<｜begin▁of▁sentence｜>### Instruction:
As a meeting planner, you may be organizing a conference for a large group of professionals. Imagine you have 500 attendees and you want to create a networking activity by grouping 50 individuals together based on the connections they share. Using a tool like ShortestPathSampler, you can simulate this process by sampling a subnetwork of 50 attendees from the overall network and then checking if this sampled group is connected or not, ensuring that everyone in the group can directly or indirectly communicate with one another.
### Response:
import networkx as nx
from littleballoffur import ShortestPathSampler

G = nx.gnp_random_graph(n=500, p=0.4)

sampler = ShortestPathSampler(50, seed=10)

sampler_G = sampler.sample(G)

result = nx.is_connected(sampler_G)

print(result)
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