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show_charts = False) tmp_df['num_agents'] = num_agents tmp_dfs.append(tmp_df) We can see that from ~25–30 agents, metrics for different weeks are roughly the same, so there's enough capacity to handle incoming requests and queue is not growing week after week. If we model the situation when we have