cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/1dq-hnk-6w2
title: Goodallia triangularis (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pmj-6vs-plz
title: Euspira nitida (Donovan, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7ec-gwr-6hc
title: Cepaea hortensis (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5eg-la0-74r
title: Kelliella miliaris (R. A. Philippi, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8sw-g8b-js1
title: Beringius behringii (Middendorff, 1848)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f6g-tw9-6jw
title: Urticicola umbrosus (C. Pfeiffer, 1828)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/skf-e3e-8ne
title: Acanthinula aculeata (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7ch-hh4-9mc
title: Odostomia improbabilis Oberling, 1970

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sa4-d8l-bsn
title: Lauria J. E. Gray, 1840

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hxt-eh7-dyd
title: Donax venustus Poli, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zjw-zj1-lk5
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nln-80q-hs1
title: Murex forskoehlii Röding, 1798

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

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "GadmGid is IND",
 "OccurrenceStatus is Present",
 "TaxonKey is Rauvolfia serpentina"
 ]
}

 The dataset includes 174 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006359-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/4qv-ry9-ssn
title: Jujubinus exasperatus (Pennant, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/82e-6bt-tzx
title: Rocellaria dubia (Pennant, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/41e-2cl-5r6
title: Montenegrina protruda E. Gittenberger, 2002

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vtn-b25-v98
title: Columbella adansoni Menke, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wqd-fvg-he1
title: Corbicula moltkiana Prime, 1878

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s75-44w-t5l
title: Monacha parumcincta (Menke, 1828)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vd6-l8m-9aj
title: Polystira Woodring, 1928

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/19z-jcs-pjg
title: Turbinella pyrum (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4ax-q53-334
title: Cirsotrema varicosum (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/87v-mdz-r3h
title: Tergipes tergipes (Forsskål, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8tp-c4m-7ah
title: Prunum marginatum (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bzx-c97-nkc
title: Turbonilla pumila G. Seguenza, 1876

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ccq-jc7-743
title: Lyromangelia taeniata (Deshayes, 1835)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nv5-4cv-50h
title: Otina ovata (T. Brown, 1827)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x1p-rn7-1f9
title: Chauvetia Monterosato, 1884

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/akv-7n8-cgz
title: Aegopinella nitens (Michaud, 1831)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n3f-lq8-mrq
title: Sorgenfreispira brachystoma (R. A. Philippi, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r3p-g0l-r1h
title: Hemilepton nitidum (W. Turton, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ceg-htt-rgz
title: Pyramidula pusilla (Vallot, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vwp-7xl-4xx
title: Mulinia lateralis (Say, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.29514788
title: Supplementary Results: “The Global Dominance of Climate in Biodiversity.”

description: These files are provided alongside the manuscript by He et al., “The Global Dominance of Climate in Biodiversity.” All underlying source data for the main and supplementary figures—including environmental and biodiversity metrics for global drainage (river) basins (see <i>SourceData.xlsx</i>: <b>BasinMultiTaxa</b>, <b>BasinFish</b>, <b>Mountains</b>, <b>Plains</b>, and Fig. 3b)—are supplied as source-data files. The source-data files, together with the Python scripts used for data analysis and processing—<b>Randomforest_analysis_global.txt</b>, <b>Randomforest_analysis_mountains.txt</b>, <b>Randomforest_ analysis_plains.txt</b>, and <b>readme.docx</b>—are included in the Supplementary Materials. Additional data supporting the findings are available in the Supplementary Information or from the corresponding author upon request.
DOI: 10.3535/h0c-4ry-bjz
title: Cantareus apertus (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v5p-5qz-lm3
title: Rissoa ventricosa Desmarest, 1814

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.29514788.v4
title: Supplementary Results: “The Global Dominance of Climate in Biodiversity.”

