Covering the general process of data analysis to finding, collecting, organizing, and presenting data, this book offers a complete introduction to the fundamentals of data analysis. Using real-world case studies as illustrations, it helps readers understand theories behind and develop techniques for conducting quantitative, qualitative, and mixed methods data analysis. With an easy-to-follow organization and clear, jargon-free language, it helps readers not only become proficient data analysts, but also develop the critical thinking skills necessary to assess analyses presented by others in both academic research and the popular media. It includes advice on: - Data analysis frameworks - Validity and credibility of data - Sampling techniques - Data management - The big data phenomenon - Data visualisation - Effective data communication Whether you are new to data analysis or looking for a quick-reference guide to key principles of the process, this book will help you uncover nuances, complexities, patterns, and relationships among all types of data.
A comprehensive examination of American women scientists across the sciences throughout the 20th century, providing a rich historical context for understanding their achievements and the way they changed the practice of science. Much more than a "Who's Who," this exhaustive two-volume encyclopedia examines the significant achievements of 20th century American women across the sciences in light of the historical and cultural factors that affected their education, employment, and research opportunities. With coverage that includes a number of scientists working today, the encyclopedia shows just how much the sciences have evolved as a professional option for women, from the dawn of the 20th century to the present. American Women of Science since 1900 focuses on 500 of the 20th century's most notable American women scientists—many overlooked, undervalued, or simply not well known. In addition, it offers individual features on 50 different scientific disciplines (Women in Astronomy, etc.), as well as essays on balancing career and family, girls and science education, and other sociocultural topics. Readers will encounter some extraordinary scientific minds at work, getting a sense of the obstacles they faced as the scientific community faced the questions of feminism and gender confronting the nation as a whole.
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