Hello,
it happened that I worked on many intrusion detection systems in the past (with proof), where I did the visualization part carefully with more than 30 charts using famous libraries like matplotlib and seaborn and others , and I can do the same for you and further if you wanted more graphs and charts or to train a model with the dataset or to deploy it.
contact me in chat to discuss the project more.