description: These files are provided alongside the manuscript by He et al., “The Global Dominance of Climate in Biodiversity.” All underlying source data for the main and supplementary figures—including environmental and biodiversity metrics for global drainage (river) basins (see <i>SourceData.xlsx</i>: <b>BasinMultiTaxa</b>, <b>BasinFish</b>, <b>Mountains</b>, <b>Plains</b>, and Fig. 3b)—are supplied as source-data files. The source-data files, together with the Python scripts used for data analysis and processing—<b>Randomforest_analysis_global.txt</b>, <b>Randomforest_analysis_mountains.txt</b>, <b>Randomforest_ analysis_plains.txt</b>, and <b>readme.docx</b>—are included in the Supplementary Materials. Additional data supporting the findings are available in the Supplementary Information or from the corresponding author upon request.
DOI: 10.3535/9xw-xvx-b7z
title: Trimusculus mammillaris (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s1p-3xm-fzg
title: Monacha cartusiana (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.29514788.v3
title: 补充结果：“气候在生物多样性中的全球主导地位”。

description: 这些文件与 He 等人的手稿一起提供，“气候在生物多样性中的全球主导地位”。主要数据和补充数据的所有基础源数据——包括全球排水（河流）流域的环境和生物多样性指标（见<i>SourceData.xlsx</i>:<b>流域多类群</b>、<b>盆地鱼</b>类、<b>山脉</b>、<b>平原</b>和图 3b）——均作为源数据文件提供。源数据文件以及用于数据分析和处理的 Python 脚本（<b>Randomforest_analysis_global.txt</b>、<b>Randomforest_analysis_mountains.txt</b>、<b>Randomforest_analysis_plains.txt</b>和 <b>readme.docx</b>）包含在补充材料中。支持研究结果的其他数据可在补充信息中获得，或应要求向通讯作者提供。
DOI: 10.34740/kaggle/dsv/12760801
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.3535/zk7-27g-b0q
title: Onoba aculeus (A. Gould, 1841)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q9n-56p-l8r
title: Pharus legumen (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sr9-np7-1lx
title: Doryteuthis surinamensis (G. L. Voss, 1974)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6l5-kph-syx
title: Rissoa guernei Dautzenberg, 1889

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9es-jj1-6ff
title: Aegopinella nitens (Michaud, 1831)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/47e-4g9-rje
title: Gastrocopta Wollaston, 1878

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gg8-wh8-3ql
title: Cornu aspersum (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2ym-709-dqk
title: Choanopomops H. B. Baker, 1928

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zb0-06l-dgy
title: Brachidontes pharaonis (P. Fischer, 1870)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yf0-xhh-cgm
title: Truncatellina cylindrica (A. Férussac, 1807)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2ss-t91-a9p
title: Parthenina emaciata (Brusina, 1866)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vgs-dhk-gk3
title: Skenea catenoides (Monterosato, 1877)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xpl-02e-7kn
title: Caecum auriculatum de Folin, 1868

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5vk-v0e-f1r
title: Mya truncata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/np6-dy3-b1h
title: Chilostoma Fitzinger, 1833

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6r6-r8r-095
title: Aequipecten opercularis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mzc-qba-nk5
title: Tricolia pullus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ehy-na8-z6w
title: Lepidopleurus cajetanus (Poli, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ja7-b2x-467
title: Gregariella petagnae (Scacchi, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aaa-aqt-w4h
title: Trivia monacha (da Costa, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/60r-j3b-mda
title: Theba pisana pisana (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s6b-7n4-afs
title: Abra alba (W. Wood, 1802)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9c5-5n5-gv8
title: Clathromangelia strigilata Pallary, 1904

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wtn-gpq-qp5
title: Caucasotachea vindobonensis (C. Pfeiffer, 1828)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9tt-30e-2jn
title: Urticicola glabellus (Draparnaud, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cr3-mnv-e1g
title: Pusillina inconspicua (Alder, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gcf-bhw-kda
title: Ena montana (Draparnaud, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pzz-gne-beb
title: Parthenina emaciata (Brusina, 1866)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c9c-9he-4t2
title: Helicigona lapicida lapicida (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rm5-c68-p5y
title: Cecilioides A. Férussac, 1814

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nwn-8gk-zt3
title: Parvamussium fenestratum (Forbes, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hv2-2td-8hh
title: Acanthinula aculeata (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yf2-k5z-fpp
title: Achatinella apexfulva vittata Reeve, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0xb-3tk-zam
title: Megastomia conoidea (Brocchi, 1814)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qmj-c9x-3ej
title: Parthenina emaciata (Brusina, 1866)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v4p-8y8-q42
title: Helix secernenda Rossmässler, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ac4-yz6-etz
title: Carychium minimum O. F. Müller, 1774

