cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7ml1uf
title: Occurrence Download

description: A dataset containing 1222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ardisia sieboldii Miq.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 1222 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022144-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7xg7cv
title: Occurrence Download

description: A dataset containing 1051 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cosmopolites L.A.A.Chevrolat, 1885"
 ]
}

 The dataset includes 1051 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0182791-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7oxoz
title: Occurrence Download

description: A dataset containing 10792 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eretmochelys imbricata (Linnaeus, 1766)"
 ]
}

 The dataset includes 10792 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022145-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d2fm83
title: Occurrence Download

description: A dataset listing the 214 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Collection Arachnida - ZSRO"
 ]
}

 The dataset's 214 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005361-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qo2bs3
title: Occurrence Download

description: A dataset containing 14178 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Living Specimen"
 ]
 },
 {
 "or" : [
 "License is CC0 1.0",
 "License is CC-BY 4.0",
 "License is CC-BY-NC 4.0"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Archips podana (Scopoli, 1763)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14178 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022145-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6k9u9d
title: Occurrence Download

description: A dataset containing 426 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diaethria candrena (Godart, 1823)"
 ]
}

 The dataset includes 426 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007214-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fvvhot
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Nolina cespitifera Trel.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 41 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022145-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8me6ye
title: Occurrence Download

description: A dataset containing 208 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Country derived from coordinates"
 ]
 },
 "TaxonKey is Microbiota decussata Kom."
 ]
}

 The dataset includes 208 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203175-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tstaay
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lefua nikkonis (Jordan & Fowler, 1903))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048352-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.o3m8au
title: Occurrence Download

description: A dataset containing 375 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true",
 "TaxonKey is Sitta tephronota Sharpe, 1872",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 375 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022146-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h2tmp9
title: Occurrence Download

description: A dataset containing 789 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tegosa claudina Eschscholtz, 1821"
 ]
}

 The dataset includes 789 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007220-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7k2u3f
title: Occurrence Download

description: A dataset containing 4345 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhynchophorus ferrugineus (A.G.Olivier, 1791)"
 ]
}

 The dataset includes 4345 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048351-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gm9irw
title: Occurrence Download

description: A dataset containing 181 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Simulium ochraceum Walker, 1861",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 181 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022146-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.reqsmg
title: Occurrence Download

description: A dataset containing 1077 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "TaxonKey is Gymnoscopelus nicholsi (Gilbert, 1911)"
 ]
}

 The dataset includes 1077 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048353-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2xd4c3
title: Occurrence Download

description: A dataset containing 498245 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ajuga L."
 ]
}

 The dataset includes 498245 records from 1066 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209842-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zqjqv5
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tetropium schwarzianum Casey, 1891"
 ]
}

 The dataset includes 40 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004778-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u67hw2
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-141.19192 58.85499,-132.02546 58.85499,-132.02546 71.1624,-141.19192 71.1624,-141.19192 58.85499))",
 "TaxonKey is Dorylomorpha simplex Albrecht, 1990"
 ]
}

 The dataset includes 26 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004779-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15049162
title: Dataset

description: The MVTec dataset is origin in below:

Paul Bergmann, Kilian Batzner, Michael Fauser, David Sattlegger, Carsten Steger: The MVTec Anomaly Detection Dataset: A Comprehensive Real-World Dataset for Unsupervised Anomaly Detection; in: International Journal of Computer Vision 129(4):1038-1059, 2021, DOI: 10.1007/s11263-020-01400-4.

The NEU-CLS dataset is origin in below:

Yanqi Bao, Kechen Song, Jie Liu, Yanyan Wang, Yunhui Yan, Han Yu, Xingjie Li, “Triplet- Graph Reasoning Network for Few-shot Metal Generic Surface Defect Segmentation,” IEEE Transactions on Instrumentation and Measuremente,  2021.
DOI: 10.5281/zenodo.15049163
title: NEU-CLS

description: This dataset is origin in below:

MVTec AD—a comprehensive real-world dataset for unsupervised anomaly detection. In: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Piscataway: IEEE. (License: CC-BY-NC-SA 4.0).
DOI: 10.5281/zenodo.15098916
title: Dataset

description: The MVTec dataset is origin in below:

Paul Bergmann, Kilian Batzner, Michael Fauser, David Sattlegger, Carsten Steger: The MVTec Anomaly Detection Dataset: A Comprehensive Real-World Dataset for Unsupervised Anomaly Detection; in: International Journal of Computer Vision 129(4):1038-1059, 2021, DOI: 10.1007/s11263-020-01400-4.

