cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13012/b2idb-0651259_v3
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 (PMID) might have multiple instances in the dataset due to the presence of multiple hype words in different abstract sentences.

The candidate hype words are 35 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', 'enormous', 'exceptional', 'outstanding', 'noteworthy', 'creative', 'assuring', 'reassuring', 'spectacular', and 'hopeful’.

This is version 3 of the dataset. Added new file - WSD_hype.tsv

File 1: hype_dataset_final.tsv

Primary dataset. It has the following columns:

1. PMID: represents unique article ID in PubMed
2. Year: Year of publication
3. Hype_word: Candidate hype word, such as ‘novel.’
4. Sentence: Sentence in abstract containing the hype word.
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_final.tsv

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, thinking, nurses, skills, analysis, review, appraisal, evaluation, values
5. Essential: medium, features, properties, opportunities, oil
6. Unique: model, amino
7. Robust: regression
8. Vital: capacity, signs, organs, status, structures, staining, rates, cells, information
9. Outstanding: questions, issues, question, questions, challenge, problems, problem, remains
10. Remarkable: properties
11. Definite: radiotherapy, surgery

File 3: WSD_hype.tsv
Includes hype-based disambiguation for candidate words targeted for WSD (Word sense disambiguation)
DOI: 10.48436/1h3fh-q1142
title: Data for "Two-particle calculations with quantics tensor trains -- solving the parquet equations"

description: This data repository contains the original figures, numerical (raw) data and plot scripts to reproduce the figures from the publication "Two-particle calculations with quantics tensor trains -- solving the parquet equations" at Physical Review Research. The preprint is available on arXiv. Additional information can be found in the README.

License



The CC-BY license applies to all the data and pdf files. All distributed code is under the MIT license.


Technical details



The dataset was created among others using the publicly available tensor4all libraries and ITensors.
DOI: 10.48436/jn6hd-40f98
title: Data for "Two-particle calculations with quantics tensor trains -- solving the parquet equations"

description: This data repository contains the original figures, numerical (raw) data and plot scripts to reproduce the figures from the publication "Two-particle calculations with quantics tensor trains -- solving the parquet equations" at Physical Review Research. The preprint is available on arXiv. Additional information can be found in the README.

License



The CC-BY license applies to all the data and pdf files. All distributed code is under the MIT license.


Technical details



The dataset was created among others using the publicly available tensor4all libraries and ITensors.
DOI: 10.5519/qd.whelktiq
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (375 records)
DOI: 10.60905/xidvg5
title: El proyecto "Di��logos constitucionales: una construcci��n colectiva"

description: Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse quis sem vel libero condimentum scelerisque. Aliquam rhoncus vehicula eleifend. Vestibulum a neque in odio dapibus suscipit a at erat. Praesent sodales euismod lacinia. Integer euismod quam nec ornare imperdiet. Aenean pharetra vitae orci vel ornare. Nunc metus sapien, vulputate eget euismod vitae, sodales non sem. Curabitur commodo, sapien a ullamcorper faucibus, neque eros iaculis mi, non tincidunt felis diam quis turpis. Morbi tempor velit et tortor scelerisque varius. Fusce pulvinar magna id orci cursus, nec finibus massa vehicula. Aliquam erat volutpat. Morbi dapibus dolor ut mi blandit, congue consectetur erat pharetra.
DOI: 10.15468/dl.nhstkf
title: Occurrence Download

