cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18684593
title: Human-AI-Dialogue-Suicide-Risk-Dataset

description: Human-AI-Dialogue-Suicide-Risk-Dataset This dataset provides 4,040 annotated human-AI dialogue samples focused on mental health and suicide risk assessment.

📌 Overview

This dataset contains 4,040 human-AI dialogue samples focused on mental health, specifically related to suicide risk assessment, depression, and emotional support. Each entry consists of a multi-turn conversation between a user expressing distress and an AI providing empathetic responses. The dataset is annotated with specific risk labels to facilitate research in suicide risk detection and mental health analysis.

📂 Data Structure

The dataset is provided in excel format and contains the following columns:

index: A unique numerical identifier for each dialogue entry. dialogue: The full text of the conversation. The format follows a User: [Text] \n AI: [Text] structure, capturing the exchange of thoughts, feelings, and supportive responses. post_risk: The annotation label indicating the category of suicide risk or the nature of the distress expressed in the dialogue.

🏷️ Risk Labels (Classes)

The dialogues are classified into the following categories based on the user's expression of risk:





ideation: The user expresses thoughts of dying, wishing to be dead, or general suicidal thoughts without a specific, immediate plan.




behavior: The user describes specific actions, preparations, or behavioral patterns (e.g., self-isolation, giving away possessions, acquiring means) that suggest an increased risk or intent.




indicator: The user exhibits signs or symptoms strongly associated with severe distress or potential risk, such as feelings of hopelessness, worthlessness, or being a burden to others.




attempt: The user discusses past suicide attempts, imminent plans, or engaging in self-harm with the intent to end their life.




safe: Dialogues where the user discusses mental health but does not exhibit immediate suicide risk, or discusses recovery and coping strategies.



🚀 Potential Applications

 This dataset is designed for researchers and developers working in:

Natural Language Processing (NLP) for mental health. Suicide Risk Detection: Training models to classify the severity of risk in text. Sentiment Analysis: Understanding emotional distress in conversational contexts. Conversational AI: Training empathetic chatbots for crisis intervention and emotional support.

⚠️ Ethical Considerations & Disclaimer

Sensitive Content: This dataset contains textual descriptions of severe mental distress, suicide ideation, and self-harm. Please approach the data with care. Research Use Only: This dataset is intended for academic and research purposes only. It is not a substitute for professional clinical diagnosis or treatment. Bias & Safety: Users of this dataset should be aware that AI models trained on this data should be rigorously tested for safety and bias before deployment in any real-world setting.
DOI: 10.5281/zenodo.18684594
title: Human-AI-Dialogue-Suicide-Risk-Dataset

description: Human-AI-Dialogue-Suicide-Risk-Dataset This dataset provides 4,040 annotated human-AI dialogue samples focused on mental health and suicide risk assessment.

📌 Overview

This dataset contains 4,040 human-AI dialogue samples focused on mental health, specifically related to suicide risk assessment, depression, and emotional support. Each entry consists of a multi-turn conversation between a user expressing distress and an AI providing empathetic responses. The dataset is annotated with specific risk labels to facilitate research in suicide risk detection and mental health analysis.

📂 Data Structure

The dataset is provided in excel format and contains the following columns:

index: A unique numerical identifier for each dialogue entry. dialogue: The full text of the conversation. The format follows a User: [Text] \n AI: [Text] structure, capturing the exchange of thoughts, feelings, and supportive responses. post_risk: The annotation label indicating the category of suicide risk or the nature of the distress expressed in the dialogue.

🏷️ Risk Labels (Classes)

The dialogues are classified into the following categories based on the user's expression of risk:





ideation: The user expresses thoughts of dying, wishing to be dead, or general suicidal thoughts without a specific, immediate plan.




behavior: The user describes specific actions, preparations, or behavioral patterns (e.g., self-isolation, giving away possessions, acquiring means) that suggest an increased risk or intent.




indicator: The user exhibits signs or symptoms strongly associated with severe distress or potential risk, such as feelings of hopelessness, worthlessness, or being a burden to others.




attempt: The user discusses past suicide attempts, imminent plans, or engaging in self-harm with the intent to end their life.




safe: Dialogues where the user discusses mental health but does not exhibit immediate suicide risk, or discusses recovery and coping strategies.



🚀 Potential Applications

 This dataset is designed for researchers and developers working in:

Natural Language Processing (NLP) for mental health. Suicide Risk Detection: Training models to classify the severity of risk in text. Sentiment Analysis: Understanding emotional distress in conversational contexts. Conversational AI: Training empathetic chatbots for crisis intervention and emotional support.