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wx5-eer-rfe
title: Cochlis vittata (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/692-vre-fqy
title: Aegopinella nitidula (Draparnaud, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vmg-0y4-dj7
title: Aequipecten commutatus (Monterosato, 1875)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/01l-1z5-4hb
title: Retusa mammillata (R. A. Philippi, 1836)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kdd-ppv-lh1
title: Epifungium ulu (Pilsbry, 1921)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/290-hwh-wzz
title: Epifungium hoeksemai (A. Gittenberger & Goud, 2000)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0kf-97k-361
title: Polinices lacteus (Guilding, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hwd-c42-2wd
title: Acanthinula aculeata (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9ya-hbg-8r2
title: Prunum marginatum (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tl7-29w-9k5
title: Acanthinula aculeata (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ayp-scq-b64
title: Mytilopsis leucophaeata (Conrad, 1831)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wgy-blp-6eq
title: Tricolia tenuis (Michaud, 1829)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tj5-s5z-fzg
title: Cerithiopsis tubercularis (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0fm-wry-cd1
title: Metafruticicola redtenbacheri (L. Pfeiffer, 1856)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nky-159-5df
title: Cerion uva (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ksn-bjl-9q0
title: Oxychilus alliarius (J. S. Miller, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mcj-9gd-3v6
title: Monacha cartusiana (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lf7-03p-rjc
title: Megalomphalus azoneus (Brusina, 1865)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ny9-tb7-fj4
title: Philine aperta (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s5y-ple-kmd
title: Onithochiton gotoi Van Belle, 1993

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sd3-nc7-wxc
title: Epitonium striatissimum (Monterosato, 1878)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4pv-8b3-3dr
title: Achatinella decipiens kaliuwaaensis Pilsbry & C. M. Cooke, 1913

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fvj-2b4-hzx
title: Gibberula miliaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k84-ppd-zv3
title: Caecum macrum van der Linden & Moolenbeek, 2000

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2p0-0qy-f87
title: †Danilia otaviana (Cantraine, 1835)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/psj-9kb-q2s
title: Setia amabilis (Locard, 1886)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dj7-hfd-txj
title: Rissoa guerinii Récluz, 1843

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y66-kbq-qev
title: Epifungium twilae (A. Gittenberger & Goud, 2000)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16842421
title: Vibrations signals of a ball bearing fault during different operating conditions

description: This labeled dataset is provided in CSV format and contains vibration analysis metrics(v-RMS, a-RMS, a-Peak, Temperature, Crest Factor) of a 6204 2RS ball bearing,obtained using an IFM VVB001 vibration sensor. Measurements were recorded everytwo minutes by the sensor device.The experimental setup consisted of a 0.75 kW, 1450 rpm Bonfiglioli BN80B4 FDmotor with an i=80 reduction gear, a coupler, and an axle on which the ball bearingwas mounted. Experiments were conducted under three operational states of thebearing, defined by different levels of applied grease. The V_RMS is expressed in m/sec and is the average result of the bearing speed for eachmeasurement, as described in the calculation above. It is a representative measure of themost common types of motor overload, as long-term increased loads can cause significantdamage to components and, to a greater extent, destroy them. The a_RMS is expressed in and is the average result of the acceleration of the bearing foreach measurement, as described in the calculation above. It is a representative measure ofcomponent wear, especially when they come into mechanical contact with each other, butalso of the lubrication condition, where there may be harmful traces of foreign substances orwater in the grease. The a-Peak is expressed in and is the maximum acceleration value of the bearing recordedby the sensor during the time interval of each measurement. It is representative of the forcesexerted on the components, and describes any sudden vibrations that may occur in the eventof a collision. The Crest Factor in this dataset describes the ratio of the peak acceleration value (a-Peak) tothe root mean square acceleration value (a-RMS). It is not expressed in any particular unit ofmeasurement. It is a representative indicator of the overall health condition of componentsand serves as a characteristic value in vibration signal analysis. Higher Crest Factor valuesindicate larger extreme acceleration values relative to the calculated average. This suggeststhat components which have sustained damage generate higher-frequency signals within ashorter time period compared to normal conditions. Temperature indicates the operating temperature of the bearings, expressed in degreesCelsius ( 0 C). It is a very important parameter for monitoring thermal stress on the component. Bearing states based on experimental data is:1. Ball bearing with recommended amount of industrial grease.2. Ball bearing un-greased3. Ball bearing over-greased4. Ball bearing with inner race fault5. Ball bearing with outer race fault6. Ball bearing with ball defect7. Ball bearing with abrasive particlesThe file (Machines_Data_1.csv) contains the training data fed into the ML model, selectedbased on specific filtering criteria and statistical results.