cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/vwzpdrxhhz
title: Data for: Geothermal spas as a local development factor, the case of Poland.

description: The data provides the explanation to the process of building a socioeconomic development model for a municipality in Poland. This data set explains the steps taken in order to reach to an indicator that interprets a local socioeconomic development as well as it provides a hint of methodology selection. We set the hypothesis that the introduction of a geothermal spa accelerates the socioeconomic development of the municipality in which it is established. This assumption is to be verified by socioeconomic development empirical observations of selected locations in Poland that have geothermal water parks in years 1995-2015. Further statistical procedures (Principal Component Analysis, switch regression model) help to verify the research assumption. A constructed indicator of local socioeconomic development undergoes observation together with the geothermal water parks parameters we develop as well. As a result we attempt to confirm the main hypothesis of our research. The data that serves to build the socioeconomic development model of a municipality is obtained from one source i.e. Central Statistical Office in Poland.
DOI: 10.17632/nnh3g2tr9s
title: Synthesis and Characterization of ZnSnN₂ Nanoparticles via Vacuum Arc Melting in Nitrogen Atmosphere for Optoelectronic Applications

description: Research Data
DOI: 10.17632/m6pyzh5s8j
title: Data for: Anti-corruption in aid-funded procurement: Is corruption reduced or merely displaced?

description: Our dataset is available here: http://www.govtransparency.eu/index.php/2019/02/22/data-update-of-world-bank-iadb-and-europeaid-datasets-on-development-aid-funded-contracts-and-projects/ We thought that including this link would compromise the blind review process. However, we would be happy to upload to a data repository once the paper is finalised.
DOI: 10.17632/wbrxbydwds
title: A 14,000-year sediment record of mercury accumulation and isotopic signatures from Lake Malaya Chabyda (Siberia)

description: The frozen soils in Eurasia contain a lot of organic carbon and mercury. As the climate gets warmer and the soil thaws, carbon and mercury might be released into the air and water. To understand these dynamics, a study was conducted on sediment archives from a lake in Russia that go back 14,000 years. 

The study found that the amount of mercury in the sediment was connected to organic carbon. During a very cold period called the Younger Dryas, when the lake level was low, both mercury and carbon in the sediment were low. The lake had poor conditions for life during this time.

As the climate warmed, carbon and mercury inputs increased in the sediment, especially during the early Holocene period. This suggests that more aquatic algae and plant growth traps carbon and mercury. From 4,100 years ago until now, the ratio of mercury to organic carbon kept increasing, indicating more mercury being deposited into the lake. The type of mercury in the sediment changed, showing that more of it was directly taken up by the water. This happened because of more plant growth and better trapping of mercury in the sediment.

The data in this repository includes Age (BP), Hg (ng/g), HgAR (ug/m2/y), d202, D199, D200, and D201.
DOI: 10.17632/dhzgwd2r8s
title: Kasilian G2 Research Layers - Kamari

description: Kasilian G2 Research Layers - Kamari
DOI: 10.17632/7ky724g4jf
title: Metabolomic profile of H1N1-infected human lung epithelial A549 cell after mannose treatment.

description: To comprehensively understand the metabolic alterations induced by mannose treatment, we conducted a targeted metabolomics analysis with a specific emphasis on glucose homeostasis. Our study focused on human lung epithelial A549 cells infected with H1N1 virus. Intriguingly, we observed a significant increase in the levels of 3-phosphoglycerate and lactic acid following H1N1 infection, indicating perturbations in glycolysis. However, these metabolic changes were effectively reversed upon mannose treatment. Additionally, we investigated the impact of mannose treatment on the tricarboxylic acid (TCA) cycle, which is downstream of glycolysis. Our results revealed a similar trend of metabolic alterations in the TCA cycle, suggesting that mannose treatment not only influences the pools of glycolytic intermediates but also affects the metabolites associated with the TCA cycle. These findings shed light on the broader impact of mannose treatment on glucose metabolism and provide valuable insights into the potential therapeutic implications for combating viral infections.

