cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/4kv67mpm7z.1
title: Failure mechanism data related to the crack path of additively manufactured Ti-6Al-4V reiforced by nano-sized particules

description: Various kinds of data (i.e., Photographs, Matlab Executable Script, Excel files, EBSD data set) has been gathered in the present repository to give a comprehensive overview of the fracture surface morphology observed on the fracture surface of a novel metallic matrix composite (MMC) based Ti-6Al-4V alloy processed by laser-powder bed fusion (L-PBF) technique. Alike its unreinforced counterparts, such additively manufactured (AMed) Ti-6Al-4V tends to present clear inclined planes on the fracture surface macroscopically (the so-called "stair-like" pattern). In other words, the crack path does not obey to the mode I fracture plane in this zone. Furthermore, based on eight (8) different specimens, the fraction of stair-like pattern occurrence on the fracture surface varies from 4.6 to 17.6%. Outside this stair-like pattern, the fracture surface presents mode I fracture plane and shear lip next to lateral surface of the specimen.
To clarify the reason for this peculiar behavior, one specimen presenting such a fracture surface pattern has been sliced at a position where the fracture surface presents both stair-like pattern and mode I fracture surface mode. The obtained surface was finished by colloidal silica suspension to undertake electron back scattered diffraction (EBSD) characterizations at several key positions. 
(i) One EBSD acquisition has been operated along an inclined plane (corresponding to Fig. 2(a) of the related Data in Brief).
(ii) One EBSD acquisition has been operated at the transition between the stair-like pattern and the mode I fracture mode (corresponding to Fig. 2(b) of the related Data in Brief).
(iii) One EBSD acquisition has been operated at a location where mode I fracture mode occurs (corresponding to Fig. 2(c) of the related Data in Brief).
For each position, based on the EBSD data (raw files .osc available in the present repository) the local microstructure has been analyzed via crystallographic and geometrical orientation of the primary α- grains. 

Furthermore, one particular crack path observed in one "valley" of the stair-like pattern has revealed a kink, such as the local crack path is almost perpendicular to the loading direction, which is an extremely detrimental configuration from the energy viewpoint. An EBSD acquisition of this zone (corresponding to Fig. 3 of the related Data in Brief) has been carried out.
DOI: 10.17632/bmgx9pnrrg.3
title: IL-34 attenuates TCMR of KT

description: original data
DOI: 10.17632/wzx5g42c6s.1
title: alpelisib AEs

description: Alpelisib-related adverse events from the FDA Adverse Event Reporting System database (FAERS)
DOI: 10.17632/nw6k3mghxr.1
title: Dataset of parameters and HAZ size in laser scanning of CFRP

description: Single-line and single-shot scanning experiemnts on the surface of unidirectionally laminated carbon fiber reinforced composites (CFRP) were conducted with CW laser and PW laser, respectively. The present dataset contains the laser processing parameters and corresponding HAZ sizes used for the building and validation of HAZ extension models.  
Nomenclature:
P	Laser power
v	Scanning speed
r	Focused spot radius
τ	Pulse duration
f	Pulse frequency
L	HAZ size
DOI: 10.17632/nw6k3mghxr.2
title: Dataset of parameters and HAZ size in laser scanning of CFRP

description: Single-line and single-shot scanning experiemnts on the surface of unidirectionally and bidirectionally laminated carbon fiber reinforced composites (CFRP) were conducted with CW laser and PW laser, respectively. The present dataset contains the laser processing parameters and corresponding HAZ sizes used for the building and validation of HAZ extension models. 
Nomenclature:
P Laser power
v Scanning speed
r Focused spot radius
τ Pulse duration
f Pulse frequency
L HAZ size
DOI: 10.17632/s25947r7md.1
title: Data-set for Cases of Sexually Transmitted Diseases: Jos University Teaching Hospital, Plateau State,Nigeria

