cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/pwmdfw3pxc
title: Smoothed Customer Trends - Panipuri

description: Key Components of the Visualization:
Figure Setup:
The figure size is set to (12, 6), providing a wide format that enhances readability and allows for better visualization of the data trends.
Plotting Smoothed Data:
A loop iterates through a predefined list of locations (assumed to be defined earlier in the code, such as "Market," "Mall," and "Station").
For each location, the following steps are executed:
The x-axis data, representing the days of the month, is extracted from the DataFrame df_smoothed and converted to a NumPy array using to_numpy(). This ensures efficient handling of the data during plotting.
The y-axis data, which contains the smoothed customer counts for each location, is also extracted and converted to a NumPy array.
The plt.plot() function is called to create a line plot for each location. Each line is labeled with the corresponding location name followed by "(Smoothed)" to indicate that this data has been processed for clarity.
Markers (circular) are added at each data point for better visibility, and a dashed line style (linestyle="--") is used to differentiate the smoothed trends from potential raw data plots.
Axis Labels and Title:
The x-axis is labeled as "Day", indicating that it represents the days of the month.
The y-axis is labeled as "Number of Customers", which denotes the customer counts being visualized.
A title, "Smoothed Customer Trends," succinctly describes the content of the plot.
Legend and Grid:
A legend is included to identify each location's smoothed trend line, enhancing interpretability.
A grid is enabled on the plot to facilitate easier reading of values and trends across both axes.
Display Plot:
Finally, plt.show() is called to render and display the plot visually.
DOI: 10.17632/5tsfvkkt94
title: Original data of LV et al

description: This is a raw data about"The Mechanism of Serum-Derived Exosome miR-128-3p in PCOS Granulosa Cell Ferroptosis via regulating target gene CSF1"
DOI: 10.17632/s98x6mmc2d
title: Toxoplasma gondii in naturally infected goats

description: Results obtained in ELISA on serum and milk samples and data on the excretion of Toxoplasma gondii DNA in milk samples
DOI: 10.17632/4my2xvt8fd
title: Picky Eating T1 AHZ

description: This is data saved in SPSS and readilly accessable with variable names that are self-explanatory. It is maternal reports on 1055 typically developing children mean age of 3.4. The data includes demographics, reports on many varaibles of psychological interest, and some maternal self-reports on maternal perfectionism, trait anxiety, and attachment.
DOI: 10.17632/tkcd9dt496
title: Data Set on Forecasting Gender Trends for Primary School Teachers in Somalia from Academic Years 2015/2016 - 2025/2026

description: This study presents a comprehensive data set and analysis focused on forecasting gender trends among primary school teachers in Somalia across ten years, from the academic years 2015/2016 to 2025/2026. The research aims to provide insights into the evolving gender composition of the teaching workforce, which is crucial for informing education policy and planning in Somalia.
DOI: 10.17632/ksxgj4786h
title: Rheological test data

description: Rheological test data of sediment with different concentration and silt/clay ratio
DOI: 10.17632/gb6nzcmk4j
title: Dataset of "Effect of different volumes of exercise on skin temperature responses over the following 24 hours"

description: his data corresponds to the study published in Journal of Thermal Biology: "Effect of different volumes of exercise on skin temperature responses over the following 24 hours"
The objective of the study was to determine whether skin temperature is influenced by different workloads and the time course of temperature measurements over the following 24 hours. 24 trained male military were assigned to one of three groups: GC group (n=8) serving as control not performing exercises, GE group (n=8) performing a simulated military combat protocol in an exercise track with different obstacles but designed not to elicit muscle damage, and the GEMD group (n=8) performing the simulated military combat protocol plus 5 sets of 20 drop jumps, with 10-sec between repetitions and with 2-min of rest between sets aiming to induce muscle damage. Skin temperature was measured using infrared thermography before exercise (Pre) and 4 (Post4h), 8 (Post8h) and 24h (Post24h) post-exercise. Perception of pain (DOMS) was evaluated Pre, Post24h, and Post48h, and countermovement jump height was evaluated at Pre and Post24h.
DOI: 10.17632/4dh4g4jx4v
title: Data Tables for Ultrahigh-pressure acoustic velocities of aluminous silicate glass up to 155 GPa with implications for the structure and dynamics of the deep terrestrial magma ocean.xlsx

