cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10212105
title: Dataset of conversation graphs from  2019 Anti CAA protest in India

description: To facilitate future research in online social movements,  we are publishing this dataset of conversation graphs in the from the 2019 anti-CAA protest tweets.  The conversation graph dataset has two types of conversations:
• Mention Graphs: In this, vertices are users and (directed) edges represent any interaction between the users. Within the context of our dataset, these interactions are limited to mentions alone when a user refers to another user directly by username.
• Reply Graphs: In this case, vertices are users, and a (directed) edge exists if one user replies to another.
The reply graph is built as follows:

Since replies often form chains, find the root 'destination' user nodes that have been replied to at least once.
 Find all the immediate next-level users who directly replied to the root nodes (these are 'source' nodes)
Iteratively map the immediate next level of users who reply to the previous level of corresponding users, stopping when all of the users in the next level have not been replied to (leaf users, so to say).
The mention graph is built as follows:

Since replies often form chains, find the root 'destination' user nodes that have been replied to at least once.
Find all the immediate next-level users who directly replied to the root nodes (these are 'source' nodes)
Iteratively map the immediate next level of users who reply to the previous level of corresponding users, stopping when all of the users in the next level have not been replied to (leaf users, so to say).
Additionally, the dataset has the users and conversation graphs labeled for emotion and toxicity.  Motif count has been provided for each of the graph. 
To maintain confidentiality as per Twitter guidelines, user ids are anonymized  and Tweet IDs and Tweet texts are not part of the dataset.
DOI: 10.5281/zenodo.10212131
title: Finite Volume Community Ocean Model-based Arctic Ocean Forecast System: A Comprehensive Assessment of Sea Ice Forecast Results without Data Assimilation

description: The dataset contains sea ice forecast results from the Finite Volume Community Ocean Model-based Arctic Ocean Forecast System (FVCOM-AOFS) for the period 2019-2020. The output result of the system is presented as daily mean values.
Each netCDF file within the dataset includes the following variables: lon, lat, lonc, latc, aice, vice, uuice, and vvice. Specifically, the variables of lon and lat represent the longitude and latitude of the unstructured triangular grid. The variables of lonc and latc represent the longitude and latitude of the unstructured triangular cell. The variables of aice and vice indicate sea ice concentration and sea ice thickness. The variables of uuice and vvice indicate eastward and northward sea ice drift velocity. The scalars including aice and vice use lon and lat coordinates, and the vectors including uuice and vvice use lonc and latc coordinates.
DOI: 10.5281/zenodo.10212132
title: Finite Volume Community Ocean Model-based Arctic Ocean Forecast System: A Comprehensive Assessment of Sea Ice Forecast Results without Data Assimilation

description: The dataset contains sea ice forecast results from the Finite Volume Community Ocean Model-based Arctic Ocean Forecast System (FVCOM-AOFS) for the period 2019-2020. The output result of the system is presented as daily mean values.
Each netCDF file within the dataset includes the following variables: lon, lat, lonc, latc, aice, vice, uuice, and vvice. Specifically, the variables of lon and lat represent the longitude and latitude of the unstructured triangular grid. The variables of lonc and latc represent the longitude and latitude of the unstructured triangular cell. The variables of aice and vice indicate sea ice concentration and sea ice thickness. The variables of uuice and vvice indicate eastward and northward sea ice drift velocity. The scalars including aice and vice use lon and lat coordinates, and the vectors including uuice and vvice use lonc and latc coordinates.
DOI: 10.5517/ccdc.csd.cc2fs7fx
title: CCDC 2257619: Experimental Crystal Structure Determination

description: Related Article: Junxin Li|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.24624717
title: Supplementary information dataset for "The implementation of a simplex-centroid mixture design approach to generate components of sugar industry by-products for usage as biomass pellets"

description: It is the supplementary data to the paper "The implementation of a simplex-centroid mixture design approach to generate components of sugar industry by-products for usage as biomass pellets"AbstractThe current study aimed to improve the efficiency of raw materials that were by-products of the sugar industry, such as sugarcane trash leaves (SCL), sugarcane bagasse (SCB), and filter cake (FTC), in order to obtain a mixture ratio with good thermal properties that could be used as a renewable energy source. The generated model offered an acceptable estimate of HHV with an R<sup>2</sup> of 96.46, a mean absolute error (MAE) of 3.45%, and a mean bias error (MBE) of -1.83%, while the second portion was a simplex-centroid mixture design used to assess LHV of sugar industrial waste mixture ratios. The results of the LHV prediction equation were found to have an R<sup>2</sup> of 93.66%. The prediction equation's assessment and validation generated average absolute error (AAE) of 7.07% and average bias error (ABE) of 6.02%. The outcomes from the design elements applying the simplex-centroid mixture design approach revealed biomass's potential as a fuel and served as essential in advancing the use of byproducts as an alternative energy source in the sugar industry.
DOI: 10.6084/m9.figshare.24624717.v1
title: Supplementary information dataset for "The implementation of a simplex-centroid mixture design approach to generate components of sugar industry by-products for usage as biomass pellets"