description: This procedure is designed to summarize several columns of quantitative data. It will calculate various statistics, including correlations, covariances, and partial correlations. Also included in the procedure are a number of multivariate graphs, which give interesting views into the data. Use the Tabular Options and Graphical Options buttons on the analysis toolbar to access these different procedures. After this procedure, you may wish to select another procedure to build a statistical model for your data. Depending on your goal, one of several procedures may be appropriate. Following is a list of goals with an indication of which procedure would be appropriate: GOAL: build a model for predicting one variable given values of one of more other variables. PROCEDURE: Relate - Multiple Factors - Multiple Regression GOAL: group rows of data with similar characteristics. PROCEDURE: Describe - Multivariate Methods - Cluster Analysis GOAL: develop a method for predicting which of several groups new rows belong to. PROCEDURE: Relate - Classification Methods - Discriminant Analysis GOAL: reduce the number of columns to a small set of meaningful measures. PROCEDURE: Describe - Multivariate Methods - Factor Analysis GOAL: determine which combinations of the columns determine most of the variability in your data. PROCEDURE: Describe - Multivariate Methods - Principal Components GOAL: find combinations of the columns which are strongly related to each other. PROCEDURE: Describe - Multivariate Methods - Canonical Correlations
DOI: 10.17632/s25947r7md.2
title: Data-set for Cases of Sexually Transmitted Diseases: Jos University Teaching Hospital, Plateau State,Nigeria

description: This procedure is designed to summarize several columns of quantitative data. It will calculate various statistics, including 
correlations, covariances, and partial correlations. Also included in the procedure are a number of multivariate graphs, which 
give interesting views into the data. Use the Tabular Options and Graphical Options buttons on the analysis toolbar to access 
these different procedures.

After this procedure, you may wish to select another procedure to build a statistical model for your data. Depending on your 
goal, one of several procedures may be appropriate. Following is a list of goals with an indication of which procedure would be 
appropriate:
GOAL: build a model for predicting one variable given values of one of more other variables.
PROCEDURE: Relate - Multiple Factors - Multiple Regression
GOAL: group rows of data with similar characteristics.
PROCEDURE: Describe - Multivariate Methods - Cluster Analysis
GOAL: develop a method for predicting which of several groups new rows belong to.
PROCEDURE: Relate - Classification Methods - Discriminant Analysis
GOAL: reduce the number of columns to a small set of meaningful measures.
PROCEDURE: Describe - Multivariate Methods - Factor Analysis
GOAL: determine which combinations of the columns determine most of the variability in your data.
PROCEDURE: Describe - Multivariate Methods - Principal Components
GOAL: find combinations of the columns which are strongly related to each other.
PROCEDURE: Describe - Multivariate Methods - Canonical Correlations
DOI: 10.17632/986b3bhtcs.1
title: Thermal-gradient-induced isotope fractionation during CO2-O2 triple oxygen isotope exchange

description: data for "Thermal-gradient-induced isotope fractionation during CO2-O2 triple oxygen isotope exchange". Including thermal diffusion data, blank test data, time for diffusion to reach steady state, and oxygen isotope exchange between CO2/O2 and quartz reactor.
DOI: 10.17632/g8p46cw7j4.1
title: 3D models of molars - Diet of Neanderthals and early Homo sapiens from macrowear analysis of mandibular molars

description: This dataset contains 3D models of first and second lower molars that belong to Neanderthals, fossil Homo sapiens (from Middle and Upper Paleolithic) and recent modern humans with different surviving strategies (hunter-gatherers, pastoralists and early farmers). The 3D digital surface models were generated using a 55 mm resolution white-light scanning system (smartSCAN 3D, Breuckmann GmbH) after the obtaining of dental replicas by moulding the original dentition using a light viscosity polyvinylsiloxane silicone, ProvilH Novo Light C.D.2 (Heraeus Kulzer GmbH), which was filled with a special gypsum (Everest® Rock, KaVo).
DOI: 10.17632/3tgc8bd5jm.1
title: Fruit Fly (Tephritidae, Diptera) Communities along Elevational and Disturbance Gradients in Papua New Guinea Rainforests