description: We have carried out in-situ high-pressure acoustic velocity measurements of (Fe2+, Al)-bearing MgSiO3 glass up to pressures of 155 GPa, which confirmed a distinct pressure-induced trend change in the transverse acoustic velocity (VS) profile around 98 GPa, likely caused by the Si-O coordination number (CN) change from 6 to 6+. Although it has been reported that the substitution of Fe2+ in MgSiO3 glass induces almost linear velocity reduction up to ~160 GPa, we revealed that the VS profile of (Fe2+, Al)-bearing MgSiO3 becomes anomalously steeper above ~100 GPa and eventually came to be equivalent to MgSiO3 glass above ~125 GPa. This implies the incorporation of Al into Fe-bearing MgSiO3 glass significantly facilitates making it far elastically stiffer and thus the densification under pressures well within the Earth’s lower mantle. Our results indicate the possible presence of stiff and highly dense silicate melts in deep MOs in the rocky terrestrial planets.
DOI: 10.17632/mw5xwd99g8
title: Elderly Onset Generalized Pustular Psoriasis - Supplemental File

description: This document contains supplemental information regarding the methodology of this study. Additional details on the search strategy, included studies, and participant characteristics that could not be included in the manuscript due to space limitations are detailed in this document.
DOI: 10.17632/px3xtbw574
title: Sustainable facility management practices among hospitals

description: This data was gathered from public hospitals in Ghana to assess their level of sustainability practices comprising environmental, social, and economic sustainability. It also covers the aspects of compliance and innovation and technology.
DOI: 10.17632/tttpmkjzbg
title: Dual function of PHF16 in reinstating homeostasis of murine intestinal epithelium after crypt regeneration. Jun-Yeong Ahn et al.

description: Uncropped Western blots , and raw images from Figures for Jun-Yeong Ahn at el
DOI: 10.17632/wrh82jcypw
title: Data on disintegration- suffosion characteristics and microscopic mechanism of WGS

description: The data are about disintegration- suffosion characteristics and microscopic mechanism of weathered granite soil in Conghua District, Guangzhou (latitude 23.59°N, longitude 113.41°E).
DOI: 10.17632/4pb6wjy5hr
title: Data for: Data for determining the surface properties of carbon fiber in contact interaction with polymer binders
DOI: 10.17632/97mspcnh2f
title: Ricci calculus package in REDUCE

description: Abstract Ricci calculus is performed in the framework of the computer algebra system reduce by the package being presented. The program called riccir is specialized in the requirements of general relativity. Title of program: RICCIR Catalogue Id: ADCV_v1_0 Nature of problem Arbitrary calculations in general relativity using Ricci calculus according to the restrictions below. Versions of this program held in the CPC repository in Mendeley Data ADCV_v1_0; RICCIR; 10.1016/0010-4655(95)00137-9 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/wcp8wrdhyj
title: Temperature change in cold rolling simulation

description: This dataset contains the surface temperature change in a specimen in cold rolling due to plastic deformation. These output values are tabulated in relation to material properties, workpiece dimensions, friction, roller height, and feed velocity.
DOI: 10.17632/gmcc4w4shz
title: Theba pisana pathogenicity assay

description: The raw data for the Theba pisana pathogenicity assay testing adult T. pisana against 3 species of Phasmarhabditis. Also includes the raw data for a dosage assay against T. pisana using P. califor
DOI: 10.17632/pyzcybzn85
title: Determinants of tourists’ length of stay in cultural destination: One-night versus longer stays

description: This data aims to empirically study tourists’ length of stay in an important cultural tourism destination, Istanbul; it contributes to the scant literature on the impact of cultural/heritage attributes of the destination on tourists’ length of stay. The research was carried out using a self-administered questionnaire distributed to international tourists who were about to leave the destination. To perform the analysis, we applied a two-step approach: first, we opted for classical binary logit in order to study the tourists’ group membership (one-night vs longer stays); second, we adopted a zero-truncated Poisson model for uncovering the drivers of tourists’ length of stay.
DOI: 10.17632/6gycw7vrww
title: Flood2Topo dataset

