Essex County Council (ECC) has implemented a robust Social Value Reporting and Evaluation framework based on the Local Government Association's National TOMs method. This framework categorizes and assesses social value contributions in two parts - Value Score and Supporting Statement Score - to deri

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NCI Data Collections BARPA & BARRA2 serve as critical enablers of big data science and analytics in Australia, offering a vast research collection of climate, weather, earth systems, environmental, satellite, and geophysics data. These collections include around 8PB of regional climate simulations a

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In today's data-driven world, organizations rely on robust data engineering pipelines to collect, process, and analyze vast amounts of data efficiently. At the heart of these pipelines lies data wrangling, a critical process that involves cleaning, transforming, and preparing raw data for analysis.

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Social entrepreneurship involves creating sustainable social impact, social enterprises address challenges in critical needs sectors, and social innovation focuses on developing effective solutions to social and environmental issues. These concepts emphasize creating social value while engaging with

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Chronic conditions like heart disease and cancer have multiple causes, not all biological. Social epidemiology studies the social distribution of health, morbidity, and mortality risk influenced by social status and conditions. Factors such as age, gender, race, socioeconomic status, and social cond

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Graph-based data science offers a powerful approach to analyzing data by leveraging graph structures. This involves using graph representation, analysis algorithms, ML/AI techniques, kernels, embeddings, and neural networks. Real-world examples show the utility of data graphs in various domains like

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This framework emphasizes the importance of addressing poverty in social work practice in Northern Ireland. It aims to help social workers recognize and respond to the impact of poverty on individuals, families, and communities. Poverty is identified as a major social injustice, and social work prof

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Exploratory Data Analysis (EDA) is a crucial approach for analyzing data by utilizing various techniques to extract insights, identify anomalies, and visualize trends. By leveraging EDA using tools like Pandas, researchers can improve their understanding of data variables, detect errors, and explore

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The purpose of data analysis is to organize, structure, and derive meaning from research data. Qualitative analysis involves insight, creativity, and hard work. Researchers play a crucial role as instruments for data analysis, exploring and reflecting on interview discussions. Steps include transcri

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Social skills play a crucial role in how we communicate, interact, and form relationships with others. They are essential for personal, social, and professional success. Neglecting social skills can hinder mental health recovery, as they contribute to social recognition, acceptance, and building soc

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Medical Social Work, also known as Health Care Social Work, plays a crucial role in addressing the social, physical, and psychological needs of patients. Through providing case work, after-care, and convalescence services, Medical Social Workers contribute to reducing hospital readmissions, preventi

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Social action is a crucial method in professional social work that involves organized efforts to bring about structural changes in society or prevent adverse changes. It addresses social problems like the dowry system, environmental destruction, and health issues through mobilizing masses for impact

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Data Governance and Data Analytics play crucial roles in transforming data into knowledge and insights for generating positive impacts on various operational systems. They help bring together disparate datasets to glean valuable insights and wisdom to drive informed decision-making. Managing data ma

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Social legislation is inspired by the constitution and aims to remove discrimination, safeguard rights of vulnerable groups, and eradicate social evils. It plays a crucial role in social welfare by providing a legal basis for addressing societal issues, enhancing community well-being, and facilitati

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Data analysis in nursing research involves rendering individual data points into meaningful information, leading to knowledge generation. The process includes qualitative and quantitative analysis to organize and interpret data effectively. Techniques such as data reduction, data display, and conclu

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The social security system in Turkey comprises three main organizations: Social Insurance Institution (SGK/SSK), Social Security Institution for the Self-employed (Bag-Kur/SISE), and Pension Fund for Civil Servants (Emekli Sandigi). Hospitals in Turkey are dispersed among various social security and

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Social case work process involves three main phases: Social Study, Social Diagnosis, and Social Treatment. The Social Study phase focuses on acquiring facts about the client's situation, while Social Diagnosis involves the professional opinion of the case worker towards a solution. Social Treatment

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Social work and social welfare are often used interchangeably, but there are distinct differences between the two. Social work involves highly trained professionals providing services to individuals and communities in need, using problem-solving methods. On the other hand, social welfare focuses on

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Social welfare and social work are interconnected concepts aimed at enhancing societal well-being. Social welfare refers to a nation's system of programs and services meeting essential needs, while social work involves professional activities supporting individuals and communities in achieving socia

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Social entrepreneurship involves individuals known as social entrepreneurs who focus on addressing social, cultural, or environmental issues without the sole aim of making profits. These enterprises operate with the goal of creating a social impact rather than prioritizing financial gain. Social ent

