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Text as data, Grimmer, Justin Stewart, Brandon M. Roberts, Marga


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Цена: 13306.00р.
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Автор: Grimmer, Justin Stewart, Brandon M. Roberts, Marga   (Джастин Гриммер)
Название:  Text as data
Перевод названия: Текст как данные
ISBN: 9780691207544
Издательство: Wiley
Классификация:



ISBN-10: 0691207542
Обложка/Формат: Hardcover
Страницы: 360
Вес: 0.93 кг.
Дата издания: 21.06.2022
Серия: Princeton library of asian translations
Язык: English
Издание: International ed
Иллюстрации: 41 b/w illus. 27 tables.
Размер: 25.65 x 18.29 x 2.54 cm
Читательская аудитория: General (us: trade)
Подзаголовок: Volume 1: fundamentals, modern techniques, and applications; volume 2: pharmacognosy, nanomedicine, and contemporary issues; volume 3: marine sources, industrial applications, and recent advances
Ссылка на Издательство: Link
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Поставляется из: Англии
Описание: A guide for using computational text analysis to learn about the social world From social media posts and text messages to digital government documents and archives, researchers are bombarded with a deluge of text reflecting the social world. This textual data gives unprecedented insights into fundamental questions in the social sciences, humanities, and industry. Meanwhile new machine learning tools are rapidly transforming the way science and business are conducted.

Text as Data shows how to combine new sources of data, machine learning tools, and social science research design to develop and evaluate new insights. Text as Data is organized around the core tasks in research projects using text-representation, discovery, measurement, prediction, and causal inference. The authors offer a sequential, iterative, and inductive approach to research design.

Each research task is presented complete with real-world applications, example methods, and a distinct style of task-focused research. Bridging many divides-computer science and social science, the qualitative and the quantitative, and industry and academia-Text as Data is an ideal resource for anyone wanting to analyze large collections of text in an era when data is abundant and computation is cheap, but the enduring challenges of social science remain. Overview of how to use text as dataResearch design for a world of data delugeExamples from across the social sciences and industry




Text as Data: A New Framework for Machine Learning and the Social Sciences

Автор: Justin Grimmer, Margaret E. Roberts, and Brandon M
Название: Text as Data: A New Framework for Machine Learning and the Social Sciences
ISBN: 0691207550 ISBN-13(EAN): 9780691207551
Издательство: Wiley
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Цена: 6019.00 р.
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Описание: Chinese architecture is astonishingly uniform. Buddhists, Daoists, and Muslims, inside China and beyond, built Chinese-style structures the same way for two thousand years, despite mastering new technologies along the way. Nancy Shatzman Steinhardt offers an authoritative overview of design principles that have stood the test of time-and geography.

Analyzing Text and Discourse

Автор: Boreus K & Bergstrom G
Название: Analyzing Text and Discourse
ISBN: 1473913756 ISBN-13(EAN): 9781473913752
Издательство: Sage Publications
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Цена: 6651.00 р.
Наличие на складе: Поставка под заказ.

Описание: Clearly setting out the advantages and disadvantages of each methodology, and providing real-world examples of when the methodology has been used successfully, this introduction makes it easy for students to assess which approach would be best for their research and to implement it successfully.

Data Visualization: A Practical Introduction

Автор: Healy Kieran
Название: Data Visualization: A Practical Introduction
ISBN: 0691181624 ISBN-13(EAN): 9780691181622
Издательство: Wiley
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Цена: 6653.00 р.
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Описание:

An accessible primer on how to create effective graphics from data

This book provides students and researchers a hands-on introduction to the principles and practice of data visualization. It explains what makes some graphs succeed while others fail, how to make high-quality figures from data using powerful and reproducible methods, and how to think about data visualization in an honest and effective way.

Data Visualization builds the reader's expertise in ggplot2, a versatile visualization library for the R programming language. Through a series of worked examples, this accessible primer then demonstrates how to create plots piece by piece, beginning with summaries of single variables and moving on to more complex graphics. Topics include plotting continuous and categorical variables; layering information on graphics; producing effective "small multiple" plots; grouping, summarizing, and transforming data for plotting; creating maps; working with the output of statistical models; and refining plots to make them more comprehensible.

Effective graphics are essential to communicating ideas and a great way to better understand data. This book provides the practical skills students and practitioners need to visualize quantitative data and get the most out of their research findings.

  • Provides hands-on instruction using R and ggplot2
  • Shows how the "tidyverse" of data analysis tools makes working with R easier and more consistent
  • Includes a library of data sets, code, and functions

Open Cities | Open Data

Автор: Scott Hawken
Название: Open Cities | Open Data
ISBN: 9811366047 ISBN-13(EAN): 9789811366048
Издательство: Springer
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Цена: 18167.00 р.
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Описание: The provision and application of open data has enormous potential to transform exclusive, technocratic "smart cities" into inclusive and responsive "open-cities". This book argues that those who contribute urban data should benefit from its production.

