diff --git a/src/drstats/db.py b/src/drstats/db.py
index 5829eb9..f951d97 100644
--- a/src/drstats/db.py
+++ b/src/drstats/db.py
@@ -2,176 +2,210 @@ db_path = "./drstats.db"
 import dataset
 from drstats.duration import Duration
 
+
 def get_db():
     db = dataset.connect(f"sqlite:///{db_path}")
 
-    db.query("""
-DROP VIEW IF EXISTS score_ignored_most_last_7_days
-    """)
-
-    db.query("""
-CREATE VIEW score_ignored_most_last_7_days AS SELECT 
-    user_username AS username, 
-    COUNT(score) AS userscore
-FROM comments 
-WHERE score = 0 
-    AND created >= DATE('now', '-7 days') 
-GROUP BY username 
-ORDER BY userscore DESC
-    """)
+    db.query(
+        """
+        DROP VIEW IF EXISTS score_ignored_most_last_7_days
+        """
+    )
+    db.query(
+        """
+        CREATE VIEW score_ignored_most_last_7_days AS SELECT 
+            user_username AS username, 
+            COUNT(score) AS userscore
+        FROM comments 
+        WHERE score = 0 
+            AND created >= DATE('now', '-7 days') 
+        GROUP BY username 
+        ORDER BY userscore DESC
+        """
+    )
 
     db.query("DROP VIEW IF EXISTS score_last_7_days")
-    db.query("""
-CREATE VIEW score_last_7_days AS SELECT 
-    user_username AS username, 
-    SUM(score) AS userscore
-FROM comments 
-GROUP BY user_username 
-ORDER BY userscore DESC
-    """)
+    db.query(
+        """
+        CREATE VIEW score_last_7_days AS SELECT 
+            user_username AS username, 
+            SUM(score) AS userscore
+        FROM comments 
+        GROUP BY user_username 
+        ORDER BY userscore DESC
+        """
+    )
 
     db.query("DROP VIEW IF EXISTS rant_stats_per_day")
-    db.query("""
-CREATE VIEW rant_stats_per_day AS SELECT 
-    COUNT(0) AS count, 
-    DATE(created) AS created_date,
-    CASE strftime('%w', DATE(created))
-        WHEN '0' THEN 'Sunday'
-        WHEN '1' THEN 'Monday'
-        WHEN '2' THEN 'Tuesday'
-        WHEN '3' THEN 'Wednesday'
-        WHEN '4' THEN 'Thursday'
-        WHEN '5' THEN 'Friday'
-        WHEN '6' THEN 'Saturday'
-    END AS weekday
-FROM rants 
-GROUP BY created_date 
-ORDER BY created_date
-    """)
+    db.query(
+        """
+        CREATE VIEW rant_stats_per_day AS SELECT 
+            COUNT(0) AS count, 
+            DATE(created) AS created_date,
+            CASE strftime('%w', DATE(created))
+                WHEN '0' THEN 'Sunday'
+                WHEN '1' THEN 'Monday'
+                WHEN '2' THEN 'Tuesday'
+                WHEN '3' THEN 'Wednesday'
+                WHEN '4' THEN 'Thursday'
+                WHEN '5' THEN 'Friday'
+                WHEN '6' THEN 'Saturday'
+            END AS weekday
+        FROM rants 
+        GROUP BY created_date 
+        ORDER BY created_date
+    """
+    )
 
     db.query("DROP VIEW IF EXISTS comment_stats_per_day")
-    db.query("""
-CREATE VIEW comment_stats_per_day AS SELECT 
-    COUNT(0) AS count, 
-    DATE(created) AS created_date,
-    CASE strftime('%w', DATE(created))
-        WHEN '0' THEN 'Sunday'
-        WHEN '1' THEN 'Monday'
-        WHEN '2' THEN 'Tuesday'
-        WHEN '3' THEN 'Wednesday'
-        WHEN '4' THEN 'Thursday'
-        WHEN '5' THEN 'Friday'
-        WHEN '6' THEN 'Saturday'
-    END AS weekday
-FROM comments 
-GROUP BY created_date 
-ORDER BY created_date
-    """)
+    db.query(
+        """
+        CREATE VIEW comment_stats_per_day AS SELECT 
+            COUNT(0) AS count, 
+            DATE(created) AS created_date,
+            CASE strftime('%w', DATE(created))
+                WHEN '0' THEN 'Sunday'
+                WHEN '1' THEN 'Monday'
+                WHEN '2' THEN 'Tuesday'
+                WHEN '3' THEN 'Wednesday'
+                WHEN '4' THEN 'Thursday'
+                WHEN '5' THEN 'Friday'
+                WHEN '6' THEN 'Saturday'
+            END AS weekday
+        FROM comments 
+        GROUP BY created_date 
+        ORDER BY created_date
+    """
+    )
 