description: It is the supplementary data to the paper "The implementation of a simplex-centroid mixture design approach to generate components of sugar industry by-products for usage as biomass pellets"AbstractThe current study aimed to improve the efficiency of raw materials that were by-products of the sugar industry, such as sugarcane trash leaves (SCL), sugarcane bagasse (SCB), and filter cake (FTC), in order to obtain a mixture ratio with good thermal properties that could be used as a renewable energy source. The generated model offered an acceptable estimate of HHV with an R<sup>2</sup> of 96.46, a mean absolute error (MAE) of 3.45%, and a mean bias error (MBE) of -1.83%, while the second portion was a simplex-centroid mixture design used to assess LHV of sugar industrial waste mixture ratios. The results of the LHV prediction equation were found to have an R<sup>2</sup> of 93.66%. The prediction equation's assessment and validation generated average absolute error (AAE) of 7.07% and average bias error (ABE) of 6.02%. The outcomes from the design elements applying the simplex-centroid mixture design approach revealed biomass's potential as a fuel and served as essential in advancing the use of byproducts as an alternative energy source in the sugar industry.
DOI: 10.6084/m9.figshare.24647559
title: Supplementary Material for: Impact of Bevacizumab Being Skipped due to Adverse Events of Special Interest for Bevacizumab in Patients With Unresectable Hepatocellular Carcinoma Treated With Atezolizumab Plus Bevacizumab: An Exploratory Analysis of the Phase III IMbrave150 study

description: Introduction: The Phase III IMbrave150 study established atezolizumab + bevacizumab as the global standard of care in patients with unresectable hepatocellular carcinoma (HCC). This exploratory analysis examined the impact of bevacizumab interruption due to bevacizumab adverse events of special interest (AESIs). Methods: Patients in IMbrave150 who were randomized to atezolizumab + bevacizumab and received treatment for ≥6 months (to reduce immortal time bias) were included in group A-1 if bevacizumab had ever been skipped due to bevacizumab AESIs or to group A-2 otherwise. Efficacy analyses included overall survival (OS) and progression-free survival (PFS) by whether bevacizumab was skipped (group A-1 vs A-2). PFS was evaluated per independent review facility (IRF)–assessed Response Evaluation Criteria in Solid Tumours (RECIST) version 1.1 and HCC-modified RECIST (IRF-HCC mRECIST). Safety was also evaluated. Results: Of the 210 patients who received ≥6 months of atezolizumab + bevacizumab, 69 were assigned to group A-1 and 141 to A-2. At data cutoff (August 20, 2020), hazard ratio (HR) for OS was 1.04 (95% CI: 0.64, 1.69) for group A-1 vs A-2. HR for PFS was 1.07 (95% CI: 0.74, 1.55) per IRF-assessed RECIST 1.1 and 1.10 (95% CI: 0.76, 1.59; 15.5 vs 9.7 months) per IRF-HCC mRECIST for group A-1 vs A-2. Safety profiles for atezolizumab and bevacizumab were largely similar between groups. More group A-1 patients had grade 3/4 adverse events. A separate analysis investigating the impact of immortal time bias in patients who received ≥3 months of atezolizumab + bevacizumab supported the appropriateness of the ≥6-month landmark analysis. Discussion/Conclusion: Efficacy was similar between patients who skipped bevacizumab due to bevacizumab AESIs and those who did not. Although this comparison was nonrandomized and exploratory, results suggest that skipping bevacizumab due to bevacizumab AESIs did not considerably impact the efficacy and safety of atezolizumab + bevacizumab.
DOI: 10.6084/m9.figshare.24647559.v1
title: Supplementary Material for: Impact of Bevacizumab Being Skipped due to Adverse Events of Special Interest for Bevacizumab in Patients With Unresectable Hepatocellular Carcinoma Treated With Atezolizumab Plus Bevacizumab: An Exploratory Analysis of the Phase III IMbrave150 study