description: A dataset containing 8469574 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phasianus colchicus Linnaeus, 1758, Podarcis muralis (Laurenti, 1768), Populus ×canadensis Moench, Prunus cerasifera Ehrh., Prunus domestica L., Prunus laurocerasus L., Prunus serotina Ehrh., Pseudotsuga menziesii (Mirb.) Franco, Psittacula krameri (Scopoli, 1769), Pyrus communis L., Quercus rubra L., Reynoutria japonica Houtt., Robinia pseudoacacia L., Rosa rugosa Thunb., Sciurus vulgaris Linnaeus, 1758, Senecio inaequidens DC., Senecio vernalis Waldst. & Kit., Solidago canadensis L., Solidago gigantea Aiton, Symphoricarpos albus (L.) K.Koch, Syringa vulgaris L., Tadorna ferruginea (Pallas, 1764), Talpa europaea Linnaeus, 1758, Tanacetum parthenium (L.) Sch.Bip., Thymus praecox Opiz, Trifolium hybridum L., Trifolium incarnatum L., Veronica filiformis Sm., Veronica persica Poir., Viburnum rhytidophyllum Hemsl. ex Forbes & Hemsl., Vicia sativa L., Vicia villosa Roth, Zoropsis spinimana (Dufour, 1820))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON (( -30 25 , 40 25 , 40 78 , -30 78 , -30 25 ))"
 ]
}

 The dataset includes 8469574 records from 10984 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008907-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2xp7w
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Comanthera reflexa (Gleason) L.R.Parra & Giul."
 ]
}

 The dataset includes 147 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033351-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-18462
title: LAPD interviews #3(b) (2 of 2), 1991 May-June

description: Los Angeles Police Department interviews #3(b) (2 of 2), 1991 May 31 - June 19. PART OF A SERIES: Materials in the series fall into one of several categories related to the Independent Commission's work product: (1) Commission meeting materials, which include meeting agendas, work plans, memoranda, and articles about police misconduct that were circulated and reviewed during the Commission's internal meetings; (2) public correspondence, which includes citizen complaints against the LAPD in the form of written testimony, articles, and an audio cassette tape, as well as letters drafted by citizens in support of the LAPD; (3) summaries of interviews held with LAPD officers regarding Departmental procedures and relations; (4) public meeting materials, which include transcripts, supplementary documents, and witness statements that were reviewed at the Commission's public meetings; (5) press releases related to the formation and work product of the Commission; and (6) miscellaneous materials reviewed by the Commission during its study, including LAPD personnel and training manuals, a memorandum of understanding, and messages from the LAPD's Mobile Digital Terminal (MDT) system.
DOI: 10.15468/dl.dyvkyc
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astragalus asper Jacq.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 27 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001022-150330110031120/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2mhmvv
title: Occurrence Download

description: A dataset containing 790049 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-122.19491 40.267,-122.11988 40.267,-122.94526 47.198,-122.96417 47.198,-122.19491 40.267))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 790049 records from 337 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000169-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-12926
title: Brutsch, Kena, 1991-06-06

description: Cynthia L. Jirgensons (Hufstedler, Kaus, et al.), memorandum, 1991 June 6, to Independent Commission on the Los Angeles Police Department, re Interview of Kena Brutsch. PART OF A SERIES: The staff of Gibson, Dunn & Crutcher coordinated witness interviews and conducted an extensive review of complaints filed against LAPD officers. Included in the series are summaries of witness interviews, statistics and investigative reports related to citizen complaints, an analysis on adjudicated cases involving use-of-force complaints, reports regarding LAPD's recruitment of African American officers and community oriented policing, and an excerpt from Malcolm Sparrow's Beyond 9-1-1. Also included are materials related to the firm's work product, including attorney notes, work plans, memoranda, and drafts of chapters for the Commission report.
DOI: 10.25549/independent-c69-13104
title: DeLadurantey, Joe, 1981 Sept. - 1991 June

description: DeLadurantey, Joe, 1981 September - 1991 June 24. PART OF A SERIES: The staff of Gibson, Dunn & Crutcher coordinated witness interviews and conducted an extensive review of complaints filed against LAPD officers. Included in the series are summaries of witness interviews, statistics and investigative reports related to citizen complaints, an analysis on adjudicated cases involving use-of-force complaints, reports regarding LAPD's recruitment of African American officers and community oriented policing, and an excerpt from Malcolm Sparrow's Beyond 9-1-1. Also included are materials related to the firm's work product, including attorney notes, work plans, memoranda, and drafts of chapters for the Commission report.
DOI: 10.15468/dl.deetdr
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Teius oculatus (D'Orbigny & Bibron, 1837)",
 "DatasetKey is Museo Nacional de Ciencias Naturales, Madrid: MNCN_Herpeto"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001022-150407101314760/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tkb22k
title: Occurrence Download

description: A dataset containing 805 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corylopsis willmottiae Rehder & E.H.Wilson"
 ]
}

