cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34816/ifao.archives.219700
title: FONDS SERGE SAUNERON_nb_1965_02398

description: Référence : nb_1965_02398<br />Site : Esna<br />Secteur : Mur intérieur nord (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.15468/dl.qgjtd2
title: Occurrence Download

description: A dataset containing 1501 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prunus L.",
 "HasCoordinate is true",
 "Geometry POLYGON((-79.7643571260786 40.5031810404783,-71.8684425108571 40.5031810404783,-71.8684425108571 45.0063836364397,-79.7643571260786 45.0063836364397,-79.7643571260786 40.5031810404783))",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "PublishingOrg" : [
 "is 28eb1a3f-1c15-4a95-931a-4af90ecb574d"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 },
 "Year is greater than or equal to 2020",
 "Year is less than or equal to 2022"
 ]
}

 The dataset includes 1501 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0184143-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.219701
title: FONDS SERGE SAUNERON_nb_1965_02399

description: Référence : nb_1965_02399<br />Site : Esna<br />Secteur : Mur intérieur nord (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.25549/pcra-c14-33386
title: Alex Clelland, Percy Corry, India, 1911-1915

description: [description english/roman)] Photos; AOG missionary application forms and references; correspondence.
DOI: 10.34816/ifao.archives.219702
title: FONDS SERGE SAUNERON_nb_1965_02400

description: Référence : nb_1965_02400<br />Site : Esna<br />Secteur : Mur intérieur nord (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.15468/dl.e2u5jm
title: Occurrence Download

description: A dataset listing the 988 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Turks and Caicos Islands",
 "HasCoordinate is true",
 "Year is greater than or equal to 1996",
 "Year is less than 2021",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 988 records were derived from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141569-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10995050
title: The relationship between contextual factors and code smells: contextual factors, code smell tables and the investigated object software

description: This dataset has research data regarding the impact of contextual factors on the incidence of code smells and is organized as follows:


  - In the 'datasetcodesmellsandcontextualfactors' folder there is the collected data referring to the contextual factors and code smells of the 419 systems used as a sample in the research


  - In the 'datasetonlycontextualfactors' folder there is data on the contextual factors of more than 450,000 software hosted on Github


  - In the 'softwares' folder, the 419 software that were used in the study are available, to enable further studies on this dataset



In each folder there is a guide explaining the available fields and the structure of the folder
DOI: 10.15468/dl.9qnaxs
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calyptophractus retusus (Burmeister, 1863))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066697-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.219703
title: FONDS SERGE SAUNERON_nb_1965_02401

description: Référence : nb_1965_02401<br />Site : Esna<br />Secteur : Mur intérieur nord (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.219704
title: FONDS SERGE SAUNERON_nb_1965_02402

description: Référence : nb_1965_02402<br />Site : Esna<br />Secteur : Mur intérieur nord (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.25549/pcra-c14-36892
title: Lam Jeevaratnum, India, 1941-1960

description: [description english/roman)] Photos & correspondence from Eastern Full Gospel Mission; newspaper cuttings; Before Kingslife story of Lam Jeevaratnum.
DOI: 10.15468/dl.u38ury
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brachystachyum Keng"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068903-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.219705
title: FONDS SERGE SAUNERON_nb_1965_02403

description: Référence : nb_1965_02403<br />Site : Esna<br />Secteur : Mur intérieur nord (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.15468/dl.uwcfdj
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Limnonectes bannaensis Ye, Fei, Xie & Jiang, 2007"
 ]
}

 The dataset includes 29 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106066-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jbu5gf
title: Occurrence Download

description: A dataset listing the 5531 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Slovenia",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset's 5531 records were derived from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066655-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-38424
title: Percy Corry, India, 1913-1915

description: [description english/roman)] correspondence; [95 pages]
DOI: 10.34816/ifao.archives.219706
title: FONDS SERGE SAUNERON_nb_1965_02404

description: Référence : nb_1965_02404<br />Site : Esna<br />Secteur : Mur intérieur nord (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.219707
title: FONDS SERGE SAUNERON_nb_1965_02405

description: Référence : nb_1965_02405<br />Site : Esna<br />Secteur : Mur intérieur nord (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.15468/dl.73rcyf
title: Occurrence Download

description: A dataset containing 4940 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Riccardia incurvata Lindb., Riccardia multifida (L.) Gray)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 4940 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0251625-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-38400
title: Percy Corry, India, 1913-1915

description: [description english/roman)] correspondence; [95 pages]
DOI: 10.25549/pcra-c14-36596
title: John Jameson and Elsie Jameson, Brazil, 1924-1925

description: [description english/roman)] Photos; correspondence; Amazonia conference report; S.America missionary equipment guide list and budget; map of mission work.
DOI: 10.5281/zenodo.10998160
title: Raw datasets for mechnaical results and code generation for modelling the strength characteristics of TBC incorporating VPA and CP
DOI: 10.5281/zenodo.10998161
title: Raw datasets for mechnaical results and code generation for modelling the strength characteristics of TBC incorporating VPA and CP
DOI: 10.15468/dl.wxczht
title: Occurrence Download

description: A dataset containing 5336 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bassariscus astutus (Lichtenstein, 1830)"
 ]
}

