cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13012/b2idb-0651259_v1
title: Hype - PubMed dataset

description: Hype - PubMed dataset
Prepared by Apratim Mishra

This dataset captures ‘Hype’ within biomedical abstracts sourced from PubMed. The selection chosen is ‘journal articles’ written in English, published between 1975 and 2019, totaling ~5.2 million. The classification relies on the presence of specific candidate ‘hype words’ and their abstract location. Therefore, each article might have multiple instances in the dataset due to the presence of multiple hype words in different abstract sentences.

The candidate hype words are 36 in count: 'major', 'novel', 'central', 'critical', 'essential', 'strongly', 'unique', 'promising', 'markedly', 'excellent', 'crucial', 'robust', 'importantly', 'prominent', 'dramatically', 'favorable', 'vital', 'surprisingly', 'remarkably', 'remarkable', 'definitive', 'pivotal', 'innovative', 'supportive', 'encouraging', 'unprecedented', 'bright', 'enormous', 'exceptional', 'outstanding', 'noteworthy', 'creative', 'assuring', 'reassuring', 'spectacular', and 'hopeful'.

File 1: hype_dataset.csv

Primary dataset. It has the following columns:

1. PMID: represents unique article ID in PubMed
2. Hype_word: Candidate hype word, such as ‘novel.’
3. Sentence: Sentence in abstract containing the hype word.
4. Abstract_length: Length of article abstract.
5. Hype_percentile: Abstract relative position of hype word.
6. Hype_value: Propensity of hype based on the hype word, the sentence, and the abstract location.
7. Introduction: The ‘I’ component of the hype word based on IMRaD
8. Methods: The ‘M’ component of the hype word based on IMRaD
9. Results: The ‘R’ component of the hype word based on IMRaD
10. Discussion: The ‘D’ component of the hype word based on IMRaD

File 2: hype_removed_phrases.csv

Secondary dataset with same columns as File 1.
Hype in the primary dataset is based on excluding certain phrases that are rarely hype. The phrases that were removed are included in File 2 and modeled separately. Removed phrases:

1. Major: histocompatibility, component, protein, metabolite, complex, surgery
2. Novel: assay, mutation, antagonist, inhibitor, algorithm, technique, series, method, hybrid
3. Central: catheters, system, design, composite, catheter, pressure, thickness, compartment
4. Critical: compartment, micelle, temperature, incident, solution, ischemia, concentration
5. Essential: medium, features, properties, opportunities
6. Unique: model, amino
7. Robust: regression
8. Vital: capacity, signs, organs, status, structures, staining, rates, cells, information
9. Outstanding: questions, issues, question, challenge, problems, problem, remains
10. Remarkable: properties
11. Definite: radiotherapy, surgery
12. Bright: field
DOI: 10.23728/b2share.b862dd888bbd4799a86896c0763668a4
title: A scan test for spatial groupwise heteroscedasticity in cross-sectional models with an application on houses prices in Madrid [Dataset & Code]

description: We propose a scan test for the presence of spatial groupwise heteroskedasticity in cross-sectional data. The scan approach has been used in different fields before, including spatial econometric models, to detect instability in mean values of variables or regression residuals. In this paper, we extend its use to second order moments. Using large Monte Carlo simulations, we check the reliability of the proposed scan procedure to detect instabilities in the variance, the size and power of the test and its accuracy to find spatial clusters of observations with similar variances. Finally, we illustrate the usefulness of this test to improve the specification search in a spatial hedonic model, with an empirical application on housing prices in Madrid.
description: How to cite the database (APA style):
Chasco, C.; Le Gallo, J. & López, FF. (2018). A scan test for spatial groupwise heteroscedasticity in cross-sectional
models with an application on houses prices in Madrid [Data set & Code]. (doi: 10.23728/b2share.b862dd888bbd4799a86896c0763668a4).
DOI: 10.48597/wg89-hnva
title: Measurement of Pm10_mass at Mount Zirkel Wilderness

