cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18625141
title: Big Kink Survey representative subsample

description: This is a representative ~15k subsample of my n=970,000 Big Kink Survey. This survey is a very large, comprehensive survey about sexual fetishes that went viral online. The original demographics were heavily skewed for young, female, liberal, and non-cis. The sample I'm providing here is a small, more representative subsample. I did, however, cut the age off at 32, as I had significantly fewer older responders. I also only included people from the US, Canada, and Europe. Balancing was done based on more total demographic information than is included in the provided set; I removed a bunch of the demographic columns after balancing for anonymity reasons.

This dataset has been been anonymized using a few rounds of similar-row demographic swapping and noise across the entire dataset. In general, correlations are about 25% less strong than they are in the original subsample, pre-noise. Base rates of most things are less affected. 

Here's a folder with a bit more info, including the back end of the original survey, including the full questions and the way they were labeled internally. 

Original cleaning was minimal, and dropped: people who reported answering the survey dishonestly, people who finished the survey way too fast, people who were extreme outliers (e.g. marking every answer as yes), people who gave inconsistent responses (e.g. reporting being both very into and not at all into a fetish at different points in the survey), and all the people who said their age was 69.

I also did some structural cleaning, because the original file got kinda messed up from the survey software. Mostly this was columns got duplicated, and half the answers went into the first half, and half into the other.

I think the questions about dirty talk and cunnilingus may be reversed, make sure you double-check those.
DOI: 10.15139/s3/qmlrkg
title: Data Management and Sharing Plan for: Optimization of a potent and cell active CK2 chemical probe for Alzheimer's disease therapy

description: The Data Management and Sharing Plan describes the scientific data to be generated and/or used in the research and outlines a strategy for managing and sharing project data.
description: Data Management and Sharing Plan
DOI: 10.48580/dfpd6.v16
title: Key to sessile gnesiotrochan rotifers: Families, monospecific species in Flosculariidae, species of Atrochidae, Conochilidae, and Limnias
DOI: 10.48580/dfyq4.v11
title: Flora Helvetica - Cistaceae
DOI: 10.48580/dgj6g.v8
title: Review of the Palaearctic species of Apsilocera Bouček, 1956 (Chalcidoidea, Pteromalidae), with descriptions of the eight new species
DOI: 10.48580/ddwys.v8
title: A study of the mealybug genus Planococcus Ferris, 1950 from China, with description of a new species (Hemiptera, Coccomorpha, Pseudococcidae)
DOI: 10.15139/s3/wv6qjy
title: Data Management and Sharing Plan for: Preventable Frailty Ancillary Study

description: The Data Management and Sharing Plan describes the scientific data to be generated and/or used in the research and outlines a strategy for managing and sharing project data.
description: Data Management and Sharing Plan
DOI: 10.15468/dl.b4p77e
title: Occurrence Download

description: A dataset containing 180002 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepomis macrochirus",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 180002 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012221-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18611484
title: Cultural barriers in women's entrepreneurial education: Challenges, perceptions and transformation strategies
DOI: 10.5281/zenodo.18625254
title: Cultural barriers in women's entrepreneurial education: Challenges, perceptions and transformation strategies
DOI: 10.15468/dl.5qraqr
title: Occurrence Download

description: A dataset containing 151891 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "GadmGid is COL.2.46_2",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1980-2026"
 ]
}

 The dataset includes 151891 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012259-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gv5bsu
title: Occurrence Download

description: A dataset containing 3354 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección Laboratorio de Entomología Universidad de la Amazonia (LEUA) - Hemiptera (Auchenorrhyncha)"
 ]
}

 The dataset includes 3354 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012318-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ksz5xy
title: Occurrence Download

description: A dataset containing 1884 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-72.32733 43.6346,-72.29234 43.62835,-72.24708 43.63849,-72.24176 43.65928,-72.25401 43.6727,-72.26127 43.67917,-72.27387 43.68006,-72.29484 43.68097,-72.32733 43.6346))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 1884 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012315-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bnr3fr
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyperolius bobirensis"
 ]
}

 The dataset includes 201 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012316-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.35090/gatech/80504
title: Direction Numerical Simulation Data: 2D Acoustic Slit
DOI: 10.15468/dl.fswqws
title: Occurrence Download

description: A dataset containing 2022 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-98.43242 17.26562,-98.67611 17.26365,-98.68243 16.8589,-98.41359 16.86225,-98.43242 17.26562))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2022 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012313-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.59fynn
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Jungia polita",
 "Year 2000-2026"
 ]
}