 The dataset includes 5336 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017964-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-39612
title: Redemption tidings ambassador, vol. 4, nos. 1-40, 8 Jan. - 24 Dec. 1931

description: [description english/roman)] Issued weekly except for the week that Redemption tidings is published. Nos. 3 and 25 lack "Redemption tidings ambassador" masthead and in its place is "Bethshan (Pentecostal) Tabernacle".
DOI: 10.15468/dl.due3gs
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nassauvia digitata Wedd."
 ]
}

 The dataset includes 51 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066702-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-39590
title: Redemption tidings ambassador, vol. 4, nos. 1-40, 8 Jan. - 24 Dec. 1931

description: [description english/roman)] Issued weekly except for the week that Redemption tidings is published. Nos. 3 and 25 lack "Redemption tidings ambassador" masthead and in its place is "Bethshan (Pentecostal) Tabernacle".
DOI: 10.15468/dl.t8n8mt
title: Occurrence Download

description: A dataset containing 429 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Aedes japonicus (Theobald, 1901)"
 ]
}

 The dataset includes 429 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0361546-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.219708
title: FONDS SERGE SAUNERON_nb_1965_02406

description: Référence : nb_1965_02406<br />Site : Esna<br />Secteur : Mur intérieur nord (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.25549/pcra-c14-39500
title: Redemption tidings ambassador, vol. 4, nos. 1-40, 8 Jan. - 24 Dec. 1931

description: [description english/roman)] Issued weekly except for the week that Redemption tidings is published. Nos. 3 and 25 lack "Redemption tidings ambassador" masthead and in its place is "Bethshan (Pentecostal) Tabernacle".
DOI: 10.15468/dl.dhsdsc
title: Occurrence Download

description: A dataset containing 1765 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atriplex spongiosa F.Muell."
 ]
}

 The dataset includes 1765 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203018-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.219709
title: FONDS SERGE SAUNERON_nb_1965_02407

description: Référence : nb_1965_02407<br />Site : Esna<br />Secteur : Mur intérieur nord (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.25549/pcra-c14-39551
title: Redemption tidings ambassador, vol. 4, nos. 1-40, 8 Jan. - 24 Dec. 1931

description: [description english/roman)] Issued weekly except for the week that Redemption tidings is published. Nos. 3 and 25 lack "Redemption tidings ambassador" masthead and in its place is "Bethshan (Pentecostal) Tabernacle".
DOI: 10.15468/dl.spqzxw
title: Occurrence Download

description: A dataset containing 507 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atriplex subcordata Kitag."
 ]
}

 The dataset includes 507 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203019-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.219710
title: FONDS SERGE SAUNERON_nb_1965_02408

description: Référence : nb_1965_02408<br />Site : Esna<br />Secteur : Mur intérieur nord (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.15468/dl.8zh58u
title: Occurrence Download

description: A dataset containing 1208 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Geometry POLYGON((-169.10156 70.14036,-168.39844 67.06743,-169.10156 59.17593,-173.32031 54.16243,-123.39844 17.97873,-77.69531 -28.92163,-87.77481 -60.35224,-36.68894 -56.97397,-37.61778 -39.24118,-30.1871 -17.37524,-37.61778 18.25951,-49.69262 45.41349,-36.91406 51.61802,-33.05072 65.16474,-9.87229 71.19014,-2.46094 83.59903,-66.44531 84.40594,-127.61719 81.09321,-149.41406 75.84517,-169.10156 70.14036))",
 "HasGeospatialIssue is false",
 "TaxonKey is Perrottetia Kunth",
 "Year 1980-2021"
 ]
}

 The dataset includes 1208 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0193364-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-39024
title: Flames of fire, [vol. 1], nos. 1-22, Oct. 1911 - Dec. 1914

description: [description english/roman)] All 22 issues subtitled "with which is incorporated tidings from Tibet and other lands".
DOI: 10.34816/ifao.archives.219711
title: FONDS SERGE SAUNERON_nb_1965_02409

description: Référence : nb_1965_02409<br />Site : Esna<br />Secteur : Mur intérieur nord (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.15468/dl.qvjhdn
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Raorchestes annandalii (Boulenger, 1906))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066726-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.219712
title: FONDS SERGE SAUNERON_nb_1965_02410

description: Référence : nb_1965_02410<br />Site : Esna<br />Secteur : Mur intérieur nord (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.219713
title: FONDS SERGE SAUNERON_nb_1965_02411

description: Référence : nb_1965_02411<br />Site : Esna<br />Secteur : Mur intérieur nord (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.15468/dl.3fat35
title: Occurrence Download

description: A dataset containing 2946 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Japan, China, India, Korea, Republic of, Russian Federation)",
 "OccurrenceStatus is Present",
 "TaxonKey is Hemerocallis fulva (L.) L."
 ]
}

