cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25285825.v1
title: Codes for identification and obtaining controller parameters

description: Relay feedback identification and PI-PD control of asymmetrical heating and cooling processes<br>
DOI: 10.5281/zenodo.10702915
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by William Blandowski, http://www.wikidata.org/entity/Q90679. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q90679
DOI: 10.5281/zenodo.10702916
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by William Blandowski, http://www.wikidata.org/entity/Q90679. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q90679
DOI: 10.34740/kaggle/dsv/7700280
title: Industry Drivers
DOI: 10.6084/m9.figshare.25285891
title: Platelet indices as diagnostic and prognostic markers in acute coronary syndrome

description: Study is on analysing platelet indices as diagnostic and prognostic markers in acute coronary syndrome
DOI: 10.6084/m9.figshare.25285897
title: Data Visualization Software.xlsx

description: The Information gathered on various software that was analyzed for this project
DOI: 10.6084/m9.figshare.25285897.v1
title: Data Visualization Software.xlsx

description: The Information gathered on various software that was analyzed for this project
DOI: 10.6084/m9.figshare.25285876
title: Books Table.xlsx

description: A List of the books looked at preemptively before looking at a few of them in greater detail
DOI: 10.6084/m9.figshare.25285876.v1
title: Books Table.xlsx

description: A List of the books looked at preemptively before looking at a few of them in greater detail
DOI: 10.5281/zenodo.10012849
title: Taxonomic list of Brazilian fruit-bearing plant species for human use
title: Draft Version 3.0
title: Lista taxonômica de espécies frutíferas para consumo humano
title: Draft Versão 3.0

description: PT-Lista taxonômica de espécies frutíferas para consumo humano usada pelo projeto Pomar Urbano para monitoramento em cidades brasileiras. 
EN-Taxonomic list of fruit-bearing species for human consumption used by the Pomar Urbano (Urban Orchard) project for monitoring in Brazilian cities.Related publication:Soares FM, Ferreira Pires L, Garcia MC, de Carvalho AM, Koffler S, Ghilardi-Lopes NP, Silva RR, Maculan BC, Bertolini AM, Rigote G, Coradin L, Montedo UB, Drucker DP, Santiago R, de Carvalho MCP, da Silva Lima AC, Reis de Almeida K, Mendonça de França SG, Elias Gabriel HD, Junqueira dos Santos B, Saraiva AM (2023) Optimizing the Monitoring of Urban Fruit-Bearing Flora with Citizen Science: An Overview of the Pomar Urbano Initiative. Biodiversity Information Science and Standards 7: e112009. https://doi.org/10.3897/biss.7.112009
DOI: 10.5281/zenodo.7970510
title: Taxonomic list of Brazilian fruit-bearing plant species: native and introduced

description: PT-Lista taxonômica de espécies frutíferas para consumo humano usada pelo projeto Pomar Urbano para monitoramento em cidades brasileiras. EN-Taxonomic list of fruit-bearing species for human consumption used by the Pomar Urbano (Urban Orchard) project for monitoring in Brazilian cities.
description: {"references": ["Coradin L, Siminski A, Reis A (Eds) (2011) Esp\u00e9cies nativas da flora brasileira de valor econ\u00f4mico atual ou potencial: plantas para o futuro \u2013 Regi\u00e3o Sul. Minist\u00e9rio do Meio Ambiente (MMA), Brasilia.", "Coradin L, Camillo J, Pareyn FGC (Eds) (2018) Esp\u00e9cies nativas da flora brasileira de valor econ\u00f4mico atual ou potencial: plantas para o futuro \u2013 Regi\u00e3o Nordeste. Minist\u00e9rio do Meio Ambiente, Bras\u00edlia.", "Coradin L, Camillo J, Vieira ICG (Eds) (2022) Esp\u00e9cies nativas da flora brasileira de valor econ\u00f4mico atual ou potencial: plantas para o futuro \u2013 Regi\u00e3o Norte. Minist\u00e9rio do Meio Ambiente, Brasilia.", "Lorenzi H, Bacher L, Lacerda M, Sartori S (2006) Frutas brasileiras e ex\u00f3ticas cultivadas. [Brazilian Fruits and Cultivated Exotics]. Instituto Plantarum, Nova Odessa.", "Vieira RF, Camillo J, Coradin L (Eds) (2016) Esp\u00e9cies nativas da flora brasileira de valor econ\u00f4mico atual ou potencial: plantas para o futuro \u2013 Regi\u00e3o Centro-Oeste. Minist\u00e9rio do Meio Ambiente (MMA), Brasilia."]}
DOI: 10.5281/zenodo.8189370
title: Taxonomic list of Brazilian fruit-bearing plant species: native and introduced

