I ran three following queries in amazon redshift:
select count(*)  
from t1  
The count was 1554.
select count(*)  
from t1  
where  
    item_name ilike "blue"  
The count was 62.
select count(*)  
from t1  
where  
    item_name not ilike "blue"  
The count was 85.
The last two (62 + 85) should equal 1554. What am I missing?
Double-quotes are for identifiers: "myColumn"
Single quotes are for values: 'value'.
Your examples contradict those basic syntax rules.
Also, you did not consider NULL values, which neither qualify with:
item_name ilike 'blue'
nor with:
item_name not ilike 'blue'
What do you get for:
SELECT count(*)                             AS all_rows
     , count(item_name  ~~* 'blue' OR NULL) AS item_name_blue
     , count(item_name !~~* 'blue' OR NULL) AS item_name_not_blue
     , count(item_name)                     AS item_name_not_null
     , count(item_name IS NULL OR NULL)     AS item_name_null
FROM   t1;
~~*  .. internal Postgres operator for ILIKE
!~~* .. internal Postgres operator for NOT ILIKE
(Careful: slightly different operator precedence.)
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