description: Introduction: The Phase III IMbrave150 study established atezolizumab + bevacizumab as the global standard of care in patients with unresectable hepatocellular carcinoma (HCC). This exploratory analysis examined the impact of bevacizumab interruption due to bevacizumab adverse events of special interest (AESIs). Methods: Patients in IMbrave150 who were randomized to atezolizumab + bevacizumab and received treatment for ≥6 months (to reduce immortal time bias) were included in group A-1 if bevacizumab had ever been skipped due to bevacizumab AESIs or to group A-2 otherwise. Efficacy analyses included overall survival (OS) and progression-free survival (PFS) by whether bevacizumab was skipped (group A-1 vs A-2). PFS was evaluated per independent review facility (IRF)–assessed Response Evaluation Criteria in Solid Tumours (RECIST) version 1.1 and HCC-modified RECIST (IRF-HCC mRECIST). Safety was also evaluated. Results: Of the 210 patients who received ≥6 months of atezolizumab + bevacizumab, 69 were assigned to group A-1 and 141 to A-2. At data cutoff (August 20, 2020), hazard ratio (HR) for OS was 1.04 (95% CI: 0.64, 1.69) for group A-1 vs A-2. HR for PFS was 1.07 (95% CI: 0.74, 1.55) per IRF-assessed RECIST 1.1 and 1.10 (95% CI: 0.76, 1.59; 15.5 vs 9.7 months) per IRF-HCC mRECIST for group A-1 vs A-2. Safety profiles for atezolizumab and bevacizumab were largely similar between groups. More group A-1 patients had grade 3/4 adverse events. A separate analysis investigating the impact of immortal time bias in patients who received ≥3 months of atezolizumab + bevacizumab supported the appropriateness of the ≥6-month landmark analysis. Discussion/Conclusion: Efficacy was similar between patients who skipped bevacizumab due to bevacizumab AESIs and those who did not. Although this comparison was nonrandomized and exploratory, results suggest that skipping bevacizumab due to bevacizumab AESIs did not considerably impact the efficacy and safety of atezolizumab + bevacizumab.
DOI: 10.5281/zenodo.10194874
title: Raw data: Superconducting nitridized-aluminum thin films

description: Raw data to generate the plots involving R(T) data of  the manuscript "superconducting nitridized-aluminum thin films".  
The folders are structured in terms of runs, cooldowns (CD), type of measurements and samples. The details of the different file structures can be found in the readme file inside the zip folder.
DOI: 10.5281/zenodo.10194875
title: Raw data: Superconducting nitridized-aluminum thin films

description: Raw data to generate the plots involving R(T) data of  the manuscript "superconducting nitridized-aluminum thin films".  
The folders are structured in terms of runs, cooldowns (CD), type of measurements and samples. The details of the different file structures can be found in the readme file inside the zip folder.
DOI: 10.15151/esrf-es-1335428836
title: Hybrid Luminescent Materials of Nano-Sized Metal Halide Clusters in Metal-Organic and Covalent Organic Reticular Templates

description: We explore various reticular porous materials, such as metal-organic and covalent organic frameworks and polyhedra as molecular templates for formation of confined atomically defined nano-sized solid-state structures within the pores by incorporation of main group metal halide (MH) compounds. MH materials are known to exhibit exceptional luminescence and other optoelectronic properties. Single crystals of the porous materials can be employed as molecular templates for crystallizing MHs within the cavities. In this way, geometry, functionality, electric charge and topology of the pores determines the structure of resulting MH nano-sized units, what might enable rational synthesis of desired solids and gives access to structures which are not known to form otherwise, and thus further tailoring optoelectronic properties. Our current work focuses on explorations of various frameworks and polyhedra and MHs as hosts and guests, respectively, offering vast compositional and structural space.
DOI: 10.15151/esrf-es-1413678041
title: Operando HEXRD studies of catalytic dehydrogenation in LOHC technology

description: We continue our studies of the catalytic dehydrogenation of benzyltoluene with model Pt/Al2O3 catalysts. This time, we will track the lattice parameter changes of the sample during the reaction, at reaction conditions (280 C, 1-4 bar) at different positions in the reactor. We will also measure different samples with selective S poisoning, and explore the impact of changing the P.
DOI: 10.5281/zenodo.10070780
title: DATA _2.0_of "Time series characteristics of terrain data:Topography drives history"
DOI: 10.5281/zenodo.10070781
title: DATA of "Time series characteristics of terrain data:Topography drives history"
DOI: 10.5281/zenodo.10212262
title: DATA _2.0_of "Time series characteristics of terrain data:Topography drives history"
DOI: 10.6084/m9.figshare.24647568.v1
title: MaerMHCI.fasta