description: Measurement of Pm10_mass at Mount Zirkel Wilderness
DOI: 10.48597/wpjj-mps6
title: Measurement of Pm10_mass at Rocky Mountain NP

description: Measurement of Pm10_mass at Rocky Mountain NP
DOI: 10.48597/x6vx-mqbs
title: Measurement of Pm10_mass at Rocky Mountain NP

description: Measurement of Pm10_mass at Rocky Mountain NP
DOI: 10.48597/xb7b-m43n
title: Measurement of Pm25_mass at Rocky Mountain NP

description: Measurement of Pm25_mass at Rocky Mountain NP
DOI: 10.15468/dl.peq9ka
title: Occurrence Download

description: A dataset containing 1172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Year 1998-2019",
 {
 "or" : [
 "InstitutionCode is sbmnh",
 "InstitutionCode is ccber",
 "InstitutionCode is os",
 "InstitutionCode is sdnhm",
 "InstitutionCode is uwbm",
 "InstitutionCode is lacm",
 "InstitutionCode is mvz",
 "InstitutionCode is cas",
 "InstitutionCode is ntsrv"
 ]
 },
 "TaxonKey is Actinemys marmorata (Baird & Girard, 1852)"
 ]
}

 The dataset includes 1172 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000052-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4pyz8s
title: Occurrence Download

description: A dataset containing 50593 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is The echinoderm collection (IE) of the Muséum national d'Histoire naturelle (MNHN - Paris)"
 ]
}

 The dataset includes 50593 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043556-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8gsoba
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Trapelus savignii (Duméril & Bibron, 1837)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 68 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020866-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wk2sek
title: Occurrence Download

description: A dataset containing 45017 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Charadrius leschenaultii R.Lesson, 1826",
 "Year 2011-2021"
 ]
}

 The dataset includes 45017 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0316813-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvj8ns
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation)",
 "Country is Rwanda",
 "TaxonKey is one of (Aves, Mammalia, Amphibia, Reptilia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 1950-1955"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010805-200613084148143/datasets/export for details.
DOI: 10.15468/dl.z9hy9k
title: Occurrence Download

description: A dataset containing 1292 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hoplobatrachus tigerinus (Daudin, 1802))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1292 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053832-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.difawe
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "HasCoordinate is true",
 "TaxonKey is Cordulegaster trinacriae Waterston, 1976",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020868-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oyc3wc
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bryophryne nubilosus Lehr & Catenazzi, 2008"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028190-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g2ez3a
title: Occurrence Download

description: A dataset containing 4155 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fraxinus nigra Marshall"
 ]
}

 The dataset includes 4155 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074918-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8s3qz5
title: Occurrence Download

description: A dataset containing 2379 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Betula utilis D.Don"
 ]
}

 The dataset includes 2379 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078959-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kx4fd8
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Austrostipa plumigera (Hughes) S.W.L.Jacobs & J.Everett)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 66 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053833-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n86bq3
title: Occurrence Download

description: A dataset containing 24303 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Neovison vison (Schreber, 1777)",
 "Year 2000-2021"
 ]
}

 The dataset includes 24303 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0269071-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7g34qg
title: Occurrence Download

description: A dataset containing 1182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-74.94873 38.61687,-74.55322 43.89789,-78.28857 42.87596,-80.52979 37.99616,-83.1665 36.52729,-76.1792 36.42128,-74.94873 38.61687))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Microstegium vimineum (Trin.) A.Camus"
 ]
}

 The dataset includes 1182 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113803-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kp9q23
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macronaemia episcopalis (Kirby, 1837)"
 ]
}

 The dataset includes 153 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0303167-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t6yhde
title: Occurrence Download

description: A dataset containing 1723 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON Z((-96.93372 18.53407 0,-96.78068 18.69131 0,-96.95992 18.81 0,-97.06107 18.70629 0,-96.93372 18.53407 0))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Magnoliopsida"
 ]
}

