cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/4fn48rn24c
title: Job advertisement and salary monitoring dataset for Latvia in 2021 Q1-Q2

description: In 2018, 28 of November, in Latvia the amendments to Section 32 (3) of the Labor Law entered into force, according with it employers are obliged to indicate in the advertisement wage. This database continue wages  monitoring started in 2019 and show data observation for 2021. 2019 year was first year in Latvia, when based on job advertisement analysis it is possible to conclude about salary by occupations, salary grow. Advertisement analysis is operational pointer in comparison with official statistic data. This dataset represent job advertisement collection from biggest Latvian job advertisement web cv.lv . Data was collected by week in 2021 in Q1-Q2, near 1700 advertisements per week. After collecting dataset was cleared from advertisements, in which it was not possible to identify occupations. After data cleaning dataset consist of 41 138 advertisements. First salary monitoring year (2020) data is possible see here Skribans, Valerijs (2021), “Job advertisement and salary monitoring dataset for Latvia in 2020”, Mendeley Data, V1, doi: 10.17632/f3s8h6dzzf.1
DOI: 10.17632/xm6nwh2dwd
title: Data-set Frailty in elderly people with Diabetes Mellitus and associated factors: longitudinal study

description: Longitudinal study characterized by two evaluations with an interval of 18 months, involving 49 participants aged ≥ 60 years.
DOI: 10.17632/yg7d7x9yv5
title: transaction.csv

description: The transaction.csv file contains 1,000 records, each with a unique Transaction_ID and an itemset listing the products purchased in that transaction. The itemset is stored as a string containing a list of items like milk, shampoo, and eggs. This dataset is useful for market basket analysis using the Apriori algorithm to identify frequently bought item combinations.
DOI: 10.6084/m9.figshare.12284282.v1
title: Climate model precipitation data for a myriad of climate forcings

description: Zip file containing netcdf files of global precipitation data from all climate model simulations listed in Table S1 of the paper "Robust longitudinally-variable responses of the ITCZ to a myriad of climate forcings", by Alyssa R. Atwood, Aaron Donohoe, David S. Battisti, Xiaojuan Liu, and Francesco S.R. Pausata.<br><br>All CMIP5/PMIP3 and CMIP3/PMIP2 climate model data were downloaded from the Earth System Grid Federation (ESGF) node hosted by Lawrence Livermore National Laboratory data repositories (https://esgf-node.llnl.gov/).
DOI: 10.6084/m9.figshare.25721946.v1
title: Supplementary Material for: Impinging flow mediates vascular endothelial cell injury through the PKCα/ERK/PPARγ pathway in vitro

description: Background: This study aims to elucidate the mechanisms underlying endothelial injury in the context of intracranial aneurysm formation and development, which are associated with vascular endothelial injury caused by hemodynamic abnormalities. Specifically, we focus on the involvement of PKCα, an intracellular signaling transmitter closely linked to vascular diseases, and its role in activating MAPK. Additionally, we investigate the protective effects of PPARγ, a vasculoprotective factor known to attenuate vascular injury by mitigating the inflammatory response in the vessel wall. 
Methods: The study employs a modified T chamber to replicate fluid flow conditions at the artery bifurcation, allowing us to assess wall shear stress effects on human umbilical vein endothelial cells (HUVECs) in vitro. Through experimental manipulations involving PKCα knockdown and Ca2+ and MAPK inhibitors, we evaluate the phosphorylation status of PKCα, NF-κB, ERK5, ERK1/2, JNK1/2/3, and P38, as well as the expression levels of PPARγ, NF-κB, and MMP2 via western blot analysis. The cellular localization of phosphorylated NF-κB was determined using immunofluorescence.
Results: Our results showed that impinging flow resulted in the activation of PKCα, followed by the phosphorylation of ERK5, ERK1/2, and JNK1/2/3, leading to a decrease in PPARγ expression, an increase in the expression of NF-κB and MMP2, and the induction of apoptotic injury. Inhibition of PKCα activation or knockdown of PKCα using shRNA leads to a suppression of ERK5, ERK1/2, JNK1/2/3, and P38 phosphorylation, an elevation in PPARγ expression, and a reduction in NF-κB and MMP2 expression, alleviated apoptotic injury. Furthermore, we observe that the regulation of PPARγ, NF-κB, and MMP2 expression is influenced by ERK5 and ERK1/2 phosphorylation, and activation of PPARγ effectively counteracts the elevated expression of NF-κB and MMP2. 
Conclusion: Our findings suggest that the PKCα/ERK/PPARγ pathway plays a crucial role in mediating endothelial injury under conditions of impinging flow, with potential implications for vascular diseases and intracranial aneurysm development.
DOI: 10.6084/m9.figshare.26984597.v1
title: Articulated ankle-foot orthoses associated with home-based task-specific training improve functional mobility in patients with stroke: a randomized clinical trial

