cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc2m588c
title: CCDC 2418132: Experimental Crystal Structure Determination

description: Related Article: Md Tanjul Hoque, Pintu Pratihar, Prakash K. Mandal, Aranya Das, Rajjakfur Rahaman, Dilip K. Maiti|2025|J.Org.Chem.|||doi:10.1021/acs.joc.5c01881
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/ccdc.csd.cc2m94gk
title: CCDC 2421858: Experimental Crystal Structure Determination

description: Related Article: Vladimir Viktorovich Sharutin,  Maria Sergeevna Shumakova|2025|Yuzhno-Ural'skii Gosudarst. Univ.Vestn. Ser.Khim.|17|188-3|doi:10.14529/chem250320
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/ccdc.csd.cc2n8qd2
title: CCDC 2451244: Experimental Crystal Structure Determination

description: Related Article: El Mustafa Ouaaka, Mustapha Aazza, Thierry Maris, El Mostafa Khechoubi|2026|Phys.Lett.,A|575||doi:10.1016/j.physleta.2026.131409
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/ccdc.csd.cc2n8qf3
title: CCDC 2451245: Experimental Crystal Structure Determination

description: Related Article: El Mustafa Ouaaka, Mustapha Aazza, Thierry Maris, El Mostafa Khechoubi|2026|Phys.Lett.,A|575||doi:10.1016/j.physleta.2026.131409
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/ccdc.csd.cc2n8qg4
title: CCDC 2451246: Experimental Crystal Structure Determination

description: Related Article: El Mustafa Ouaaka, Mustapha Aazza, Thierry Maris, El Mostafa Khechoubi|2026|Phys.Lett.,A|575||doi:10.1016/j.physleta.2026.131409
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/ccdc.csd.cc2n8qh5
title: CCDC 2451247: Experimental Crystal Structure Determination

description: Related Article: El Mustafa Ouaaka, Mustapha Aazza, Thierry Maris, El Mostafa Khechoubi|2026|Phys.Lett.,A|575||doi:10.1016/j.physleta.2026.131409
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/ccdc.csd.cc2n8qj6
title: CCDC 2451248: Experimental Crystal Structure Determination

description: Related Article: El Mustafa Ouaaka, Mustapha Aazza, Thierry Maris, El Mostafa Khechoubi|2026|Phys.Lett.,A|575||doi:10.1016/j.physleta.2026.131409
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/ccdc.csd.cc2n8xmh
title: CCDC 2451437: Experimental Crystal Structure Determination

description: Related Article: Lyubov V. Frantsuzova, Daria P. Gerasimova, Kirill E. Metlushka, Elena K. Badeeva, Kristina A. Nikitina, Ruzal G. Zinnatullin, Kamil A. Ivsin, Olga N. Kataeva, Olga A. Lodochnikova|2025|Struct.Chem.|36|2349|doi:10.1007/s11224-025-02539-x
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/ccdc.csd.cc2nh118
title: CCDC 2457309: Experimental Crystal Structure Determination

description: Related Article: Jiaqian Mai, Shuangchen Lv, Haiyang Huang, Hongli Bao
|2026|Synthesis|||doi:10.1055/a-2738-3853
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/ccdc.csd.cc2prfgc
title: CCDC 2495173: Experimental Crystal Structure Determination

description: Related Article: Jianglan Liu, Jia-Yi Chen, Zhiqiang Peng, Lan Liu, Rong-Zhen Liao, Wenguang Wang|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c04930
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/ccdc.csd.cc2prfhd
title: CCDC 2495174: Experimental Crystal Structure Determination

description: Related Article: Jianglan Liu, Jia-Yi Chen, Zhiqiang Peng, Lan Liu, Rong-Zhen Liao, Wenguang Wang|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c04930
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.18484977
title: Digitized subset of Breman's (1975) dataset

description: This repository provides a digitized subset of the dataset originally published in Breman (1975) and used to reproduce the analyses of weighted optimum, tolerance range, and regression models presented in a manuscript submitted to JGR: Biogeosciences.

Only the data necessary to replicate the study results are included.
DOI: 10.5281/zenodo.18484976
title: Digitized subset of Breman's (1975) dataset

description: This repository provides a digitized subset of the dataset originally published in Breman (1975) and used to reproduce the analyses of weighted optimum, tolerance range, and regression models presented in a manuscript submitted to JGR: Biogeosciences.

