proposal.detail
ProposedThe Ubuntu TechHive
Data Detective Lab: Find Bad Metrics in a Messy CSV
A data science fundamentals workshop focused on finding suspicious numbers before they become confident reports.
Intro · 2 hours · September 22, 2026 · June 3, 2026
#data-science#pandas#data-quality#metrics
Description
section.descriptionBad data can make a polished dashboard lie. This workshop gives attendees a messy CSV and asks them to investigate before trusting the numbers.
We will check missing values, duplicates, impossible dates, broken categories, and metrics that change when the cleaning rule changes.
The session is built for beginners who want better data instincts, not just another pandas syntax walkthrough.
Proposal Details
Status
Proposed
Difficulty
Intro
Duration
2 hours
Target date
September 22, 2026
Created
June 3, 2026