description: We compared fixed and articulated ankle-foot orthoses (AFOs) in home-based mobility tasks to assess short-term mobility, dynamic balance, quality of life, anxiety/depression, disability level, stroke severity, autonomy, human functioning, and patient satisfaction. This was a two-arm, parallel-group, randomized controlled trial with concealed allocation, assessor blinding, and a complete case analysis involving patients with chronic stroke. The participants were randomized into two groups: fixed (<i>n</i> = 24) and articulated (<i>n</i> = 23) AFOs. The AFOs were custom-fabricated, and both groups performed four-week home-based mobility tasks five days weekly. Primary outcome measures included changes in balance and mobility assessed using the Tinetti Performance-Oriented Mobility Assessment (POMA), Timed Up and Go (TUG) test, and Functional Ambulation Category (FAC). Secondary outcomes included quality of life, anxiety/depression, disability, stroke severity, autonomy, human functioning, and patient satisfaction. In a between-group comparison, after adjusting for age, sex, stroke severity, and thrombolysis, the articulated AFO group showed better performance in the TUG test (<i>p</i> = 0.020; d = 0.93), POMA-Gait (<i>p</i> = 0.001; d = 0.53), POMA-Total (<i>p</i> = 0.048; d = 0.98), and FAC (<i>p</i> = 0.003; d = 1.03) than the fixed AFO group. Moreover, significant difference was noted in human functioning (moving around using equipment)between the groups (<i>p</i> = 0.047; d = 92). A program involving home-based mobility tasks and articulated AFOs improved functional mobility after stroke.
DOI: 10.6069/9bjq-3h62
title: Selecting the Correct Autosampler Vial and Insert to Improve Reproducibility and Accuracy in Mass Spectrometry Analyses

description: Acquiring accurate and reproducible data is crucial for analytical chemists, however, sample storage and manipulation play a large role in achieving high-quality results. In mass spectrometry, autosampler vials and small-volume inserts are commonly used for sample introduction to the instrument and long-term storage, however, the utility, design, and material of these vary greatly. Here, we assessed differences in data reproducibility, sample loss, and physical differences among vials and inserts made of glass and polypropylene for combinations including (vial/insert): glass/glass (GG), glass/polypropylene (GP), polypropylene/glass (PG), and polypropylene/polypropylene (PP). Six per- and polyfluoroalkyl substances (PFAS) were evaluated for 32 days to determine peak area reproducibility over time since PFAS do not degrade, therefore changes would most likely be due to adhesion and evaporation. On Day 1, the measured average peaks areas for the 6 PFAS were not statistically significant between any combinations, however, PP was the least reproducible (relative standard deviation >10%). All samples were then recapped and stored for one month at -20°C and reanalyzed to compare the peak areas between Day 1 to Day 32. All combinations showed greater than 10% differences in peak area for at least 4 PFAS and both evaporation and adhesion were observed. While the greatest effects due to adhesion occurred in the glass inserts, the glass vials showed the least volume loss to evaporation. Thus, when adhesion and evaporation are considered together, the GP combination is recommended for PFAS analyses as the glass vial reduces evaporation rates and the polypropylene insert minimizes adhesion.
DOI: 10.17632/ddm5bx9npc
title: Supplemental Material for JAAD Research letter: "Merkel cell carcinoma patients with solid organ transplant or hematologic malignancy: demographics, survival, and prognosticators"

description: Supplemental Methods, Figures, and Tables for JAAD Research Letter JAAD-D-21-00354: "Merkel cell carcinoma patients with solid organ transplant or hematologic malignancy: demographics, survival, and prognosticators".
DOI: 10.17632/ksnj7n2b4x
title: Data for: Correlation analysis of rhizosphere microbial diversity and soil physical-chemical properties provides insight into fertilization management during potato cultivation

description: 16S and ITS Sequencing
DOI: 10.17632/6xzk66jdp7
title: Databook

description: M- market cap
D - dps
Cap - capital intensity
Industry - name of industry
PB - price to book
DOI: 10.17632/hjcyzj7gn3
title: Dataset for "Small-scale spatial variability of hydro-physical properties of natural and degraded peat soils"

