cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17559779
title: The Complete Results, Code and Dataset of Research of Refactoring Evolutionary Volatility

description: This database is available duplication of the submmitted paper.The details are described below to facilitate replication of the experiment:



Refactoring dataset.zip is a refactoring dataset of 48 projects, stored in json format, including the specific data of 807651 refactoring instances. The shared data can be provided for other research to further expand based on this data.

oddsRatioResults.csv is the complete result of RQ1, including odd ratios and p values for 90 refactoring types.

Rq2-datacollecting.py is a Python script used in RQ2 to collect different metrics, including metrics for the churn/history/experience dimension.

sampling_result.json is a sample data set used in RQ4 to analyze the cause of refactoring volatility.

RQ4 - Reasons explaination(Pictures).zip is the specific examples for different reasons for refactoring volatility, including a screenshot of the refactoring code changes at commits.

RQ5 - JIT_prediction provide the source code for predicting the REV probability of a refactoring.
DOI: 10.6084/m9.figshare.29590139
title: <b>The impact of maternal disgust sensitivity </b><b>from pregnancy until three years</b> <b>postpartum</b><b> on the early development of disgust sensitivity in the child</b>

description: This longitudinal study examined whether maternal disgust sensitivity (measured at multiple time points—from pregnancy through three years postpartum) predicts disgust sensitivity (as maternal report) in three-year-old children and whether this relationship is affected by parity and maternal affective states (anxiety, perceived stress, and positive and negative affect; measured at multiple time points—from pregnancy through three years postpartum).
DOI: 10.6084/m9.figshare.29590139.v1
title: <b>The impact of maternal disgust sensitivity </b><b>from pregnancy until three years</b> <b>postpartum</b><b> on the early development of disgust sensitivity in the child</b>

description: This longitudinal study examined whether maternal disgust sensitivity (measured at multiple time points—from pregnancy through three years postpartum) predicts disgust sensitivity (as maternal report) in three-year-old children and whether this relationship is affected by parity and maternal affective states (anxiety, perceived stress, and positive and negative affect; measured at multiple time points—from pregnancy through three years postpartum).
DOI: 10.15468/dl.6fu6cg
title: Occurrence Download

description: A dataset containing 5085076 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Geometry POLYGON((-11.24148 48.82559,3.82559 48.82559,3.82559 61.87375,-11.24148 61.87375,-11.24148 48.82559))",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 5085076 records from 400 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023174-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17559835
title: Nanostore Interview Transcript Quotations from Qualitative Analysis using ATLAS.ti

description: This file contains textual quotations extracted from interviews with nanostore owners and managers, conducted as part of a qualitative study on digital transformation and supply chain adaptation within the context of Society 5.0.The interviews were analyzed using ATLAS.ti, where textual segments were coded and classified under analytical themes such as digitalization, technological challenges, consumer behavior, and adaptation strategies in local markets.This dataset serves as direct textual evidence supporting the qualitative findings of the nanostore research project
DOI: 10.34740/kaggle/dsv/13659035
title: Daftar Pengadilan Indonesia
DOI: 10.25345/c5tt4g63p
title: MassIVE MSV000099799 - Data for "Increasing PFAS Concentrations in Human Serum Correlate with Elevated Blood Lipid Levels"
title: Data used for the suspect screening analysis of per- and polyfluoroalkyl substances (PFAS) in Durham, NC firefighter serum and serum from individuals living in Pittsboro, NC with contaminated drinking water sources to compare serum PFAS levels based on exposure routes. The remaining data files are for suspect screening of lipids in the same samples to observe lipid alterations associated with elevated serum PFAS levels. Provided also includes double blanks, method blanks (used for blank subtractions), and standard blanks, as well as affiliated tune files. All data were collected on an LC-IMs-MS platform with non-targeted data acquisition.
DOI: 10.15468/dl.rvb5xp
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cajanus albicans",
 "Year 1950-2025"
 ]
}

