<｜begin▁of▁sentence｜>### Instruction:
As a Regulatory Affairs Specialist, you may encounter a scenario where a healthcare organization with 100 medical facilities is seeking to analyze the social interactions among its staff. You need to find a way to integrate the SocioDim model into the organization's network data to obtain node embeddings that capture the latent social dimensions within the network, allowing for deeper insights into professional relationships and interactions among the employees.
### Response:
import networkx as nx
from karateclub import SocioDim

# Create a random graph using the Erdos-Renyi model
g = nx.erdos_renyi_graph(n=100, p=0.05)

# Initialize SocioDim model with default parameters
model = SocioDim()

# Fit the model
model.fit(g)

# Retrieve the embedding
embedding = model.get_embedding()

print(embedding)
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