Miracle-dz/UniFAR-FTUs huggingface dataset:
HighTech and

Big data collection involves enormous amounts of raw data. To boost the sustainability of corporate value and support business intelligence and decision-making systems, in-depth data analysis is necessary. The data storage, analysis, and visualization methods, as well as the discovery of patterns and linkages, all depend on extensive data analysis. This study aims to process datasets to learn things like how ratings impact market sales transactions and how much of an impact factor connected to consumers and items have on ratings. Elasticsearch and Kibana were used for the dataset processing. This study evaluated traits related to the test parameters using a variety of test procedures. The product is scored as a representation of the product types involved in the sales transaction, and the name is assessed as a reflection of the customer. Kibana and Elasticsearch, a full-text search engine, were used in this work to do extensive data analysis on data sets. It is a visualization tool that is employed in a controlled environment to evaluate how ratings impact market exchanges for electronic goods, and it offers suggestions. The study found a substantial relationship between electronic product sales on the Amazon marketplace from 2012 to 2018. It suggested the importance of buyer constituents as users and how different product categories relate to ratings in business transactions.
Association between Level of Stress and Somatic Symptoms among Nurses in Jeddah Psychiatric Hospital

: Stress in the nursing profession can be very debilitating especially for psychiatric nurses who deal with mentally ill patients. Such patients may aggravate stress by becoming aggressive or violent. High-stress level among nurses caring for psychiatric patients can lead to somatic symptoms that will negatively affect their health, quality of life and quality of care given. Aim: To assess the association between level of stress and somatic symptoms among nurses in Jeddah Psychiatric Hospital. Methods: A correlational descriptive design with a convenience sampling technique was implemented to access 138 nurses in Jeddah psychiatric hospital using a self-reported questionnaire. A perceive stress scales (PSS) which was developed by Sheldon Cohen in 1983 was used to collect data regarding stress level. While, somatic symptoms scale-8 (SSS-8) Gierk et al. in 2013 has been utilized to collect data relating to the somatic manifestation of stress. Results: Nurses level of stress was found to be moderate, while somatic symptoms level was high and there was a statistically significant positive correlation between stress level and somatic symptoms (r= 0.19) Conclusion and recommendation: Findings indicates that the higher the stress levels, the more somatic symptoms manifestation among nurses working in Jeddah Psychiatric Hospital which indicates the need for stress management intervention via open communication forms, consulting, community cooperation or work environment modifications
Forest Ecology and

Second-growth temperate forests usually have simpler composition and structure than comparable old-growth stands. We evaluated the application of variable density thinning (VDT) as a way to increase old-growth attributes, speci ﬁ cally tree species composition and density in two types of second-growth forests: a mixed ever-green-dominated forest (SE, stem exclusion phase) and a Nothofagus dombeyi -dominated forest (UR, understory reinitiation stage) in southern Chile (40°S Lat.). Six one-ha plots were established in each forest. We applied VDT in three plots in each forest, which included the following sub-treatments: a thinned matrix (M), large and small patches (LP and SP)
Two Primary Basalt Magma Types from Northwest Rota-1 Volcano, Mariana Arc and its Mantle Diapir or Mantle Wedge Plume

Primitive basalts are rarely found in arcs.The active NWRota-1 volcano in the Mariana arc has erupted near-primitive lavas, which we have sampled with ROV Hyper-Dolphin (HPD). Samples from the summit (HPD480) and eastern flank (HPD488) include 17 magnesian basalts (51^52 wt % SiO2) with 7·5^9·5 wt % MgO and Mg-number of 61^67, indicating little fractionation. Olivine phenocrysts are as magnesian as Fo93 and contain 0·4 wt % NiO; the Cr/(CrþAl) values of spinels are mostly 0·5^0·8, indicating equilibrium with depleted mantle.There are three petrographic groups, based on phenocryst populations: (1) cpx^olivine basalt (COB); (2) plagioclase^olivine basalt (POB); (3) porphyritic basalt. Zr/Y and Nb/Yb are higher in POB (3·1^3·2 and 1·2^1·5, respectively) than in COB (Zr/Y1⁄4 2·8^3·0 and Nb/ Yb1⁄4 0·7^0·9), suggesting that POB formed from lower degrees of mantle melting, or that the COB mantle source was more depleted. On the other hand, COB have Ba/Nb (70^80) and Th/Nb (0·4^ 0·5) that are higher than for POB (Ba/Nb1⁄4 30^35 and Th/ Nb1⁄4 0·1^0·2), and also have steeper light rare earth element (LREE)-enriched patterns. Moreover, COB have enriched Sr/Sr and Nd/Nd, and higher Pb isotope values, suggesting that COB has a greater subduction component than POB. Hf/Hf between COB and POB are similar and Hf behavior in COB and POB is similar to that of Zr,Yand HREE, suggesting that Hf is not included in the subduction component, which produced the differences between COB and POB.The calculated primary basaltic magmas of NW Rota-1 volcano (primary COB and POB magmas) indicate segregation pressures of 2^1·5 GPa (equivalent to 65^50 km depth). These magmas formed by 24^18% melting of mantle peridotite having Mg-number 89·5. Diapiric ascent of hydrous peridotite mixed heterogeneously with sediment melts may be responsible for the NW Rota-1 basalts. These two basalt magma types are similar to those found at Sumisu andTorishima volcanoes in the Izu^Bonin arc, with COB representing wetter and POB representing drier magmas, where subduction zone-derived melt components are coupled with the water contents.
Psychotropic medications and the developing brain