 The dataset includes 805 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000167-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-14201
title: The progressives and the police, 1973

description: Joseph Gerald Woods. The progressives and the police: urban reformers and the professionalization of the Los Angeles police. University of California, Los Angeles (Ph.D., history), 1973. Published by University Microfilms International (Ann Arbor, Michigan, USA), 1982. PART OF A SERIES: A critical component of the Commission's investigation centered on the idea that governance of the LAPD was shared between the Office of the Chief of Police, an administrative body, and the Board of Police Commissioners, a citizen body. To better understand the dynamic between these two entities, the staff of Heller, Ehrman, White, & McAuliffe researched the history of the Los Angeles City Charter, focusing primarily on its provisions regarding the distribution of power and the structure and organization of the LAPD. Included in the series are reproductions of reports, dissertations, article clippings, excerpts from city documents, and charter amendments related to the charter's conception and development over time. The series also includes several summaries of expert witness interviews regarding the effectiveness of this structure.
DOI: 10.25549/independent-c69-14151
title: The progressives and the police, 1973

description: Joseph Gerald Woods. The progressives and the police: urban reformers and the professionalization of the Los Angeles police. University of California, Los Angeles (Ph.D., history), 1973. Published by University Microfilms International (Ann Arbor, Michigan, USA), 1982. PART OF A SERIES: A critical component of the Commission's investigation centered on the idea that governance of the LAPD was shared between the Office of the Chief of Police, an administrative body, and the Board of Police Commissioners, a citizen body. To better understand the dynamic between these two entities, the staff of Heller, Ehrman, White, & McAuliffe researched the history of the Los Angeles City Charter, focusing primarily on its provisions regarding the distribution of power and the structure and organization of the LAPD. Included in the series are reproductions of reports, dissertations, article clippings, excerpts from city documents, and charter amendments related to the charter's conception and development over time. The series also includes several summaries of expert witness interviews regarding the effectiveness of this structure.
DOI: 10.15468/dl.d5fhsf
title: Occurrence Download

description: A dataset containing 2187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "Month is greater than or equal to January",
 "Country is India",
 "TaxonKey is Ciconiiformes"
 ]
}

 The dataset includes 2187 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001022-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-19096
title: Appendix to the Commission report, 1990 - 1991 July

description: Appendix to the Commission report, 1990 - 1991 July 30. PART OF A SERIES: Materials in the series fall into one of several categories related to the Independent Commission's work product: (1) Commission meeting materials, which include meeting agendas, work plans, memoranda, and articles about police misconduct that were circulated and reviewed during the Commission's internal meetings; (2) public correspondence, which includes citizen complaints against the LAPD in the form of written testimony, articles, and an audio cassette tape, as well as letters drafted by citizens in support of the LAPD; (3) summaries of interviews held with LAPD officers regarding Departmental procedures and relations; (4) public meeting materials, which include transcripts, supplementary documents, and witness statements that were reviewed at the Commission's public meetings; (5) press releases related to the formation and work product of the Commission; and (6) miscellaneous materials reviewed by the Commission during its study, including LAPD personnel and training manuals, a memorandum of understanding, and messages from the LAPD's Mobile Digital Terminal (MDT) system.
DOI: 10.15468/dl.n61fuu
title: Occurrence Download

description: A dataset containing 660 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dipodomys nelsoni Merriam, 1907"
 ]
}

 The dataset includes 660 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001022-150805223722583/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.curv4u
title: Occurrence Download

description: A dataset containing 253 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Retithrips syriacus (Mayet, 1890)"
 ]
}

