cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17091284
title: User eXperience Perception Insights Dataset (UXPID)

description: User eXperience Perception Insights Dataset (UXPID): Providing Synthetic User Feedback from Public Industrial Automation Forum Discussions for LLM Analysis

 



The UXPID dataset is a publicly available resource designed to support research in user requirements engineering, user experience (UX) analysis, and AI-driven feedback processing, particularly in scenarios where privacy or licensing may limit access to real-world user data. It enables the development and benchmarking of transformer-based models for issue detection, sentiment analysis, and requirements extraction, focusing on discussions from technical forums. UXPID fills a gap in the availability of comprehensive, annotated user feedback datasets, driving advancements in natural language processing (NLP) for industrial product support and software engineering. The dataset serves both qualitative insight extraction and large-scale machine learning applications.

 




Dataset Contents:



Format: 7130 JSON files, each representing a forum discussion branch

Comments: Over 36K synthetic user comments (mean: 5.1 comments per branch; min: 1, max: 54)

Branches: 7130 total branches:



Solved branches: 2598

Unsolved branches: 4532

Question-originated branches: 7030

Replies: Total of 29K replies



Annotations: Each branch and comment is annotated with information such as severity, sentiment, type, topic status, and more





This dataset is a valuable asset for researchers and practitioners looking to operationalize customer experience in technical domains, providing a solid foundation for NLP experiments and UX insight extraction where user privacy and data access are concerns.
DOI: 10.15468/dl.prgur2
title: Occurrence Download

description: A dataset containing 2951 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ranunculus acris",
 "Country is Iceland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2951 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048886-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/b3e-16h-gq2
title: Pyrenopeziza holmiorum Nograsek & Matzer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/09r-pxd-whe
title: Pyrenopeziza holmiorum Nograsek & Matzer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/cda-dgl-fej
title: Pyrenopeziza holmiorum Nograsek & Matzer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/py2-xgg-tqb
title: Pyrenopeziza holmiorum Nograsek & Matzer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6me-8tt-mzb
title: Rhytisma bontocense Syd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qa9-220-q0h
title: Pyrenopeziza holmiorum Nograsek & Matzer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vxl-14a-yjb
title: Pyrenopeziza holmiorum Nograsek & Matzer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.tscw8s
title: Occurrence Download

description: A dataset containing 235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Brycinus macrolepidotus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 235 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048888-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/p1z-2rr-j2j
title: Racovitziella endostromatica Döbbeler & Poelt

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/n7d-mqf-efv
title: Pyrenopeziza austriaca Petr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/500-b4v-fbd
title: Rhaphidospora betonicae L. A. Kirchn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.2k6j83
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ranunculus acris",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 174 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048889-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vrkg4
title: Occurrence Download

description: A dataset containing 9305 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Meetnetten.be - Bat winter roosts counts (totals per room/section) Flanders, Belgium"
 ]
}

 The dataset includes 9305 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048890-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/c7f-t8y-b9q
title: Pyrenopeziza holmiorum Nograsek & Matzer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/k8y-d8e-gkj
title: Pyrenopeziza holmiorum Nograsek & Matzer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.6084/m9.figshare.29973118
title: Examples for IF Area Ratio Quantification

description: Example files for the IF Area Ratio Quantification scripts: https://github.com/theia-dev/qme_ifIncludes an immunofluorescence image (ExampleImg_IF_quant.tif) and a corresponding set of manually drawn regions of interest (ExampleImg_IF_quant_RoiSet.tif).
DOI: 10.6084/m9.figshare.29973175
title: Example files for 3D Reconstruction and Visualization

description: Example files for 3D Reconstruction and Visualization scripts: https://github.com/theia-dev/qme_ifIncludes OCT SNR values (oct_snr_lin.npz) and corresponding QME (tangent_modulus_xyz.npz)
DOI: 10.6084/m9.figshare.29973175.v1
title: Example files for 3D Reconstruction and Visualization

description: Example files for 3D Reconstruction and Visualization scripts: https://github.com/theia-dev/qme_ifIncludes OCT SNR values (oct_snr_lin.npz) and corresponding QME (tangent_modulus_xyz.npz)
DOI: 10.6084/m9.figshare.29973118.v1
title: Examples for IF Area Ratio Quantification

description: Example files for the IF Area Ratio Quantification scripts: https://github.com/theia-dev/qme_ifIncludes an immunofluorescence image (ExampleImg_IF_quant.tif) and a corresponding set of manually drawn regions of interest (ExampleImg_IF_quant_RoiSet.tif).
DOI: 10.25740/zg599pq9463
title: Data for EV-D68 RNA concentrations in wastewater for three sites in CA and spatially aggregated across CA

description: Data for use in paper called "EV-D68 Outbreak Identified by Metagenomic Next Generation Sequencing, Tulare County, California, 2024-2025"
DOI: 10.15468/dl.b9jpc3
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.28_1",
 "TaxonKey is Pulsatilla campanella"
 ]
}