 The dataset includes 2946 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068114-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-36647
title: John Jameson, Brazil, 1919-1928

description: [description english/roman)] Sailed from Liverpool 1921-08-24; resigned from PMU/AOG 1928-07-21; photo; application forms; correspondence.
DOI: 10.15468/dl.qwvm2h
title: Occurrence Download

description: A dataset containing 4128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "GadmGid is CHN.6_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1997-2003"
 ]
}

 The dataset includes 4128 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203017-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.219714
title: FONDS SERGE SAUNERON_nb_1965_02412

description: Référence : nb_1965_02412<br />Site : Esna<br />Secteur : Mur intérieur nord (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.15468/dl.ba9x6b
title: Occurrence Download

description: A dataset containing 4128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "GadmGid is CHN.6_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1997-2003"
 ]
}

 The dataset includes 4128 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203020-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.219715
title: FONDS SERGE SAUNERON_nb_1965_02413

description: Référence : nb_1965_02413<br />Site : Esna<br />Secteur : Mur intérieur nord (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.25549/pcra-c14-33389
title: Alex Clelland, Percy Corry, India, 1911-1915

description: [description english/roman)] Photos; AOG missionary application forms and references; correspondence.
DOI: 10.15468/dl.232y6b
title: Occurrence Download

description: A dataset containing 32947 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((13.64662 49.84624,14.22706 49.84624,14.22706 50.16374,13.64662 50.16374,13.64662 49.84624))"
 ]
}

 The dataset includes 32947 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203022-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g207dc
title: Occurrence Download

description: A dataset containing 12458 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Laminaria hyperborea (Gunnerus) Foslie"
 ]
}

 The dataset includes 12458 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013961-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.743c6e
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polybrachia lepida",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046334-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c50k26r0g
title: MassIVE MSV000100182 - Ischemic cardiac organoid proteome map
title: In this study, we demonstrate the use of human cardiac organoids (comprised of cardiomyocyte, fibroblast, and endothelial origin) to model IR injury through a model of hypoxia and reoxygenation and therapeutic nanovesicle remodelling. Engineered nanovesicles (NVs), generated directly from human stem cells (SC), have been shown to influence cardiac tissue repair, and provide a platform for the reproducible, rapid, and scalable cell free-mediated therapy. Functionally, we demonstrate that administration of NVs (from different human induced pluripotent stem cell (iPSC) origin) during reoxygenation significantly increase cardiomyocyte survival and preserve contractility function (contractile duration, relaxation time, relaxation:contraction velocity). A mass-spectrometry-based proteomics approach was applied to decipher protein dynamics and molecular mechanisms of IR injury in human cardiac organoids following NV treatments
DOI: 10.5281/zenodo.17891724
title: The Trade Effects of South Korea's Official Development Assistance: A Disaggregated Panel Data Analysis
DOI: 10.5281/zenodo.17891725
title: The Trade Effects of South Korea's Official Development Assistance: A Disaggregated Panel Data Analysis
DOI: 10.15468/dl.5csvc7
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polybrachia romanovi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046335-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17891382
title: AI4I2020 Metadata & Documentation

description: The AI4I 2020 Predictive Maintenance Dataset (located in `Artifacts & Workflow/data/`) consists of 10,000 observations of a simulated milling machine.


- Structure: Tabular data with 14 features.

- Size: 10,000 rows.

- Key Features:

- Process Variables: Air temperature [K], Process temperature [K], Rotational speed [rpm], Torque [Nm], Tool wear [min].

- Product Information: Type (Low/Medium/High quality variants).

- Target Variable: `Machine failure` (Binary: 0 or 1).

- Failure Modes: Five specific failure types (TWF, HDF, PWF, OSF, RNF) tracked as binary flags.
DOI: 10.5281/zenodo.17891383
title: AI4I2020 Metadata & Documentation

description: The AI4I 2020 Predictive Maintenance Dataset (located in `Artifacts & Workflow/data/`) consists of 10,000 observations of a simulated milling machine.


- Structure: Tabular data with 14 features.

- Size: 10,000 rows.

- Key Features:

- Process Variables: Air temperature [K], Process temperature [K], Rotational speed [rpm], Torque [Nm], Tool wear [min].

- Product Information: Type (Low/Medium/High quality variants).

- Target Variable: `Machine failure` (Binary: 0 or 1).

- Failure Modes: Five specific failure types (TWF, HDF, PWF, OSF, RNF) tracked as binary flags.