 The dataset includes 26 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023185-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jkdx2q
title: Occurrence Download

description: A dataset containing 90920 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eriosoma lanigerum, Hemiberlesia pitysophila, Matsucoccus matsumurae, Aphanostigma piri, Phenacoccus solenopsis, Corythucha ciliata, Leptocybe invasa, Quadrastichus erythrinae, Pectinophora gossypiella, Phthorimaea operculella, Laspeyresia pomonella, Opogona sacchari, Frankliniella occidentalis, Sphaeroma walkeri, Carassius cuvieri, Poecilia reticulata, Clarias batrachus, Lithobates grylio, Chelydra serpentina, Pomacea maculata)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 90920 records from 364 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023182-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2m8htq
title: Occurrence Download

description: A dataset containing 136 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abronia oaxacae"
 ]
}

 The dataset includes 136 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023186-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17559834
title: Qualitative Codebook for IoT Adoption in Nanostores: Thematic Framework from ATLAS.ti Analysis

description: This file presents the qualitative codebook developed for the analysis of interviews focusing on IoT (Internet of Things) adoption in nanostores within the broader context of digital transformation and Society 5.0.It includes a structured list of codes, main themes, and analytical memos, along with operational definitions for each code to ensure consistency and reliability in the qualitative analysis process.The dataset serves as a methodological reference supporting the interpretation of findings on smart technology adoption in small retail environments
DOI: 10.5281/zenodo.17559863
title: Qualitative Codebook for IoT Adoption in Nanostores: Thematic Framework from ATLAS.ti Analysis

description: This file presents the qualitative codebook developed for the analysis of interviews focusing on IoT (Internet of Things) adoption in nanostores within the broader context of digital transformation and Society 5.0.It includes a structured list of codes, main themes, and analytical memos, along with operational definitions for each code to ensure consistency and reliability in the qualitative analysis process.The dataset serves as a methodological reference supporting the interpretation of findings on smart technology adoption in small retail environments
DOI: 10.15468/dl.w3qyy7
title: Occurrence Download

description: A dataset containing 169281 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "TaxonKey is Vanessa atalanta"
 ]
}

 The dataset includes 169281 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023184-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xg4a23
title: Occurrence Download

description: A dataset containing 1653 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-9.72943 35.48698,3.95308 35.48698,3.95308 44.00364,-9.72943 44.00364,-9.72943 35.48698))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mustela erminea"
 ]
}

 The dataset includes 1653 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023190-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17432484
title: Machine Learning-Assisted Hybrid Cuckoo Search for Predictive Optimization in Renewable Energy Systems

description:  





This dataset contains simulated input data, experimental results, and generated outputs used in the study “Machine Learning-Assisted Hybrid Cuckoo Search for Predictive Optimization in Renewable Energy Systems.”The data were synthetically generated through computational modeling to support the optimization experiments and predictive modeling described in the manuscript.No real-world or confidential data were used.




Specifically, the dataset includes:• Simulated renewable energy demand and generation time-series (training and testing sets).• Preprocessed input matrices for the predictive optimization model.• Parameter settings and configuration files for the hybrid Cuckoo Search algorithm.• Intermediate and final optimization results, including best-found solutions and convergence statistics.• Supporting data used to generate all figures, tables, and performance metrics reported in the article.




All files are provided in open formats (CSV, XLSX, TXT) to ensure full reproducibility.Researchers are free to reuse, adapt, and extend this dataset under the CC-BY 4.0 license, provided proper attribution is given.




Keywords: Renewable Energy, Predictive Optimization, Machine Learning, Cuckoo Search, Metaheuristics, Open Data, Energy Forecasting, Simulated Data.
DOI: 10.5281/zenodo.17559679
title: Machine Learning-Assisted Hybrid Cuckoo Search for Predictive Optimization in Renewable Energy Systems

description:  





This dataset contains simulated input data, experimental results, and generated outputs used in the study “Machine Learning-Assisted Hybrid Cuckoo Search for Predictive Optimization in Renewable Energy Systems.”The data were synthetically generated through computational modeling to support the optimization experiments and predictive modeling described in the manuscript.No real-world or confidential data were used.




Specifically, the dataset includes:• Simulated renewable energy demand and generation time-series (training and testing sets).• Preprocessed input matrices for the predictive optimization model.• Parameter settings and configuration files for the hybrid Cuckoo Search algorithm.• Intermediate and final optimization results, including best-found solutions and convergence statistics.• Supporting data used to generate all figures, tables, and performance metrics reported in the article.




All files are provided in open formats (CSV, XLSX, TXT) to ensure full reproducibility.Researchers are free to reuse, adapt, and extend this dataset under the CC-BY 4.0 license, provided proper attribution is given.




