cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10046391
title: Phytochemical Analysis and Antimicrobial Studies of Leaves and Roots of P. angulata

description: Quantifying the bioactive compounds present in plant parts (leaves and roots). This study aimed to perform comprehensive qualitative phytochemical analysis  and antimicrobial  analysis of extract of leaves and roots of p.angulata. phytochemicals test where carried out on the extracts to detect the presence of phytochemicals such as phenols, flavonoids, saponins, alkaloids, tannins and terpenoids etc. Different chemical tests were employed to confirm the presence of these compounds. The color change indicates the presence of specific phytochemicals. The results obtained from the qualitative analysis revealed the presence of phenols, flavonoids, saponins, alkaloids, tannins, terpenoids, phlobatannins, anthraquinones, glycosides and steroids in both the leaves and roots part of the plant. However the results of the antimicrobial test obtained from the extracts of  both leaves and roots extracts of Physalis angulata revealed that both the crude extracts of the leaves and roots inhibited Anti-microbial activities against Bacillus species, Styphylococcus aureus, Plasmodium parasites and Streptococcus species except the leaves  extract of acetone which does not act against Styphylococcus aureus. The facts that the plant was active against laboratory isolates are also an indication that the plant parts has medicinal values and Potential therapeutic or pharmacological properties. The findings of this analysis can be further utilized for developing drugs, functional foods, or dietary supplements with specific phytochemical.
DOI: 10.57841/casdc.0002943
title: Pt-CdS光催化产氢数据集
DOI: 10.6084/m9.figshare.10120685
title: The Twitter Parliamentarian Database

description: <br>This is the Twitter Parliamentarian Database: a database consisting of parliamentarian names, parties and twitter ids from the following countries: Austria, Belgium, France, Denmark, Spain, Finland, Germany, Greece, Italy, Malta, Poland, Netherlands, United Kingdom, Ireland, Sweden, New Zealand, Turkey, United States, Canada, Australia, Iceland, Norway, Switzerland, Luxembourg, Latvia and Slovenia. In addition, the database includes the European Parliament.The tweet ids from the politicans' tweets have been collected from September 2017 - 31 October 2019 (<i>all_tweet_ids.csv</i>). In compliance with Twitter's policy, we only store tweet ids, which can be re-hydrated into full tweets using existing tools. More information on how to use the database can be found in the <i>readme.txt.</i>It is recommended that you use the .csv files to work with the data, rather than the SQL tables. Information on the relations in the SQL database can be found in the <i>Database codebook.pdf.</i><i>Update:</i>The tweet ids for 2021 have been added as <i>'2021.csv'</i><i>Update #2:</i>The tweet ids for 2020 have been added as<i> '2020.csv'</i>The last party table has been added as<i> 'parties_2021_04_28.csv'</i>The last members table has been added as <i>'members_2021_04_28.csv'</i><br><br>
DOI: 10.4121/80766aa2-d92c-420b-9ec4-bad1b9e4d927.v2
title: Press forming results including deformation measurements for unidirectional thermoplastic composite laminates

description: Truncated hemisphere parts were press formed with two commercially available unidirectional thermoplastic composite materials in a variety of layups. This dataset may serve as a reference for validation of composite forming simulations. A comprehensive validation is enabled since the dataset provides information on wrinkling location and severity, in-plane deformation and variability for a selection of parts with different layup, material and geometry.
DOI: 10.5281/zenodo.10046366
title: Dataset related to article "Evaluation of plan complexity and dosimetric plan quality of total marrow and lymphoid irradiation using volumetric modulated arc therapy"

