diff --git a/.env.example b/.env.example
index c642584b..cdf42386 100644
--- a/.env.example
+++ b/.env.example
@@ -1,3 +1,3 @@
 ENV = "DVP"
-DATABASE_URL = "mysql+aiomysql://username:password@localhost/database_name"
+DATABASE_URL = "mysql+aiomysql://root:root_bot_buster@localhost/playerdata"
 KAFKA_HOST = "kafka:9092"
\ No newline at end of file
diff --git a/docker-compose.yaml b/docker-compose.yaml
index 02b38548..8f9f7885 100644
--- a/docker-compose.yaml
+++ b/docker-compose.yaml
@@ -83,8 +83,10 @@ services:
     # this overrides the env_file for the specific variable
     environment:
       - KAFKA_HOST=kafka:9092
-    env_file:
-      - .env
+      - DATABASE_URL=mysql+aiomysql://root:root_bot_buster@mysql:3306/playerdata
+      - env=DEV
+    # env_file:
+    #   - .env
     depends_on:
       - kafka_setup
       - mysql
diff --git a/mysql/docker-entrypoint-initdb.d/02_data.sql b/mysql/docker-entrypoint-initdb.d/02_data.sql
index 8ccd42ed..ca63e120 100644
--- a/mysql/docker-entrypoint-initdb.d/02_data.sql
+++ b/mysql/docker-entrypoint-initdb.d/02_data.sql
@@ -1,97 +1,281 @@
 USE playerdata;
 
 -- Insert data into the Players table
-INSERT INTO Players (name, created_at, updated_at, possible_ban, confirmed_ban, confirmed_player, label_id, label_jagex, ironman, hardcore_ironman, ultimate_ironman, normalized_name)
+
+INSERT INTO
+    Players (
+        name,
+        created_at,
+        updated_at,
+        possible_ban,
+        confirmed_ban,
+        confirmed_player,
+        label_id,
+        label_jagex,
+        ironman,
+        hardcore_ironman,
+        ultimate_ironman,
+        normalized_name
+    )
 SELECT
-	CONCAT('Player', id) AS name,
-	NOW() - INTERVAL FLOOR(RAND() * 365) DAY AS created_at,
-	NOW() - INTERVAL FLOOR(RAND() * 365) DAY AS updated_at,
-	1 AS possible_ban,
-	0 AS confirmed_ban,
-	0 AS confirmed_player,
-	0 AS label_id,
-	ROUND(RAND() * 1) AS label_jagex, -- Random label_jagex between 0 and 2 (inclusive)
-	null ironman,
-	null AS hardcore_ironman,
-	null AS ultimate_ironman,
-	CONCAT('player', id) AS normalized_name
+    CONCAT('Player', id) AS name,
+    NOW() - INTERVAL FLOOR(RAND() * 365) DAY AS created_at,
+    NOW() - INTERVAL FLOOR(RAND() * 365) DAY AS updated_at,
+    1 AS possible_ban,
+    0 AS confirmed_ban,
+    0 AS confirmed_player,
+    0 AS label_id,
+    ROUND(RAND() * 1) AS label_jagex,
+    -- Random label_jagex between 0 and 2 (inclusive)
+    null ironman,
+    null AS hardcore_ironman,
+    null AS ultimate_ironman,
+    CONCAT('player', id) AS normalized_name
 FROM (
-	SELECT
-		(a.N + b.N * 10) AS id
-	FROM
-		(SELECT 0 AS N UNION SELECT 1 UNION SELECT 2 UNION SELECT 3 UNION SELECT 4 UNION SELECT 5 UNION SELECT 6 UNION SELECT 7 UNION SELECT 8 UNION SELECT 9) AS a,
-		(SELECT 0 AS N UNION SELECT 1 UNION SELECT 2 UNION SELECT 3 UNION SELECT 4 UNION SELECT 5 UNION SELECT 6 UNION SELECT 7 UNION SELECT 8 UNION SELECT 9) AS b
-) AS numbers
+        SELECT (a.N + b.N * 10) AS id
+        FROM (
+                SELECT 0 AS N
+                UNION
+                SELECT 1
+                UNION
+                SELECT 2
+                UNION
+                SELECT 3
+                UNION
