cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/58dsmvjhbw.1
title: A simplified approach for estimating dihydrotestosterone (DHT) reduction when taking finasteride, and/or dutasteride

description: Dihydrotestosterone (DHT) is associated with benign prostatic hyperplasia, prostate cancer, and androgenetic
alopecia (male pattern hair loss). The enzyme 5α-reductase (5a-R) converts testosterone to DHT. Finasteride and
dutasteride are the most commonly prescribed 5a-R inhibitors (blockers), approved for the treatment of prostate
and/or hair issues. While the dosages are standardised, some persons have concerns for adverse health effects and
experiment with lower or less frequent dosages or combinations of the two drugs. In this paper we model the intake
of these drugs, separately or simultaneously, at different dosages and frequencies. The model is a simplified
approach of previously published models with simplified pharmacokinetics, but expanding the pharmacodynamics
to include both drugs simultaneously. The results are compared with the literature and different drug dosages and
combination protocols are discussed.
DOI: 10.15468/dl.4xn7mj
title: Occurrence Download

description: A dataset containing 255 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pentzia lanata Hutch."
 ]
}

 The dataset includes 255 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023470-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mk768y
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pentzia argentea Hutch."
 ]
}

 The dataset includes 69 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023471-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7916/d85m63t2
title: Research Without Borders Twitter Archive, #rwob, April 29, 2014

description: The dataset includes all tweets using the hashtag #rwob made between April 22 and May 7th, 2013. The hashtag was associated with the Research Without Borders event held at Columbia University on April 29, 2014. In this panel event, the current landscape of open access policy development in the USA, Canada, and Latin America was compared and contrasted. Panelists with views from across the Americas discussed the differing national perspectives around open access to research.This collection of Twitter data was harvested using version 5.1 of Martin Hawksey's Twitter Archiving Google Spreadsheet (TAGS v5.1), which is available from his blog (http://mashe.hawksey.info/2013/02/twitter-archive-tagsv5/).
DOI: 10.25345/c5513v720
title: MassIVE MSV000095905 - Microbiome Reciprocal Transfer Experiment 2023 - Investigating the effect on the host of `mismatched` microbiomes
title: Full reciprocal transfer of microbiomes between nine host strains of phytoplankton and microbe-free controls (Kuijpers et al unpublished). Microbiomes were naturally recruited from lake and stream water in an assembly experiment (Broe et al unpublished). Transferred microbiomes were added to axenic hosts and grown for 7 or 14 days before control or heat shock treatment.
DOI: 10.15468/dl.y9eqxw
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is New Mexico State Collection of Arthropods",
 "TaxonKey is Melissodes Latreille, 1829"
 ]
}

 The dataset includes 204 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023473-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hj4xav
title: Occurrence Download

description: A dataset containing 74918 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucometis P.L.Sclater, 1856"
 ]
}

 The dataset includes 74918 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023472-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/9437378
title: Runescape Grand Exchange Data
DOI: 10.7916/d83x84px
title: 9th International Data Curation Conference Twitter Archive, #IDCC14, February 17-March 17, 2014

description: This collection of Twitter data was harvested using version 5.1 of Martin Hawksey's Twitter Archiving Google Spreadsheet (TAGS v5.1), which is available from his blog (http://mashe.hawksey.info/2013/02/twitter-archive-tagsv5/). Tweets were harvested using the hashtag #IDCC14, which was associated with the International Data Curation Conference held in San Francisco, CA on February 24-27, 2014. The earliest archived tweet is from February 17, 2014. The latest is from March 17, 2014.
DOI: 10.7912/kz0w-rt11
title: Data for Anabolic therapy via romosozumab in combination with PTH suppression improves bone microarchitectural and mechanical properties in aging mice with adenine-induced CKD
DOI: 10.15468/dl.7973vp
title: Occurrence Download

description: A dataset containing 1476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Polystomatidae"
 ]
}

 The dataset includes 1476 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023475-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bdqd62
title: Occurrence Download

description: A dataset containing 74656 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucometis penicillata (Spix, 1825)"
 ]
}

 The dataset includes 74656 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023474-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3pzq8
title: Occurrence Download

description: A dataset containing 586 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is NEON Biorepository Fish Collection (Vouchers)"
 ]
}

 The dataset includes 586 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023477-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hjcfau
title: Occurrence Download

description: A dataset containing 74654 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Eucometis penicillata (Spix, 1825)"
 ]
}

