Social bots are computer programs created for automating general human activities like the generation of messages. The rise of bots in social network platforms has led to malicious activities such as content pollution like spammers or malware dissemination of misinformation. Most of the researchers focused on detecting bot accounts in social media platforms to avoid the damages done to the opinions of users. In this work, n-gram based approach is proposed for a bot or human detection. The content-based features of character n-grams and word n-grams are used. The character and word n-grams are successfully proved in various authorship analysis tasks to improve accuracy. A huge number of n-grams is identified after applying different pre-processing techniques. The high dimensionality of features is reduced by using a feature selection technique of the Relevant Discrimination Criterion. The text is represented as vectors by using a reduced set of features. Different term weight measures are used in the experiment to compute the weight of n-grams features in the document vector representation. Two classification algorithms, Support Vector Machine, and Random Forest are used to train the model using document vectors. The proposed approach was applied to the dataset provided in PAN 2019 competition bot detection task. The Random Forest classifier obtained the best accuracy of 0.9456 for bot/human detection.

Chandra sekhar sanaboina

The primary cause of many fatalities is hypertension (high blood pressure). Many hypertensive patients are not even aware that they have the condition. As a result, hypertension is sometimes referred to as a silent killer. Until the harmful effects of high blood pressure, such as myocardial infarction, stroke, renal abnormalities, and vision problems, are identified, hypertension is typically asymptomatic. Without the use of herbs and dietary control, conventional medication therapy could not be enough to treat hypertension. The growing number of persons with high blood pressure can be effectively treated using alternative medicine. Numerous alternative therapies, such as diet, exercise, stress management, vitamins, and herbs, have been proven to be effective in lowering high blood pressure. There are several medications available to treat this disorder however popular antihypertensive medications typically have a long list of adverse effects. Numerous active ingredients with pharmacological and preventative qualities found in medicinal plants can be used to treat hypertension. This review discusses an overview of important medicinal plants and phytochemicals with hypotensive or antihypertensive effects.

Mediterranean journal of pharmacy and pharmaceutical sciences

India’s economic system has undergone significant changes in recent years reflecting globalization and changes in national policies. This paper provides a comprehensive analysis of India’s economic growth, focusing on imports and exports. The study explores the key drivers of economic expansion, including trade liberalization, trade agreements, and technological advancement. It also explores the impact of international trade and geopolitical events on business models. It assesses the role of policy measures such as the Goods and Services Tax (GST), the Make in India initiative, and various free trade agreements in generating economic benefits. The paper also assesses the trade balance and its impact on India’s economic stability and growth. The paper concludes with recommendations for improving the market, including diversifying entrepreneurs, investing in infrastructure, and strengthening the domestic economy. The review provides insights to policymakers, businesses, and academics who want to understand and harness India’s economic potential in the global economy

Dr gedam kamalakar

Datura arborea Linn is a sacred plant known for over 3000 years to have been used for magical and curative purposes. It was shown to have a central nervous system depressant effect. The active substances identified were tropane alkaloids: atropine, scopolamine, and hyosine. Therefore, we aimed to find out whether the ethanol extract of Datura arborea Linn has sedative and hypnotic activity. The extract was subjected to a thiopental sodium-induced sleep test and diazepam was used as a standard drug. The plant possesses sedative-hypnotic qualities, the findings indicate that doses of 35 mg/kg (2.70.24 min), 70 mg/kg (3.80.19 min), and 140 mg/kg (4.30.20 min) decreased the control's (9.2 min) latency to fall asleep. In comparison to the control, the length of sleep was increased by 23.46 minutes for 35 mg/kg (99.002.99 min), 70 mg/kg (132.605.53 min), and 140 mg/kg (118.606.04 min), respectively. The present study established the acute toxicity of Datura arborea Linn to be less than 600 mg/kg in mice. This study indicated that the ethanol extract of Datura arborea Linn has a sedative-hypnotic activity in the diazepam-induced sleep test. It is safe to suggest that the extract acts via either β-receptor by causing hyperpolarization or a decrease in spike activity in the cell, leading to relaxation, but these effects were not blocked by β-antagonist or α2-receptor to decrease acetylcholine release, leading to relaxation of the smooth muscle.