description: PT-Lista taxonômica de espécies frutíferas para consumo humano usada pelo projeto Pomar Urbano para monitoramento em cidades brasileiras. EN-Taxonomic list of fruit-bearing species for human consumption used by the Pomar Urbano (Urban Orchard) project for monitoring in Brazilian cities.
description: {"references": ["Coradin L, Siminski A, Reis A (Eds) (2011) Esp\u00e9cies nativas da flora brasileira de valor econ\u00f4mico atual ou potencial: plantas para o futuro \u2013 Regi\u00e3o Sul. Minist\u00e9rio do Meio Ambiente (MMA), Brasilia.", "Coradin L, Camillo J, Pareyn FGC (Eds) (2018) Esp\u00e9cies nativas da flora brasileira de valor econ\u00f4mico atual ou potencial: plantas para o futuro \u2013 Regi\u00e3o Nordeste. Minist\u00e9rio do Meio Ambiente, Bras\u00edlia.", "Coradin L, Camillo J, Vieira ICG (Eds) (2022) Esp\u00e9cies nativas da flora brasileira de valor econ\u00f4mico atual ou potencial: plantas para o futuro \u2013 Regi\u00e3o Norte. Minist\u00e9rio do Meio Ambiente, Brasilia.", "Lorenzi H, Bacher L, Lacerda M, Sartori S (2006) Frutas brasileiras e ex\u00f3ticas cultivadas. [Brazilian Fruits and Cultivated Exotics]. Instituto Plantarum, Nova Odessa.", "Vieira RF, Camillo J, Coradin L (Eds) (2016) Esp\u00e9cies nativas da flora brasileira de valor econ\u00f4mico atual ou potencial: plantas para o futuro \u2013 Regi\u00e3o Centro-Oeste. Minist\u00e9rio do Meio Ambiente (MMA), Brasilia."]}
DOI: 10.5281/zenodo.8273010
title: Taxonomic list of Brazilian fruit-bearing plant species: native and introduced

description: <strong>PT</strong>-Lista taxonômica de espécies frutíferas para consumo humano usada pelo projeto Pomar Urbano para monitoramento em cidades brasileiras. <strong>EN</strong>-Taxonomic list of fruit-bearing species for human consumption used by the Pomar Urbano (Urban Orchard) project for monitoring in Brazilian cities.<br> <br> <strong>Related publication:</strong><br> Soares FM, Ferreira Pires L, Garcia MC, de Carvalho AM, Koffler S, Ghilardi-Lopes NP, Silva RR, Maculan BC, Bertolini AM, Rigote G, Coradin L, Montedo UB, Drucker DP, Santiago R, de Carvalho MCP, da Silva Lima AC, Reis de Almeida K, Mendonça de França SG, Elias Gabriel HD, Junqueira dos Santos B, Saraiva AM (2023) Optimizing the Monitoring of Urban Fruit-Bearing Flora with Citizen Science: An Overview of the Pomar Urbano Initiative. Biodiversity Information Science and Standards 7: e112009. https://doi.org/10.3897/biss.7.112009
description: {"references": ["Coradin L, Siminski A, Reis A (Eds) (2011) Esp\u00e9cies nativas da flora brasileira de valor econ\u00f4mico atual ou potencial: plantas para o futuro \u2013 Regi\u00e3o Sul. Minist\u00e9rio do Meio Ambiente (MMA), Brasilia.", "Coradin L, Camillo J, Pareyn FGC (Eds) (2018) Esp\u00e9cies nativas da flora brasileira de valor econ\u00f4mico atual ou potencial: plantas para o futuro \u2013 Regi\u00e3o Nordeste. Minist\u00e9rio do Meio Ambiente, Bras\u00edlia.", "Coradin L, Camillo J, Vieira ICG (Eds) (2022) Esp\u00e9cies nativas da flora brasileira de valor econ\u00f4mico atual ou potencial: plantas para o futuro \u2013 Regi\u00e3o Norte. Minist\u00e9rio do Meio Ambiente, Brasilia.", "Lorenzi H, Bacher L, Lacerda M, Sartori S (2006) Frutas brasileiras e ex\u00f3ticas cultivadas. [Brazilian Fruits and Cultivated Exotics]. Instituto Plantarum, Nova Odessa.", "Vieira RF, Camillo J, Coradin L (Eds) (2016) Esp\u00e9cies nativas da flora brasileira de valor econ\u00f4mico atual ou potencial: plantas para o futuro \u2013 Regi\u00e3o Centro-Oeste. Minist\u00e9rio do Meio Ambiente (MMA), Brasilia."]}
DOI: 10.5281/zenodo.8186466
title: Fruit-bearing plant species observations in Brazilian cities

