Volume 11 | Issue 7 |

 Abstract

The present study was an attempt to investigate social freedom of female adolescents in relation to educational aspirations. A data was collected randomly from the sample of 200 female adolescents of classes XI and XII selected from different rural and urban secondary schools of Amritsar district using tools Women Social Freedom Scale (WSFS) by L.I. Bhusan, 1987 and Educational Aspirations Scale ( EAS) by Dr. S.K.Saxena, 1985. The results revealed that urban female adolescents have greater desire for social freedom and educational aspirations as compared with rural female adolescents. The science female adolescents have greater desire for social freedom and educational aspirations as compared with arts female adolescents. It is further found that there is positive and significant relationship between social freedom and educational aspirations of female adolescents.

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social freedom, educational aspirations

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In recent years, the concept of work-life balance has gained significant attention as individuals strive to create a fulfilling life that encompasses both professional success and personal well-being. While this ideal is relevant for both men and women, achieving work-life balance holds particular significance for women, who often face unique challenges due to societal expectations and gender roles. This article delves into the importance of work-life balance empowerment for women, exploring the benefits it offers and the strategies that can help women navigate their personal and professional lives with harmony and fulfillment.

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Women, time, empowered

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The study reviewed the vocational interest and styles of learning and thinking literature in order to study the influence of learning and thinking styles on the vocational choice of students. The data was collected from 200 adolescents including boys and girls from different schools of urban and rural areas of Amritsar. Vocational Interest Record by Dr. S.P. Kulshreshta (1997) and Learning and Thinking Styles (SOLAT) by Venkataraman (1994) were used. Descriptive survey method of investigation was used. The analysis revealed that vocational interest of adolescent students was influenced by their learning and thinking styles.

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VOCATIONAL INTEREST STYLES OF LEARNING AND THINKING

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Abstract: The stock market is a complex and dynamic environment where investors and traders strive to make informed decisions to maximize profits or minimize losses. Predicting stock prices accurately has long been a challenging task due to the multitude of factors influencing the market. With the advent of machine learning techniques, researchers have attempted to leverage these methods to forecast stock prices more effectively. This thesis aims to explore the application of machine learning algorithms for stock price prediction, comparing various models and features, and assessing their performance on historical data. The research intends to contribute valuable insights into the viability and effectiveness of machine learning in the financial domain.

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Machine learning, Stock Market, stock price, Support vector machine, Random Forest, Linear Regression

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Cilnidipine is a dihydropyridine class of calcium-channel blocker. Cilnidipine prevents intracellular calcium influx and results in vasodilatation. Prescribed for the medical management of hypertension in adults. Cilnidipine is BCS Class II drug having low solubility and high permeability. Its bioavailability is 64-90%. In present study attempt has been made to prepare and characterize inclusion complexes of drug with Beta Cyclodextrin (?-CD). The phase solubility analysis indicated the formation of a 1:1 molar inclusion complex of drug with ?-CD. Apparent stability constant (K C ) was 1578 K -1 for ?-CD complex. The inclusion complexes were prepared by two different methods viz. coprecipitation, and kneading method. The prepared complexes were characterized using dissolution study, FTIR and X-ray diffractometry. The inclusion complex prepared with ?-CD by kneading method exhibited greatest enhancement in solubility and fastest dissolution (T 90 = 20 min.) of Cilnidipine

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Cilnidipine, inclusion complex, Beta CD, enhancement in solubility

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COVID-19 has created a global emergency of unprecedented degree and scale. While re-establishing worldwide wellbeing remains the primary objective, the exacting esti-mates required are causing enormous economic and social shocks. This pandemic triggers a global lockdown which destroys lives, lowers earning capacities and flattens the econo-my. However, childrenare more vulnerable to the long-term consequences and will suffer the most severe adverse effects. As a consequence, children in child labor risk grave physical and mental health problems. Child labour limits children's education, restricts their rights, and limits their future opportunities, and contributes to intergenerational poverty. The number of children in child labour has risen to 160 million worldwide - an increase of 8.4 million children in the last four years - with millions of risk due to the impacts of COVID-19, according to a new report by the International Labour Organization (ILO) and UNICEF. Thousands of match industries are based in Sattur taluk and employ a large number of child labourers and provide moral support to their families.This virus, which has shaken the entire world, is one of the most deadly and has infected everyone, including vulnerable peoplein the match industry who have lost their earning capabilities. In this light, the current paper aims to assess the impact of the COVID-19 on child labour in match indus-tries at Sattur Taluk in Virudhunagar District.

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COVID-19, Child labour, Poverty, Income, Standard of Living.