Only the data necessary to replicate the study results are included.
DOI: 10.25505/fiz.icsd.cc2ff3vv
title: CSD 2246937: Experimental Crystal Structure Determination

description: Related Article: Jon A. Newnham, Quinn D. Gibson, T. Wesley Surta, Alexandra Morscher, Troy D. Manning, Luke M. Daniels, John B. Claridge, M. J. Rosseinsky|2023|J.Mater.Chem.A|11|15739|doi:10.1039/D3TA01630G
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2ff3ww
title: CSD 2246938: Experimental Crystal Structure Determination

description: Related Article: Jon A. Newnham, Quinn D. Gibson, T. Wesley Surta, Alexandra Morscher, Troy D. Manning, Luke M. Daniels, John B. Claridge, M. J. Rosseinsky|2023|J.Mater.Chem.A|11|15739|doi:10.1039/D3TA01630G
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2ff3xx
title: CSD 2246939: Experimental Crystal Structure Determination

description: Related Article: Jon A. Newnham, Quinn D. Gibson, T. Wesley Surta, Alexandra Morscher, Troy D. Manning, Luke M. Daniels, John B. Claridge, M. J. Rosseinsky|2023|J.Mater.Chem.A|11|15739|doi:10.1039/D3TA01630G
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2ff3yy
title: CSD 2246940: Experimental Crystal Structure Determination

description: Related Article: Jon A. Newnham, Quinn D. Gibson, T. Wesley Surta, Alexandra Morscher, Troy D. Manning, Luke M. Daniels, John B. Claridge, M. J. Rosseinsky|2023|J.Mater.Chem.A|11|15739|doi:10.1039/D3TA01630G
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2ff423
title: CSD 2246944: Experimental Crystal Structure Determination

description: Related Article: Jon A. Newnham, Quinn D. Gibson, T. Wesley Surta, Alexandra Morscher, Troy D. Manning, Luke M. Daniels, John B. Claridge, M. J. Rosseinsky|2023|J.Mater.Chem.A|11|15739|doi:10.1039/D3TA01630G
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2ff434
title: CSD 2246945: Experimental Crystal Structure Determination

description: Related Article: Jon A. Newnham, Quinn D. Gibson, T. Wesley Surta, Alexandra Morscher, Troy D. Manning, Luke M. Daniels, John B. Claridge, M. J. Rosseinsky|2023|J.Mater.Chem.A|11|15739|doi:10.1039/D3TA01630G
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.82384/neccton-019
title: Global High Trophic Level
DOI: 10.5281/zenodo.18594869
title: Academic Libraries User Perception: A VADER-Enhanced Corpus of 7,605 Google Maps Reviews
title: Academic Libraries Google Maps Reviews: A Sentiment and Quantitative Analysis Dataset

description: The dataset comprises a curated corpus of 7,605 Google Maps reviews sourced from academic libraries worldwide, designed to assess user satisfaction and service perception. Data acquisition was conducted from March to July 2025 using the Outscraper extraction tool. Library records, including names, geographic locations, and Google Maps links and other fields, were systematically compiled to initiate data extraction. The dataset underwent pre-processing and cleaning, with duplicate entries and ratings without textual feedback removed. For linguistic consistency, all non-English reviews were machine-translated using the Google Translate API, resulting in an entirely English-language corpus suitable for advanced analysis.

 

A noteworthy aspect of the dataset is the deployment of advanced Natural Language Processing (NLP) techniques to quantify user sentiment. The VADER (Valence Aware Dictionary and sEntiment Reasoner) model was employed for sentiment analysis. VADER generated a Sentiment Score Compound for each review, standardizing sentiment polarity on a continuous scale from -0.999 (most negative) to 0.999 (most positive), with zero representing neutrality. This computational strategy enables an assessment of sentiment intensity, surpassing the granularity of conventional 1-to-5 star ratings. All preprocessing, including tokenisation and data cleaning, was implemented in a Python-based Google Colab environment using the NLTK library.

