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Please review the product preview accessible on this page for detailed info about this curriculum and book

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Data Rookies Labs: Data Wrangling with R

Instructor Edition – Watermarked PDF for Teachers (TPT Exclusive)

This instructor edition of the Data Rookies Labs: Data Wrangling with R workbook is provided as a TPT-exclusive, watermarked PDF for individual teacher use only. It is intended for planning and curriculum design—not for direct student use or redistribution.

What this workbook covers:

• 20+ structured labs using real-world datasets
  
• Step-by-step exercises in base R and Tidy verse
  
• Cleaning, reshaping, and transforming data
  
• Filtering, sorting, merging, and fixing missing values
  
• Practical data wrangling skills aligned with AP Stats and intro college courses
  

Each lab includes:

• Guided code examples
  
• Output checkpoints and practice challenges
  
• Clean formatting for use in RStudio or R Markdown
  

Use alongside the companion textbook

This workbook is fully aligned with Data Rookies: Data Wrangling Essentials, available separately on TPT. Together they create a robust curriculum for teaching data wrangling in R.

Important Licensing Info:

• For individual instructor use only
  
• Not licensed for student distribution, LMS upload, or sharing
  
• Marked with visible watermark