 The dataset includes 42 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048891-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/5zw-rcm-ftr
title: Pyrenopeziza holmiorum Nograsek & Matzer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/skp-ydw-y67
title: Eremotheca ugandensis Hansf.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/126-s54-f5c
title: Schiffnerula tovarensis Syd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mkn-9zq-wnj
title: Schizoxylon gaubae Petr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zwg-8a8-126
title: Schiffnerula tovarensis Syd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/scr-vfg-pxx
title: Pyrenopeziza holmiorum Nograsek & Matzer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.jx6sf8
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.28_1",
 "TaxonKey is Artemisia vulgaris"
 ]
}

 The dataset includes 57 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048893-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/a6e-11g-pzq
title: Pyrenopeziza holmiorum Nograsek & Matzer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.6084/m9.figshare.30093970
title: Raw Data_Body Image, Self-Esteem, Peer Support, and Physical Activities Motivation in Adolescents

description: The dataset, "Raw Data_Body Image, Self-Esteem, Peer Support, and Physical Activities Motivation in Adolescents," was collected from adolescents aged 11–18 in several middle and high schools in China through a random sampling method. Data were gathered via an online survey on the Questionnaire Star platform (www.Sojump.com) from February to April 2025. After excluding invalid responses, the final dataset comprised 1,100 valid questionnaires. The study aimed to examine the influence of body image on adolescents' physical activities motivation, with a focus on the mediating role of self-esteem and the moderating role of peer support. This dataset provides valuable insights into the psychological and social factors that drive adolescents' engagement in physical activities, offering empirical evidence for designing targeted interventions to improve body image, enhance self-esteem, and strengthen peer support in youth populations.
DOI: 10.6084/m9.figshare.30093970.v1
title: Raw Data_Body Image, Self-Esteem, Peer Support, and Physical Activities Motivation in Adolescents

description: The dataset, "Raw Data_Body Image, Self-Esteem, Peer Support, and Physical Activities Motivation in Adolescents," was collected from adolescents aged 11–18 in several middle and high schools in China through a random sampling method. Data were gathered via an online survey on the Questionnaire Star platform (www.Sojump.com) from February to April 2025. After excluding invalid responses, the final dataset comprised 1,100 valid questionnaires. The study aimed to examine the influence of body image on adolescents' physical activities motivation, with a focus on the mediating role of self-esteem and the moderating role of peer support. This dataset provides valuable insights into the psychological and social factors that drive adolescents' engagement in physical activities, offering empirical evidence for designing targeted interventions to improve body image, enhance self-esteem, and strengthen peer support in youth populations.
DOI: 10.5281/zenodo.17084918
title: Loci subsets for the schemas deposited on Chewie-NS

description: This dataset includes files with loci subsets for the schemas deposited in Chewie-NS (e.g. the list of core loci to perform cgMLST). Each ZIP archive includes files with loci subsets for the schemas of a specific species. The contents of each ZIP archive are the following:



species10_Ecoli.zip -- contains the loci subsets for the schemas of species with ID=10 (Escherichia coli) in Chewie-NS.



species10_Ecoli_schema1 -- contains the loci subsets for the schema with ID=1 (more information about the schema creation process and the definition of the loci subsets is available here).



species10_Ecoli_schema1_cgMLST99_chewieNS_IDs.txt -- contains the core loci defined based on a loci presence threshold of 99%.

species10_Ecoli_schema1_cgMLST99_chewieNS_to_original_IDs.tsv -- contains the correspondence between the core loci defined based on a loci presence threshold of 99% and the original loci IDs as defined here.





species14_Senterica.zip -- contains the loci subsets for the schemas of species with ID=14 (Salmonella enterica) in Chewie-NS.



species14_Senterica_schema1 -- contains the loci subsets for the schema with ID=1 (more information about the schema creation process and the definition of the loci subsets is available here).



species14_Senterica_schema1_cgMLST99_chewieNS_IDs.txt -- contains the core loci defined based on a loci presence threshold of 99%.

species14_Senterica_schema1_cgMLST99_chewieNS_to_original_IDs.tsv -- contains the correspondence between the core loci defined based on a loci presence threshold of 99% and the original loci IDs as defined here.
DOI: 10.5281/zenodo.17091602
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250910i Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250910i Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.17091603
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250910i Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250910i Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.3535/9f5-rej-9th
title: Scolecopeltidium hormosporum F. Stevens & Manter

