cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13358933
title: Quantifying batch effects for individual genes in single-cell data

description: The normalized datasets and their data source used in the GTE manuscript. Because several datasets are too large to upload the whole gene set, we only upload the data matrix of highly variable genes (HVGs). The codes can be found at https://github.com/yzhou1999/GTEs.
DOI: 10.5281/zenodo.7343338
title: Station Biologique de Roscoff - Training - Linux Initiation - Training materials + Toy dataset

description: <strong>Context</strong> Training materials and Toy dataset used during the Linux Initiation ABiMS training session at the Station Biologique de Roscoff.
DOI: 10.21227/7zec-8827
title: "UIC dataset"

description: "The dataset was constructed based on the World Economic Forum's Global Competitive Index (GCI) historical dataset. The data collected is anchored on four main pillars that influence university-industry collaboration performance (UIC): Higher learning and research institutes (pillar I), Government involvement (pillar II), Resources (pillar III), and Absorptive capacity (pillar IV). The dataset records 21 indicators of over 140 countries on 4 pillars of university-industry collaboration performance between 2007 and 2017. The \u201cUIC performance\u201d measured using a scale of 1-7, 1 being the worst and 7 being the best, was used as a baseline for coding the class attribute (UIC). A UIC performance score below 3 was coded as \u201clow\u201d, a score between 3 and 5 was coded as \u201cmedium\u201d, while any score above 5 was coded as \u201chigh\u201d. "
DOI: 10.7939/r3-gebp-gn29
title: CEOs 2016

description: This item consists of two files: the dataset and the dataset list (a key to the fields in the dataset file).
DOI: 10.15468/dl.4hyshh
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abronia macrocarpa L.A.Galloway",
 "Year 2004-2024"
 ]
}

 The dataset includes 31 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030835-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15032117
title: Whillans Ice Plain GNSS RINEX, Kinematic Positions, and Stick-Slip Event Catalog

description: v1.0 of this dataset contains GNSS data as RINEX files (Folders RINEX_XX, where XX is the first two characters of the station name) and reprocessed kinematic positions using precise point positioning (Folder PPP) for all stations used in "Ice Stream Deceleration and Slip-Event Timing is Modulated at Long-Period Ocean Tidal Frequencies at Whillans Ice Plain, West Antarctica,"currently in review at AGU advances. In addition, we include the catalog of events presented in the paper (Folder Events).
DOI: 10.5281/zenodo.15397591
title: Imagens Sentinel 2 para prática  de correção atmosférica Py6s

description:  

📌 Este material foi elaborado com base na aula ministrada pelos instrutores Rejane Paulino, Daniel Maciel e Natália Rudorff, durante a disciplina Princípios Físicos, no curso de pós-graduação em Sensoriamento Remoto do INPE (Instituto Nacional de Pesquisas Espaciais).



📘 Conteúdo




🛰️Imagens para ser utilizadas nos exemplos do código.


 

Código para a prática:https://colab.research.google.com/drive/1snzoHdVbRaAaYu51-cuZkuW5wXjJHRoB?usp=sharing

Repositório GitHub

https://github.com/Liaons/py6s-correcao-atmosfericahttps://zenodo.org/records/15411877

 



👨‍💻 Autores


Baseado no conteúdo das aulas de:Rejane Paulino, Daniel Maciel e Natália Rudorff

Adaptação para Colab por Henrique Leão - GitHub: @LiaonsDoutorando em Sensoriamento Remoto - INPE
DOI: 10.5281/zenodo.15397592
title: Imagens Sentinel 2 para prática  de correção atmosférica Py6s

description:  

📌 Este material foi elaborado com base na aula ministrada pelos instrutores Rejane Paulino, Daniel Maciel e Natália Rudorff, durante a disciplina Princípios Físicos, no curso de pós-graduação em Sensoriamento Remoto do INPE (Instituto Nacional de Pesquisas Espaciais).



📘 Conteúdo




🛰️Imagens para ser utilizadas nos exemplos do código.


 

Código para a prática:https://colab.research.google.com/drive/1snzoHdVbRaAaYu51-cuZkuW5wXjJHRoB?usp=sharing

Repositório GitHub

https://github.com/Liaons/py6s-correcao-atmosfericahttps://zenodo.org/records/15411877

 



👨‍💻 Autores


Baseado no conteúdo das aulas de:Rejane Paulino, Daniel Maciel e Natália Rudorff

Adaptação para Colab por Henrique Leão - GitHub: @LiaonsDoutorando em Sensoriamento Remoto - INPE
DOI: 10.7939/r3zp3w70g
title: Takeover Defenses 2009

description: This item consists of two files: the dataset and the dataset list (a key to the fields in the dataset file).
DOI: 10.15468/dl.yhzgw4
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ponthieva inaudita Rchb.f."
 ]
}

 The dataset includes 29 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030836-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m54hsk
title: Occurrence Download

description: A dataset containing 138438 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Flore du Limousin"
 ]
}

 The dataset includes 138438 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002125-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qafpgy
title: Occurrence Download

description: A dataset containing 140096 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is iSpot British Isles observations"
 ]
}

