<｜begin▁of▁sentence｜>### Instruction:
As a political scientist, you may need to analyze the interconnectedness of various political entities and their behavior to understand and predict political dynamics. Imagine you are working with a dataset representing interactions between different political actors, such as government agencies, advocacy groups, and organizations. Using the connected_components function in a tool like igraph, you can identify the strong and weak connected components within the network, helping to uncover clusters of influence and connections between political entities. This analysis could provide valuable insights for informing and influencing government policies, advising organizations, and shaping public opinion.
### Response:
```python
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