cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccx84z8
title: CCDC 841990: Experimental Crystal Structure Determination

description: Related Article: Chen Xu, Xin-Qi Hao, Zhen Li, Xin-Ming Dong, Lu-Meng Duan, Zhi-Qiang Wang, Bao-Ming Ji, Mao-Ping Song|2012|Inorg.Chem.Commun.|17|34|doi:10.1016/j.inoche.2011.12.009
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: 10.5517/ccw60dg
title: CCDC 810135: Experimental Crystal Structure Determination

description: Related Article: Zheyu Zhang|2012|Inorg.Chem.Commun.|17|38|doi:10.1016/j.inoche.2011.12.010
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: 10.5517/ccx850b
title: CCDC 841991: Experimental Crystal Structure Determination

description: Related Article: Chen Xu, Xin-Qi Hao, Zhen Li, Xin-Ming Dong, Lu-Meng Duan, Zhi-Qiang Wang, Bao-Ming Ji, Mao-Ping Song|2012|Inorg.Chem.Commun.|17|34|doi:10.1016/j.inoche.2011.12.009
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: 10.13140/rg.2.2.27337.66408
title: Best Paper Award at IET International Conference on Green Energy, Computing and Intelligent Technology (GEn-CITy 2024) presented to Jinfeng Li and Haorong Li
DOI: 10.15468/dl.2evk97
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cenchrus clandestinus",
 "HasCoordinate is true",
 "Country is Namibia"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047994-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccwv8jh
title: CCDC 829607: Experimental Crystal Structure Determination

description: Related Article: G.Ahuja, P.Mathur|2012|Inorg.Chem.Commun.|17|42|doi:10.1016/j.inoche.2011.12.011
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: 10.5517/ccwv8kj
title: CCDC 829608: Experimental Crystal Structure Determination

description: Related Article: G.Ahuja, P.Mathur|2012|Inorg.Chem.Commun.|17|42|doi:10.1016/j.inoche.2011.12.011
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: 10.13140/rg.2.2.20993.77928/1
title: MATLAB Code for "Identifying Urban River Pollution Sources from Wet-Weather Discharges Using an Integrated Deep Learning and Data Assimilation Approach"
DOI: 10.5517/ccx0pq9
title: CCDC 834821: Experimental Crystal Structure Determination

description: Related Article: Yuan Yang, Shuxia Liu, Congcong Li, Shujun Li, Guojian Ren, Feng Wei, Qun Tang|2012|Inorg.Chem.Commun.|17|54|doi:10.1016/j.inoche.2011.12.013
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: 10.5517/ccx2s5x
title: CCDC 836819: Experimental Crystal Structure Determination

description: Related Article: Yu-Ting Yang, Yun-Xia Che, Ji-Min Zheng|2012|Inorg.Chem.Commun.|17|49|doi:10.1016/j.inoche.2011.12.012
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: 10.5517/ccwzwmb
title: CCDC 834043: Experimental Crystal Structure Determination

description: Related Article: Cheng-Qi Jiao, Cui-Ying Huang, Zhen-Gang Sun, Kai Chen, Cheng-Lin Wang, Chao Li, Yan-Yu Zhu, Hui Tian, Shou-Hui Sun, Wei Chu, Ming-Jing Zheng|2012|Inorg.Chem.Commun.|17|64|doi:10.1016/j.inoche.2011.12.015
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: 10.5517/ccx27ls
title: CCDC 836305: Experimental Crystal Structure Determination

description: Related Article: L.D.Popov, S.I.Levchenkov, I.N.Shcherbakov, V.V.Lukov, K.Y.Suponitsky, V.A.Kogan|2012|Inorg.Chem.Commun.|17|1|doi:10.1016/j.inoche.2011.11.020
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: 10.5281/zenodo.17408668
title: Datos de investigación del artículo "Autonomía estratégica en el Triángulo del Litio: narrativas geopolíticas frente a la hegemonía"

description: Este conjunto de materiales respalda el artículo “Autonomía estratégica en el Triángulo del Litio: narrativas geopolíticas frente a la hegemonía”. El estudio analiza, desde un enfoque multidisciplinar de geografía crítica y ciencia de datos aplicada, las estrategias de Argentina, Bolivia y Chile frente a la competencia geopolítica por el litio entre 2013 y 2025.

El repositorio contiene dos archivos principales:

1. Dataset base (.xlsx): contiene 28 variables —6 categóricas y 22 numéricas— distribuidas en cinco dimensiones analíticas (Mercado, Tecnología, Procesamiento, Externalidades y Dependencia/Autonomía). Los datos fueron compilados y normalizados a partir de fuentes oficiales y especializadas (USGS, Banco Mundial, FMI, OEC, PCPS, discursos presidenciales y prensa). Incluye información sobre producción, comercio, inversión, emisiones, estrategias nacionales y grados de dependencia comercial.

2. Notebook de análisis en Python (.ipynb): documenta el flujo completo de procesamiento y análisis reproducible. Comprende:





Preprocesamiento, limpieza y validación estadística de los datos.




