cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.zb8dyv
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 (Elaphe dione (Pallas, 1773))",
 "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/0016689-250525065834625/datasets/export for details.
DOI: 10.15468/dl.zswwhn
title: Occurrence Download

description: A dataset containing 3086 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 (Elaphe dione (Pallas, 1773))",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 3086 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016691-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5p2r6
title: Occurrence Download

description: A dataset containing 36448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36448 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016692-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/n7yrzhctrt
title: Data for: Active Vibration Suppression in Robotic Milling using Optimal Control R2

description: Data for R2 version of Active Vibration Suppression in Robotic Milling using Optimal Control
DOI: 10.17632/pzwxj5xmfz
title: Impact of microfinance on income generation: Evidence from rural community-driven development program in Myanmar

description: We provide files needed to reproduce the results from the paper “Impact of microfinance on income generation: Evidence from rural community-driven development program in Myanmar.” The paper is accepted for publication in the Journal of International Development.
DOI: 10.6084/m9.figshare.23620656.v1
title: Data <strong>Liver Metastases From Colorectal Carcinoma: Performance Of Pathological Response Scores</strong>

description: We compared two prognostic scores (Rubbia-Brandt TRG and Blazer score) in assessing neoadjuvant therapy response for colorectal cancer liver metastases (CRCLM). Patients undergoing preoperative chemotherapy followed by LM resection from 2015-2021 were included. Rubbia-Brandt TRG demonstrated higher likelihood ratio (10.95), indicating strong predictive contribution, and a higher AUC (0.8) than the Blazer score, suggesting better survival prediction. Major response (TRG1/TRG2) exhibited superior survival (40.1/41.1 months) compared to partial response (TRG3, 32.1 months) and no response (TRG4/TRG5, 29.9/18.5 months). Survival is better in case of complete or major pathological response.
DOI: 10.17632/jpp8bsjgrm
title: Multiclass Diabetes Dataset

description: This refined dataset is originally based on the "Diabetes Dataset" uploaded by Ahlam Rashid in Mendeley Data. The link to the original dataset is: https://data.mendeley.com/datasets/wj9rwkp9c2/1. The original dataset contains a total of 1000 subjects divided into three classes: diabetic, non-diabetic, and predict-diabetic.

Among the 1000 subjects, 844 are diabetic, 103 are non-diabetic, and 53 are predict-diabetic, resulting in an extreme class imbalance. We found a total of 174 duplicate subjects in the original dataset, which we subsequently removed. After removing the duplicate subjects, there were 690 diabetic, 96 non-diabetic, and 40 predict-diabetic subjects remaining.

From the 826 unique subjects, we selected 128 diabetic, 96 non-diabetic, and 40 predict-diabetic subjects, resulting in a new dataset with a moderate class imbalance.
DOI: 10.17632/pnb8kwtfh2
title: Cutaneous Adverse Events of Osimertinib in Diverse Patient Populations with EGFR-mutated Non-Small Cell Lung Cancer: A Retrospective Cohort Analysis

description: An additional Kaplan-Meier curve seen in supplemental Figure 1 was conducted to assess overall survival among groups with and without the development of a cutaneous treatment related adverse event; results showed similar survival among the groups (p=0.960).
DOI: 10.17632/stvbwxr6s6
title: Data set for predicting student performance using bloom taxonomy

description: This dataset contains the examination records of students exams in online learning environment with bloom taxonomy.
This dataset is use to develop a predicting model to measure the student performance.
DOI: 10.6084/m9.figshare.23536531.v1
title: Consumption of benzylpenicillin as a syphilis control indicator

