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

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epidendrum bicameratum Rchb.f."
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002539-150912100344238/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-33563
title: Claims (GX 11352 - GX 11885), 1986

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1986. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.fdxyyz
title: Occurrence Download

description: A dataset containing 6277 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Comatricha nigra (Pers. ex J.F.Gmel.) J.Schröt., 1885"
 ]
}

 The dataset includes 6277 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006542-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-33525
title: Claims (GX 11352 - GX 11885), 1986

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1986. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.egxom9
title: Occurrence Download

description: A dataset containing 1156324 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Honduras",
 "Country is Nicaragua"
 ]
 },
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1156324 records from 268 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002539-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wznffr
title: Occurrence Download

description: A dataset containing 16519 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Barbatula barbatula",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 1989"
 ]
}

 The dataset includes 16519 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071448-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18135845
title: Fs-SR
DOI: 10.5281/zenodo.18135846
title: Fs-SR
DOI: 10.5281/zenodo.18078665
title: Image and Alt Text Dataset for "Identity-Based Description Bias in AI-Generated Alternative Text"

description: This repository contains the image and corresponding alt text data for the paper "Identity-Based Description Bias in AI-Generated Alternative Text," which is being reviewed during the Jan. 2026 ARR cycle. In the .zip file are the 2,000 images, generated by GPT-image-1. The three .csv files contain alt text generated by three respective models to describe the images. alttext_gpt5.csv has alt texts generated by OpenAI's GPT-5. The alt texts in alttext_claude.csv and alttext_gemini.csv were generated by Anthropic's Claude Sonnet 4.5 and Google's Gemini-2.5-Pro, respectively. The leftmost column in each .csv file shows the name of the corresponding image plus the version (a or b). 

The code to accompany this data can be found at the project's Anonymous GitHub.
DOI: 10.5281/zenodo.17969599
title: Image and Alt Text Dataset for "Identity-Based Description Bias in AI-Generated Alternative Text"

description: This repository contains the image and corresponding alt text data for the paper "Identity-Based Description Bias in AI-Generated Alternative Text," which is being reviewed during the Jan. 2026 ARR cycle. In the .zip file are the 2,000 images, generated by GPT-image-1. The three .csv files contain alt text generated by three respective models to describe the images. alttext_gpt5.csv has alt texts generated by OpenAI's GPT-5. The alt texts in alttext_claude.csv and alttext_gemini.csv were generated by Anthropic's Claude Sonnet 4.5 and Google's Gemini-2.5-Pro, respectively. The leftmost column in each .csv file shows the name of the corresponding image plus the version (a or b). 

The code to accompany this data can be found at the project's Anonymous GitHub.
DOI: 10.34740/kaggle/dsv/14376759
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.18135963
title: Multi-Omics Cancer analysis

description: Multi-Omics Cancer analysis. This dataset and source code are currently hosted anonymously on a private repository for peer review.
DOI: 10.5281/zenodo.18135964
title: Multi-Omics Cancer analysis

description: Multi-Omics Cancer analysis. This dataset and source code are currently hosted anonymously on a private repository for peer review.
DOI: 10.5281/zenodo.16034730
title: Supplementary Material for "Avian predation has the strongest impact on vole survival during winter and spring in temperate grasslands"
title: Data files and code for statistical analysis

description: Abstract

A dataset accompanying the article ‘Avian predation has the strongest impact on vole survival during winter and spring in temperate grasslands’, containing capture-mark-recapture records, R scripts to perform statistical analyses, and analysis results, including Mark models and a model selection table.

 
description: Contents of the Zip file:



[R] R scripts



data.R  import raw data and process it for Mark

cmr-models.R  run Mark model selection

results.R summarize results, plot model estimates

[polyfill] supplement missing methods for hlme objects



formula.hlme.R formula method for hlme models

logLik.hlme.R logLik method for hlme models



[utils] utility functions required by the main scripts



bwplot.R low-level box-whiskers plot

fix.design.data.mark.R fixed rounding issue in mark model's design.data, to allow for value comparison

mark-utils.R various functions extracting information from Mark models

markfit.R convenience wrappers for mark` function to run "RDHuggins" model, and simplify specification of parameters

newdata.time.R generate a new data.frame for use for prediction with Mark "RDHuggins" model over time.