description: Papua New Guinea’s first ever multi-purpose National Forest Inventory project included in its biodiversity observation three target invertebrate groups: fruit flies (Insecta: Diptera: Tephritidae), moths (Insecta: Lepidoptera: Geometridae) and ants (Insecta: Hymenoptera: Formicidae). In PNG, these groups are well known taxonomically, are easy to identify and are species-rich. Distributed across different forest types and altitude, they respond to environmental conditions and therefore are of high bio-indicative value representing a mix of ecological roles and trophic levels in forest communities. Assessment of indicator targets of the forest components of floral and faunal communities and the soil condition gives status of the health of the forests (Hughes et al., 1992). Papua New Guinea National Forest Inventory offers a presentable platform for floral assessment in which the faunalistic component can be cost-effectively incorporated, (Novotny and Toko, 2015).
PNG has the greatest national diversity of tropical fruit fly species (Diptera: Tephritidae: Dacinae) in the world (Leblanc et al., 2001). Diverse as it is with over 250 species, it is also economically important as it includes numerous pest species. Fruit fly pest species prevalence has provoked agricultural research on fruit flies in PNG with collaborations from Australia in recent years which is ongoing. Fruit flies including the agricultural pest species, also attack numerous rainforest fruits and are therefore an important component of forest communities (Novotny and Toko, 2015). The Tephritidae was chosen as one of the indicator targets for assessment of forest health because fruit flies have good indicator features of large population sizes, short life-spans, fast reproduction with multiple overlapping generations, and they respond rapidly to environmental change (Hilty and Merenlender, 2000). The objective of my study therefore is to assess the response of fruit fly species diversity, distribution and community composition to different forest types and at various elevations in the region surveyed. The record will be used for long term resurvey purpose to ascertain changes that may occur.
DOI: 10.17632/ncpwm55snp.1
title: Replication of the paper "Measuring Access and Inequality of Access to Health Care: A Decomposition Approach"

description: This folder contains the Stata do-files and data used to replicate the results presented in the scientific publication titled Measuring Access and Inequality of Access to Health Care: A Decomposition Approach. 
The do-files are designed to import data, compute various indices related to access to healthcare, perform factor decomposition, generate figures, and conduct inequality decomposition.
DOI: 10.17632/dfk676gdzt.1
title: P2X7 receptor inhibition alleviates mania-like behaviour independently of IL-1β

description: Raw data for all figures in the manuscript by Gölöncsér et al..
DOI: 10.17632/js2wtzts3s.1
title: Dataset: Influence of local site effects on seismic risk maps and ranking of Italian municipalities

description: The dataset reports the shapefiles of the maps included in the paper by Sabetta et al. (2023).

Fabio Sabetta, Gabriele Fiorentino, Flavio Bocchi, Martina Sinibaldi, Gaetano Falcone, Amerigo Mendicelli.
Influence of local site effects on seismic risk maps and ranking of Italian municipalities. Bull Earthquake Eng 21, 2441–2468 (2023). https://doi.org/10.1007/s10518-023-01619-9.

A brief description of the data is provided in the attached file named "Dataset_Sabetta_et_al_2023_Seismic_risk_maps.pdf".
DOI: 10.17632/jdn6z5m6zs.1
title: Dataset - Hi-c analysis for Oxtr and Oxt

description: The database of each mouse sample
DOI: 10.17632/jd8bwnzvcg.1
title: Raw lab data of Fecal Calprotectin, Serum Ferritin and C-Reactive Protein in Individuals Suffering from Inflammatory Bowel Disease with coexistent Type 2 Diabetes Mellitus in Latvia

description: This is the data set for publication of: "Elevated Fecal Calprotectin, Serum Ferritin and C-Reactive Protein in Individuals Suffering from Inflammatory Bowel Disease with coexistent Type 2 Diabetes Mellitus", Sargautiene et al.
This retrospective database study compares laboratory data from patients with IBD who have T2DM (IBD with T2DM) with patients who have IBD but do not have T2DM. The studied dataset, comprising laboratory tests and disease records, comes from Latvia's clinical laboratory, "E. Gulbis Laboratory" (EGL), situated in Riga, Latvia. Data generation relied on the EGL database, which documents and stores clinical data obtained during patient laboratory visits. All patient data used in this study were subjected to deidentified measures to protect privacy. All patient data used in this study was anonymized before its use. To ensure the distinctiveness of each patient, a unique identification number was assigned to them during their initial visit to the EGL laboratory. This identifier remained unchanged for all subsequent analyses, facilitating the accurate tracking and differentiation of individual patients within the study. Unique number was additionally depersonalised in current data set by assigning unique number coded as "PATNR".
DOI: 10.17632/gmc5kdyn2w.1
title: Establishing a 3D culture system for early organogenesis of monkey embryos ex vivo and single-cell transcriptome analysis of cultured embryos

