cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17666395
title: MIRROR: A Dataset of Structural Metrics for Repackaged Android Apps

description: MIRROR (Metrics for Identifying Repackaged and Reused Android Apps) is a publicly available dataset designed to support empirical, reproducible research on Android application repackaging. The dataset comprises 2,775 original Android applications and 4,351 corresponding repackaged variants, collected from the AndroZoo repository. Each application has been analyzed using a static bytecode analysis pipeline to extract twelve structural code-level metrics, covering dimensional, complexity, and object-oriented characteristics.

All repackaged applications are explicitly linked to their original counterparts using validated SHA-256 identifiers, enabling precise original–repackaged pairing, per-original variant grouping, and metric-delta analysis. MIRROR facilitates research on Android repackaging detection, structural similarity and divergence analysis, software quality assessment, and benchmarking of adversarial code modification techniques. The dataset is intended for use by researchers and practitioners studying mobile security, software forensics, and large-scale Android ecosystem analysis.

If you use this dataset, please cite the associated paper describing the MIRROR dataset.

@inproceedings{MIRROR,      author={Sebastian Siedler and Karim Elish},      booktitle={3rd ACM International Conference on AI Foundation Models and Software Engineering (FORGE)},      title={MIRROR: A Dataset of Structural Metrics for Repackaged Android Apps},       year={2026}} 

App Access Information:

The apps referenced in this dataset are real-world Android applications. To adhere to research ethics guidelines and comply with data sharing and redistribution policies, we do not directly distribute APK files. Instead, researchers are required to obtain the applications through the official AndroZoo repository. 

AndroZoo: https://androzoo.uni.lu/

Usage Instructions:



Request access to the AndroZoo repository by following the instructions provided on the official website.

Use the cryptographic hash values (e.g., SHA-256) included in our dataset to retrieve the corresponding application samples from the repository.
DOI: 10.5281/zenodo.17666394
title: MIRROR: A Dataset of Structural Metrics for Repackaged Android Apps

description: MIRROR (Metrics for Identifying Repackaged and Reused Android Apps) is a publicly available dataset designed to support empirical, reproducible research on Android application repackaging. The dataset comprises 2,775 original Android applications and 4,351 corresponding repackaged variants, collected from the AndroZoo repository. Each application has been analyzed using a static bytecode analysis pipeline to extract twelve structural code-level metrics, covering dimensional, complexity, and object-oriented characteristics.

All repackaged applications are explicitly linked to their original counterparts using validated SHA-256 identifiers, enabling precise original–repackaged pairing, per-original variant grouping, and metric-delta analysis. MIRROR facilitates research on Android repackaging detection, structural similarity and divergence analysis, software quality assessment, and benchmarking of adversarial code modification techniques. The dataset is intended for use by researchers and practitioners studying mobile security, software forensics, and large-scale Android ecosystem analysis.

If you use this dataset, please cite the associated paper describing the MIRROR dataset.

@inproceedings{MIRROR,      author={Sebastian Siedler and Karim Elish},      booktitle={3rd ACM International Conference on AI Foundation Models and Software Engineering (FORGE)},      title={MIRROR: A Dataset of Structural Metrics for Repackaged Android Apps},       year={2026}} 

App Access Information:

The apps referenced in this dataset are real-world Android applications. To adhere to research ethics guidelines and comply with data sharing and redistribution policies, we do not directly distribute APK files. Instead, researchers are required to obtain the applications through the official AndroZoo repository. 

AndroZoo: https://androzoo.uni.lu/

Usage Instructions:



Request access to the AndroZoo repository by following the instructions provided on the official website.

Use the cryptographic hash values (e.g., SHA-256) included in our dataset to retrieve the corresponding application samples from the repository.
DOI: 10.15468/dl.xcx6xa
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Crenicichla tuca, Crenicichla tesay, Crenicichla tapii)"
 ]
}

 The dataset includes 138 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000056-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b77gqy
title: Occurrence Download

description: A dataset containing 2936 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Matelea"
 ]
}

