cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/b7m-2yz-4wy
title: Plectostoma concinnum (Fulton, 1901)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ynd-v5s-r9y
title: Mitrella moleculina (Duclos, 1840)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m5t-k63-v81
title: Sertularella gayi (Lamouroux, 1821)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/059-964-zff
title: Perpolita hammonis (Strøm, 1765)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ytm-1jz-19p
title: Limatula subauriculata (Montagu, 1808)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/92b-bfl-gv3
title: Trochulus hispidus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m6j-f01-mkq
title: Orculella cretiminuta E. Gittenberger & Hausdorf, 2004

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h6a-amf-h83
title: Vertigo pygmaea (Draparnaud, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n9n-x8b-sjm
title: Mauritia scurra scurra (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gwa-a0f-aqb
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hnt-6sr-jdj
title: Halecium sibogae marocanum Billard, 1934

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.9hd5yt
title: Occurrence Download

description: A dataset containing 210 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Rhinella margaritifera"
 ]
 },
 "HasCoordinate is TRUE",
 "Year is greater than or equal to 2018",
 "Year is less than or equal to 2019",
 "DecimalLatitude is greater than or equal to -0.563756555820419",
 "DecimalLatitude is less than or equal to 1.43774201108494",
 "DecimalLongitude is greater than or equal to -77.2385615707599",
 "DecimalLongitude is less than or equal to -73.8641422193879",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 210 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005191-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/paf-p7e-5vp
title: Columbella rustica (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zx4-xzd-7k5
title: Cavolinia inflexa (Lesueur, 1813)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g3x-xp2-xd8
title: Scutus unguis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ekf-f65-9lj
title: Trachycardium isocardia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z20-9j2-z33
title: Chama sarda Reeve, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2t0-e14-k33
title: Fissurella coarctata P. P. King, 1832

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9t7-3r5-9cw
title: Haustellum haustellum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3d7-48j-kt9
title: Videna H. Adams & A. Adams, 1855

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q6p-w8w-92m
title: Lambis lambis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qp0-sgn-yg0
title: Microstagon trigonum (Scacchi, 1835)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ehb-y4z-q29
title: Eudendrium armatum Tichomiroff, 1890

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s7x-c0z-hmy
title: Pomatias elegans (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mdt-l73-qqc
title: Callochiton septemvalvis (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qjy-76n-dpn
title: Perpolita hammonis (Strøm, 1765)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1rh-bz6-z5s
title: Sepietta oweniana (A. d'Orbigny, 1841)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kfp-mct-met
title: Acanthochitona fascicularis (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/kntjzw468p.7
title: Framework for automatic composition of videos.

description: In this Python code, we are taking Input Script ( Love Letters) and processing this file into meaningful sentences/chunks so that a computational scene can be constructed and a well-formatted meta- JSON file is generated. The JSON file acts as a structure for building the sequence of video composition and at the same time it conducts a Timeline analysis.



The python app is made in the Flask library and is used for evaluating the quality of SQL queries generated. These SQL queries are generated at runtime and gets their input parameter/ search arguments from the LLM. Basically, the LLM gives the extracted keywords from the input Love Letters script. The DAR system helps us evaluate and compute its performance parameters automatically as we go through the evaluation process.
DOI: 10.3535/yc3-j0m-aap
title: †Anadara diluvii (Lamarck, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0zd-4hb-cgr
title: Truncatellina claustralis (Gredler, 1856)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1n5-hpe-nqg
title: Bathypolypus sponsalis (P. Fischer & H. Fischer, 1892)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h65-tdj-5ek
title: Diacria trispinosa (Blainville, 1821)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nq9-a18-lq5
title: Lyncina lynx (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zk3-rpe-7xz
title: Satondella danieli Segers, Swinnen & Abreu, 2009

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/126-c50-h0a
title: Hemiplecta distincta (L. Pfeiffer, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/941-kt7-b34
title: Acar clathrata (Defrance, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nrn-7ls-a3s
title: Mastus pupa (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l9d-60e-z77
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zwn-scq-dct
title: Bequaertina pintoi (Bourguignat, 1890)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/kgngzzs5c8.3
title: Text Script Analytics Algorithm for Automatic Video Generation

description: This Python notebook (research work) provides a comprehensive solution for text analysis and hint extraction that will be useful for making computational scenes using input text .

It includes a collection of functions that can be used to preprocess textual data, extract information such as characters, relationships, emotions, dates, times, addresses, locations, purposes, and hints from the text.