description: Table S1: The markers were used to annotate cell clusters.
Supplemental code 1: MERGING LOOM FILES
DOI: 10.17632/hm4v98bzwf.1
title: Edge View SNDlib Database formatted for VNE_CRS

description: 5G technologies have enabled new applications on a heterogeneous and distributed infrastructure edge which unifies hardware, network and software aimed at digital enabling. Based on the requirements of Industry 4.0, this infrastructure is developed using the cloud and fog computing sharing model, which should meet the needs of service level agreements in a convenient and optimized way, requiring an orchestration mechanism for the dynamic resource allocation. Among these mechanisms, virtual networks embedding (VNE) and dynamic resource management (DRM) have shown a way to define where and how edge technology should be used. This paper proposes a resource allocation algorithm, VNE_CRS, which uses an artificial intelligence technique called reinforcement learning to orchestrate multiple domains, benefiting from its characteristic of considering the whole problem, end-to-end, using different aspects of 5G Quality of Service Indicator (5QIs). Experiments were carried out in simulation comparing VNE_CRS with state-of-the-art algorithms for the multi domains Edge environment. Results have shown that the usage of reinforcement learning techniques to VNE resource allocation has shown performance gains. It can not only simplify the VNE architecture but also act as a full orchestration system that aims to the strategic long run results of whole infrastructure usage.
DOI: 10.17632/ckkpwwydw8.1
title: Fact-Checked Facebook News Corpus from Bangladesh

description: This dataset is a meticulously curated collection of Bengali fact-checked fake news reports, assembled by the FactWatch team, a renowned IFCN signatory and Meta's third-party fact-checking partner in Bangladesh. Spanning from October 4, 2021, to May 25, 2023, it comprises 1014 comprehensive reports that encapsulate the rise of misinformation during the Covid-19 pandemic, particularly on Facebook. Each report in this dataset has been manually annotated by expert annotators from the FactWatch team. The annotations include detailed summaries, report categories, accurate veracity labels, examples of the original fake news content, and in-depth evaluations of the fact-checking process. This labor-intensive annotation process ensures high-quality, reliable data. The dataset stands as a critical resource for research in the domains of misinformation analysis, natural language processing, and automated fact-checking systems. It is particularly valuable for those focusing on the Bengali language and information ecosystem, providing a foundational dataset for further study and innovation in combating digital misinformation.
DOI: 10.17632/ckkpwwydw8.2
title: Fact-Checked Facebook News Corpus from Bangladesh

description: This dataset is a meticulously curated collection of Bengali fact-checked fake news reports, assembled by the FactWatch team, a renowned IFCN signatory and Meta's third-party fact-checking partner in Bangladesh. Spanning from October 4, 2021, to May 25, 2023, it comprises 1014 comprehensive reports that encapsulate the rise of misinformation during the Covid-19 pandemic, particularly on Facebook. Each report in this dataset has been manually annotated by expert annotators from the FactWatch team. The annotations include detailed summaries, report categories, accurate veracity labels, examples of the original fake news content, and in-depth evaluations of the fact-checking process. This labor-intensive annotation process ensures high-quality, reliable data. The dataset stands as a critical resource for research in the domains of misinformation analysis, natural language processing, and automated fact-checking systems. It is particularly valuable for those focusing on the Bengali language and information ecosystem, providing a foundational dataset for further study and innovation in combating digital misinformation.
DOI: 10.17632/ckkpwwydw8.3
title: Fact-Checked Facebook News Corpus from Bangladesh

description: This dataset is a meticulously curated collection of Bengali fact-checked fake news reports, assembled by the FactWatch team, a renowned IFCN signatory and Meta's third-party fact-checking partner in Bangladesh. Spanning from October 4, 2021, to May 25, 2023, it comprises 1014 comprehensive reports that encapsulate the rise of misinformation during the Covid-19 pandemic, particularly on Facebook. Each report in this dataset has been manually annotated by expert annotators from the FactWatch team. The annotations include detailed summaries, report categories, accurate veracity labels, examples of the original fake news content, and in-depth evaluations of the fact-checking process. This labor-intensive annotation process ensures high-quality, reliable data. The dataset stands as a critical resource for research in the domains of misinformation analysis, natural language processing, and automated fact-checking systems. It is particularly valuable for those focusing on the Bengali language and information ecosystem, providing a foundational dataset for further study and innovation in combating digital misinformation.
DOI: 10.17632/8dh8bv7kn5.1
title: LANCE trial

description: The Lance study focuses on evaluating the impact of adding atezolizumab to chemotherapy in terms of survival benefits and progression-free survival. The study also investigates whether the biomarkers miR375 and miR21 have predictive value.

