cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/bsf-f7z-x09
title: †Planulina burlingtonensis (Jennings, 1936)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hwt-x68-phs
title: Elaphe

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x43-xw2-dkq
title: †Rotalia trochidiformis (Lamarck, 1804)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pk8-n3c-fnp
title: †Pseudopolymorphina jonesi Cushman & Ozawa, 1930

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vv4-slj-dy5
title: Globorotalia Cushman, 1927

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zpx-8jd-d8y
title: Chordata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1d1-dr7-e69
title: Pseudopus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/357-3gl-v6t
title: Uvigerina peregrina Cushman, 1923

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.wwf4uf
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corydalis laxiflora"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015302-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/qgg-yag-rf7
title: †Pararotalia tuberculifera (Reuss, 1862)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x82-ant-qr1
title: †Archicythereis Howe, 1936

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hqd-bax-x1q
title: Rosalina globularis d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zv4-q3q-zke
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/42d-0lr-4tp
title: Lacerta

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mjn-fez-d3d
title: Rosalina globularis d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3nv-p6s-3ml
title: Pseudopus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/80k-qyq-cj3
title: Amphistegina lessonii d'Orbigny in Deshayes, 1830

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gqy-k67-70a
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j2z-rjl-yph
title: †Pseudosigmoilina antiqua (Franke, 1928)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1qs-sql-cf3
title: †Cibicidoides proprius (Brotzen, 1948)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sbk-4ye-ct3
title: Cytheridea (Cytheridea) Bosquet, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dp5-vzq-6ta
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eqg-le8-5jc
title: Cytherelloidea (Cytherelloidea) Alexander, 1929

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2n8-qvq-5ck
title: Quinqueloculina auberiana d'Orbigny, 1839

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wda-f43-ydl
title: †Cytheridea jonesiana Bosquet, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/enn-29n-dcc
title: †Subbotina Brotzen & Pożaryska, 1961

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fb5-tyv-vn8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4jz-se6-ba1
title: Lobatula lobatula (Walker & Jacob, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gem-74g-rrr
title: Spirophthalmidium acutimargo (Brady, 1884)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5cz-080-nb8
title: Pseudopus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tvs-1lk-bqr
title: Pyrgo comata (Brady, 1881)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xj2-z8h-jfl
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fva-vdz-v49
title: Operculina ammonoides (Gronovius, 1781)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jkb-z6p-s7p
title: †Bairdoppilata subdeltoidea (Muenster, 1830)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/58k-1aw-3g1
title: Quinqueloculina seminulum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p10-9r8-wsn
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/33h-fam-zce
title: Rosalina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rbp-fj3-426
title: Dentalina Risso, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1gk-lq6-dda
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w3g-1nj-sbk
title: Aves

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9hw-50n-wba
title: †Cibicidoides tenellus (Reuss, 1865)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/acy-gn0-rdf
title: †Pseudosigmoilina antiqua (Franke, 1928)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5mt-qm3-z0z
title: †Subbotina Brotzen & Pożaryska, 1961

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a9q-4h5-3a7
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xh4-r4c-7xv
title: Lacertidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ex0-rsh-p8e
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y3n-q8a-gm0
title: Cytherois fischeri (Sars, 1866)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1xw-at1-sz5
title: †Involutina Terquem, 1862

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/732-9ye-prl
title: Sphaerogypsina globulus (Reuss, 1848)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gew-mn4-82t
title: †Neoflabellina postreticulata Hofker, 1956

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hwb-tc5-g6b
title: Elphidium Montfort, 1808

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6tx-ac4-f7b
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1hb-85j-q2v
title: Elphidium subnodosum (Münster, 1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8ls-35y-p69
title: Mammalia Linnaeus, 1758