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ej3-drm-zj1
title: Singeriella peruviana Petr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.23728/b2share.400fa4587e3f40d2868ed57ee6540581
title: FDOConnect-AP3-Hardware-V1-Set1

description: Reference data record for the hardware QFDO
DOI: 10.3535/6s9-78s-q48
title: Scelobelonium australiense Petr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5c3-ktp-hcx
title: Schiffnerula cissi Hansf.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/enj-ymb-78m
title: Sordaria arctica Cain

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.c49247
title: Occurrence Download

description: A dataset containing 384 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ranunculus acris",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 384 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048894-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbwe7k
title: Occurrence Download

description: A dataset containing 6917 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amaranthus palmeri"
 ]
}

 The dataset includes 6917 records from 295 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048892-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/emw-w7p-jd6
title: Schiffnerula ambigua Petr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.60966/l53vxzbg
title: IDB Group Impact Framework Performance Targets: Dataset
title: IDB Group Impact Framework Performance Targets: Datasets
title: Indice InfraScope pour l’Amérique Latine et les Caraïbes : 2009-201
title: Índice InfraScope para a América Latina e o Caribe: 2009-201
DOI: 10.3535/sgv-5bt-t2a
title: Schiffnerula rubi Syd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/v2z-grs-b2m
title: Schiffnerula rhois Hansf.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ht9-d0a-5sd
title: Eremotheca ugandensis Hansf.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zxa-2yb-pva
title: Schiffnerula tovarensis Syd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.rt2hvr
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.28_1",
 "TaxonKey is Patrinia intermedia"
 ]
}

 The dataset includes 93 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048896-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/q43-wtf-ck8
title: Schiffnerula tovarensis Syd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mbp-m8r-96m
title: Schizothyrium pteridis Feltgen

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.ahb3as
title: Occurrence Download

description: A dataset containing 25550 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Meetnetten.be - Bat winter roosts counts (totals per site) Flanders, Belgium"
 ]
}

 The dataset includes 25550 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048895-250827131500795/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.30093904
title: Cardiac response to chronic stress

description: In the present study we aimed at elucidating whether exposure to chronic stress affects expression of cardiac MRs, and influences cardiac structure and function, and whether blockade of MRs attenuates the stress-induced changes.
DOI: 10.6084/m9.figshare.30093904.v1
title: Cardiac response to chronic stress

description: In the present study we aimed at elucidating whether exposure to chronic stress affects expression of cardiac MRs, and influences cardiac structure and function, and whether blockade of MRs attenuates the stress-induced changes.
DOI: 10.23728/b2share.8a98dbfbe4264b549765d8b72fe2395f
title: FDOConnect-AP3-Dataset-V1-Set1

description: Reference data record for the dataset QFDO
DOI: 10.15468/dl.9umj44
title: Occurrence Download

description: A dataset containing 372 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is PER.4_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Nolana"
 ]
}

 The dataset includes 372 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048898-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ltp-t3b-ydp
title: Rhytisma itatiaiae Rehm

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/f7k-1np-zjy
title: Racovitziella endostromatica Döbbeler & Poelt

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/m7p-nwc-xcr
title: Pyrenopeziza baraliana Gminder

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/223-5t9-rfv
title: Pyrenopeziza austriaca Petr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rlq-5ee-77f
title: Rhynchostoma australiense Petr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.n7db2g
title: Occurrence Download

description: A dataset containing 35743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ranunculus acris",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35743 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048897-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45yv6a
title: Occurrence Download

description: A dataset containing 237 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Capercaillie national surveys"
 ]
}

 The dataset includes 237 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048900-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/139-mxf-5f5
title: Velutipila poeltii D. Hawksw.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.xdh6gp
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pristigaster whiteheadi)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 34 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048899-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/54z-p5p-t0h
title: Pyrenopeziza holmiorum Nograsek & Matzer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mf8-k6b-m6z
title: Schiffnerula bella Petr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h9v-xr0-m5g
title: Schiffnerula viticis Hansf.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bz2-mw8-1qh
title: Schiffnerula tovarensis Syd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fdh-kpw-7s7
title: Pyrenopeziza holmiorum Nograsek & Matzer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/l98-d52-jdb
title: Eremotheca philippinensis Syd. & P. Syd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/st0-4tn-xjx
title: Pyrenopeziza holmiorum Nograsek & Matzer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.4b4j5b
title: Occurrence Download

description: A dataset containing 55737 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "GadmGid is FRA.8_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Chiroptera",
 "Year 2015-2025"
 ]
}

 The dataset includes 55737 records from 495 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048861-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.