 The dataset includes 74654 records from 156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023476-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/c6d78n2zkn.1
title: Students Study Skills and Depression: A Randomised Controlled Study in a Large Medical School

description: Abstract: 
Purpose : The burden of depression among medical students is rising and it extends to future practice, influencing patient safety and care. To enhance the educational experiences of medical students, it is vital to explore ways to reduce the impact of depressive symptoms on learning and mental health. This study sought to assess the impact of a study skills course (intervention) on the rate and severity of depressive symptoms.
Introduction
Higher education introduces students to new social environments for example increasing academic pressures that could lead to stress, anxiety, and depression. Ultimately, these ailments can negatively impact student performance and progress. Many health college students commonly experienceexperience mental health issues; depression being the most prevalent
Methods : A rarndomised controlled educational trial was conducted on 3rd year medical students, of King Saud University, in the period between January 2022 and May 2022. 
The Study Skill Inventory (SSI) was used to assess students’ study skills and the Patient Health Questionnaire (PHQ-9) for depressive symptoms of participants in the control and intervention groups, before and after the intervention, i.e., the study skills course. In addition to descriptive statistics, mean ranks of the pre-post test scores of the intervention and control groups were compared using Mann Whitney-U and Wilcoxon sign rank tests as appropriate.
Results : Of the 69 medical students who took part in the study, 36 were randomly assigned to the intervention group, while 27 and 34 students filled out the pre-intervention and the post-intervention students’ satisfaction survey of their study habits, respectively. No statistically significant differences were observed in the PHQ-9 and SSI scores between the intervention and control groups, both pre and post the study skills course. Around 76.5% of students assessed the course as good or excellent and found the course meeting their expectations (62%).
Conclusion : This study revealed no statistically significant improvement in depressive symptoms following the study skills course. It is recommended for future similar studies to implement interventions in a course that counts for students’ grade or at least to administer the study skills learning intervention before the crowded formal curriculum starts.
Keywords : Medical student, online course, impact, emotional well-being, study habit, PHQ-9 
A meticulous design is paramount when planning any interventional study that involves medical students students, and the study should guarantee an optimal uptake of the intervention. This may be achieved by either making the course mandatory or carrying out the study skills course before formal learning in the school.
A meticulous design is paramount when planning any interventional study that involves medical students students, and the study should guarantee an optimal uptake of the intervention.
DOI: 10.17632/mshv5vp83c.1
title: Research Data 3

description: Probiotic effect of Glycyrrhiza polysaccharide on healthy body.
DOI: 10.7916/d86m34tn
title: #MLA14 Twitter Archive, 9-12 January 2014

description: #MLA14 is the hashtag which corresponded to the 2014 Modern Language Association Annual Convention. The Convention was held in Chicago from Monday 9 to Sunday 12 January 2014. A combination of Twitter Archiving Google Spreadsheets (Martin Hawksey's TAGS v5; available at http://mashe.hawksey.info/2013/02/twitter-archive-tagsv5/) was used to harvest this collection. OpenRefine (http://openrefine.org/) was used for deduplicating the data. An initial analysis of the data was posted as a series of blog posts by Ernesto Priego published between 16 January and 22 January 2014 at MLA Commons (http://remoteparticipation.commons.mla.org/2014/01/16/mla14-a-first-look/) (accessed 4 February 2014).
DOI: 10.15468/dl.aqhjem
title: Occurrence Download

description: A dataset containing 550 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dyerophytum africanum (Lam.) Kuntze"
 ]
}

 The dataset includes 550 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023478-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25966/qsf7-cr81
title: Spaceflight Modulates Gene Expression in Astronauts

description: Astronauts are exposed to a unique combination of stressors during spaceflight, which leads to alterations in their physiology and potentially increases their susceptibility to infectious pathogens. Here we report the first microarray evaluation of any astronaut tissue sample, specifically whole blood, before and after spaceflight using an array comprising 234 well-characterized stress response genes. Differentially regulated genes included those important for DNA repair, oxidative stress, and protein folding/degradation. Microarrays comprising 234 well characterized stress-related genes were used to profile transcriptomic changes in six astronauts before and after short-duration spaceflight. Blood samples were collected for analysis from each eastronaut 10 days prior and 2-3 hours after return from spaceflight. Data submitted for platform GPL140 contain genes that have been pre-filtered by the analytical software to remove values of low certainty, resulting in missing values for some samples. Unfortunately, these original data are no longer available due to physical damage at Tulane University during hurricane Katrina, but the processed values were retained in redundant locations and these are submitted for upload to GEO.
DOI: 10.15468/dl.dm486t
title: Occurrence Download

description: A dataset containing 664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Ratufa macroura (Pennant, 1769)"
 ]
}

 The dataset includes 664 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023479-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/f8jjpnjc3d.1
title: Francisella aquatica, a novel beta-lactamase-negative member of the family Francisellaceae isolated from coastal seawater

description: Two strains (19S2-4 and 19S2-10) were isolated from seawater near the shore in Huizhou, Guangdong Province, China. They represent a novel species within the genus Francisella, for which the name Francisella aquatica sp. nov. is proposed.
DOI: 10.17632/x2zb76v474.1
title: MANGO PICKLE

description: Project Title: Good and Bad Classification of Mango Pickle (Mangifera indica) Using Redmi 10 Prime Mobile Camera

Description:

The project, "Good and Bad Classification of Mango Pickle (Mangifera indica)," aims to develop a machine learning model capable of distinguishing between good and bad samples of mango pickle. A dataset of more than 500 images, evenly divided between good and bad mango pickle samples, has been created. The images were captured using a Redmi 10 Prime mobile camera, providing high-resolution visual data. A white background was used to highlight the pickle, and images were taken in natural daylight to ensure optimal lighting conditions for accurate analysis.