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

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gambusia affinis",
 "Country is Vanuatu",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015301-250811113504898/datasets/export for details.
DOI: 10.3535/kcv-0gk-7g7
title: Amphibia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q8s-x02-pvw
title: Amphibia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2ga-d16-3hb
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wal-f8n-eem
title: †Pulsiphonina prima (Plummer, 1927)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5gb-fpd-mge
title: †Stephanocyathus (Odontocyathus) radiatus (Gerth, 1923)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fdh-yve-5z8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z3k-1jr-npj
title: †Subbotina Brotzen & Pożaryska, 1961

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/29n-7sm-lyp
title: Cribrolinoides curta (Cushman, 1917)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1cr-130-ym2
title: Heterostegina depressa d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p37-396-0ma
title: Hyla Laurenti, 1768

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cgd-tm0-qr8
title: Aves

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m0a-02t-arf
title: Pseudopus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1yz-7yz-x9m
title: Pseudopus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jgy-x5z-xky
title: Cribroelphidium poeyanum (d'Orbigny, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qkc-j60-332
title: Lacertidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pav-z2v-1yp
title: †Cibicides sulzensis (Herrmann, 1917)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/psn-7dn-cc1
title: †Cibicides sulzensis (Herrmann, 1917)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ney-gm9-jft
title: Eucytherura (Eucytherura) Müller, 1894

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s52-a0b-l8v
title: †Balanophyllia oppenheimi Felix, 1913

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6dj-c0d-ft4
title: Apodemus sylvaticus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/78k-ew0-cmq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r3m-tfc-qbc
title: Cythereis (Cythereis) Jones, 1849

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r51-2ac-6zw
title: †Pulsiphonina Brotzen, 1948

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fyy-tfr-qrq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1t3-ghl-86b
title: Pyrgo depressa (d'Orbigny, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t51-v09-yl7
title: Saccammina sphaerica Brady, 1871

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kp1-jwb-y9k
title: †Elphidium laeve (d'Orbigny in Parker, Jones & Brady, 1865)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tnn-hse-ax0
title: Pseudopus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0gf-t5x-ayn
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p8s-3dq-j7k
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1c9-nmx-cfh
title: Vaginulina americana Cushman, 1923

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tfd-0b6-y4y
title: †Bolivinoides decorata (Jones, 1886)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7w0-xb1-dfs
title: Cytheridea (Cytheridea) Bosquet, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vrz-nhp-x3b
title: Lenticulina Lamarck, 1804

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bne-mre-vkc
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fl7-j8j-jdr
title: Pseudopus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kq5-616-0dx
title: Dryomys Thomas, 1906

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bhk-2gx-c9a
title: Pseudopus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rkd-z98-9vq
title: Cycloseris Milne Edwards & Haime, 1849

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15504240
title: Global and U.S. Box Office Performance Data Cleaned

description: This cleaned dataset is a focused subset of the original Global and U.S. Box Office Performance Data, developed for academic purposes through a custom scraping pipeline combining Selenium and BeautifulSoup.

The cleaned version exclusively includes records related to the “Brand” section from Box Office Mojo by IMDbPro. Specifically, it comprises:





Aggregated financial and commercial statistics for each brand (e.g., Marvel Comics, Pixar, Disney, Legendary Pictures).




Individual movie entries that were part of these brands, scraped separately by navigating into the specific brand pages and extracting detailed data per film.



The data selection was performed by filtering the original dataset using the category column to retain only entries labeled as Brand, and by incorporating additional movie-level data scraped directly from within each brand's dedicated page.

The dataset has been enriched with external, non-commercial IMDb data to supplement missing attributes and provide more context where necessary.

After the cleaning and filtering process, the resulting dataset includes:





919 rows: representing both brand-level summaries and associated movies.




20 columns: including brand name, movie title (if applicable), release date, total gross, opening weekend, distributor, number of theaters, and more.



Key cleaning steps documented in the accompanying report (box_office_mojo_cleaning.html) include:





Parsing and standardizing date formats and numeric fields (e.g., gross revenues, theater counts).




Renaming ambiguous column names for clarity and consistency.




Removing or imputing invalid, null, or duplicate records.




Adding derived features, such as is_limited_release or cleaned percentage values.




Standardizing categorical variables (e.g., genres) and fixing inconsistent capitalizations.