description: The objectives of this study were to analyze the spatial variability of hydro-physical properties in peat soils and to develop pedotransfer functions (PTFs) for estimating peat hydraulic properties using readily available soil parameters. The data set includes measurements from three study sites representing different peat degradation states (natural, degraded, and extremely degraded), where 72 undisturbed soil cores were collected from 5 m by 5 m grid cells within a 35 m by 40 m area at each site. Key parameters, such as saturated hydraulic conductivity, soil water retention curves (van Genuchten model parameters), total porosity, macroporosity, bulk density, and soil organic matter content, were determined.
This dataset supports the findings of the publication: Wang, M., Liu, H., Lennartz, B., 2021. Small-scale spatial variability of hydro-physical properties of natural and degraded peat soils. Geoderma 399, 115123. And this study was conducted within the framework of the Research Training Group “Baltic TRANSCOAST” funded by the DFG (Deutsche Forschungsgemeinschaft) under grant number GRK2000.
DOI: 10.17632/rwzhrm2yhd
title: Carbon emissions

description: Carbon emissions
DOI: 10.17632/32hv69mnj6
title: Simulation for data-driven sensor delay estimation in industrial processes using multivariate projection methods

description: Source code and results for exactly regenerating the data and results of the simulation study reported in (to be published). Industrial sensory data is simulated and subjected to several data-driven methods for estimating temporal delays between the sensors. A new method is proposed to estimate these delays by optimizing multivariate correlations, and is shown to be more accurate than the currently more standard method that optimizes bivariate correlations.

Updated on March 13th, 2024.
DOI: 10.17632/8vx7wwcftp
title: Data for: Framing as a strategy in corporate political activity: Insights from the food industry lobby against the sugar tax in Ireland.

description: Food industry submissions against the 2018 Irish sugar tax Template analysis Document analysis
DOI: 10.17632/bwbmrxtjpv
title: Evaluating sensor and robotic technologies in the Chinese greenhouse sector using the Bayesian best-worst method: a multi-stakeholder perspective

description: Stakeholder and expert survey data used for research Evaluating sensor and robotic technologies in the Chinese greenhouse sector using the Bayesian best-worst method: a multi-stakeholder perspective
DOI: 10.17632/spsfvcspnk
title: Taenia solium Genetic Analysis

description: This dataset contains genetic data used for the analysis of Taenia solium in the study titled “Phylogenetic characterization of the pork tapeworm Taenia solium in Japan: implications for the enigmatic evolutionary history” (DOI: 10.1016/j.ijpara.2025.04.009).
Any additional information is available from the corresponding authors upon request.
DOI: 10.17632/g4t4p7zfxh
title: Data for: Glaucacetalin E and Galphimidin B from Galphimia glauca and their anxiolytic activity
DOI: 10.17632/yvkbgsngpr
title: Data for: Element and Sr isotope zoning in plagioclase in the dacites from the southwestern Okinawa Trough: insights into magma mixing processes and time scales

description: The major element, trace element and Sr isotope compositions for plagioclase analyzed by EMP, LA-ICP-MS and LA-MC-ICPMS.
DOI: 10.17632/v4pgsyn6dr
title: Cross-sectional data on stablecoin characteristics

description: This cross-sectional dataset depicts the characteristics of stablecoins. Stablecoins are digital currencies that are designed to have a non-volatile value relative to other assets. They represent a relatively young but increasingly important branch of the cryptocurrency market. The dataset qualitatively and quantitatively describes several features for each stablecoin analysed, including information about the affiliation with any cryptocurrency exchange, presence on cryptocurrency exchanges, trading pairs, peg, availability of technical documentation on the stablecoin websites, age, market capitalisation, trading volume, type specified based on collateral and stabilisation mechanism. The dataset was compiled from websites of the stablecoin projects, a crypto-data aggregator, and other auxiliary sources. Each data item presented in this dataset is accompanied by a detailed source. The dataset includes 30 stablecoins that were listed by CoinMarketCap.com (as of 8 May 2022) and launched before 1 July 2021. These are: Tether, USD Coin, Binance USD, Terra USD, Dai, True USD, Pax Dollar, Neutrino USD, Frax, HUSD, Origin Dollar, Gemini Dollar, Stasis Euro, sUSD, Celo Dollar, Qcash, Vai, Steem Dollars, mStable USD, USDK, Rupiah Token, EOSDT, CryptoFranc, NuBits, Italian Lira, Fei, Liquity USD, XSGD, TerraKRW, Basis Cash. The dataset excludes stablecoins that has been suspended, or for which the project’s website was either not available or uninformative or a misclassification as stablecoin was identified. This dataset could be used by researchers, investors, or regulators for cross-sectional comparative studies on the stablecoin market, especially when investigating the relationship between cryptocurrency market developments and stablecoin characteristics.
DOI: 10.17632/y2d2kz3btb
title: Annotated Arabic Sign Language News Dataset

