London Summer Trip Stay

hi! i’m looking for a reasonable, affordable place for 3 people for 2 nights in london. ideally i’d like it to be within walking distance of buckingham palace, big ben, and other main sights. i’m okay with going a little over budget if it’s worth it. does anyone have any hotel/airbnb/area recommendations? or any specific neighborhoods/locations i should focus on?