description: The fasta file contains raw MHC class I Illumina run results for <i>Mastomys erythroleucus </i>caught in Nigeria as part of the study Olayemi et al. (XXX) Plos Neglected Diseases
DOI: 10.6084/m9.figshare.19682829
title: Evaluation of Progressive Retinal Degeneration in Bipolar Disorder Patients over a Period of 5 Years

description: To quantify visual and retinal changes in patients with bipolar disorder (BD) over 5 years, compared with controls. Thirty-eight patients with BD and 122 healthy subjects underwent visual acuity (VA) evaluation, contrast sensitivity vision testing (CSV) with the Pelli Robson and CSV 1000E tests, and retinal thicknesses measurement [ganglion cell layer (GCL) and retinal nerve fiber layer (RNFL)] using Spectralis Optical Coherence Tomography (OCT). All subjects were re-evaluated after 5 years. The relationship between progressive structural changes and disease duration was analyzed. Visual function parameters in BD patients remained unchanged during the follow-up period. A progressive decrease affecting macular and peripapillary RNFL thickness (<i>p</i> &lt; 0.050) was observed in patients. Progressive changes in BD were more pronounced when compared with healthy controls (<i>p</i> &lt; 0.050). A significant correlation between GCL thickness changes and disease duration was found (GCL outer temporal, <i>r</i> = −0.680, <i>p</i> = 0.016; GCL central, <i>r</i> = −0.540, <i>p</i> = 0.038). Progressive axonal loss was detected in BD patients. Visual function parameters were not affected after the 5-year follow-up. Despite observed changes in the neuroretina of patients with BD, axonal degeneration in these patients seemed to be mild and might be slowed down by other factors, such as BD treatments.
DOI: 10.6084/m9.figshare.19682829.v1
title: Evaluation of Progressive Retinal Degeneration in Bipolar Disorder Patients over a Period of 5 Years

description: To quantify visual and retinal changes in patients with bipolar disorder (BD) over 5 years, compared with controls. Thirty-eight patients with BD and 122 healthy subjects underwent visual acuity (VA) evaluation, contrast sensitivity vision testing (CSV) with the Pelli Robson and CSV 1000E tests, and retinal thicknesses measurement [ganglion cell layer (GCL) and retinal nerve fiber layer (RNFL)] using Spectralis Optical Coherence Tomography (OCT). All subjects were re-evaluated after 5 years. The relationship between progressive structural changes and disease duration was analyzed. Visual function parameters in BD patients remained unchanged during the follow-up period. A progressive decrease affecting macular and peripapillary RNFL thickness (<i>p</i> &lt; 0.050) was observed in patients. Progressive changes in BD were more pronounced when compared with healthy controls (<i>p</i> &lt; 0.050). A significant correlation between GCL thickness changes and disease duration was found (GCL outer temporal, <i>r</i> = −0.680, <i>p</i> = 0.016; GCL central, <i>r</i> = −0.540, <i>p</i> = 0.038). Progressive axonal loss was detected in BD patients. Visual function parameters were not affected after the 5-year follow-up. Despite observed changes in the neuroretina of patients with BD, axonal degeneration in these patients seemed to be mild and might be slowed down by other factors, such as BD treatments.
DOI: 10.5281/zenodo.7044101
title: Experimental meterials for "How Developers Extract Functions: An Experiment"

description: Experimental materials for the manuscript "How Developers Extract Functions: An Experiment", published in the 34th Workshop of the Psychology of Programming Interest Group, pp. 142-156, Aug 2023.
Includes the original code given to experimental subjects, the results of refactoring this code by the subjects, and scripts for analyzing these results.
DOI: 10.5281/zenodo.7044102
title: Experimental meterials for "How Developers Extract Functions: An Experiment"

description: Experimental materials for the manuscript "How Developers Extract Functions: An Experiment", published in the 34th Workshop of the Psychology of Programming Interest Group, pp. 142-156, Aug 2023.
Includes the original code given to experimental subjects, the results of refactoring this code by the subjects, and scripts for analyzing these results.
DOI: 10.5281/zenodo.10208834
title: Plasma metabolites of three migrant bird species during nocturnal endurance flight

