does the census bureau provide clipped / water-bounded files as nice as certain citie

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this question says they do but when i compare what i can find in the cartographic boundary files section of the census bureau's gis page, they don't look as good as certain shapefiles provided by the city government. am i missing something? or do i have to scrounge through each city's website to get this level of detail (assuming it's there at all)

comparison photos of new york city and reproducible R code below.





library(maptools)tf
 
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