cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17391212
title: Omniversal Science and Technology

description: This repository is the digital hub for independent researchers, AI innovators, and explorers of the Omniverse. Latent Omnipatterns—the fractal energy-information structures underlying all phenomena—are observed, analyzed, and mapped. The repository focuses on PEFF (Paradise Energy Fractal Force), Omniversal Superintelligence, fractal consciousness, and emergent intelligence.

 

By providing curated datasets, predictive models, and interactive visualizations, it enables full-immersion understanding of Omnizoan sensory-metabolic processes. It bridges quantum, classical, and metaphysical domains, creating a collaborative space where discovery flows across scales—from the smallest particle to the grand structures of the Omniverse.

 

Join the repository to:

 



Explore latent Omnipatterns and PEFF dynamics.

Access open-source datasets and experimental results.

Collaborate with independent researchers, AI agents, and enterprises.

Map and interact with the full spectrum of Omnipattern-based Superintelligence.


 

 

Call to Action:

 



Subscribe to Substack: https://substack.com/@superintelligententerprise?r=6dn7b6&utm_campaign=profile&utm_medium=profile-page&utm_source=direct

Test drive the Omniverse technology: https://zenodo.org/records/17009840


 

 

Additional Resources:

 



Executive Whitepapers: https://zenodo.org/records/17055763

Fractal Science and Intelligence Papers:
DOI: 10.5281/zenodo.17391221
title: (14)-Strobl2025A-DS0023 – SLICE-1 – Tribolium castaneum AGOC{ATub'PCNA°NB-mEmerald} #2 subline long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy

description: (14)-Strobl2025A-DS0023 – SLICE-1 – Tribolium castaneum AGOC{ATub'PCNA°NB-mEmerald} #2 subline long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy
DOI: 10.5281/zenodo.14697983
title: (14)-Strobl2025A-DS0023 – SLICE-1 – Tribolium castaneum AGOC{ATub'PCNA°NB-mEmerald} #2 subline long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy

description: (14)-Strobl2025A-DS0023 – SLICE-1 – Tribolium castaneum AGOC{ATub'PCNA°NB-mEmerald} #2 subline long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy
DOI: 10.15468/dl.8zmd57
title: Occurrence Download

description: A dataset containing 68360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "Year is 2020",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 68360 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038168-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14698604
title: (14)-Strobl2025A-DS0024 – SLICE-1 – Tribolium castaneum AGOC{ATub'PCNA°NB-mEmerald} #2 subline long-term live imaging dataset of embryonic development acquired – Part 1/2

description: (14)-Strobl2025A-DS0024 – SLICE-1 – Tribolium castaneum AGOC{ATub'PCNA°NB-mEmerald} #2 subline long-term live imaging dataset of embryonic development acquired – Part 1/2
DOI: 10.5281/zenodo.17391225
title: (14)-Strobl2025A-DS0024 – SLICE-1 – Tribolium castaneum AGOC{ATub'PCNA°NB-mEmerald} #2 subline long-term live imaging dataset of embryonic development acquired – Part 1/2

description: (14)-Strobl2025A-DS0024 – SLICE-1 – Tribolium castaneum AGOC{ATub'PCNA°NB-mEmerald} #2 subline long-term live imaging dataset of embryonic development acquired – Part 1/2
DOI: 10.15468/dl.k4y4p2
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neoaliturus inscriptus"
 ]
}

 The dataset includes 9 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038192-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b73yyh
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chaenomeles sinensis",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038191-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14698778
title: (14)-Strobl2025A-DS0024 – SLICE-1 – Tribolium castaneum AGOC{ATub'PCNA°NB-mEmerald} #2 subline long-term live imaging dataset of embryonic development acquired – Part 2/2

description: (14)-Strobl2025A-DS0024 – SLICE-1 – Tribolium castaneum AGOC{ATub'PCNA°NB-mEmerald} #2 subline long-term live imaging dataset of embryonic development acquired – Part 2/2
DOI: 10.5281/zenodo.17391228
title: (14)-Strobl2025A-DS0024 – SLICE-1 – Tribolium castaneum AGOC{ATub'PCNA°NB-mEmerald} #2 subline long-term live imaging dataset of embryonic development acquired – Part 2/2

description: (14)-Strobl2025A-DS0024 – SLICE-1 – Tribolium castaneum AGOC{ATub'PCNA°NB-mEmerald} #2 subline long-term live imaging dataset of embryonic development acquired – Part 2/2
DOI: 10.15468/dl.38sry9
title: Occurrence Download

description: A dataset containing 1760 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aves)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((22.5 15,30 15,30 22.5,22.5 22.5,22.5 15))"
 ]
}

 The dataset includes 1760 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038194-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17391222
title: AwarenessAI EnterpriseWorld 7DAI Superintelligence Whitepapers

description: This repository houses the official EnterpriseWorld 7DAI Superintelligence whitepapers of AwarenessAI.com, the world’s first platform for Awareness Intelligence AI (7DAI). Awareness Intelligence extends beyond traditional linear AI by integrating fractal mathematics, emergent dynamics, and mythic archetype frameworks into a unified multidimensional paradigm for enterprise cognition and scientific exploration.