⚠️ Ethical Considerations & Disclaimer

Sensitive Content: This dataset contains textual descriptions of severe mental distress, suicide ideation, and self-harm. Please approach the data with care. Research Use Only: This dataset is intended for academic and research purposes only. It is not a substitute for professional clinical diagnosis or treatment. Bias & Safety: Users of this dataset should be aware that AI models trained on this data should be rigorously tested for safety and bias before deployment in any real-world setting.
DOI: 10.25549/rbm-c58-14400
title: Draped woman lifting handfuls of hay, turning and throwing it down

description: Draped woman lifting handfuls of hay, turning and throwing it down. This is plate 458, captioned "Lifting handfuls of hay, turning and throwing it down" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-14408
title: Draped woman lifting handfuls of hay, turning and throwing it down

description: Draped woman lifting handfuls of hay, turning and throwing it down. This is plate 458, captioned "Lifting handfuls of hay, turning and throwing it down" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-14660
title: Draped woman stepping on a chair, reaching up and descending

description: Draped woman stepping on a chair, reaching up and descending . This is plate 459, captioned "Stepping on chair, reaching up and descending" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-14654
title: Draped woman stepping on a chair, reaching up and descending

description: Draped woman stepping on a chair, reaching up and descending . This is plate 459, captioned "Stepping on chair, reaching up and descending" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18694401
title: Linked collectors and determiners for: Bees (Apoidea: Anthophila) Found in Emerald Ash Borer Traps in Vermont, USA.

description: Natural history specimen data linked to collectors and determiners held within, "Bees (Apoidea: Anthophila) Found in Emerald Ash Borer Traps in Vermont, USA". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/2dad7638-c3fd-4ffc-b634-7ec76441f75b using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/2dad7638-c3fd-4ffc-b634-7ec76441f75b. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10509670
title: Linked collectors and determiners for: Bees (Apoidea: Anthophila) Found in Emerald Ash Borer Traps in Vermont, USA.

description: Natural history specimen data linked to collectors and determiners held within, "Bees (Apoidea: Anthophila) Found in Emerald Ash Borer Traps in Vermont, USA". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/2dad7638-c3fd-4ffc-b634-7ec76441f75b using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/2dad7638-c3fd-4ffc-b634-7ec76441f75b. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-21214
title: Nude man shoeing a horse

description: Nude man shoeing a horse. This is plate 508, captioned "Shoeing a horse" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.10509674
title: Linked collectors and determiners for: Colección de Zoología Universidad Icesi: Reptiles.

description: Natural history specimen data linked to collectors and determiners held within, "Colección de Zoología Universidad Icesi: Reptiles". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/32444784-76fc-4fcc-914e-2c773d6dfab3 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/32444784-76fc-4fcc-914e-2c773d6dfab3. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18694402
title: Linked collectors and determiners for: Colección de Zoología Universidad Icesi: Reptiles.

description: Natural history specimen data linked to collectors and determiners held within, "Colección de Zoología Universidad Icesi: Reptiles". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/32444784-76fc-4fcc-914e-2c773d6dfab3 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/32444784-76fc-4fcc-914e-2c773d6dfab3. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-21216
title: Nude man shoeing a horse

description: Nude man shoeing a horse. This is plate 508, captioned "Shoeing a horse" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-21217
title: Nude man shoeing a horse

description: Nude man shoeing a horse. This is plate 508, captioned "Shoeing a horse" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.15468/dl.euyjq6
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Saurodactylus mauritanicus"
 ]
}

 The dataset includes 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029041-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/rbm-c58-21231
title: Nude man shoeing a horse

description: Nude man shoeing a horse. This is plate 509, captioned "Shoeing a horse" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18694407
title: Linked collectors and determiners for: Lectotypification of 4 names of Viburnum (Adoxaceae).

description: Natural history specimen data linked to collectors and determiners held within, "Lectotypification of 4 names of Viburnum (Adoxaceae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/328d9f52-4430-4668-b0a7-8c967008e633 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/328d9f52-4430-4668-b0a7-8c967008e633. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-16262
title: Man in pelvis cloth performing contortions

description: Man in pelvis cloth performing contortions. This is plate 510, captioned "Contortions on the ground." from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.10509676
title: Linked collectors and determiners for: Lectotypification of 4 names of Viburnum (Adoxaceae).