Key Features:

Preprocessing Collected Data: The notebook offers preprocessing capabilities to remove unwanted strings, normalize text data, and prepare it for further analysis.
Character Extraction: The notebook includes functions to extract characters from the text, count the number of characters, and determine the number of male and female characters.
Relationship Extraction: Functions are provided to calculate possible relationships among characters and extract the relationship names.
Dominant Emotion Extraction: The notebook includes a function to extract the dominant emotion from the text.
Date and Time Extraction: Functions are available to extract dates and times from the text, including handling phrases like "before," "after," "in the morning," and "in the evening."
Address and Location Extraction: The notebook provides functions to extract addresses and locations from the text, including identifying specific places like offices, homes, rooms, or bathrooms.
Purpose Extraction: Functions are included to extract the purpose of the text.
Hint Collection: The notebook offers the ability to collect hints from the text based on specific keywords or phrases.
Sample Implementations: Sample Python code is provided for each function, demonstrating how to use them effectively.
This notebook serves as a valuable resource for text analysis tasks, assisting in extracting essential information and hints from textual data. It can be used in various domains such as natural language processing, sentiment analysis, and information retrieval. The code is well-documented and can be easily integrated into existing projects or workflows.
DOI: 10.3535/fdy-hvt-npy
title: Turbo intercostalis Menke, 1846

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gy2-th5-tsd
title: Mesembrinus elongatus (Röding, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2rj-t7p-yvl
title: Americardia guppyi (Thiele, 1910)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/85r-av7-c8r
title: Pinna rudis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/695-fv5-rn8
title: Melampus paranus (J. P. E. Morrison, 1951)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y6l-nzn-q95
title: Acryptolaria conferta (Allman, 1877)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2vk-9z5-4fg
title: Graniberia braunii (Rossmässler, 1842)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/376-ggg-5sk
title: Aglaophenia kirchenpaueri (Heller, 1868)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cj7-az6-35t
title: Limacina bulimoides (A. d'Orbigny, 1835)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/kvx3nd6vzb
title: Predicting Stress in Bangladeshi University Students: A LIME-Interpretable Machine Learning Approach

description: This dataset was collected as part of the study:
Predicting Stress in Bangladeshi University Students: A LIME-Interpretable Machine Learning Approach (https://www.researchgate.net/publication/383053109_Predicting_Stress_in_Bangladeshi_University_Students_A_LIME-Interpretable_Machine_Learning_Approach)

Description
The dataset contains responses from 571 students from various public, private, and national universities in Bangladesh, collected between September 2022 and January 2023 via an online survey (Google Form).

It is designed to predict and analyze stress levels among university students using:

DASS-21 (Bangla Version) – for stress level assessment

Ten-Item Personality Inventory (TIPI) – for personality traits

Additional demographic and lifestyle factors

Structure

Demographics – Academic year, age, CGPA, university type, etc.

Stress Factors – Living arrangements, academic satisfaction, financial difficulties, exposure to violence, bullying, relationship issues, social media use, etc.

DASS-21 Items – 7 questions (Q1A–Q7A)

TIPI Items – 10 questions (TIPI1–TIPI10)

Target Variable – Stress level:

Normal (0–18)

Moderate (19–25)

Severe (26+)

Potential Uses

Stress level classification

Personality–stress correlation analysis

Feature importance analysis with XAI (LIME, SHAP)

Academic performance impact analysis

Citation
If you use this dataset, please cite:
Hosen, M.H., Islam, M.T., Ashraf, K., & Haque, P. (2024). Predicting Stress in Bangladeshi University Students: A LIME-Interpretable Machine Learning Approach. ResearchGate. https://doi.org/10.13140/RG.2.2.32712.62727







Ask ChatGPT
DOI: 10.3535/wn5-rn1-g7h
title: Campanularia volubilis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zss-vln-jb4
title: Diacria trispinosa (Blainville, 1821)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/kvx3nd6vzb.2
title: Predicting Stress in Bangladeshi University Students: A LIME-Interpretable Machine Learning Approach

description: This dataset was collected as part of the study:
Predicting Stress in Bangladeshi University Students: A LIME-Interpretable Machine Learning Approach (https://www.researchgate.net/publication/383053109_Predicting_Stress_in_Bangladeshi_University_Students_A_LIME-Interpretable_Machine_Learning_Approach)

Description
The dataset contains responses from 571 students from various public, private, and national universities in Bangladesh, collected between September 2022 and January 2023 via an online survey (Google Form).

It is designed to predict and analyze stress levels among university students using:

DASS-21 (Bangla Version) – for stress level assessment

Ten-Item Personality Inventory (TIPI) – for personality traits

Additional demographic and lifestyle factors

Structure

Demographics – Academic year, age, CGPA, university type, etc.

Stress Factors – Living arrangements, academic satisfaction, financial difficulties, exposure to violence, bullying, relationship issues, social media use, etc.