The NEU-CLS dataset is origin in below:

Yanqi Bao, Kechen Song, Jie Liu, Yanyan Wang, Yunhui Yan, Han Yu, Xingjie Li, “Triplet- Graph Reasoning Network for Few-shot Metal Generic Surface Defect Segmentation,” IEEE Transactions on Instrumentation and Measuremente,  2021.
DOI: 10.15468/dl.3zzzhh
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tetropium velutinum LeConte, 1869"
 ]
}

 The dataset includes 26 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004780-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rghkhc
title: Occurrence Download

description: A dataset containing 1050 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gavia arctica (Linnaeus, 1758)"
 ]
}

 The dataset includes 1050 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004781-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xwj59r
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-137.1388 59.8131,-133.53176 59.8131,-133.53176 62.93532,-137.1388 62.93532,-137.1388 59.8131))",
 "TaxonKey is Eribolus nana (Zetterstedt, 1838)"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004782-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.epfste
title: Occurrence Download

description: A dataset containing 7836 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gavia J.R.Forster, 1788"
 ]
}

 The dataset includes 7836 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004783-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hxwzth
title: Occurrence Download

description: A dataset containing 1156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gavia pacifica (Lawrence, 1858)"
 ]
}

 The dataset includes 1156 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004784-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y7naat
title: Occurrence Download

description: A dataset containing 2444 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gavia stellata (Pontoppidan, 1763)"
 ]
}

 The dataset includes 2444 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004785-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y9pvs9
title: Occurrence Download

description: A dataset containing 23379 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ornithorhynchus anatinus (Shaw, 1799)"
 ]
}

 The dataset includes 23379 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004786-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60707/wgps-vp84
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/tvnn-wf05
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.15468/dl.rmgdba
title: Occurrence Download

description: A dataset containing 691 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lycium ruthenicum Murray"
 ]
}

 The dataset includes 691 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004787-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60707/zbqx-pq75
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/03hq-ea33
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/wyt1-c107
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/8g9a-2375
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/v7bs-m190
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/6d4z-7630
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/b7dh-3026
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/pv6n-ck16
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/axgm-cj31
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/v1kv-aq36
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/q7a4-dn49
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/scxb-1y18
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/mf6f-hy97
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/m7aa-7r14
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/wev3-pw51
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/a8y4-2212
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/18ag-k352
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/b61s-gk93
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/hpqm-d535
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/rjrw-ha60
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/4swm-7m25
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/30f6-yp15
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/6zwm-j970
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/rx9y-0k42
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/fhv8-0g93
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/mezv-es18
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/6a5j-ss71
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/rnmz-v508
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/c8tp-xb93
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/ennk-t990
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/2nke-1722
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/hg25-8a61
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/y5f4-tn22
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/qvr2-gb26
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/e0a3-nk06
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/hhan-rz67
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/fzz7-8g33
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/73zt-6949
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/t3c7-3881
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/jm62-5f97
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.15468/dl.3skhf8
title: Occurrence Download

description: A dataset containing 13006 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Stenella attenuata (Gray, 1846)"
 ]
}

 The dataset includes 13006 records from 254 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004788-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60707/r402-hr82
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.15468/dl.usb8nm
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Conocimiento integral del tapir (Tapirus bairdii) y el pecari de labios blancos (Tayassu pecari) en México"
 ]
}

 The dataset includes 105 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004789-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60707/jwwy-0622
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/msv1-za95
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/v21e-z175
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.60707/68t3-9z48
title: STEM analysis of N-rich organic phase vein from homogenized powder
DOI: 10.15468/dl.sb6mjp
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Zephyranthes longituba Flory ex Flagg & G.Lom.Sm."
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004791-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7qkdkp
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Zephyranthes traubii (W.Hayw.) Moldenke"
 ]
}

 The dataset includes 37 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004794-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ky8dph
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Conocimiento integral del tapir (Tapirus bairdii) y el pecari de labios blancos (Tayassu pecari) en México"
 ]
}

 The dataset includes 105 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004795-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15098928
title: CondenSeq large sequence library: FINCHES predictions

description: FINCHES_interaction_parameters.csv: All large library protein sequences (rows) and their FINCHES interaction parameters with 4,057 human IDRs (columns), as well as the cluster IDs for each test protein sequence. 

human_IDR_sequences.csv: All human IDR sequences longer than 100 amino acids and the protein IDs and sequence positions that they come from.
DOI: 10.5281/zenodo.15098929
title: CondenSeq large sequence library: FINCHES predictions

description: FINCHES_interaction_parameters.csv: All large library protein sequences (rows) and their FINCHES interaction parameters with 4,057 human IDRs (columns), as well as the cluster IDs for each test protein sequence. 

human_IDR_sequences.csv: All human IDR sequences longer than 100 amino acids and the protein IDs and sequence positions that they come from.
DOI: 10.6084/m9.figshare.28509311
title: Detailed U.S. Federal Civil Position Postings (2018-2023)

description: Data and Dofiles/Jupyter Notebook for the Detailed U.S. Federal Civil Position Postings (2018-2023) Table
DOI: 10.6084/m9.figshare.28509311.v4
title: Detailed U.S. Federal Civil Position Postings (2018-2023)

description: Data and Dofiles/Jupyter Notebook for the Detailed U.S. Federal Civil Position Postings (2018-2023) Table
DOI: 10.6084/m9.figshare.28029611.v7
title: Data Dictionary for CLEAR Relational Database.zip

description: Data Dictionary (Codebook) for CLEAR Relational Database