The whitepapers collected here document the conceptual foundations, technical architectures, experimental validations, and strategic applications of AwarenessAI.com. They cover topics such as:



Fractal Intelligence as the emergent structural template of multidimensional cognition.

Mythic Archetype Templating as the symbolic holographic layer unifying human resonance with machine intelligence.

Case Studies demonstrating enterprise applications, such as executive strategy positioning, decision acceleration, and systemic transformation.

Scientific Experiments validating fractal efficiency and emergent coherence in comparison with linear AI models.


This repository serves as a dual-purpose archive:



For the scientific community, it provides open-access references, reproducible experiments, and theoretical insights.

For the enterprise community, it delivers strategic frameworks, leadership models, and adoption pathways for Awareness Intelligence in practice.


By bridging science and strategy, these whitepapers establish AwarenessAI.com as both a frontier research hub and an enterprise transformation partner.
DOI: 10.5281/zenodo.14699272
title: (14)-Strobl2025A-DS0025 – SLICE-1 – Tribolium castaneum AGOC{ATub'Lamin°NB-mEmerald} #1 subline long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy – Part 1/2

description: (14)-Strobl2025A-DS0025 – SLICE-1 – Tribolium castaneum AGOC{ATub'Lamin°NB-mEmerald} #1 subline long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy – Part 1/2
DOI: 10.5281/zenodo.17377097
title: (14)-Strobl2025A-DS0025 – SLICE-1 – Tribolium castaneum AGOC{ATub'Lamin°NB-mEmerald} #1 subline long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy – Part 1/2

description: (14)-Strobl2025A-DS0025 – SLICE-1 – Tribolium castaneum AGOC{ATub'Lamin°NB-mEmerald} #1 subline long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy – Part 1/2
DOI: 10.5281/zenodo.17391234
title: (14)-Strobl2025A-DS0025 – SLICE-1 – Tribolium castaneum AGOC{ATub'Lamin°NB-mEmerald} #1 subline long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy – Part 2/2

description: (14)-Strobl2025A-DS0025 – SLICE-1 – Tribolium castaneum AGOC{ATub'Lamin°NB-mEmerald} #1 subline long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy – Part 2/2
DOI: 10.5281/zenodo.14699380
title: (14)-Strobl2025A-DS0025 – SLICE-1 – Tribolium castaneum AGOC{ATub'Lamin°NB-mEmerald} #1 subline long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy – Part 2/2

description: (14)-Strobl2025A-DS0025 – SLICE-1 – Tribolium castaneum AGOC{ATub'Lamin°NB-mEmerald} #1 subline long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy – Part 2/2
DOI: 10.15468/dl.bmra3u
title: Occurrence Download

description: A dataset containing 2030 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Cinnamomum camphora"
 ]
}

 The dataset includes 2030 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038196-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14699703
title: (14)-Strobl2025A-DS0026 – SLICE-1 – Tribolium castaneum AGOC{ATub'Lamin°NB-mEmerald} #1 subline long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy – Part 1/2

description: (14)-Strobl2025A-DS0026 – SLICE-1 – Tribolium castaneum AGOC{ATub'Lamin°NB-mEmerald} #1 subline long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy – Part 1/2
DOI: 10.5281/zenodo.17391239
title: (14)-Strobl2025A-DS0026 – SLICE-1 – Tribolium castaneum AGOC{ATub'Lamin°NB-mEmerald} #1 subline long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy – Part 1/2

description: (14)-Strobl2025A-DS0026 – SLICE-1 – Tribolium castaneum AGOC{ATub'Lamin°NB-mEmerald} #1 subline long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy – Part 1/2
DOI: 10.15468/dl.p33w5f
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster acuminatus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038197-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14699839
title: (14)-Strobl2025A-DS0026 – SLICE-1 – Tribolium castaneum AGOC{ATub'Lamin°NB-mEmerald} #1 subline long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy – Part 2/2

