cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.p2wsx9
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (CHN.15_1, CHN.31_1, CHN.1_1, CHN.24_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cardiocrinum cathayanum (E.H.Wilson) Stearn"
 ]
}

 The dataset includes 19 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052845-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-12027
title: Transcript from Independent Commission public hearing, 1991-05-20

description: Paperwork and transcript from Independent Commission public hearing at Woodrow High, 1991 May 20 - June 7. PART OF A SERIES: The series consists of miscellaneous source materials that were collected and analyzed over the course of the Independent Commission's investigation. Included are the following: article clippings pertaining to the Rodney King incident; legal materials related to the Gates v. Board of Los Angeles Police Commissioners case, including appellate documents, court transcripts, preliminary injunctions, and briefs; black-and-white photographs; essays and articles related to police misconduct; issues of The Thin Blue Line, the Los Angeles Police Protective League's monthly publication, and Perspectives on Policing, a newsletter published by the United States Department of Justice; materials regarding policing issues in other major United States cities, including commission reports and Pate and Hamilton's book The Big Six: Policing America's Largest Cities; supplemental materials and appendices to the Independent Commission's report; requests for copies of the Commission report; transcripts from public hearings conducted by members of the Commission; and instructional materials related to the Video Incident Capture System, a video camera system that provides video and audio records of police officers' activities while on patrol.
DOI: 10.15468/dl.4chlld
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Arceuthobium vaginatum (Humb. & Bonpl. ex Willd.) J.Presl",
 "TaxonKey is Arceuthobium globosum Hawksw. & Wiens"
 ]
 },
 "Geometry POLYGON((-106.74 15.46,-106.74 23.71,-92.97 23.71,-92.97 15.46,-106.74 15.46))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 124 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001094-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-16472
title: Commission meetings, 1977 - 1991-05-24

description: Commission meetings, 1977 - 1991 May 24. 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.ze6gjc
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (CHN.15_1, CHN.31_1, CHN.1_1, CHN.24_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aquila fasciata Vieillot, 1822"
 ]
}

 The dataset includes 67 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054672-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ozhxr3
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cylichna villersii (Audouin, 1826)"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001094-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-15684
title: Memoranda interviews: White, Jack and Reva Tooley, 1990-09-19 - 1991-05-22

description: White, Jack and Reva Tooley, 1990 September 19 - 1991 May 22. 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.c7pxjg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "SpeciesKey" : [
 "is Cinnagrostis macrophylla"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002649-240506114902167/datasets/export for details.
DOI: 10.25549/independent-c69-12000
title: Transcript from Independent Commission public hearing, 1991-05-20

description: Paperwork and transcript from Independent Commission public hearing at Woodrow High, 1991 May 20 - June 7. PART OF A SERIES: The series consists of miscellaneous source materials that were collected and analyzed over the course of the Independent Commission's investigation. Included are the following: article clippings pertaining to the Rodney King incident; legal materials related to the Gates v. Board of Los Angeles Police Commissioners case, including appellate documents, court transcripts, preliminary injunctions, and briefs; black-and-white photographs; essays and articles related to police misconduct; issues of The Thin Blue Line, the Los Angeles Police Protective League's monthly publication, and Perspectives on Policing, a newsletter published by the United States Department of Justice; materials regarding policing issues in other major United States cities, including commission reports and Pate and Hamilton's book The Big Six: Policing America's Largest Cities; supplemental materials and appendices to the Independent Commission's report; requests for copies of the Commission report; transcripts from public hearings conducted by members of the Commission; and instructional materials related to the Video Incident Capture System, a video camera system that provides video and audio records of police officers' activities while on patrol.
DOI: 10.15468/dl.gngy5b
title: Occurrence Download

description: A dataset containing 1200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Eleutherococcus nodiflorus (Dunn) S.Y.Hu"
 ]
}

 The dataset includes 1200 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054671-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmjpwj
title: Occurrence Download

description: A dataset containing 132166 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Buteo swainsoni Bonaparte, 1838"
 ]
}

 The dataset includes 132166 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001094-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-12072
title: Transcript from Independent Commission public hearing, 1991-05-20

description: Paperwork and transcript from Independent Commission public hearing at Woodrow High, 1991 May 20 - June 7. PART OF A SERIES: The series consists of miscellaneous source materials that were collected and analyzed over the course of the Independent Commission's investigation. Included are the following: article clippings pertaining to the Rodney King incident; legal materials related to the Gates v. Board of Los Angeles Police Commissioners case, including appellate documents, court transcripts, preliminary injunctions, and briefs; black-and-white photographs; essays and articles related to police misconduct; issues of The Thin Blue Line, the Los Angeles Police Protective League's monthly publication, and Perspectives on Policing, a newsletter published by the United States Department of Justice; materials regarding policing issues in other major United States cities, including commission reports and Pate and Hamilton's book The Big Six: Policing America's Largest Cities; supplemental materials and appendices to the Independent Commission's report; requests for copies of the Commission report; transcripts from public hearings conducted by members of the Commission; and instructional materials related to the Video Incident Capture System, a video camera system that provides video and audio records of police officers' activities while on patrol.
DOI: 10.15468/dl.kdbxhb
title: Occurrence Download

description: A dataset containing 27688 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Alternanthera philoxeroides (Mart.) Griseb."
 ]
}