 The dataset includes 253 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012937-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-19153
title: Public session, 1991-05-29: materials from organizations, 2.5, 1970-1991

description: Public session, 1991-05-29: materials from organizations, 2.5, 1970 - 1991 May 29. PART OF A SERIES: Materials in the series fall into one of several categories related to the Independent Commission's work product: (1) Commission meeting materials, which include meeting agendas, work plans, memoranda, and articles about police misconduct that were circulated and reviewed during the Commission's internal meetings; (2) public correspondence, which includes citizen complaints against the LAPD in the form of written testimony, articles, and an audio cassette tape, as well as letters drafted by citizens in support of the LAPD; (3) summaries of interviews held with LAPD officers regarding Departmental procedures and relations; (4) public meeting materials, which include transcripts, supplementary documents, and witness statements that were reviewed at the Commission's public meetings; (5) press releases related to the formation and work product of the Commission; and (6) miscellaneous materials reviewed by the Commission during its study, including LAPD personnel and training manuals, a memorandum of understanding, and messages from the LAPD's Mobile Digital Terminal (MDT) system.
DOI: 10.25549/independent-c69-19597
title: Press release, appointment of staff, biographies, 1989-1991

description: Press release, appointment of staff, biographies, 1989 December - 1991 April 9. PART OF A SERIES: Materials in the series fall into one of several categories related to the Independent Commission's work product: (1) Commission meeting materials, which include meeting agendas, work plans, memoranda, and articles about police misconduct that were circulated and reviewed during the Commission's internal meetings; (2) public correspondence, which includes citizen complaints against the LAPD in the form of written testimony, articles, and an audio cassette tape, as well as letters drafted by citizens in support of the LAPD; (3) summaries of interviews held with LAPD officers regarding Departmental procedures and relations; (4) public meeting materials, which include transcripts, supplementary documents, and witness statements that were reviewed at the Commission's public meetings; (5) press releases related to the formation and work product of the Commission; and (6) miscellaneous materials reviewed by the Commission during its study, including LAPD personnel and training manuals, a memorandum of understanding, and messages from the LAPD's Mobile Digital Terminal (MDT) system.
DOI: 10.15468/dl.l5s6yq
title: Occurrence Download

description: A dataset containing 453 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhynchocyon Peters, 1847",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 453 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001022-150912100344238/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bvd7wp
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Austroboletus festivus (Singer) Wolfe"
 ]
}

 The dataset includes 20 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012939-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-13879
title: McClelland work product: Background for chapter 6, 1991-02-27 - 1991-05-29 (1 of 2)

description: Nancy McClelland work product: Background for chapter 6, 1991 February 27 - May 29 (1 of 2). PART OF A SERIES: The staff of Gibson, Dunn & Crutcher coordinated witness interviews and conducted an extensive review of complaints filed against LAPD officers. Included in the series are summaries of witness interviews, statistics and investigative reports related to citizen complaints, an analysis on adjudicated cases involving use-of-force complaints, reports regarding LAPD's recruitment of African American officers and community oriented policing, and an excerpt from Malcolm Sparrow's Beyond 9-1-1. Also included are materials related to the firm's work product, including attorney notes, work plans, memoranda, and drafts of chapters for the Commission report.
DOI: 10.25549/independent-c69-15663
title: Legislature history of charter amendments, 1922-09-26 - 1991-05-10

description: Legislature history of charter amendments, 1922 September 26 - 1991 May 10. PART OF A SERIES: A critical component of the Commission's investigation centered on the idea that governance of the LAPD was shared between the Office of the Chief of Police, an administrative body, and the Board of Police Commissioners, a citizen body. To better understand the dynamic between these two entities, the staff of Heller, Ehrman, White, & McAuliffe researched the history of the Los Angeles City Charter, focusing primarily on its provisions regarding the distribution of power and the structure and organization of the LAPD. Included in the series are reproductions of reports, dissertations, article clippings, excerpts from city documents, and charter amendments related to the charter's conception and development over time. The series also includes several summaries of expert witness interviews regarding the effectiveness of this structure.