cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7261876
title: Towards a Data-Driven Requirements Engineering Approach: Automatic Analysis of User Reviews

description: 6000 French user reviews from three applications on Google Play (Garmin Connect, Huawei Health, Samsung Health) are labelled manually. We selected four labels: rating, bug report, feature request and user experience.



Ratings are simple text which express the overall evaluation to that app, including praise, criticism, or dissuasion.

Bug reports show the problems that users have met while using the app, like loss of data, crash of app, connection error, etc.

Feature requests reflect the demande of users on new function, new content, new interface, etc.

In user experience, users describe their experience in relation to the functionality of the app, how does certain functions be helpful.


As we can observe from the following table, that shows examples of labelled user reviews, each review belongs to one or more categories.




App
Total
Rating
Bug report
Feature request
User experience




Garmin Connect
2000
1260
757
170
493


Huawei Health
2000
1068
819
384
289


Samsung Health
2000
1324
491
486
349




 

New Dataset

Based on this dataset, we developed a labeled dataset containing 6,000 English and 6,000 French reviews for classification, as well as 1,200 bilingual reviews for clustering. The new dataset has been made publicly available on Zenodo at the following link: https://zenodo.org/records/11066414
DOI: 10.5281/zenodo.7261877
title: Towards a Data-Driven Requirements Engineering Approach: Automatic Analysis of User Reviews

description: 6000 French user reviews from three applications on Google Play (Garmin Connect, Huawei Health, Samsung Health) are labelled manually. We selected four labels: rating, bug report, feature request and user experience.



Ratings are simple text which express the overall evaluation to that app, including praise, criticism, or dissuasion.

Bug reports show the problems that users have met while using the app, like loss of data, crash of app, connection error, etc.

Feature requests reflect the demande of users on new function, new content, new interface, etc.

In user experience, users describe their experience in relation to the functionality of the app, how does certain functions be helpful.


As we can observe from the following table, that shows examples of labelled user reviews, each review belongs to one or more categories.




App
Total
Rating
Bug report
Feature request
User experience




Garmin Connect
2000
1260
757
170
493


Huawei Health
2000
1068
819
384
289


Samsung Health
2000
1324
491
486
349




 

New Dataset

Based on this dataset, we developed a labeled dataset containing 6,000 English and 6,000 French reviews for classification, as well as 1,200 bilingual reviews for clustering. The new dataset has been made publicly available on Zenodo at the following link: https://zenodo.org/records/11066414
DOI: 10.15468/dl.vmqeay
title: Occurrence Download

description: A dataset containing 18768 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is PELD-ELPA Continuous monitoring of the micro and mesozooplankton of the Patos Lagoon estuary and adjacent coastal area"
 ]
}

 The dataset includes 18768 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019681-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ezrm5u
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GenusKey is Tapirus Brisson, 1762",
 "Country is Colombia",
 "HasCoordinate is true",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 27 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019682-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tq879b
title: Occurrence Download

description: A dataset containing 79097 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Canis latrans Say, 1823"
 ]
}

 The dataset includes 79097 records from 218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019683-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h2wmks
title: Occurrence Download

description: A dataset listing the 11958 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "PublishingOrg is 7ce8aef0-9e92-11dc-8738-b8a03c50a862"
 ]
}

 The dataset's 11958 records were derived from 2840 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019680-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xdubc7
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Loricalepis atlantica Amorim, Michelang. & R.Goldenb."
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0173944-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.apvr9t
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Argentina, Chile)",
 "TaxonKey is Lontra provocax (Thomas, 1908)",
 "Year 1980-2000"
 ]
}

 The dataset includes 65 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016383-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.toyreh
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-75.346 6.561,-75.043 6.561,-75.043 6.82,-75.346 6.82,-75.346 6.561))",
 "DatasetKey is A global database for the distributions of crop wild relatives",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014598-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n9gb9q
title: Occurrence Download

description: A dataset containing 48883 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mongolia",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 48883 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068041-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eq5thm
title: Occurrence Download

description: A dataset containing 1210 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-76.80895 0.15874,-76.5061 0.97259,-76.5061 1.91866,-78.5503 3.01543,-79.25062 1.50244,-76.80895 0.15874))",
 "HasGeospatialIssue is false",
 "TaxonKey is Chlorophyta"
 ]
}

