cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17220996
title: The Impact of Socio-Economic Factors on the Dynamics of Social Pressure in Kazakhstan Data

description: Dataset DescriptionThis dataset contains socio-economic indicators of Kazakhstan for the period 2014–2024. The data cover employment, income, poverty, prices, and social support. They were used to construct the Socio-Economic Pressure Index (SEPI), the Social Stability Index (SSI), and the Social Inertia Index (SII).

The dataset includes three sheets:





Raw data: original values of indicators.




Normalized data: values transformed using the Max–Min method.




Indices: composite indices (SEPI, SSI, SII).



Table 1. Socio-economic indicators and their measurement parameters








Indicator
Category
Code
Unit of measurement
Explanation




Unemployed persons
Employment
UEMP
persons
Number of unemployed persons


Consumer price index
Prices
CPI
percent
Consumer price index


Special state benefits
Social support
BENSP
KZT
Average monthly special state benefits


Minimum pension
Social support
PENMIN
KZT
Minimum pension amount


Public social benefits
Social support
BENSO
KZT
Average monthly state social benefits


Housing assistance
Social support
ASSTH
KZT
Average state housing assistance


Below subsistence share
Poverty level
SHRSUBS
percent
Share of population below the subsistence min


Below food basket share
Poverty level
SHRFOOD
percent
Share of population below the cost of basket


Poverty gap
Poverty level
POVGAP
percent
Poverty gap


Consumption income
Income
INCCONS
KZT per person
Household income used for consumption


Income to subsistence ratio
Income
INCSUBS
percent
Ratio of consumption income to subsistence


Nominal income
Income
INCNOM
KZT per person
Per capita nominal monetary income


Monetary expenditure
Income
EXPMON
KZT per person
Per capita monetary expenditure


Gini index
Income
GINI
index
Gini index of income inequality
DOI: 10.5281/zenodo.17220997
title: The Impact of Socio-Economic Factors on the Dynamics of Social Pressure in Kazakhstan Data

description: Dataset DescriptionThis dataset contains socio-economic indicators of Kazakhstan for the period 2014–2024. The data cover employment, income, poverty, prices, and social support. They were used to construct the Socio-Economic Pressure Index (SEPI), the Social Stability Index (SSI), and the Social Inertia Index (SII).

The dataset includes three sheets:





Raw data: original values of indicators.




Normalized data: values transformed using the Max–Min method.




Indices: composite indices (SEPI, SSI, SII).



Table 1. Socio-economic indicators and their measurement parameters








Indicator
Category
Code
Unit of measurement
Explanation




Unemployed persons
Employment
UEMP
persons
Number of unemployed persons


Consumer price index
Prices
CPI
percent
Consumer price index


Special state benefits
Social support
BENSP
KZT
Average monthly special state benefits


Minimum pension
Social support
PENMIN
KZT
Minimum pension amount


Public social benefits
Social support
BENSO
KZT
Average monthly state social benefits


Housing assistance
Social support
ASSTH
KZT
Average state housing assistance


Below subsistence share
Poverty level
SHRSUBS
percent
Share of population below the subsistence min


Below food basket share
Poverty level
SHRFOOD
percent
Share of population below the cost of basket


Poverty gap
Poverty level
POVGAP
percent
Poverty gap


Consumption income
Income
INCCONS
KZT per person
Household income used for consumption


Income to subsistence ratio
Income
INCSUBS
percent
Ratio of consumption income to subsistence


Nominal income
Income
INCNOM
KZT per person
Per capita nominal monetary income


Monetary expenditure
Income
EXPMON
KZT per person
Per capita monetary expenditure


Gini index
Income
GINI
index
Gini index of income inequality
DOI: 10.5281/zenodo.17183069
title: Data for "Spatial-temporal genome analysis and its application for prediction of functional systems in bacteria and archaea"
DOI: 10.15468/dl.acphhn
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Strelitzia reginae",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027454-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xc5yct
title: Occurrence Download

description: A dataset containing 4309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Najas minor",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4309 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027456-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mr3b4c
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Najas minor",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 42 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027455-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6qxevq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Najas minor",
 "Country is Pakistan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027457-250920141307145/datasets/export for details.
DOI: 10.15468/dl.t4vuay
title: Occurrence Download

description: A dataset containing 1548 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Styrax formosanus",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1548 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027459-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qf7k5v
title: Occurrence Download

description: A dataset containing 697 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Potamogeton crispus",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 697 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027460-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sn4mvc
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Potamogeton crispus",
 "Country is Costa Rica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027461-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.46ttt5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Potamogeton crispus",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027462-250920141307145/datasets/export for details.
DOI: 10.34740/kaggle/dsv/13202272
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.6073/pasta/5d6343ee16f954054022713cff3ad0a2
title: Particulate organic carbon (POC) and nitrogen (PON) concentrations in discrete water column samples collected from lakes in the McMurdo Dry Valleys, Antarctica (1993-2024, ongoing)

description: An important part of the McMurdo Long Term Ecological Research (LTER) is evaluating carbon and nitrogen budgets in perennial ice-covered lakes. This dataset addresses this core area of research and quantifies the particulate organic carbon (POC) and nitrogen (PON) found at specific depths in lakes across the McMurdo Dry Valleys of Antarctica.
DOI: 10.15468/dl.e99sr9
title: Occurrence Download

description: A dataset containing 1098 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Styrax suberifolius",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1098 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027463-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q62bwk
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Potamogeton crispus",
 "Country is Georgia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027466-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cedsxk
title: Occurrence Download

description: A dataset containing 230 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Potamogeton crispus",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 230 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027467-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.arrf3x
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Hypericum perforatum",
 "Continent is Europe",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027440-250920141307145/datasets/export for details.
DOI: 10.15468/dl.9puprt
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symplocos caudata",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 128 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027468-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f4gv6p
title: Occurrence Download

description: A dataset containing 236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "StateProvince is one of (Huila Depto., Huila, Huila Department, Huila Prov.)",
 "TaxonKey is Didelphis marsupialis"
 ]
}