description: Abstract Syphilis is a disease with compulsory and mandatory notification to the Notifiable Diseases Information System (SINAN), with benzathine benzylpenicillin being the treatment of choice. The aim of the study was to compare the consumption of benzylpenicillin benzathine, from the dispensation, between the health regions of a capital in the southern region of the country, according to the georeferencing of notified cases of syphilis. This is a descriptive, cross-sectional, retrospective study of the use of benzylpenicillin benzathine and of reported cases of syphilis. Data on syphilis cases were obtained from notifications made in SINAN, and drug consumption data were obtained from the Municipal Health Department computerized system for Drug Dispensing from January 1st, 2019 to December 31st, 2019. Notifications and drug consumption were georeferenced according to 8 health regions. From the compilation of data, the rates of cases and consumption in relation to the population of each region were calculated. A total of 3188 notifications and a total of 35191 vials of benzathine benzylpenicillin were analyzed. The ratio of vials by SINAN notifications showed that each patient took 11 vials of the drug, which is a higher value if we consider that the complete treatment is 2 to 6 vials per case.
DOI: 10.7910/dvn/f5msox
title: Replication Archive for: "Child Welfare System Contact and Voting"

description: This replication archive contains analysis code used to produce the tables and figures in the main paper and SI. It does not include the underlying data, which were accessed via a data use agreement that does not allow online posting. See the readme file for more details.
DOI: 10.17632/frffgtb39g
title: Supplementary material for "An efficient, green and easily recoverable macroscopic photocatalyst for upscaling solar water treatment"

description: Supplementary information for the corresponding manuscript.
DOI: 10.17632/wmkknpxnkh
title: Data for: Reducing the risk of misdiagnosis of indirect ELISA by normalizing serum-specific background noise
DOI: 10.17632/2tdr9sjd83
title: Reddit Ideological and Extreme Bias Dataset - Part 1

description: Data 1: Dataset with articles posted in the r/Liberal and r/Conservative subreddits. In total, we collected a corpus of 226,010 articles. We have collected news articles to understand political expression through the shared news articles.
Data 2: Dataset with articles posted in the Liberal, Conservative, and Restricted (private or banned) subreddits. In total, we collected a corpus of 1.3 million articles. We have collected news articles to understand radicalized communities through the shared news articles.

Part 1 has Data 1 (all) and Data 2 (Raw and Labeled Data - Restricted.json)
Part 2 has Data 2 (Raw and Labeled Data - Liberal.json, and Conservative.json) and Data 2 (Raw and Unlabeled Data - first 40 of the 76 .json files) 
Part 3 has Data 2 (Raw and Unlabeled Data - reamaining 36 of the 76 .json files)
DOI: 10.6084/m9.figshare.5101129.v1
title: Corylus avellana chorology

description: Distribution map of common hazel (<i>Corylus avellana</i>)<br><br>These maps were produced by combining numerous and heterogeneous data collected from atlas monographs providing complete species distribution maps, from national to regional atlases, occurrence geodatabases and scientific literature.<br>The maps were created using ESRI shapefiles (*.shp, *.shx, *.dbf, *.prj files) archived in the ZIP file. Species range is mapped with polygon features (name suffix “plg”), which define continuous areas of occupancy of the species, and with point features (name suffix “pnt”), which identify more fragmented and isolated populations. If synanthropic occurrences are reported outside the species natural range, additional point and/or polygon shapefiles are also present (suffix “syn”).<br>All polygon borders delimiting the range are generalized across the mainland and sea boundaries, and not clipped to a specific coastline. This offers the possibility to mask sea areas, or to clip and extract the terrestrial range parts using GIS data layers of the users’ choice. <br><br>Please cite as:<br>Caudullo, G., Welk, E., San-Miguel-Ayanz, J., 2017. Chorological maps for the main European woody species. Data in Brief 12, 662-666. DOI: doi.org/10.1016/j.dib.2017.05.007 <br><br>Additional information and used references are on 'supplementary materials' document:<br>https://doi.org/10.6084/m9.figshare.5091901<br><br>Chorological maps are part of the "European Atlas of Forest Tree Species" project:<br>https://w3id.org/mtv/FISE-Comm/v01
DOI: 10.15468/dl.dv7frt
title: Occurrence Download

description: A dataset containing 2372 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asterias amurensis Lutken, 1871"
 ]
}