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Medical social work involves applying social work methods and philosophy in healthcare settings to help individuals with health and medical issues. Social workers play a vital role in various healthcare levels, from preventive care to continuing care, focusing on addressing patients' psycho-social b

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Data preparation, also known as data pre-processing, is a crucial step in the data mining process. It involves transforming raw data into a clean, structured format that is optimal for analysis. Proper data preparation ensures that the data is accurate, complete, and free of errors, allowing mining

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Explore the concepts of social innovation and change in the context of societal and economic development. Delve into the key principles of social innovation, its impact on society, and the characteristics that define a practice as a social innovation. Understand the complexity of assessing and analy

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Research outcomes from the Mesmer+ project at HIVA KU Leuven reveal misalignments in social dialogue inclusiveness, challenges faced by social economy entities, and the role of employers in the social economy. Recommendations include enhancing the role of social economy employers and promoting inclu

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Emilia-Romagna Region in Italy highlights the importance of social economy and innovation for sustainable development. Various initiatives such as Social Cooperatives and Voluntary Associations contribute to the region's social well-being. The focus on social values and not-for-profit activities dri

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Explore the reasons behind students lacking social skills in school settings and analyze the challenges some face even after receiving social skills instruction. Discover the key social skills required for appropriate interactions and the importance of social competence for overall well-being. Delve

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Explore the impact and role of data utilization in organizations through the investigation of data collection methods, data quality, decision-making processes, reliability of collection methods, factors affecting data quality, and privacy considerations. Two scenarios are presented: data collection

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This project proposal by Anthony Yang focuses on developing a Java program for data analysis and passage analysis. The motivation behind the project is to gain more knowledge in computer science and statistics-related topics while utilizing technology to extract useful insights from data. The propos

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Social enterprises play a crucial role in the delivery of public services, with a focus on social missions and employing business approaches. This study explores the resilience of social enterprises in Scotland, examining factors such as diverse perceptions of social enterprise, resilience indicator

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The Master of Social Work (MSW) Program at the School of Social Work within the College of Health & Human Services aims to prepare ethical and competent social workers to serve diverse populations for human well-being and social justice. Established in 1964, the program emphasizes anti-racism, diver

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The study delves into social aspects in South Africa, examining social capital, trust levels among different racial groups, social networks patterns, and societal tolerance towards various groups. Through data analysis, it provides insights into the dynamics shaping social interactions and cohesion

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Social neuroscience delves into how the brain processes social interactions and their impact on human well-being. It focuses on the interconnectedness between social connections and overall life satisfaction, suggesting that humans are inherently social beings with a strong need for social belonging

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This collection of content emphasizes the importance of social connection in human society, exploring why people are social animals and the benefits of being social. It delves into dimensions of our ultra-social behavior, early life experiences, attachment styles like secure attachment, and the impa

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The development and implementation of social entrepreneurship practices in Bulgaria aim to promote social inclusion through the development of the social economy. The focus is on combining economic results with social objectives, managed transparently with measurable, positive financial value. Vario

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Understanding Association Analysis in IBM SPSS Modeler 14.2, also known as Affinity Analysis or Market Basket Analysis. Learn about identifying patterns in data without specific targets, exploring data mining in an unsupervised manner. Discover the uses of Association Rules, including insights into

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This research focuses on mining diverse social entities from linked data in social networks using a DF-tree structure and DF-growth mining algorithm. The study explores the extraction of important linked data in social networks and the mining of various social entities such as friends. Prominence va

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Social geography is a branch of human geography focusing on social structures, groups, and activities. It examines the spatial arrangement of social phenomena, social differences, and patterns in understanding socially defined population groups. The scope of social geography includes analyzing spati

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Dive into the world of quantitative data analysis with a focus on frequencies, central tendency, dispersion, and standard deviation. Explore the collection and analysis of numerical data, levels of measurement, and methods for quantifying social concepts. Learn about the importance of capturing data

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Researchers at the National University of Singapore discuss the concept that a social network is not simply a graph, highlighting key differences such as dynamics, multi-dimensionality, and the challenges in link prediction. The analysis delves into the complexities of social network data compared t

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An error analysis was conducted on Aqua and SeaWiFS Rrs data using matchup data sets classified into Optical Water Types (OWT). The analysis compared results of OWT classification using MOBY data versus satellite data, highlighting differences in error metrics such as RMSE and Bias. Aqua and SeaWiFS

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