cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ggdvm9
title: Occurrence Download

description: A dataset containing 444934 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Carthamus curdicus, Haloragis exalata, Melaleuca beardii, Melaleuca cuticularis, Melaleuca depauperata, Melaleuca diosmatifolia, Melaleuca lateralis, Melaleuca leiocarpa, Melaleuca societatis, Melaleuca stereophloia, Poa figertii, Poa jurassica, Viola cilicica, Viola cuneata, Navarretia gowenii, Tagetes epapposa, Anthospermum prostratum, Melaleuca viridiflora, Melaleuca atroviridis, Romulea unifolia, Romulea columnae, Romulea albiflora, Hordeum marinum, Poa flaccidula, Poa halmaturina, Poa lilloi, Poa obvallata, Poa pentapolitana, Poa sinaica, Viola quercetorum, Viola reichenbachiana, Platanus wrightii, Puccinellia howellii, Acmadenia latifolia, Dipterocome pusilla, Tagetes lemmonii, Bipinnula plumosa, Poa wheeleri, Navarretia jepsonii, Navarretia jaredii, Sesamum eugeniae, Viola ovalleana, Viola odorata, Brachychiton excellens, Conospermum sigmoideum, Conospermum wycherleyi, Viola mercurii, Corybas aconitiflorus, Melaleuca adnata, Melaleuca biconvexa, Melaleuca filifolia, Melaleuca hamulosa, Melaleuca huegelii, Melaleuca podiocarpa, Melaleuca scabra, Melaleuca torquata, Poa gandogeri, Poa bolanderi, Viola guaxarensis, Viola cephalonica, Haloragis milesiae, Dimorphocoma minutula, Ficinia cinnamomea, Romulea sinispinosensis, Hordeum pavisii, Hordeum bogdanii, Hordeum pubiflorum, Poa gayana, Poa jubata, Poa limosa, Poa macrantha, Poa minor, Viola stojanowii, Sphaeralcea ambigua, Romulea vlokii, Bipinnula gabriel, Acmadenia matroosbergensis, Viola cheiranthifolia, Viola cassinensis, Viola burnatii, Thymelaea gattefossei, Thymelaea antiatlantica, Acmadenia rupicola, Cordia subcordata, Carthamus multifidus, Carthamus pectinatus, Melaleuca alilateralis, Alnus acuminata, Anthospermum aethiopicum, Melaleuca osullivanii, Ficinia cedarbergensis, Ficinia laevis, Romulea phoenicia, Romulea sanguinalis, Romulea saldanhensis, Romulea petraea, Poa fordeana, Poa longifolia, Poa scaberula, Poa lehoueroui)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 444934 records from 1989 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016903-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.44ws4z
title: Occurrence Download

description: A dataset containing 306 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Progne murphyi Chapman, 1925)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 306 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0293977-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.643rz8
title: Occurrence Download

description: A dataset containing 3430 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kenya",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Equus Linnaeus, 1758",
 "Year 2003-2023"
 ]
}

 The dataset includes 3430 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0289866-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.snn5ta
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-168.06804 10.29744,-49.21979 10.29744,-49.21979 77.17123,-168.06804 77.17123,-168.06804 10.29744))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Panthera leo (Linnaeus, 1758)"
 ]
}

 The dataset includes 83 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0281795-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tencwa
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neottia nanchuanica (S.C.Chen) Szlach."
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046639-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ara7a5
title: Occurrence Download

description: A dataset containing 1440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Melaniparus thruppi (Shelley, 1885))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1440 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0293963-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxvkv4
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leiothrix mendesii Moldenke"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005683-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w88e8j
title: Occurrence Download

description: A dataset containing 130476 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neottia nidus-avis (L.) Rich."
 ]
}

 The dataset includes 130476 records from 708 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046645-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z74xkw
title: Occurrence Download

description: A dataset containing 40244 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ammophila W.Kirby, 1798"
 ]
}

 The dataset includes 40244 records from 346 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0281855-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pcn2f3
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Caprimulgus eximius Temminck, 1826, Caprimulgus exilis R.Lesson, 1839)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 209 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0293968-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hycbyq
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neottia nandadeviensis (Hajra) Szlach."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046640-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t838gf
title: Occurrence Download

description: A dataset containing 7391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-108.0632 39.39866,-107.36052 38.80586,-105.5403 38.54282,-105.03646 38.44765,-104.6278 38.47004,-104.41506 38.73876,-104.44865 39.19221,-104.47682 39.69007,-104.55956 40.14499,-105.26377 42.28059,-108.0632 42.28059,-108.0632 39.39866))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Odonata"
 ]
}