 The dataset includes 2372 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013035-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/49mxf7292c
title: Virtual and human influencer data

description: Can virtual influencers replace human influencers? --Tests based on content characteristics and product type
This is all the raw data covered in above thesis, including the pretest data as well as the data used in Study 1 and Study 2
DOI: 10.6084/m9.figshare.28546961.v1
title: Supplementary File 3: 75p_AA_RAW

description: Supplementary File 3: 75p_AA_RAW
DOI: 10.17632/5nvsr46h3b
title: Data for: Oxygen-Mediated Composition Modulation of Magneto-structural Transformations in Magnetocaloric (Mn,Fe)2(P,Si) Alloys

description: Raw and analyzed data sorted by figure for "Effect of Carbide Formation on Phase Equilibria and Compositional Modulation of Transformation Properties in (Mn,Fe)2(P,Si) Alloys" manuscript
DOI: 10.17632/pvcn442dkp
title: Data for: Comparative Analysis of Cooling Energy Performance between Water-Cooled VRF and Conventional AHU Systems in Commercial Building
DOI: 10.17632/v5vm3dmm8y
title: Global view on the metabolism of RNA poly(A)-tails in yeast Saccharomyces cerevisiae

description: The polyadenosine tail (poly[A]-tail) is a universal modification of eukaryotic messenger RNAs (mRNAs) and non-coding RNAs (ncRNAs). In budding yeast, Pap1-synthesized mRNA poly(A)-tails enhance export and translation, whereas the Trf4/5-mediated polyadenylation of ncRNAs facilitates degradation by the exosome. Using Direct RNA Sequencing, we decipher the extent of poly(A)-tail dynamics in yeast defective of all relevant exonucleases, deadenylases, and poly(A)-polymerases. Predominantly ncRNA poly(A)-tails are 20-60 As long. Poly(A)-tails of newly made mRNAs are 50 adenosine long on average with a upper limit of 200 As. Extensive exonucleolysis by Trf5-assisted nuclear exosome and cytoplasmic deadenylases trim mRNA poly(A)-tails to the lengths of 40 adenosines on average. Surprisingly PAN2/3 and CCR4-NOT deadenylase complexes have a large pool of non-overlapping substrates mainly defined by expression level. Finally, we demonstrate that mRNA poly(A)-tail length strongly responds to growth conditions such as heat and nutrient deprivation.
DOI: 10.6084/m9.figshare.14464767.v1
title: Supplementary Material for: Shifts in the Skin Microbiota after UVB Treatment in Adult Atopic Dermatitis

description: <b><i>Background:</i></b> The pathophysiology in atopic dermatitis (AD) is not fully understood, but immune dysfunction, skin barrier defects, and alterations of the skin microbiota are thought to play important roles. AD skin is frequently colonized with <i>Staphylococcus aureus</i> (<i>S. aureus</i>) and microbial diversity on lesional skin (LS) is reduced compared to on healthy skin. Treatment with narrow-band ultraviolet B (nb-UVB) leads to clinical improvement of the eczema and reduced abundance of <i>S. aureus</i>. However, in-depth knowledge of the temporal dynamics of the skin microbiota in AD in response to nb-UVB treatment is lacking and could provide important clues to decipher whether the microbial changes are primary drivers of the disease, or secondary to the inflammatory process. <b><i>Objectives:</i></b> To map the temporal shifts in the microbiota of the skin, nose, and throat in adult AD patients after nb-UVB treatment. <b><i>Methods:</i></b> Skin swabs were taken from lesional AD skin (<i>n</i> = 16) before and after 3 treatments of nb-UVB, and after 6–8 weeks of full-body treatment. We also obtained samples from non-lesional skin (NLS) and from the nose and throat. All samples were characterized by 16S rRNA gene sequencing. <b><i>Results:</i></b> We observed shifts towards higher diversity in the microbiota of lesional AD skin after 6–8 weeks of treatment, while the microbiota of NLS and of the nose/throat remained unchanged. After only 3 treatments with nb-UVB, there were no significant changes in the microbiota. <b><i>Conclusion:</i></b> Nb-UVB induces changes in the skin microbiota towards higher diversity, but the microbiota of the nose and throat are not altered.
DOI: 10.6084/m9.figshare.19425653.v1
title: COMSOL project file for CED simulation - Catheter tip inside tumour

