cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/cc84fwp
title: CCDC 242602: Experimental Crystal Structure Determination

description: Related Article: W.J.Evans, D.S.Lee, C.Lie, J.W.Ziller|2004|Angew.Chem.,Int.Ed.|43|5517|doi:10.1002/anie.200461170
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/cc7z3dp
title: CCDC 237472: Experimental Crystal Structure Determination

description: Related Article: M.Tamm, A.Kunst, T.Bannenberg, E.Herdtweck, P.Sirsch, C.J.Elsevier, J.M.Ernsting|2004|Angew.Chem.,Int.Ed.|43|5530|doi:10.1002/anie.200460538
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/cc7z3fq
title: CCDC 237473: Experimental Crystal Structure Determination

description: Related Article: M.Tamm, A.Kunst, T.Bannenberg, E.Herdtweck, P.Sirsch, C.J.Elsevier, J.M.Ernsting|2004|Angew.Chem.,Int.Ed.|43|5530|doi:10.1002/anie.200460538
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/cc81t14
title: CCDC 240065: Experimental Crystal Structure Determination

description: Related Article: L.W.Pineda, V.Jancik, H.W.Roesky, R.Herbst-Irmer|2004|Angew.Chem.,Int.Ed.|43|5534|doi:10.1002/anie.200460872
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/cc7zgf2
title: CCDC 237814: Experimental Crystal Structure Determination

description: Related Article: Georgette M. Lang,  Takanori Shima,  Leyong Wang,  Kyle J. Cluff,  Katrin Skopek,  Frank Hampel,  Janet Blümel,  and John A. Gladysz|2016|J.Am.Chem.Soc.|138|7649|doi:10.1021/jacs.6b03178
description: Related Article: T.Shima, F.Hampel, J.A.Gladysz|2004|Angew.Chem.,Int.Ed.|43|5537|doi:10.1002/anie.200460534
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/cc7zq63
title: CCDC 238055: Experimental Crystal Structure Determination

description: Related Article: H.Imai, K.Inoue, K.Kikuchi, Y.Yoshida, M.Ito, T.Sunahara, S.Onaka|2004|Angew.Chem.,Int.Ed.|43|5618|doi:10.1002/anie.200460867
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/cc84hnj
title: CCDC 242657: Experimental Crystal Structure Determination

description: Related Article: A.Franken, M.J.Carr, W.Clegg, C.A.Kilner, J.D.Kennedy|2004|Dalton Trans.||3552|doi:10.1039/b411274a
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.26xsg6
title: Occurrence Download

description: A dataset containing 1074 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Borya sphaerocephala"
 ]
}

 The dataset includes 1074 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020985-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc84hpk
title: CCDC 242658: Experimental Crystal Structure Determination

description: Related Article: A.Franken, M.J.Carr, W.Clegg, C.A.Kilner, J.D.Kennedy|2004|Dalton Trans.||3552|doi:10.1039/b411274a
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.bvxdph
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Scaphopoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-50 -20,-40 -20,-40 -10,-50 -10,-50 -20))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020986-251009101135966/datasets/export for details.
DOI: 10.5517/cc84hql
title: CCDC 242659: Experimental Crystal Structure Determination

description: Related Article: A.Franken, M.J.Carr, W.Clegg, C.A.Kilner, J.D.Kennedy|2004|Dalton Trans.||3552|doi:10.1039/b411274a
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/cc84hrm
title: CCDC 242660: Experimental Crystal Structure Determination

description: Related Article: A.Franken, M.J.Carr, W.Clegg, C.A.Kilner, J.D.Kennedy|2004|Dalton Trans.||3552|doi:10.1039/b411274a
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/cc84hsn
title: CCDC 242661: Experimental Crystal Structure Determination

description: Related Article: A.Franken, M.J.Carr, W.Clegg, C.A.Kilner, J.D.Kennedy|2004|Dalton Trans.||3552|doi:10.1039/b411274a
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/cc7zz38
title: CCDC 238300: Experimental Crystal Structure Determination

description: Related Article: S.Kannan, K.V.Chetty, V.Venugopal, M.G.B.Drew|2004|Dalton Trans.||3604|doi:10.1039/b407824a
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/cc84htp
title: CCDC 242662: Experimental Crystal Structure Determination

description: Related Article: A.Franken, M.J.Carr, W.Clegg, C.A.Kilner, J.D.Kennedy|2004|Dalton Trans.||3552|doi:10.1039/b411274a
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/cc7zz49
title: CCDC 238301: Experimental Crystal Structure Determination

description: Related Article: S.Kannan, K.V.Chetty, V.Venugopal, M.G.B.Drew|2004|Dalton Trans.||3604|doi:10.1039/b407824a
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/cc810w5
title: CCDC 239316: Experimental Crystal Structure Determination