 The dataset includes 1723 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078961-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c4e8w6
title: Occurrence Download

description: A dataset containing 1923 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cymodocea nodosa (Ucria) Asch."
 ]
}

 The dataset includes 1923 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0269079-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v9hcxb
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Castilleja kraliana J.R.Allison"
 ]
}

 The dataset includes 23 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113809-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7x6y4
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxypetalum gracile T.Mey."
 ]
}

 The dataset includes 54 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043223-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8xjgv
title: Occurrence Download

description: A dataset containing 1377 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Anemone palmata L."
 ]
}

 The dataset includes 1377 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039622-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hsv2q6
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Dalea cahaba J.R.Allison"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113822-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xwprn5
title: Occurrence Download

description: A dataset containing 1461 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 {
 "or" : [
 "Continent is Europe",
 "Continent is Asia"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Phalaris arundinacea L.",
 "Year 1000-2021"
 ]
}

 The dataset includes 1461 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0269091-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3rcm3s
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-116.58691 20.25264,-99.31641 20.25264,-99.31641 39.10518,-116.58691 39.10518,-116.58691 20.25264))",
 "HasCoordinate is true",
 "TaxonKey is Drymaria arenarioides Willd. ex Roem. & Schult.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 126 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084786-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ccxknd
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Issue is Geodetic datum assumed WGS84",
 "OccurrenceStatus is Present",
 "TaxonKey is Elacatinus figaro Sazima, Moura & Rosa, 1997"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0269126-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vcvtsn
title: Occurrence Download

description: A dataset containing 4901 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Opostegidae"
 ]
}

 The dataset includes 4901 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0397235-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vulgar
title: Occurrence Download

description: A dataset containing 18862 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "Month is May",
 "Year 2018-2019",
 "Geometry POLYGON((-83.18848 40.91351,-73.95996 40.91351,-73.95996 46.07323,-83.18848 46.07323,-83.18848 40.91351))",
 "HasCoordinate is true",
 "TaxonKey is Cyanocitta cristata (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 18862 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000720-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jth2r6
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Xiphophorus signum Rosen & Kallman, 1969"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003008-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.apjcpq
title: Occurrence Download

description: A dataset containing 2084 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Onoclea sensibilis var. interrupta Maxim."
 ]
}

 The dataset includes 2084 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028181-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f5dmj9
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agave salmiana subsp. salmiana"
 ]
}

 The dataset includes 101 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057859-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxb1os
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Trachymyrmex smithi neomexicanus Cole, 1952",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 28 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020862-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.775rb6
title: Occurrence Download

description: A dataset containing 767 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "TaxonKey is Cunninghamia lanceolata (Lamb.) Hook.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 767 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010384-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8k55r6
title: Occurrence Download

description: A dataset containing 51185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Elevation 546.0-9999.0m",
 "Geometry POLYGON((4.48242 42.995,12.82104 44.6759,15.86426 48.1311,9.00879 47.82349,6.8335 47.39502,4.83948 46.65894,4.48242 42.995))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinaceae"
 ]
}

 The dataset includes 51185 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0269145-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4vgfzu
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Moenkhausia pittieri Eigenmann, 1920"
 ]
}

 The dataset includes 25 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058204-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iywlbb
title: Occurrence Download

description: A dataset containing 9202 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cytisus oromediterraneus Rivas Mart. et al."
 ]
}

 The dataset includes 9202 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020872-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hmus23
title: Occurrence Download

description: A dataset containing 7785024 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Country is one of (Brunei Darussalam, Indonesia, Cambodia, Lao People’s Democratic Republic, Myanmar, Malaysia, Philippines, Singapore, Thailand, Viet Nam)",
 "Year is greater than or equal to 1850"
 ]
}

 The dataset includes 7785024 records from 1886 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0303168-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.