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The Sciology of Leisure has identified, patriarchal indulgence in leisurely experiences of women along with in other spheres of their lives. Ismat Chughtai's short story The Rock has been chosen as a unit of analysis in the present article to identify the domination of patriarchy even during the leisure time of homemakers. Content analysis has been applied to analyze the short story from two books translated from Ismat Chughtai's original work. Purposive sampling has been applied in the study to select the sample. The objectives of the present paper are: 1) to explore the fictional existence of a homemaker in the story The Rock and discren the crucial social exchanges during leisure through her experience. 2) to navigate through The Rock and recognize the multifaceted patriarchal nature of leisure in a conjugal relationship.

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Leisure, Chughtai, homemaker, choice, patriarchy

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Indian tropical fruits are abundant in seeds that can be sunflower, mustard, nigella, guava, papaya, mangosteen, honeydew, pomegranate, fennel, fenugreek, cumin, sweet orange, cucumber, jackfruit, mango, melons, and avocado. These items, for example, the seed piece, which comprises around 10-35% of the weight, offer high dietary benefit and helpful applications. The seeds of some fruits are examined for their functions and applications as sources of food value and bioactive phytochemical constituents, as well as their functional properties, medicinal, therapeutic, and nutritional applications. The seeds contain fundamental bioactive parts like alkaloids, carotenoids, flavonoids, glycosides, saponins, terpenoids, tannins, steroids and polyphenolic mixtures and that display magnificent calming, cancer prevention agent properties, anticancer, against diabetic, hostile to hyperlipidemic, against corpulence, neurological issues, cardiovascular, skin infections and ongoing sicknesses. They are packed with vitamins, minerals, carbohydrates, fats, proteins, and remarkable physicochemical properties. However, extensive research can be carried out to ascertain the bioavailability, potency, and efficacy of the nutritional and bioactive components found in various seed varieties. The medicinal and functional potentials of these fruit seeds can be identified through extensive research using the parts of the seeds. The therapeutic applications and functional properties of seeds found in fruits, vegetables, and medicinal plants are discussed in detail in this review. This review discusses some edible seeds' medicinal and nutritional value, phytochemical composition, bioactive phytoconstituents, therapeutic activity, therapeutic applications and uses, proximate analysis, functional properties, analytical and spectroscopic methods, and human clinical trials.

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Seeds, pumpkin seeds, mustard seeds, sesame seeds, medicinal therapeutic, nutritional applications, watermelon seeds, anti- oxidant activity, anti-asthmatic.

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This paper firstly theoretically analysis the particular instrument of green finance in fostering the high quality development of Indian economy. ICT and green economy is the prominent subject for sustainable development. In this paper we study relationship between the market economy and technology development and the origin of IT and the Indian economy. Green modernization has been recognized as a static priority for increasing fir image and achieving best performance. We studies have explored the impact of state ownership on green development in recent economies. Therefore, we consider green innovation a major component in achieving environmental sustainability. Besides green finance positively influence the green modernization in the long term in the non-growing countries and countries with superior green modernization or environmental performance. Climate change and digital economies are basic improvement influencing the relationship between people, nations, societies and economies. Lastly sustainable development aims at using natural resources for economic development for raising existing standard of living but not decrease the ability of future generation to meet their own needs and how to achieve sustainable development control pollution, control the growth of population. This paper spotlight how Bharat , being a crucial capacity houses for growth. ICT based apps has effectively deployed financial systems.

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Keywords - Indian Economy, Green Economy, ICT, Sustainable Development, Green Innovation, Climate Change, Control Population

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This data analysis project delves into the vast dataset of one of the world's largest retail giants, Walmart, to uncover valuable insights and trends within its operations. By harnessing a diverse range of data sources, including sales figures, customer demographics, inventory management, and regional performance, this study aims to offer a comprehensive understanding of the retail landscape and the factors influencing Walmart's success. The introduction sets the stage for this analysis by highlighting the significance of Walmart in the global retail sector, underlining the importance of data-driven decision-making in today's business environment. Additionally, it outlines the objectives of the study, such as identifying patterns in sales and demand, optimizing inventory management, and understanding customer behavior. This project also emphasizes the methodology employed in the data collection, cleaning, and preparation processes, ensuring the accuracy and reliability of the findings. Various data analysis techniques, including statistical modeling, machine learning algorithms, and data visualization, are introduced to showcase the diverse toolkit used to draw meaningful conclusions from the dataset. Furthermore, the introduction touches on the potential implications of the study's outcomes, not only for Walmart's internal strategies but also for the broader retail industry. These insights may pave the way for enhancing operational efficiency, enhancing customer experiences, and ultimately contributing to the company's sustained growth and competitiveness.

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 Keywords

Machine learning , Random Forrest Decision, Tree Logistic Regressor ,Linear Regressor and Support Vector Machines , Walmart, Industry, Data Analysis , Business, Market landscape

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