Nhatpredict.R prediction of N-hat values from Mark "RDHuggins" models

plot1.R a simple plotting function for model predictions: mean + confidence intervals

predictsim.R simulated predictions from a model

utils.R various small utility functions





[data] data files



data.csv raw input data file



[results] results of statistical analysis



cmr model selection table.csv results of model selection

cmr-models.rds stored Mark fitted model objects



README.html description of file contents and input data file structure
DOI: 10.5281/zenodo.16034731
title: Supplementary Material for "Avian predation has the strongest impact on vole survival during winter and spring in temperate grasslands"
title: Data files and code for statistical analysis

description: Abstract

A dataset accompanying the article ‘Avian predation has the strongest impact on vole survival during winter and spring in temperate grasslands’, containing capture-mark-recapture records, R scripts to perform statistical analyses, and analysis results, including Mark models and a model selection table.

 
description: Contents of the Zip file:



[R] R scripts



data.R  import raw data and process it for Mark

cmr-models.R  run Mark model selection

results.R summarize results, plot model estimates

[polyfill] supplement missing methods for hlme objects



formula.hlme.R formula method for hlme models

logLik.hlme.R logLik method for hlme models



[utils] utility functions required by the main scripts



bwplot.R low-level box-whiskers plot

fix.design.data.mark.R fixed rounding issue in mark model's design.data, to allow for value comparison

mark-utils.R various functions extracting information from Mark models

markfit.R convenience wrappers for mark` function to run "RDHuggins" model, and simplify specification of parameters

newdata.time.R generate a new data.frame for use for prediction with Mark "RDHuggins" model over time.

Nhatpredict.R prediction of N-hat values from Mark "RDHuggins" models

plot1.R a simple plotting function for model predictions: mean + confidence intervals

predictsim.R simulated predictions from a model

utils.R various small utility functions





[data] data files



data.csv raw input data file



[results] results of statistical analysis



cmr model selection table.csv results of model selection

cmr-models.rds stored Mark fitted model objects



README.html description of file contents and input data file structure
DOI: 10.15468/dl.cb25y5
title: Occurrence Download

description: A dataset containing 912393 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corvus coronoides",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 912393 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071450-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.27x8dz
title: Occurrence Download

description: A dataset containing 90346 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Barbatula barbatula",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 1999"
 ]
}

 The dataset includes 90346 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071449-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57783/880c-5z07
title: LibreChat
DOI: 10.15468/dl.3rfxbk
title: Occurrence Download

description: A dataset containing 37182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Crassula helmsii, Lithobates catesbeianus, Misgurnus mohoity, Myriophyllum aquaticum, Procambarus clarkii, Procambarus virginalis, Xenopus laevis, Zizania latifolia)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 37182 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071451-251120083545085/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/14376794
title: SOLANA Price Data Binance API (2020–Now)
DOI: 10.5517/ccy582f
title: CCDC 868994: Experimental Crystal Structure Determination

description: Related Article: Wen Yu, O.Fuhr, D.Fenske|2012|J.Cluster Sci.|23|753|doi:10.1007/s10876-012-0487-6
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.13140/rg.2.2.25309.83682
title: Academic Achievements Dr Brajesh Mishra
DOI: 10.5517/ccy583g
title: CCDC 868995: Experimental Crystal Structure Determination

description: Related Article: Wen Yu, O.Fuhr, D.Fenske|2012|J.Cluster Sci.|23|753|doi:10.1007/s10876-012-0487-6
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/ccy584h
title: CCDC 868996: Experimental Crystal Structure Determination

description: Related Article: Wen Yu, O.Fuhr, D.Fenske|2012|J.Cluster Sci.|23|753|doi:10.1007/s10876-012-0487-6
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/ccy585j
title: CCDC 868997: Experimental Crystal Structure Determination

description: Related Article: Wen Yu, O.Fuhr, D.Fenske|2012|J.Cluster Sci.|23|753|doi:10.1007/s10876-012-0487-6
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/ccy586k
title: CCDC 868998: Experimental Crystal Structure Determination

description: Related Article: Wen Yu, O.Fuhr, D.Fenske|2012|J.Cluster Sci.|23|753|doi:10.1007/s10876-012-0487-6
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/ccy5p3w
title: CCDC 869398: Experimental Crystal Structure Determination