description: Plasma metabolites of the fat-, protein and carbohydrate metabolism were analysed in European robins, garden warblers and pied flycatchers during their nocturnal migration on a Swiss Alpine pass, Col de Bretolet. Birds were caught in high mist nets out of their nocturnal flight; hence the plasma metabolites reflect the metabolism of a flying, fasting bird.
DOI: 10.5281/zenodo.10208833
title: Plasma metabolites of three migrant bird species during nocturnal endurance flight

description: Plasma metabolites of the fat-, protein and carbohydrate metabolism were analysed in European robins, garden warblers and pied flycatchers during their nocturnal migration on a Swiss Alpine pass, Col de Bretolet. Birds were caught in high mist nets out of their nocturnal flight; hence the plasma metabolites reflect the metabolism of a flying, fasting bird.
DOI: 10.5281/zenodo.7699869
title: Experimental materials for "Reanalysis of Empirical Data on Java Local Variables with Narrow and Broad Scope"

description: Data, scripts, and graphs for the paper "Reanalysis of Empirical Data on Java Local Variables with Narrow and Broad Scope", published in ICPC 2023.
See README file for details on directories and usage.
DOI: 10.5281/zenodo.7699870
title: Experimental materials for "Reanalysis of Empirical Data on Java Local Variables with Narrow and Broad Scope"

description: Data, scripts, and graphs for the paper "Reanalysis of Empirical Data on Java Local Variables with Narrow and Broad Scope", published in ICPC 2023.
See README file for details on directories and usage.
DOI: 10.5281/zenodo.10162943
title: [Dataset] Evaluation of the Empirical Scaling Factor of Joule Heating Rates in TIE-GCM with EISCAT Measurements

description: Dataset used for "Evaluation of the Empirical Scaling Factor of Joule Heating Rates in TIE-GCM with EISCAT Measurements"
DOI: 10.5281/zenodo.10162944
title: [Dataset] Evaluation of the Empirical Scaling Factor of Joule Heating Rates in TIE-GCM with EISCAT Measurements

description: Dataset used for "Evaluation of the Empirical Scaling Factor of Joule Heating Rates in TIE-GCM with EISCAT Measurements"
DOI: 10.5281/zenodo.8033527
title: Pulse Profile Modelling of Thermonuclear Burst Oscillations II: Handling variability

description: Pulse Profile Modelling of Thermonuclear Burst Oscillations II: Handling variability
DOI: 10.5281/zenodo.8033526
title: Pulse Profile Modelling of Thermonuclear Burst Oscillations II: Handling variability

description: Pulse Profile Modelling of Thermonuclear Burst Oscillations II: Handling variability
DOI: 10.5281/zenodo.7665652
title: Pulse Profile Modeling of Thermonuclear Burst Oscillations I: The Effect of Neglecting Variability

description: Pulse Profile Modeling of Thermonuclear Burst Oscillations I: The Effect of Neglecting Variability
DOI: 10.5281/zenodo.7665653
title: Pulse Profile Modeling of Thermonuclear Burst Oscillations I: The Effect of Neglecting Variability

description: Pulse Profile Modeling of Thermonuclear Burst Oscillations I: The Effect of Neglecting Variability
DOI: 10.5281/zenodo.10212319
title: Supplemental data to AALE 2024 publication "Adaptive manufacturing: dynamic resource allocation using multi-agent reinforcement learning"

description: Release as supplementary material for our contribution at AALE 2024: "Adaptive manufacturing: dynamic resource allocation using multi-agent reinforcement learning"The evaluation datasets stored in this collection are used to compare the performance of multi-agent reinforcement learning. In addition, the performance of other methods such as (meta-) heuristic algorithms or single agent reinforcement learning algorithms or novel methods of search space reduction can also be compared.
DOI: 10.5281/zenodo.10212318
title: Supplemental data to AALE 2024 publication "Adaptive manufacturing: dynamic resource allocation using multi-agent reinforcement learning"

description: Release as supplementary material for our contribution at AALE 2024: "Adaptive manufacturing: dynamic resource allocation using multi-agent reinforcement learning"The evaluation datasets stored in this collection are used to compare the performance of multi-agent reinforcement learning. In addition, the performance of other methods such as (meta-) heuristic algorithms or single agent reinforcement learning algorithms or novel methods of search space reduction can also be compared.
DOI: 10.6084/m9.figshare.24647508
title: Stack

description: stack dataset
DOI: 10.6084/m9.figshare.24647508.v1
title: Stack

description: stack dataset