add 2 diffrent sql's

Makefile

@@ -1,6 +1,6 @@
 # Variables
 DIALECT = duckdb
-SQL_FILES = analyse.sql # Add more SQL files here if needed
+SQL_FILES = analyse01.sql analyse02.sql # Add more SQL files here if needed
 
 # Default target
 all: lint

analyse.sql → analyse01.sql

@@ -96,5 +96,10 @@ ORDER BY
     CASE
         WHEN floor_area LIKE '<=%' THEN 0  -- Handling '<= 200'
         WHEN floor_area LIKE '>%' THEN 3001 -- Handling '>3000'
-        ELSE CAST(SUBSTRING(floor_area FROM 1 FOR POSITION(' ' IN floor_area) - 1) AS INTEGER)
-    END;
+        ELSE
+            cast(
+                substring(
+                    floor_area FROM 1 FOR position(' ' IN floor_area) - 1
+                ) AS INTEGER
+            )
+    END;

analyse02.sql

@@ -0,0 +1,109 @@
+CREATE TABLE ura AS
+SELECT *
+FROM read_csv_auto('dataset/to_merge/combined.csv', null_padding = true);
+
+SELECT
+    "Floor Area (SQFT)" AS floor_area,
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '01') AS "1",
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '02') AS "2",
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '03') AS "3",
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '04') AS "4",
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '05') AS "5",
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '06') AS "6",
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '07') AS "7",
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '08') AS "8",
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '09') AS "9",
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '10') AS "10",
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '11') AS "11",
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '12') AS "12",
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '13') AS "13",
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '14') AS "14",
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '15') AS "15",
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '16') AS "16",
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '17') AS "17",
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '18') AS "18",
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '19') AS "19",
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '20') AS "20",
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '21') AS "21",
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '22') AS "22",
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '23') AS "23",
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '24') AS "24",
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '25') AS "25",
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '26') AS "26",
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '27') AS "27",
+    quantile_cont(
+        cast(replace("Monthly Rent ($)", ',', '') AS DOUBLE), 0.5
+    ) FILTER (WHERE "Postal District" = '28') AS "28"
+FROM
+    ura
+GROUP BY
+    floor_area
+ORDER BY
+    CASE
+        WHEN floor_area LIKE '<=%' THEN 0  -- Handling '<= 200'
+        WHEN floor_area LIKE '>%' THEN 3001 -- Handling '>3000'
+        ELSE
+            cast(
+                replace(
+                    substring(
+                        floor_area FROM 1 FOR position(' ' IN floor_area) - 1
+                    ),
+                    ',',
+                    ''
+                ) AS INTEGER
+            )
+    END;