 The dataset includes 2936 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000058-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3re78
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Herwigia kreffti (Nielsen & Larsen, 1970)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((8.9648 19.8496,-0.0352 19.8496,-0.0352 10.8496,8.9648 10.8496,8.9648 19.8496))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009610-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15479792
title: test

description: test
DOI: 10.6084/m9.figshare.29092712
title: Statistics on the authors of the 'Current perspectives on biosphere research 2024–2025' paper.zip

description: Author statistics of the Paper: Reviews and syntheses: Bohn, F. J., Bastos, A., Martin, R., Rammig, A., Koh, N. S., Sioen, G. B., ... & Yoshida, Y. (2025) Reviews and syntheses: Current perspectives on biosphere research 2024–2025 – eight findings from ecology, sociology, and economics, Biogeoscience
DOI: 10.6084/m9.figshare.29092712.v1
title: Statistics on the authors of the 'Current perspectives on biosphere research 2024–2025' paper.zip

description: Author statistics of the Paper: Reviews and syntheses: Bohn, F. J., Bastos, A., Martin, R., Rammig, A., Koh, N. S., Sioen, G. B., ... & Yoshida, Y. (2025) Reviews and syntheses: Current perspectives on biosphere research 2024–2025 – eight findings from ecology, sociology, and economics, Biogeoscience
DOI: 10.5281/zenodo.15479391
title: test

description: test
DOI: 10.15468/dl.5e8b6w
title: Occurrence Download

description: A dataset containing 48300 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((133.9396 -4.182004, 136.8184 -4.182004, 136.8184 -0.9367197, 133.9396 -0.9367197, 133.9396 -4.182004))"
 ]
}

 The dataset includes 48300 records from 242 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013488-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110813521
title: Neo-Assyrian Stamp Seal with Multi-figured Scene, BMC S.114

description: [Text Description:] Neo-Assyrian ❧ [Text or Publication Number Note:] BMC S.114 ❧ [Medium:] Stone ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Stone Stamp Seal ❧ [Physical Object Note:] 1 x 23/32 x 3/4 in. (2.5 x 1.8 x 1.9 cm)
DOI: 10.25549/inscriptifact-ouc110813435
title: Attic White-Ground Lekythos (Oil Bottle) with Tomb Visitation Scene, BMC P.3222

description: [Text Description:] Attributed to Aischines Painter, Classical ❧ [Text or Publication Number Note:] BMC P.3222 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, White-Ground Lekythos (Oil Bottle) ❧ [Physical Object Note:] 7 1/2 x 2 9/16 x 2 9/16 in. (19 x 6.5 x 6.5 cm) ❧ [Physical Object Note:] Lekythoi
DOI: 10.25549/inscriptifact-ouc110813519
title: Roman Female Head from Palmyrene Funerary Relief, BMC S.88

description: [Text Description:] Imperial (Roman) ❧ [Text or Publication Number Note:] BMC S.88 ❧ [Medium:] Stone ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Limestone Female Head from Funerary Relief ❧ [Physical Object Note:] 5 11/16 in. x 4 1/2 in. x 4 1/4 in. (14.5 cm x 11.5 cm x 10.8 cm)
DOI: 10.25549/inscriptifact-ouc110813466
title: Attic White-Ground Lekythos (Oil Bottle) with Tomb Visitation Scene, BMC P.3222

description: [Text Description:] Attributed to Aischines Painter, Classical ❧ [Text or Publication Number Note:] BMC P.3222 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, White-Ground Lekythos (Oil Bottle) ❧ [Physical Object Note:] 7 1/2 x 2 9/16 x 2 9/16 in. (19 x 6.5 x 6.5 cm) ❧ [Physical Object Note:] Lekythoi
DOI: 10.25549/inscriptifact-ouc110813522
title: Roman Female Head from Palmyrene Funerary Relief, BMC S.88

description: [Text Description:] Imperial (Roman) ❧ [Text or Publication Number Note:] BMC S.88 ❧ [Medium:] Stone ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Limestone Female Head from Funerary Relief ❧ [Physical Object Note:] 5 11/16 in. x 4 1/2 in. x 4 1/4 in. (14.5 cm x 11.5 cm x 10.8 cm)
DOI: 10.25549/inscriptifact-ouc110813536
title: Roman Female Head from Palmyrene Funerary Relief, BMC S.88

description: [Text Description:] Imperial (Roman) ❧ [Text or Publication Number Note:] BMC S.88 ❧ [Medium:] Stone ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Limestone Female Head from Funerary Relief ❧ [Physical Object Note:] 5 11/16 in. x 4 1/2 in. x 4 1/4 in. (14.5 cm x 11.5 cm x 10.8 cm)
DOI: 10.25549/inscriptifact-ouc110813462
title: Attic White-Ground Lekythos (Oil Bottle) with Tomb Visitation Scene, BMC P.3222

