cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/independent-c69-19006
title: Telephone complaints, specific incidents, 1990 Dec. - 1991 June

description: Telephone complaints, specific incidents, 1990 December 11 - 1991 June 27. 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.gcpjf6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elatostema minutiflorum H.J.P.Winkl."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187868-230224095556074/datasets/export for details.
DOI: 10.15468/dl.kvpzf2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (Ctenochaetus binotatus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187874-230224095556074/datasets/export for details.
DOI: 10.15468/dl.24ygqp
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elatostema multicanaliculatum B.L.Shih & Yuen P.Yang"
 ]
}

 The dataset includes 28 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187900-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.chxb4c
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elatostema mongiensis Lauterb."
 ]
}

 The dataset includes 60 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187883-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tc2nz3
title: Occurrence Download

description: A dataset containing 52470 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Papilio machaon Linnaeus, 1758"
 ]
}

 The dataset includes 52470 records from 208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001822-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/9ma-gba-f2l
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/nfd-8ry-gj9
title: †Sowerbyella Jones, 1928

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/jpf-hy0-k6h
title: Palaeoconchus

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/yg8-rnv-x51
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/gyb-v9e-3kj
title: Dendrinidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/m8y-p62-6tm
title: †Sowerbyella Jones, 1928

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/1x0-04f-aba
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/2fl-j9t-ywf
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/d95-fd4-seb
title: Animalia

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/wr6-k5d-9n7
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/4rp-10d-b36
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/7vw-9jq-pdp
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/13g-9ws-qkm
title: Amphorichnus papillatus

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/4en-kyk-dsb
title: Anoigmaichnus

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.15468/dl.7tx3tr
title: Occurrence Download

description: A dataset containing 12669816 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation)",
 "OccurrenceStatus is Present",
 "TaxonKey is Odonata"
 ]
}

 The dataset includes 12669816 records from 6522 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010921-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17197986
title: AF3 prediction for DNA-RNA-Cas protein ternary complex
title: Prediction of on-target & off-target complex

description: Full dataset for ContactSeek framework.
DOI: 10.5281/zenodo.17197987
title: AF3 prediction for DNA-RNA-Cas protein ternary complex
title: Prediction of on-target & off-target complex

description: Full dataset for ContactSeek framework.
DOI: 10.34740/kaggle/dsv/13296265
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.hzn2cj
title: Occurrence Download

description: A dataset containing 908784 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Charadriiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-30 60,0 60,0 90,-30 90,-30 60))"
 ]
}

 The dataset includes 908784 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060136-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dn2hpn
title: Occurrence Download

description: A dataset containing 7347 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Litsea cubeba)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7347 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060200-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5qzsv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvia elegans",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060199-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.82144/bb04797e
title: Happywhale - Dusky dolphin in South Atlantic Ocean

description: Original provider:
Happywhale

Dataset credits:
Happywhale and contributors

Abstract:
Happywhale.com is a resource to help you know whales as individuals, and to benefit conservation science with rich data about individual whales.
DOI: 10.15468/dl.w76qc7
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gynochthodes wongii"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060201-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.82144/0c03935c
title: Happywhale - Peale's dolphin in South Pacific Ocean

description: Original provider:
Happywhale

Dataset credits:
Happywhale and contributors

Abstract:
Happywhale.com is a resource to help you know whales as individuals, and to benefit conservation science with rich data about individual whales.
DOI: 10.15468/dl.v2mp6k
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Afghanistan",
 "Year is 2024",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 44 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060202-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.82144/c376cb5b
title: Happywhale - Melon-headed Whale in South Pacific Ocean

description: Original provider:
Happywhale

Dataset credits:
Happywhale and contributors

Abstract:
Happywhale.com is a resource to help you know whales as individuals, and to benefit conservation science with rich data about individual whales.
DOI: 10.6084/m9.figshare.30302119
title: Motif Code Theory: A Graph-Based Framework for Unifying M-theory and Calabi–Yau Compactifications in Supersymmetric Dynamics and Gravitational Wave Signatures