DASS-21 Items – 7 questions (Q1A–Q7A)

TIPI Items – 10 questions (TIPI1–TIPI10)

Target Variable – Stress level:

Normal (0–18)

Moderate (19–25)

Severe (26+)

Potential Uses

Stress level classification

Personality–stress correlation analysis

Feature importance analysis with XAI (LIME, SHAP)

Academic performance impact analysis

Citation
If you use this dataset, please cite:
Hosen, M.H., Islam, M.T., Ashraf, K., & Haque, P. (2024). Predicting Stress in Bangladeshi University Students: A LIME-Interpretable Machine Learning Approach. ResearchGate. https://doi.org/10.13140/RG.2.2.32712.62727







Ask ChatGPT
DOI: 10.3535/dge-l6e-e5t
title: Leptoconchus inpleuractis A. Gittenberger & E. Gittenberger, 2011

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j5z-nv0-x24
title: Lepidochitona iberica Kaas & Van Belle, 1981

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ap2-vnp-zfv
title: Succinea putris (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xqf-sb4-185
title: Malleus malleus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/18y-k4a-9gs
title: Boonea jadisi (Olsson & McGinty, 1958)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ayp-k8p-sjm
title: Phyllonotus pomum (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.ngcv35
title: Occurrence Download

description: A dataset containing 301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crinodendron patagua"
 ]
}

 The dataset includes 301 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005193-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/xx4-a1c-9xn
title: Megalobulimus oblongus (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5517/ccdc.csd.cc2hbt0p
title: CCDC 2304292: Experimental Crystal Structure Determination

description: Related Article: Moushakhi Ghosh, Kumar Gaurav, Prakash Panwaria, Rishukumar Panday, Srinu Tothadi, Shabana Khan|2025|Chemical Science|16|14518|doi:10.1039/D5SC00879D
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.3535/l9a-xmb-wqr
title: Notovoluta verconis (Tate, 1892)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rep-kez-bc7
title: Trochulus hispidus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/2jbbvcdwy7
title: Dataset for "Thalamic regulation of reinforcement learning strategies across prefrontal-striatal networks"

description: Dataset for CogLink networks in "Thalamic regulation of reinforcement learning strategies across prefrontal-striatal networks".
DOI: 10.3535/0v5-8px-60y
title: Pseudotrichia rubiginosa (Rossmässler, 1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ccl-8vw-2pt
title: Vertigo pygmaea (Draparnaud, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5517/ccdc.csd.cc2lxc96
title: CCDC 2410538: Experimental Crystal Structure Determination

description: Related Article: Zachary Dubrawski, Iker Del Rosal, Erwann Jeanneau, Laurent Maron, Chloé Thieuleux, Clément Camp|2025|Chemical Science|16|14564|doi:10.1039/D5SC03465E
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2lxcb7
title: CCDC 2410539: Experimental Crystal Structure Determination

description: Related Article: Zachary Dubrawski, Iker Del Rosal, Erwann Jeanneau, Laurent Maron, Chloé Thieuleux, Clément Camp|2025|Chemical Science|16|14564|doi:10.1039/D5SC03465E
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.17632/2jbbvcdwy7.1
title: Dataset for "Thalamic regulation of reinforcement learning strategies across prefrontal-striatal networks"

description: Dataset for CogLink networks in "Thalamic regulation of reinforcement learning strategies across prefrontal-striatal networks".
DOI: 10.3535/6j8-sdj-3jh
title: Scandia gigas (Pieper, 1884)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5517/ccdc.csd.cc2lxcc8
title: CCDC 2410540: Experimental Crystal Structure Determination

description: Related Article: Zachary Dubrawski, Iker Del Rosal, Erwann Jeanneau, Laurent Maron, Chloé Thieuleux, Clément Camp|2025|Chemical Science|16|14564|doi:10.1039/D5SC03465E
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2lxcd9
title: CCDC 2410541: Experimental Crystal Structure Determination

description: Related Article: Zachary Dubrawski, Iker Del Rosal, Erwann Jeanneau, Laurent Maron, Chloé Thieuleux, Clément Camp|2025|Chemical Science|16|14564|doi:10.1039/D5SC03465E
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.3535/200-l9c-4le
title: Plumularia setacea (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s34-z7d-qwt
title: Lima caribaea A. d'Orbigny, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5517/ccdc.csd.cc2lxcfb
title: CCDC 2410542: Experimental Crystal Structure Determination

description: Related Article: Zachary Dubrawski, Iker Del Rosal, Erwann Jeanneau, Laurent Maron, Chloé Thieuleux, Clément Camp|2025|Chemical Science|16|14564|doi:10.1039/D5SC03465E
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2lxcgc
title: CCDC 2410543: Experimental Crystal Structure Determination

description: Related Article: Zachary Dubrawski, Iker Del Rosal, Erwann Jeanneau, Laurent Maron, Chloé Thieuleux, Clément Camp|2025|Chemical Science|16|14564|doi:10.1039/D5SC03465E
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.3535/ks8-s0l-45b
title: Modiolus philippinarum Hanley, 1843

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yvj-b0s-wwf
title: Oxychilus alliarius (J. S. Miller, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.