 The dataset includes 27688 records from 227 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178764-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-12446
title: Los Angeles County street index & points of interest, 1989 [5 of 5]

description: Thomas Guide: Los Angeles County street index & directory. Los Angeles, California: Thomas Brothers Maps, 1988. "1989 Los Angeles County street index", pp. 210-318, "1989 Los Angeles County points of interest", pp. 319-330. PART OF A SERIES: Price Waterhouse collected detailed street maps for each of the LAPD's geographical divisions. The series includes photocopies of Thomas Guide street-level maps and street indexes for the city of Los Angeles.
DOI: 10.15468/dl.e2taae
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Assemblage of living benthic foraminifera in sediment core SO129_MC-14, &gt;125 µm fraction"
 ]
}

 The dataset includes 16 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001094-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.npnnfs
title: Occurrence Download

description: A dataset containing 937714 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fagus sylvatica L.",
 "Year 1970-2023"
 ]
}

 The dataset includes 937714 records from 1495 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052856-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18738/t8/qfyj20
title: dfs_Daily

description: .csv files for the daily resolution analysis
DOI: 10.15468/dl.2vscxd
title: Occurrence Download

description: A dataset containing 46839 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is DEU",
 "OccurrenceStatus is Present",
 "TaxonKey is Anthocharis cardamines"
 ]
}

 The dataset includes 46839 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001183-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmr5bg
title: Occurrence Download

description: A dataset containing 379 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 (Santolina oblongifolia)"
 ]
}

 The dataset includes 379 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001184-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fhnse7
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Physalis minimaculata"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001185-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.479m3a
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pachyphytum compactum"
 ]
}

 The dataset includes 163 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001186-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17413838
title: Electric-field-controlled second-order anomalous Hall effect in altermagnets
DOI: 10.5281/zenodo.17413839
title: Electric-field-controlled second-order anomalous Hall effect in altermagnets
DOI: 10.13140/rg.2.2.29311.47522
title: served as an Organizing Secretary and Jury Member during the Online International Conference on Emerging Trends in Computer Science and Intelligent Systems (ETCSIS 2025), organized by AMIEE Association on 11th & 12th October 2025
DOI: 10.15468/dl.emtc4k
title: Occurrence Download

description: A dataset containing 3626 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 (Santolina rosmarinifolia)"
 ]
}

 The dataset includes 3626 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001187-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30449777
title: qRT-PCR 2^-ΔΔCt values and Western blot images for "Association of rs904952 and rs3087454 with Schizophrenia and their Impact on CHRNA7 Expression."

description: qRT-PCR 2^-ΔΔCt values and Western blot images for "Association of rs904952 and rs3087454 with Schizophrenia and their Impact on CHRNA7 Expression."
DOI: 10.6084/m9.figshare.30449777.v1
title: qRT-PCR 2^-ΔΔCt values and Western blot images for "Association of rs904952 and rs3087454 with Schizophrenia and their Impact on CHRNA7 Expression."

description: qRT-PCR 2^-ΔΔCt values and Western blot images for "Association of rs904952 and rs3087454 with Schizophrenia and their Impact on CHRNA7 Expression."
DOI: 10.15468/dl.j22run
title: Occurrence Download

description: A dataset containing 4854 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 (Sanvitalia procumbens)"
 ]
}

 The dataset includes 4854 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001188-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17450002
title: Ofertas de Empleo para Data Analyst en España (Indeed)

description: Este conjunto de datos fue generado mediante la técnica de Web Scraping para capturar información del mercado laboral español en el sector de la Ciencia de Datos, concretamente para el perfil profesional de Data Analyst.

 

Contenido y Origen

El dataset se extrajo del portal de empleo Indeed.com a través de la navegación autónoma de sus páginas de resultados. Cada registro representa una oferta de trabajo única activa durante el periodo de recolección.

Las variables extraídas para cada oferta incluyen:





Título: El nombre del puesto de trabajo ofrecido.




Empresa: El nombre de la compañía que publica la oferta.




Ubicación: La ciudad o región de la oferta dentro de España.




