cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/3vxndrvgwf
title: QnA Academic Chatbot

description: The dataset is derived from university academic handbooks, which include information on academic policies, administrative procedures, and student services. It is highly relevant for building generative chatbots in the context of academic services. 
The dataset supports fine-tuning of Large Language Models (LLM) that enable fine-tuning large language models (such as GPT or BERT) to understand and generate responses according to the academic context. 
Educational institutions can use this dataset to develop responsive and efficient self-service systems for students and staff.

Data acquisition.
The contents of the Academic Guidebook are summarized and produce 18 lines of question-answer (Q&A) pairs. The Q&A pairs are then paraphrased with the following details:
- Each question (Q) produces 10 paraphrased sentences (1 original sentence + 10 paraphrases)
- Each answer (A) produces 5 paraphrased sentences (1 original sentence + 5 paraphrases)
The dataset is converted into CSV format with question-answer (Q&A) pair structure and multi-turn conversation scenarios.
DOI: 10.17632/jrc4gm5vgc
title: Biofuel Plant Great Plains Data

description: This dataset accompanies the manuscript, "The Impact of Biofuel Plants and Capacity on Agricultural Earnings, Land Values, and Farm Employment in the Great Plains Region, 1997-2017." In this manuscript, we estimate the impact of these biofuel plants on the local agricultural economy with county-level data on agricultural employment, net farm income, and agricultural land values during 1997 to 2017 for 798 counties in twelve Great Plains States.
DOI: 10.17632/smprdr4gjt
title: Fujimoto M et al, Supplemental materials

description: Mendeley Supplemental Figure 1. The mite body and feces in the burrow observed by white light source (left) and UVA light source (right). The fluorescence deposits along the burrow, indicating the feces, mark the “glittering trail” of the mite.

Mendeley Supplemental Figure 2. The raw dermoscope pictures were taken under white light source or UVA light source with or without echo gel as suggested. The image under white light source with echo gel (right upper corner) was further processed for Figure 2.
DOI: 10.17632/6s9wt7zzxz
title: SPIKES: Identification of physicochemical properties of spike proteins across diverse host species of SARS-CoV-2. Yerukala Sathipati et al.

description: Table S1. The amino acid changes that increased the infectivity in different variants, related to expected outcomes
DOI: 10.17632/gxknx2vd25
title: 2024_Gao_CEE_SI

description: Experimental evidence for a shallow cumulate remelting origin of lunar high-titanium mare basalts
DOI: 10.17632/wkyrf5prjc
title: The association of salivary serotonin with mood and cardio-autonomic function: a preliminary report

description: The dataset underlies the results reported in the paper entitled "The association of salivary serotonin with mood and cardio-autonomic function: a preliminary report" by Karbownik MS and Hicks SD published in "Frontiers in Psychiatry" 2022, doi: 10.3389/fpsyt.2022.788153.
DOI: 10.6084/m9.figshare.28969907.v1
title: Apresentação

description: arquivologia no brasil
DOI: 10.17632/g95wxtbkb4
title: Gait analysis after ACL reconstruction

description: Investigated 18 patients (with an average of 3.4 years from the ACL reconstruction) in the study group and 20 healthy subjects as controls. A functional test with walking at arbitrary and fast speeds was used.
The study of gait biomechanics was carried out using the Stedis complex (Neurosoft, Ivanovo). The time of the gait cycle, as well as movements in the hip, knee, and ankle joints during walking, were recorded (Fig. 1). For this, 7 sensors of the complex were fixed using special cuffs in the following places: the sacrum, lower third of the thigh, lower third of the shin of the left and right legs, as well as on the back of the feet. Each sensor contained two EMG channels. Sensors on the thigh and lower leg were also used to record EMG of the quadriceps femoris, biceps, hamstring, tibialis anterior, and triceps surae muscles.
After attaching the sensors and electrodes, the neutral position of the joints of the lower extremities was recorded with a person in the upright position. Next, the subject walked at a distance of 10 meters, turned around at the end, and continued to walk until reaching 30 or more gait cycles in a steady-state walking (it was recorded by a special neural network). The final data was produced to the accepted standard by automatic processing. The results of each study were converted into a spreadsheet. 
The following temporal characteristics were determined: gait cycle (SC) as the duration in seconds, the stance phase (SP) in % of SC, the single support phase (SSP) in % of SC, and the double support phase (DSP) in % of SC.
The following spatial characteristics were determined: clearance (Cl) in cm, walking speed (V) in km/h, and rhythm factor (RF), i. e. the ratio of the larger SP value to the smaller one in absolute units (seconds).
The following movements in the joints were recorded: the maximum range of motion in degrees per gait cycle for the hip joint (HJ), the amplitude of the first (KJ1) and second (KJ2) flexion in the knee joint in degrees, as well as maximum amplitude in the ankle joint (AJ) per gait cycle.
The tibialis anterior (TA), gastrocnemius (GM), quadriceps femoris (QF), and hamstring (HM) muscles were analyzed for the maximum EMG amplitude developed per gait cycle in μV.
DOI: 10.17632/r8p67nfjc8
title: Multi-Omic Pan-Cancer data from TCGA.