description: The <i>Motif Code Theory (MCT)</i> research develops a new way to study the universe’s fundamental particles and forces using a network-based approach. It models particle interactions as a graph, where nodes represent particles (with properties like position and mass) and edges show how they interact, influenced by advanced physics theories like M-theory and Calabi-Yau compactification. Using a powerful computer model (Transformer Graph Model), it detects specific patterns (like loops of 3 to 12 particles or feed-forward loops) in these networks. The research predicts gravitational wave signals and key physical quantities, including neutrino masses, and uses optimizations like sparsity and quantization to handle massive networks (up to 10 billion nodes). This work connects particle physics, cosmology, and computational methods to explore the universe’s structure and test theories with future experiments like LISA.
DOI: 10.6084/m9.figshare.30302119.v3
title: Motif Code Theory: A Graph-Based Framework for Unifying M-theory and Calabi–Yau Compactifications in Supersymmetric Dynamics and Gravitational Wave Signatures

description: The <i>Motif Code Theory (MCT)</i> research develops a new way to study the universe’s fundamental particles and forces using a network-based approach. It models particle interactions as a graph, where nodes represent particles (with properties like position and mass) and edges show how they interact, influenced by advanced physics theories like M-theory and Calabi-Yau compactification. Using a powerful computer model (Transformer Graph Model), it detects specific patterns (like loops of 3 to 12 particles or feed-forward loops) in these networks. The research predicts gravitational wave signals and key physical quantities, including neutrino masses, and uses optimizations like sparsity and quantization to handle massive networks (up to 10 billion nodes). This work connects particle physics, cosmology, and computational methods to explore the universe’s structure and test theories with future experiments like LISA.
DOI: 10.6084/m9.figshare.30302119.v2
title: Motif Code Theory: A Graph-Based Framework for Unifying M-theory and Calabi–Yau Compactifications in Supersymmetric Dynamics and Gravitational Wave Signatures

description: The <i>Motif Code Theory (MCT)</i> research develops a new way to study the universe’s fundamental particles and forces using a network-based approach. It models particle interactions as a graph, where nodes represent particles (with properties like position and mass) and edges show how they interact, influenced by advanced physics theories like M-theory and Calabi-Yau compactification. Using a powerful computer model (Transformer Graph Model), it detects specific patterns (like loops of 3 to 12 particles or feed-forward loops) in these networks. The research predicts gravitational wave signals and key physical quantities, including neutrino masses, and uses optimizations like sparsity and quantization to handle massive networks (up to 10 billion nodes). This work connects particle physics, cosmology, and computational methods to explore the universe’s structure and test theories with future experiments like LISA.
DOI: 10.82144/e867ffbe
title: Happywhale - Southern Right Whale Dolphin in South Pacific Ocean

description: Original provider:
Happywhale

Dataset credits:
Happywhale and contributors

Abstract:
Happywhale.com is a resource to help you know whales as individuals, and to benefit conservation science with rich data about individual whales.
DOI: 10.15468/dl.nj4cys
title: Occurrence Download

description: A dataset containing 37828 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mosquito Alert Dataset"
 ]
}

 The dataset includes 37828 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060204-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.82144/a5a14ecd
title: Happywhale - Short-finned Pilot Whale in South Atlantic Ocean

description: Original provider:
Happywhale

Dataset credits:
Happywhale and contributors

Abstract:
Happywhale.com is a resource to help you know whales as individuals, and to benefit conservation science with rich data about individual whales.
DOI: 10.15468/dl.2kvkcv
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Morinda carnosa"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060206-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.82144/765fdf78
title: Happywhale - Short-finned pilot whale in South Pacific Ocean

description: Original provider:
Happywhale

Dataset credits:
Happywhale and contributors

Abstract:
Happywhale.com is a resource to help you know whales as individuals, and to benefit conservation science with rich data about individual whales.
DOI: 10.15468/dl.gsm69f
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (VU, CR, EN, NT)",
 "StateProvince is one of (JAWA Barat, Jawa Tengah, Jawa Timur, Banten, Jakarta, yogyakarta)",
 "TaxonKey is Rhyticeros undulatus",
 "Year 2010-2025"
 ]
}

