If reinstalling software feels repetitive, these tools have some ideas.
Update: Tigramite now has a new CausalEffects class that allows to estimate (conditional) causal effects and mediation based on assuming a causal graph. Have a look at the tutorial. Further, Tigramite ...
Use Python to make your data visualizations stand out.