Volume 10 | Issue 10

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Imbalanced data, multinomial data, SMOTE, Prediction.

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In today's world, both consumers and businesses are beginning to question the environmental friendliness of many items. Evidence from around the world reveals that people are currently concerned for their environment. They are enthusiastic in making adjustments to their behaviour. Therefore, the idea of environmentally friendly products and environmentally friendly marketing is anticipated to result in a growing market for environmentally friendly and socially responsible goods and services. Consequently, as worldwide consumer awareness regarding the protection of their own environment continues to rise, more and more people are becoming interested in the idea of leaving a clean earth for the generation that will come after them. For the purposes of this research study, the researchers focused on some of Gujarat's larger cities, including Ahmedabad, Vadodara, Surat, and Rajkot. This research will focus on the purchasing habits of 250 people from each of these four cities. The responses from these one thousand customers were analysed with SPSS software, and the primary data that was collected was analysed with ANOVA and Chi-Square methods in order to investigate the attitudes and behaviours of the respondents with regard to environmentally friendly products and green marketing.

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Green Products, Consumer, B?haviour, Green Marketing

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Creative Commons Attribution 4.0 and The Open Definition

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because of their restorative powers, medicinal plants have made significant contributions to mankind since ancient times. Plant-based medicines' place in healthcare is ensured by key factors such as protection, grade, and performance. The cannonball tree, couroupita guianensis aubl, is one of the lecythidaceae family (brazil-nut family). The antibiotic, antiseptic, and anti-inflammatory. The cannonball tree's antipyretic, antifertility, antistress, antiulcer, and antifertility wound healing characteristics have gotten worldwide interest. Almost every part of the tree has been used to treat a variety of ailments in traditional medicine. C. Guianensis has been identified to contain a variety of bioactive compounds, including isatin, tryptanthrin, and indirubin. The phytochemistry, ethnopharmacology, morphology, ecology, and toxicological statistics of c. Guianensis are all examined in depth in this study. The goal of this observation is to summarise current know-how on c. Guianensis' therapeutic effectiveness with the intention to provide a platform for destiny research on antimycobacterial, analgesic, and antiarthritic, antidiarrheal, and anti-biofilm, antimicrobial.

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couroupita guianensis, phytochemical, pharmacological activity.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Electoral Politics, Local Governance, Law and Policies, Naga Women, Political Participation

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Creative Commons Attribution 4.0 and The Open Definition

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Every year more than a thousand women are being murdered in the name of 'Honour/Respect'. The Constitution of India has guaranteed the right of every citizen to life and to live with dignity. Social and cultural pressures cannot infringe on the right to live with dignity in society. But as killing in the name of family honor is illegal, the law has provided provisions to deal with these unfair practices. The purpose of this paper is to explain the underlying reasons for the incidents of 'honour' killings, and to find out why many cases of 'honour' killings go unreported, due to which criminals are usually able to escape punishment. This research aims to investigate the crime of honor killing by detailing its close association with cultural norms for women's sexuality. This research seeks to address the current dilemmas of balancing multiculturalism and diversity in North India on the one hand and counteract the highly violent cultural reactions, which are a clear violation of Indian laws.

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Creative Commons Attribution 4.0 and The Open Definition

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Among the nineteen different tribes, the Tripuris are the largest tribe in Tripura in terms of numbers. According to Suniti Kumar Chatterjee 'Tripuris belong to the Bodo clan of Indo-Mongolian population. The Bodoras were spread throughout the Brahmaputra valley and formed strong organizations in North Bengal and East Bengal and spread throughout North East India. The Bodedas are the most important Indo-Mongol population in eastern India and the mainstay of the current population of these regions. Tripuris are divided into two groups - Old Tripuri and Desi Tripuri. The Purana Tripuris claim that they are the original inhabitants of Tripura and that the Kshatriya warriors are their ancestors. Purana Tripuri along with Devavarman are numerically superior to other tribes. Desi Tripuris originated from a mixture of Bengalis and Tripuris. Tripuris have their own dialect. This dialect, called Kok Barok, is part of the Bodo group of the Assamese Burmese branch of the Tibeto Burmese language family. It is the mother tongue of most of the tribes. Mother tongue of most of them. It has no written form.