Keywords: Renewable Energy, Predictive Optimization, Machine Learning, Cuckoo Search, Metaheuristics, Open Data, Energy Forecasting, Simulated Data.
DOI: 10.5281/zenodo.17559885
title: GameBoard

description: 100 top board games from GameBoardGeek















The dataset includes the following fields:





name: Name of the game.




players: Indicates the minimum number of players required.




min_time: Indicates the minimum duration of a game (expressed in minutes).




age: Indicates the minimum age required to play the game.




difficulty: A measure of how difficult it is to learn to play. This value is based on user ratings. The minimum is 1 and the maximum is 5.




geek_rating: The score the game has based on votes from Geek users. The minimum is 1 and the maximum is 10.




avg_rating: The average score of the game based on votes from Geek users. The minimum is 1 and the maximum is 10.




num_voters: The number of users who have rated the game.
DOI: 10.5281/zenodo.17559886
title: GameBoard

description: 100 top board games from GameBoardGeek















The dataset includes the following fields:





name: Name of the game.




players: Indicates the minimum number of players required.




min_time: Indicates the minimum duration of a game (expressed in minutes).




age: Indicates the minimum age required to play the game.




difficulty: A measure of how difficult it is to learn to play. This value is based on user ratings. The minimum is 1 and the maximum is 5.




geek_rating: The score the game has based on votes from Geek users. The minimum is 1 and the maximum is 10.




avg_rating: The average score of the game based on votes from Geek users. The minimum is 1 and the maximum is 10.




num_voters: The number of users who have rated the game.
DOI: 10.15468/dl.8ugnta
title: Occurrence Download

description: A dataset containing 2619 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (IND.16.23_1, IND.16.22_1, IND.16.8_1)",
 "TaxonKey is Odonata"
 ]
}

 The dataset includes 2619 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023191-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13659098
title: BOS Kemdikbud
DOI: 10.15468/dl.zjjfya
title: Occurrence Download

description: A dataset containing 2828 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((23.76568 34.11188,48.17149 34.11188,48.17149 43.88428,23.76568 43.88428,23.76568 34.11188))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Apis mellifera"
 ]
}

 The dataset includes 2828 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023193-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y6xf64
title: Occurrence Download

description: A dataset listing the 88 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (IND.16.23_1, IND.16.22_1, IND.16.8_1)",
 "TaxonKey is Odonata"
 ]
}

 The dataset's 88 records were derived from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023187-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r8n2xz
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bolbelasmus unicornis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 147 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023194-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vuxtx9
title: Occurrence Download

description: A dataset containing 14726289 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Swiss National Databank of Vascular Plants"
 ]
}

 The dataset includes 14726289 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023189-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.asxnya
title: Occurrence Download

description: A dataset containing 666535 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Aprovechamiento Forestal en el área de influencia del Proyecto Hidroeléctrico Ituango"
 ]
}

 The dataset includes 666535 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023192-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cvc44v
title: Occurrence Download

description: A dataset containing 822 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((61.00196 31.2889,98.44822 31.2889,98.44822 54.03371,61.00196 54.03371,61.00196 31.2889))",
 "TaxonKey is Picea schrenkiana"
 ]
}

 The dataset includes 822 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023197-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z5bswe
title: Occurrence Download

description: A dataset containing 2039 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((98.18376 24.69261,101.41612 24.69261,101.41612 28.9817,98.18376 28.9817,98.18376 24.69261))",
 "HasCoordinate is true",
 "TaxonKey is Russula"
 ]
}

 The dataset includes 2039 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023196-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13659149
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.vcc4q3
title: Occurrence Download

description: A dataset containing 19319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bombina bombina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19319 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023198-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2qvcmf
title: Occurrence Download

description: A dataset containing 49796931 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 49796931 records from 11854 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023160-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvgujv
title: Occurrence Download

description: A dataset containing 1844 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Mogera wogura robusta Nehring, 1891"
 ]
}

 The dataset includes 1844 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005744-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vs9ghl
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027156-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5x7wsv
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037599-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gvp928
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Myriopholis parkeri (Broadley, 1999)"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005748-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2id26a
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027164-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fw5ss1
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037584-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gefgay
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027174-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.