+                SELECT 4
+                UNION
+                SELECT 5
+                UNION
+                SELECT 6
+                UNION
+                SELECT 7
+                UNION
+                SELECT 8
+                UNION
+                SELECT
+                    9
+            ) AS a, (
+                SELECT 0 AS N
+                UNION
+                SELECT 1
+                UNION
+                SELECT 2
+                UNION
+                SELECT 3
+                UNION
+                SELECT 4
+                UNION
+                SELECT 5
+                UNION
+                SELECT 6
+                UNION
+                SELECT 7
+                UNION
+                SELECT 8
+                UNION
+                SELECT
+                    9
+            ) AS b
+    ) AS numbers
 union
 SELECT
-	CONCAT('Player', id) AS name,
-	NOW() - INTERVAL FLOOR(RAND() * 365) DAY AS created_at,
-	NOW() - INTERVAL FLOOR(RAND() * 365) DAY AS updated_at,
-	1 AS possible_ban,  -- 50% chance of possible_ban being true
-	1 AS confirmed_ban, -- 30% chance of confirmed_ban being true, with possible_ban and label_jagex=2
-	0 AS confirmed_player, -- 80% chance of confirmed_player being true
-	0 AS label_id, -- Random label_id between 0 and 2 (inclusive)
-	2 AS label_jagex, -- Random label_jagex between 0 and 2 (inclusive)
-	null ironman,
-	null AS hardcore_ironman,
-	null AS ultimate_ironman,
-	CONCAT('player', id) AS normalized_name
+    CONCAT('Player', id) AS name,
+    NOW() - INTERVAL FLOOR(RAND() * 365) DAY AS created_at,
+    NOW() - INTERVAL FLOOR(RAND() * 365) DAY AS updated_at,
+    1 AS possible_ban,
+    -- 50% chance of possible_ban being true
+    1 AS confirmed_ban,
+    -- 30% chance of confirmed_ban being true, with possible_ban and label_jagex=2
+    0 AS confirmed_player,
+    -- 80% chance of confirmed_player being true
+    0 AS label_id,
+    -- Random label_id between 0 and 2 (inclusive)
+    2 AS label_jagex,
+    -- Random label_jagex between 0 and 2 (inclusive)
+    null ironman,
+    null AS hardcore_ironman,
+    null AS ultimate_ironman,
+    CONCAT('player', id) AS normalized_name
 FROM (
-	SELECT
-		(a.N + b.N * 10+100) AS id
-	FROM
-		(SELECT 0 AS N UNION SELECT 1 UNION SELECT 2 UNION SELECT 3 UNION SELECT 4 UNION SELECT 5 UNION SELECT 6 UNION SELECT 7 UNION SELECT 8 UNION SELECT 9) AS a,
-		(SELECT 0 AS N UNION SELECT 1 UNION SELECT 2 UNION SELECT 3 UNION SELECT 4 UNION SELECT 5 UNION SELECT 6 UNION SELECT 7 UNION SELECT 8 UNION SELECT 9) AS b
-) AS numbers
+        SELECT (a.N + b.N * 10 + 100) AS id
+        FROM (
+                SELECT 0 AS N
+                UNION
+                SELECT 1
+                UNION
+                SELECT 2
+                UNION
+                SELECT 3
+                UNION
+                SELECT 4
+                UNION
+                SELECT 5
+                UNION
+                SELECT 6
+                UNION
+                SELECT 7
+                UNION
+                SELECT 8
+                UNION
+                SELECT
+                    9
+            ) AS a, (
+                SELECT 0 AS N