description: Baseline tumour microenvironment conditions (Hydraulic conductivity of the tumour interstitial space, k=2×10<sup>-13</sup> m<sup>2</sup>/(Pa.s); Diameter of vessel wall pores, Do=100 nm). <br>Catheter tip is located inside the tumour region.
DOI: 10.6084/m9.figshare.7623953.v1
title: Plots source data

description: Contains the data necessary for the plots of the figures of the article.<br>
DOI: 10.17632/3hhvc6bkff
title: Changes in demand due to population aging in a natural resource and service-based economy: application of the Miyazawa models and the Almost Ideal Demand System

description: The database and R codes are provided to obtain results using the Miyazawa-style input-output matrix, divided by age groups and productive sector. As well as a simulation of a demographic shock for older adults.
DOI: 10.17632/wmrgrb455c
title: Conjunto de dados de prontuários médicos de paciente COVID-19

description: Amostras coletadas de prontuários de pacientes COVID-19.
Rótulos: melhora clinica, óbito
DOI: 10.6084/m9.figshare.13064063.v2
title: Wikidata items with PubMed IDs – 2020-08-20

description: A simple tab-separated file, gzipped, listing Wikidata identifiers (Q numbers) with PubMed identifiers (PMID). There are over 31 million Wikidata items with PMIDs.
DOI: 10.6084/m9.figshare.14333222.v4
title: Nonlinear enhancement of radiative absorption by black carbon in response to particle mixing structure

description: This is the full dataset shown in the figures and tables in <i><b>Nonlinear enhancement of radiative absorption by black carbon response to particle mixing structure</b></i>
DOI: 10.17632/6499ywdrfx
title: AVARO DATA

description: CYBER DATA AVARO
DOI: 10.17632/bm586r3r5x
title: δ¹³C and δ¹⁸O limestone records as proxies for Mid-Carboniferous climate in Northwestern Mexico

description: δ¹³Ccarb and δ18Ocarb values in 38 limestone samples from the Mississippian-Pennsylvanian Boundary (MPB) cropping out in the Sierra Agua Verde, and 16 samples from the southwestern sector of Cerro Las Rastras, both located in Sonora, NW Mexico.
DOI: 10.17632/fcnmmsn857
title: IMU-based Human Activity Recognition Dataset

description: This dataset was collected using an Inertial Measurement Unit (IMU) sensor connected to a Raspberry Pi, capturing the motion data for six different activities that include: walking upstairs, walking downstairs, walking, jogging, sitting, and standing. The target column, being activity was initially stored as text then later it was mapped into numerical values for easier analysis. 

The dataset contains 15,980 observations with seven columns, six of them representing the sensor readings and one indicating the activity label. The six sensor data includes three-axis acceleration and three-axis gyroscope which provides information on both linear acceleration and angular velocity. 

This dataset is useful for Human Activity Recognition (HAR) research, with potential applications in areas of machine learning-based classification and healthcare monitoring such as rehabilitation or fall detection. 

Accelerometer Data: 
- ax : acceleration along the X-axis. 
- ay : acceleration along the Y-axis. 
- az : acceleration along the Z-axis.

Gyroscope Data: 
- gx : angular velocity along the X-axis. 
- gy : angular velocity along the Y-axis.
- gz : angular velocity along the Z-axis.

