cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/7jw62vmkm5
title: Sunopta financial data

description: SunOpta is a commodity fruit and plant milk producer benefiting from excitement around oat milk.  The stock spiked and is returning to a lower level, as it tends to do historically after investors get burned by management's hype and remember that this is a terrible business.

 

Let's start on oat milk, which is growing quickly and is the main source of investor excitement.  Making oat milk is easy-- oats, water, and a blender.  You can do it at home if you want, at a fraction of the cost of packaged oat milk.  Their largest customer is Starbucks, which has been pushing oat milk, and STKL has been building the capacity for them as well as Planet Oat, owned by Hood.

Per the Chobani S-1, oat milk market size in 2021 was $370M at retail.  It has grown since then, mostly through pricing.  Back of the envelope, assuming that oat milk was $3/half gallon in 2021 (and $4 now), then this was around 240M liters.  STKL is building a new plant in Fort Worth.  Oatly/Ya Ya are also building a new plant in Fort Worth.  The combined capacities of these plants are 300M liters.  Even assuming strong volume demand growth since 2021, the impact on supply will be massive and should tip the market into oversupplied.  Since oat milk was 18% of the plant-based category in 2021 (per Chobani), it is likely 25-30% now, implying that share gains may be tougher to come by.

Last quarter, OTLY reported 7% volume growth.  Assuming STKL saw the same pricing growth as OTLY (30%), then their volumes grew 3%.  Overall Q1 revenues and EBIT were down for STKL in Q1.  I don't think it's crazy to say that increasing market supply >50% into flattish volume trends will lead to pricing pressure, and it seems likely that revenue growth could/should be negative for this segment over the next 12 months.  OTLY is still a customer of STKL, and will in-source that production, which is an additional headwind.  Additionally, oat prices have mean-regressed after a sharp spike, and as OTLY is paid a processing fee with oats as a pass-through cost, this should also pressure the topline.  

And what if oat milk is a true fad?  This seems possible to me-- after all, it doesn't taste that great.  A weak consumer might balk at paying $1 upcharges on their lattes, or another trendy plant might be blended into a new "milk".
DOI: 10.6084/m9.figshare.13543121.v1
title: EDGAR HTAP emissions

description: China historical anthropogenic emissions for figure 1 in the reference (doi:10.1016/j.atmosres.2018.05.008)
DOI: 10.17632/xjz27scmjd
title: Transcriptomic data of BT549 triple negative breast cancer cells treated with 20 μM NU7441,a DNA-dependent kinase inhibitor

description: DNA-dependent protein kinase catalytic subunit (DNA-PKcs) is a multifunctional serine-threonine protein kinase that plays pleiotropic roles in cancer.NU7441 is a specific DNA-PKcs inhibitor.We investigated the effect of the DNA-dependent kinase (DNA-PK) inhibitor, NU7441, on the transcriptome of BT549 triple negative breast cancer (TNBC) cells.Total RNA extracted from NU7441 or vehicle-treated cells was processed for preparation of sequencing libraries . Assessment of read quality was performed using fastqc tool. Trimming and filtering low-quality reads were performed using fastp. Reads were aligned by hisat2. SAM files were converted to BAM files using Samtools. Mapped reads were quantified using featureCounts.The RNA sequencing results were also subjected to gene differential expression analysis, Gene Ontology (GO) analysis and KEGG pathway analysis. After NU7441 treatment, total number of 2045 differential genes were selected according to |log2(FoldChange)| &gt;= 1 & padj&lt;= 0.05, among which 1365 genes were down-regulated and 680 genes were up-regulated. The differential genes in pattern recognition receptors (PRRs) immune responses signals, including NOD-like receptor signaling, Toll-like receptor signaling, RIG-I-like receptor signaling and Cytosolic DNA-sensing pathways were noted in this paper .
DOI: 10.6084/m9.figshare.23653755.v2
title: DATASET - <strong>Situated Learning Theory e as comunidades de prática: subsídios para a reabilitação social de pessoas com estomias</strong>

description: Os 18 artigos inclusos por adotarem o referencial de Étienne Wenger, em concordância com outros autores e foram classificados como teóricos e literatura cinzenta (Quadro 1) e pesquisas primárias (Quadro 2). <br> The 18 articles included for adopting Étienne Wenger's framework, in agreement with other authors and were classified as theoretical and gray literature (Box 1) and primary research (Box 2).
DOI: 10.6084/m9.figshare.5126701.v1
title: Supplementary Material for: Unspecific Abdominal Symptoms and Pneumobilia: A Rare Case of Gastrointestinal Obstruction