description: This data set, extracted from iNaturalist, compiles observations from the capitals of all 27 Brazilian federative units and specifically focuses on the species listed on https://doi.org/10.5281/zenodo.10212850. A backup of this data set was obtained from iNaturalist on August 22nd, 2023. The dataset features 47 columns, capturing details such as observation time, location, license, and taxonomic identification. It provides an extensive taxonomic breakdown, covering classifications from kingdom and phylum down to species, subspecies, and variety (in some cases).
DOI: 10.25919/99wv-4s64
title: Parkes observations for project P630 semester 2009APRS_25

description: We propose to carry out the most ambitious and comprehensive all-sky survey for pulsars and transient sources to date. Using the 20cm multibeam and a new digital filterbank array this survey will create a petabyte digital record of the sky that can be data mined in the future and used to search for relativistic binary and millisecond pulsars, RRATs, and extragalactic radio bursts. The survey should discover 100s of new millisecond and normal pulsars and help define the lower limit to pulsar periods, test theories of relativistic gravity, find transients and provide pulsars for gravitational wave detection. With all the hardware in place, and our first new pulsar discovery made, we request a substantial time allocation this semester.
DOI: 10.25919/dpcv-0807
title: Parkes observations for project P630 semester 2009APRS_27

description: We propose to carry out the most ambitious and comprehensive all-sky survey for pulsars and transient sources to date. Using the 20cm multibeam and a new digital filterbank array this survey will create a petabyte digital record of the sky that can be data mined in the future and used to search for relativistic binary and millisecond pulsars, RRATs, and extragalactic radio bursts. The survey should discover 100s of new millisecond and normal pulsars and help define the lower limit to pulsar periods, test theories of relativistic gravity, find transients and provide pulsars for gravitational wave detection. With all the hardware in place, and our first new pulsar discovery made, we request a substantial time allocation this semester.
DOI: 10.25919/n6qy-kv25
title: Parkes observations for project P630 semester 2009APRS_26

description: We propose to carry out the most ambitious and comprehensive all-sky survey for pulsars and transient sources to date. Using the 20cm multibeam and a new digital filterbank array this survey will create a petabyte digital record of the sky that can be data mined in the future and used to search for relativistic binary and millisecond pulsars, RRATs, and extragalactic radio bursts. The survey should discover 100s of new millisecond and normal pulsars and help define the lower limit to pulsar periods, test theories of relativistic gravity, find transients and provide pulsars for gravitational wave detection. With all the hardware in place, and our first new pulsar discovery made, we request a substantial time allocation this semester.
DOI: 10.5281/zenodo.10702939
title: Predicting code comprehension: a novel approach to align human gaze with code using deep neural networks

description: Supplementary data and scripts intended for submission review only.
DOI: 10.5281/zenodo.10702940
title: Predicting code comprehension: a novel approach to align human gaze with code using deep neural networks

description: Supplementary data and scripts intended for submission review only.
DOI: 10.15468/8u54s7
title: Red list of flora and fauna of Vinnytsia region of Ukraine

description: The checklist consists of species of animals and plants that are rare or endangered in the territory of the Vinnytsia region of Ukraine. The checklist was implemented by the decision of the Vinnytsia Regional Council #1139 of October 25, 2010.
DOI: 10.3886/e175582v1-146502
title: Data and Code for: Social Media and Mental Health

description: The diffusion of social media coincided with a worsening of mental health conditions among adolescents and young adults in the United States, giving rise to speculation that social media might be detrimental to mental health. In this paper, we provide quasi-experimental estimates of the impact of social media on mental health by leveraging a unique natural experiment: the staggered introduction of Facebook across U.S. colleges. Our analysis couples data on student mental health around the years of Facebook's expansion with a generalized difference-in-differences empirical strategy. We find that the roll-out of Facebook at a college increased symptoms of poor mental health, especially depression. We also find that, among students predicted to be most susceptible to mental illness, the introduction of Facebook led to increased utilization of mental healthcare services. Lastly, we find that, after the introduction of Facebook, students were more likely to report experiencing impairments to academic performance resulting from poor mental health. Additional evidence on mechanisms suggests that the results are due to Facebook fostering unfavorable social comparisons.
DOI: 10.21227/r40v-ca46
title: A global survey of Risk Management Practices in Startup

