortex distributions in irregularly shaped films, and the dynamics and current-voltage-field characteristics of nanoscale superconducting quantum interference devices (nanoSQUIDs).
DOI: 10.17632/hgwshjbcw6.1
title: JAX-FEM: A differentiable GPU-accelerated 3D finite element solver for automatic inverse design and mechanistic data science

description: This paper introduces JAX-FEM, an open-source differentiable finite element method (FEM) library. Constructed on top of Google JAX, a rising machine learning library focusing on high-performance numerical computing, JAX-FEM is implemented with pure Python while scalable to efficiently solve problems with moderate to large sizes. For example, in a 3D tensile loading problem with 7.7 million degrees of freedom, JAX-FEM with GPU achieves around 10× acceleration compared to a commercial FEM code depending on platform. Beyond efficiently solving forward problems, JAX-FEM employs the automatic differentiation technique so that inverse problems are solved in a fully automatic manner without the need to manually derive sensitivities. Examples of 3D topology optimization of nonlinear materials are shown to achieve optimal compliance. Finally, JAX-FEM is an integrated platform for machine learning-aided computational mechanics. We show an example of data-driven multi-scale computations of a composite material where JAX-FEM provides an all-in-one solution from microscopic data generation and model training to macroscopic FE computations. The source code of the library and these examples are shared with the community to facilitate computational mechanics research.
DOI: 10.17632/y94cmw5jwx.1
title: Precolonial Centralization and Modern State Capacity in Africa - Dataset

description: We empirically examine the determinants of bureaucratic capacity in contemporary Africa. We connect the state capacity literature with historical and anthropological work on African state formation. Our results show a positive and statistically significant impact of precolonial centralization on bureaucratic quality in Africa, from the late-1990s onwards. Before the late-1990s, however, there is no such relationship. Our empirical findings imply that precolonial experiences have become more important over recent decades suggesting a re-emergence of deeper historical roots in Africa as the colonial experience is fading.
DOI: 10.17632/5whkvtmdwm.1
title: Post-COVID-19 Continue to Use Intention of Contactless Mobile Payment Systems of First-Time Users During the Pandemic

description: Dataset of 526 responses of Post-pandemic Continue to Use Intention of Contactless Mobile Payment Systems of First-Time Users During the Pandemic
DOI: 10.17632/7rms5vdhf8.1
title: Russian dataset for the thread reconstruction

description: The dataset for thread reconstruction task, which is the task where chat messages should be connected in such a way that they construct a meaningful conversation threads. The source of the chats is the Telegram messenger.

These data were annotated using Label Studio v 1.7.2. There are four files:

* `raw_config/config_*` - the initial config files to annotation.
* `project-*` - annotated data.

For more info, see the README.md file in the dataset and corresponding paper.
DOI: 10.17632/xm86yszck2.1
title: Russian dataset for the reply recovery 

description: This dataset is constructed from several Telegram chats in order to teach the model of prediction whether one message can be a reply for another or not.

**Note:** the messages that actually replies are label with **zero**.

The positive replies was aquaired based on natural `reply_to` Teleram markup. The negative case was aquaired by random sampling, which is suprisungly notably give some possibly `reply_to` combination, thus, making negative examples noisy.

There are several chats:

* balichat_woman - chats with woman from Bali
* borussia_chat - football chat
* chat_suicidnikov - the chat that dedicated the suicidal game "Siniy kit"
* cotedazurchat - chat of immigrants in France
* easypeasycodechat - chat of programmers
* openwrt_ru - chat that dedicated to openWRT
* orange_sosedi - chat of neighbors
* sling38 - chat of yong moms
* terrariaphone - chat of Terraria gamers

The `test_data` was validated by crowdsource with Toloka.ai. The final validation was done by the authors, so it considered as gold test set.
DOI: 10.17632/4yh3d8xmbg.1
title: Supplementary Files StarProtocols 

description: Supplementary data
DOI: 10.17632/4yh3d8xmbg.2
title: Deep learning based protocol to construct an immune-related gene network of host-pathogen interactions in plants

description: Supplementary data Files
DOI: 10.17632/4yh3d8xmbg.3
title: Deep learning based protocol to construct an immune-related gene network of host-pathogen interactions in plants

description: Supplementary data Files
DOI: 10.17632/jzd5xpv6t7.1
title: ITVOLT: An iterative solver for the time-dependent Schrödinger equation

description: We present a novel approach for solving the time-dependent Schrödinger equation (TDSE). The method we propose converts the TDSE to an equivalent Volterra integral equation; introducing a global Lagrange interpolation of the integrand transforms the equation to a linear system, which is then solved iteratively. In this paper, we derive the method, explore its performance on several examples, and discuss the corresponding numerical details.
DOI: 10.17632/9frw3vxtdf.1
title: The tend of oral cancer screening in Bangladesh, perceptions, and risk factors: A model comparison approach

description: Data set provides information regarding oral cancer screening in Bangladesh. We collected data from two health care centers conveniently.
DOI: 10.17632/3dxv4hk3fn.1
title: Supplementary materials

description: Supplementary charts and DEPs information on proteomics