Quantitative corpus linguistics with R: a practical introduction
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York ; London
Routledge
2017
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| Ausgabe: | Second edition |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | ix, 274 Seiten Diagramme 28 cm |
| ISBN: | 9781138816275 9781138816282 |
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Titel: Quantitative corpus linguistics with R
Autor: Gries, Stefan Thomas
Jahr: 2017
Quantitative Corpus Linguistics with R A Practical Introduction Second Edition Stefan Th. Gries R Routledge Taylor Francis Croup NEW YORK AND LONDON
Contents List of Figures List of Tables Acknowledgments Vlll xi x 1 Introduction 1.1 Why Another Introduction to Corpus Linguistics? 1 1.2 Outline of the Book 4 1 2 The Four Central Corpus-Linguistic Methods 7 2.1 Corpora 7 2.1.1 What Is a Corpus? 7 2.1.2 What Kinds of Corpora Are There? 9 2.2 Frequency Lists 12 2.3 Dispersion Information 14 2.4 Lexical Co-occurrence: Collocations 15 2.5 (Lexico-)Grammatical Co-occurrence: Concordances 17 3 An Introduction to R 21 3.1 Data Structures, Functions, Arguments 25 3.2 Vectors 31 3.2.1 Basics 31 3.2.2 Loading Vectors 36 3.2.3 Accessing and Processing (Parts of) Vectors 40 3.2.4 Saving Vectors 48 3.3 Factors 49 3.4 Data Frames 51 3.4.1 Generating Data Frames in R 51 3.4.2 Loading and Saving Data Frames in R 5.3 3.4.3 Accessing and Processing (Parts of) Data Frames in II 55 3.5 Lists 60 3.6 Elementary Programming Issues 65 3.6.1 Conditional Expressions 65 3.6.2 Loops 67 3.6.3 Rules of Programming 69
vi List of Contents 3.7 Character/String Processing 76 3.7.1 Getting Information From and Accessing Character Vectors 76 3.7.2 Elementary Ways to Change Character Vectors 77 3.7.3 Merging/Splitting Character Vectors Without Regular Expressions 78 3.7.4 Searching and Replacing Without Regular Expressions 80 3.7.5 Searching and Replacing With Regular Expressions 89 3.7.6 Merging/Splitting Character Vectors With Regular Expressions 107 3.8 Two Particularly Relevant Areas: Unicode and XML 111 3.8.1 Some Notes on Handling Unicode 111 3.8.2 Some Notes on Handling XML Data 117 3.9 File and Directory Operations 129 3.10 Writing Your Own Functions and Some Final Recommendations 133 4 Some Basic Statistical Notions and Tests 4.1 Introduction to Statistical Thinking 141 4.1.1 Variables and Their Roles in an Analysis 142 4.1.2 Variables and Their Information Value 142 4.1.3 Hypotheses: Formulation and Operationalization 142 - 4.1.4 Data Analysis 148 4.1.5 Hypothesis (and Significance) Testing 150 4.2 Categorical Dependent Variables 151 4.2.1 No Independent Variables 151 4.2.2 One Independent Categorical Variable 154 4.3 Numeric Dependent Variables 160 4.3.1 No Independent Variables 161 4.3.2 One Independent Categorical Variable 167 4.3.3 One Independent Numeric Variable 170 4.4 Reporting Results 174 5 Using R in Corpus Linguistics: Case Studies 5.1 Dispersion 179 5.1.1 Dispersion 1: HIV , Keeper, and Lively in the BNC 179 5.1.2 Dispersion 2: Perl in a Wikipedia Entry 182 5.2 Frequencies, Frequency Lists, and Key Words 184 5.2.1 Character N-Grams 184 5.2.2 Word N-Grams 187 5.2.3 Zero-Derivation of Run and Walk in the BNC 189 5.2.4 Word and Sentence Lengths in the BNC 192 5.2.5 Approximating Syntactic Complexity: Fichtner’s C 194 5.2.6 Key Words 197 5.2.7 Frequencies of -ic and -teal Adjectives 200 5.2.8 Frequencies of All Word-Tag Combinations in the BNC 203 5.3 Co-Occurrence Data: Collocation/Colligation/Collostruction 208