description: Data consist of three omic blocks from The Cancer Genome Atlas (TCGA), containing whole-genome profiles of -Gene expression (file GE.RData), -DNA methylation (file METH.RData), and -Copy number variants (file CNV.RData). Omic profiles consist of information from 5,408 tumor samples across 33 cancer types (as matrix rows), and 60,112 features (expression of 20,319 genes, methylation of 28,241 CpG islands, and copy number variant intensity for 11,552 genes). GE profiles by sample corresponded with the logarithm of RNA-Seq counts by gene (Illumina HiSeq RNA V2 platform). METH profiles corresponded with CpG sites B-values from the Illumina HM450 platform, summarized at the CpG island level, using the maximum connectivity approach from the WGCNA R package (Langfelder and Horvath 2008) , and further transformed into M-values (M=beta/(1-beta); Du et al. 2010). Omic blocks were adjusted for batch and tissue specific effects (see Gonzalez-Reymundez and Vazquez (2020) and references therein for further details on quality controls and data edition).
DOI: 10.17632/wc7f54nc5d
title: Riboregulation of Enolase 1 activity controls glycolysis and embryonic stem cell differentiation. Huppertz et al.

description: Differentiating stem cells must coordinate their metabolism and fate trajectories. We report here that the catalytic activity of the glycolytic enzyme enolase 1 (ENO1) is directly regulated by RNAs leading to metabolic rewiring in mouse embryonic stem cells (mESC). We identify RNA ligands that specifically inhibit ENO1’s enzymatic activity in vitro and diminish glycolysis in cultured human cells and mESCs. Pharmacological inhibition or RNAi-mediated depletion of the protein deacetylase SIRT2 increases ENO1’s acetylation and enhances its RNA binding. Similarly, induction of mESC differentiation leads to increased ENO1 acetylation, enhanced RNA binding and inhibition of glycolysis. Stem cells expressing mutant forms of ENO1 that escape or hyper-activate this regulation display impaired germ layer differentiation. Our findings uncover acetylation-driven riboregulation of ENO1 as physiological mechanism of glycolytic control and of the regulation of stem cell differentiation. Riboregulation may represent a more widespread principle of biological control.
DOI: 10.6084/m9.figshare.27635292.v1
title: Supplementary Material for: Assessment of coronary microvascular dysfunction by angiography‐based index of microcirculatory resistance: an indirect meta-analysis

description: Introduction: There is a lack of consensus on diagnosing coronary microvascular dysfunction (CMD) using the angiography-based index of microcirculatory resistance (Angio-IMR) due to the absence of evidence. This study aims to explore the efficacy of Angio-IMR in diagnosing CMD.
Methods: A systematic search was conducted in PubMed, Embase, Scopus, and Cochrane Library for studies primarily focusing on Angio-IMR diagnosing CMD, using IMR as the gold standard. The primary results were pooled sensitivity, specificity, and the area under curve (AUC).
Results: A total of 15 studies involving 2202 individuals and 2330 vessels were included in our study, Angio-IMR demonstrated high performance in predicting IMR with overall pooled sensitivity and specificity of 0.84 (95% confidence interval (CI): 0.81 to 0.87) and 0.87 (95%CI: 0.83 to 0.99), respectively, and AUC=0.91 (95%CI: 0.89 to 0.94). This indicates that Angio-IMR has good diagnostic characteristics. Subgroup analysis by indirect meta-analysis showed higher sensitivity in the rest state. However, there is no significant difference in sensitivity and specificity between the hyperemic and rest states when using the AccuIMR system. Furthermore, sensitivity and specificity were more pronounced in the group without coronary pressure monitoring compared to the group with monitoring. 
Conclusion: Angio-IMR is an alternative tool to identify CMD.
DOI: 10.17632/4wzbxsb852
title: Racism and its impact on access to health for people of African descent in the Dominican Republic  

description: Titulo original:  El racismo y su afectación en el acceso a la salud de las personas afrodescendientes en la República Dominicana

