diff --git a/src/extract.py b/src/extract.py
index cf749e2..777910b 100644
--- a/src/extract.py
+++ b/src/extract.py
@@ -2,77 +2,162 @@ import psycopg2 as pg
 from os import environ as env
 from typing import TypeVar
 
-T = TypeVar('T')
-U = TypeVar('U')
+T = TypeVar("T")
+U = TypeVar("U")
 
 
 def connect():
-    return pg.connect(dbname=env.get("POSTGRES_DB"),
-                      user=env.get("POSTGRES_USER"),
-                      password=env.get("POSTGRES_PASSWORD"),
-                      host=env.get("POSTGRES_HOST"),
-                      port=env.get("POSTGRES_PORT"))
+    return pg.connect(
+        dbname=env.get("POSTGRES_DB"),
+        user=env.get("POSTGRES_USER"),
+        password=env.get("POSTGRES_PASSWORD"),
+        host=env.get("POSTGRES_HOST"),
+        port=env.get("POSTGRES_PORT"),
+    )
+
+
+def extract_cols(data: dict, cols: list[str]) -> dict: return {key: data.get(key) for key in cols}
 
-def extract_cols(data: dict, cols: list[str]) -> dict:
-    return {key: data.get(key) for key in cols}
 
 def score_to_text(score: list[int]) -> str:
-    return "-".join(map(str,score))
+    return "-".join(map(str, score))
+
 
 # maybe could get columns form db
 def cols_from_player_stats(player_stats: dict) -> dict:
-    cols =  ["id", "gameId", "gameFinishedAt", "steam64Id", "name", "preaim",
-             "reactionTime", "accuracy", "accuracyEnemySpotted",
-             "accuracyHead", "shotsFiredEnemySpotted", "shotsFired",
-             "shotsHitEnemySpotted", "shotsHitFriend", "shotsHitFriendHead",
-             "shotsHitFoe", "shotsHitFoeHead", "utilityOnDeathAvg",
-             "heFoesDamageAvg", "heFriendsDamageAvg", "heThrown",
-             "molotovThrown", "smokeThrown", "smokeThrownCT",
-             "smokeThrownCTGood", "smokeThrownCTGoodRatio",
-             "smokeThrownCTFoes", "counterStrafingShotsAll",
-             "counterStrafingShotsBad", "counterStrafingShotsGood",
-             "counterStrafingShotsGoodRatio", "flashbangHitFoe",
-             "flashbangLeadingToKill", "flashbangHitFoeAvgDuration",
-             "flashbangHitFriend", "flashbangThrown", "flashAssist", "score",
-             "initialTeamNumber", "mvps", "ctRoundsWon", "ctRoundsLost",
-             "tRoundsWon", "tRoundsLost", "sprayAccuracy",
-             "molotovFoesDamageAvg", "molotovFriendsDamageAvg", "color",
-             "totalKills", "totalDeaths", "kdRatio", "multi2k", "multi3k",
-             "multi4k", "multi5k", "hltvRating", "hsp", "roundsSurvived",
-             "roundsSurvivedPercentage", "dpr", "totalAssists", "totalDamage",
-             "tradeKillOpportunities", "tradeKillAttempts",
-             "tradeKillsSucceeded", "tradeKillAttemptsPercentage",
-             "tradeKillsSuccessPercentage", "tradeKillOpportunitiesPerRound",
-             "tradedDeathOpportunities", "tradedDeathAttempts",
-             "tradedDeathAttemptsPercentage", "tradedDeathsSucceeded",
-             "tradedDeathsSuccessPercentage",
-             "tradedDeathsOpportunitiesPerRound", "leetifyRating",
-             "personalPerformanceRating", "ctLeetifyRating", "tLeetifyRating",
-             "leetifyUserId", "isCollector", "isProPlan", "isLeetifyStaff"]
+    cols = [
+        "id",
+        "gameId",
+        "gameFinishedAt",
+        "steam64Id",
+        "name",
+        "preaim",
+        "reactionTime",
+        "accuracy",
+        "accuracyEnemySpotted",
+        "accuracyHead",
+        "shotsFiredEnemySpotted",
+        "shotsFired",
+        "shotsHitEnemySpotted",
+        "shotsHitFriend",
+        "shotsHitFriendHead",
+        "shotsHitFoe",
+        "shotsHitFoeHead",
+        "utilityOnDeathAvg",
+        "heFoesDamageAvg",
+        "heFriendsDamageAvg",
+        "heThrown",
+        "molotovThrown",
+        "smokeThrown",
+        "smokeThrownCT",
+        "smokeThrownCTGood",
+        "smokeThrownCTGoodRatio",
+        "smokeThrownCTFoes",
+        "counterStrafingShotsAll",
+        "counterStrafingShotsBad",
+        "counterStrafingShotsGood",
+        "counterStrafingShotsGoodRatio",
+        "flashbangHitFoe",
+        "flashbangLeadingToKill",
+        "flashbangHitFoeAvgDuration",
+        "flashbangHitFriend",
+        "flashbangThrown",
+        "flashAssist",
+        "score",
+        "initialTeamNumber",
+        "mvps",
+        "ctRoundsWon",
+        "ctRoundsLost",
+        "tRoundsWon",
+        "tRoundsLost",
+        "sprayAccuracy",
+        "molotovFoesDamageAvg",
+        "molotovFriendsDamageAvg",
+        "color",
+        "totalKills",
+        "totalDeaths",
+        "kdRatio",
+        "multi2k",
+        "multi3k",
+        "multi4k",
+        "multi5k",
+        "hltvRating",
+        "hsp",
+        "roundsSurvived",
+        "roundsSurvivedPercentage",
+        "dpr",
+        "totalAssists",
+        "totalDamage",
+        "tradeKillOpportunities",
+        "tradeKillAttempts",
+        "tradeKillsSucceeded",
+        "tradeKillAttemptsPercentage",
+        "tradeKillsSuccessPercentage",
+        "tradeKillOpportunitiesPerRound",
+        "tradedDeathOpportunities",
+        "tradedDeathAttempts",
+        "tradedDeathAttemptsPercentage",
+        "tradedDeathsSucceeded",
+        "tradedDeathsSuccessPercentage",
+        "tradedDeathsOpportunitiesPerRound",
+        "leetifyRating",
+        "personalPerformanceRating",
+        "ctLeetifyRating",
+        "tLeetifyRating",
+        "leetifyUserId",
+        "isCollector",
+        "isProPlan",
+        "isLeetifyStaff",
+    ]
 