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kuki Revolt, British soldiers, Led by Ratan Pooya, Hill Tribes,British Governmen

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A series of 1,2,4-triazole derivatives were synthesized by conventional method and characterized by IR, NMR, and mass spectral data. Pathogenic microorganisms are causative agents for different types of serious infectious diseases. Despite advancements in medication, bacterial infections continue to be a growing problem in health care. As more and more bacteria become resistant to antibiotics used in therapy there is considerable interest in the development of new compounds with antimicrobial activity. The compounds containing a heterocyclic ring play an important role among organic compounds with biological activity used as drugs in human, veterinary medicine or as insecticides and pesticides in agriculture. The compounds were evaluated for antimicrobial and activity. The pharmacological evaluation of 1,2,4-triazole derivatives revealed that, among all the compounds screened compound code 4 c showed leading antibacterial activity against the selected pathogenic strains of bacteria.

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1,2,4-triazole, antimicrobial activity

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Creative Commons Attribution 4.0 and The Open Definition

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AAHPER, speed, Leg explosive Strength, agility, Flexibility, Kabaddi and Kho-Kho Players.

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Creative Commons Attribution 4.0 and The Open Definition

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Temsula Ao, Folklore, Poetry, Writings in English fromNortheast India, Oral Tradition, The Old Story-Teller, Soul-Bird, Nowhere Boatman, Stone-People From Lungterok

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The purpose of this project is to create verification portal with the help of Machine Learning for the ease of customers to update and validate their credentials for banking purposes like creating a bank account, applying for a loan, and various other business purposes, for the purpose of convenience and saving time. It involves collecting basic identity & address information about the customer. Regulatory agencies have been coming down heavily on defaulting organizations thereby forcing many of them to invest in state of the art financial transaction surveillance systems.[2] This will not only speed up the process of KYC phenomenally, it will also make it error free. In our mobile application, the customers can update their KYC by capturing photos of their AADHAR credentials. The app will use OCR (Optical Character Recognition) to minimize the typing errors and thus fills up the form without errors, saving valuable time.

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FINAL YEAR PROJECT

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Pain, Panchakarma, Raktamokshana, Agnikarma, Ayurvedic Pain relief, Yoga

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Background: TFCC is a load bearing structure on the ulnar aspect of wrist. As a evidence based practitioner physical therapist need to consider diagnostic accuracy of the test. The purpose of the study was to evaluate sensitivity and specificity of the test to rule in or rule out the injury. Method: A cross sectional study was performed from Jan 22 to June 22. A purposive sampling technique was applied to select 7 participants. The special test was performed on the participants and the results were compared with the gold standard (MRI). The participants were categorized in the respective groups and sensitivity and specificity were calculated. Results: Prevalence of the injury among the general population was 27% and 49% involving both traumatic and degenerative injury respectively. The TFCC compression test is neither sensitive nor specific for ruling in or ruling out TFCC injury(SN:0.14,SP:0.00)(p value less than 0.005). Conclusion: It is clearly indicated that the test have very poor diagnostic accuracy for ruling in and ruling out TFCC injury. More focus should be given to history taking and physical examination rather than considering special test as a diagnostic tool.

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Creative Commons Attribution 4.0 and The Open Definition

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Marriage system differs from community to community and from place to place. Likewise, even in Naga society every tribe has a unique way of celebrating this event. The institution of marriage is recognized in all cultures and societies as the core pillar of society. This paper examines the traditional and contemporary marriage system of the Lotha Nagas. This paper also studies the changes of the marriage system and rituals in the Christian era. The Lothas are also known as Kyongs, they traditionally inhabit in the district of Wokha in Nagaland. The marriage in the olden days had several rituals to be followed before they were officially declared as marriage. But, with the coming of Christianity and modernity the old customs and rituals that were practiced are been discarded and a new system based on Christian value has been adopted.

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Marriage, Traditional, Christianity, customs, rituals

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The purpose of education management is to create a congenial environment for the attainment of the aims and objectives of the educational system. Knowledge of relevant management theories, principles concepts,techniques,skills and their application to education system is necessary for its effective and efficient functioning and outputs. Scientific and systematic management of education is expected to bring about qualitative changes in the educational system.

