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Assessment
Data analysis task
Explore a dataset and produce insights/answers.
Assessment format
Overview
A data-analysis task gives you a dataset and a question, evaluating how you clean, explore, and draw defensible conclusions. Clear methodology and communicating insight matter as much as the numbers.
How it works
Assessment formatClientServiceEdgeData
Step by step, with examples
- 1
Data
- Handle nulls and types.
- 2
EDA
- Distributions and correlations.
- 3
Answer Q
- Model or test the question.
- 4
Findings
- Chart plus a clear narrative.
- Example: make it actionable
About this format
Explore a dataset and produce insights/answers.
Sample task
Identify why weekly active users dropped.
Solution approach
Segment the metric (platform, cohort, geo), isolate the drop, and present a hypothesis with supporting numbers.
Tips
- Segment before concluding
- Quantify the impact
- State assumptions
Where this content comes from
For full transparency, this content is curated and verified from these sources:
Timed online-assessment format referencesTake-home assignment templatesOppZen-authored evaluations & solutions