Mediterranean journal of pharmacy and pharmaceutical sciences

In this report, Tesco PLC's operation and project management have been fully elaborated on. Tesco PLC is a retail organization that deals with retailing and other related activities in insurance service and retail banking (REUTERS, 2020). Tesco is multinational general merchandise and groceries with headquarters at Welwyn Garden City in England. Based on gross revenue rating, Tesco is the third-largest retailer in the world. Tesco was created by Jack Cohen in 1919 in Hackney, London as a set of markets stalls. Tesco developed and expanded very fast in the whole world and above 100 Tesco shops in the entire Facebook. Tesco has segments in ROI and the UK that is; central Europe (Hungary, Slovakia, and the Czech Republic), the Republic of Ireland, and the United Kingdom which do similar activities to those done in Tesco bank in the United Kingdom (Bedford, 2022). Tesco avails different personal banking packages (services and products) that include personal loans, personal current accounts, and credit card receivables. Tesco's businesses are therefore Tesco Hungary, Tesco UK, Tesco Czech Republic, Tesco Slovakia, Tesco Ireland, Dunnhumby, and Tesco Bank.

Zamzam abdelazim

Epithelial cells, lining the skin and internal organs, play a crucial role as protective barriers and regulators of substance transport. Traditionally, these cells were not considered to employ electrical signaling for communication. However, recent investigations have unveiled that epithelial cells generate slow electrical signals, termed the "silent scream," in response to injury, thus challenging conventional views of intercellular communication. A recent experimental investigation provided compelling evidence for this phenomenon, demonstrating the ability of these cells to transmit electrical signals over considerable distances within the epithelium. The research utilized microelectrode array chips to precisely detect subtle electrical events in keratinocytes and Madin-Darby Canine Kidney (MDCK) cells, revealing spiking activity characterized by slow propagation speeds, distinct from the rapid action potentials of neurons. The mechanisms underlying this novel signaling are explored, focusing on the involvement of mechanosensitive ion channels, calcium signaling, and Adenosine triphosphate (ATP) release. Calcium ions, well-established intracellular messengers, appear to play a central role in this biological phenomenon. Integrating this newly discovered communication mode into the existing understanding of skin cell biology reveals a more intricate picture of how skin senses and responds to its environment. The implications of this finding extend to various facets of skin physiology and pathology, including wound healing, inflammation, and skin aging. In wound healing, where endogenous electric fields guide cell migration and promote repair, this unique type of electrical signaling potentially plays a crucial part. Furthermore, aberrant electrical signaling might contribute to chronic inflammatory conditions, and age-related changes in this signaling could underlie the functional decline observed in aged skin. The potential for other environmental stressors to trigger the epithelial-generated electric signals also warrants investigation. The exploration concludes by discussing potential technological applications, such as bioelectric sensors and enhanced wound healing therapies, and future research directions aimed at further elucidating the molecular mechanisms and functional roles of this non-excitable cell electrophysiology.

Karishma

Various quality control tests are employed for solid dosage forms such as uniformity, dissolution and drug contents in order to assess their pharmaceutical equivalence. The objective of the current study was to assess and contrast five distinct metformin hydrochloride brands that are offered for sale in the Libyan market. The physicochemical equivalence of the five brands of metformin hydrochloride tablets (500 mg) were determined through the evaluation of official and non-official standards according to the USP including uniformity of weight, friability, hardness, dissolution rate and drug content. All the examined brands available in the Libyan market passed the official weight variation, friability, dissolution and disintegration tests and were equivalent. The friability test was found within the specified limit. All the formulations were disintegrated within 09 - 15 min. The tested brands were non-equivalent to the innovator Glucophage® according to their dissolution evaluation. The percentage content of the active ingredient of five brands of metformin tablets showed values within the monograph specifications (95% - 105%). In conclusion, all the five brands available in the Libyan market which were evaluated in this study cannot be substituted with the innovator product in clinical practice.

