cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.c49dw4
title: Occurrence Download

description: A dataset containing 83826 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Geometry POLYGON((-2.57217 47.86827,-1.71112 47.86809,-1.71936 48.319,-2.57355 48.29379,-2.57217 47.86827))",
 "HasGeospatialIssue is false",
 "Year 2010-2021"
 ]
}

 The dataset includes 83826 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0313707-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hppqra
title: Occurrence Download

description: A dataset containing 9151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Populus tremuloides Michx.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9151 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022891-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ac5e3b
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Armeria bigerrensis subsp. bigerrensis"
 ]
}

 The dataset includes 71 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259633-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9wwyxv
title: Occurrence Download

description: A dataset containing 4330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((5.625 50.875,5.675 50.875,5.675 50.925,5.625 50.925,5.625 50.875))",
 "DatasetKey is Observation.org, Nature data from around the World",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 4330 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0306553-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eu4nrs
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Onychophora"
 ]
}

 The dataset includes 26 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005701-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1zy5n2
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Phytoseiulus persimilis collection records in a predator-prey system: Phytoseiulus persimilis (Acari: Phytoseiidae) and Tetranychus urticae (Acari: Tetranychidae)"
 ]
}

 The dataset includes 65 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008202-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bgolpq
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "TaxonKey is Uroplatus fimbriatus (Schneider, 1797)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 31 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027605-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.swp4rh
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Carapa longipetala Kenfack"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0313723-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0no2fe
title: Occurrence Download

description: A dataset listing the 1721 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aleurothrixus floccosus (Maskell, 1896)"
 ]
}

 The dataset's 1721 records were derived from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005701-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9n9nc
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Armeria splendens (Lag. & Rodr.) Webb"
 ]
}

 The dataset includes 174 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259638-200613084148143/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.27021700
title: children musical creative practice ability test

description: This research employs a quasi-experimental design with 86 fourth-graders to examine the influence of emotionally driven music instruction on fostering children's creative musical capabilities.
DOI: 10.15468/dl.r59w8q
title: Occurrence Download

description: A dataset containing 2209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Geodetic datum assumed WGS84",
 "OccurrenceStatus is Present",
 "TaxonKey is Ursus arctos Linnaeus, 1758",
 "Year 1970-2024"
 ]
}

 The dataset includes 2209 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016963-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13764770
title: Humatch - fast, gene-specific joint humanisation of antibody heavy and light chains

description: Antibodies are a popular and powerful class of therapeutic due to their ability to exhibit high affinity and specificity to target proteins. However, the majority of antibody therapeutics are not genetically human, with initial therapeutic designs typically obtained from animal models. Humanisation of these precursors is essential to reduce immunogenic risks when administered to humans.

To aid humanisation we developed Humatch, a computational tool designed to offer experimental-like joint humanisation of heavy and light chains in seconds. Humatch consists of three lightweight Convolutional Neural Networks (CNNs) trained to identify human heavy V-genes, light V-genes, and well-paired antibody sequences with near-perfect accuracy. We show that these CNNs, alongside germline similarity, can be used for fast humanisation that aligns well with known experimental data. Throughout the humanisation process, a sequence is guided towards a specific target gene and away from others via multiclass CNN outputs and gene-specific germline data. This guidance ensures final humanised designs do not sit `between' genes, a trait that is not naturally observed. Humatch's optimisation towards specific genes and good VH/VL pairing increases the chances that final designs will be stable and express well and reduces the chances of immunogenic epitopes forming between the two chains.

Here we share the data used to train and evaluate Humatch and the CNN weights and germline likeness lookup arrays that guide its humanisation.
DOI: 10.5281/zenodo.13764771
title: Humatch - fast, gene-specific joint humanisation of antibody heavy and light chains

description: Antibodies are a popular and powerful class of therapeutic due to their ability to exhibit high affinity and specificity to target proteins. However, the majority of antibody therapeutics are not genetically human, with initial therapeutic designs typically obtained from animal models. Humanisation of these precursors is essential to reduce immunogenic risks when administered to humans.