Activity label: 
1 = walking upstairs.
2 = walking downstairs.
3 = walking.
4 = sitting.
5 = standing. 
6 = jogging.
DOI: 10.17632/yrdhjh37ym
title: Local ecological knowledge and perception

description: Understanding how socio-ecological variables influence Local Ecological Knowledge (LEK) and perceptions of ecosystem services among farmers near protected areas is crucial for designing effective biodiversity conservation initiatives. We used participatory methodologies with 80 farmers from agrarian settlements in the Cerrado biome, Brazil, to quantify LEK and assess ecosystem service perceptions via an adapted Q-methodology. Data on thirteen socio-ecological variables, including age, gender, farm size, education, conservation engagement, and interactions with protected areas, were collected. Using a Random Forest (RF) modelling approach, we identified the most influential variables on LEK and perceptions.Interviews were approved by the Ethics Committee of the University of Brasília (CAAE: 30574620000005540). LEK scores were based on detailed information about species, ecosystems, and conservation actions. Scores ranged from 0 to 60, with a maximum of 62 points for exceptional details. We assessed ecosystem service perceptions using the CICES 5.2 classification, selecting 13 services from regulation, provision, and cultural classes. Data were collected using a Q-sort table ranging from -5 (extremely negative) to 5 (extremely positive), and scores from 0 (not noticed) to 5 (extremely important) were assigned.To understand changes in ecosystem services, we included open-ended questions about perceived landscape changes, specific changes, and future factors affecting ecosystem services. Using RF modelling, we evaluated the variability of socio-ecological variables associated with LEK and perceptions. ANOVA and Tukey's post-hoc test assessed significant variations, while the Kruskal-Wallis test and Dunn's test analyzed non-parametric data.We also explored how LEK and ecosystem service perceptions varied among different farmer types, classifying farms into: (1) self-consumption, (2) soybean monoculture, (3) ecotourism, (4) animal production in silvopastoral systems, and (5) agroecological farms. A descriptive analysis highlighted the contribution of each socio-ecological variable to LEK and perceptions. Principal Component Analysis (PCA) was used to assess variations in LEK and ecosystem service perceptions.
DOI: 10.6084/m9.figshare.10735652.v1
title: A global database of Paired Resorption Efficiency of Nitrogen and Phosphorus (PRENP, Version 1.0)

description: We complied a global database of Paired Resorption Efficiency of Nitrogen and Phosphorus (PRENP, Version 1.0) in leaves of terrestrial plants based on literature surveyed via Web of Science (http://isiknowledge.com), Google Scholar (https://scholar.google.com) and the China National Knowledge Infrastructure (http://www.cnki.net). The key words ‘nitrogen resorption’ and ‘phosphorus resorption’ were used to search published studies of leaf NRE and PRE. Data were included only when NRE and PRE were measured simultaneously. To avoid misattributing natural nutrient limitation due to anthropogenic disturbances, we excluded data for intensively managed ecosystems (e.g., agroforest, fertilized plantations, sown pastures, croplands and urban forests). Overall, our database includes observations of leaf NRE and PRE across 171 sites. For each site, we first averaged values of NRE (NRE<sub>dom</sub>) and PRE (PRE<sub>dom</sub>) for all reported dominant species, respectively. If data on several forest stands or grassland plots were reported at the same site, NRE<sub>dom</sub> and PRE<sub>dom</sub> were averaged before computing NRE<sub>dom</sub>/PRE<sub>dom</sub>. Site-averaged NRE<sub>dom</sub>/PRE<sub>dom </sub>was then calculated as an indicator of relative nutrient limitation. Please find more information in the Nature Geoscience paper by Du et al.
DOI: 10.6084/m9.figshare.16896214.v1
title: BIOMECHANICAL RESPONSES OF NORDIC WALKING IN PEOPLE WITH PARKINSON’S DISEASE

description: Dataset from Leal-Nascimento et al., 2021. BIOMECHANICAL RESPONSES OF NORDIC WALKING IN PEOPLE WITH PARKINSON’S DISEASE<br>