Exploratory Data Analysis (EDA) y visualizaciones automatizadas.




Estadística descriptiva e inferencial (correlaciones de Pearson, regresiones lineales múltiples con validación cruzada, simulaciones Monte Carlo y verificación de multicolinealidad).




Estudios longitudinales (2013–2025) y cruce de variables categóricas y numéricas.




Gráficos comparativos, matrices de correspondencia y análisis de relaciones entre autonomía estratégica y dependencia estructural.



El código se desarrolló en Python 3.11, utilizando librerías estándar de ciencia de datos (Pandas, NumPy, Matplotlib, SciPy, Statsmodels y Seaborn).

Ambos archivos fueron elaborados con fines de transparencia y reproducibilidad científica, siguiendo principios FAIR (Findable, Accessible, Interoperable, Reusable). No contienen información confidencial ni identificable.

Los datos y scripts están disponibles bajo licencia Creative Commons Attribution 4.0 International (CC BY 4.0) y pueden ser reutilizados citando esta fuente.
DOI: 10.5517/ccssxyd
title: CCDC 738945: Experimental Crystal Structure Determination

description: Related Article: Hao Jiang, Xin Wang, Tian-Lu Sheng, Sheng-Min Hu, Rui-Biao Fu, Xin-Tao Wu|2012|Inorg.Chem.Commun.|17|5|doi:10.1016/j.inoche.2011.11.024
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: 10.5517/ccx27mt
title: CCDC 836306: Experimental Crystal Structure Determination

description: Related Article: L.D.Popov, S.I.Levchenkov, I.N.Shcherbakov, V.V.Lukov, K.Y.Suponitsky, V.A.Kogan|2012|Inorg.Chem.Commun.|17|1|doi:10.1016/j.inoche.2011.11.020
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: 10.5517/ccxdnyw
title: CCDC 846329: Experimental Crystal Structure Determination

description: Related Article: Yi-En Du, Ming-Yang Zhang, Ya-Ru Zhang, Zheng-Bo Han|2012|Inorg.Chem.Commun.|17|13|doi:10.1016/j.inoche.2011.12.002
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: 10.5517/ccxgb3s
title: CCDC 847915: Experimental Crystal Structure Determination

description: Related Article: Huan Zhang, Ying Lu, Zhi-ming Zhang, En-bo Wang|2012|Inorg.Chem.Commun.|17|9|doi:10.1016/j.inoche.2011.11.040
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: 10.5517/ccsz9tv
title: CCDC 744118: Experimental Crystal Structure Determination

description: Related Article: Peng Chen, Quan Li, Shuo Chen, Pengfei Yan, Yan Wang, Guangming Li|2012|Inorg.Chem.Commun.|17|17|doi:10.1016/j.inoche.2011.12.005
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: 10.5517/ccxdnzx
title: CCDC 846330: Experimental Crystal Structure Determination

description: Related Article: Yi-En Du, Ming-Yang Zhang, Ya-Ru Zhang, Zheng-Bo Han|2012|Inorg.Chem.Commun.|17|13|doi:10.1016/j.inoche.2011.12.002
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: 10.13140/rg.2.2.28058.56002
title: Researcher Academy How to review a manuscript (40 minutes)
DOI: 10.5517/ccwnjst
title: CCDC 824097: Experimental Crystal Structure Determination

description: Related Article: Peng Chen, Quan Li, Shuo Chen, Pengfei Yan, Yan Wang, Guangming Li|2012|Inorg.Chem.Commun.|17|17|doi:10.1016/j.inoche.2011.12.005
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: 10.5517/ccwyd9h
title: CCDC 832607: Experimental Crystal Structure Determination

description: Related Article: Wei Wei, Kai Yu, Zhan-hua Su, Yang Yu, Bai-bin Zhou, Chun-cheng Zhu|2012|Inorg.Chem.Commun.|17|21|doi:10.1016/j.inoche.2011.12.006
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: 10.15468/dl.ggwdzw
title: Occurrence Download