Stimulants are the main pharmacological treatment for patients with Attention-Deficit/Hyperactivity Disorder (ADHD). Their current prescription rates are rising, both in children, adolescents and adults. Related to the impulse control phenotype, both preclinical and clinical studies have demonstrated lower γ-amino butyric acid (GABA) levels in prefrontal brain regions in ADHD. Whereas stimulant treatment increases GABA levels, preclinical studies have suggested that stimulant treatment effects may be age-dependent. As the long-term consequences of stimulant use in ADHD children and adolescents have so far been poorly studied, we used magnetic resonance spectroscopy to assess GABA+ and glutamate + glutamine (Glx) levels in the medial prefrontal cortex (mPFC) of adult ADHD patients, both before and after an oral methylphenidate (MPH) challenge. Three groups were studied: 1) ADHD patients who were first treated with stimulants before 16 years of age, i.e. during periods of ongoing brain development (early-stimulant-treated, EST); 2) patients first treated with stimulants in adulthood (i.e. >23y)(late-stimulant-treated, LST), and 3) stimulant-treatment-naive (STN) ADHD patients. Reduced basal GABA+ levels were found in EST compared to LST patients (p=0.04), while after an MPH challenge, only the EST patients showed significant increases in GABA+ (p=0.01). For Glx, no differences were found at baseline, nor after an MPH challenge. First
Genome of the Tasmanian tiger provides insights into the evolution and demography of an extinct marsupial carnivore

The Tasmanian tiger or thylacine ( Thylacinus cynocephalus ) was the largest carnivorous Australian marsupial to survive into the modern era. Despite last sharing a common ancestor with the eutherian canids ~160 million years ago, their phenotypic resemblance is considered the most striking example of convergent evolution in mammals. The last known thylacine died in captivity in 1936 and many aspects of the evolutionary history of this unique marsupial apex predator remain unknown. Here we have sequenced the genome of a preserved thylacine pouch young specimen to clarify the phylogenetic position of the thylacine within the carnivorous marsupials, reconstruct its historical demography and examine the genetic basis of its convergence with canids. Retroposon insertion patterns placed the thylacine as the basal lineage in Dasyuromorphia and suggest incomplete lineage sorting in early dasyuromorphs. Demographic analysis indicated a long-term decline in genetic diversity starting well before the arrival of humans in Australia. In spite of their extraordinary phenotypic convergence, comparative genomic analyses demonstrated that amino acid homoplasies between the thylacine and canids are largely consistent with neutral evolution. Furthermore, the genes and pathways targeted by positive selection differ markedly between these species. Together, these findings support models of adaptive convergence driven primarily by cis -regulatory evolution.
Differences of physical match performance metrics in professional football players classified as injured and uninjured during a season (2016/2017)

: Purpose: The purpose of this study was to investigate the differences of physical performance metrics in two footballer groups (injured and uninjured) during one competitive season. Methods: In a prospective-observational cohort study for one season (2016/2017) we included thirty-four professional football players. Footballers were classified as injured (n=27) and uninjured (n=7). Using Global-Positioning-System Technology (GPS), High-Speed-Running-(HSR), Very-High-Intensity-Speed-Running-(VHS), Maximal-Sprinting-(MS), High-Metabolic-Load-Distance-(HMLD), Maximum-Velocity-(Vmax) or number of accelerations and sprints were assessed from 635 measurements. MANCOVA was performed. Results: The mean number of injuries was 2.0 injuries/injured player, 42.6% of them occurred during the matches and high prevalence or 85.1% was estimated in the lower limbs. The clinical incidence was 1.59 injuries/player and the injury incidence 88.8 injuries/1,000 match-playing-exposure hours. Injured players in relation to counterparts had higher mean HSR (483.5 vs. 389.8meters, p<0.001), VHS (376.6 vs. 322.2meters, p=0.001), MS (105.5 vs. 67.7meters, p<0.001), sprints (7.4 vs. 4.9, p<0.001), accelerations (44.7 vs. 40.5n, p=0.008), and Vmax (8.42 vs. 8.03m/s, p<0.001). In injured players, the post injuries measurements had significant (p<0.05) positive change in mean VHS (+17.9%), HSR (+16.4%) or HMLD (+14.1%). Conclusions: Injured players displayed higher level in physical performance metrics probably due to the effort through the rehabilitation process in order to return faster and more prepared to the official obligations reducing the injury risk.
Device-to-Device Communications A Performance Analysis in the Context of Social Comparison Based Relaying