description: This data set contains the topographic maps and water level-area-active storage relationships of ​​12 Brazilian reservoirs and 2 natural lakes estimated by Flood2Topo. Fassoni‐Andrade, A. C., Paiva, R. C. D., & Fleischmann, A. S. (2020). Lake topography and active storage from satellite observations of flood frequency. Water Resources Research, 56(7). https://doi.org/10.1029/2019wr026362
DOI: 10.17632/c5chwkxx67
title: Temperature Induced Changes in the Gravitational Sedimentation of Calcium Carbonate Suspensions

description: This file contains raw data from the results presented in the article "Temperature-Induced Changes in the Gravitational Sedimentation of Calcium Carbonate Suspensions". The spreadsheets are named according to the figure and table they represent.
DOI: 10.17632/yyr73pf4pt
title: Supplementary data for High-throughput proteomic and phosphoproteomic approaches revealing the salt-responsive mechanisms in two different rice varieties (Oryza sativa sub. Japonica and Indica)

description: Supplementary datasets related to the data article "High-throughput proteomic and phosphoproteomic approaches revealing the salt-responsive mechanisms in two different rice varieties (Oryza sativa sub. Japonica and Indica)"
This article reporting integrated proteomic and phosphoproteomic analyses of rice leaves showed different phenotypical and physiological characteristics upon salinity stress.

Supplementary table legends:
Table S1. Identification of significantly modulated proteins in the DJ and IR rice leaves after salinity stress treatment by label-free quantitative proteomic analysis
Table S2. Identification of significant phosphopeptides in DJ and IR rice leaves after salinity stress treatment
Table S3. Classification of proteins class and functional annotation of differentially modulated proteins in each sample using Panther web-based software and MapMan analysis
Table S4. Classification of proteins class and functional annotation of significant phosphoproteins in each sample using Panther web-based software and MapMan analysis
Table S5. List of representative proteins and phosphoproteins showed increased abundance in IR sample set after salinity stress treatment in rice leaves
DOI: 10.17632/v2zbb235mp
title: Data for: Multi-criteria evolutionary algorithm optimization for horticulture crop management

description: Genetic algorithm approaches to land use.
DOI: 10.17632/cgjn7sks4n
title: The polysaccharides of Radix Actinidiae Chinensis

description: Objective: To investigate the therapeutic effects of the PRAC on acute liver injury and its potential as an ingredient in drugs and nutraceuticals. Methods: Microwave-assisted extraction technology combined with Box-Behnken model combined with the three kinds of artificial neural networks was used to optimize PRAC extraction process. Characterize the structure and composition of PRAC. In order to prevent PRAC from being degraded by the gastrointestinal environment, PRAC-loaded liposomes were fabricated. The efficacy of PRAC-loaded liposomes was evaluated by three acute liver injury animal models prepared according to different mechanisms. Results: The best yield of PRAC was 4.49 %, and the purity reached up to 86.53 % by optimizing the microwave parameters using Box-Behnken model combined with the three kinds of artificial neural networks. PRAC was characterized as a galactan having a backbone consisting predominately of →4)-D-Galp-(1→ and →4)-D-Glcp-(1→ with a molecular weight of 12.713 kDa. The PRAC-loaded liposome obtained had a size about 340 nm with a polydispersity index 0.234. The entrapment efficiency was 70.12 % and the drug loading was 1.24 %. Liposomes can be fully released in the gastrointestinal environment within 12 hours and have long-term stability at 4°C. The therapeutic effect of PRAC liposomes on acute liver injury was confirmed by three animal models of acute liver injury. Conclusion: PRAC is a potential drug for the treatment of acute liver injury.
DOI: 10.17632/4t5y56h429
title: Role of tobacco exposure in the course of COVID-19 disease and the impact of the disease on smoking behavior

description: Dataset for the research aiming to evaluate the smoking behavior changes among recovered Covid-19 patients. Detailed information will be shared after the publication of the related manuscript.
DOI: 10.17632/75285sbbp6
title: Data for: The Effects of the BP Deepwater Horizon Oil Spill on Housing Markets
DOI: 10.17632/v2s4vr8k4v
title: Data for: A new portfolio selection problem in bubble condition under uncertainty, Application of Z-number theory and fuzzy neural network

description: The Lingo codes of the new proposed model and classical risk measures with Z-number theory are presented.
DOI: 10.17632/9fbt7fxn7f
title: Unleashing Student Satisfaction: Examining the Influence of Online Learning Environment and Readiness Levels

description: The data is regarding the impact of online readiness level and online learning environment on Satisfaction with online learning.
DOI: 10.17632/k5vdzdpkvr
title: Dataset - Adipose tissue is a pro-active player in sex-dependent response to neuropathy.