description: This record contains raw data related to article "Evaluation of plan complexity and dosimetric plan quality of total marrow and lymphoid irradiation using volumetric modulated arc therapy"
 Abstract
Purpose: To assess the impact of the planner's experience and optimization algorithm on the plan quality and complexity of total marrow and lymphoid irradiation (TMLI) delivered by means of volumetric modulated arc therapy (VMAT) over 2010-2022 at our institute.
Methods: Eighty-two consecutive TMLI plans were considered. Three complexity indices were computed to characterize the plans in terms of leaf gap size, irregularity of beam apertures, and modulation complexity. Dosimetric points of the target volume (D2%) and organs at risk (OAR) (Dmean) were automatically extracted to combine them with plan complexity and obtain a global quality score (GQS). The analysis was stratified based on the different optimization algorithms used over the years, including a knowledge-based (KB) model. Patient-specific quality assurance (QA) using Portal Dosimetry was performed retrospectively, and the gamma agreement index (GAI) was investigated in conjunction with plan complexity.
Results: Plan complexity significantly reduced over the years (r = -0.50, p < 0.01). Significant differences in plan complexity and plan dosimetric quality among the different algorithms were observed. Moreover, the KB model allowed to achieve significantly better dosimetric results to the OARs. The plan quality remained similar or even improved during the years and when moving to a newer algorithm, with GQS increasing from 0.019 ± 0.002 to 0.025 ± 0.003 (p < 0.01). The significant correlation between GQS and time (r = 0.33, p = 0.01) indicated that the planner's experience was relevant to improve the plan quality of TMLI plans. Significant correlations between the GAI and the complexity metrics (r = -0.71, p < 0.01) were also found.
Conclusion: Both the planner's experience and algorithm version are crucial to achieve an optimal plan quality in TMLI plans. Thus, the impact of the optimization algorithm should be carefully evaluated when a new algorithm is introduced and in system upgrades. Knowledge-based strategies can be useful to increase standardization and improve plan quality of TMLI treatments
DOI: 10.5281/zenodo.10046365
title: Dataset related to article "Evaluation of plan complexity and dosimetric plan quality of total marrow and lymphoid irradiation using volumetric modulated arc therapy"

description: This record contains raw data related to article "Evaluation of plan complexity and dosimetric plan quality of total marrow and lymphoid irradiation using volumetric modulated arc therapy"
 Abstract
Purpose: To assess the impact of the planner's experience and optimization algorithm on the plan quality and complexity of total marrow and lymphoid irradiation (TMLI) delivered by means of volumetric modulated arc therapy (VMAT) over 2010-2022 at our institute.
Methods: Eighty-two consecutive TMLI plans were considered. Three complexity indices were computed to characterize the plans in terms of leaf gap size, irregularity of beam apertures, and modulation complexity. Dosimetric points of the target volume (D2%) and organs at risk (OAR) (Dmean) were automatically extracted to combine them with plan complexity and obtain a global quality score (GQS). The analysis was stratified based on the different optimization algorithms used over the years, including a knowledge-based (KB) model. Patient-specific quality assurance (QA) using Portal Dosimetry was performed retrospectively, and the gamma agreement index (GAI) was investigated in conjunction with plan complexity.
Results: Plan complexity significantly reduced over the years (r = -0.50, p < 0.01). Significant differences in plan complexity and plan dosimetric quality among the different algorithms were observed. Moreover, the KB model allowed to achieve significantly better dosimetric results to the OARs. The plan quality remained similar or even improved during the years and when moving to a newer algorithm, with GQS increasing from 0.019 ± 0.002 to 0.025 ± 0.003 (p < 0.01). The significant correlation between GQS and time (r = 0.33, p = 0.01) indicated that the planner's experience was relevant to improve the plan quality of TMLI plans. Significant correlations between the GAI and the complexity metrics (r = -0.71, p < 0.01) were also found.
Conclusion: Both the planner's experience and algorithm version are crucial to achieve an optimal plan quality in TMLI plans. Thus, the impact of the optimization algorithm should be carefully evaluated when a new algorithm is introduced and in system upgrades. Knowledge-based strategies can be useful to increase standardization and improve plan quality of TMLI treatments
DOI: 10.5281/zenodo.10046364
title: Electrical and Thermal Conductivities of Single CuxO Nanowires - Dataset

description: This is the dataset of "Electrical and Thermal Conductivities of Single CuxO Nanowires".
This research is funded by the project 19ENG05 NanoWires. The project has received funding from the EMPIR program co-financed by the Participating States and from the European Union's Horizon 2020 research and innovation program.
DOI: 10.5281/zenodo.10046363
title: Electrical and Thermal Conductivities of Single CuxO Nanowires - Dataset