Salario: El rango salarial ofrecido, si está disponible públicamente en el anuncio.




Descripción (Resumen): Un extracto del contenido de la oferta.




URL: El enlace directo a la oferta original en Indeed.



La extracción se centró en la palabra clave "data analyst" y se limitó a la ubicación geográfica de "España". El código se ejecutó el [Indicar la fecha real de la ejecución del script], recopilando [Indicar el número total de ofertas obtenidas] registros.

 

Potencial Analítico (Inspiración)

Este conjunto de datos tiene un valor significativo para análisis exploratorios sobre la demanda de talento en España. Permite a futuros investigadores o analistas:





Determinar la distribución geográfica de las ofertas, identificando los hubs de contratación.




Analizar la brecha salarial y los rangos de compensación asociados a diferentes ubicaciones.




Utilizar técnicas de Procesamiento del Lenguaje Natural (NLP) sobre el campo 'Descripción' para identificar las habilidades técnicas (hard skills) y blandas (soft skills) más demandadas para un Data Analyst en el país.



Este dataset es ideal para un proyecto de análisis que busque ofrecer una visión panorámica y actualizada de las tendencias del mercado laboral en un contexto específico.
DOI: 10.5281/zenodo.17450003
title: Ofertas de Empleo para Data Analyst en España (Indeed)

description: Este conjunto de datos fue generado mediante la técnica de Web Scraping para capturar información del mercado laboral español en el sector de la Ciencia de Datos, concretamente para el perfil profesional de Data Analyst.

 

Contenido y Origen

El dataset se extrajo del portal de empleo Indeed.com a través de la navegación autónoma de sus páginas de resultados. Cada registro representa una oferta de trabajo única activa durante el periodo de recolección.

Las variables extraídas para cada oferta incluyen:





Título: El nombre del puesto de trabajo ofrecido.




Empresa: El nombre de la compañía que publica la oferta.




Ubicación: La ciudad o región de la oferta dentro de España.




Salario: El rango salarial ofrecido, si está disponible públicamente en el anuncio.




Descripción (Resumen): Un extracto del contenido de la oferta.




URL: El enlace directo a la oferta original en Indeed.



La extracción se centró en la palabra clave "data analyst" y se limitó a la ubicación geográfica de "España". El código se ejecutó el [Indicar la fecha real de la ejecución del script], recopilando [Indicar el número total de ofertas obtenidas] registros.

 

Potencial Analítico (Inspiración)

Este conjunto de datos tiene un valor significativo para análisis exploratorios sobre la demanda de talento en España. Permite a futuros investigadores o analistas:





Determinar la distribución geográfica de las ofertas, identificando los hubs de contratación.




Analizar la brecha salarial y los rangos de compensación asociados a diferentes ubicaciones.




Utilizar técnicas de Procesamiento del Lenguaje Natural (NLP) sobre el campo 'Descripción' para identificar las habilidades técnicas (hard skills) y blandas (soft skills) más demandadas para un Data Analyst en el país.



Este dataset es ideal para un proyecto de análisis que busque ofrecer una visión panorámica y actualizada de las tendencias del mercado laboral en un contexto específico.
DOI: 10.15468/dl.3ujvqc
title: Occurrence Download

description: A dataset containing 1213 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Habromys"
 ]
}

 The dataset includes 1213 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001189-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17449991
title: Processed targetted metabolomics data for "Evolutionarily conserved transcriptional regulators control monoaminergic neuron development"

description: Contents

This record provides processed targetted metabolomics raw data associated with the study *“Evolutionarily Conserved Transcriptional Regulators Control Monoaminergic Neuron Development”* (Lewis *et al.*, 2025).  

The primary data file for analysis is:  `RawData_curated_R_w_QC.csv`  

This file contains curated, quality-controlled data for downstream visualization and statistical analyses.  

---

🧩 Usage Notes

These processed data objects can be loaded directly into R.

 Refer to the *Methods* section of the manuscript for details on preprocessing, quality control, normalization, and clustering pipelines.  

For reproducibility, all associated analysis scripts are available at:  🔗 https://github.com/cliftonlewis/2025_Drosophila_scRNAseq_EmbryoNeurogenesis_Monoamine/

 

Keywords

Drosophila • targetted metabolomics • neurogenesis • monoaminergic neurons • developmental biology  

---

⚖️ License

This repository and dataset are made available under the **MIT License**:  

> Copyright (c) 2025 Clifton Lewis and contributors  

---

Citation

If you use this dataset, please cite:  

> Lewis, C., *et al.* (2025). *Evolutionarily Conserved Transcriptional Regulators Control Monoaminergic Neuron Development.* [Manuscript in preparation / published in *Journal TBD*].