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Session Data Analysis.
- Technical PM
- Top-Interview
- Hard
- 45 min
Session Data Analysis.
Additional context: Let's imagine you have a table with 1 row per session. The two fields you will be using are 'country' (country of the user) and 'session_time' (session length in seconds). 1) What is the average session time of sessions longer than 3 minutes?. 2) I want to make a histogram of session lengths using bins of 5 minutes. How do I get the data to plot it? (output: 1 column is bins of 5 minutes, 1 column is count of sessions in that bin). 3) how do I find similar countries, where similar countries is defined as countries that have within 10% of the number of sessions? (output: 1 column for country a and 1 column for country b).
What this question tests
- Technical PM
- Structured problem solving
- Communication
- Trade-off reasoning
Practise this question under interview conditions. Answer it out loud against a timer with an AI interviewer that asks follow-ups, then review the scored report.
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