Final Project Screencast
Final Project Screencast Information Guide
Background to Final Project Screencast

Timestamps 00:00 Introduction 02:00 Dataset loading and initial exploration 09:30 Technique 1 — Data cleaning with dplyr 26:30 ... Timecodes 0:00 - Intro 3:16 - Topic 1 Data Manipulation, main skills used: data manipulation using filter and mutate 7:25 - Topic 1 ... 0:00 The homepage (for not-logged in users), register page and log in page 0:14 The timesheet page (homepage for logged in ...
Core Information

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Detailed Analysis
Data is compiled from public records and verified media reports.
Last Updated: June 18, 2026
Final Thoughts

Disclaimer: Disclaimer: Details estimates are based on publicly available data, media reports, and financial analysis. Actual numbers may vary.