To aid humanisation we developed Humatch, a computational tool designed to offer experimental-like joint humanisation of heavy and light chains in seconds. Humatch consists of three lightweight Convolutional Neural Networks (CNNs) trained to identify human heavy V-genes, light V-genes, and well-paired antibody sequences with near-perfect accuracy. We show that these CNNs, alongside germline similarity, can be used for fast humanisation that aligns well with known experimental data. Throughout the humanisation process, a sequence is guided towards a specific target gene and away from others via multiclass CNN outputs and gene-specific germline data. This guidance ensures final humanised designs do not sit `between' genes, a trait that is not naturally observed. Humatch's optimisation towards specific genes and good VH/VL pairing increases the chances that final designs will be stable and express well and reduces the chances of immunogenic epitopes forming between the two chains.

Here we share the data used to train and evaluate Humatch and the CNN weights and germline likeness lookup arrays that guide its humanisation.
DOI: 10.21227/5eyh-3s28
title: Chapters Group Income State

description: Chapters Group (CHG GR), is a German-based company that is led by a team of highly accomplished investors including Sator Grove (18% shareholder), Mitch Rales (~15%), MIT (~9%), and William Thorndike (~8%), the author “The Outsiders”. Shares trade in obscurity on the junior exchange in Germany, but over the last two years Chapters has grown at ~60% CAGRs. Even more, shares still trade at a reasonable valuation (~18x our 2025 EV/EBITDA), which provides us significant upside. This company is praised by the best stock analysis websites and also recommended by best stock websites
DOI: 10.15468/dl.axtdpa
title: Occurrence Download

description: A dataset listing the 4024191 species recorded in GBIF matching the query:
{
 "OccurrenceStatus" : [
 "is Present"
 ]
}

 The dataset's 4024191 records were derived from 76339 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016962-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2cpw21
title: CCDC 2195763: Experimental Crystal Structure Determination

description: Related Article: Wenkang Jiang, Jun Wan, Fang Shen, Yunjun Shen, Yuzhen Zhang|2024|Polyhedron|263|117193|doi:10.1016/j.poly.2024.117193
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.cc2cpw32
title: CCDC 2195764: Experimental Crystal Structure Determination

description: Related Article: Wenkang Jiang, Jun Wan, Fang Shen, Yunjun Shen, Yuzhen Zhang|2024|Polyhedron|263|117193|doi:10.1016/j.poly.2024.117193
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.cc2cpw43
title: CCDC 2195765: Experimental Crystal Structure Determination

description: Related Article: Wenkang Jiang, Jun Wan, Fang Shen, Yunjun Shen, Yuzhen Zhang|2024|Polyhedron|263|117193|doi:10.1016/j.poly.2024.117193
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.cc2cpw54
title: CCDC 2195766: Experimental Crystal Structure Determination

description: Related Article: Wenkang Jiang, Jun Wan, Fang Shen, Yunjun Shen, Yuzhen Zhang|2024|Polyhedron|263|117193|doi:10.1016/j.poly.2024.117193
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.cc2jjrf8
title: CCDC 2339800: Experimental Crystal Structure Determination

description: Related Article: Ivana R. Vásquez, Leonardo E. Riafrecha, Leandro Martínez Heredia, Gustavo A. Echeverría, Oscar E. Piro, Martín J. Lavecchia, Claudiu T. Supuran, Pedro A. Colinas|2025|J.Mol.Struct.|1321|139778|doi:10.1016/j.molstruc.2024.139778
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.cc2jsv17
title: CCDC 2347569: Experimental Crystal Structure Determination

description: Related Article: Mengyun Wang, Sai Jiang, Ying Deng, Tingting Tian, Salman Zafar, Qingling Xie, Hanwen Yuan, Yuqing Jian, Wei Wang|2024|Bioorg.Chem.|152|107763|doi:10.1016/j.bioorg.2024.107763
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.cc2jxsx5
title: CCDC 2351378: Experimental Crystal Structure Determination

description: Related Article: Preshit C. Abhyankar, Sean M. Morrison, Joshua A. Shoopman, R. Maya Kumar, Adwitiya Singh, Curtis E. Moore, Christine M. Thomas|2024|Organometallics|43|1837|doi:10.1021/acs.organomet.4c00211
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.cc2jxsy6
title: CCDC 2351379: Experimental Crystal Structure Determination

description: Related Article: Preshit C. Abhyankar, Sean M. Morrison, Joshua A. Shoopman, R. Maya Kumar, Adwitiya Singh, Curtis E. Moore, Christine M. Thomas|2024|Organometallics|43|1837|doi:10.1021/acs.organomet.4c00211
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.cc2jxsz7
title: CCDC 2351380: Experimental Crystal Structure Determination

