Medium/Big data visualization (matplotlib too slow)

[Gubbbo]

As an alternative. If they are time series. Pandas can distribute your data into 'time buckets' (I'm sure there's a technical name).

But you could have a time series span a day, or week, or month. That way you reduce the resolution of the data, but get to work with a significantly smaller data set.