description: (14)-Strobl2025A-DS0026 – SLICE-1 – Tribolium castaneum AGOC{ATub'Lamin°NB-mEmerald} #1 subline long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy – Part 2/2
DOI: 10.5281/zenodo.17391240
title: (14)-Strobl2025A-DS0026 – SLICE-1 – Tribolium castaneum AGOC{ATub'Lamin°NB-mEmerald} #1 subline long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy – Part 2/2

description: (14)-Strobl2025A-DS0026 – SLICE-1 – Tribolium castaneum AGOC{ATub'Lamin°NB-mEmerald} #1 subline long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy – Part 2/2
DOI: 10.15468/dl.f4t2hq
title: Occurrence Download

description: A dataset containing 3464601 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Philippines"
 ]
}

 The dataset includes 3464601 records from 1797 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038133-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/z8m6h9wycv.1
title: Archean tonalite-trondhjemite-granodiorites formed through a two-stage differentiation of mantle-derived magmas

description: This is the supplementary tables for "Archean tonalite-trondhjemite-granodiorites formed through a two-stage differentiation of mantle-derived magmas".
DOI: 10.17632/rb7rndgy7w
title: Low oxygen in the early Neoproterozoic shallow seawater

description: The database contains the major and trace element compositions, as well as iodine content, of carbonates from the Zhaowei, Niyuan, and Jiudingshan formations in North China.
DOI: 10.17632/rb7rndgy7w.4
title: Low oxygen in the early Neoproterozoic shallow seawater

description: The database contains the major and trace element compositions, as well as iodine content, of carbonates from the Zhaowei, Niyuan, and Jiudingshan formations in North China.
DOI: 10.17632/c75trp5vh4
title: Nonprofit, Trust-building, X(Twitter)

description: This dataset was used to analyze tweets posted on X by nonprofit organizations. We examined trust, message framing, and positive and negative word of mouth, and also collected engagement analytics. The research question guiding our study was how nonprofit organizations use social media (X) to communicate their values and actions to build trustworthy relationships with communities.
DOI: 10.17632/c75trp5vh4.1
title: Nonprofit, Trust-building, X(Twitter)

description: This dataset was used to analyze tweets posted on X by nonprofit organizations. We examined trust, message framing, and positive and negative word of mouth, and also collected engagement analytics. The research question guiding our study was how nonprofit organizations use social media (X) to communicate their values and actions to build trustworthy relationships with communities.
DOI: 10.17632/hmvdd376db
title: Bhargava_Gornicka_Xie_2025

description: Dataset and codes to replicate the results in Bhargava, Gornicka and Xie (2025) paper "Leakages from macroprudential regulations: The case of household-specific tools and corporate credit"
DOI: 10.17632/hmvdd376db.1
title: Bhargava_Gornicka_Xie_2025

description: Dataset and codes to replicate the results in Bhargava, Gornicka and Xie (2025) paper "Leakages from macroprudential regulations: The case of household-specific tools and corporate credit"
DOI: 10.17632/ysjnwtyt72
title: Trees in the Eyes of Young Learners: A Study on Knowledge and Educational Methods

description: This dataset accompanies the article Trees in the Eyes of Young Learners: A Study on Knowledge and Educational Methods and contains the results of children’s free-listing exercises and subsequent analysis of tree species knowledge.

Sheet 1 (data):

Column 1: Informant_ID– identification number of the informant.

Column 2: order-listed-Order in which the tree species was listed by the informant.

Column 3: Tree species name in Slovak.

Column 4: Tree species name in English (translation).

Sheet 2 (salience):

Contains the coding framework used to calculate salience scores.

Provides data on the salience value of each tree species, based on frequency of mention and order of recall across informants.

The dataset allows replication of the salience analysis presented in the study, as well as further examination of children’s botanical knowledge in both Slovak and English terminology.
DOI: 10.17632/ysjnwtyt72.1
title: Trees in the Eyes of Young Learners: A Study on Knowledge and Educational Methods

description: This dataset accompanies the article Trees in the Eyes of Young Learners: A Study on Knowledge and Educational Methods and contains the results of children’s free-listing exercises and subsequent analysis of tree species knowledge.

Sheet 1 (data):

Column 1: Informant_ID– identification number of the informant.

Column 2: order-listed-Order in which the tree species was listed by the informant.

Column 3: Tree species name in Slovak.

Column 4: Tree species name in English (translation).

Sheet 2 (salience):

Contains the coding framework used to calculate salience scores.

