CREATE TABLE "year_by_year" (
  "year" real,
  "division" text,
  "league" text,
  "regular_season" text,
  "playoffs" text,
  "u_s_open_cup" text
);

Question: what's the u.s. open cup status for regular season of 4th, atlantic division 
SQL: SELECT "u_s_open_cup" FROM "year_by_year" WHERE "regular_season"='4th, Atlantic Division';

Question: how many division  did not qualify for u.s. open cup in 2003
SQL: SELECT "division" FROM "year_by_year" WHERE "u_s_open_cup"='Did Not Qualify' AND "year"=2003;

Question: which round is u.s. open cup division semifinals
SQL: SELECT "u_s_open_cup" FROM "year_by_year" WHERE "playoffs"='Division Semifinals';

Question: what are all the playoffs for regular season is 1st, atlantic division
SQL: SELECT "playoffs" FROM "year_by_year" WHERE "regular_season"='1st, Atlantic Division';

Question: what are all the playoffs for u.s. open cup in 1st round
SQL: SELECT "playoffs" FROM "year_by_year" WHERE "u_s_open_cup"='1st Round';