—Device-to-device (D2D) communications are recog- nized as a key enabler of future cellular networks, which will help to drive improvements in spectral efﬁciency and assist with the ofﬂoad of network trafﬁc. Relay-assisted D2D communications will be essential when there is an extended distance between the source and the destination or when the transmit power is constrained below a certain level. Although a number of works on relay-assisted D2D communications have been presented in the literature, most of those assume that relay nodes cooperate unequivocally. In reality, this cannot be assumed, since there is little incentive to cooperate without a guarantee of future reciprocal behavior. To incorporate the social behavior of D2D nodes, we consider the decision to relay using the donation game based on social comparison, characterize the probability of cooperation in an evolutionary context and then evaluate the network performance of relay-assisted D2D communications. Through numerical evaluations, we investigate the performance gap between the ideal case of 100% cooperation and practical scenarios with a lower cooperation probability. It shows that practical scenarios achieve lower transmission capacity and higher outage probability than idealistic network views, which assume full cooperation. After a sufﬁcient number of generations, however, the cooperation probability follows the natural rules of evolution and the transmission performance of practical scenarios approach that of the full cooperation case, indicating that all D2D relay nodes adapt the same dominant cooperative strategy based on social comparison, without the need for external enforcement.
Pre-Colonial Lusophone Kingship and Elite Migrations: A Case Study of the Warri Kingdom 1

This paper examines how African kingship changed as a result of cross-cultural interaction due to the Portuguese presence in the Niger Delta on the Gulf of Guinea in the sixteenth and seventeenth centuries. The early modern Warri Kingdom had connections to the wider Lusophone world and Europe through the diplomatic missions and migrations of its princes. The Warri Kingdom’s dynasty is composed of twenty-one olus (kings) with the most recent olu being crowned in 2021. This paper examines the biographies of three successive olus who reigned between the late-sixteenth and mid-seventeenth centuries and approaches the lives of these olus as a coeval prism through which to view and better understand the entanglements of religion, commerce, and elite migration.
PERFORMANCE OF CAISSON TYPE QUAY WALLS AT KOBE PORT

ABSTRACT Many caisson type quay walls were damaged in Kobe Port during the 1995 Hyogoken-Nambu earthquake. Seaward displacements of the caisson walls were about 5 m maximum and 3 m average. Although the caisson walls also tilted and settled, they did not collapse or overturn and deformed quite uniformly maintaining almost straight face lines of the walls along the port front alignment (pier head). The high seismic resistant quay walls of a caisson type, which were specifically designed for unloading emergency supplies, performed very well and resisted the strong earthquake motion. Geotechnical investigations including in-situ soil freezing sampling and shake table tests were performed in order to understand the mechanism of deformation in the caisson walls. The displacements of the caisson obtained from the shake table tests agreed very well with those measured in Kobe Port after the earthquake. The results of these investigations suggested that the excess pore water pressure increase in the foundation soil underneath the caissons and in the backfill soil significantly increased the deformation of the caisson walls.
Automatic land cover classi ﬁ cation of geo-tagged ﬁ eld photos by deep learning

With more and more crowdsourcing geo-tagged ﬁ eld photos available online, they are becoming a potentially valuable source of information for environmental studies. However, the labelling and recognition of these photos are time-consuming. To utilise such information, a land cover type recognition model for ﬁ eld photos was proposed based on the deep learning technique. This model combines a pre-trained convolutional neural network (CNN) as the image feature extractor and the multinomial logistic regression model as the feature classi ﬁ er. The pre-trained CNN model Inception-v3 was used in this study. The labelled ﬁ eld photos from the Global Geo-Referenced Field Photo Library (http://eomf.ou. edu/photos) were chosen for model training and validation. The results indicated that our recognition model achieved an acceptable accuracy (48.40% for top-1 prediction and 76.24% for top-3 prediction) of land cover classi ﬁ cation. With accurate self-assessment of con ﬁ dence, the model can be applied to classify numerous online geo-tagged ﬁ eld photos for environmental information extraction. © 2017 Elsevier Ltd. All rights reserved.
Arabian Journal of Business and Management Review (Kuwait Chapter)