To investigate the effects of mannose treatment on glycolysis and the tricarboxylic acid (TCA) cycle, we conducted a series of experiments using A549 cells. The cells were pre-treated with either mannose (25mM) or PBS overnight. Subsequently, the cells were infected with H1N1 virus at a multiplicity of infection (MOI) of 5 for an additional 24 hours. After the treatment period, targeted metabolomics analysis of glycolysis and the TCA cycle was performed. The obtained results were normalized based on cell number. Statistical analysis was conducted using one-way ANOVA with Dunnett's post-hoc test, with multiple comparisons against the H1N1-PBS group. Each treatment was repeated four times (n=4) to ensure robustness and reliability of the findings. These experiments provide valuable insights into the impact of mannose treatment on the metabolic pathways associated with viral infection, offering potential avenues for therapeutic interventions.
DOI: 10.17632/38y998b2ys
title: Análisis de la violencia basada en género en contextos educativos de educación superior en el Departamento del Cauca, municipio de Popayán: Un enfoque para la prevención y mitigación

description: En este estudio, se llevó a cabo un análisis exhaustivo de la violencia basada en género en contextos educativos de educación superior en el Departamento del Cauca, específicamente en el municipio de Popayán. Se utilizó un enfoque mixto de investigación para recopilar y analizar datos cualitativos y cuantitativos. Los resultados revelaron la presencia de diversos tipos de violencia de género, como el acoso sexual, la discriminación de género y la violencia física. Además, se identificaron factores contribuyentes, como las normas culturales arraigadas, la falta de conciencia y la resistencia al cambio. Con base en los hallazgos, se proponen recomendaciones para prevenir y reducir la violencia de género en estos contextos educativos.
DOI: 10.17632/zbt9tfpkgv
title: MultivariateApart: Generalized partial fractions

description: We present a package to perform partial fraction decompositions of multivariate rational functions. The algorithm allows to systematically avoid spurious denominator factors and is capable of producing unique results also when being applied to terms of a sum separately. The package is designed to work in Mathematica, but also provides interfaces to the Form and Singular computer algebra systems.
DOI: 10.17632/83myp4xfcn
title: METNEC Study

description: The Excel files report the metadata used to build the statistical models and the 4 datasets of the study "Metabolomic analysis to predict the onset and severity of necrotizing enterocolitis".
DOI: 10.17632/2rmg5yw78k
title: Data for: Burma Terrane collision and northward indentation in the Eastern Himalayas recorded in the Eocene - Miocene Chindwin Basin (Myanmar)

description: Includes all supporting data files from this study, including all paleomagnetic data used for magnetostratigraphy and bulk magnetic susceptibility (Table S1), all zircon U-Pb data (Table S2) and all apatite U-Pb / apatite fission track data (Table S3). See text and supporting information for details on analyses and discussion of the data. References for data analysis and previously published zircon U-Pb data are also provided in the text.
DOI: 10.17632/ndb6y3xxc4
title: Features of the city of St. Petersburg (Russia) according to youth survey

description: In the file 'Difference of St.Petersburg' there are answers to the question: What distinguishes St.Petersburg from other cities in the world? They are answers are of 174 respondents, school students in St. Petersburg (Russia) in Russian language. The survey was conducted from December 2017 to May 2018 online using Google forms. The survey had several questions and its data is presented separately. The answers are systematized in 4 variables' table: tradition; innovation; socialization; uniqueness and individual self-expression. All answers were coded within binary oppositions, which are given according to analytical psychology and semiotics. This table is made to catch the trends and ideas in the framework of the choice of representation of the city by students. Classification requires further verification by discussion and focus groups. Primary sorting was carried out by the inductive method of understanding the message's meaning: Does the message talk about resources and data (nature, architecture, climate) or about achievements and opportunities (merit, victory, the role of the city) within the opposition: conservatism versus innovation? Does the message refer to people (hospitality, character, pastime practices) or uniqueness, “genius loci” (atmosphere, culture, art) within the opposition: collectivism versus individualism?
DOI: 10.17632/5pp7tpvrwc
title: A Preliminary Investigation into Teaching Adolescents with Autism to Use Apps to Solve Problems