 The dataset includes 7391 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004046-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9k4u63
title: Occurrence Download

description: A dataset containing 9392 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pueraria montana var. lobata (Willd.) Maesen & S.M.Almeida ex Sanjappa & Predeep"
 ]
}

 The dataset includes 9392 records from 290 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0281860-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7eax4e
title: Occurrence Download

description: A dataset containing 825 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Cyanocorax dickeyi",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 825 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068888-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ds8aak
title: Occurrence Download

description: A dataset containing 5785 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Passer swainsonii (Rüppell, 1840))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5785 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0293965-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mg7amd
title: Occurrence Download

description: A dataset containing 373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chamaedorea elegans Mart."
 ]
}

 The dataset includes 373 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0289867-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8v9y8
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mustela furo Linnaeus, 1758"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003419-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rrfera
title: Occurrence Download

description: A dataset containing 19835 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Glis glis (Linnaeus, 1766))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19835 records from 424 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067493-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sgyfst
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003327-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qxvs8g
title: Occurrence Download

description: A dataset listing the 146 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is A Distribution and Taxonomic Reference Dataset of Geranium (Geraniaceae) in the New World"
 ]
}

 The dataset's 146 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047667-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0rssil
title: Occurrence Download

description: A dataset containing 981899209 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 981899209 records from 19533 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007988-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/wuxleq
title: Replication data for: "Low resource competition, availability of nutrients and water level fluctuations facilitate invasions of Australian swamp stonecrop (Crassula helmsii)"

description: Vegetation surveys and water- and soil composition intended to identify environmental variables associated with invasiveness of Crassula helmsii.
DOI: 10.7910/dvn/wstedp
title: Presidential and Gubernatorial Scandals, 1972-2012

description: Data on the type, duration of presidential and gubernatorial scandals. 1972-2012.
DOI: 10.7910/dvn/xcc3vn
title: Quaker Manumissions in the American Northeast and Mid-Atlantic, 1759-1805

description: This document collection, sourced from the Friends Historical Library of Swarthmore College and Haverford College Quaker & Special Collections, contains manumissions from Quaker meetings (congregations) in the northeast and mid-Atlantic regions of the United States during the 18th and early 19th centuries. When the Religious Society of Friends forbade slaveholding amongst its members, some Quaker meetings kept copies of these legal documents, granting enslaved people their freedom, as evidence that members complied with this requirement. The manumissions included in this project are from Quaker meetings that have deposited their records with the Friends Historical Library or the Haverford College Quaker & Special Collections. The Haverford College Libraries project "Manumitted: The People Enslaved by Quakers" established a structure and set of fields for the datasets published here.
description: Friends Historical Library of Swarthmore College and Haverford College Quaker & Special Collections
DOI: 10.7910/dvn/wzvpgy
title: Factors associated with the delay in diagnosis of extrapulmonary tuberculosis at the patient and health system level

description: The dataset contains variables to assess a prolonged diagnostic phase for ETPB patients.
DOI: 10.7910/dvn/x2n7fc
title: Replication Data for: Democratizing Truth: An Analysis of Truth Commissions in the United States

description: Over the past half-century, numerous transitional justice (TJ) measures have been implemented globally. While much research has examined different TJ modalities in the aftermath of authoritarian rule and armed conflict, a growing body of work recognizes TJ outside of political transitions. We study a noteworthy export from transitional to non-transitional settings: truth commissions. Building on scholarship on TJ in established democracies, we introduce new quantitative data from the Varieties of Truth Commissions Project on truth commissions in an overlooked but significant case: the United States. The data captures 20 past, present and proposed official US truth commissions, most of them at the subnational level. Though their mandates vary considerably, they all address racial injustice, with an emphasis on anti-Indigenous and anti-Black violence. We elaborate on trends in the data and discuss the implications for unfolding efforts to reckon with historical and contemporary racial violence and injustice in the United States.
DOI: 10.7910/dvn/xclfnr
title: Replication Data for: Surveillance Technologies in Autocratic Regimes: The Moscow AI Experiment and its Implications for Crime Control and Police Effectiveness

description: Dataset for the paper.
It cosist four different sources:

1.The annual official crime statistics from 2018 to 2021 manually collected from the reports of the heads of local police departments to the municipal deputies of each Moscow (Russia) district. 

2. The number of surveillance cameras in Moscow from the official city open data portal. It is aggregated on municipal level.