description: This dataset provides an in-depth exploration of risk management practices within the software startup ecosystem, capturing the perspectives of 89 startups through a comprehensive survey of 72 questions. It investigates the prevalence and management of risks related to team dynamics, methodologies, and product development across various stages of startup growth. Key areas of focus include the identification, analysis, and mitigation of risks, alongside an examination of how these practices evolve as startups transition from early to later stages. Additionally, the dataset explores the correlation between risk management strategies, risk exposure, and project outcomes, offering insights into the effectiveness of informal and team-based risk management approaches. This rich dataset not only sheds light on the critical risks that concern software startups but also highlights the relationship between diligent risk management and enhanced product satisfaction. It serves as a reference resource for startup founders, project managers, and researchers aiming to understand and improve risk management in the dynamic and uncertain environment of software startups.
DOI: 10.34740/kaggle/dsv/7700464
title: Public Opinion Russia Ukraine War (Updated Daily)
DOI: 10.34740/kaggle/dsv/7700479
title: crypto-data-daily-updates
DOI: 10.5281/zenodo.10703010
title: Climate Philanthropy Data

description: Methodology: In depth interviews

Ethics clearance code (Wits University): H23/11/51
DOI: 10.5281/zenodo.10703011
title: Climate Philanthropy Data

description: Methodology: In depth interviews

Ethics clearance code (Wits University): H23/11/51
DOI: 10.6084/m9.figshare.3761562.v2865
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.6084/m9.figshare.3761562.v2864
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.5281/zenodo.10671345
title: Circuits in the 3-dimensional rigidity matroid

description: In this data set we provide circuits in the 3-dimensional rigidity matroid. Lists are complete for the given number of vertices.

The graphs are provided in Graph6 data format.
DOI: 10.5281/zenodo.10671346
title: Circuits in the 3-dimensional rigidity matroid

description: In this data set we provide circuits in the 3-dimensional rigidity matroid. Lists are complete for the given number of vertices.

The graphs are provided in Graph6 data format.
DOI: 10.5281/zenodo.10671320
title: Non-planar apex graphs with different independence properties

description: In this data set we provide the list of non-planar connected graphs with different apex properties. We call a graph apex if there is a vertex whose deletion gives a planar graph. Independence is considered in the 3-dimensional generic rigidity matroid. A graph is (3,6)-sparse if if for every subset of n vertices,with at least 3 elements, the number of edges in the subgraph induced by these elements is at most 3n − 6.

The data set provides graphs in Graph6 data format.
DOI: 10.5281/zenodo.10671321
title: Non-planar apex graphs with different independence properties

description: In this data set we provide the list of non-planar connected graphs with different apex properties. We call a graph apex if there is a vertex whose deletion gives a planar graph. Independence is considered in the 3-dimensional generic rigidity matroid. A graph is (3,6)-sparse if if for every subset of n vertices,with at least 3 elements, the number of edges in the subgraph induced by these elements is at most 3n − 6.

The data set provides graphs in Graph6 data format.
DOI: 10.15468/t4pmxs
title: Red list of flora and fauna of Kharkiv region of Ukraine

description: The checklist consists of species of animals and plants that are rare or endangered in the territory of the Kharkiv region of Ukraine. The checklist was implemented by the decision of the eighteenth session of the Kharkiv Regional Council of the twenty third convocation dated September 25, 2001.
DOI: 10.5281/zenodo.10669917
title: Human Lung Tissue Microscopy (DIC, Fluorescence, Cell and Nuclei Semantic Instance Annotations)

description: The zip file contains 3 folders (annotations, images and training_splits).The annotation folder contains 3 folders (cell_instances, nuclei_instances and semantic). Cell and nuclei instance annotations are long int tif images, containing numbered instance ids and 0 in the background. Semantic annotations are 8-bit int png files containing the class ids (0: background, 1: normal tissue, 2: erythrocytes, 3: alveolar epithelial type 2 cells, 4: alveolar macrophages, 5: other nuclei, 6: alveolar epithelial type 2 cell nuclei, 7: alveolar macrophage nuclei, 8: cell debris).

The image folder contains 4 folders (CD68, DAPI, DIC, proSPC), where DIC contains float valued background-corrected differential interference contrast images, the others contain normalized float-valued fluorescence channels of a multi-plex staining with CD-68 (whole alveolar macrophages), DAPI (any cell nuclei), proSPC (cytoplasm of alveolar epithelial type 2 cell). All images are in tif format.