description: This is the dataset of "Electrical and Thermal Conductivities of Single CuxO Nanowires".
This research is funded by the project 19ENG05 NanoWires. The project has received funding from the EMPIR program co-financed by the Participating States and from the European Union's Horizon 2020 research and innovation program.
DOI: 10.5525/gla.researchdata.1517
title: Microdifuse reflectance spectra from Anopheles gambiae s.l

description: Fourier transform infrared spectroscopy measurements from mosquitoes legs in reflection mode from the following species/strains: Anopheles gambiae (kisumu strain), Anopheles coluzzii (Ngousso strain) and Anopheles gambiae (Tiassale strain)
DOI: 10.5281/zenodo.8358672
title: GBMatch_CNN - additional data

description: In this repository, you can find additional data for our "GBMatch_CNN" project. Please refer to the github-page for further information: https://github.com/tovaroe/GBMatch_CNN


Included are two datasets:


1. GBMatch_included_tiles.7z includes all H&E tiles that were used for training the CNNs and a full annotation csv.


2. IHC_geojsons.7z includes QuPath annotations of immunohistochemically stained slides.
DOI: 10.6084/m9.figshare.24442855
title: Costly Peace and Wasteful Conflict: Theory and Experimental Evidence - Data and Analysis Code

description: Raw data and analysis code for the paper "Costly Peace and Wasteful Conflict: Theory and Experimental Evidence". This repository contains three files:<br><br>complete.xlsx: The raw experimental data.Behavioral_Data_Analysis_Production_vs_Predation.ipynb: A Jupyter Notebook containing the code for data processing and the analysis reported in the paper.Equilibrium_Analysis_Production_vs_Predation.ipynb: A Jupyter Notebook containing the code for the game-theoretic analysis and related figures reported in the paper.
DOI: 10.6084/m9.figshare.24442855.v1
title: Costly Peace and Wasteful Conflict: Theory and Experimental Evidence - Data and Analysis Code

description: Raw data and analysis code for the paper "Costly Peace and Wasteful Conflict: Theory and Experimental Evidence". This repository contains three files:<br><br>complete.xlsx: The raw experimental data.Behavioral_Data_Analysis_Production_vs_Predation.ipynb: A Jupyter Notebook containing the code for data processing and the analysis reported in the paper.Equilibrium_Analysis_Production_vs_Predation.ipynb: A Jupyter Notebook containing the code for the game-theoretic analysis and related figures reported in the paper.
DOI: 10.3886/e112431v1-142632
title: Replication data for: Electoral Accountability and Corruption: Evidence from the Audits of Local Governments

description: We show that political institutions affect corruption levels. We use audit reports in Brazil to construct new measures of political corruption in local governments and test whether electoral accountability affects the corruption practices of incumbent politicians. We find significantly less corruption in municipalities where mayors can get reelected. Mayors with reelection incentives misappropriate 27 percent fewer resources than mayors without reelection incentives. These effects are more pronounced among municipalities with less access to information and where the likelihood of judicial punishment is lower. Overall our findings suggest that electoral rules that enhance political accountability play a crucial role in constraining politician's corrupt behavior. (JEL D72, K42, O17)
description: Municipalities in Brazil subject to audits from the Comptrollers Office (CGU).
description: The audit reports were read and coded by the authors
DOI: 10.6084/m9.figshare.24186528
title: none

description: none
DOI: 10.6084/m9.figshare.24186528.v2
title: none

description: none
DOI: 10.6084/m9.figshare.24186528.v1
title: Vacancy pair–capturing strategy for heterogeneous metal binuclear-site catalysts

description: This file includes the details of the involved figures and tables in the manuscript, as well as the tabulated coordinates from DFT simulations。
DOI: 10.34740/kaggle/dsv/6808110
title: AutoXGB
DOI: 10.34740/kaggle/dsv/6808111
title: OnlineFree
DOI: 10.18712/nsd-nsd3152-v5
title: School Election 2023, Questionnaire survey among pupils