description: Technology offers exciting possibilities for instruction with learners with autism spectrum disorder (ASD), and limited research has evaluated the use of web-based applications (apps) as learning tools for this population. We taught two adolescents with ASD to use map, weather, and clock apps to answer questions about distance, temperature, and time on a worksheet (e.g., “What time is it in Cairo?”). The cities in these questions always varied to ensure the answers were always unknown. Training occurred for one app at a time in the manner of a multiple baseline design across behaviors. Training steps were progressively introduced to evaluate the components necessary for app use. Gavin progressed quickly through training with the first app and then demonstrated generalization across novel questions (i.e., with different cities), apps, and response modalities (i.e., answering vocally). Intervention was staggered across participants consistent with a nonconcurrent multiple baseline design. Phoebe required more intensive training and eventually demonstrated generalization across novel questions. We discuss the implications of expanding technology-based problem-solving skills and targeting more apps.
DOI: 10.17632/4czfvd2pm7
title: Data for: The common carotid artery provides significant pressure wave dampening in the young adult sheep

description: The ‘Raw data including Figure 3 data James et al CCA’ dataset presents blood pressure measurements acquired in anaesthetised mature adult sheep, via pressure catheters placed in the common carotid arteries at proximal and distal positions, where the sheep were positioned in dorsal recumbency. The data includes diastolic pressure, systolic pressure and pulse pressure measured in 6 sheep on either the right or left sides; in one sheep both right and left sides were measured. Dp/dt max was determined for the proximal and distal pressure waveforms. Mean blood flow in the arteries was also reported. For flow, dp/dt max and pressure pulse analysis, the data from continuous runs of a minimum of 38 representative pressure waveforms were analysed automatically using RemLogic™ software. The ‘Summary Sheet’ presents the compiled data for each of the 7 studies, including the statistical determination of median and interquartile range for the mean values of flow, dp/dt max proximal, dp/dt max distal, proximal pressure pulse and distal pressure pulse from each study. Measurements of the lumen and wall thickness of the common carotid arteries were conducted using ultrasound on non-sedated animals prior to the study and are reported in the tab labelled ‘US lumen & wall thickness’. Tab ‘1’ presents the data for the first sheep, including the timestamp on the pressure pulse waveform, and the dp/dt max proximal, dp/dt max distal, diastolic pressure, systolic pressure and pulse pressure for each waveform analysed at proximal and distal positions. Proximal pressure pulse and distal pressure pulse are also presented. Average values for the study for dp/dt max proximal, dp/dt max distal, flow, proximal pulse pressure and distal pulse pressure are presented in columns K - O. Equivalent data for the second and subsequent sheep are presented in tabs ‘2’, ‘3a’, ‘3b’, ‘4’, and etc. Figure 3 presents two scatterplots derived from the Summary Sheet in this file, from the average proximal and distal pressure slope dp/dt max, and from the average proximal and distal pulse pressure values. The Figure 2 dataset presents representative data for blood pressure in the common carotid artery of the mature adult sheep from proximal and distal positions, including the timestamp for each of the measurements acquired at 250/s. The Figure 4 dataset presents pressure waveforms from catheters inserted into the common carotid artery of mature adult sheep to midway between pressure probe insertion points, with stepwise withdrawal of the catheters to different separation distances. It presents the timestamp for measurements acquired at 250/s, with the proximal and distal pressure measurements. For tab ‘a’ the pressure transducers are positioned at the midpoint between the pressure insertion points; for tab ‘b’ the transducers are separated by 9 cm; for tabs ‘c’, ‘d’ and ‘e’, the pressure transducers are at intermediate separations of 2 cm; 5 cm and 7 cm, respectively.
DOI: 10.17632/r24hszggf4
title: QOptCraft: A Python package for the design and study of linear optical quantum systems

