TIM-8550: Data Preparation Methods

Glei, D. A., Barbieri, M., & Santamaria-Ulloa, C. (2019). Costa Rican mortality 1950-2013: An evaluation of data quality and trends compared with other countries. Demographic Research, 28.

Sima Zamand, Hossein Alidadi, Aliasghar Najafpoor, Vahid Taghavimanesh, Nooshin Akbari Sharak, & Hossein Najafi Saleh. (2018). Data on trend changes of drinking groundwater resources quality in Sabzevar city (A case study). Data in Brief, 20(889–893), 889–893.

Jinrong Wu, Richard O. Sinnott, Jemie Effendy, Stephan Glöckner, William Hu, & Jiajie Li. (2017). Usage patterns and data quality : A case study of a national Type-1 Diabetes Study. Medical and Health Informatics 2017, 18–27.

Meseguer-Ruiz, O., Ponce-Philimon, P. I., Quispe-Jofre, A. S., Guijarro, J. A., & Sarricolea, P. (2018). Spatial behaviour of daily observed extreme temperatures in Northern Chile (1966-2015): Data quality, warming trends, and its orographic and latitudinal effects. Stochastic Environmental Research and Risk Assessment (Serra), 12, 3503.

Hands-on data science with Anaconda [Video]. (2018). PACKT Publishing.
2 hours 33 minutes.

10 compelling reasons you should use JupyterLab for data science coding. (2020, June 25). Analytics Vidhya.
This is an executive overview of what JupyterLab offers.

Lesson 1: Welcome and Introduction to JupyterLab
A good resource on how to use Jupyterlab.

What is a data dictionary? (2015, April 17). Bridging the Gap - We'll Help You Start Your Business Analyst Career.
This is general information on what a data dictionary is and is not.

How to use dictionaries in Python. (2020, June 8). PythonForBeginners.com.
This is a good resource on using dictionaries in Python.

Jupyterlab. (n.d.). PyPI.
This is another great resource for JupyterLab.

Pauloo, R. (n.d.). Installing the R kernel in Jupyter lab. Rich Pauloo.
This is Rich Pauloo's nerd blog and scientific research page.
This site focuses on how to install R in JupyterLab.

Rstudio: Anaconda cloud. (n.d.). Attention Required!. Cloudflare.
If a normal install does not work, try a manual install.