The training split folder contains 3 text files, with the image prefix (compared to images and annotations without ending, i.e. e.g. without "_DIC.tif") of all cases in the respective subset. With a total of 68 cases, there are 51 cases in the train set, 7 cases in the validation set and 10 cases in the test set.The lung tissue origins from lung surgery of patients, but does not include resected tumors. Please see reference [1]. The images were acquired with a laser scanning microscope with 40x magnification and 1024 x 1024 pixels per image.
DOI: 10.5281/zenodo.10669918
title: Human Lung Tissue Microscopy (DIC, Fluorescence, Cell and Nuclei Semantic Instance Annotations)

description: The zip file contains 3 folders (annotations, images and training_splits).The annotation folder contains 3 folders (cell_instances, nuclei_instances and semantic). Cell and nuclei instance annotations are long int tif images, containing numbered instance ids and 0 in the background. Semantic annotations are 8-bit int png files containing the class ids (0: background, 1: normal tissue, 2: erythrocytes, 3: alveolar epithelial type 2 cells, 4: alveolar macrophages, 5: other nuclei, 6: alveolar epithelial type 2 cell nuclei, 7: alveolar macrophage nuclei, 8: cell debris).

The image folder contains 4 folders (CD68, DAPI, DIC, proSPC), where DIC contains float valued background-corrected differential interference contrast images, the others contain normalized float-valued fluorescence channels of a multi-plex staining with CD-68 (whole alveolar macrophages), DAPI (any cell nuclei), proSPC (cytoplasm of alveolar epithelial type 2 cell). All images are in tif format.

The training split folder contains 3 text files, with the image prefix (compared to images and annotations without ending, i.e. e.g. without "_DIC.tif") of all cases in the respective subset. With a total of 68 cases, there are 51 cases in the train set, 7 cases in the validation set and 10 cases in the test set.The lung tissue origins from lung surgery of patients, but does not include resected tumors. Please see reference [1]. The images were acquired with a laser scanning microscope with 40x magnification and 1024 x 1024 pixels per image.
DOI: 10.5281/zenodo.10671292
title: Non-planar (3,6)-sparse graphs with various apex properties

description: In this data set we provide the list of non-planar connected (3-6)sparse graphs with different apex properties. A graph is (3,6)-sparse if if for every subset of n vertices,with at least 3 elements, the number of edges in the subgraph induced by these elements is at most 3n − 6. We call a graph apex if there is a vertex whose deletion gives a planar graph. A graph is critically apex if the deletion of every single vertex yields a planar graph. Similarly (critically) edge-apex graphs are defined with the deletion of edges. Furthermore, k-apex and k-edge-apex graphs are defined by deleting k vertices or edges.

The data set provides graphs in Graph6 data format.
DOI: 10.5281/zenodo.10671293
title: Non-planar (3,6)-sparse graphs with various apex properties

description: In this data set we provide the list of non-planar connected (3-6)sparse graphs with different apex properties. A graph is (3,6)-sparse if if for every subset of n vertices,with at least 3 elements, the number of edges in the subgraph induced by these elements is at most 3n − 6. We call a graph apex if there is a vertex whose deletion gives a planar graph. A graph is critically apex if the deletion of every single vertex yields a planar graph. Similarly (critically) edge-apex graphs are defined with the deletion of edges. Furthermore, k-apex and k-edge-apex graphs are defined by deleting k vertices or edges.

The data set provides graphs in Graph6 data format.
DOI: 10.5281/zenodo.10698159
title: Mechanistic insights into ligand dissociation from the SARS-CoV-2 spike glycoprotein
DOI: 10.5281/zenodo.10698160
title: Mechanistic insights into ligand dissociation from the SARS-CoV-2 spike glycoprotein
DOI: 10.5281/zenodo.10702784
title: Mechanistic insights into ligand dissociation from the SARS-CoV-2 spike glycoprotein
DOI: 10.5281/zenodo.10699305
title: Data for Multi-mode interference waveguide spectrometer

description: Data supporting the results in the paper on MMI spectrometer. Instructions and context for data are provided. This dataset was archived during the submission process and will not be further updated here

Detailed description:

- One .xlsx file file containing data for Fig 2.

- One .dat file containing the raw pixel intensities in Fig 3C.

- One .xlsx file containing data for Fig 3D.

- One .dat file containing the raw pixel intensities in Fig 4C.

- One .xlsx file containing data for Fig 4B,D.

- 3 files containing the raw pixel intensities in Fig 5C.

- One .csv file containing data for Fig 5D.

- One .py script to view the .dat files.