Predict and Surveil: Data, Discretion, and the Future of Policing

Автор: Brayne Sarah
Название: Predict and Surveil: Data, Discretion, and the Future of Policing
ISBN: 0190684097 ISBN-13(EAN): 9780190684099
Издательство: Oxford Academ
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Цена: 4354.00 р.
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Описание: Predict and Surveil offers an unprecedented, inside look at how police use big data and new surveillance technologies. Sarah Brayne conducted years of fieldwork with the LAPD-one of the largest and most technically advanced law enforcement agencies in the world-to reveal the unmet promises and very real perils of police use of data-driven surveillance and analytics.

Decimal Tables for the Reduction of Hindu Dates from the Data of the S?rya-Siddh?nta

Автор: W. E. van Wijk
Название: Decimal Tables for the Reduction of Hindu Dates from the Data of the S?rya-Siddh?nta
ISBN: 940175814X ISBN-13(EAN): 9789401758147
Издательство: Springer
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Цена: 11179.00 р.
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Raw data

Автор: Rorth, Pernille
Название: Raw data
ISBN: 3319239724 ISBN-13(EAN): 9783319239729
Издательство: Springer
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Цена: 2794.00 р.
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Описание: Chloe and Karen are ambitious and independent-minded young scientists, both trying to make their mark in the competitive world of biomedical science. They work in Tom Palmer's lab at a top-tier research institute in the US. Life in the lab is full of excitement and passion, but also frustrations, jealousy and the fear of being scooped. When honesty and scientificintegrity are questioned in the context of a paper accepted at a prestigious journal, all are deeply affected and everyone must decide what actions to take to save their careers.
The primary intent of this novel is to draw the reader into the lives of scientists and show what makes people of this profession - or vocation - "tick." Full of smart, driven, enthusiastic, and yet fallible, individuals, the story portrays the fascinating world of top-level science. It illuminates motivations behind disastrous events that can emerge when ambitions clash with the way science is supposed to work.
The novel is complemented by an extensive interview with the author on defining features of contemporary bio-medical research: the challenges of turning discovery into publications ("publish or perish"), peer review, women in science and, of course, scientific misconduct. The latter has garnered growing attention lately, including high-profile stories in the popularpress, and is a source of concerns for scientists, funders and publishers alike.
About the author: Pernille R rth holds a PhD in cell biology and genetics. She has led research labs at top institutions in the US, in Europe and in Asia, including the Carnegie Institution for Science (Dept. Embryology) and the European Molecular Biology Laboratory (EMBL). With 25 years as an active scientist, she is senior author of numerous research articles, including some in the most prestigious journals in biology. She also served as Executive Editor (Editor-in-Chief) of The EMBO Journal for 5 years. This is her first novel. She now lives in Copenhagen with her husband, also a scientist.

Collecting Qualitative Data

Автор: Braun
Название: Collecting Qualitative Data
ISBN: 1107662451 ISBN-13(EAN): 9781107662452
Издательство: Cambridge Academ
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Цена: 6019.00 р.
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Описание: Collecting Qualitative Data provides an accessible guide to moving beyond traditional face-to-face interviews. Focusing on a range of textual, media and virtual methods, and offering both interesting twists on established methods and new techniques for collecting data, the book is an exciting resource for new and experienced qualitative researchers alike.

Prototype Politics: Technology-Intensive Campaigning and the Data of Democracy

Автор: Kreiss Daniel
Название: Prototype Politics: Technology-Intensive Campaigning and the Data of Democracy
ISBN: 0199350256 ISBN-13(EAN): 9780199350254
Издательство: Oxford Academ
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Цена: 3958.00 р.
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Описание: Drawing on an innovative dataset of the professional careers of 628 presidential campaign staffers working in technology from 2004-2012 and interviews with more than 60 staffers, Prototype Politics details how and explains why the Democrats have taken up technology more than Republicans over the past decade.

Text and Authority in the South African Nazaretha Church

Автор: Cabrita
Название: Text and Authority in the South African Nazaretha Church
ISBN: 1107673135 ISBN-13(EAN): 9781107673137
Издательство: Cambridge Academ
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Цена: 6019.00 р.
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Описание: The Nazaretha church, with over four million members, is one of the largest and most influential African churches in South Africa. Unique among other churches, its members have written a new `Bible` that tells the story of their community. This is the first study to focus upon how these believers used their new Bible to redefine Christianity in a Southern African context.

Text and Authority in the South African Nazaretha Church

Автор: Cabrita
Название: Text and Authority in the South African Nazaretha Church
ISBN: 1107054435 ISBN-13(EAN): 9781107054431
Издательство: Cambridge Academ
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Цена: 11880.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: The Nazaretha church, with over four million members, is one of the largest and most influential African churches in South Africa. Unique among other churches, its members have written a new `Bible` that tells the story of their community. This is the first study to focus upon how these believers used their new Bible to redefine Christianity in a Southern African context.

Politics and Big Data

Автор: Ceron, Andrea,
Название: Politics and Big Data
ISBN: 0367194554 ISBN-13(EAN): 9780367194550
Издательство: Taylor&Francis
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Цена: 5664.00 р.
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Описание: The importance of social media as a way to monitor an electoral campaign is well established. The authors carry out a meta-analysis of the existing literature to show the conditions under which social media-based electoral forecasts prove most accurate while new case studies from France, Italy and the United States demonstrate how much more accurate `Sentiment Analysis` can prove.


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