Mediterranean journal of pharmacy and pharmaceutical sciences

Regression modeling analyses the relationship between two or more variables and can be used to predict the response variable from one or more independent variables. The present study uses linear regression analysis to evaluate the growth in the two fish species of genus Oreochromis, Nile tilapia and Jipe tilapia, under aquaculture conditions. The models were fitted using a collection of functions in the R-software library. The final models were selected using the goodness of fit criteria based on the coefficient of differentiation, the model p- values and Akaike information criteria. The significance of the linear relationship between predictor variables and the mean response was tested by comparing the computed standardized parameter estimates, whereas the confidence intervals were constructed to assess the uncertainty of predicting the response variable and determine outliers in the model. Generally, both species exhibited good condition during growth and all the measured water quality variables significantly afffected growth (p<0.05). However, only temperature and dissolved oxygen produced the most important linear relationship with fish weight. The study recommends that data from a controlled experiment should be used the determine the interactions between the two growth variables.

Omweno job

Smartphones are constantly changing in today's world, and as a result, security has become a major concern. Security is a vital aspect of human life, and in a world where security is lacking, it becomes a concern for mobile users' safety. Malware is one of the most serious security risks to smartphones. Mobile malware attacks are becoming more sophisticated and widespread. Malware authors consider the open-source Android platform to be their preferred target as it came to lead the market. State-of-the-art mobile malware detection solutions in the literature use a variety of metrics and models, making cross-comparison difficult. In this paper various existing methods are compared and a significant effort is made to briefly address android malwares, various methods for detecting android malwares and to give a clear image of the progress of the android platform and various malware detection classifiers.

Jebin bose s

Accounting is a fundamental aspect of business operations because it records transactions through which businesses achieve and retain profitability. Recoding transactions is an important aspect of business because the primary goal of businesses is to maximise profitability (Tirole, 2010). Accounting lays the groundwork to manage the income, expenses, assets and cash flow of the firm, all of which are pivotal to the financial health of the business regardless of its size. This report discusses different accounting principles in practice. The first task utilises the double-entry method to record the transactions of the business in ledgers using the double-entry method. This task also includes the formulation of a trial balance using the balance off rule and illustrates to which final account each trial balance entry is attributable. The second task involves the creation of final accounts for different businesses. The legal implications of varying business structures differ, so their financial statements are different. This task also includes a discussion of the properties, purposes, and structures of different financial statements. The third task addresses bank reconciliation. Bank reconciliation resolves any discordance between the records of the business and its bank statement. The gist of the fourth task is the use of control accounts. Control accounts summarise ledger balances to ensure a match between those accounts and the accounts in the ledger of each account.

Zamzam abdelazim

Since 2006, multiple outbreaks of avian influenza (AI) have been reported in Nigeria involving different subtypes. Surveillance and molecular epidemiology have revealed the vital role of live bird markets (LBMs) in the dissemination of AI virus to commercial poultry farms. To better understand the ecology and epidemiology of AI in Nigeria, we performed whole-genome sequencing of nineteen H9N2 viruses recovered, from apparently healthy poultry species, during active surveillance conducted in nine LBMs across Nigeria in 2019. Analyses of the HA gene segment of these viruses showed that the H9N2 strains belong to the G1 lineage, which has zoonotic potential, and are clustered with contemporary H9N2 identified in Africa between 2016 and 2020. We observed two distinct clusters of H9N2 viruses in Nigeria, suggesting different introductions into the country. In view of the zoonotic potential of H9N2 and the co-circulation of multiple subtypes of AI virus in Nigeria, continuous monitoring of the LBMs across the country and molecular characterization of AIVs identified is advocated to mitigate economic losses and public health threats.