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OVERVIEW OF EDUCATIONAL MANAGEMENT

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Creative Commons Attribution 4.0 and The Open Definition

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Sharing of big personal data is usually possible and allowed in various data sharing agreements between organizations/ institutions because the data is anonymized, without containing any identifiable data. Anonymization is done to enforce privacy and to maintain confidentiality. Anonymized data however is much efficient for aggregate statistics and analytics, what if we want to be able to analyze the data at an individual level but maintain the privacy of the individual? In this paper we aim to achieve sharing of both anonymized and identifiable data while maintaining privacy. We do this using the K-Anonymity algorithm and a custom mapping of the anonymized data to the identifiable data. We consider extracting identifiable data into a separate table out of the compatible destination database. Extracting all the quasi-identifiable data and combine them. Then store the concatenated quasi-identifiers in the same separate table as the identifiers.

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Big Personal Data, Data Privacy, Privacy Preserving, Data Anonymization, K-Anonymity, Differential Privacy

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Creative Commons Attribution 4.0 and The Open Definition

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Foreign Direct Investment (FDI) is a cross-border investment that has been an integral part of the economic development strategies of India. The Indian Pharmaceutical Industry witnessed higher levels of FDI in past years. India is a prominent and rapidly growing presence in global pharmaceuticals. It is the largest provider of generic medicines globally. With a highly skilled workforce, technological advancements, and sales affected by the pandemic normalizing, the pharma sector is expected to do well in 2022, predicted to grow by about 11 % over the next two years. The Indian pharmaceutical industry has developed through a range of government incentives and foreign firms that have invested in the industry have additionally contributed to the growth - factors such as market structure, competitiveness, trade, and technological policies. National Pharmaceutical Pricing Policy has been framed to control prices and marketing pricing.

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Foreign Direct Investment, Pharmaceutical Sector

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The herbal cosmetics are those when natural herbs and their products used for their aromatic value in cosmetic preparation among consumers for herbal products triggered the demand for natural products and natural extracts in cosmetics preparations. Lotions are liquid preparations that is for external application without friction. They are applied directly on the skin with the help of some absorbent material, such as, cotton wool or gauze soaked in it. Formulation of aloe Vera lotion , formulation of menthol lotion and with arrow root powder is prepared using different composition. The focus of the present research was to formulate. the herbal lotion for the occasion of moistening and nourishing the skin.

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Herbal Cosmetic, Herbal Lotion, Aloe Vera, honey, comphor, Neem, almond, carrot, lemon, oats, sandalwood, termeric, papaya.

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Abstract- Malaria is a global health issue that has affected most developing countries in Africa and several approaches have been used to predict malaria such as the golden standard (microscope) and several systems were developed using machine learning techniques. However, the performance metrics were not up to the optimal best. The gaps lead to development of a malaria detection system that works to automate the process of detection in blood smears by using malaria detection models such as deep neural network, which has a greater efficiency and accuracy thus used for training and testing. The genetic algorithm is used to enhance the accuracy in the neural network in order to improve the predictability of the infected and non-infected cells. The CNN classifier is used to transfer learning and classification this works in line with the Resnet-50 model which works best for deep networks thus good to work on the features to have a right prediction thereby having true positive and negative predictions.

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Malaria, Deep neural network, CNN classifier, Genetic algorithm, Resnet- 50 model, RDT

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The goal of the study is to evaluate patients with COVID-19 for life satisfaction and anxiety. 100 people between the ages of 18 and 28 participated in the study. The contentment with life scale (Diener, Emmons, Larsen, and Griffin, 1985) and the Beck Anxiety Inventory (Aaron T. Beck, 1993) are the questionnaires used to collect the data. The questionnaire, which includes participant demographic data, was distributed at random to the participants. According to the findings, there is a big connection between anxiety and life satisfaction. The study's findings imply that there is a strong association between anxiety and life satisfaction, which is supported by data, as the correlation was shown to be extremely significant. The expectation was that there would be a strong actual relationship. Life satisfaction and anxiety, which was demonstrated in the research because many researchers have discussed that when the level of life satisfaction is high automatically the individual anxiety will be low because generally one of the factors that cause anxiety among people is that they are not satisfied with their jobs, relationships, etc. There are a lot of reasons to affect the level of anxiety, and some of those reasons may be health-related, so it was assumed that level of satisfaction with life would automatically reduce individual anxiety.

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Keywords: Life Satisfaction, Anxiety, Satisfaction with life scale, Becks anxiety inventory

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Creative Commons Attribution 4.0 and The Open Definition