description: All results reported in the paper derive from the raw data here stored in the folder "Dataset" .
DOI: 10.15468/dl.jhwvqq
title: Occurrence Download

description: A dataset containing 1106 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Litoria nannotis (Andersson, 1916)"
 ]
}

 The dataset includes 1106 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001516-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/jffwrb4pcd
title: Dataset on force and torque for fastener clamping

description: This repository comprises experimental data acquired to investigate the critical angular clamping speeds for fasteners by the use of design of experiments methodology (DOE). The stick-slip phenomenon is considered as a critical factor limiting the angular screw clamping speed. The stick-slip was quantified using the stick-slip factor as a function of the amplitude ratio by the frequency of the friction torque data. An investigation was carried out involving the influencing variables on the stick-slip factor, on torque, and on clamping force (preload): friction coefficient, clamping angular velocity, cathodic electrodeposition, hardness of the bolt-head bearing plate.
DOI: 10.17632/459xvvx282
title: Demographic_Academic_Performance_DVM_Data

description: The dataset comprising the novel aspects specially in terms of predicting Doctor of Veterinary Medicine (DVM) students academic performance prediction at an early stage using academic and demographic features. The dataset may enable other researchers to conduct comparative studies and compare the findings of their local dataset produced with ours to further extend and understand the depth and breadth of phenomena under research. Researchers can investigate/compare whether demographic or academic features affect students’ performance based on region, country, program, and semester-wise. The datasets offered may provide an opportunity for researchers interested in performing potential experiments to extend their knowledge about the phenomena in different perspectives: 
• For educational research, the question of whether the student’s performance can be predicted by analyzing the 
 demographic and academic (pre-admission) features.
• Students’ performance can be predicted at an early stage for various departments.
• Students’ performance can be predicted at the semester level and degree level.
• Also, the relationship between students’ performance and demographic and academic (pre-admission) features can be 
 further explored.
• These datasets can make an important contribution to the pragmatic policy-related indicators to adjust the admission 
 criteria so far.
DOI: 10.15468/dl.ep56xv
title: Occurrence Download

description: A dataset containing 56755 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Brassica rapa L.)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 56755 records from 299 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001500-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/978kbhm3yw
title: Data for: Self-Assembly of 3D Nanostructures in Electrospun Polycaprolactone-Polyaniline Fibers and their Application as Scaffolds for Tissue Engineering

description: The current data set includes the processed data used in the manuscript.
DOI: 10.17632/pr9wds36xf
title: Dataset for the article: In silico design of peptides as potential ligands to resistin

description: In silico design of peptides to target resistin algorithm Binding free energy (peptide-protein) script We have been able to design a great set of peptides with high scoring binding energy to resistin. Further, two peptides were chosen, to perform a more rigorous calculation of binding free energy based on the Alchemical Absolute Binding Free Energy method. We were able to establish a methodological route for the development of strong candidates for the design of ligands to resistin.
DOI: 10.17632/vhmf7w5zyr
title: Data_WallaceEtAl_Reconstructions of individual fish trophic geographies using isotopic analysis of eye-lens amino acids

description: Amino-acid isotope data associated with publication entitled "Reconstructions of individual fish trophic geographies using isotopic analysis of eye-lens amino acids" by Amy A. Wallace, Greg S. Ellis, and Ernst B. Peebles
DOI: 10.17632/c4vfptbv77
title: Does Futures Market Information Improve Macroeconomic Forecasting: Evidence from China