Bitrus inuwa

In this article, a systematic flow of contents was provided with regard to the synthesis of Atovaquone 1a on critical examination of the prior-arts. Several patents and study articles were published, disclosing different synthetic methods for the preparation of Atovaquone 1a at various scales. Based on the starting materials used, there are a few one-step, two-step and multi-step synthetic routes were reported with varied yields. In this work, we have put in our sincere effort to collect all the synthetic routes of Atovaquone 1a in detail with distinct and elaborate reaction schemes for a better and collective process clarity. From this review, global researchers will get a platform to re-design or re-work on the synthetic approach of Atovaquone 1a with better atom economy and purity. In addition, the drug commercialization angle could also be looked in during the design stage itself alongside green chemistry concepts. We have done the chronic analysis of study articles to highlight the commercial feasibility of the disclosed synthetic methods. A special emphasis was given to the synthetic routes with process development initiatives towards, recovery/reuse of costly starting materials/reagents/solvents and their feasibility for large scale manufacturing of drug Atovaquone 1a.

Mediterranean journal of pharmacy and pharmaceutical sciences

A Man-Machine System means an activity occurring/occurred with the involvement of a human being with the help of some tools used to interact with the material. In small foundries, the moulding process is manual & labours have to work in different psychological moods, stress, and strain, without training on ergonomic posture, in different environmental factors such as temperature, vibrations, noise dust which affects productivity and also the amount of human energy input to produce the component. This paper makes an attempt to develop a mathematical model to relate productivity with various parameters and identify the most sensitive parameter to control productivity.

Rahul bachute

This research will discuss the new destination of Toraja coffee as a tourism development strategy. Questions that will be answered is what is the attraction of Toraja coffee tourism as a new tourist destination. Methods of research conducted are field observation and interviews with coffee stakeholders as an informant and foreign tourists as respondents. The results of this study concluded that the appeal of Toraja coffee as a tourism destination is Toraja coffee has characteristic (taste) differently based on the planting area Toraja coffee. There are 15 names of coffee products based on the region and the name of Toraja coffee products taken from the region. E.g. coffee Toraja Sapan, derived from the Sapan area, and coffee Sesean derived from the village of Sesean. Perception of foreign tourists to Toraja coffee is that the taste of Toraja coffee is different based on the height of the coffee planting area to be a tourism identity Toraja Agritourism.

Muhammad hasyim

Periwinkle or Vinca rosea L. has medicinal importance with three phenotypes i.e., Pink, Red eye and White. The present investigation distinguishes the three traits i.e., white, pink and red-eyed flower-bearing traits of V. rosea based on morphology, palynology, pollen grain germination and study of anatomical features of leaf, stem and variations in parts of the flower. The results revealed that significant differences were recorded in stomatal frequency, stomatal index, size of the petals, pollen viability and pollen germination. The highest per cent viability appears in pink flower-bearing plants (98.8%) followed by red-eyed flower-bearing plants (34.3%) and White flower-bearing plants (34%). Similarly, the percentage germination of pollen grains is high in pink flower-bearing plants (98.1%) followed by red-eyed flower-bearing plants (33.3%) and white flower-bearing plants (33.3%).

Veerabhadraswamy al

Over the previous many years, India has taken a few While India has done well in guaranteeing access steps to accomplish its objectives towards universalization and universalisation of pre-essential, essential and of instruction. Past training changes, supported by auxiliary schooling, it is falling behind in numerous focal and state government plans and approaches, boundaries, for example, nature of instructing learning have helped in advancing access and value results, enrolments in advanced education and the and inch nearer to the predefined 2030 targets. Nature of abilities granted to its childhood. While free intercessions in the space of financing, development and innovation have been seen before, a durable methodology embracing each of the three switches are, numerous a period, missing in framework wide mediations. This paper examines key arrangements across these three switches that hold critical guarantee for India and gives proposals to states and different entertainers to accomplish 2030goals by utilizing these arrangements in a brought together way.

