Implement Highly Connected Subgraph Clustering algorithm also Karger's MinCut Algorithm., Implement Prim's algorithm for KSpanning Tree in Python or R. You can use the dataset: http://www-personal.umich.edu/~mejn/netdata/
Apply on small Graphs/datasets before you try on Large Graphs/Datasets.