Over the last two decades, organizational cynicism has become a buzzword in today’s managerial academic life. The concept reflects the negative feelings employees have toward their workplaces, and it provides interpretations for many unwanted employee behaviors. Many managerial disciplines like leadership, human resources management and organizational behavior have devoted a considerable space for it within their curricula. As organizational commitment determines all employee-employer ties, this concept has attracted much attention in both academic and practical management arenas. Accordingly, and by using quantitative analysis, this study explores the relationship between organizational cynicism dimensions and organizational commitment approaches in the context of public primary schools in Menoufia, Egypt. Correlation and regression results show a negative association between the cynicism dimensions and approaches of organizational commitment.
Emotional, Rational and Scarcity Appeals: Effective Message Appeals For Poster on Mangrove and Seagrass Protection

: The study determined the effective appeals of key messages for poster on mangrove and sea grass protection and conservation, and the socio-demographic and communication characteristics of the respondents. There were 177 respondents from 134 samples in Sitio Maitum for the appeals of key messages for poster on the protection and conservation of mangroves while 232 respondents from 163 samples in Sitio Urban for the appeals of the key messages for sea grasses with a total of 409 respondents. Respondents in Sitio Maitum were younger aged 9-35 years old while in Sitio Urban, (53%) were 36-60 years old. Sitio Urban samples were mostly males (54%), while in Sitio Maitum, majority (50.85%) were females both with varied educational attainment but many of the respondents in Sitio Urban attained high school while many were elementary level in Sitio Maitum.T. V. was the most widely used medium in Sitio Urban while radio was the most commonly used in Sitio Maitum. Most of them preferred oral than written in receiving and disseminating information. The flow of information in the community was from the leaders to the people. The leaders kept their constituents well informed of the different activities in the community. All appeals of the key messages for poster on sea grass protection and conservation were rated highly effective but Emotional and Rational appeals were most effective on the protection and conservation of sea grasses while Scarcity Appeal was most effective appeal for poster on the protection and conservation of mangroves.
Multicultural and Multireligious

This study aims to produce a game-based integrative thematic physical activity model product that is packaged in the form of a guidebook to develop interpersonal intelligence and manipulative movement skills for kindergarten students and determine the feasibility and effectiveness of game-based integrative thematic physical activity models. This research is a development research using the Borg & Gall model which includes ten stages, namely information collection, information analysis, initial product development, expert validation and revision, initial trial (small group product trial), initial product revision, field trial main program (large group trial), operational product trial (effectiveness test), final product manufacture and dissemination and implementation. The subjects of this study were kindergarten students in Central Cilacap District, Cilacap Regency. The trials carried out included two stages, namely a small-scale trial conducted on 10 students and a large-scale trial conducted on 20 students and the effectiveness test was carried out with 10 students. The results of the assessments from material experts and practitioners were analyzed using the Content Validity Ratio (CVR) and obtained the validity level of animal-themed games 0.91, plant-themed games 0.92, vehicle-themed games 0.91 in the range 0.80-1.00 and shows a high level of validity, then the game-based integrative thematic physical activity model is feasible to use. The results of the small group trial showed that interpersonal intelligence was 3.03 in the "Good" category, while the manipulative movement skills were 13.3 in the "Average" category. The results of the large group trial showed that the interpersonal intelligence of each kindergarten was 3.11 and 3.12 with the "Good" category, while the manipulative movement skills of each kindergarten were 15 with the "High" criteria. The results of the effectiveness test were calculated using a paired sample t test and the results showed that the significance value of interpersonal intelligence and manipulative movement skills was 0.016 and 0.010 respectively less than 0.05, so there was a significant effect of the game-based integrative thematic physical activity model on interpersonal intelligence and manipulative movement skills of kindergarten students.
Al-Qadisiyah Journal of Pure Science Al-Qadisiyah Journal of Pure Science

This study was carried out at Al-Hanadi Research Station -Agricultural Scientific Research Center in Lattakia during spring 2019, to study the effect of foliar spray with different concentrations of humic acid (500, 1000 and 1500 ppm) and salicylic acid (50, 100 and 150 ppm) on Spunta potato plants at two levels of irrigation 40% and 80% of field capacity. The experiment included 14 treatments and 3 replicates for each one. Experiment was designed according to a completely randomized design in split plots. Results showed a decrease in vegetative surface area and yield kgm -2 at irrigation level 40% of field capacity, while tubers content of proline and dry matter tubers increased. The highest tuber content of proline was in humic acid 1000 ppm at 40% of field capacity. At irrigation level 80% of field capacity, the treatment with salicylic acid 100 ppm showed the highest yield 40900 kgh -1 and the highest tuber content of sugars in salicylic acid 100 ppm at the same irrigation level. Salicylic acid treatment 50 ppm gave also the highest vegetative surface area (2278) cm 2 .