+                UNION
+                SELECT 1
+                UNION
+                SELECT 2
+                UNION
+                SELECT 3
+                UNION
+                SELECT 4
+                UNION
+                SELECT 5
+                UNION
+                SELECT 6
+                UNION
+                SELECT 7
+                UNION
+                SELECT 8
+                UNION
+                SELECT
+                    9
+            ) AS b
+    ) AS numbers
 union
 SELECT
-	CONCAT('Player', id) AS name,
-	NOW() - INTERVAL FLOOR(RAND() * 365) DAY AS created_at,
-	NOW() - INTERVAL FLOOR(RAND() * 365) DAY AS updated_at,
-	0 AS possible_ban,  -- 50% chance of possible_ban being true
-	0 AS confirmed_ban, -- 30% chance of confirmed_ban being true, with possible_ban and label_jagex=2
-	1 AS confirmed_player, -- 80% chance of confirmed_player being true
-	0 AS label_id, -- Random label_id between 0 and 2 (inclusive)
-	0 AS label_jagex, -- Random label_jagex between 0 and 2 (inclusive)
-	null ironman,
-	null AS hardcore_ironman,
-	null AS ultimate_ironman,
-	CONCAT('player', id) AS normalized_name
+    CONCAT('Player', id) AS name,
+    NOW() - INTERVAL FLOOR(RAND() * 365) DAY AS created_at,
+    NOW() - INTERVAL FLOOR(RAND() * 365) DAY AS updated_at,
+    0 AS possible_ban,
+    -- 50% chance of possible_ban being true
+    0 AS confirmed_ban,
+    -- 30% chance of confirmed_ban being true, with possible_ban and label_jagex=2
+    1 AS confirmed_player,
+    -- 80% chance of confirmed_player being true
+    0 AS label_id,
+    -- Random label_id between 0 and 2 (inclusive)
+    0 AS label_jagex,
+    -- Random label_jagex between 0 and 2 (inclusive)
+    null ironman,
+    null AS hardcore_ironman,
+    null AS ultimate_ironman,
+    CONCAT('player', id) AS normalized_name
 FROM (
-	SELECT
-		(a.N + b.N * 10+200) AS id
-	FROM
-		(SELECT 0 AS N UNION SELECT 1 UNION SELECT 2 UNION SELECT 3 UNION SELECT 4 UNION SELECT 5 UNION SELECT 6 UNION SELECT 7 UNION SELECT 8 UNION SELECT 9) AS a,
-		(SELECT 0 AS N UNION SELECT 1 UNION SELECT 2 UNION SELECT 3 UNION SELECT 4 UNION SELECT 5 UNION SELECT 6 UNION SELECT 7 UNION SELECT 8 UNION SELECT 9) AS b
-) AS numbers
-;
+        SELECT (a.N + b.N * 10 + 200) AS id
+        FROM (
+                SELECT 0 AS N
+                UNION
+                SELECT 1
+                UNION
+                SELECT 2
+                UNION
+                SELECT 3
+                UNION
+                SELECT 4
+                UNION
+                SELECT 5
+                UNION
+                SELECT 6
+                UNION
+                SELECT 7
+                UNION
+                SELECT 8
+                UNION
+                SELECT
+                    9
+            ) AS a, (
+                SELECT 0 AS N
+                UNION
+                SELECT 1
+                UNION
+                SELECT 2
+                UNION
+                SELECT 3
+                UNION
+                SELECT 4
+                UNION
+                SELECT 5
+                UNION
+                SELECT 6
+                UNION
+                SELECT 7
+                UNION