description: A dataset containing 230192 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 one of (Athanasia inopinata, Schoenus subfascicularis, Helictochloa murcica, Corchorus depressus, Roepera apiculata, Iljinskaea planisiliqua, Roemeria argemone, Pericallis appendiculata, Jacobaea trapezuntina, Carex hookeri, Chrysolepis sempervirens, Jacobaea cilicia, Ageratina grandifolia, Cycnogeton microtuberosum, Carex quinquin, Carex multifaria, Abutilon abutiloides, Strombocarpa strombulifera, Jacobaea gnaphalioides, Jacobaea carniolica, Striga bilabiata, Desmocladus fasciculatus, Ammannia sagittifolia, Fleischmannia pycnocephala, Ammannia muelleri, Catapodium marinum, Hibbertia riparia, Lobelia limosa, Senna phyllodinea, Melicytus dentatus, Senna clavigera, Hemionitis dura, Reichardia crystallina, Tylecodon wallichii, Chrysopogon oliganthus, Olearia subspicata, Hibbertia acicularis, Jamesbrittenia filicaulis, Bursera grandifolia, Hormathophylla longicaulis, Corynabutilon ochsenii, Iberis atlantica, Gibbaeum petrense, Crambe, Helichrysum stoechas, Spatalla incurva, Hemionitis yikka, Syzygium angophoroides, Brachyloma baxteri, Olearia lepidophylla, Helichrysum pendulum, Exodeconus pusillus, Hibbertia intermedia, Adenocarpus telonensis, Pomaderris lanigera, Sairocarpus cornutus, Helichrysum albanense, Olearia elaeophila, Bossiaea angustifolia, Bidens xanti, Caroxylon cyclophyllum, Hibbertia nitida, Spatalla prolifera, Jamesbrittenia tenuifolia, Helichrysum odoratissimum, Acacia fauntleroyi, Hemionitis clevelandii, Caroxylon merxmuelleri, Acacia calligera, Excoecaria simii, Autonoe haemorrhoidalis, Tridentopsis mutica, Dactylanthera chevallieriana, Limonium densiflorum, Psoralea swartbergensis, Gypsophila reuteri, Dactylanthera fournieri, Ziziphus spina-christi, Spergularia arbuscula, Nototriche rugosa, Spergularia brevifolia, Limonium tuberculatum, Drosanthemopsis vaginata, Staavia radiata, Genoplesium nudiscapum, Limonium fallax, Leichhardtia longiloba, Sebaea spathulata, Habenaria mossii, Gypsophila capillaris, Brunia thomae, Setaria leucopila, Anginon swellendamense, Malva phoenicea, Pityrogramma calomelanos, Centella triloba, Setaria nigrirostris, Sabulina thymifolia, Carlowrightia linearifolia, Pecluma alfredii)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 230192 records from 1589 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047952-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q3f28j
title: Occurrence Download

description: A dataset containing 95050 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "Month is one of (August, September, October)",
 "PublishingOrg is c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f",
 "TaxonKey is Lepidoptera",
 "Year 2024-2024"
 ]
}

 The dataset includes 95050 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000637-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jme77v
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chordata)",
 "HasCoordinate is one of (true)",
 "Geometry POLYGON((-74.7973946427998 7.2123625207089,-74.7555499005466 7.2123625207089,-74.7555499005466 7.28282808691291,-74.7973946427998 7.28282808691291,-74.7973946427998 7.2123625207089))"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000641-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n9gxrb
title: Occurrence Download

description: A dataset containing 1614 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is CR",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2021-2023"
 ]
}

 The dataset includes 1614 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000643-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.42gmeb
title: Occurrence Download

description: A dataset containing 60171 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Ara chloropterus G.R.Gray, 1859, Cucurbita pepo L.)"
 ]
}

 The dataset includes 60171 records from 650 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000642-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vfpdv
title: Occurrence Download

description: A dataset containing 400 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dalea cylindrica Hook."
 ]
}

 The dataset includes 400 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000646-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.baqhgq
title: Occurrence Download

description: A dataset containing 4021 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((62 0,145 0,145 55,62 55,62 0))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Crocidura Wagler, 1832"
 ]
}

 The dataset includes 4021 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000647-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.39qrjq
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Amphibia)",
 "HasCoordinate is one of (true)",
 "Geometry POLYGON((-74.7973946427998 7.2123625207089,-74.7555499005466 7.2123625207089,-74.7555499005466 7.28282808691291,-74.7973946427998 7.28282808691291,-74.7973946427998 7.2123625207089))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000645-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9p7q57
title: Occurrence Download

description: A dataset containing 602 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (United States of America, Mexico, Puerto Rico, Brazil, Philippines, India, Costa Rica, Panama, China)",
 "DatasetKey is one of (The New York Botanical Garden Herbarium (NY), Tropicos MO Specimen Data, The vascular plants collection (P) at the Herbarium of the Muséum national d'Histoire Naturelle (MNHN - Paris), Harvard University Herbaria: All Records, NMNH Extant Specimen Records (USNM, US), Digitalización y Sistematización de las Colecciones Biológicas Nacionales del Instituto de Biología, UNAM (Plantas vasculares), 2023 Contributions of Plant Specimen Data inside China, Herbolario v.1: A Dataset of Medicinal Plants Used in the 21st Century by Ethnolinguistic Groups in the Philippines, A global database for the distributions of crop wild relatives)",
 "TaxonKey is Musa ×paradisiaca L."
 ]
}

 The dataset includes 602 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000649-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.edr3hj
title: Occurrence Download

description: A dataset containing 22482 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cucurbita pepo L."
 ]
}

 The dataset includes 22482 records from 523 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000650-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xfe2n
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nasa picta (Hook.) Molinari"
 ]
}

 The dataset includes 125 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000652-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yfastb
title: Occurrence Download

description: A dataset containing 13440 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microneta viaria (Blackwall, 1841)"
 ]
}

 The dataset includes 13440 records from 253 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000648-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.