description: The case of a 77-year-old woman with symptoms of gastric outlet obstruction is presented. Transabdominal ultrasonography findings were suspicious of Bouveret's syndrome. Upper endoscopy confirmed this diagnosis. Bouveret's syndrome is a rare complication of gallstone disease caused by a bilioenteric fistula leading to gastric outlet obstruction by a gallstone and should be suspected in any patient who presents with pneumobilia without recent endoscopic retrograde cholangiopancreatography or biliary surgery.
DOI: 10.17632/3k39kbgwnc
title: Evaluation of Students Performance through Academia-Industry Partnership

description: This dataset comprises Ethical Approval, IRB Recommendation, Informed Consent, Questionnaire, Participant Consent and Raw data
DOI: 10.6084/m9.figshare.5127256.v1
title: Supplementary Material for: Diminished Nap Effects on Memory Consolidation Are Seen Under Oral Contraceptive Use

description: Many young females take exogenous hormones as oral contraceptive (OC), a condition rarely controlled for in studies on sleep and memory consolidation even though sex hormones influence consolidation. This study investigated the effects of OCs on sleep-related consolidation of a motor and declarative task, utilizing a daytime nap protocol. Fifteen healthy, young females taking OCs came to the sleep lab for three different conditions: nap with previous learning, wake with previous learning and nap without learning. They underwent each condition twice, once during the ‘pill-active' weeks and once during the ‘pill-free' week, resulting in 6 visits. In all conditions, participants showed a significant off-line consolidation effect, independent of pill week or nap/wake condition. There were no significant differences in sleep stage duration, spindle activity or spectral EEG frequency bands between naps with or without the learning condition. The present data showed a significant off-line enhancement in memory irrespective of potential beneficial effects of a nap. In comparison to previous studies, this may suggest that the use of OCs may enhance off-line memory consolidation in motor and verbal tasks per se. These results stress the importance to control for the use of OCs in studies focusing on memory performance.
DOI: 10.17632/7v6gc7bz34
title: Data for: Large-Scale DFT Simulations of Defects and Hydrogen Incorporation in PuO2

description: This repository hosts computational data supporting the findings in the paper: Large-Scale DFT Simulations of Defects and Hydrogen Incorporation in PuO2, Nabeel Anwar, Robert M. Harker, Mark T. Storr, Marco Molinari and Chris-Kriton Skylaris, Phys. Rev. B, 2024, 109, 224102. Available from https://doi.org/10.1103/PhysRevB.109.224102.

UK Ministry of Defence © Crown owned copyright 2024/AWE
DOI: 10.17632/yygfc2v3tv
title: Channel synapse mediates neurotransmission of airway protective chemoreflexes. Soma et al.

description: Extended datasets for the article titled "Channel synapse mediates neurotransmission of airway protective chemoreflexes," published in Cell.
DOI: 10.17632/ttk89d93x6
title: Six samples of data on indoor thermal comfort in tropical countries

description: Contains six datasets (samples 1-6) that show available documentation on indoor thermal comfort in the tropics in relation to demographics, economic aspects, geographical information and climatic context.
DOI: 10.17632/6j57cjkd6t
title: EMIRS water ice cloud effective radius retrievals for one martian year

description: Approximately one Martian year (roughly solar longitude, L_s = 130 degrees from Mars Year 36 to 37; November 2021–September 2023) of thermal infrared spectra from the Emirates Mars Infrared Spectrometer (EMIRS) were utilized for this dataset. Retrieval output for each spectrum is stored as a self describing NetCDF4 file (https://www.unidata.ucar.edu/software/netcdf/).

Variable descriptions are included in the file archive. Coordinate variables associated with the observation are latitude, longitude, solar longitude, local true solar time, emission angle of the observation, and the spacecraft clock timestamp when the observation was made. Output from the aerosol retrieval are stored as data variables and include the surface temperature, water-ice optical depth, water-ice optical depth uncertainty, water-ice effective radius, water-ice effective radius uncertainty, surface anisothermality "slope" correction parameter, surface emissivity correction parameter, estimated water condensation level, and a boolean flag indicating the effective radius retrieval passed quality checks and was considered valid.

Each data point in this archive is associated with one unique EMIRS spectrum as indicated by the onboard spacecraft clock. Data points included here are those which passed quality checks for water-ice cloud optical depth. Data points which did not pass quality checks for the effective radius retrieval are indicated with the "refficevalid" flag.