+                SELECT 8
+                UNION
+                SELECT
+                    9
+            ) AS b
+    ) AS numbers;
+
 -- Insert data into the Reports table
-INSERT INTO Reports (created_at, reportedID, reportingID, region_id, x_coord, y_coord, z_coord, timestamp, manual_detect, on_members_world, on_pvp_world, world_number, equip_head_id, equip_amulet_id, equip_torso_id, equip_legs_id, equip_boots_id, equip_cape_id, equip_hands_id, equip_weapon_id, equip_shield_id, equip_ge_value)
+
+INSERT INTO
+    Reports (
+        created_at,
+        reportedID,
+        reportingID,
+        region_id,
+        x_coord,
+        y_coord,
+        z_coord,
+        timestamp,
+        manual_detect,
+        on_members_world,
+        on_pvp_world,
+        world_number,
+        equip_head_id,
+        equip_amulet_id,
+        equip_torso_id,
+        equip_legs_id,
+        equip_boots_id,
+        equip_cape_id,
+        equip_hands_id,
+        equip_weapon_id,
+        equip_shield_id,
+        equip_ge_value
+    )
 SELECT
     NOW() - INTERVAL FLOOR(RAND() * 365) DAY AS created_at,
     p1.id AS reportedID,
     p2.id AS reportingID,
-    ROUND(RAND() * 1000) AS region_id, -- Random region_id
-    ROUND(RAND() * 1000) AS x_coord,   -- Random x_coord
-    ROUND(RAND() * 1000) AS y_coord,   -- Random y_coord
-    ROUND(RAND() * 1000) AS z_coord,   -- Random z_coord
+    ROUND(RAND() * 1000) AS region_id,
+    -- Random region_id
+    ROUND(RAND() * 1000) AS x_coord,
+    -- Random x_coord
+    ROUND(RAND() * 1000) AS y_coord,
+    -- Random y_coord
+    ROUND(RAND() * 1000) AS z_coord,
+    -- Random z_coord
     NOW() - INTERVAL FLOOR(RAND() * 365) DAY AS timestamp,
-    ROUND(RAND()) AS manual_detect,    -- Random manual_detect (0 or 1)
-    ROUND(RAND() * 1000) AS on_members_world, -- Random on_members_world
-    ROUND(RAND()) AS on_pvp_world,     -- Random on_pvp_world (0 or 1)
-    ROUND(RAND() * 100) AS world_number, -- Random world_number
-    ROUND(RAND() * 1000) AS equip_head_id, -- Random equip_head_id
-    ROUND(RAND() * 1000) AS equip_amulet_id, -- Random equip_amulet_id
-    ROUND(RAND() * 1000) AS equip_torso_id, -- Random equip_torso_id
-    ROUND(RAND() * 1000) AS equip_legs_id, -- Random equip_legs_id
-    ROUND(RAND() * 1000) AS equip_boots_id, -- Random equip_boots_id
-    ROUND(RAND() * 1000) AS equip_cape_id,  -- Random equip_cape_id
-    ROUND(RAND() * 1000) AS equip_hands_id, -- Random equip_hands_id
-    ROUND(RAND() * 1000) AS equip_weapon_id, -- Random equip_weapon_id
-    ROUND(RAND() * 1000) AS equip_shield_id, -- Random equip_shield_id
+    ROUND(RAND()) AS manual_detect,
+    -- Random manual_detect (0 or 1)
+    ROUND(RAND() * 1000) AS on_members_world,
+    -- Random on_members_world
+    ROUND(RAND()) AS on_pvp_world,
+    -- Random on_pvp_world (0 or 1)
+    ROUND(RAND() * 100) AS world_number,
+    -- Random world_number
+    ROUND(RAND() * 1000) AS equip_head_id,
+    -- Random equip_head_id
+    ROUND(RAND() * 1000) AS equip_amulet_id,
+    -- Random equip_amulet_id
+    ROUND(RAND() * 1000) AS equip_torso_id,
+    -- Random equip_torso_id
+    ROUND(RAND() * 1000) AS equip_legs_id,
