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The armpit of something
Negative Connotation
The phrase indicates strong negativity towards a place and can be offensive if used carelessly. 
Informal Slang
It's casual speech and might be inappropriate in formal writing or professional settings. 
Subjective View
It reflects a personal opinion, so others might disagree with using this phrase for a particular place. 