description: Since 1989, school elections have been held at the upper secondary schools in connection with parliamentary, municipal and county council elections. The present data file is from a survey conducted at the same time as the school election in 2023. 16 945 students answered the questions in the 2021 school election project.
DOI: 10.14284/634
title: Using acoustic telemetry to study local and larger scale movements of plaice in relation to a Belgian offshore wind farm

description: The introduction of hard-substrate such as wind farms into an otherwise sandy environment can have effects on animals that are associated with the natural soft sediments. This projects aims to study the change in spatial behaviour of plaice, an important commercial flatfish species, due to the presence of an offshore wind farm in the Belgian part of the North Sea. Fish telemetry will be used as a study technique to obtain an idea about the short term and long term site residency and site fidelity of plaice relative to the wind turbines. The gathered data can also give information on how this newly introduced habitat is used by plaice and whether it is important for this particular species.
DOI: 10.6084/m9.figshare.22802885.v1
title: <strong>PlantC2U:</strong> <strong>Convolutional neural network based deep learning of cross-species sequence landscapes predicts plastid C-to-U RNA editing in plants </strong>

description: Table S1. The detailed information of plastid RNA editing sites collected in REDIdb 3.0. Table S2. The summary of the chloroplast C-to-U RNA editing sites dataset. Table S3. The performance of PlantC2U in independent test based on the different flanking sequence and the ratio of positive and negative instances from primary negative samples. Table S4. The performance of PlantC2U in independent test based on the different flanking sequence and the ratio of positive and negative instances from sequence clusters. Table S5. Identification of plastid C-to-U editing sites across eight tissues in <em>K. obovata.</em> Table S6. Annotation and functional prediction of plastid C-to-U editing sites on the protein-coding genes in <em>K. obovata</em>. Table S7. Identification of plastid C-to-U editing sites in <em>K. obovata</em> leaf tissues under chilling events. Table S8. The functional enrichment analysis of four DEGs (<em>psbA</em>, <em>psbM</em>, <em>rps12</em> and <em>ndhA</em>) Table S9. The detailed information of 50 RNA-seq datasets, covering 4 tissues from 24 mangrove species. Table S10. Identification of plastid C-to-U editing sites in other 24 mangrove species.
DOI: 10.25442/hku.24191976
title: Supporting data for "The role of hope in college students' adjustment and academic performance"

description: The data came from three studies on the association of hope with adjustment and academic performance among college students. The studies examined issues of domain-generality and domain-specificity of hope, longitudinal relationships of hope with adjustment and academic performance, and intraindividual variations of state academic hope and their associations with ongoing academic goal pursuit.
DOI: 10.25442/hku.24191976.v1
title: Supporting data for "The role of hope in college students' adjustment and academic performance"

description: The data came from three studies on the association of hope with adjustment and academic performance among college students. The studies examined issues of domain-generality and domain-specificity of hope, longitudinal relationships of hope with adjustment and academic performance, and intraindividual variations of state academic hope and their associations with ongoing academic goal pursuit.
DOI: 10.25442/hku.24297580
title: Supporting data for "The essential role of male germline-specific protein MAPS in pachynema progression and fertility"

description: Meiosis enables the generation of haploid gametes from corresponding diploid progenitor cells with high fidelity and ensures genetic diversity through recombination. Meiotic prophase I, as a critical element of gametogenesis, is classified into five stages based on the chromosomal configurations, namely leptotene, zygotene, pachytene, diplotene, and diakinesis stages. Various proteins are recruited and degraded in the complicated process in meiotic prophase I; however, the identified proteins are still limited. In this study, we identified a male pachynema-specific protein (<i>Maps</i>) gene, expressed specifically in the mouse testis and pachytene spermatocytes. The function and mechanism of MAPS in regulating pachynema progression were investigated.
DOI: 10.25442/hku.24297580.v1
title: Supporting data for "The essential role of male germline-specific protein MAPS in pachynema progression and fertility"