+    -- Random equip_legs_id
+    ROUND(RAND() * 1000) AS equip_boots_id,
+    -- Random equip_boots_id
+    ROUND(RAND() * 1000) AS equip_cape_id,
+    -- Random equip_cape_id
+    ROUND(RAND() * 1000) AS equip_hands_id,
+    -- Random equip_hands_id
+    ROUND(RAND() * 1000) AS equip_weapon_id,
+    -- Random equip_weapon_id
+    ROUND(RAND() * 1000) AS equip_shield_id,
+    -- Random equip_shield_id
     ROUND(RAND() * 10000) AS equip_ge_value -- Random equip_ge_value
-FROM
-    Players p1
+FROM Players p1
     CROSS JOIN Players p2
 WHERE
     p1.id <> p2.id -- Ensure reportedID and reportingID are different
@@ -103,74 +287,73 @@ LIMIT
 
 DELIMITER $$
 
-CREATE PROCEDURE InsertRows(num INT)
-BEGIN
-  DECLARE i INT;
-  SET i = 1;
-  WHILE i <= num DO
-    SET @rand = FLOOR(1 + RAND() * 25);
-    SET @multiplier = FLOOR(51 + RAND() * 50);
-
-    INSERT INTO Predictions
-    SET name = CONCAT('Player', i),
-		predicted_confidence = @multiplier,
-		prediction = CASE @rand
-            WHEN 1 THEN 'real_player'
-            WHEN 2 THEN 'pvm_melee_bot'
-            WHEN 3 THEN 'smithing_bot'
-            WHEN 4 THEN 'magic_bot'
-            WHEN 5 THEN 'fishing_bot'
-            WHEN 6 THEN 'mining_bot'
-            WHEN 7 THEN 'crafting_bot'
-            WHEN 8 THEN 'pvm_ranged_magic_bot'
-            WHEN 9 THEN 'pvm_ranged_bot'
-            WHEN 10 THEN 'hunter_bot'
-            WHEN 11 THEN 'fletching_bot'
-            WHEN 12 THEN 'clue_scroll_bot'
-            WHEN 13 THEN 'lms_bot'
-            WHEN 14 THEN 'agility_bot'
-            WHEN 15 THEN 'wintertodt_bot'
-            WHEN 16 THEN 'runecrafting_bot'
-            WHEN 17 THEN 'zalcano_bot'
-            WHEN 18 THEN 'woodcutting_bot'
-            WHEN 19 THEN 'thieving_bot'
-            WHEN 20 THEN 'soul_wars_bot'
-            WHEN 21 THEN 'cooking_bot'
-            WHEN 22 THEN 'vorkath_bot'
-            WHEN 23 THEN 'barrows_bot'
-            WHEN 24 THEN 'herblore_bot'
-            ELSE 'unknown_bot' 
-		END,
-		real_player = IF(@rand = 1, 1, 0) * @multiplier,
-        pvm_melee_bot = IF(@rand = 2, 1, 0) * @multiplier,
-        smithing_bot = IF(@rand = 3, 1, 0) * @multiplier,
-        magic_bot = IF(@rand = 4, 1, 0) * @multiplier,
-        fishing_bot = IF(@rand = 5, 1, 0) * @multiplier,
-        mining_bot = IF(@rand = 6, 1, 0) * @multiplier,
-        crafting_bot = IF(@rand = 7, 1, 0) * @multiplier,
-        pvm_ranged_magic_bot = IF(@rand = 8, 1, 0) * @multiplier,
-        pvm_ranged_bot = IF(@rand = 9, 1, 0) * @multiplier,
-        hunter_bot = IF(@rand =10 ,1 ,0 ) * @multiplier,
-        fletching_bot=IF (@rand=11 ,1 ,0 ) * @multiplier,
-        clue_scroll_bot=IF (@rand=12 ,1 ,0 ) * @multiplier,
-        lms_bot=IF (@rand=13 ,1 ,0 ) * @multiplier,
-        agility_bot=IF (@rand=14 ,1 ,0 ) * @multiplier,
-        wintertodt_bot=IF (@rand=15 ,1 ,0 ) * @multiplier,
-        runecrafting_bot=IF (@rand=16 ,1 ,0 ) * @multiplier,
-        zalcano_bot=IF (@rand=17 ,1 ,0 ) * @multiplier,
-        woodcutting_bot=IF (@rand=18 ,1 ,0 ) * @multiplier,
-        thieving_bot=IF (@rand=19 ,1 ,0 ) * @multiplier,
-        soul_wars_bot=IF (@rand=20 ,1 ,0 ) * @multiplier,