 The dataset includes 24 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060209-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.82144/ace79990
title: Happywhale - False killer whale in North Pacific Ocean

description: Original provider:
Happywhale

Dataset credits:
Happywhale and contributors

Abstract:
Happywhale.com is a resource to help you know whales as individuals, and to benefit conservation science with rich data about individual whales.
DOI: 10.15468/dl.4t8azk
title: Occurrence Download

description: A dataset containing 1249 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pyrrhura orcesi"
 ]
}

 The dataset includes 1249 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060208-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ktz8aw
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thymus serpyllum",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060211-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xk3htv
title: Occurrence Download

description: A dataset containing 965276 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Columbiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-90 -30,-60 -30,-60 0,-90 0,-90 -30))"
 ]
}

 The dataset includes 965276 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060154-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t2hhjf
title: Occurrence Download

description: A dataset listing the 67 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mammals of the Natural Laboratory of Peat-Swamp Forest, Sebangau National Park, Central Kalimantan, Indonesia"
 ]
}

 The dataset's 67 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060179-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17287589
title: Dataset for "Enhancing multi-label emotion analysis in Indonesian social media with emoji-aware text representations"

description: Creator

Amalia Amalia1*, Maya Silvi Lydia1, Rahmi Putri Rangkuti2, Farhan Purwanto Marulitua3, Fikri Hanif3, Mardanan Fitra3

 

1 Department of Computer Science, Universitas Sumatera Utara, Indonesia

2 Department of Psychology, Universitas Sumatera Utara, Indonesia

3 Department of Data Science and Artificial Intelligence, Universitas Sumatera Utara, Indonesia

 

Funding

This research was supported by the Directorate of Research, Technology, and Community Service (DRTPM), Ministry of Education, Culture, Research, and Technology of the Republic of Indonesia, under the Fundamental Research Grant Scheme (Regular) 2025, based on Decree No. 0419/C3/DT.05.00/2025 and Contract/Agreement No. 112/C3/DT.05.00/PL/2025.

 

Description

The dataset was constructed from Indonesian social media content, integrating both textual data and paralinguistic signals in the form of emojis. In total, it consists of 139,414 instances annotated for Text Emotion Analysis (TEA) based on Plutchik’s emotion model. Unlike single-label corpora, this dataset supports multi-label classification, where a single post may express more than one emotion simultaneously. For example, text accompanied by multiple emojis (e.g., 😍 and 😢) can convey both joy and sadness, resulting in overlapping emotion categories. To enrich the emotional representation, a vocabulary of 1,040 unique emojis was incorporated, capturing supportive, contrastive, or even sarcastic emotional cues. This makes the dataset a valuable resource for exploring multimodal and multi-label emotion analysis in Indonesian, a low-resource language where high-quality annotated datasets are scarce. The dataset is specifically designed to benchmark models that integrate paralinguistic signals and to evaluate the robustness of LLM-based TEA systems.
DOI: 10.15468/dl.adwruu
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Larkinia grandis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 73 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060213-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6tj6fd
title: Occurrence Download

description: A dataset containing 2905 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Litsea elongata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2905 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060212-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a87rsd
title: Occurrence Download

description: A dataset containing 1482191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Columbiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-60 -30,-30 -30,-30 0,-60 0,-60 -30))"
 ]
}

 The dataset includes 1482191 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060160-250920141307145/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.30302964
title: Analysis of a novel therapeutic target and development of a prognostic model for primary glioblastoma based on ferroptosis-related genes

description: This study establishes a novel prognostic signature based on seven ferroptosis-related genes (FRGs) for primary glioblastoma (GBM). The model independently predicts patient survival and is associated with distinct immune microenvironment profiles, including altered infiltration of NK cells and regulatory T cells. The low-risk group demonstrated potential heightened sensitivity to immunotherapy. These findings propose the FRG signature as a valuable tool for prognosis assessment and personalized treatment strategy in GBM.