 The dataset includes 61 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012320-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48580/d3lmy.v85
title: Catalogue of snout mites (Acariformes: Bdellidae) of the world
DOI: 10.13140/rg.2.2.17791.27048
title: Moluscos ibéricos. Material docente: Mimachlamys varia
DOI: 10.15468/dl.47wdqw
title: Occurrence Download

description: A dataset containing 278646 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Brazil",
 "OccurrenceStatus is Present",
 "TaxonKey is Squamata"
 ]
}

 The dataset includes 278646 records from 190 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012230-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id327547.1
title: StrainInfo SI-ID 327547.1

description: StrainInfo dataset 327547 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327548.1
title: StrainInfo SI-ID 327548.1

description: StrainInfo dataset 327548 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327549.1
title: StrainInfo SI-ID 327549.1

description: StrainInfo dataset 327549 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327422.1
title: StrainInfo SI-ID 327422.1

description: StrainInfo dataset 327422 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327423.1
title: StrainInfo SI-ID 327423.1

description: StrainInfo dataset 327423 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327424.1
title: StrainInfo SI-ID 327424.1

description: StrainInfo dataset 327424 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327425.1
title: StrainInfo SI-ID 327425.1

description: StrainInfo dataset 327425 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327471.1
title: StrainInfo SI-ID 327471.1

description: StrainInfo dataset 327471 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.loeni7
title: Occurrence Download

description: A dataset containing 22744 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Megascops choliba (Vieillot, 1817)"
 ]
}

 The dataset includes 22744 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029424-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id327472.1
title: StrainInfo SI-ID 327472.1

description: StrainInfo dataset 327472 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327473.1
title: StrainInfo SI-ID 327473.1

description: StrainInfo dataset 327473 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327474.1
title: StrainInfo SI-ID 327474.1

description: StrainInfo dataset 327474 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327550.1
title: StrainInfo SI-ID 327550.1

description: StrainInfo dataset 327550 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327551.1
title: StrainInfo SI-ID 327551.1

description: StrainInfo dataset 327551 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327552.1
title: StrainInfo SI-ID 327552.1

description: StrainInfo dataset 327552 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327426.1
title: StrainInfo SI-ID 327426.1

description: StrainInfo dataset 327426 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327427.1
title: StrainInfo SI-ID 327427.1

description: StrainInfo dataset 327427 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327428.1
title: StrainInfo SI-ID 327428.1

description: StrainInfo dataset 327428 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.rtc6x4
title: Occurrence Download

description: A dataset containing 10334 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Heterotheca subaxillaris (Lam.) Britton & Rusby)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10334 records from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085427-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id327475.1
title: StrainInfo SI-ID 327475.1

description: StrainInfo dataset 327475 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327476.1
title: StrainInfo SI-ID 327476.1

description: StrainInfo dataset 327476 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327477.1
title: StrainInfo SI-ID 327477.1

description: StrainInfo dataset 327477 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327553.1
title: StrainInfo SI-ID 327553.1

description: StrainInfo dataset 327553 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327554.1
title: StrainInfo SI-ID 327554.1

description: StrainInfo dataset 327554 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327555.1
title: StrainInfo SI-ID 327555.1

description: StrainInfo dataset 327555 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327429.1
title: StrainInfo SI-ID 327429.1

description: StrainInfo dataset 327429 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327556.1
title: StrainInfo SI-ID 327556.1

description: StrainInfo dataset 327556 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327430.1
title: StrainInfo SI-ID 327430.1

description: StrainInfo dataset 327430 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327431.1
title: StrainInfo SI-ID 327431.1

description: StrainInfo dataset 327431 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327432.1
title: StrainInfo SI-ID 327432.1

description: StrainInfo dataset 327432 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327478.1
title: StrainInfo SI-ID 327478.1

description: StrainInfo dataset 327478 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327479.1
title: StrainInfo SI-ID 327479.1

description: StrainInfo dataset 327479 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.oaqbd0
title: Occurrence Download

description: A dataset containing 22673 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Charadrius collaris Vieillot, 1818"
 ]
}

 The dataset includes 22673 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028150-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id327480.1
title: StrainInfo SI-ID 327480.1

description: StrainInfo dataset 327480 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327481.1
title: StrainInfo SI-ID 327481.1

description: StrainInfo dataset 327481 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327557.1
title: StrainInfo SI-ID 327557.1

description: StrainInfo dataset 327557 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327558.1
title: StrainInfo SI-ID 327558.1

description: StrainInfo dataset 327558 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327559.1
title: StrainInfo SI-ID 327559.1

description: StrainInfo dataset 327559 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327433.1
title: StrainInfo SI-ID 327433.1

description: StrainInfo dataset 327433 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327434.1
title: StrainInfo SI-ID 327434.1

description: StrainInfo dataset 327434 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id327435.1
title: StrainInfo SI-ID 327435.1

description: StrainInfo dataset 327435 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.