Doom & Bloom: Pre-data Mindset

Tools to explore data possibilities prior to the Import phase. Hereafter referred to as the Pre-Data Mindset. Illustrated using iris.

Getting Started

• Establish a Few Good Whys
  • Mask Real Data: Security Inc. & Usefulness Inc.
  • Reduce Overfitting
  • Get Started Now!
• Investigate iris with a Pre-data Mindset

Organization

Reproducible R Markdown files are in use_iris & append_iris folders.

Prerequisites

R

Package Libraries

tidyverse, wrapr, purrr, foreach fabricatr, randomizr, estimator randNames, wakefield, charlatan, generator synthpop, fakeR skimr

License

This project is licensed under the unlicense - see the LICENSE.md file for details

Acknowledgments

• the package authors unspecifically