-        cooking_bot=IF (@rand=21 ,1 ,0 ) * @multiplier,
-        vorkath_bot=IF (@rand=22 ,1 ,0 ) * @multiplier,
-        barrows_bot=IF (@rand=23 ,1 ,0 ) * @multiplier,
-        herblore_bot=IF (@rand=24 ,1 ,0 ) * @multiplier,
-        unknown_bot=IF (@rand=25 ,1 ,0 ) * @multiplier;
+CREATE PROCEDURE INSERTROWS(NUM INT) BEGIN 
+	DECLARE i INT;
+	SET i = 1;
+	WHILE i <= num DO SET @rand = FLOOR(1 + RAND() * 25);
+	SET @multiplier = FLOOR(51 + RAND() * 50);
+	INSERT INTO Predictions
+	SET
+	    name = CONCAT('Player', i),
+	    created = NOW() - INTERVAL FLOOR(RAND() * 365) DAY,
+	    predicted_confidence = @multiplier,
+	    prediction = CASE @rand
+	        WHEN 1 THEN 'real_player'
+	        WHEN 2 THEN 'pvm_melee_bot'
+	        WHEN 3 THEN 'smithing_bot'
+	        WHEN 4 THEN 'magic_bot'
+	        WHEN 5 THEN 'fishing_bot'
+	        WHEN 6 THEN 'mining_bot'
+	        WHEN 7 THEN 'crafting_bot'
+	        WHEN 8 THEN 'pvm_ranged_magic_bot'
+	        WHEN 9 THEN 'pvm_ranged_bot'
+	        WHEN 10 THEN 'hunter_bot'
+	        WHEN 11 THEN 'fletching_bot'
+	        WHEN 12 THEN 'clue_scroll_bot'
+	        WHEN 13 THEN 'lms_bot'
+	        WHEN 14 THEN 'agility_bot'
+	        WHEN 15 THEN 'wintertodt_bot'
+	        WHEN 16 THEN 'runecrafting_bot'
+	        WHEN 17 THEN 'zalcano_bot'
+	        WHEN 18 THEN 'woodcutting_bot'
+	        WHEN 19 THEN 'thieving_bot'
+	        WHEN 20 THEN 'soul_wars_bot'
+	        WHEN 21 THEN 'cooking_bot'
+	        WHEN 22 THEN 'vorkath_bot'
+	        WHEN 23 THEN 'barrows_bot'
+	        WHEN 24 THEN 'herblore_bot'
+	        ELSE 'unknown_bot'
+	    END,
+	    real_player = IF(@rand = 1, 1, 0) * @multiplier,
+	    pvm_melee_bot = IF(@rand = 2, 1, 0) * @multiplier,
+	    smithing_bot = IF(@rand = 3, 1, 0) * @multiplier,
+	    magic_bot = IF(@rand = 4, 1, 0) * @multiplier,
+	    fishing_bot = IF(@rand = 5, 1, 0) * @multiplier,
+	    mining_bot = IF(@rand = 6, 1, 0) * @multiplier,
+	    crafting_bot = IF(@rand = 7, 1, 0) * @multiplier,
+	    pvm_ranged_magic_bot = IF(@rand = 8, 1, 0) * @multiplier,
+	    pvm_ranged_bot = IF(@rand = 9, 1, 0) * @multiplier,
+	    hunter_bot = IF(@rand = 10, 1, 0) * @multiplier,
+	    fletching_bot = IF (@rand = 11, 1, 0) * @multiplier,
+	    clue_scroll_bot = IF (@rand = 12, 1, 0) * @multiplier,
+	    lms_bot = IF (@rand = 13, 1, 0) * @multiplier,
+	    agility_bot = IF (@rand = 14, 1, 0) * @multiplier,
+	    wintertodt_bot = IF (@rand = 15, 1, 0) * @multiplier,
+	    runecrafting_bot = IF (@rand = 16, 1, 0) * @multiplier,
+	    zalcano_bot = IF (@rand = 17, 1, 0) * @multiplier,
+	    woodcutting_bot = IF (@rand = 18, 1, 0) * @multiplier,
+	    thieving_bot = IF (@rand = 19, 1, 0) * @multiplier,
+	    soul_wars_bot = IF (@rand = 20, 1, 0) * @multiplier,
+	    cooking_bot = IF (@rand = 21, 1, 0) * @multiplier,
+	    vorkath_bot = IF (@rand = 22, 1, 0) * @multiplier,
+	    barrows_bot = IF (@rand = 23, 1, 0) * @multiplier,
+	    herblore_bot = IF (@rand = 24, 1, 0) * @multiplier,
+	    unknown_bot = IF (@rand = 25, 1, 0) * @multiplier;
+	SET i = i + 1;
+	END WHILE;
+	END$$ 
 
-    SET i = i + 1;
-  END WHILE;
-END$$
 
 DELIMITER ;
 
-CALL InsertRows(250);
+CALL InsertRows(250);
\ No newline at end of file