diff --git a/data/get_data.py b/data/get_data.py
index 2eff20b..ce2fc97 100644
--- a/data/get_data.py
+++ b/data/get_data.py
@@ -1,4 +1,7 @@
-def pull_training_data():
+from data.db_connect import Database
+
+# Game date in YYYYmmDD
+def pull_training_data(database: Database, game_date: str, game_number: int, park_id: str):
     # Training data
     
     """
@@ -211,4 +214,129 @@ def pull_training_data():
             - 0 home team wins, 1 visiting team wins
     """
 
-    pass
\ No newline at end of file
+    select_upcoming_game = """
+        SELECT
+            games.id,
+
+            games.game_date, games.game_number,
+            games.day_of_week, games.day_night,
+            games.home_plate_ump_id,
+            games.b1_ump_id, games.b2_ump_id, games.b3_ump_id,
+            games.lf_ump_id, games.rf_ump_id,
+            
+            parks.park_id, 
+            parks.lf_fence_distance, parks.lf_fence_height,
+            parks.ct_fence_distance, parks.ct_fence_height,
+            parks.rf_fence_distance, parks.rf_fence_height,
+            parks.has_roof, parks.elevation,
+            parks.latitude, parks.longitude,
+
+            weather.temperature, weather.humidity, weather.dew_point, 
+            weather.apparent_temperature, weather.air_pressure,
+            weather.precipitation, weather.rain, weather.snowfall,
+            weather.cloud_cover, 
+            weather.wind_speed, weather.wind_direction, weather.wind_gusts,
+            weather.sun_rise, weather.sun_set, weather.moon_phase
+
+        FROM
+            games
+
+        LEFT JOIN parks ON parks.park_id = games.park_id
+        LEFT JOIN weather ON weather.game_id = games.id
+
+        WHERE
+            games.game_date = ? AND games.game_number = ? AND games.park_id = ?
+    """
+
+    curr_game = database.select(select_upcoming_game, [game_date, game_number, park_id])
+    if curr_game is None:
+        print(f"Failed to get game data for date: {game_date}, number: {game_number}, park: {park_id}")
+        return None
+
+    print(curr_game)
+
+    select_teams = """
+        SELECT
+            game_num, manager_id, starting_pitcher_id,
+            starting_1_id, starting_1_position,
+            starting_2_id, starting_2_position,
+            starting_3_id, starting_3_position, 
+            starting_4_id, starting_4_position,
+            starting_5_id, starting_5_position,
+            starting_6_id, starting_6_position,
+            starting_7_id, starting_7_position,
+            starting_8_id, starting_8_position,
+            starting_9_id, starting_9_position
+        WHERE
+            game = ?
+    """
+
+    curr_team_game = database.selectall(select_teams, [curr_game[0]])
+
+    if curr_game.len() != 2:
+        print(f"Got the wrong number of games {curr_game.len()}")
+        return None
+
+    select_previous_games = """
+        SELECT
+            - win_streak
+                - loss_streak
+                - game_date
+                - day_of_weeki
+                - length_in_outs
+                - day_night
+                - completion_info
+                - forfeit
+                - protest
+                - park_id
+                - attendence
+                - length_in_minutes
+                - hits
+                - doubles
+                - triples
+                - homeruns
+                - rbis
+                - sacrifice_hits
+                - sacrifice_flies
+                - hit_by_pitch
+                - walks
+                - intentional_walks
+                - strikeouts
+                - stolen_bases
+                - caught_stealing
+                - grounded_double
+                - interference
+                - left_on_base
+                - pitchers_used
+                - individual_earned_runs
+                - earned_runs
+                - wild_pitches
+                - balks
+                - putouts
+                - assists
+                - errors
+                - passed
+                - double_play
+                - triple_play
+                - game_num
+                - manager_id
+                - starting_pitcher_id
+                - starting_1_id
+                - starting_1_position
+                - starting_2_id
+                - starting_2_position
+                - starting_3_id
+                - starting_3_position
+                - starting_4_id
+                - starting_4_position
+                - starting_5_id
+                - starting_5_position
+                - starting_6_id
+                - starting_6_position
+                - starting_7_id
+                - starting_7_position
+                - starting_8_id
+                - starting_8_position
+                - starting_9_id
+                - starting_9_position
+    """
diff --git a/main.py b/main.py
index d627971..d127465 100644
--- a/main.py
+++ b/main.py
@@ -1,8 +1,10 @@
 import numpy as np # helps with the math
 import matplotlib.pyplot as plt # to plot error during training
+
+from data.get_data import pull_training_data
 from data.db_connect import Database
-from data.stats_importer import Importer
 from data.build_weather import get_weather, get_sun_and_moon_phase
+from data.stats_importer import Importer
 
 # input data
 inputs = np.array([[0, 0, 1, 0],
@@ -15,19 +17,23 @@ inputs = np.array([[0, 0, 1, 0],
 outputs = np.array([[0], [0], [0], [1], [1], [1]])
 
 if __name__ == '__main__':
+    db_file = "./database/baseball.db"
+    db_conn = Database(db_file)
+
+    pull_training_data(db_conn, "20240602", 0, "BAL12")
+
+    """
     build_db_path = "./data/sql/build_db.sql"
     fill_parks_path = "./data/sql/prefill_parks.sql"
     fill_teams_path = "./data/sql/prefill_teams.sql"
 
-    db_file = "./database/baseball.db"
-    db_conn = Database(db_file)
-
     db_conn.run_sql_file(build_db_path)
     db_conn.run_sql_file(fill_parks_path)
     db_conn.run_sql_file(fill_teams_path)
 
     imp = Importer(db_conn)
     imp.parse_all_data("./data/stats/to_import", "./data/stats/imported/")
+    """
 
 """
 else: