Martin Hugh Monkman

The Data Preparation Journey

Finding Your Way with R

• Gebundenes Buch

Produktbeschreibung

The Data Preparation Journey: Finding Your Way with R introduces the principles of data preparation within in a systematic approach that follows a typical data science or statistical workflow. The principles and practices described within The Data Preparation Journey apply regardless of the context.

Produktdetails

• Verlag: Taylor & Francis Ltd (Sales)
• Seitenzahl: 218
• Erscheinungstermin: 7. Mai 2024
• Englisch
• Abmessung: 234mm x 156mm x 14mm
• Gewicht: 508g
• ISBN-13: 9781032192314
• ISBN-10: 1032192313
• Artikelnr.: 70241419

Autorenporträt

Martin Monkman is a Senior Manager at MNP, and a Course Instructor at the University of Victoria Continuing Studies' Business Intelligence and Data Analytics program. Prior to joining MNP, Martin had a long career at BC Stats, the provincial statistics agency in British Columbia, Canada, including a decade with the job title "Provincial Statistician". Martin has Bachelor of Science and Master of Arts degrees in Geography from the University of Victoria, and he has been a member of the Statistical Society of Canada since 2022.

Inhaltsangabe

1. Introduction 2. Foundations 3. Data documentation 4. Importing data 5.
Importing data: plain-text files 6. Importing data: Excel 7. Importing
data: statistical software 8. Importing data: PDF files 9. Data from web
sources 10. Linking to relational databases 11. Exploration and validation
strategies 12. Cleaning techniques 13. Recap