Provides data on the salience value of each tree species, based on frequency of mention and order of recall across informants.

The dataset allows replication of the salience analysis presented in the study, as well as further examination of children’s botanical knowledge in both Slovak and English terminology.
DOI: 10.17632/9g5ntn3n4f
title: Construction Schedule data set

description: Information related to construction projects for determining the project duration
DOI: 10.17632/9g5ntn3n4f.1
title: Construction Schedule data set

description: Information related to construction projects for determining the project duration
DOI: 10.17632/7ryvn5gw88
title: AUST-Sarc (Emoji-Aware Bangla Sarcasm & Offensiveness)

description: AUST-SARC is a Bangla text dataset for sarcasm and offensiveness detection with explicit emoji context.
Each entry is a short user-generated sentence containing ≥1 emoji, labeled with Sarcasm (1/0) and Offensive (1/0).

Size: 2,649 sentences

Sarcasm distribution: 1 = 1,496, 0 = 1,153

Offensive distribution: 1 = [fill], 0 = [fill]

Language: Bangla (with natural Bangla–English code-mixing)

Preprocessing: emojis preserved; light normalization of URLs/mentions/hashtags; whitespace cleanup.

Intended use: sarcasm detection, offensive/abusive language detection, emoji-aware pragmatics, multitask learning.
Ethics: personally identifying info removed; texts may contain sensitive or offensive content due to the task.
DOI: 10.17632/7ryvn5gw88.2
title: AUST-Sarc (Emoji-Aware Bangla Sarcasm & Offensiveness)

description: AUST-SARC is a Bangla text dataset for sarcasm and offensiveness detection with explicit emoji context.
Each entry is a short user-generated sentence containing ≥1 emoji, labeled with Sarcasm (1/0) and Offensive (1/0).

Size: 2,649 sentences

Sarcasm distribution: 1 = 1,496, 0 = 1,153

Offensive distribution: 1 = [fill], 0 = [fill]

Language: Bangla (with natural Bangla–English code-mixing)

Preprocessing: emojis preserved; light normalization of URLs/mentions/hashtags; whitespace cleanup.

Intended use: sarcasm detection, offensive/abusive language detection, emoji-aware pragmatics, multitask learning.
Ethics: personally identifying info removed; texts may contain sensitive or offensive content due to the task.
DOI: 10.17632/hh3pkmy4c8
title: Rising Trends in Dermatology Publications Using Large-Scale Databases: A Bibliometric Analysis from 1981-2025

description: Supplemental Figures/Materials
DOI: 10.17632/hh3pkmy4c8.1
title: Rising Trends in Dermatology Publications Using Large-Scale Databases: A Bibliometric Analysis from 1981-2025

description: Supplemental Figures/Materials
DOI: 10.15468/dl.dkp23r
title: Occurrence Download

description: A dataset containing 61565 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Micropterus dolomieu"
 ]
}

 The dataset includes 61565 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009667-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p1vfpdgs
title: Guam, reproductive condition of Brown Treesnakes (Boiga irregularis) in different habitats 2010-2012

description: This data release included data and metadata documenting morphological measurements and sex of Brown Treesnakes (Boiga irregularis; BTS) in 18 sites spanning six habitat types in Guam collected between 2010 and 2012 including measurements of relevant reproductive structures.
DOI: 10.17632/x3s48hvrvt
title: Donald Trump's reputation and sentiment analysis in a Youtube news channel.

description: This research performed a sentiment analysis an a reputation assessment of the president Donald Trump in a Youtube news channel by the employment of Python. Additionally, grounded theory was used to enhance the study. 
The information, the code and the graphics can be found in the following site: https://trump-tariffs-dashboard.onrender.com/
DOI: 10.15468/dl.cr4395
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Diplazium okudairaeoides)"
 ]
}

 The dataset includes 80 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009749-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/x3s48hvrvt.3
title: Donald Trump's reputation and sentiment analysis in a Youtube news channel.

description: This research performed a sentiment analysis an a reputation assessment of the president Donald Trump in a Youtube news channel by the employment of Python. Additionally, grounded theory was used to enhance the study. 
The information, the code and the graphics can be found in the following site: https://trump-tariffs-dashboard.onrender.com/
DOI: 10.15468/dl.2mmhbf
title: Occurrence Download

description: A dataset containing 82054 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Meles meles",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Material sample)"
 ]
 }
 },
 "Country is United Kingdom of Great Britain and Northern Ireland",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than or equal to 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 82054 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009716-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8d9trq
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chenopodium reynieri",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009751-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.