Dataset Composition:

Good Samples (High-Quality Mango Pickle): The dataset includes more than 250 images of high-quality mango pickle. These samples exhibit the desired characteristics of a good pickle, such as vibrant color, proper texture, correct oil and spice distribution, and absence of spoilage indicators like mold or off-putting discoloration. These images represent the positive class in the model, providing examples of what constitutes a well-made, high-quality mango pickle.

Bad Samples (Low-Quality Mango Pickle): Another 250 images represent low-quality or spoiled mango pickle. These samples may show signs of spoilage such as mold, fermentation bubbles, discoloration, or improper texture (either too dry or too watery). These images make up the negative class, helping the model learn to identify pickle samples that do not meet quality standards.


Data Collection Setup:

The images were captured using the Redmi 10 Prime mobile camera, chosen for its ability to capture high-quality, detailed images. The use of a white background helped to create a clear, distraction-free environment, ensuring that the model focuses on the key features of the pickle. Natural daylight was used for illumination to bring out the true colors and textures, providing consistency and reducing shadows or reflections that could distort the image quality.

Image Characteristics:

The images in the dataset vary in terms of the appearance of the mango pickle, influenced by different ingredients, preparation methods, and levels of spoilage or aging. This variability allows the model to generalize well and perform effectively in different scenarios, whether identifying a batch of well-preserved pickles or detecting signs of spoilage.

Data Annotation:

Each image has been manually labeled as either "good" or "bad" based on expert observation of the pickle’s quality. These labels serve as the ground truth, allowing the model to learn the differences between high-quality and low-quality pickle samples.

Data Preprocessing:

The dataset is processed through several steps to ensure that the machine learning model receives clean, standardized inputs:

Resizing: All images are resized to a uniform dimension to ensure consistency across the dataset.
DOI: 10.15468/dl.w72gvf
title: Occurrence Download

description: A dataset containing 30383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Marmota monax (Linnaeus, 1758)"
 ]
}

 The dataset includes 30383 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023480-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ef7ssp
title: Occurrence Download

description: A dataset containing 2602 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monopterus albus (Zuiew, 1793)"
 ]
}

 The dataset includes 2602 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023483-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.redm9e
title: Occurrence Download

description: A dataset containing 398 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Incilius alvarius (Girard, 1859)"
 ]
}

 The dataset includes 398 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023486-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hyz6zd
title: Occurrence Download

description: A dataset containing 2236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (ARG, CHL, PRY, URY, FLK, BRA.21_1, BRA.16_1, BRA.24_1)",
 "TaxonKey is Phoradendron Nutt."
 ]
}

 The dataset includes 2236 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023484-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fq3nfy
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monechma incanum (Nees) C.B.Clarke"
 ]
}

 The dataset includes 149 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023485-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7x4p5q
title: Occurrence Download

description: A dataset containing 8064 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Glaucomys volans (Linnaeus, 1758)"
 ]
}

 The dataset includes 8064 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023482-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.es5hke
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Justicia incana (Nees) T.Anderson"
 ]
}

 The dataset includes 14 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023487-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ubke7d
title: Occurrence Download

description: A dataset containing 88832 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sciurus niger Linnaeus, 1758"
 ]
}

 The dataset includes 88832 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023481-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gpwfp6
title: Occurrence Download

description: A dataset containing 274 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Philetor brachypterus (Temminck, 1840)"
 ]
}

 The dataset includes 274 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0233499-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-28790
title: Correspondence book No. 2 of Pentecostal Missionary Union [PMU], 1920-1921

description: [description english/roman)] Pentecostal Missionary Union [PMU] Correspondence book No. 2 including 31 pages of subject index; 1007 pages of PMU outgoing correspondence.
DOI: 10.15468/dl.hsg3y3
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Begonia foveolata Irmsch."
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088677-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j25eyu
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllichthys punctatus McCulloch, 1916"
 ]
}

 The dataset includes 14 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066969-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-28640
title: Correspondence book No. 2 of Pentecostal Missionary Union [PMU], 1920-1921

description: [description english/roman)] Pentecostal Missionary Union [PMU] Correspondence book No. 2 including 31 pages of subject index; 1007 pages of PMU outgoing correspondence.
DOI: 10.15468/dl.kutvc7
title: Occurrence Download

description: A dataset containing 27038 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Miniopterus schreibersii (Kuhl, 1817)"
 ]
}

 The dataset includes 27038 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0233500-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7qhatk
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Begonia isabelensis Quisumb. & Merr."
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089223-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.