En el presente artículo trataré sobre la situación de discriminación racial, en establecimientos de salud en la República Dominicana, lo cual atenta contra este derecho fundamental y la integralidad de la personas que buscan el servicio. Estaré basando esta investigación en la revisión documental de informes de país, publicaciones de análisis científico y otros documentos académicos.
DOI: 10.6084/m9.figshare.22300354.v3
title: Paper 3 Combined Full Transcripts All.docx

description:   
Qualitative insights into the efficacy and impact of an educational scholarship scheme designed to engage communities in incentivizing high school students of developing African countries in order to optimise test scores and expedite SDG-4 actualisation.
DOI: 10.6084/m9.figshare.20514174.v1
title: AK Bldgs - ORNL USA Structure Dataset

description: Alaska building outline dataset.
DOI: 10.17632/9bfhrnm4n5
title: SMMP v. 3.0—Simulating proteins and protein interactions in Python and Fortran

description: Abstract We describe a revised and updated version of the program package SMMP. SMMP is an open-source FORTRAN package for molecular simulation of proteins within the standard geometry model. It is designed as a simple and inexpensive tool for researchers and students to become familiar with protein simulation techniques. SMMP 3.0 sports a revised API increasing its flexibility, an implementation of the Lund force field, multi-molecule simulations, a parallel implementation of the energy function, Pyt... Title of program: SMMP Catalogue Id: ADOJ_v3_0 Nature of problem Molecular mechanics computations and Monte Carlo simulation of proteins. Versions of this program held in the CPC repository in Mendeley Data ADOJ_v1_0; SMMP; 10.1016/S0010-4655(01)00197-7 ADOJ_v2_0; SMMP; 10.1016/j.cpc.2005.10.013 ADOJ_v3_0; SMMP; 10.1016/j.cpc.2007.11.004 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/jj3pgt3c36
title: The impact of heart rate circadian rhythm on in-hospital mortality in stroke and critically ill patients: insights from the eICU Collaborative Research Database

description: All relevant datas from this study.
DOI: 10.17632/x6pg5wps8j
title: Bahasa Cyberbullying Dataset (Source Data: Instagram, Twitter, and Youtube)

description: Dataset Title: Bahasa Cyberbullying Dataset (Source Data: Instagram)
Creator: ys 
Language: Bahasa
The year of establishment: 2023
Time span of data collection: 2022-2023
Labe; 2 labels (cyberbullying and non-cyberbullying)

(Source data: Instagram)
Number of rows: 507 rows

(Source data: Twitter)
Number of rows: 965 rows

(Source data: Youtube)
Number of rows: 65.343 rows
DOI: 10.6084/m9.figshare.12703004.v1
title: Gene database of Methylorubrum extorquens strain TK 0001

description: Formerly known as <i>Methylobacterium extorquens</i>, <i>Methylorubrum extorquens</i> is a methylotrophic bacterium capable of a versatile lifestyle. Able to use acetate, succinate and methanol as carbon sources, the bacterium offers a platform for producing useful products from unconventional substrate in metabolic engineering. This work sought to provide fundamental information about the genetic repertoire of <i>M. extorquens</i> TK0001 through parsing the annotated genome sequence of the bacterium downloaded from Genbank. The resulting gene database comprises gene name, gene function, and gene sequence, and should inform molecular cloning work for deploying interesting genes from <i>M. extorquens</i> in established biotechnology chassis such as <i>Escherichia coli</i> to overcome challenges with the use of <i>M. extorquens</i> in biotechnology.
DOI: 10.6084/m9.figshare.24208659.v1
title: S017.zip

description: Data for S017
DOI: 10.17632/55r7m3tt9j
title: Cicer Arietinum (Chickpea) seed germination

description: Our dataset comprises images of various seeds captured every five minutes within a specially designed grow chamber. This frequent imaging schedule allows for precise monitoring and analysis of the early stages of seed germination.
DOI: 10.17632/9frz4845vw
title: THESSALY 2023

description: Mosquito larvae and adult surveillance data 2021-2023 Thessaly, Ecodevelopment, Greece
DOI: 10.17632/pttvxjcmpd
title: SyntheticHeadPoseDataset_Female_Part2