Description of the retrieval and data in this archive can be found in the manuscript "Spatial and temporal variability of martian water-ice cloud effective radius in EMIRS thermal infrared observations" by Samuel A. Atwood, Michael D. Smith, Michael J. Wolff, Khalid Badri, Christopher S. Edwards, Philip R. Christensen, Alain SJ. Khayat, and M. R. El-Maarry, accepted to Icarus.
DOI: 10.6084/m9.figshare.27098521.v1
title: 675 validated flood events

description: flood event dataset detected and invalidated from Weibo texts
DOI: 10.6084/m9.figshare.3141235.v1
title: verification.rar

description: Verification of the I-IV Allocation framework.Contains: - measurements of average execution time and average power consumption of software components allocated on the CPU, GPU and FPGA - 2 different execution scenarios for image processing - data sets (including usage of the synergy effect) - analysis
DOI: 10.17632/rjysxj8w6m
title: Behavior Based Safety with Rescue Assistants

description: Data from the project "Behavior Based Safety with Rescue Assistants" https://www.uv-bund-bahn.de/arbeitsschutz-und-praevention/fachthemen/psychologie-gesundheitsmanagement/behavior-based-safety-bbs/ or https://fas.thws.de/bbs/forschungsprojekte/abgeschlossene-projekte/
DOI: 10.17632/w9wbn9mpr8
title: Prediction of slaughter weight with body components and liner body measurement of Hararge Cattle at Haramaya University Abattoir, Ethiopia

description: The aim of the study was to determine the relationship between slaughter weight (SW) with body components and liner body measurements and investigate the coefficient of correlation between slaughter weight with body component and liner body measurements to select the best regression equation. Data on liner body measurements (height at wither and at hips, heart girth, body length, height and width of hump, height at fall and hind legs, body sheath height, height at hooks, barrel circumference, width of face, length of face and tail circumference) and slaughter weight of body components (Hot Carcass Weight (HCW), Empty Body Weight (ESW), Internal Offal (IO) and External Offal (EO)) were collected from 62 Hararghe cattle at Haramaya University abattoir.
DOI: 10.6084/m9.figshare.15170277.v2
title: Untitled Item

description: Samsung
DOI: 10.6084/m9.figshare.28457978.v1
title: descriptive spreadsheet and output

description: the research is about improving undergraduate students reading comprehension using Think Pair-Share reading strategy.
DOI: 10.6084/m9.figshare.5038955.v1
title: Env 188B sample readme file

description: Sample readme.txt for UCLA Env 188B students to use as a template for creating their own readme files.
DOI: 10.6084/m9.figshare.7892828.v1
title: gVCF_HG03135

description: 1000 Genomes gVCF mapped to hs37d5 for HG03135. Complete collection: https://doi.org/10.6084/m9.figshare.c.4414307
DOI: 10.17632/nt4h8bnfvw
title: Relative effects of pulsed laser deposition parameters on thin film stoichiometry

description: This is a spreadsheet for exploring the relative effects of ablation, plume expansion, and material condensation during the pulsed laser deposition of thin films. An ablation volume at the target material surface is considered with an area defined by the incident laser beam area and a thickness defined by the laser penetration depth. The spreadsheet is associated with a presentation at the 2022 International Conference on Metallurgical Coatings and Thin Films on the "Relative Effects of Pulsed Laser Deposition Parameters on the Stoichiometry of Thin Films," and with the conference paper to be published in Thin Solid Films.
DOI: 10.17632/5c5djnrbzn
title: Data Collection on Bioinformatics Articles from Web of Science (2022-2024)

description: Description: This dataset includes bibliometric information of 17,810 articles in the field of bioinformatics, collected from Web of Science for the years 2022 to 2024. It contains metadata for each article, such as title, authors, affiliations, publication year, journal name, abstract, keywords, and citation counts. The dataset was utilized for the literature review section of the study titled "Enhancing Scientific Collaboration in Bioinformatics Through Deep Learning and NLP Integration" In Health Informatic Journal. The data supports the identification of key trends, influential works, and significant contributors in the field of bioinformatics. By providing a comprehensive overview of recent research, the dataset aids in understanding the current landscape and informing the study's objectives of improving scientific collaboration through advanced NLP techniques and interdisciplinary efforts.
DOI: 10.17632/h2cz3y3dhb
title: Data for: A comparative FTIR study for supplemented agavin as functional food
DOI: 10.17632/pbffgvrt34
title: Autoregulación y rendimiento académico