Research Hypothesis:
The hypothesis posits that atezolizumab, when combined with chemotherapy, improves overall survival and progression-free survival in patients. Additionally, it hypothesizes that miR375 and miR21 can serve as predictive biomarkers for treatment response.

Data Collection and Methodology:
Participants: The study involved patients receiving chemotherapy for a specific condition (not mentioned in the prompt).
Intervention: Participants were divided into two groups; one receiving standard chemotherapy and the other receiving chemotherapy plus atezolizumab.
Biomarker Analysis: Levels of miR375 and miR21 were measured to assess their correlation with treatment outcomes.
Duration: The study spanned a specific time frame, observing the patients' responses and survival rates.
Key Findings:
Survival Rates: The data might show a statistically significant improvement in survival rates in the group receiving atezolizumab.
Progression-Free Survival: This group might also demonstrate a longer progression-free survival period compared to the standard chemotherapy group.
Biomarker Predictive Value: The study might find that high or low levels of miR375 and miR21 correlate with better or worse outcomes, indicating their potential as predictive biomarkers.
Interpretation of Data:
Efficacy of Atezolizumab: If the data shows improved outcomes with atezolizumab, it suggests its efficacy in enhancing the effectiveness of chemotherapy.
Role of Biomarkers: The correlation between miR375/miR21 levels and treatment outcomes could pave the way for personalized medicine, where treatments are tailored based on individual biomarker profiles.
Implications and Usage:
Clinical Practice: The results could influence treatment protocols by integrating atezolizumab into standard chemotherapy regimens for certain conditions.
Future Research: The findings regarding miR375 and miR21 can lead to further research in biomarker-driven therapy.
Personalized Medicine: The study highlights the potential of using biomarkers for tailoring cancer treatments to individual patients.
Limitations:
The study might have limitations such as sample size, diversity of the participant pool, or the specificity of the condition treated, which should be considered while interpreting the results.

In summary, the Lance study provides valuable insights into the role of atezolizumab in chemotherapy and the potential of miR375 and miR21 as predictive biomarkers. This data, subject to peer review and further validation, could significantly impact the field of oncology and personalized medicine.
DOI: 10.17632/vtsrpysgjp.1
title: Evaluation of Safety and efficacy of dietary fiber supplementary combinationin patients with chronic metabolic disorders

description: Introduction: Intake of dietary fibre (DF) has beneficial effects on the risk factors responsible for development of several chronic diseases like IBS, obesity, colorectal cancer, type 2 diabetes and cardiovascular diseases. Hence this study was conducted with aim to evaluate the safety and efficacy of Fitofy, a soluble dietary supplement in various chronic metabolic disorders and chronic GIT disorders with or without other co-morbidities. Methodology: This prospective, observational, multicentric study was conducted for a period of one year from Jan 22 to Dec 22 including 120 patients. Results and discussion: Statistically significant improvement was seen in various efficacy parameters such asglycaemic control amongst diabetes mellitus patients and lipid profile in dyslipidaemia. Various efficacy parameters for obesity like weight, hunger level and waist circumference showed highly statistically significant fall from baseline. Significant reduction was observed in stool hardness and sensation of incomplete evacuation parameters in patients with constipation. Spontaneous defecation and bowel frequency per week also showed good improvement.Good to excellent safety was observed in 97.19 % of the patient. No adverse event was reported by physician in any patients, A view of good to excellent tolerability was opined by 84.30 % patients. Conclusion: The dietary fiber supplement combination (DFSC) of inulin, partially hydrolysed guar gum, and resistant maltodextrin with proper diet therapy/modifications is found to be safe and effective in causing significant improvements in efficacy parameters of various chronic metabolic disorders like type 2 DM, dyslipidaemia, overweight/obesity, and chronic GI disorders.