• Home
  • Literacy Domains
    Overview
    Understanding Data
    Processing Data
    Persuading with Data
  • Toolkit
  • Student Showcase
  • About
    About the Project
    Team Members
    Project CV
    Contact Us
  • Symposium

The Importance of Data Cleaning: Three Visualization Examples


  Date: 2020-02
  Author: Christine P. Chai
Source: https://chance.amstat.org/2020/02/data-cleaning/
  Domain: Processing Data
  Subdomain: Preparing Data
  Type of Resource: Reading

This article, published in the online journal *CHANCE* by the American Statistical Association, provides examples of how inadequate data preparation can dramatically impact analysis and presents case studies that demonstrate why data inspection and preparation is such an important part of the data science life cycle.

Keywords:  data preparation    data cleaning    bad data    data analysis  

MLA Citation: Chai, Christine P. 'The Importance of Data Cleaning: Three Visualization Examples.' _CHANCE_, American Statistical Association, Feb. 2020, https://chance.amstat.org/2020/02/data-cleaning/. Accessed 31 July 2024.



© Copyright 2025 Data Advocacy for All . Powered by Jekyll with al-folio theme. Hosted by GitHub Pages. Last updated: March 13, 2025.