description: Información relacionada con autoregulación del aprendizaje en estudiantes de educación superior. Se quiere corroborar la relación entre autoregulación del aprendizaje y el rendimiento académico en estudiantes de educación superior.
DOI: 10.6084/m9.figshare.1482096.v1
title: Digital Humanities 2013, 2014, & 2015 conference program data
DOI: 10.6084/m9.figshare.28254074.v1
title: <b>The Naples Prognostic Score predicts the biochemical recurrence of patients treated with robot-assisted laparoscopic radical prostatectomy</b>

description: The dataset of the manuscript of <b>The Naples Prognostic Score predicts the biochemical recurrence of patients treated with robot-assisted laparoscopic radical prostatectomy</b>
DOI: 10.17632/75hrxbxbmm
title: The Aggravation of Summertime Nocturnal Ozone Pollution in China and Its Potential Impact on the Trend of Nitrate Aerosols 

description: This dataset contains a variety of pollutant concentration data from the China National Environmental Monitoring Center (CNEMC) in the summer of 2015-2019, which can be used to analyze the nationwide distribution of various air pollutant concentrations and their changing trends
DOI: 10.17632/d6yd4rb6t6
title: Natriuretic peptide B plasma concentration increases in the first 12 h of pulmonary edema recovery

description: BACKGROUND: According to guidelines, single determination of B-type Natriuretic peptide (BNP) should be used for distinguishing between cardiac and non-cardiac acute dyspnea at the emergency room. BNP measurement is also recommended before hospital discharge in patients hospitalized for heart failure to assess prognosis and to evaluate treatment efficacy. In acute cardiogenic pulmonary edema, BNP is measured using a single BNP determination, but the temporal behavior of BNP during pulmonary edema recovery is unknown. METHODS: Fifty chronic low ejection fraction (&lt;40%) heart failure patients (age 77 ± 9 years, 17 M-33F) admitted for acute pulmonary edema were studied. Patients were grouped according to 50% dyspnea recovery time into 3 groups: ≤30 min (n = 14), 30 to 60 min (n = 19), and &gt; 60 min (n = 17). BNP was measured at arrival and 4, 8, 12 and 24 h afterwards. RESULTS: At arrival, BNP was elevated in all patients without significant difference among groups. In the entire population, BNP median and interquartile range value were 791 (528-1327) pg/ml, 785(559-1299) pg/ml, 1014(761-1573) pg/ml, 1049(784-1412) pg/ml, 805(497-1271) pg/ml at arrival and 4, 8, 12 and 24 h afterwards, respectively, showing higher values at 8 and 12 h. This peculiar temporal behavior of BNP was shared by all study groups. Patients with the longest edema resolution showed the highest BNP level 8 and 12 h after admission. CONCLUSIONS: In acute pulmonary edema, BNP increased up to 12 h after emergency admission regardless of dyspnea recovery time, making BNP quantitative meaning in the acute phase of pulmonary edema uncertain.
DOI: 10.21233/3ehd-qs79
title: Morské oko biomarker dataset

description: Raw data for the Morské oko biomarker dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.17632/d5kftcmbpd
title: Data for Identifying therapeutic potential of Dioscorea alata for treating Alzheimer's Disease

description: This dataset was collected, cleaned and curated for our research project to find therapeutic potential of Dioscorea alata (Purple yam) for Alzheimer's Disease. The data includes compounds present in Dioscorea alata, the genes involved in Alzheimer's and intersection of genes that interacted with compounds. These interactions were observed and visualized, to understand how these compounds are related with the Alzheimer's Disease markers and had significantly for their role in neuroprotection and anti-inflammatory pathways.
DOI: 10.6084/m9.figshare.7175072.v1
title: Effective charge dataset of electromigration for machine learning

description: 1. Data. Fig X.csv and Fig SX.csv: Contains all the data used to make Figure X and Figure SX in the manuscript and the SI, respectively.<br>2. Original data set: The complete database used in the study, including all effective charges and all descriptors for all the alloy and pure metal systems is entitled “Dataset(used)”. The complete initially developed database is entitled “Dataset(whole)”.
DOI: 10.17632/fj2fpb5y96
title: Nutrient Potential Leachability in a Sandy Soil Amended with Manure-based fertilizers

description: Nutrient Potential Leachability in a Sandy Soil Amended with Manure-based fertilizers
https://doi.org/10.3390/agronomy13040990
DOI: 10.6084/m9.figshare.13589579.v1
title: Gene network module changes associated with the vertebrate fin to limb transition