Ensuring uniformity in monetary units and number formatting (e.g., $ and commas removed).




Dropping unused or sparsely populated fields to streamline the dataset.



The cleaned dataset has 919 records (14,086) and retains 28 essential variables that enable time series analysis, market segmentation, and modeling of box office trends at multiple aggregation levels (daily, monthly, by brand, genre, etc.).

This dataset was used to explore which variables influence a movie’s total gross revenue. Additionally, it served to analyze whether there are significant differences in gross sales based on genre, runtime, or brand affiliation.

Important Note: This dataset was created exclusively for educational purposes and complies with ethical data collection practices: minimal server load, transparency in source attribution, and non-commercial use. It is distributed under the Creative Commons BY-NC-ND 4.0 license, with additional terms specified in the LICENSE file on the associated GitHub repository.
DOI: 10.5281/zenodo.15504241
title: Global and U.S. Box Office Performance Data Cleaned

description: This cleaned dataset is a focused subset of the original Global and U.S. Box Office Performance Data, developed for academic purposes through a custom scraping pipeline combining Selenium and BeautifulSoup.

The cleaned version exclusively includes records related to the “Brand” section from Box Office Mojo by IMDbPro. Specifically, it comprises:





Aggregated financial and commercial statistics for each brand (e.g., Marvel Comics, Pixar, Disney, Legendary Pictures).




Individual movie entries that were part of these brands, scraped separately by navigating into the specific brand pages and extracting detailed data per film.



The data selection was performed by filtering the original dataset using the category column to retain only entries labeled as Brand, and by incorporating additional movie-level data scraped directly from within each brand's dedicated page.

The dataset has been enriched with external, non-commercial IMDb data to supplement missing attributes and provide more context where necessary.

After the cleaning and filtering process, the resulting dataset includes:





919 rows: representing both brand-level summaries and associated movies.




20 columns: including brand name, movie title (if applicable), release date, total gross, opening weekend, distributor, number of theaters, and more.



Key cleaning steps documented in the accompanying report (box_office_mojo_cleaning.html) include:





Parsing and standardizing date formats and numeric fields (e.g., gross revenues, theater counts).




Renaming ambiguous column names for clarity and consistency.




Removing or imputing invalid, null, or duplicate records.




Adding derived features, such as is_limited_release or cleaned percentage values.




Standardizing categorical variables (e.g., genres) and fixing inconsistent capitalizations.




Ensuring uniformity in monetary units and number formatting (e.g., $ and commas removed).




Dropping unused or sparsely populated fields to streamline the dataset.



The cleaned dataset has 919 records (14,086) and retains 28 essential variables that enable time series analysis, market segmentation, and modeling of box office trends at multiple aggregation levels (daily, monthly, by brand, genre, etc.).

This dataset was used to explore which variables influence a movie’s total gross revenue. Additionally, it served to analyze whether there are significant differences in gross sales based on genre, runtime, or brand affiliation.

Important Note: This dataset was created exclusively for educational purposes and complies with ethical data collection practices: minimal server load, transparency in source attribution, and non-commercial use. It is distributed under the Creative Commons BY-NC-ND 4.0 license, with additional terms specified in the LICENSE file on the associated GitHub repository.
DOI: 10.5281/zenodo.15504386
title: Molybdenum isotope variability in pelagic deep-sea sediments and global cycling implications

description: Supplementary information present analytical methods, figures, and tables.

Paired bulk sediment and porewater geochemical profiles of four PDS cores from the northwestern Pacific.
DOI: 10.5281/zenodo.15504387
title: Molybdenum isotope variability in pelagic deep-sea sediments and global cycling implications

description: Supplementary information present analytical methods, figures, and tables.

Paired bulk sediment and porewater geochemical profiles of four PDS cores from the northwestern Pacific.
DOI: 10.15468/dl.dgr3k6
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sauropus androgynus (L.) Merr.",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016621-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11934001
title: Peer-to-Peer Boliviano (BOB) Exchange Data