5.3.1 The Collocation Alphabetical Order in the BNC 208 5.3.2 Frequencies of Collocates of -ic and -ical Adjectives 210
List of Contents vii 5.3.3 The Reduction of to be Before Verbs 212 5.3.4 Verb Collexemes After Must 215 5.3.5 Noun Collocates After Speed Adjectives in COCA (Fiction) 218 5.3.6 Collocates of Will and Shall in COHA (1810-1890) 221 5.3.7 Split Infinitives 225 5.4 Other Applications 228 5.4.1 Corpus Conversion: the ICE-GB 228 5.4.2 Three Indexing Applications 231 5.4.3 Playing With CELEX 235 5.4.4 Match All Numbers 237 5.4.5 Retrieving Adjective Sequences From Untagged Corpora 237 5.4.6 Type-Token Ratios/Vocabulary Growth: Hamlet vs. Macbeth 242 5.4.7 Hyphenated Forms and Their Alternative Spellings 248 5.4.8 Lexical Frequency Profiles 251 5.4.9 CHAT Files 1: Eve’s MLUs and ttrs 257 5.4.10 CHAT Files 2: Merging Multiple Files 263 Next Steps . 269 Appendix 271 Index 272 |
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| isbn | 9781138816275 9781138816282 |
| language | English |
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| spelling | Gries, Stefan Thomas 1970- Verfasser (DE-588)131571222 aut Quantitative corpus linguistics with R a practical introduction Stefan Th. Gries Second edition New York ; London Routledge 2017 ix, 274 Seiten Diagramme 28 cm txt rdacontent n rdamedia nc rdacarrier Datenverarbeitung R (Computer program language) Linguistic analysis (Linguistics) Data processing Corpora (Linguistics) Computational linguistics R Programm (DE-588)4705956-4 gnd rswk-swf Sprachstatistik (DE-588)4182534-2 gnd rswk-swf Korpus Linguistik (DE-588)4165338-5 gnd rswk-swf Korpus Linguistik (DE-588)4165338-5 s Sprachstatistik (DE-588)4182534-2 s R Programm (DE-588)4705956-4 s 1\p DE-604 Erscheint auch als Online-Ausgabe 978-1-315-74621-0 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028869894&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Gries, Stefan Thomas 1970- Quantitative corpus linguistics with R a practical introduction Datenverarbeitung R (Computer program language) Linguistic analysis (Linguistics) Data processing Corpora (Linguistics) Computational linguistics R Programm (DE-588)4705956-4 gnd Sprachstatistik (DE-588)4182534-2 gnd Korpus Linguistik (DE-588)4165338-5 gnd |
| subject_GND | (DE-588)4705956-4 (DE-588)4182534-2 (DE-588)4165338-5 |
| title | Quantitative corpus linguistics with R a practical introduction |
| title_auth | Quantitative corpus linguistics with R a practical introduction |
| title_exact_search | Quantitative corpus linguistics with R a practical introduction |
| title_full | Quantitative corpus linguistics with R a practical introduction Stefan Th. Gries |
| title_fullStr | Quantitative corpus linguistics with R a practical introduction Stefan Th. Gries |
| title_full_unstemmed | Quantitative corpus linguistics with R a practical introduction Stefan Th. Gries |
| title_short | Quantitative corpus linguistics with R |
| title_sort | quantitative corpus linguistics with r a practical introduction |
| title_sub | a practical introduction |
| topic | Datenverarbeitung R (Computer program language) Linguistic analysis (Linguistics) Data processing Corpora (Linguistics) Computational linguistics R Programm (DE-588)4705956-4 gnd Sprachstatistik (DE-588)4182534-2 gnd Korpus Linguistik (DE-588)4165338-5 gnd |
| topic_facet | Datenverarbeitung R (Computer program language) Linguistic analysis (Linguistics) Data processing Corpora (Linguistics) Computational linguistics R Programm Sprachstatistik Korpus Linguistik |
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