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Data Interview Question

Skype User Trends

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Requirements Clarification & Assessment

  1. Definition of Daily Active Users (DAU):

    • Clarify what constitutes a DAU for Skype. Is it any user who logs in, initiates a call, or participates in a meeting?
    • Understand if there are different categories of DAU such as logged-in users, interacting users, or segmented users.
  2. Data Accuracy and Reliability:

    • Verify the accuracy of the data. Are there any reporting errors or delays?
    • Ensure that the data sources are reliable and consistent.
  3. Change Pattern and Magnitude:

    • Determine if the decline was sudden or gradual.
    • Analyze historical data to identify any patterns or trends leading up to the decline.
    • Check if similar patterns have been observed in the past.
  4. Internal and External Influences:

    • Investigate any internal changes such as new features, campaigns, or product launches.
    • Examine external factors including competitor actions, market trends, or global events like Covid-19.
  5. User Segmentation and Behavior:

    • Segment users by demographics, regions, and usage patterns to identify affected groups.
    • Analyze user behavior changes before and during the pandemic.
  6. Competitor Analysis:

    • Assess the actions of competitors like Zoom, Microsoft Teams, and Google Meet.
    • Identify any new features or marketing strategies that may have attracted users away from Skype.