 The dataset includes 236 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027469-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.25134
title: Database of Superconductors with Kagome Lattice by High-throughput Screening
title: Database of Superconductors with Kagome Lattice by High-throughput Screening

description: Our database includes the detailed crystallographic, electronic, and superconducting properties obtained from the 129 Kagome superconductors we identified in the main study by High-throughput Screening. The dataset is organized as a structured CSV file, also includes the necessary description of the physical properties (structural diversity, property annotations, et al) and the data source (Database ID) for the components.The dataset was generated through a multi-step workflow, including geometric screening, database integration and DFT validation, which allowed to verify via the Pymatgen package, extract thermodynamic, electronic, and superconducting properties and confirm flat bands and electronic structures.
description: Our database includes the detailed crystallographic, electronic, and superconducting properties obtained from the 129 Kagome superconductors we identified in the main study by High-throughput Screening. The dataset is organized as a structured CSV file, also includes the necessary description of the physical properties (structural diversity, property annotations, et al) and the data source (Database ID) for the components.The dataset was generated through a multi-step workflow, including geometric screening, database integration and DFT validation, which allowed to verify via the Pymatgen package, extract thermodynamic, electronic, and superconducting properties and confirm flat bands and electronic structures.
DOI: 10.15468/dl.mzjape
title: Occurrence Download

description: A dataset containing 3452 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Convallaria majalis",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3452 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027470-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.axahen
title: Occurrence Download

description: A dataset containing 2425 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Convallaria majalis",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2425 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027471-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5bp3fr
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Convallaria majalis",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027472-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.akv84d
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symplocos chinensis",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 131 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027473-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30224449.v1
title: O uso de técnicas de machine learning para detecção de fraudes

description: As instituições financeiras enfrentam desafios crescentes na detecção de fraudes em cartões de crédito devido à constante evolução das táticas fraudulentas. Esta revisão sistemática da literatura analisa 32 artigos recentes para identificar o estado da arte em <i>machine learning</i> (ML) para a detecção de fraudes. A análise revela que <b>Modelos Compostos</b> — abrangendo tanto <i>ensembles</i> de votação quanto híbridos sequenciais — consistentemente superam os algoritmos monolíticos. Estas arquiteturas avançadas são primariamente construídas sobre modelos baseados em árvore, com o <b>Gradient Boosting</b> representando o pico de desempenho preditivo e o <b>Random Forest</b> servindo como um pilar crucial de robustez. Embora as abordagens de <b>Deep Learning</b> sejam identificadas como a fronteira da pesquisa, oferecendo capacidades como adaptação autónoma, elas apresentam <i>trade-offs</i> significativos em interpretabilidade e custo computacional. A revisão confirma o papel crítico das técnicas de pré-processamento, particularmente os métodos de <i>oversampling</i> como SMOTE e ADASYN, para mitigar o severo desbalanceamento de classes inerente aos <i>datasets</i> de fraude. Reforça-se também a necessidade de utilizar métricas de avaliação apropriadas, como <i>Recall</i> e AUPRC, em detrimento da acurácia. Com base nestes achados, este trabalho entrega duas contribuições principais: uma <b>matriz de avaliação comparativa</b> que pontua as principais abordagens de ML segundo critérios técnicos e práticos, e um <b>framework prático de cinco fases</b> que traduz estes <i>insights</i> em um guia prescritivo para o desenvolvimento e monitoramento de sistemas de deteção de fraudes de alta performance. O estudo conclui destacando os desafios persistentes — nomeadamente <i>concept drift</i>, explicabilidade (XAI) e privacidade de dados (<i>Federated Learning</i>) — que definem as principais direções para pesquisas futuras.
DOI: 10.15468/dl.z8ehed
title: Occurrence Download

description: A dataset containing 757 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symplocos glauca",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 757 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027474-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wx9mwn
title: Occurrence Download

description: A dataset containing 175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polygonatum multiflorum",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 175 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027475-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gewq92
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polygonatum multiflorum",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027476-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3jzw7
title: Occurrence Download

description: A dataset containing 195 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Bryophyta [GBIF Backbone Taxonomy])",
 "StateProvince is one of (Cesar)"
 ]
 }
 ]
}

 The dataset includes 195 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027478-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kbx67x
title: Occurrence Download

description: A dataset containing 7294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "StateProvince is Huila",
 "TaxonKey is Sicalis flaveola"
 ]
}

 The dataset includes 7294 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027477-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y794jz
title: Occurrence Download

description: A dataset containing 171 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symplocos konishii",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 171 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027479-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.krrmuf
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Iris ensata",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027482-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2usd32
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Iris ensata",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027480-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9zr7r
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Iris ensata",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027481-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14736368
title: DISTRIBUCIÓN DE Chiasmocleis bassleri DUNN, 1949 EN COLOMBIA, CON COMENTARIOS EN LA DEFINICIÓN DE Hamptophryne boliviana (PARKER, 1927)

description: Coordenadas geográficas de la distribución de Chiasmocleis bassleri
DOI: 10.5281/zenodo.14736369
title: DISTRIBUCIÓN DE Chiasmocleis bassleri DUNN, 1949 EN COLOMBIA, CON COMENTARIOS EN LA DEFINICIÓN DE Hamptophryne boliviana (PARKER, 1927)

description: Coordenadas geográficas de la distribución de Chiasmocleis bassleri