description: The Annotated Arabic Sign Language News Dataset comprises 14 JSON files, each containing annotations for 14 publicly available news videos sourced from the Al Jazeera Channel on YouTube. The annotations are carried out by a native deaf specialist under the guidance of the Mada Qatar Assistive Technology Center, ensuring high-quality labeling of signs performed by a professional sign language interpreter. Each JSON file includes time-aligned sign labels, facilitating various sign language processing tasks such as recognition, translation, and synthesis. Some signs remain unrecognized, marked with a special label as a disclaimer. This dataset is a valuable resource for researchers and developers focusing on Arabic sign language technologies, contributing to advancing sign language processing in the digital domain.

This JSON file contains annotations for a news video sourced from Al Jazeera's YouTube channel. The annotations are done by a native deaf specialist and are structured in a sequential manner, with each sign annotated along with its corresponding start and end times. The annotations include the Arabic sign labels representing the interpreted signs used in the video.

For example:
- The sign "كلهم" ("all of them") appears between 45.106 and 45.436 seconds.
- The sign "اخبار" ("news") appears between 45.436 and 45.867 seconds.
- The sign "تميم" ("Tamim") appears between 48.971 and 49.832 seconds.

The dataset also includes a special label for unrecognized signs, labeled as "لا اعرف الإشارة" ("I don’t know the sign"). For instance, this label is used between 46.736 and 48.191 seconds, indicating that the sign was not recognized by the interpreter.

These annotations are useful for sign language processing tasks such as recognition, translation, and analysis of sign language videos.
DOI: 10.17632/zk9k53zw3z
title: PM2.5/PM10 Ratio Prediction Based on a Long Short-term Memory Neural Network in Wuhan, China

description: Meteorological data, gaseous pollutant data and PM2.5/PM10 values for 59 days in 2017 at coordinates of 10 air quality stations in Wuhan, China.
DOI: 10.6084/m9.figshare.28909766
title: Nutrient availability and seedling growth data from <i>Nothofagus</i> and conifer-broadleaf stands, eastern Wairarapa, New Zealand

description: "Rocky Hill PRS all.csv" contains data on nutrient availability beneath Nothofagus and conifer-broadleaf stands in a New Zealand temperate forest, as measured during two 12-week periods with PRS® probes. The six other spreadsheets contain annual relative growth rates of seedlings of six tree species, measured on plots in both forest types over a two-year period. "Hinau" = <i>Elaeocarpus dentatus</i>, "Pigeonwood" = <i>Hedycarya arborea</i>, "Rewarewa" = <i>Knightia excelsa</i>, "Lemonwood" = <i>Pittosporum eugenioides</i>, "Totara" = <i>Podocarpus totara</i>, "Beech" = <i>Nothofagus solandri</i>.
DOI: 10.17632/5mdp94cjjy
title: QUESTIONARE DATA OF THE LEARNING ACHIEVEMENT

description: QUESTIONARE DATA OF THE LEARNING ACHIEVEMENT
DOI: 10.17632/n67gctmjyj
title: Plant Leaf Freshness and Disease Detection Dataset From Bangladesh

description: This dataset contains images of widely grown crops in Bangladesh. This dataset contains images of leaf diseases and fresh leaves for 6 vegetables. 

The vegetables are Bitter Gourd with 2223 images, Bottle Gourd with 1803 images, Tomatoes with 2449 images, Eggplants with a total of 2944 images, Cauliflowers with 1598 images, and Cucumbers with 1626 images.
DOI: 10.17632/3kxj4ts8ch
title: Data for: Use of Genie 2000 and Excel VBA to correct for g-ray interference in the determination of NORM building material activity concentrations

description: Additional Supporting Information: Appendix S1 – Summary of summing-in and summing-out effects for 228Ac. Appendix S2 – Visual Basic code for Microsoft Excel applications developed in this study.
DOI: 10.17632/vh2nbxfksh
title: The hourly output data of operational model over the Southwest China during June to August from 2017-2019

description: The hourly output data of operational model over the Southwest China during June to August from 2017-2019
DOI: 10.6084/m9.figshare.6984251.v14
title: Channelings