Dr gedam kamalakar

Background: This manuscript presents an audit focused on assessing the extent of drug wastage and associated costs linked to the disposal of unused intravenous agents within the operating theatres of a tertiary care hospital. The study aims to carefully look at drug wastage, figure out why it happens, and propose strategies for optimizing resource utilization and cost-efficiency in clinical settings. Materials and Methods: This audit is a prospective observational study carried out in a tertiary care hospital. The amount of drug loaded preoperatively, the amount of drug utilized, the amount of drug unutilized and discarded, the total quantity of drug wasted, and the cost related to the wastage were calculated in percentage. Results: The maximum wastage of loaded drugs was seen with atropine (100%), followed by ephedrine (93.6%), propofol (52.5%), phenylephrine (35.2%), atracurium (28.6%), dexmedetomidine (27.8%), fentanyl (16.8%), vecuronium (16.2%) and morphine (6.4%). The cost analysis revealed that 36.3% of the total loaded drugs were wasted amounting to Rs.46903.54. The cost of wastage of propofol was maximum with Rs.14006 which is 29.8% of total cost wastage followed by atracurium 21%(Rs.9856), dexmedetomidine 18.4%(Rs.8687.5), ephedrine 14.7%(Rs.6919), phenylephrine 10.4%(Rs.4910), fentanyl 3.7%(Rs.1780), atropine 1.9% (Rs.906), vecuronium 1.2% (Rs.563.76), Morphine 0.18% (Rs.85.28). Conclusion: In our audit, the maximum drug wastage was observed with atropine (100%) amounting to Rs.906, and the cost of wastage was maximum with propofol amounting to Rs.14006 which was 29.8% of the total cost of wastage. Our audit underscores the importance of proactive management of drug wastage and disposal costs in healthcare settings, particularly within operating theatres where intravenous agents play a crucial role in patient treatment. By conducting a comprehensive audit and proposing targeted interventions, healthcare institutions can optimize resource utilization, enhance sustainability, and ultimately improve patient outcomes.

Kamal singh

Comparative analysis of plant diversity with reference to Chamundi hills, in Mysore District of Karnataka State

Veerabhadraswamy al

Gaucher Disease (GD) is the most common lysosomal storage disorder. The prevalence of GD is approximately 1/100,000, and type III GD accounts for 5% of cases. [1] It is an autosomal recessive disease due to a GBA gene mutation, leading to glucocerebrosidase enzyme deficiency. [1,2] Gaucher disease (GD) is categorized into three types according to clinical presentation: [3] Type I, which is non-neuronopathic and most common, particularly among Ashkenazi Jews; Type II, which is acute neuronopathic and marked by significant neurological involvement and high mortality rates; and Type III, which is subacute neuronopathic, exhibiting both systemic and neurological symptoms. In this report, we discuss a 24-year-old man from Libya diagnosed with GD type III. His diagnosis was established at the age of one due to symptoms including pallor, poor appetite, and hepatosplenomegaly. Laboratory tests indicated a hemoglobin level of 5.6 g/dL, chitotriosidase activity of 18,742 μmol/L, and an angiotensin-converting enzyme level of 251 UI/L. Genetic analysis confirmed a homozygous L444P mutation. He underwent splenectomy at the age of three, and enzyme replacement therapy (ERT) was administered intermittently with regular follow-ups until 2011. In December 2023, the patient experienced two weeks of abdominal pain, distension, and fatigue. A physical examination revealed ascites, dilated abdominal veins, and an enlarged liver and spleen.

Karishma

This Document addresses the main trends around healthy eating in the global, Latin American, and Peruvian environment related to the proposed business plan. Analysis shows that with an increase in the population around the world it is important for food producing organizations to introduce new food products in order to be in the race of famous food brands. Based on qualitative and quantitative data from various sources, it is possible to know the opportunities for a plant-based burger business. This assignment aims to recognize if there is a favorable evolution for the proposal of this business plan at the different levels of the environment. The brand focused on this assignment in KFC. A plan for introducing green burgers in Peru and other regions of Latin America was developed in this paper.

Zamzam abdelazim