Sách - Humanities Data Analysis - Case Stus with Python by Folgert Karsdorp (UK edition, hardcover)

Ships from and sold by EXPERAL Singapore

Publisher: Princeton University Press

Origin: United Kingdom (Imported)

ISBN 13: 9780691172361

Condition: Brandnew

Binding: hardcover

Pages: 360

Dimensons: 185 x 262 x 27 | 1178 (gram)

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A practical guide to data-intensive humanities research using the Python programming language

The use of quantitative methods in the humanities and related social sciences has increased considerably in recent years, allowing researchers to discover patterns in a vast range of source materials. Despite this growth, there are few resources ed to students and scholars who wish to take advantage of these powerful tools. Humanities Data Analysis offers the first intermediate-level guide to quantitative data analysis for humanities students and scholars using the Python programming language. This practical textbook, which assumes a basic knowledge of Python, teaches readers the necessary skills for conducting humanities research in the rapidly developing digital environment.

The book begins with an overview of the place of data science in the humanities, and proceeds to cover data carpentry: the essential techniques for gathering, cleaning, representing, and transforming textual and tabular data. Then, drawing from real-world, publicly available data sets that cover a variety of scholarly domains, the book delves into detailed case stus. Focusing on textual data analysis, the authors explore such diverse topics as network analysis, genre theory, onomastics, literacy, author attribution, mapping, stylometry, topic modeling, and time series analysis. Exercises and resources for further reading are provided at the end of each chapter.

An ideal resource for humanities students and scholars aiming to take their Python skills to the next level, Humanities Data Analysis illustrates the benefits that quantitative methods can bring to complex research questions.

• Appropriate for advanced undergraduates, graduate students, and scholars with a basic knowledge of Python
• Applicable to many humanities disciplines, including history, literature, and sociology
• Offers real-world case stus using publicly available data sets
• Provides exercises at the end of each chapter for students to test acquired skills
• Emphasizes visual storytelling via data visualizations

Giá sản phẩm trên Tiki đã bao gồm thuế theo luật hiện hành. Bên cạnh đó, tuỳ vào loại sản phẩm, hình thức và địa chỉ giao hàng mà có thể phát sinh thêm chi phí khác như phí vận chuyển, phụ phí hàng cồng kềnh, thuế nhập khẩu (đối với đơn hàng giao từ nước ngoài có giá trị trên 1 triệu đồng).....