rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Introduction to text analytics
    sub title: a guide for digital humanities & social sciences
  name:
    name part: Öhman, Emily
    role:
      role term: creator
    role:
      role term: author.
  type of resource: text
  genre: bibliography
  origin info:
    place:
      place term: enk
    date issued: 2025
    copyright date: 2025
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: print
    extent: vii, 341 pages : illustrations ; 26 cm.
  abstract: This easy-to-follow book will revolutionize how you approach text mining and data analysis as well as equipping you with the tools, and confidence, to navigate complex qualitative data. It can be challenging to effectively combine theoretical concepts with practical, real-world applications but this accessible guide provides you with a clear step-by-step approach. Written specifically for students and early career researchers this pragmatic manual will contextualize your learning with real-world data and engaging case studies, encourage the application of your new skills with reflective questions and enhance your ability to be critical, and reflective, when dealing with imperfect data. Supported by practical online resources, this book is the perfect companion for those looking to gain confidence and independence while using transferable data skills.
  table of contents: Chapter 1: Computational and Traditional Text Analysis -- Chapter 2: Basic Tools for Text Analytics -- Chapter 3: Dataset Creation and Considerations -- Chapter 4: Language and Computers -- Chapter 5: Regular Expressions -- Chapter 6: Introduction to Python Programming -- Chapter 7: Preprocessing Textual Data -- Chapter 8: Data Manipulation and Exploration -- Chapter 9: Data Visualization -- Chapter 10: Text Mining -- Chapter 11: Social Media Analysis -- Chapter 12: The Basics of Machine Learning -- Chapter 13: LaTex Basics.
  note: Emily Öhman.
  note: Includes bibliographical references (pages [329]-338) and index.
  subject:
    topic: Text data mining
  subject:
    topic: Digital humanities
    topic: Research
    topic: Methodology
  subject:
    topic: Social sciences
    topic: Research
    topic: Methodology
  subject:
    topic: Quantitative research
  classification: QA76.9.D343 O36 2025
  classification: 006.3/12
  identifier: 9781529620054
  identifier: 1529620058
  identifier: 9781529620047
  identifier: 152962004X
  record info:
    record content source: YDX
    record creation date: 240611
    record change date: 20250829152430.8
    record identifier: in00005645520