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db<>fiddle
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CREATE TABLE Table1 (Id int, Table1_Col VARCHAR (1));

INSERT INTO Table1 (Id, Table1_Col) VALUES
(1, 'A'),
(2, 'B'),
(3, 'C'),
(4, 'D'),
(5, 'E');

CREATE TABLE Table2(Id INT, Table1_Col VARCHAR (1), Table2_Col VARCHAR (10));

INSERT INTO Table2 (Id, Table1_Col, Table2_Col) VALUES
(1, 'A', 'Test');


6 rows affected
select T1.Table1_Col, Count(T2.Table2_Col) AS Table2_Col
from table1 t1
Left outer join table2 t2 on t1.Table1_Col = t2.Table1_Col
GROUP BY T1.Table1_Col
Table1_Col Table2_Col
A 1
B 0
C 0
D 0
E 0
Warning: Null value is eliminated by an aggregate or other SET operation.