description: Natural history specimen data linked to collectors and determiners held within, "Lectotypification of 4 names of Viburnum (Adoxaceae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/328d9f52-4430-4668-b0a7-8c967008e633 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/328d9f52-4430-4668-b0a7-8c967008e633. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-14702
title: Draped woman carrying a jar on her shoulder and a basket in her hand then placing them on the ground

description: Draped woman carrying a jar on her shoulder and a basket in her hand then placing them on the ground. This is plate 460, captioned "Carrying a jar on shoulder and basket in hand and placing them on the ground" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-14693
title: Draped woman carrying a jar on her shoulder and a basket in her hand then placing them on the ground

description: Draped woman carrying a jar on her shoulder and a basket in her hand then placing them on the ground. This is plate 460, captioned "Carrying a jar on shoulder and basket in hand and placing them on the ground" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18694408
title: Linked collectors and determiners for: Colección Taxonómica Central del museo entomológico UNAB, familia Anthribidae.

description: Natural history specimen data linked to collectors and determiners held within, "Colección Taxonómica Central del museo entomológico UNAB, familia Anthribidae". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/36375f8c-8efd-4022-9d69-bcf71ca02bde using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/36375f8c-8efd-4022-9d69-bcf71ca02bde. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10509678
title: Linked collectors and determiners for: Colección Taxonómica Central del museo entomológico UNAB, familia Anthribidae.

description: Natural history specimen data linked to collectors and determiners held within, "Colección Taxonómica Central del museo entomológico UNAB, familia Anthribidae". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/36375f8c-8efd-4022-9d69-bcf71ca02bde using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/36375f8c-8efd-4022-9d69-bcf71ca02bde. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-14699
title: Draped woman carrying a jar on her shoulder and a basket in her hand then placing them on the ground

description: Draped woman carrying a jar on her shoulder and a basket in her hand then placing them on the ground. This is plate 460, captioned "Carrying a jar on shoulder and basket in hand and placing them on the ground" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.15468/dl.zf2678
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microhyla pineticola"
 ]
}

 The dataset includes 27 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029042-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/rbm-c58-14708
title: Draped woman carrying a jar on her shoulder and a basket in her hand then placing them on the ground

description: Draped woman carrying a jar on her shoulder and a basket in her hand then placing them on the ground. This is plate 460, captioned "Carrying a jar on shoulder and basket in hand and placing them on the ground" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-14713
title: Draped woman carrying a jar on her shoulder and a basket in her hand then placing them on the ground

description: Draped woman carrying a jar on her shoulder and a basket in her hand then placing them on the ground. This is plate 460, captioned "Carrying a jar on shoulder and basket in hand and placing them on the ground" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18694409
title: Linked collectors and determiners for: Bird skins from (UN) Western Europe in the collections of World Museum, National Museums Liverpool.

description: Natural history specimen data linked to collectors and determiners held within, "Bird skins from (UN) Western Europe in the collections of World Museum, National Museums Liverpool". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/3e138a5b-bc84-4ef5-bdc8-57dcc4efa40c using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/3e138a5b-bc84-4ef5-bdc8-57dcc4efa40c. Formatted as a Frictionless Data package.
DOI: 10.15468/dl.8peya5
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Micryletta aishani"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029043-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/rbm-c58-14727
title: Draped woman carrying a jar on her shoulder and a basket in her hand then placing them on the ground

description: Draped woman carrying a jar on her shoulder and a basket in her hand then placing them on the ground. This is plate 460, captioned "Carrying a jar on shoulder and basket in hand and placing them on the ground" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.10509680
title: Linked collectors and determiners for: Bird skins from (UN) Western Europe in the collections of World Museum, National Museums Liverpool.

description: Natural history specimen data linked to collectors and determiners held within, "Bird skins from (UN) Western Europe in the collections of World Museum, National Museums Liverpool". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/3e138a5b-bc84-4ef5-bdc8-57dcc4efa40c using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/3e138a5b-bc84-4ef5-bdc8-57dcc4efa40c. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-14720
title: Draped woman carrying a jar on her shoulder and a basket in her hand then placing them on the ground

description: Draped woman carrying a jar on her shoulder and a basket in her hand then placing them on the ground. This is plate 460, captioned "Carrying a jar on shoulder and basket in hand and placing them on the ground" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-14722
title: Draped woman carrying a jar on her shoulder and a basket in her hand then placing them on the ground

description: Draped woman carrying a jar on her shoulder and a basket in her hand then placing them on the ground. This is plate 460, captioned "Carrying a jar on shoulder and basket in hand and placing them on the ground" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.10509682
title: Linked collectors and determiners for: Agaricales Fennoscandiae orientalis.

description: Natural history specimen data linked to collectors and determiners held within, "Agaricales Fennoscandiae orientalis". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/3e256ae0-cfcb-4614-84e8-f511545dd34f using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/3e256ae0-cfcb-4614-84e8-f511545dd34f. Formatted as a Frictionless Data package.