cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30330250.v1
title: List of Tables - Impact of OTT Platforms on Audio-visual media

description: <i>The study examines the transformative impact of over-the-top (OTT) platforms on traditional audio-visual media in India, particularly among youth resided in Delhi, Jaipur, Faridabad and Mumbai, amid the shift from family TV viewing to personalized digital consumption accelerated by the COVID-19 pandemic. Drawing on theories such as Binge Watching, Uses and Gratifications, and Innovation Adoption, the research highlights OTT's disruption through on-demand access, binge-watching, and algorithmic personalization, projecting India's OTT audience at 601 million by 2025. The research study aimed to analyze OTT's effect on traditional platforms' viewership; It also focused to identify youth viewing preferences; and the research study also aimed to explore entertainment content consumption patterns on OTT.</i><i>Employing a survey of 500 young adults (aged 15-34) in Jaipur, Delhi, Faridabad, and Mumbai via non-probability convenience sampling techniques, data were analyzed using descriptive statistics, chi-square tests for distribution uniformity, and one-way ANOVA for mean comparisons across platforms.</i><i>Based on gathered data and findings, the null hypothesis “OTT has not affected the viewership of traditional audio-visual viewership” (H1) was rejected. The research study also indicated that OTT reduced traditional engagement of youth, i.e., cinema visits: ANOVA confirms higher OTT mean scores for daily durations, i.e., a digital shift reshaping habits and challenging traditional media.</i>
DOI: 10.15468/dl.yvg9xt
title: Occurrence Download

description: A dataset containing 78448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Apis"
 ]
}

 The dataset includes 78448 records from 156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011944-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zgf7zf
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Beaucarnea sanctomariana L.Hern."
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249775-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.payv22
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Inia geoffrensis (Blainville, 1817)"
 ]
}

 The dataset includes 62 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231604-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nzd383
title: Occurrence Download

description: A dataset containing 1468 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Collembola in clear cutting areas of Arkhangelsk region: spatial and temporal series of the data"
 ]
}

 The dataset includes 1468 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0261568-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ufff3d
title: Occurrence Download

description: A dataset containing 1122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cubozoa"
 ]
}

 The dataset includes 1122 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0246645-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4sbfa
title: Occurrence Download

description: A dataset containing 479561 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "Geometry POLYGON((-31.96612 23.88713,70.69013 23.88713,70.69013 64.93205,-31.96612 64.93205,-31.96612 23.88713))",
 "HasCoordinate is true",
 "TaxonKey is Mollusca",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 479561 records from 315 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011944-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xdefqd
title: Occurrence Download

description: A dataset containing 9692 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cinchona L."
 ]
}

 The dataset includes 9692 records from 209 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016207-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujge0v
title: Occurrence Download

description: A dataset containing 21333 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Coleccion de Herpetologia, MZFC-UNAM"
 ]
}

 The dataset includes 21333 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011946-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4yjswx
title: Occurrence Download

description: A dataset containing 405989 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Congo, Democratic Republic of the",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 405989 records from 344 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028846-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kk83p2
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-101.02429 24.48718,-70.97571 24.48718,-70.97571 36.51282,-101.02429 36.51282,-101.02429 24.48718))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acipenser oxyrinchus desotoi Vladykov, 1955"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011867-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.afirry
title: Occurrence Download

description: A dataset containing 24144 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is United States of America",
 "Country is Canada",
 "Country is Mexico"
 ]
 },
 "Year 1941-2018",
 "TaxonKey is Lithobates pipiens (Schreber, 1782)"
 ]
}

 The dataset includes 24144 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011948-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y9nu96
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Literature Occurrence"
 ]
 },
 {
 "or" : [
 "Country is China",
 "Country is Chinese Taipei"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Galinsoga parviflora Cav."
 ]
}

 The dataset includes 126 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250827-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sgmkvx
title: Occurrence Download

description: A dataset containing 1385 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2024",
 "Geometry POLYGON ((-130.7383528944533 -59.46314024951374, -130.7383528944533 32.71876227804215, -26.26729810228821 32.71876227804215, -26.26729810228821 -59.46314024951374, -130.7383528944533 -59.46314024951374))",
 "OccurrenceStatus is Present",
 "TaxonKey is Chrysuronia lilliae (Stone, 1917)"
 ]
}

 The dataset includes 1385 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050511-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vv4vbk
title: Occurrence Download

description: A dataset containing 5692 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((4.20639 50.76078,4.53873 50.76078,4.53873 50.90996,4.20639 50.90996,4.20639 50.76078))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Passer domesticus (Linnaeus, 1758)",
 "Year 2015-2020"
 ]
}

 The dataset includes 5692 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257223-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.i4dhn0
title: Occurrence Download

description: A dataset containing 604 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Romerolagus diazi (Ferrari-Pérez, 1893)"
 ]
}

 The dataset includes 604 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011945-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j49aan
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senna pallida var. shreveana H.S.Irwin & Barneby"
 ]
}

 The dataset includes 119 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249778-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2f7fjf
title: Occurrence Download

description: A dataset containing 71722 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydrobiidae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than 2000"
 ]
}