     db.query("DROP VIEW IF EXISTS rant_stats_per_weekday")
-    db.query("""
-CREATE VIEW rant_stats_per_weekday AS SELECT 
-    COUNT(0) AS count, 
-    DATE(created) AS created_date,
-    CASE strftime('%w', DATE(created))
-        WHEN '0' THEN 'Sunday'
-        WHEN '1' THEN 'Monday'
-        WHEN '2' THEN 'Tuesday'
-        WHEN '3' THEN 'Wednesday'
-        WHEN '4' THEN 'Thursday'
-        WHEN '5' THEN 'Friday'
-        WHEN '6' THEN 'Saturday'
-    END AS weekday
-FROM rants 
-GROUP BY weekday 
-ORDER BY created_date
-    """)
+    db.query(
+        """
+        CREATE VIEW rant_stats_per_weekday AS SELECT 
+            COUNT(0) AS count, 
+            DATE(created) AS created_date,
+            CASE strftime('%w', DATE(created))
+                WHEN '0' THEN 'Sunday'
+                WHEN '1' THEN 'Monday'
+                WHEN '2' THEN 'Tuesday'
+                WHEN '3' THEN 'Wednesday'
+                WHEN '4' THEN 'Thursday'
+                WHEN '5' THEN 'Friday'
+                WHEN '6' THEN 'Saturday'
+            END AS weekday
+        FROM rants 
+        GROUP BY weekday 
+        ORDER BY created_date
+    """
+    )
 
     db.query("DROP VIEW IF EXISTS comment_stats_per_weekday")
-    db.query("""
-CREATE VIEW comment_stats_per_weekday AS SELECT 
-    COUNT(0) AS count, 
-    DATE(created) AS created_date,
-    CASE strftime('%w', DATE(created))
-        WHEN '0' THEN 'Sunday'
-        WHEN '1' THEN 'Monday'
-        WHEN '2' THEN 'Tuesday'
-        WHEN '3' THEN 'Wednesday'
-        WHEN '4' THEN 'Thursday'
-        WHEN '5' THEN 'Friday'
-        WHEN '6' THEN 'Saturday'
-    END AS weekday
-FROM comments 
-GROUP BY weekday 
-ORDER BY created_date
-    """)
+    db.query(
+        """
+        CREATE VIEW comment_stats_per_weekday AS SELECT 
+            COUNT(0) AS count, 
+            DATE(created) AS created_date,
+            CASE strftime('%w', DATE(created))
+                WHEN '0' THEN 'Sunday'
+                WHEN '1' THEN 'Monday'
+                WHEN '2' THEN 'Tuesday'
+                WHEN '3' THEN 'Wednesday'
+                WHEN '4' THEN 'Thursday'
+                WHEN '5' THEN 'Friday'
+                WHEN '6' THEN 'Saturday'
+            END AS weekday
+        FROM comments 
+        GROUP BY weekday 
+        ORDER BY created_date
+    """
+    )
 
     db.query("DROP VIEW IF EXISTS comment_stats_per_hour")
-    db.query("""
-CREATE VIEW comment_stats_per_hour AS SELECT 
-    COUNT(0) AS count, 
-    strftime('%H', created) AS hour
-FROM comments 
-GROUP BY hour 
-ORDER BY hour
-    """)
+    db.query(
+        """
+        CREATE VIEW comment_stats_per_hour AS SELECT 
+            COUNT(0) AS count, 
+            strftime('%H', created) AS hour
+        FROM comments 
+        GROUP BY hour 
+        ORDER BY hour
+        """
+    )
 
     db.query("DROP VIEW IF EXISTS rant_stats_per_hour")
-    db.query("""
-CREATE VIEW rant_stats_per_hour AS SELECT 
-    COUNT(0) AS count, 
-    strftime('%H', created) AS hour
-FROM rants 
-GROUP BY hour 
-ORDER BY hour
-    """)
+    db.query(
+        """
+        CREATE VIEW rant_stats_per_hour AS SELECT 
+            COUNT(0) AS count, 
+            strftime('%H', created) AS hour
+        FROM rants 
+        GROUP BY hour 
+        ORDER BY hour
+        """
+    )
 
