- Reliable way for processing huge amount(s)of dataset
- Very user friendly environment (especially when running python code)
- Supports many languages including Python, R &/or Splus.
- Has an open API support is really convenient while integrating into your existing workflow
- Sometimes difficult debugging issues especially within parallel computing environments.
- Doesn´t come up yet fully ready package manager although most people would already expect something