description: Related Article: Preshit C. Abhyankar, Sean M. Morrison, Joshua A. Shoopman, R. Maya Kumar, Adwitiya Singh, Curtis E. Moore, Christine M. Thomas|2024|Organometallics|43|1837|doi:10.1021/acs.organomet.4c00211
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.cc2jxt09
title: CCDC 2351381: Experimental Crystal Structure Determination

description: Related Article: Preshit C. Abhyankar, Sean M. Morrison, Joshua A. Shoopman, R. Maya Kumar, Adwitiya Singh, Curtis E. Moore, Christine M. Thomas|2024|Organometallics|43|1837|doi:10.1021/acs.organomet.4c00211
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.cc2jxt1b
title: CCDC 2351382: Experimental Crystal Structure Determination

description: Related Article: Preshit C. Abhyankar, Sean M. Morrison, Joshua A. Shoopman, R. Maya Kumar, Adwitiya Singh, Curtis E. Moore, Christine M. Thomas|2024|Organometallics|43|1837|doi:10.1021/acs.organomet.4c00211
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.cc2jxt2c
title: CCDC 2351383: Experimental Crystal Structure Determination

description: Related Article: Preshit C. Abhyankar, Sean M. Morrison, Joshua A. Shoopman, R. Maya Kumar, Adwitiya Singh, Curtis E. Moore, Christine M. Thomas|2024|Organometallics|43|1837|doi:10.1021/acs.organomet.4c00211
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.cc2jxt4f
title: CCDC 2351385: Experimental Crystal Structure Determination

description: Related Article: Preshit C. Abhyankar, Sean M. Morrison, Joshua A. Shoopman, R. Maya Kumar, Adwitiya Singh, Curtis E. Moore, Christine M. Thomas|2024|Organometallics|43|1837|doi:10.1021/acs.organomet.4c00211
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.cc2jxt5g
title: CCDC 2351386: Experimental Crystal Structure Determination

description: Related Article: Preshit C. Abhyankar, Sean M. Morrison, Joshua A. Shoopman, R. Maya Kumar, Adwitiya Singh, Curtis E. Moore, Christine M. Thomas|2024|Organometallics|43|1837|doi:10.1021/acs.organomet.4c00211
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.cc2jxt3d
title: CCDC 2351384: Experimental Crystal Structure Determination

description: Related Article: Preshit C. Abhyankar, Sean M. Morrison, Joshua A. Shoopman, R. Maya Kumar, Adwitiya Singh, Curtis E. Moore, Christine M. Thomas|2024|Organometallics|43|1837|doi:10.1021/acs.organomet.4c00211
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.cc2k84ww
title: CCDC 2361328: Experimental Crystal Structure Determination

description: Related Article: Lizeth Escamilla-García, Rosa M. Jiménez-Barrera, Horacio Reyes-Pérez, Julio Silva Mendoza, David Alejandro Hernández, E. Bojórquez-Quintal, Roberto Rodríguez-Ortiz, María C. García-López, Rodrigo Chan-Navarro|2024|Dyes Pigm.|231|112395|doi:10.1016/j.dyepig.2024.112395
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.13765196
title: Single Cell Analysis of the Pathogenesis of Pediatric Nephrotic Syndrome

description: This is ScRNAseq datasets used to analyses the pathogenesis of nephrotic syndrome.
DOI: 10.5281/zenodo.13765197
title: Single Cell Analysis of the Pathogenesis of Pediatric Nephrotic Syndrome

description: This is ScRNAseq datasets used to analyses the pathogenesis of nephrotic syndrome.
DOI: 10.6084/m9.figshare.27021727.v1
title: Children's attitudes toward musical creative practice

description: Pupils' musical creative practice attitude measure.
DOI: 10.6084/m9.figshare.27021727
title: Children's attitudes toward musical creative practice

description: Pupils' musical creative practice attitude measure.
DOI: 10.15468/dl.hn42mv
title: Occurrence Download

description: A dataset containing 1718286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Turdus philomelos C.L.Brehm, 1831",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2020"
 ]
}

 The dataset includes 1718286 records from 2975 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016964-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ozvq4o
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Angelonia campestris Nees & Mart.",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 112 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012343-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.