 The dataset includes 1210 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065519-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/25xmvm
title: Conventions de partenariat sur les terrains militaires d'Occitanie-Données convention de gestion CEN MP - autorités du camp militaire (Camp du Larzac)

description: Jeu de données compilant les données issues de la convention passée entre le CEN MP et les autorités militaires du Camp du Larzac
DOI: 10.15468/dl.o1kwnl
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neoregelia tarapotoensis Rauh"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014601-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qgb2x8
title: Occurrence Download

description: A dataset containing 92276 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nepal",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 92276 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068043-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5tdzu4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptoglossus phyllopus (Linnaeus, 1767)",
 "TaxonKey is Leptoglossus clypealis Heidemann, 1910",
 "TaxonKey is Leptoglossus gonagra (Fabricius, 1775)",
 "TaxonKey is Leptoglossus occidentalis Heidemann, 1910",
 "TaxonKey is Leptoglossus zonatus (Dallas, 1852)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020050-231120084113126/datasets/export for details.
DOI: 10.15468/dl.e24o1d
title: Occurrence Download

description: A dataset containing 981 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Thailand",
 "Country is Viet Nam",
 "Country is Cambodia",
 "Country is Indonesia",
 "Country is Myanmar",
 "Country is China",
 "Country is Lao People’s Democratic Republic"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Pavo muticus Linnaeus, 1766",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 981 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014605-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t6e1bk
title: Occurrence Download

description: A dataset containing 108354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Oman",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 108354 records from 219 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068044-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5fsru4
title: Occurrence Download

description: A dataset containing 91957 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clamator jacobinus (Boddaert, 1783)"
 ]
}

 The dataset includes 91957 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024794-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.boni0i
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "StateProvince is mendoza",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 93 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014609-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3b2n78
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is NT",
 "TaxonKey is Andrias japonicus (Temminck, 1836)",
 "Year 2018-2023"
 ]
}

 The dataset includes 124 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032670-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ie3pmj
title: Occurrence Download

description: A dataset containing 1040 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudocedrela kotschyi (Schweinf.) Harms",
 "Geometry POLYGON((-15.996093 23.402764,-15.996093 4.740675,19.863281 4.740675,19.863281 23.402764,-15.996093 23.402764))"
 ]
}

 The dataset includes 1040 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068046-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3enbx
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Masdevallia rhinophora Luer & R.Escobar"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0173945-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bdz8z8
title: Occurrence Download

description: A dataset containing 37432 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Cameroon",
 {
 "or" : [
 "TaxonKey is Amphibia",
 "TaxonKey is Reptilia"
 ]
 }
 ]
}

 The dataset includes 37432 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079664-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tibniz
title: Occurrence Download

description: A dataset containing 141723 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Pakistan",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 141723 records from 224 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068047-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.885wv9
title: Occurrence Download

description: A dataset containing 372 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Pelecanus crispus Bruch, 1832"
 ]
}

 The dataset includes 372 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032560-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v5cipg
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Packera cardamine (Greene) W.A.Weber & Á.Löve",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014624-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftnqz4
title: Occurrence Download

description: A dataset containing 134985 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence, Machine Observation, Specimen, Material citation, Observation)",
 "TaxonKey is Zosterops japonicus Temminck & Schlegel, 1845",
 "Year 2000-2020"
 ]
}

 The dataset includes 134985 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018424-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xikvem
title: Occurrence Download

description: A dataset containing 14702 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Qatar",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14702 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068052-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lcwxiz
title: Occurrence Download

description: A dataset containing 8241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Great Backyard Bird Count",
 "HasCoordinate is true",
 "TaxonKey is Bubo virginianus (J.F.Gmelin, 1788)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8241 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014626-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c31l70
title: Occurrence Download

description: A dataset containing 63653 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 63653 records from 167 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068053-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2rukps
title: Occurrence Download

description: A dataset containing 4733330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Occurrence evidence, Material citation, Specimen)",
 "TaxonKey is Zonotrichia albicollis (J.F.Gmelin, 1789)",
 "Year 2000-2020"
 ]
}

 The dataset includes 4733330 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018422-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c42gdm
title: Occurrence Download

description: A dataset containing 14936 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Colombia",
 "Country is Ecuador"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Phaethornis yaruqui (Bourcier, 1851)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14936 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014628-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iuwliw
title: Occurrence Download

description: A dataset containing 236 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Encyclia patens Hook."
 ]
}

 The dataset includes 236 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068056-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5kpdu6
title: Occurrence Download

description: A dataset containing 3719377 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "Geometry POLYGON((-86.11064 10.50668,-85.54077 9.58612,-82.80272 7.92545,-82.46331 9.29926,-82.60877 9.80029,-83.53003 10.96399,-84.70989 11.12562,-85.67964 11.27108,-85.92208 11.02864,-86.11064 10.50668))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "InstitutionCode is inbio",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3719377 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020054-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zz8r4g
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Silene thurberi S.Watson",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014630-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvuxv9
title: Occurrence Download

description: A dataset containing 60570 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Singapore",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 60570 records from 141 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068059-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3fjwtz
title: Occurrence Download

description: A dataset containing 43598 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mammals housed at MHNG, Geneva"
 ]
}

 The dataset includes 43598 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020990-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qzxte9
title: Occurrence Download

description: A dataset containing 370 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cornufer schmidti (Brown & Tyler, 1968)"
 ]
}

 The dataset includes 370 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0307847-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f8bp5m
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tradescantia mirandae Matuda"
 ]
}

 The dataset includes 7 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017838-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.