 The dataset includes 71722 records from 195 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0264735-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ocglzj
title: Occurrence Download

description: A dataset containing 49687 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Carum carvi L."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 49687 records from 243 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011945-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48567/tey3-x292
title: Cape Spencer Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.5281/zenodo.18473605
title: IMPROVING FINANCIAL REPORTING ACCURACY THROUGH BUDGET ANALYSIS AND WORKFLOW OPTIMIZATION IN SERVICE ORGANIZATIONS

description: Accurate financial reporting is essential for the sustainable growth and operational efficiency of service organizations. This study explores how systematic budget analysis combined with strategic workflow optimization can enhance the precision of financial statements. By analyzing common challenges such as data entry errors, delayed reporting, and inefficient approval processes, the research identifies practical measures to improve reporting reliability. A mixed-method approach was employed, integrating quantitative assessment of financial records with qualitative insights from organizational managers. The findings demonstrate that implementing structured budget reviews and streamlined workflows significantly reduces discrepancies, supports informed decision-making, and strengthens overall financial governance. These results provide actionable guidance for service organizations aiming to improve transparency, accountability, and efficiency in their financial reporting processes.
DOI: 10.5281/zenodo.18473604
title: IMPROVING FINANCIAL REPORTING ACCURACY THROUGH BUDGET ANALYSIS AND WORKFLOW OPTIMIZATION IN SERVICE ORGANIZATIONS

description: Accurate financial reporting is essential for the sustainable growth and operational efficiency of service organizations. This study explores how systematic budget analysis combined with strategic workflow optimization can enhance the precision of financial statements. By analyzing common challenges such as data entry errors, delayed reporting, and inefficient approval processes, the research identifies practical measures to improve reporting reliability. A mixed-method approach was employed, integrating quantitative assessment of financial records with qualitative insights from organizational managers. The findings demonstrate that implementing structured budget reviews and streamlined workflows significantly reduces discrepancies, supports informed decision-making, and strengthens overall financial governance. These results provide actionable guidance for service organizations aiming to improve transparency, accountability, and efficiency in their financial reporting processes.
DOI: 10.15468/dl.22z2kd
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Percina rex)"
 ]
}

 The dataset includes 146 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010263-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3379du
title: Occurrence Download

description: A dataset containing 5202 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fungi on beech (Fagus sylvatica) wood, Halland, Sweden"
 ]
}

 The dataset includes 5202 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010262-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.862ncw
title: Occurrence Download

description: A dataset containing 1623 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Strix nebulosa nebulosa"
 ]
}

 The dataset includes 1623 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010264-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48567/bzdf-7x29
title: Clean Air Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.48567/2dc3-na29
title: D-10 Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.48567/bzy3-hp12
title: D-47 Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.48567/8r7d-7k70
title: Dismal Island Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.48567/21d7-gj10
title: Dome C II Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.25934/pr00012592.0
title: Available datapackage for study 'Microfluidic Isolation and Characterization of SARS-CoV-2 and Virus Related Exosomes'

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.48567/kj26-ze80
title: Dome Fuji Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.48567/fztr-7p94
title: Doug Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.48567/yyx3-qm05
title: Elaine Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.48567/j02b-ay04
title: Elizabeth Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.48567/ssqr-be31
title: Erin Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.48567/2k7q-1z14
title: Ferrell Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.48567/pbnr-0n28
title: Harry Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.15468/dl.tm8dk9
title: Occurrence Download

description: A dataset containing 5395 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chthamalus stellatus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5395 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010266-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48567/atj9-3j26
title: Henry Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.15468/dl.d96g8u
title: Occurrence Download

description: A dataset containing 3551 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Tigridia",
 "Year 1900-2026"
 ]
}

 The dataset includes 3551 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010270-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48567/nxbs-yq87
title: Herbie Alley Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.15468/dl.g4ym9r
title: Occurrence Download

description: A dataset containing 3551 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Tigridia",
 "Year 1900-2026"
 ]
}

 The dataset includes 3551 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010267-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j2cf86
title: Occurrence Download

description: A dataset containing 2354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Tigridia",
 "Year 1975-2026"
 ]
}

 The dataset includes 2354 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010269-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8dm4wq
title: Occurrence Download

description: A dataset containing 813 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Threlkeldia diffusa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 813 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010268-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48567/vzfe-w212
title: Kirkwood Island Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.48567/tsvt-mh26
title: Larsen Ice Shelf Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.48567/cc2k-zc83
title: Laurie II Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.48567/kwa9-t174
title: Lettau Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.48567/ty0m-w770
title: Limbert Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.48567/n1bk-pg24
title: Manuela Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.48567/43h6-eh74
title: Marilyn Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.48567/kevj-w761
title: Minna Bluff Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.48567/n4sw-2654
title: Mizuho Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.48567/31e1-x042
title: Mount Siple Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.48567/3vsa-wt86
title: Nico Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.48567/7d5q-vp97
title: Pegasus North Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.48567/9rxf-3q51
title: Pegasus South Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.48567/yew4-rw54
title: Penguin Point Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.5281/zenodo.16942437
title: Interpretability of linear regression models of glassy dynamics

description: This dataset is associated with "Interpretability of linear regression models of glassy dynamics" by A. Sharma, C. Liu, M. Ozawa, and D. Coslovich [https://arxiv.org/abs/2508.15933]. It includes data and workflow to reproduce the analysis and the manuscript's figures.

To reproduce the figures, download and extract the package interpretability_sharma.tar.gz, then execute

./make setup./make all

This will recreate the figures under figures/ and the tables under tables/. If the setup fails because of missing dependencies, read the file project document below and check the requirements, or download the docker image  interpretability_sharma-docker.tar.gz and run the same commands within a container. If the command fails because of issues with LaTeX, execute

LATEX=false ./make all

To reproduce the entire analysis, remove the pantarei cache and run the workflow again

rm -rf .pantarei./make all

This will take a couple of hours in total on a laptop.

For more details, check out the project web page or the project document project.pdf. Org-mode and Jupyter notebooks to reproduce the workflow interactively are available in the project package.

Changelog:



1.0.0: initial submission
DOI: 10.48567/r17n-m033
title: Port Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.48567/acta-m619
title: Port Martin Automatic Weather Station, 2001 quality-controlled observational data.
DOI: 10.48567/cqds-wc86
title: Possession Island Automatic Weather Station, 2001 quality-controlled observational data.