description: The manipulation of the quantum states of light in linear optical systems has multiple applications in quantum optics and quantum computation. The package QOptCraft gives a collection of methods to solve some of the most usual problems when designing quantum experiments with linear interferometers. The methods include functions that compute the quantum evolution matrix for n photons from the classical description of the system and inverse methods that, for any desired quantum evolution, will either give the complete description of the experimental system that realizes that unitary evolution or, when this is impossible, the complete description of the linear system which approximates the desired unitary with a locally minimal error. The functions in the package include implementations of different known decompositions that translate the classical scattering matrix of a linear system into a list of beam splitters and phase shifters and methods to compute the effective Hamiltonian that describes the quantum evolution of states with n photons. The package is completed with routines for useful tasks like generating random linear optical systems, computing matrix logarithms, and quantum state entanglement measurement via metrics such as the Schmidt rank. The routines are chosen to avoid usual numerical problems when dealing with the unitary matrices that appear in the description of linear systems.
DOI: 10.17632/jjmzmvkmws
title: Amoxicillin induced toxic epidermal necrolysis

description: We reported the case of amoxicillin induced severe toxic epidermal necrolysis. A Patient admitted in the hospital with the symptoms of epidermal sloughing that resulted in bare dermis as he received Amoxicillin drug for his diagnosis of fever. After clear examination TEN was confirmed and suspected with the cause due to Amoxicillin. The drug was stopped and patient was treated with other drugs for symptomatic cure. The patient was recovered from his condition and improved significantly
DOI: 10.17632/gdh35w7mkv
title: Cost benefit analysis with varying discount rates

description: This code performs a cost-benefit analysis by plotting the Net Present Value (NPV) over time for different discount rates. It uses matplotlib to generate the visualizations.

Here's a breakdown of what the code does:

It imports the necessary libraries, matplotlib.pyplot and numpy, which are commonly used for plotting and numerical operations, respectively.
It defines a time range T using numpy's arange function, which generates an array of numbers from 0 to 10 with a step size of 0.1, representing time in years.
It defines two functions cost_function(t) and benefit_function(t) that represent the cost and benefit functions over time. These functions are defined using mathematical expressions.
It creates a list discount_rates containing different discount rates to explore.
It sets up a figure with a specific size using plt.figure(figsize=(10, 6)) to adjust the dimensions of the plot.
It iterates over each discount rate in the discount_rates list.
Inside the loop, it calculates the NPV for each discount rate at different time points using the provided cost and benefit functions and the formula for NPV.
It plots the NPV over time using plt.plot(T, NPV, label=f'Discount Rate = {r}'), where T is the time range and NPV is the calculated Net Present Value for the current discount rate r. It also labels each plot with the corresponding discount rate.
It adds labels to the x-axis (Time (years)) and y-axis (Net Present Value), sets the title of the plot (Cost-Benefit Analysis with Varying Discount Rates), adds a legend to distinguish between different discount rates, and enables grid lines for better readability.
Finally, it displays the plot using plt.show().
In summary, this code allows for the comparison of the Net Present Value over time under different discount rates, providing insights into the financial viability of a project or investment.
DOI: 10.17632/4472mb9wnn
title: Randomised controlled trial of HOYA One-day Multifocal Contact Lenses: – the HOMCL trial

description: These data accompany a paper of the same title in Heliyon. The paper abstract is as follows:
Abstract