-    db.query("""
+    db.query(
+        """
     DROP VIEW IF EXISTS user_stats
-    """)
+    """
+    )
 
-    db.query("""
-    CREATE VIEW user_stats AS
-    SELECT
-        user_username AS username,
-        COUNT(0) AS post_count,
-        (select count(0) from rants where rants.id = comments.rant_id and date(rants.created) = date(comments.created)) as rant_count,
-        DATE(comments.created) AS date,
-        (SELECT COUNT(0)
-        FROM comments AS comments2
-        WHERE comments2.user_username = comments.user_username
-        AND comments2.score = 0 and date(comments2.created) = date(comments.created)) AS ignore_count,
-        (SELECT COUNT(0)
-        FROM comments AS comments2
-        WHERE comments2.user_username = comments.user_username
-        AND comments2.score > 0 and date(comments2.created) = date(comments.created)) AS upvote_times,
-        (SELECT SUM(score)
-        FROM comments AS comments2
-        WHERE comments2.user_username = comments.user_username
-        AND comments2.score > 0 and date(comments2.created) = date(comments.created)) AS upvote_total
-    FROM comments
-    GROUP BY username, DATE(comments.created)
-    ORDER BY username ASC, date ASC;
-    """)
+    db.query(
+        """
+        CREATE VIEW user_stats AS
+        SELECT
+            user_username AS username,
+            COUNT(0) AS post_count,
+            (
+                select count(0) from rants where 
+                    rants.id = comments.rant_id 
+                    and date(rants.created) = date(comments.created)
+            ) as rant_count,
+            DATE(comments.created) AS date,
+            (SELECT COUNT(0)
+            FROM comments AS comments2
+            WHERE comments2.user_username = comments.user_username
+            AND comments2.score = 0 and date(comments2.created) = date(comments.created)) AS ignore_count,
+            (SELECT COUNT(0)
+            FROM comments AS comments2
+            WHERE comments2.user_username = comments.user_username
+            AND comments2.score > 0 and date(comments2.created) = date(comments.created)) AS upvote_times,
+            (SELECT SUM(score)
+            FROM comments AS comments2
+            WHERE comments2.user_username = comments.user_username
+            AND comments2.score > 0 and date(comments2.created) = date(comments.created)) AS upvote_total
+        FROM comments
+        GROUP BY username, DATE(comments.created)
+        ORDER BY username ASC, date ASC;
+    """
+    )
     db.query("DROP  VIEW IF EXISTS contributions")
-    db.query("""
-    CREATE VIEW contributions AS
-        select distinct user_username as username, count(0) as contributions,sum(score) as upvotes,avg(length(text)) as post_length_average, sum(length(text)) as content_length from rants
-        union
-        select distinct user_username as username, count(0) as contributions,sum(score) as upvotes, sum(length(body)) / count(0) as post_length_average, sum(length(body)) as content_length from comments
-        group by username
-        order by contributions desc, username asc
-    """)
+    db.query(
+        """
+        CREATE VIEW contributions AS
+            select distinct user_username as username, count(0) as contributions,sum(score) as upvotes,avg(length(text)) as post_length_average, sum(length(text)) as content_length from rants
+            union
+            select distinct user_username as username, count(0) as contributions,sum(score) as upvotes, sum(length(body)) / count(0) as post_length_average, sum(length(body)) as content_length from comments
+            group by username
+            order by contributions desc, username asc
+        """
+    )
     db.query("DROP VIEW IF EXISTS contributions_extended")
-    db.query("""
-    CREATE VIEW contributions_extended as SELECT username, contributions,ROUND(CAST(contributions AS REAL) / CAST((select contributions from contributions) AS REAL),2) as ownership, upvotes, ROUND(CAST(upvotes AS REAL) / CAST((SELECT SUM(upvotes) from contributions) AS REAL),2) upvotes_ownership, ROUND(CAST(upvotes AS REAL) / CAST(contributions AS REAL),2) upvote_ratio,content_length as post_length_total, ROUND(CAST(content_length AS REAL) / CAST((SELECT SUM(content_length) from contributions) AS REAL)) as ownership_content,post_length_average    
-    FROM contributions
-    """)
+    db.query(
+        """
+        CREATE VIEW contributions_extended as SELECT username, contributions,ROUND(CAST(contributions AS REAL) / CAST((select contributions from contributions) AS REAL),2) as ownership, upvotes, ROUND(CAST(upvotes AS REAL) / CAST((SELECT SUM(upvotes) from contributions) AS REAL),2) upvotes_ownership, ROUND(CAST(upvotes AS REAL) / CAST(contributions AS REAL),2) upvote_ratio,content_length as post_length_total, ROUND(CAST(content_length AS REAL) / CAST((SELECT SUM(content_length) from contributions) AS REAL)) as ownership_content,post_length_average    
+        FROM contributions
+        """
+    )
     db.query("DROP VIEW IF EXISTS rants_of_user")
-    db.query("CREATE VIEW rants_of_user as SELECT user_username as username, GROUP_CONCAT(text) as text FROM rants")
+    db.query(
+        "CREATE VIEW rants_of_user as SELECT user_username as username, GROUP_CONCAT(text) as text FROM rants"
+    )
     db.query("DROP VIEW IF EXISTS posts_of_user")
-    db.query("CREATE VIEW posts_of_user AS SELECT user_username as username, GROUP_CONCAT(body) as text FROM comments")
-        
+    db.query(
+        "CREATE VIEW posts_of_user AS SELECT user_username as username, GROUP_CONCAT(body) as text FROM comments"
+    )
+
     return db
 