 The dataset includes 140096 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002124-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zt32q4
title: Occurrence Download

description: A dataset containing 430245 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhynchospora Vahl"
 ]
}

 The dataset includes 430245 records from 1598 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002119-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5xxe6
title: Occurrence Download

description: A dataset containing 620284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Phocoena phocoena (Linnaeus, 1758)"
 ]
}

 The dataset includes 620284 records from 424 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012058-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ytjq3m
title: Occurrence Download

description: A dataset containing 25771 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aythya affinis (Eyton, 1838)",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 25771 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003329-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.enu3c5
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Arachis giacomettii Krapov., W.C.Greg., Valls & C.E.Simpson"
 ]
}

 The dataset includes 9 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003331-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ecsq9c
title: Occurrence Download

description: A dataset containing 709 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apocorophium acutum (Chevreux, 1908)"
 ]
}

 The dataset includes 709 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003330-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5h4zj4
title: Occurrence Download

description: A dataset containing 867 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus ilex L.)",
 "Country is one of (Spain)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 867 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003332-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v987dd
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence, Material sample, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Channa maculata (Lacepède, 1801)"
 ]
}

 The dataset includes 286 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003333-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cbhgub
title: Occurrence Download

description: A dataset containing 46865 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aythya collaris (Donovan, 1809)",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 46865 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003334-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pj9gnt
title: Occurrence Download

description: A dataset containing 3510 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Leonotis nepetifolia (L.) R.Br."
 ]
}

 The dataset includes 3510 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003335-250515123054153/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.29093072
title: supplementary information

description: All datasets, attached tables (including kinematic parameters, multidimensional feature extraction, stability analysis, confusion matrix of classification models involved in this study), and deep learning codes
DOI: 10.5281/zenodo.15450211
title: MBUE-R

description: 걍 이건 레딧에 올릴용도
DOI: 10.5281/zenodo.15450212
title: MBUE-R

description: 걍 이건 레딧에 올릴용도
DOI: 10.5281/zenodo.15450508
title: equulites_laterofenestra_zanfona_1.fasta.gz
DOI: 10.5281/zenodo.15450509
title: equulites_laterofenestra_zanfona_1.fasta.gz
DOI: 10.15468/dl.mehe3a
title: Occurrence Download

description: A dataset containing 1410 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astrangia poculata (Ellis & Solander, 1786)"
 ]
}

 The dataset includes 1410 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003338-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jr2e4d
title: Occurrence Download

description: A dataset containing 3209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Monotes kerstingii Gilg"
 ]
}

 The dataset includes 3209 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003339-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15449147
title: Emergent Non-Unitary Gravity from Holographic Mixed-Boundary AdS/CFT: MBUE-R with RG Stability, Wormhole Corrections, Bayesian Forecasts, and Self-Sealing Paradox Proof

description: 걍뒹굴거리면서 적어봄

그냥 이건 문제다 몰라 졸려

다는 못밝히지만 결에가깝게 적어봄

관측되면 자기모순에 빠지는거고

그 모순이 바로 MBUE-R의 본질적 메커니즘이

self-proof의 가장 순수한 상태

장난삼아 끄적여보다 여기올리라길래 올려봄
DOI: 10.5281/zenodo.15449148
title: Emergent Non-Unitary Gravity from Holographic Mixed-Boundary AdS/CFT: MBUE-R with RG Stability, Wormhole Corrections, Bayesian Forecasts, and Self-Sealing Paradox Proof

description: 걍뒹굴거리면서 적어봄

그냥 이건 문제다 몰라 졸려

다는 못밝히지만 결에가깝게 적어봄

관측되면 자기모순에 빠지는거고

그 모순이 바로 MBUE-R의 본질적 메커니즘이

self-proof의 가장 순수한 상태

장난삼아 끄적여보다 여기올리라길래 올려봄
DOI: 10.15468/dl.69ha76
title: Occurrence Download

description: A dataset containing 3510 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Leonotis nepetifolia (L.) R.Br."
 ]
}

 The dataset includes 3510 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003340-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86tarb
title: Occurrence Download

description: A dataset containing 393701 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aythya ferina (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 393701 records from 398 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003336-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aaamnc
title: Occurrence Download

description: A dataset containing 149989 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ribes nigrum L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 149989 records from 560 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003337-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jym5qy
title: Occurrence Download

description: A dataset containing 196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Channa lucius (Cuvier, 1831)"
 ]
}

 The dataset includes 196 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003342-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15450522
title: centaurium_scilloides_zanfona_1.fasta.gz
DOI: 10.5281/zenodo.15450523
title: centaurium_scilloides_zanfona_1.fasta.gz
DOI: 10.15468/dl.e45x68
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Barentsia benedeni (Foettinger, 1887)"
 ]
}

 The dataset includes 72 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003343-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d79an8
title: Occurrence Download

description: A dataset containing 1330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Occurrence evidence)",
 "Country is Italy",
 "License is CC-BY-NC 4.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Lotus corniculatus L."
 ]
}