Trial design: Non-inferiority dDouble-masked crossover RCT (Research Registry: #8136) comparison of a new HOYA one-day disposable multifocal contact lens (HOMCL) with Alcon DAILIES TOTAL1® Multifocal (ADT1). 
Methods: Sixty presbyopic participants from three countries attended for baseline measurements and fitting of both lens types and then for a fortnight completed daily diaries of symptoms with habitual optical correction, and VF-14 questionnaire. Participants collected either HOMCL or ADT1, when the vision was measured again, and they wore this product for a fortnight, completing daily diaries and VF-14. Participants then collected the other type and had vision and symptoms recorded in the same way. 
Results: There were no serious adverse events. Primary outcomes were no significant differences between the lens types in willingness to purchase nor stated preference; no significant differences in the daily symptom ratings of comfort; statistically significant findings with the daily symptom ratings and VF-14 of better near vision with HOMCL and better distance vision with ADT1. Secondary outcomes were better high contrast distance visual acuity with ADT1 (&lt;1 line) and, better low contrast distance visual acuity with ADT1; faster Wilkins rate of reading test with HOMCL; no significant differences in measured near vision performance, Wilkins rate of reading test, wearing time, or number of lenses during fitting process. Exploratory analyses were daily diary ratings of near visionbetter handling scores with ADT1 significantly worse than with habitual optical correction; and some, but not all of the dry eye data indicating better acceptance of HOMCL by patients with relatively dry eyes. For all measures, there were some participants who preferred or /performed better with each lens type.
Conclusions: The differences between the performance of the two products were small, supporting non-inferiority. There was a trend in some clinical measurements and the daily diary data and VF-14 questionnaire, for HOMCL to outperform ADT1 for near vision and vice versa for distance vision.
DOI: 10.17632/sjjm8r3zrj
title: Butterflies and Flowers of Santiago, Nuevo León, Mexico

description: We hypothesized that both butterfly and flower abundance and species richness would be higher following an uncontrolled forest fire near the hamlet of Cienega de Gonzalez, Nuevo Leon, Mexico compared with the butterfly assemblage in an unburned forest near the hamlet of Las Guacamayas, NL. We also hypothesized that butterfly generalists would be more abundant in the burned site than in the control site. We used two different methods to survey butterfly assemblages: Pollard walk-and-count transects and Van Sømeren Rydon trapping. Flowers were recorded while conducting transect surveys. These data clearly show that the butterfly and flower communities were both more abundant and species rich in the burned site. Generalists were more common in the burned sites than control sites, specialists were equally abundant in control and burned sites. Descriptions accompany each file and R script of data analyses.
DOI: 10.17632/x3p3fgym83
title: Player statistics for predicting NBA game point for the 2017-2018 season

description: The sample for this study comes from the basketball reference website (http://www.basketball-reference.com). The data collected is the statistical data of players per game in the NBA 30 teams in the 2017-2018 season. The data of each team is an EXCEL file. The columns are in order: player's Uniform Number, Rank, Season Game, match date, team, Home or Away (this is a category variable, Home = 0; Away = 1), opponent, Games Started (this is a category variable , Starter = 1; substitutes = 0), Minutes Played (here Minutes are converted to Seconds), Field Goals, Field Goal Attempts, Field Goal Percentage, 3-Point Field Goals, 3-Point Field Goal Attempts, 3-Point Field Goal Percentage, Free Throws, Free Throw Attempts, Free Throw Percentage, Offensive Rebounds, Defensive Rebounds, Total Rebounds, Assists, Steals, Blocks, Turners, Personal Fouls, Points, Game Score, Plus / Minus.
DOI: 10.15468/dl.bbteuh
title: Occurrence Download

description: A dataset containing 819 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Clinopodium macrostemum (Moc. & Sessé ex Benth.) Kuntze"
 ]
}

 The dataset includes 819 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001598-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/jt2nntv7b3
title: A role of anterior cingulate cortex in the emergence of worker - parasite relationship. Ahn et al

description: description
DOI: 10.17632/p8kpdbrhrg
title: Original TEM data for "Evolutionary characteristics of lunar soils in young mare basalt regions over the past 3 billion years: insights from samples returned by the Chang’e-5 and Chang’e-6 missions."

description: Original TEM data for "Evolutionary characteristics of lunar soils in young mare basalt regions over the past 3 billion years: insights from samples returned by the Chang’e-5 and Chang’e-6 missions."