description: [Text Description:] Attributed to Aischines Painter, Classical ❧ [Text or Publication Number Note:] BMC P.3222 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, White-Ground Lekythos (Oil Bottle) ❧ [Physical Object Note:] 7 1/2 x 2 9/16 x 2 9/16 in. (19 x 6.5 x 6.5 cm) ❧ [Physical Object Note:] Lekythoi
DOI: 10.25549/inscriptifact-ouc110813528
title: Roman Female Head from Palmyrene Funerary Relief, BMC S.88

description: [Text Description:] Imperial (Roman) ❧ [Text or Publication Number Note:] BMC S.88 ❧ [Medium:] Stone ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Limestone Female Head from Funerary Relief ❧ [Physical Object Note:] 5 11/16 in. x 4 1/2 in. x 4 1/4 in. (14.5 cm x 11.5 cm x 10.8 cm)
DOI: 10.25549/inscriptifact-ouc110813518
title: Roman Female Head from Palmyrene Funerary Relief, BMC S.88

description: [Text Description:] Imperial (Roman) ❧ [Text or Publication Number Note:] BMC S.88 ❧ [Medium:] Stone ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Limestone Female Head from Funerary Relief ❧ [Physical Object Note:] 5 11/16 in. x 4 1/2 in. x 4 1/4 in. (14.5 cm x 11.5 cm x 10.8 cm)
DOI: 10.15468/dl.93eznd
title: Occurrence Download

description: A dataset containing 224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-148.52786 31.89340,-95.47214 31.89340,-95.47214 53.10660,-148.52786 53.10660,-148.52786 31.89340))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Strix occidentalis caurina (Merriam, 1898)",
 "Year 1896-2024"
 ]
}

 The dataset includes 224 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011712-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p25zar
title: Occurrence Download

description: A dataset containing 576 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-17.6 -35.8,41.9 -35.8,41.9 14.2,-17.6 14.2,-17.6 -35.8))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hermetia illucens (Linnaeus, 1758)",
 "Year 1970-2024"
 ]
}

 The dataset includes 576 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011713-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cn2pu8
title: Occurrence Download

description: A dataset containing 622 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((13 -36.6,40.8 -36.6,40.8 4.4,13 4.4,13 -36.6))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ischiodon aegyptius (Wiedemann, 1830)",
 "Year 1970-2024"
 ]
}

 The dataset includes 622 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011715-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/62zdy2r244.1
title: Fractional abundance of archaeal isoGDGTs and bacterial brGDGTs in Chinese peatlands and associated proxies

description: The dataset includes the fractional abundance of archaeal isoGDGTs and bacterial brGDGTs in Chinese peatlands. The first sheet includes the fractional abundance of archaeal isoGDGTs and associated indices in different peatlands. The second sheet includes the fractional abundance of bacterial brGDGTs and associated indices in different peatlands. The third sheet includes environmental variables for each peatland and each peat sample.
DOI: 10.5281/zenodo.17666229
title: Cuestionario
DOI: 10.5281/zenodo.17666230
title: Cuestionario
DOI: 10.15468/dl.4j8z9d
title: Occurrence Download

description: A dataset listing the 183699 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 183699 records were derived from 3774 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001483-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/mzk42
title: Senate Unpassed Legislation 1839, Docket 10525, SC1/series 231, Petition of Zoa Dunton