3. Population of the district from the official statistics.

4. Mean rent price in the district from the https://moskva.naydidom.com/
DOI: 10.7910/dvn/wvwog8
title: A92_4448.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/f20be1d3-3d53-5036-4cd0-387ac3b2f81a'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/f20be1d3-3d53-5036-4cd0-387ac3b2f81a
DOI: 10.7910/dvn/xcyhpx
title: Replication Data for: A multi-analyte machine learning model to detect wrong blood in tube errors
title: A multi-analyte ML model to detect wrong blood in tube errors

description: &lt;p&gt;Misidentification of blood specimens is an important pre-analytical risk that can lead to patient harm. We developed several machine learning models to detect this problem using Complete Blood Count (CBC) data in a large pediatric inpatient population. We achieved accuracy of &gt;97% using CBC with differential cell counts. We then utilized a validation set designed to mimic real world prevalence, achieving a positive predictive value of 20%. &lt;/p&gt;
&lt;p&gt;Datasets are tabular data at the test level containing CBC with Diff and CBC no Diff analyte deltas (absolute deltas: current value - previous value and percent deltas: current value / previous value) for patients at the Children's Hospital of Philadelphia (CHOP) meeting certain inclusion criteria. Also included are patient sex, age and hours between CBCs.&lt;/p&gt;
&lt;p&gt;The analysis was conducted for CBC with Diff and CBC no Diff tests in parallel but separately. Therefore, each test has its own notebook and corresponding train/validation/test datasets.&lt;/p&gt;
description: &lt;/br&gt;
118,314 total tests:&lt;/br&gt;
8,253 Complete Blood Count (CBC) no Differential (Diff)&lt;/br&gt;
110,061 CBC with Diff tests
description: &lt;/br&gt;
The raw clinical data consisting of Complete Blood Count (CBC) test results was extracted from the Children's Hospital of Philadelphia (CHOP) Clinical Data Warehouse (CDW). The data was analyzed with a novel machine learning model.
description: Inclusion/exclusion for the cohort:
- Complete Blood Count (CBC) tests within 7 days of each other
- The previous CBC was the same type (e.g. CBC with Diff followed by another CBC with Diff, or CBC no Diff followed by another CBC no Diff)
- Inpatient only
note: Reported CBC results sourced from the Children’s Hospital of Philadelphia (CHOP) clinical data warehouse (CDW) between 7/1/2021 and 2/12/2024
description: Access Tools Src
description: Contextual Data Configs
description: Contextual Data References
description: Research Data
DOI: 10.7910/dvn/xaxfzj
title: Spatial Dataset of Indigenous Population Areas in Cambodia and Myanmar with Protocol for Developing Spatial Data of Indigenous Population Areas using the World Language Mapping System Dataset

description: This dataset includes spatial data (shapefile) of Indigenous population areas in Cambodia and Myanmar based on a protocol that uses the World Language Mapping System dataset. 

The protocol is designed to use the World Language Mapping System spatial dataset to develop spatial data on where predominant ethnic groups have characteristics of Indigeneity (Indigenous population areas) documented in the literature. Characteristics of Indigeneity are drawn from Section F of the United Nations Report on ‘The Study of the Problem of Discrimination Against Indigenous Populations’ by Special Rapporteur, Mr. José Martínez Cobo (the Martínez Cobo Study).
DOI: 10.7910/dvn/x9sit6
title: Replication Data for: Does peer socialization within cohorts foster political attitudes? A longitudinal study of elite business students

description: This is the code for the main analysis of the paper titled "Does Peer Socialization Within Cohorts Foster Political Attitudes? A Longitudinal Study of Elite Business Students." The data will be available after data collection is complete. Please feel free to contact me with any questions or for further information.
DOI: 10.7910/dvn/xdgxgw
title: A15_27494.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/7228f29c-0edd-41f2-9fee-c66d9e421267'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/7228f29c-0edd-41f2-9fee-c66d9e421267
DOI: 10.7910/dvn/xdvibg
title: Replication Data for: When Can We Trust Regression Discontinuity Design Estimates from Close Elections? Evidence from Experimental Benchmarks

description: Replication Data for: When Can We Trust Regression Discontinuity Design Estimates from Close Elections? Evidence from Experimental Benchmarks

Regression discontinuity designs (RDD) are widely used in the social sciences to estimate causal effects from observational data. Scholars can choose from a range of methods that implement different RDD estimators, but there is a paucity of research on the performance of these different estimators in recovering experimental benchmarks. Leveraging exact ties in local elections in Colombia and Finland, which are resolved by random coin toss, we find that RDD estimation using bias-correction and robust inference (CCT) performs better in replicating experimental estimates of the individual incumbency advantage than local linear regression with conventional inference (LLR). We assess the generalizability of our results by estimating incumbency effects across different subsamples and in other countries. We find that CCT consistently comes closer to the experimental benchmark, produces smaller estimates than LLR, and that incumbency effects are highly heterogeneous, both in magnitude and sign, across countries with similar open-list PR systems.