 
@@ -183,25 +217,22 @@ class Db:
     def __enter__(self):
         self.db = get_db()
         return self
-    
+
     def query(self, str):
         with Duration("DB Query {}".format(str[:80])):
-            return self.db.query(str) 
-        
+            return self.db.query(str)
 
     def __exit__(self, exc_type, exc_val, exc_tb):
         self.db.close()
         self.db = None
 
-
     async def __aenter__(self):
         self.db = get_db()
         return self
-    
+
     def query(self, str):
         with Duration("DB Query {}".format(str[:80])):
-            return self.db.query(str) 
-        
+            return self.db.query(str)
 
     async def __aexit__(self, exc_type, exc_val, exc_tb):
         self.db.close()
@@ -210,33 +241,43 @@ class Db:
 
 def get_contributions():
     with Db() as db:
-        contributions = db.query("SELECT ROW_NUMBER() OVER (ORDER BY upvote_ratio DESC) as popularity_postion, * FROM contributions_extended ORDER BY upvote_ratio DESC")
+        contributions = db.query(
+            "SELECT ROW_NUMBER() OVER (ORDER BY upvote_ratio DESC) as rank, * FROM contributions_extended ORDER BY upvote_ratio DESC"
+        )
         return list(contributions)
 
+
 def get_upvote_average():
-    return avg(contribution['upvote_ratio'] for contribution in get_contributions())
+    return avg(contribution["upvote_ratio"] for contribution in get_contributions())
+
 
 def get_users():
-    return list(set([user['username'] for user in get_contributions()])) 
+    return list(set([user["username"] for user in get_contributions()]))
+
 
 def get_user_count():
     return len(get_users())
 
+
 def get_contribution_count():
-    return sum(user['contributions'] for user in get_contributions())
+    return sum(user["contributions"] for user in get_contributions())
+
 
 def get_contribution_average_per_user():
-    return round(get_contribution_count() / get_user_count(),2)
+    return round(get_contribution_count() / get_user_count(), 2)
+
 
 def get_all_rants_of_user(username):
     with Db() as db:
         try:
-            return db.db['rants_of_user'].find_one(username=username)['text']
+            return db.db["rants_of_user"].find_one(username=username)["text"]
         except TypeError:
             return ""
+
+
 def get_all_posts_of_user(username):
     with Db() as db:
         try:
-            return db.db['posts_of_user'].find_one(username=username)['text']
+            return db.db["posts_of_user"].find_one(username=username)["text"]
         except TypeError:
-            return ""
\ No newline at end of file
+            return ""