description: Related Article: S.Demeshko, G.Leibeling, S.Dechert, F.Meyer|2004|Dalton Trans.||3782|doi:10.1039/b407598f
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/cc810x6
title: CCDC 239317: Experimental Crystal Structure Determination

description: Related Article: S.Demeshko, G.Leibeling, S.Dechert, F.Meyer|2004|Dalton Trans.||3782|doi:10.1039/b407598f
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.a88mtp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mesitornithiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-110 -90,-100 -90,-100 -80,-110 -80,-110 -90))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020987-251009101135966/datasets/export for details.
DOI: 10.5517/cc839yl
title: CCDC 241519: Experimental Crystal Structure Determination

description: Related Article: D.L.Davies, J.Fawcett, S.A.Garratt, D.R.Russell|2004|Dalton Trans.||3629|doi:10.1039/b408921a
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/cc85jfc
title: CCDC 243642: Experimental Crystal Structure Determination

description: Related Article: L.S.Natrajan, A.J.Blake, C.Wilson, J.A.Weinstein, P.L.Arnold|2004|Dalton Trans.||3748|doi:10.1039/b409989c
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/cc7z59n
title: CCDC 237531: Experimental Crystal Structure Determination

description: Related Article: Xiao-Li Zhao, T.C.W.Mak|2004|Dalton Trans.||3212|doi:10.1039/b406711h
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/cc85jgd
title: CCDC 243643: Experimental Crystal Structure Determination

description: Related Article: L.S.Natrajan, A.J.Blake, C.Wilson, J.A.Weinstein, P.L.Arnold|2004|Dalton Trans.||3748|doi:10.1039/b409989c
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/cc7z5bp
title: CCDC 237532: Experimental Crystal Structure Determination

description: Related Article: Xiao-Li Zhao, T.C.W.Mak|2004|Dalton Trans.||3212|doi:10.1039/b406711h
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/cc7z5cq
title: CCDC 237533: Experimental Crystal Structure Determination

description: Related Article: Xiao-Li Zhao, T.C.W.Mak|2004|Dalton Trans.||3212|doi:10.1039/b406711h
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: 10.7910/dvn/w5ai5a
title: Replication Package for "From Online Job Postings to Economic Insights: A Machine Learning Approach to Structuring Naturally Occurring Data"

description: This replication package provides the code used to generate the figures and results in the paper, which links Canadian online job postings from Indeed to firm-level data from Advan Research using natural language processing (NLP) techniques.

The code is organized in two parts:
1. **Data construction Scripts** (require access to confidential data and cannot be executed without the necessary data agreements, though they are included for transparency and documentation) 
- **Company name matching** using tf-idf and cosine similarity to match inconsistently-declared company names in the online job postings names in the Advan Research Points-of-Interest (POI) dataset.
- **Occupational classification** of job titles into the Canadian National Occupation Classification (NOC) using a pre-trained classifier.
- **Aggregation** for data to construct the figures in the paper.

2. **Public Replication Scripts** (fully runnable with included grouped data) 
- **Nowcasting of official vacancies** using pseudo real-time information from online job postings and the Job Vacancies and Wage Survey (JVWS).
- **Analysis of digital vs. non-digital jobs dynamics** in tech vs. non-tech firms during and after the COVID-19 pandemic.

Due to licensing restrictions, raw data from Indeed and Advan are not included in this archive. However, we provide code to replicate the data processing pipeline (when access is granted) and make available aggregated outputs sufficient to reproduce all figures and tables in the paper.
DOI: 10.15468/dl.hsmayx
title: Occurrence Download

description: A dataset containing 702 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Criniger chloronotus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 702 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090667-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptre6v
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chasmocranus truncatorostris)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090668-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ddybr8
title: Occurrence Download

description: A dataset containing 1074 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phalaris minor",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1074 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090670-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ttmxg4
title: Occurrence Download

description: A dataset containing 245 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zornia latifolia",
 "Country is Gabon",
 "HasCoordinate is true"
 ]
}

 The dataset includes 245 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090671-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c9j6ar
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chrysanthellum indicum",
 "Country is Angola",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090672-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b6xgcv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phoenix dactylifera",
 "Country is Fiji",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090674-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qyhx42
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chrysanthellum indicum",
 "Country is Burundi",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090675-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mn6pku
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chrysanthellum indicum",
 "Country is Burkina Faso",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090673-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68jhtd
title: Occurrence Download

description: A dataset containing 44274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Crithagra albogularis)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 44274 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090676-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cnzzbm
title: Occurrence Download

description: A dataset containing 216 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Crithagra ankoberensis)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 216 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090677-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12649125
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.x36kwn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Synodontis xiphias)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090679-250717081556266/datasets/export for details.
DOI: 10.15468/dl.qtvx7x
title: Occurrence Download

description: A dataset containing 9766 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phleum pratense",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9766 records from 199 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090680-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3vq9hd
title: Occurrence Download

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

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090682-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.