description: Materials related to the Channelings Interviews and described in the paper "Hypno-Channelings: a new tools for investigating channeling experiences".Preprint available at: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3281560<br><br>N_date= original audio interviews in Italian with the channeler NE_date= original audio interviews in Italian with the channeler ED_date= original audio interviews in Italian with the channeler DGroup_date = original audio group interviews in Italian<br>-Group Channelings while in Hypnobe = English translation of multiple channelings interviews-Contents of dialogues with "HIM" = English translation of the channelings with the entity HIM-Agarthian Information = English translation of an Agarthian channeled by E.<br>- Antares's Interviews=English transaltion of an Agarthian, channeled by DD<br><br>
DOI: 10.6084/m9.figshare.26140042.v1
title: Surat wardwise relative indicator data for vulnerability parameters

description: Urban slums are hotspots of infectious diseases like COVID-19 as was seen in the waves of 2020 and 2021. One of the primary reasons why slums are disproportionately affected is their location in inaccessible and uninhabitable zones, crowded and poorly ventilated living spaces, unsanitary conditions and common facilities (water taps, common toilets, etc.). Staying at home during pandemics is hardly an option for slum dwellers as it often means giving up work and even basic necessities. This paper aims to understand the habitat vulnerabilities of slums in the two Indian megacities of Pune and Surat which were the worst hit during both waves. The study is done at the level of wards, which is the smallest administrative boundary, taking the habitat vulnerability (congestion and access to basic services). To identify the explanatory variables which increase the vulnerability of slums to infectious diseases, literature study is done on the triggering factors which affect habitat vulnerability derived from common characteristics and definitions of slum. The aim of the research is to categorize the slums into 3 levels of risk zones and map them subsequently. This study will help in formulating a model to prioritize the allocation of sparse resources in developing countries to tackle the habitat vulnerabilities of the slum dwellers especially during health emergencies of contagious diseases like COVID-19.
DOI: 10.17632/6572d94szh
title: Data for "Building Tall, Falling Short: An Empirical Assessment of Chinese Skyscrapers"

description: See the ReadMe file for instructions on how to use the replication folder.
DOI: 10.17632/nwv25b4r6c
title: COI and 16S Spinibabus in Vietnam (ZOOL-D-23-00097)

description: Integrating a novel algorithm in assessing the impact of floods on the genetic diversity of a high commercial value fish (Cyprinidae: Spinibarbus sp.) in Lang Son province of Vietnam
DNA data
- 16S-15-7 of Spinibabus in Vietnam
- COI -15-7 of Spanibabus in Vietnam
DOI: 10.34740/kaggle/dsv/11633437
title: Egypt Gold Prices | Daily Updated
DOI: 10.17632/56rczw58v8
title: Financial Development and Ecological Footprint: Do Corruption Control and Inflation Make a Difference?

description: Financial Development and Ecological Footprint: Do Corruption Control and Inflation
Make a Difference?
DOI: 10.6084/m9.figshare.21836193.v1
title: Trolling experiences in an Australian sample of adolescents

description: This data was collected online from a sample of 157 Australian adolescents aged 13-18 years between June 2021 and August 2022. After providing written consent, participants responded to a series of demographic questions, questions related to social media/internet use, the Global Assessment of Internet Trolling-Revised, the Adolescent Measure of Empathy and Sympathy, the Rosenberg Self-Esteem Scale, the Youth Psychopathy Traits Inventory-Short Version, the Social Rewards Questionnaire, the Short Sadistic Impulse Scale, and a series of questions related to the experience of trolling. Ethical approval for this study was granted by the University of Southern Queensland Human Research Ethics Committee (Approval No. H17REA260). Detailed information regarding the methodology utilised for data collection can be found in Marrington, J. Z., March, E., Murray, S., Jeffries, C., Machin, T., & March, S. (in press). An exploration of trolling behaviours in Australian adolescents: an online survey. <em>Plos one.</em>
DOI: 10.17632/gnvm98my8c
title: Supplemental Material from JAAD Original Article Titled: Comorbid obesity and history of diabetes are independently associated with poorer treatment response to biologics at 6-months: a prospective analysis in the Corrona Psoriasis Registry

description: This data was collected from patients enrolled in CorEvitas’ Psoriasis Registry from April 2015 through June 2020. Supplemental Table 1: Proportion of patients achieving BSA≤1% and IGA0/1 by drug class and metabolic comorbid disease. Supplemental Table 2. Odds of achieving BSA≤1 and IGA0/1 by drug class and metabolic comorbid disease.