description: Related Article: M.H.Chisholm, C.B.Durr, C.M.Hadad, T.F.Spilker|2012|J.Cluster Sci.|23|767|doi:10.1007/s10876-012-0495-6
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/ccy56r1
title: CCDC 868953: Experimental Crystal Structure Determination

description: Related Article: S.Ghosh, G.Hogarth, S.E.Kabir, A.K.Raha, M.G.Richmond, J.C.Sarker|2012|J.Cluster Sci.|23|781|doi:10.1007/s10876-012-0471-1
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/ccy56s2
title: CCDC 868954: Experimental Crystal Structure Determination

description: Related Article: S.Ghosh, G.Hogarth, S.E.Kabir, A.K.Raha, M.G.Richmond, J.C.Sarker|2012|J.Cluster Sci.|23|781|doi:10.1007/s10876-012-0471-1
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/ccy56t3
title: CCDC 868955: Experimental Crystal Structure Determination

description: Related Article: S.Ghosh, G.Hogarth, S.E.Kabir, A.K.Raha, M.G.Richmond, J.C.Sarker|2012|J.Cluster Sci.|23|781|doi:10.1007/s10876-012-0471-1
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/ccy56v4
title: CCDC 868956: Experimental Crystal Structure Determination

description: Related Article: S.Ghosh, G.Hogarth, S.E.Kabir, A.K.Raha, M.G.Richmond, J.C.Sarker|2012|J.Cluster Sci.|23|781|doi:10.1007/s10876-012-0471-1
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/ccy61hn
title: CCDC 869751: Experimental Crystal Structure Determination

description: Related Article: O.Hietsoi, C.Dubceac, A.S.Filatov, M.A.Petrukhina|2012|J.Cluster Sci.|23|811|doi:10.1007/s10876-012-0480-0
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/ccy61jp
title: CCDC 869752: Experimental Crystal Structure Determination

description: Related Article: O.Hietsoi, C.Dubceac, A.S.Filatov, M.A.Petrukhina|2012|J.Cluster Sci.|23|811|doi:10.1007/s10876-012-0480-0
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.13140/rg.2.2.24706.90567
title: NEI as a predictor of SST off the Baja California Peninsula, Mexico.
DOI: 10.5517/ccy0l0j
title: CCDC 864497: Experimental Crystal Structure Determination

description: Related Article: G.M.Chiarella, D.Y.Melgarejo, J.P.Fackler|2012|J.Cluster Sci.|23|823|doi:10.1007/s10876-012-0498-3
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/ccy0l1k
title: CCDC 864498: Experimental Crystal Structure Determination

description: Related Article: G.M.Chiarella, D.Y.Melgarejo, J.P.Fackler|2012|J.Cluster Sci.|23|823|doi:10.1007/s10876-012-0498-3
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.13140/rg.2.2.23501.04326
title: Vertex Extractor v0.0.1
DOI: 10.5517/ccy0l2l
title: CCDC 864499: Experimental Crystal Structure Determination

description: Related Article: G.M.Chiarella, D.Y.Melgarejo, J.P.Fackler|2012|J.Cluster Sci.|23|823|doi:10.1007/s10876-012-0498-3
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/ccy77w8
title: CCDC 870910: Experimental Crystal Structure Determination

description: Related Article: T.Ghatak, P.Daw, M.Majumdar, J.K.Bera|2012|J.Cluster Sci.|23|839|doi:10.1007/s10876-012-0481-z
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.13140/rg.2.2.12071.56482
title: Deep Q Learning Algorithms
DOI: 10.5517/ccy77v7
title: CCDC 870909: Experimental Crystal Structure Determination

description: Related Article: T.Ghatak, P.Daw, M.Majumdar, J.K.Bera|2012|J.Cluster Sci.|23|839|doi:10.1007/s10876-012-0481-z
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/ccy77x9
title: CCDC 870911: Experimental Crystal Structure Determination

description: Related Article: T.Ghatak, P.Daw, M.Majumdar, J.K.Bera|2012|J.Cluster Sci.|23|839|doi:10.1007/s10876-012-0481-z
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/ccy7fyj
title: CCDC 871098: Experimental Crystal Structure Determination

description: Related Article: W.Y.Man, K.B.Vincent, H.J.Spencer, D.S.Yufit, J.A.K.Howard, P.J.Low|2012|J.Cluster Sci.|23|853|doi:10.1007/s10876-012-0482-y
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.