description: Meiosis enables the generation of haploid gametes from corresponding diploid progenitor cells with high fidelity and ensures genetic diversity through recombination. Meiotic prophase I, as a critical element of gametogenesis, is classified into five stages based on the chromosomal configurations, namely leptotene, zygotene, pachytene, diplotene, and diakinesis stages. Various proteins are recruited and degraded in the complicated process in meiotic prophase I; however, the identified proteins are still limited. In this study, we identified a male pachynema-specific protein (<i>Maps</i>) gene, expressed specifically in the mouse testis and pachytene spermatocytes. The function and mechanism of MAPS in regulating pachynema progression were investigated.
DOI: 10.25442/hku.24033570
title: <i>Supporting data for "Determining the function of chromosomal nuclear peripheral localization in nuclear envelope rupture repair and cell cycle regulation"</i>

description: In this study, we aimed to explore how cells respond to nuclear rupture, how they repair it, and which checkpoints are activated to protect the cells from damage. Furthermore, it also can provide a better understanding of the cellular pathology in diseases with nuclear envelope instability and frequent ruptures, such as in laminopathies and cancers.The supporting data attached here includes the raw data shown in thesis chapters 3-7 and presentations (seminars and poster) . Please read the file to see the detailed.<br>
DOI: 10.25442/hku.24033570.v1
title: <i>Supporting data for "Determining the function of chromosomal nuclear peripheral localization in nuclear envelope rupture repair and cell cycle regulation"</i>

description: In this study, we aimed to explore how cells respond to nuclear rupture, how they repair it, and which checkpoints are activated to protect the cells from damage. Furthermore, it also can provide a better understanding of the cellular pathology in diseases with nuclear envelope instability and frequent ruptures, such as in laminopathies and cancers.The supporting data attached here includes the raw data shown in thesis chapters 3-7 and presentations (seminars and poster) . Please read the file to see the detailed.<br>
DOI: 10.25442/hku.23995530
title: Supporting Data for "From Parts, Whole, to Recognition in Face and Ensemble Processing."

description: The dataset consists of all the raw data, script for analysis, results and graphs for the thesis "From Parts, Whole, to Recognition in Face and Ensemble Processing." Two folders are attached. The first folder (chapter2) contains all the relevant materials for the experiments reported in Chapter 2. 6 behavioral experiments (organized in 6 subfolders, hfp_exp_1a, hfp_exp_1b, hfp_exp_2a, hfp_exp_2b, hfp_exp_3a, hfp_exp_3b) were conducted in chapter 2. The second folder (chapter3) contains all the relevant materials for the experiments reported in Chapter 3. 2 experiments (organized in 2 subfolders, ep_exp_1.1, ep_exp_1.2) were conducted in chapter 3. Please read the README.txt for more information about the dataset.
DOI: 10.25442/hku.23995530.v1
title: Supporting Data for "From Parts, Whole, to Recognition in Face and Ensemble Processing."

description: The dataset consists of all the raw data, script for analysis, results and graphs for the thesis "From Parts, Whole, to Recognition in Face and Ensemble Processing." Two folders are attached. The first folder (chapter2) contains all the relevant materials for the experiments reported in Chapter 2. 6 behavioral experiments (organized in 6 subfolders, hfp_exp_1a, hfp_exp_1b, hfp_exp_2a, hfp_exp_2b, hfp_exp_3a, hfp_exp_3b) were conducted in chapter 2. The second folder (chapter3) contains all the relevant materials for the experiments reported in Chapter 3. 2 experiments (organized in 2 subfolders, ep_exp_1.1, ep_exp_1.2) were conducted in chapter 3. Please read the README.txt for more information about the dataset.
DOI: 10.25442/hku.23910303
title: Supporting Data for "Retailing Sex Magic: Obscenity and the Hong Kong Sex Toys Industry"

description: These are interview transcripts from semi-structured interviews conducted during my MPhil thesis. I interviewed various stakeholders from the Hong Kong sex toys industry, including sex shop founders and shopkeepers, among others.
DOI: 10.25442/hku.23910303.v1
title: Supporting Data for "Retailing Sex Magic: Obscenity and the Hong Kong Sex Toys Industry"

description: These are interview transcripts from semi-structured interviews conducted during my MPhil thesis. I interviewed various stakeholders from the Hong Kong sex toys industry, including sex shop founders and shopkeepers, among others.