     return extract_cols(player_stats, cols)
 
+
 def cols_from_profile_game(game: dict) -> dict:
-    cols = ["ctLeetifyRating", "ctLeetifyRatingRounds", "dataSource", "elo",
-            "gameFinishedAt", "gameId", "isCs2", "mapName", "matchResult",
-            "scores", "skillLevel", "tLeetifyRating", "tLeetifyRatingRounds",
-            "deaths", "hasBannedPlayer", "kills", "partySize"]
+    cols = [
+        "ctLeetifyRating",
+        "ctLeetifyRatingRounds",
+        "dataSource",
+        "elo",
+        "gameFinishedAt",
+        "gameId",
+        "isCs2",
+        "mapName",
+        "matchResult",
+        "scores",
+        "skillLevel",
+        "tLeetifyRating",
+        "tLeetifyRatingRounds",
+        "deaths",
+        "hasBannedPlayer",
+        "kills",
+        "partySize",
+    ]
     return extract_cols(game, cols)
 
+
 def meta_from_profile(profile: dict) -> dict:
-    meta = profile.get("meta");
+    meta = profile.get("meta")
     if not meta:
         raise Exception("Could not get profile metadata", profile)
 
-    cols = [ "steam64Id", "isCollector", "isLeetifyStaff",
-            "isProPlan", "leetifyUserId", "faceitNickname"]
+    cols = [
+        "steam64Id",
+        "isCollector",
+        "isLeetifyStaff",
+        "isProPlan",
+        "leetifyUserId",
+        "faceitNickname",
+    ]
 
     return extract_cols(meta, cols)
 
-def insert_value(data: dict[T,U], key: T, value: U) -> dict[T,U]:
+
+def insert_value(data: dict[T, U], key: T, value: U) -> dict[T, U]:
     data[key] = value
     return data
 
+
 def convert_game_scores(game: dict) -> dict:
     score = game.get("scores")
     if not score:
@@ -83,8 +168,6 @@ def convert_game_scores(game: dict) -> dict:
     return game
 
 
-
-
 def games_from_profile(profile: dict) -> list:
     games = profile.get("games")
     if not games:
@@ -102,4 +185,3 @@ def games_from_profile(profile: dict) -> list:
     games = map(lambda game: insert_value(game, "leetifyUserId", id), games)
     games = map(convert_game_scores, games)
     return list(games)
-
diff --git a/src/leetify/core.py b/src/leetify/core.py
index a797feb..29420de 100644
--- a/src/leetify/core.py
+++ b/src/leetify/core.py
@@ -1,5 +1,6 @@
 import requests
 
+
 class Leetify:
     api_base_url = "https://api.leetify.com/api"
     profile_base_url = f"{api_base_url}/profile"
@@ -16,5 +17,3 @@ class Leetify:
     def get_match(self, id: str) -> dict:
         url = f"{self.match_base_url}/{id}"
         return self.__get_page(url)
-
-