What exactly do you want to visualize? Which aspects?
In Gephi, it is possible to define a time window, and see how your graph evolves, like this: https://vimeo.com/9726202#t=137s.
I would like to do that for Neo4j Link Prediction
Replying to my own post , but it seems i will give it a try with "Composable filters and time series playback in GraphXR" https://www.slideshare.net/SonyGreen1/composable-filters-with-time-series-data-172682268
Seems like the video on Vimeo is not available anymore : please use this instead https://vimeo.com/13744718#t=30s