description: Part 2 of the synthetic facial data rendered from female fbx models with real background. The total dataset contains around 40k facial images generated from 12 identity and the corresponding head pose.
DOI: 10.17632/x983vmsfzh
title: TLM Makes Teaching Interest A case study in special reference with a Physical Science Class

description: Teacher plays an important role in delivering the learning content to the students. The content and the mode of delivery vary from subject to subject often, so the teacher must take care of the subject matter which intends to deliver to the students. For it, the teacher should possess complete knowledge of teaching subject, and then only meets the objects of delivering subject. Each subject has a different type of orientation and determination. This paper probed into a case study of a Physical Science teacher, and Teaching Learning Material (TLM), subject knowledge, the process of content delivery, and its output are presented in this paper. It is an effort to develop a positive attitude towards teaching among the teaching community and students.
DOI: 10.17632/ygbypnb8zg
title: Street vendors in Florencia-Caqueta-Colombia

description: The related data correspond to quantitative information obtained for the development of the article "Social, commercial and economic diversity. Poverty and expectations among street vendors in Florencia, Caquetá, Colombia" and the article in Data In brief.
DOI: 10.17632/89rttg3x6m
title: 3D reconstruction of Crime Scene- A comparative study between 3D laser scanning and Photogrammetry techniques.

description: References used for literature review and journal article. It contains data on 3D reconstructions based on photogrammetry and 3D laser scanning.
DOI: 10.17632/8f7crc5h5k
title: LINF_180020500

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/gxc6j5btrx
title: Wind and solar power generation dataset

description: This dataset contains time-series data for analyzing and predicting wind and solar power generation. The data comes from wind farms and photovoltaic power plants in a certain location, covering detailed meteorological and power generation data for multiple quarters.

Dataset Usage:

Power generation prediction: This dataset can be used to train and evaluate machine learning models, especially deep learning models, to improve the prediction accuracy of wind and solar power generation.

Renewable energy management: helps optimize the scheduling of wind and solar power generation and improve the stability of grid connection.

Research analysis: Support academic research on the impact of meteorological conditions on renewable energy generation, and help understand the relationship between seasonal changes and power generation performance.

Content description:

Wind power data:

Input features: wind speed, air density, etc.
Output variable: Wind power generation.
Data frequency: recorded every hour.
Photovoltaic data:

Input features: temperature, humidity, ground irradiance, atmospheric irradiance, etc.
Output variable: photovoltaic power generation.
Data frequency: recorded every hour.
DOI: 10.17632/gxdmbnmbvh
title: Double Torus Data with Hollow Intersection

description: Double torus data generation involves the computational creation of 3D models representing two torus shapes with a hollow intersection. The process uses mathematical equations and algorithms to define the torus surfaces and their intersection, allowing for accurate visualization and analysis of these complex geometries. This data can be utilized in various fields, such as computer graphics, geometric modeling, and scientific visualization, enabling researchers to explore and understand intricate toroidal structures with practical applications in architecture, design, and engineering. The data set has been generated following our proposed double torus data generation process.
DOI: 10.17632/697dnbtz62
title: Synthesis of compliant mechanisms with selective compliance – An advanced procedure

description: A MATLAB-code for the algorithm presented in paper “Synthesis of compliant mechanisms with selective compliance – An advanced procedure” (https://doi.org/10.1016/j.mechmachtheory.2020.104184).
DOI: 10.17632/7jx8rhkcdz
title: Knee Cartilage Thickness Trajectories

description: Knee cartilage thickness trajectory groups from the Osteoarthritis Initiative (OAI) dataset, as described in Journal of Orthopaedic Research article by Iriondo, C et al. titled "Towards Understanding Mechanistic Subgroups of Osteoarthritis: 8 Year Cartilage Thickness Trajectory Analysis". Subgroup key: {0: stable subgroup, 1: accelerated thickening, 2: plateaued thickening, 3: thickening to thinning, 4: accelerated thinning, 5: plateaued thinning, 6: thinning to thickening} Cartilage compartment key: {LT: lateral tibia, MT: medial tibia, cMF: weight-bearing medial femur, cLF: weight-bearing lateral femur, P: patella}. Each row corresponds to a unique patient-knee (1666 rows total). For each cartilage compartment, a value of 1 indicates belonging to that subgroup.
DOI: 10.17632/hndps6gngr
title: Fusobacterium nucleatum bacteriophage TCUFN3 in combating CRC

