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Maids.cc Data science Test

Objective of this task:

  1. Check if there's any correlation between the type of maid and client satisfaction? i.e. are clients who have walk-in maids, more satisfied than clients who have operator maid, or vice versa?

  2. Which type of maids are faster to get hired by a client? And what's the average days every type of maid stays with us before getting hired by a client.

  3. Check if there's any correlation between the type of maids, and the number of failed interviews?

  4. Check if there's any correlation between the type of maid and their termination rate.

  5. propose which type of maids we should proceed with: Operators or Walk-ins?

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