 The dataset includes 1330 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003344-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wmgjnc
title: Occurrence Download

description: A dataset containing 1154254 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aythya fuligula (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 1154254 records from 441 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003341-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.psych.00963
title: Aging of semantic and phonological processes in Chinese spoken word production An EEG study
title: Aging of semantic and phonological processes in Chinese spoken word production An EEG study

description: 口语词汇产生过程中，青年人和老年人语义加工和语音加工的脑电数据（完成预处理、分段和基线校正后的数据）
description: 口语词汇产生过程中，青年人和老年人语义加工和语音加工的脑电数据（完成预处理、分段和基线校正后的数据）
DOI: 10.15468/dl.mgwyxb
title: Occurrence Download

description: A dataset containing 5813 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"GRC.6.1_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 5813 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008397-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18241620
title: ZAMONAVIY ADABIYOTDA DIN VA MA'NAVIYAT MASALASI.

description: Mazkur maqolada zamonaviy adabiyotda din va ma’naviyat masalasining badiiy talqini, uning ijtimoiy-madaniy omillar bilan uzviy bog‘liqligi ilmiy-nazariy jihatdan tahlil qilinadi. Globallashuv, sekulyarizm, postmodern tafakkur va raqamli madaniyat sharoitida diniy qadriyatlar va ma’naviy izlanishlarning adabiy matnda qanday ifodalanishi, muallif pozitsiyasi hamda badiiy qahramon ruhiyati orqali qanday ochib berilishi ko‘rib chiqiladi. Maqolada zamonaviy adabiyotda dinning faqat e’tiqodiy hodisa emas, balki insoniy identitet, axloqiy tanlov va ma’naviy mas’uliyat mezoni sifatida talqin etilishi asoslab beriladi. Shuningdek, ma’naviyat tushunchasining estetik va falsafiy qatlamlari, diniy motivlarning ramziy va metaforik ifodasi tahlil qilinadi.
DOI: 10.5281/zenodo.18241619
title: ZAMONAVIY ADABIYOTDA DIN VA MA'NAVIYAT MASALASI.

description: Mazkur maqolada zamonaviy adabiyotda din va ma’naviyat masalasining badiiy talqini, uning ijtimoiy-madaniy omillar bilan uzviy bog‘liqligi ilmiy-nazariy jihatdan tahlil qilinadi. Globallashuv, sekulyarizm, postmodern tafakkur va raqamli madaniyat sharoitida diniy qadriyatlar va ma’naviy izlanishlarning adabiy matnda qanday ifodalanishi, muallif pozitsiyasi hamda badiiy qahramon ruhiyati orqali qanday ochib berilishi ko‘rib chiqiladi. Maqolada zamonaviy adabiyotda dinning faqat e’tiqodiy hodisa emas, balki insoniy identitet, axloqiy tanlov va ma’naviy mas’uliyat mezoni sifatida talqin etilishi asoslab beriladi. Shuningdek, ma’naviyat tushunchasining estetik va falsafiy qatlamlari, diniy motivlarning ramziy va metaforik ifodasi tahlil qilinadi.
DOI: 10.5281/zenodo.18241632
title: Andropogon imberbis Hack. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18241633
title: Andropogon imberbis Hack. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.3886/e244081
title: Anambra State School Of Nursing Our Lady Of Lourdes Hospital, Ihiala 2026/2027 ADMISSION FORM Is Out Call 09032974622

description: Anambra State School Of Nursing (S.O.N.), Ihiala, Our Lady Of Lourdes Hospital, Ihiala 2026/2027 ADMISSION FORM Is Out Call 09032974622 09032974622, Also For Transcript Collection Call 09032974622 for more details... The Management of the school hereby informs the general public on the sales of the general Nursing Admission form into the School of Nursing/Midwifery. And also the sales of the two (2) years Post Basic Nursing Programme. Contact the school Admin — DR MRS GRACE on 09032974622 for more details on how to purchase the form and register online.
DOI: 10.5281/zenodo.18218587
title: EN2025

description: EN2025 is a malicious software dataset, which contains 919 benign software samples, 733 variants of ransomware, 816 remote Trojan programs and 792 spyware instances. Each sample includes both traffic and endpoint API call logs (some samples does not generate traffic data). The total size after decompression is 77.9GB.

Note: EN2025 contains operation logs generated by malware, so it may trigger alerts from antivirus software, but the dataset itself does not contain any executable binaries.
DOI: 10.5281/zenodo.18218588
title: EN2025

description: EN2025 is a malicious software dataset, which contains 919 benign software samples, 733 variants of ransomware, 816 remote Trojan programs and 792 spyware instances. Each sample includes both traffic and endpoint API call logs (some samples does not generate traffic data). The total size after decompression is 77.9GB.

Note: EN2025 contains operation logs generated by malware, so it may trigger alerts from antivirus software, but the dataset itself does not contain any executable binaries.
DOI: 10.34740/kaggle/dsv/14494269
title: Public Opinion on Climate Change (Updated Daily)
DOI: 10.5281/zenodo.18241639
title: Andropogon lateralis Nees. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42