description: Reporting summary
DOI: 10.17632/pjvr7yjdfr
title: Use of Eretmocerus eremicus and Amblyseius swirskii to suppress Bemisia tabaci on potted poinsettias in protected culture: Data set

description: The purpose of this study was to determine whether using two natural enemies (a predator, Amblyseius swirskii, and parasitic wasp, Eretmocerus eremicus) in combination would be better at suppressing the main pest of poinsettias, the sweetpotato whitefly (Bemisia tabaci), compared to each natural enemy alone. To test whether the combination of the two natural enemies is superior at suppressing the whiteflies compared to each natural enemy alone, we used both a substitutive and additive design (see Sih et al. 1998. Emergent impacts of multiple predators on prey) to test for both intraspecific and interspecific interactions between our natural enemies on whitefly suppression. Experimental design: Experimental units consisted of 12 whitefly-infested potted poinsettias (subsamples) within a large cage (4 ft x 5 ft x 3 ft; w x l x h). Each trial consisted a total of 24 cages split between two adjacent greenhouses (block_greenhouse 8 and 9). Cages were assigned to one of six treatments (4 treatment replications): 1. Control. No natural enemies were released. Only whiteflies at the start of the trial. 2. Eremicus. Twenty-five E. eremicus pupae released into the cage weekly. 3. Swirskii. Two and a half milliliters of A. swirskii bulk (in carrier material, ~123 mites) spread across the 12 poinsettias at weeks 0 and 4. 4. Eremicus + Swirskii. Combination of treatments 2 and 3 above. 5. Eremicusx2. Fifty E. eremicus pupae released into the cage weekly. 6. Swirskiix2. 5 milliliters of A. swirskii bulk (in carrier material, ~246 mites) pread across the 12 poinsettias at weeks 0 and 4. At the start of the trial (week 0), total number of whitefly nymphs, pupae, exuviae, and adults were counted for every other plant within each cage prior to releasing natural enemies. Number of whitefly nymphs, pupae, exuviae, adults, A. swirskii mites, and E. eremicus adults were subsequently counted on the same plants for individual leaves (1 to 10 = lower to upper canopy) for weeks 2, 4, 6 and 8. Due to difference in subsample level (whole plant vs leaf), data is best analyzed if summed to the plant level first, prior to analysis. In our analysis (ob1_analysesv3), we averaged all plants to the cage level prior to analysis to avoid zero-inflation. Entire trial was replicated a total of three times (spring "A", fall "B", and summer). Spring and fall trials are in the same file ("wfcounts"), since initial and environmental conditions were very similar. Summer trial data is found in the "summertrial.csv" file and was ended prematurely (week 6) due to very high whitefly numbers and rapid plant health decline in all treatments. Endeavor (Pymetrozine) insecticide was applied to all treatments on week four in the summer trial, with no apparent suppression to whitefly populations. Hobo data loggers were placed inside cages in the middle of the greenhouse for each trial and recorded temperature (F) and relative humidity in 30-minute intervals.
DOI: 10.17632/g9m574ybt8
title: ODBP Example .odb files

description: Abaqus Output Database (.odb) files designed for benchmarking ODBP (https://github.com/Computational-Mechanics-Materials-Lab/ODBP) and creating reproducible examples.

These simulations are simplified examples of Wire-Arc Directed Energy Deposition (arc-DED). They are used in ODBP as small, simple examples to show how ODBP reads from, converts, and visualizes .odb data. These files are named according to their sizes: odbp_2k has approximately 2,000 elements, odbp_6k has approximately 6,000 elements, and odbp_15k has approximately 15,000 elements.
DOI: 10.17632/gg57cfkzy3
title: CBT for CUD: Meta-analysis data

description: The data is stored in an MS Excel file and has been processed in SPSS v28.0, with further analysis conducted using STATA 18 for ease. The dataset includes study-level variables such as study ID, country, and setting, along with participant demographics like sample size, age, and gender distribution. It also details the intervention, including the number of CBT sessions and the type of CBT used, and compares it against other interventions such as psychosocial treatments, contingency management, and treatment as usual. The primary outcome measure is cannabis use frequency, reported as mean percentages over past days at short-, medium-, and long-term follow-ups. The dataset includes sample sizes, mean frequencies, and standard deviations for both the CBT and comparison groups at each time point. This data can be interpreted for individual studies or used for meta-analysis, making it a valuable resource for assessing the effectiveness of CBT in reducing cannabis use over time.