description: Quarterly data on GDP growth rate, broken down by the three sectors (primary, secondary, and tertiary industries); Monthly data on PMI and PPI; Daily closing prices of commodity futures; Data of the CSI 300 stock index futures, including daily returns, trading volume, log trading volume, change in positions, basis, and amplitude.
DOI: 10.17632/37ssm9czjz
title: Data for: DEVELOPMENT OF A PRACTICAL EVALUATION FOR COOKSTOVE USABILITY

description: A testing protocol and data collection sheet for evaluating the usability of cookstoves.
DOI: 10.17632/v5dv4p9g77
title: CAVE-CL: An OpenCL version of the package for detection and quantitative analysis of internal cavities in a system of overlapping balls: Application to proteins

description: Abstract Here we present the revised and newly rewritten version of our earlier published CAVE package (Buša et al., 2010) which was originally written in FORTRAN. The package has been rewritten in C language, the algorithm has been parallelized and implemented using OpenCL. This makes the program convenient to run on platforms with Graphical Processing Units (GPUs). Improvements include also some modifications/optimizations of the original algorithm. A considerable improvement in the performance of t... Title of program: CAVE-CL, CAVE C Catalogue Id: AEHC_v2_0 Nature of problem Molecular structure analysis. Versions of this program held in the CPC repository in Mendeley Data AEHC_v1_0; CAVE; 10.1016/j.cpc.2010.08.032 AEHC_v2_0; CAVE-CL, CAVE C; 10.1016/j.cpc.2014.12.017 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.17632/pdf9c6mhjb
title: LINF_060006800

description: Trm112p-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/wp8rnmg375
title: Normative refernce in school going children with different CV angle

description: A wide range of pain-related musculoskeletal diseases and postural dysfunctions could be brought on by carrying large backpacks and sitting incorrectly.Therefore, the purpose of this study is to find the normative reference value of craniovertebral angle among school going children through an observational study
DOI: 10.17632/7fgpr9tk8h
title: Assessment of Respiratory Problems among Vendors of Liquefied Petroleum Gas

description: The study is aimed at identifying which of the respiratory symptoms (wheeze, cough, chest tightness and nasal irritation/sneezing) significantly affect(s) the vendors of Liquefied Petroleum Gas (LPG), and appraising the effect of chronic exposure to LPG on pulmonary function (forced expiratory volume in 1 second (FEV1), forced vital capacity (FVC), ratio of FEV1 and FVC (FEV1/ FVC), and peak expiratory flow (PEF)) on vendors of LPG in Calabar, Nigeria. It was found that nasal irritation/sneezing and cough were significantly associated with the LPG vendors. the pulmonary function indices except FEV1/ FVC showed significant reduction among LPG vendors. A case control design in which vendors and non-vendors of LPG were used for the study. The sizes of cylinders refilled ranged from 4kg to 50kg. The amount sold per participant each day was obtained from their record books over the period of two weeks. The average of this was 755kg and was taken to indirectly represent the daily LPG exposure since we were not able to directly determine the amount of LPG escaping into the ambient air. A total of 150 subjects were recruited which consist of seventy five (75) apparently healthy LPG (cooking gas) vendors and seventy five (75) apparently healthy non gas vendors /users (control). The inclusion criteria for the exposed group were: residence in Calabar, Cross River State, Nigeria; age ranging from 18 to 50 years, having at least one year exposure to LPG and selling for at least 6 hours daily, and devoid of respiratory diseases history before commencing the trade. The inclusion criteria for the control were: residence in Calabar, age ranging from 18 to 50 years, apparently healthy, no work-related exposure to LPG and devoid of history of hospitalization due to respiratory diseases. The purpose and nature of the research was explained to the participants and written consent was obtained.
DOI: 10.17632/hh9bhx3f6j
title: Pedestrian and cyclist fatalities by Health insurance regime

description: Pedestrian and cyclist fatalities by Health insurance regime
DOI: 10.17632/g4b7kwyvz4
title: biocomponents in Northern Mexican Caribbean sediments

description: Percentage content of biogenic components in the Northern Mexican Caribbean sediments
DOI: 10.17632/kbbs9tds4h
title: Data for: Fluidization Pipes and Mud Volcanism across Mars: Terrestrial Analog Evidence of a Near-Surface Water Table

description: These files provide the associated images (HiRISE, CTX, and MSL) and the clastic pipe and/or mud volcano size (i.e., diameter) measurements.