 

The dataset is further augmented with extensive metadata and derived metrics to facilitate multidimensional statistical inquiry. Principal variables comprise review text (original and processed), author history (review and rating counts), owner responses with timestamp data, and temporal attributes (year, month). Methodologically, the dataset is structured to support non-parametric statistical analyses. Given that descriptive statistics (mean, median, standard deviation) and the Shapiro-Wilk test confirms a non-normal distribution, the data then can be optimized for Spearman’s rank correlation coefficient analysis. This could enable examination of monotonic associations among key variables, including the relationship between review length and sentiment score, and divergence between star ratings and computed sentiment polarity.
DOI: 10.5281/zenodo.18594870
title: Academic Libraries User Perception: A VADER-Enhanced Corpus of 7,605 Google Maps Reviews
title: Academic Libraries Google Maps Reviews: A Sentiment and Quantitative Analysis Dataset

description: The dataset comprises a curated corpus of 7,605 Google Maps reviews sourced from academic libraries worldwide, designed to assess user satisfaction and service perception. Data acquisition was conducted from March to July 2025 using the Outscraper extraction tool. Library records, including names, geographic locations, and Google Maps links and other fields, were systematically compiled to initiate data extraction. The dataset underwent pre-processing and cleaning, with duplicate entries and ratings without textual feedback removed. For linguistic consistency, all non-English reviews were machine-translated using the Google Translate API, resulting in an entirely English-language corpus suitable for advanced analysis.

 

A noteworthy aspect of the dataset is the deployment of advanced Natural Language Processing (NLP) techniques to quantify user sentiment. The VADER (Valence Aware Dictionary and sEntiment Reasoner) model was employed for sentiment analysis. VADER generated a Sentiment Score Compound for each review, standardizing sentiment polarity on a continuous scale from -0.999 (most negative) to 0.999 (most positive), with zero representing neutrality. This computational strategy enables an assessment of sentiment intensity, surpassing the granularity of conventional 1-to-5 star ratings. All preprocessing, including tokenisation and data cleaning, was implemented in a Python-based Google Colab environment using the NLTK library.

 

The dataset is further augmented with extensive metadata and derived metrics to facilitate multidimensional statistical inquiry. Principal variables comprise review text (original and processed), author history (review and rating counts), owner responses with timestamp data, and temporal attributes (year, month). Methodologically, the dataset is structured to support non-parametric statistical analyses. Given that descriptive statistics (mean, median, standard deviation) and the Shapiro-Wilk test confirms a non-normal distribution, the data then can be optimized for Spearman’s rank correlation coefficient analysis. This could enable examination of monotonic associations among key variables, including the relationship between review length and sentiment score, and divergence between star ratings and computed sentiment polarity.
DOI: 10.82384/neccton-022
title: Iberian Biscay Ireland High Trophic Level
DOI: 10.5281/zenodo.17912869
title: Annotated images when searching for intruders on top of the train for Use Case 14

description: Annotated images when searching for intruders on top of the train for Use Case 14
DOI: 10.15468/dl.xdx7k2
title: Occurrence Download

description: A dataset containing 162350 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (France, Germany, Netherlands, Belgium, Luxembourg, Denmark, United Kingdom of Great Britain and Northern Ireland)",
 "TaxonKey is Gryllidae",
 "Year 2000-2026"
 ]
}

 The dataset includes 162350 records from 2286 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005309-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h3cwxf
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sirex obesus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Specimen, Material sample, Occurrence evidence)"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000783-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.khjj6e
title: Occurrence Download

description: A dataset containing 221 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coelogyne ovalis"
 ]
}

 The dataset includes 221 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000782-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2ydku
title: Occurrence Download

description: A dataset containing 3763 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eruca vesicaria sativa"
 ]
}

 The dataset includes 3763 records from 194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008516-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.au2ffx
title: Occurrence Download

description: A dataset containing 16288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ulva lactuca"
 ]
}

 The dataset includes 16288 records from 307 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008517-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yxx7n5
title: Occurrence Download

description: A dataset containing 7439 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Seseli galloprovinciale Reduron",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7439 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0183797-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zstuq6
title: Occurrence Download

description: A dataset containing 49880 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Luzula luzuloides (Lam.) Dandy & Wilmott",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 49880 records from 230 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0299949-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8kx5qc
title: Occurrence Download

description: A dataset containing 15031 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Madagascar",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 15031 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257774-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e7yqed
title: Occurrence Download

description: A dataset listing the 4011900 species recorded in GBIF matching the query:
{
 "OccurrenceStatus" : [
 "is Present"
 ]
}

 The dataset's 4011900 records were derived from 74443 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084197-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3eryeg
title: Occurrence Download

description: A dataset containing 541 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 Croomia Torr."
 ]
}

 The dataset includes 541 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084211-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybs3ed
title: Occurrence Download

description: A dataset containing 162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((66.22222 8.88889,178.77778 8.88889,178.77778 53.88889,66.22222 53.88889,66.22222 8.88889))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus phillyreoides A.Gray"
 ]
}

 The dataset includes 162 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058842-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.