description: Lin_ zebrafish_integrated_network.txt: The zebrafish integrated network used to analyze pectoral and pelvic fin modules. This gene network was enhanced by anatomy ontology during our previous work. <br>Schlicker_mouse_integrated_network.txt: The mouse integrated network used to analyze forelimb and hindlimb modules. This gene network was enhanced by anatomy ontology during our previous work. <br><br>zebrafish_anatomy_profiles.txt: Gene-anatomy entity associations in zebrafish used for this work.<br><br>Mouse_anatomy_profiles.txt: Gene-anatomy entity associations in zebrafish used for this work.<br>
DOI: 10.6084/m9.figshare.5649394.v4
title: Imine formation from neat aromatic primary amines and benzaldehyde (optimized using (aug)-pcseg-0) (part II)

description: Additional Input and output files from quantum chemical computation of the reaction mechanism<br>
DOI: 10.17632/rmdstjb7j3
title: Cumulative bleaching undermines systemic resilience of the Great Barrier Reef

description: This zip file contains R code and datasets needed to reproduce figures 1, 2 (inset), and 4(inset), and S2-S3; MATLAB codes to analyse the cumulative impacts of bleaching on larval supply, conduct probability analysis of cumulative bleaching events, and reproduce figure S1.
 
For article: "Cumulative bleaching undermines systemic resilience of the Great Barrier Reef" 
by Cheung et al. 2021. Current Biology 
Author & copyright: 
Cheung, Mandy; Hock, Karlo; Skirving, William; Mumby, Peter (2021), “Cumulative bleaching undermines systemic resilience of the Great Barrier Reef”, Mendeley Data, V1, doi: 10.17632/rmdstjb7j3.1

If using these outputs, please cite the following publication:
Cheung, M.W.M., Hock, K., Skirving, W., and Mumby, P.J. (2021). Cumulative bleaching undermines systemic resilience of the Great Barrier Reef. Current Biology. 10.1016/j.cub.2021.09.078
DOI: 10.6084/m9.figshare.25003418.v1
title: Western blot

description: About Western Blot
DOI: 10.17632/9y5vh52pss
title: Data for: Global Factors and Trend Inflation

description: Replication files and data for Kamber and Wong, "Global Factors and Trend Inflation," Journal of International Economics.
DOI: 10.17632/329zrbpkc8
title: The Relationship Between Parents' Oral Hygiene Knowledge and Children with Down Syndrome's Oral Hygiene via OHI-S

description: this is data questioners about Parents' Oral Hygiene Knowledge and Children with Down Syndrome's Oral Hygiene via OHI-S. From parents who had children  with Down Syndrome's to get relationship of Parents' Oral Hygiene Knowledge and Children with Down Syndrome's Oral Hygiene via OHI-S
DOI: 10.17632/tp8nx5jhyv
title: Inverse Kinematics of a 5-DOF Hybrid Manipulator. MATLAB Files

description: This dataset presents MATLAB files that solve the inverse kinematics problem for a 5-DOF hybrid (paralell-serial) manipulator, introduced in paper doi.org/10.3103/S1052618818050059 in Fig. 11 of the paper (one can also consider paper doi.org/10.31857/S023571190001553-9 or https://elibrary.ru/item.asp?id=36425431 for the original version in Russian). The corresponding paper describing the applied inverse kinematics algorithm is going to appear soon: please check the list of works at https://orcid.org/0000-0002-3928-5440.

The dataset includes the following functions and folders:

1. Function "main.m" is a complete program, which solves the inverse kinematics problem and plots the results. It can be run using "Run" or "Run and Advance" commands in the "Editor" tab.
2. Folder "Init" includes function "initParams.m," which sets the geometrical parameters of the considered manipulator.
3. Folder "Kinematics" includes:
  3.1. Function "ikp.m," which solves the inverse kinematics problem.
  3.2. Function "traj.m," which sets the trajectory used for the analysis.
  3.3. Function "PoESym.m," which generates auxiliary functions, presented in folder "Auxiliary," from symbolic expressions. This function is not necessary to run "main.m," because all the required auxiliary functions, which are necessary, have already been generated in this dataset.
4. Folder "Plot" includes:
  4.1. Function "plotIKP.m," which plots the solution of the inverse kinematics problem.
  4.2. Function "plotTraj.m," which plots the trajectory set in "traj.m" and used for the analysis.
  4.3. Function "plotMech.m," which plots the manipulator in the required configuration.
  4.4. Function "plotSettings.m," which provides plot settings for the plots generated by "plotTraj.m" and "plotMech.m."