description: &lt;p&gt;Petition subject: To abolish slavery in Washington D.C. &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:11858000"&gt;http://nrs.harvard.edu/urn-3:FHCL:11858000&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Millbury &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Job Gorton, Millbury; committee on domestic slavery &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Zoa Dunton&lt;/li&gt;&lt;li&gt;Nancy Hale&lt;/li&gt;&lt;li&gt;Julia Ann Longley&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Total signatures: 152 &lt;/p&gt; &lt;p&gt;Female signatures: 152 &lt;/p&gt; &lt;p&gt;Female only signatures: Yes &lt;/p&gt; &lt;p&gt;Identifications of signatories: undersigned, [females], ["females"], ["ladies"] &lt;/p&gt; &lt;p&gt;Prayer format was &lt;a href="http://en.wikipedia.org/wiki/Printing"&gt;printed&lt;/a&gt; vs. &lt;a href="http://en.wikipedia.org/wiki/Manuscript"&gt;manuscript&lt;/a&gt;: Printed &lt;/p&gt; &lt;p&gt;Additional non-petition or unrelated documents available at archive: no additional documents &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: Senate Unpassed 1839, Docket 10525 &lt;/p&gt; &lt;p&gt;Acknowledgements: Supported by the National Endowment for the Humanities (PW-5105612), Massachusetts Archives of the Commonwealth, Radcliffe Institute for Advanced Study at Harvard University, Center for American Political Studies at Harvard University, Institutional Development Initiative at Harvard University, and Harvard University Library.&lt;/p&gt;
DOI: 10.15468/dl.5wqb68
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Ptilinopus roseicapilla (R.Lesson, 1831))",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015431-250525065834625/datasets/export for details.
DOI: 10.15468/dl.qvpnk7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Ptilinopus roseicapilla (R.Lesson, 1831))",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015433-250525065834625/datasets/export for details.
DOI: 10.7910/dvn/uipsak
title: CES 2022, Team Module of University of South Carolina (USC)

description: This dataverse contains the data and supporting documents for the CES 2022 Team Module of the University of South Carolina. This project was supported by the National Science Foundation, Grant Number SES-2148907.
DOI: 10.6084/m9.figshare.29993425
title: Records of anxiety and copulatory behaviors of Swiss male mice

description: Seven monandrous copulatory tests (one every week) were scheduled for each male, starting one week after the last session of the elevated plus maze testing. The test started by introducing the male to the arena, allowing him to explore it for 5 minutes before introducing the receptive female. The test chronometry began upon introducing the female to the arena. The test ended when the male achieved ejaculation or after 1800 seconds (30 minutes) had passed since the introduction of the female. It was agreed that mice that exceeded this limit would be assigned an ejaculatory latency of 1802 seconds. Each copulatory session was assessed by an experienced observer who recorded the latencies of ejaculation (EL), mount (ML), and intromission (IL). The mean EL, ML, and IL per mouse were estimated by averaging the corresponding values obtained in each copulatory test and then over seven tests. The observer also recorded the total number of mounts (MN), intromissions (IN), and ejaculations (EN) achieved in seven copulatory encounters.
DOI: 10.6084/m9.figshare.29993425.v1
title: Records of anxiety and copulatory behaviors of Swiss male mice

description: Seven monandrous copulatory tests (one every week) were scheduled for each male, starting one week after the last session of the elevated plus maze testing. The test started by introducing the male to the arena, allowing him to explore it for 5 minutes before introducing the receptive female. The test chronometry began upon introducing the female to the arena. The test ended when the male achieved ejaculation or after 1800 seconds (30 minutes) had passed since the introduction of the female. It was agreed that mice that exceeded this limit would be assigned an ejaculatory latency of 1802 seconds. Each copulatory session was assessed by an experienced observer who recorded the latencies of ejaculation (EL), mount (ML), and intromission (IL). The mean EL, ML, and IL per mouse were estimated by averaging the corresponding values obtained in each copulatory test and then over seven tests. The observer also recorded the total number of mounts (MN), intromissions (IN), and ejaculations (EN) achieved in seven copulatory encounters.
DOI: 10.15468/dl.4zcs85
title: Occurrence Download

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

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048951-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bbmh6k
title: Occurrence Download

description: A dataset containing 1165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Meloidogyne incognita (Kofoid & White, 1919) Chitwood, 1949"
 ]
}

 The dataset includes 1165 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009042-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykakjb
title: Occurrence Download

description: A dataset containing 86777 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sphinx pinastri Linnaeus, 1758",
 "HasCoordinate is true"
 ]
}

 The dataset includes 86777 records from 373 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009023-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28887401
title: Spacetime Geometry as a Modulator of Quantum Coherence: A Critical Velocity Perspective.

description: We propose that quantum coherence is fundamentally constrained by spacetime geometry. The coherence length L is determined by the smaller of two scales: a system’s physical size L_system or a curvature-dependent length L_curv, derived from the Ricci scalar R (matter-rich regions) or Kretschmann scalar K (vacuum). A critical velocity v_c = h/(mL) marks the threshold between quantum and classical regimes. Case studies in neutron stars, Bose-Einstein condensates (BECs), and strained graphene validate the model, demonstrating how curvature modulates coherence.
DOI: 10.34740/kaggle/dsv/11882023
title: Peer-to-Peer Boliviano (BOB) Exchange Data