diff --git a/queries/polars/q10.py b/queries/polars/q10.py
index ada245d..0d13d6f 100644
--- a/queries/polars/q10.py
+++ b/queries/polars/q10.py
@@ -9,9 +9,9 @@
 
 def q() -> None:
     customer = utils.get_customer_ds()
-    orders = utils.get_orders_ds()
     lineitem = utils.get_line_item_ds()
     nation = utils.get_nation_ds()
+    orders = utils.get_orders_ds()
 
     var1 = date(1993, 10, 1)
     var2 = date(1994, 1, 1)
diff --git a/queries/polars/q11.py b/queries/polars/q11.py
index 8f34dfb..6cffe35 100644
--- a/queries/polars/q11.py
+++ b/queries/polars/q11.py
@@ -6,9 +6,9 @@
 
 
 def q() -> None:
-    supplier = utils.get_supplier_ds()
-    partsupp = utils.get_part_supp_ds()
     nation = utils.get_nation_ds()
+    partsupp = utils.get_part_supp_ds()
+    supplier = utils.get_supplier_ds()
 
     var1 = "GERMANY"
     var2 = 0.0001
diff --git a/queries/polars/q16.py b/queries/polars/q16.py
index f7a6069..57d9486 100644
--- a/queries/polars/q16.py
+++ b/queries/polars/q16.py
@@ -6,8 +6,8 @@
 
 
 def q() -> None:
-    partsupp = utils.get_part_supp_ds()
     part = utils.get_part_ds()
+    partsupp = utils.get_part_supp_ds()
     supplier = utils.get_supplier_ds()
 
     var1 = "Brand#45"
diff --git a/queries/polars/q2.py b/queries/polars/q2.py
index 29aecfb..d84a91b 100644
--- a/queries/polars/q2.py
+++ b/queries/polars/q2.py
@@ -6,11 +6,11 @@
 
 
 def q() -> None:
-    region = utils.get_region_ds()
     nation = utils.get_nation_ds()
-    supplier = utils.get_supplier_ds()
     part = utils.get_part_ds()
     partsupp = utils.get_part_supp_ds()
+    region = utils.get_region_ds()
+    supplier = utils.get_supplier_ds()
 
     var1 = 15
     var2 = "BRASS"
diff --git a/queries/polars/q20.py b/queries/polars/q20.py
index 1da0c78..999a18b 100644
--- a/queries/polars/q20.py
+++ b/queries/polars/q20.py
@@ -10,9 +10,9 @@
 def q() -> None:
     lineitem = utils.get_line_item_ds()
     nation = utils.get_nation_ds()
-    supplier = utils.get_supplier_ds()
     part = utils.get_part_ds()
     partsupp = utils.get_part_supp_ds()
+    supplier = utils.get_supplier_ds()
 
     var1 = date(1994, 1, 1)
     var2 = date(1995, 1, 1)
diff --git a/queries/polars/q21.py b/queries/polars/q21.py
index 6185f1c..375db28 100644
--- a/queries/polars/q21.py
+++ b/queries/polars/q21.py
@@ -7,9 +7,9 @@
 
 def q() -> None:
     lineitem = utils.get_line_item_ds()
-    supplier = utils.get_supplier_ds()
     nation = utils.get_nation_ds()
     orders = utils.get_orders_ds()
+    supplier = utils.get_supplier_ds()
 
     var1 = "SAUDI ARABIA"
 
diff --git a/queries/polars/q22.py b/queries/polars/q22.py
index 06cbcbd..d088c9c 100644
--- a/queries/polars/q22.py
+++ b/queries/polars/q22.py
@@ -6,8 +6,8 @@
 
 
 def q() -> None:
-    orders = utils.get_orders_ds()
     customer = utils.get_customer_ds()
+    orders = utils.get_orders_ds()
 
     q1 = (
         customer.with_columns(pl.col("c_phone").str.slice(0, 2).alias("cntrycode"))
diff --git a/queries/polars/q5.py b/queries/polars/q5.py
index 738a6d4..85bda30 100644
--- a/queries/polars/q5.py
+++ b/queries/polars/q5.py
@@ -8,11 +8,11 @@
 
 
 def q() -> None:
-    region = utils.get_region_ds()
-    nation = utils.get_nation_ds()
     customer = utils.get_customer_ds()
     lineitem = utils.get_line_item_ds()
+    nation = utils.get_nation_ds()
     orders = utils.get_orders_ds()
+    region = utils.get_region_ds()
     supplier = utils.get_supplier_ds()
 
     var1 = "ASIA"
diff --git a/queries/polars/q7.py b/queries/polars/q7.py
index fb47596..0ad4881 100644
--- a/queries/polars/q7.py
+++ b/queries/polars/q7.py
@@ -8,9 +8,9 @@
 
 
 def q() -> None:
-    nation = utils.get_nation_ds()
     customer = utils.get_customer_ds()
     lineitem = utils.get_line_item_ds()
+    nation = utils.get_nation_ds()
     orders = utils.get_orders_ds()
     supplier = utils.get_supplier_ds()
 
diff --git a/queries/polars/q8.py b/queries/polars/q8.py
index 78a5ac9..3cb8da7 100644
--- a/queries/polars/q8.py
+++ b/queries/polars/q8.py
@@ -8,13 +8,13 @@
 
 
 def q() -> None:
-    part = utils.get_part_ds()
-    supplier = utils.get_supplier_ds()
-    lineitem = utils.get_line_item_ds()
-    orders = utils.get_orders_ds()
     customer = utils.get_customer_ds()
+    lineitem = utils.get_line_item_ds()
     nation = utils.get_nation_ds()
+    orders = utils.get_orders_ds()
+    part = utils.get_part_ds()
     region = utils.get_region_ds()
+    supplier = utils.get_supplier_ds()
 
     var1 = "BRAZIL"
     var2 = "AMERICA"
diff --git a/queries/polars/q9.py b/queries/polars/q9.py
index 3ac0904..5b76989 100644
--- a/queries/polars/q9.py
+++ b/queries/polars/q9.py
@@ -6,12 +6,12 @@
 
 
 def q() -> None:
-    part = utils.get_part_ds()
-    supplier = utils.get_supplier_ds()
     lineitem = utils.get_line_item_ds()
-    partsupp = utils.get_part_supp_ds()
-    orders = utils.get_orders_ds()
     nation = utils.get_nation_ds()
+    orders = utils.get_orders_ds()
+    part = utils.get_part_ds()
+    partsupp = utils.get_part_supp_ds()
+    supplier = utils.get_supplier_ds()
 
     q_final = (
         lineitem.join(supplier, left_on="l_suppkey", right_on="s_suppkey")