diff --git a/py_scripts/mining_hq.py b/py_scripts/mining_hq.py
index 0c628de..c0d74fa 100644
--- a/py_scripts/mining_hq.py
+++ b/py_scripts/mining_hq.py
@@ -15,12 +15,16 @@ global games_sales_split_pos
 games_review = pd.read_csv("datasets/videogames/Games.xls")
 games_sales = pd.read_csv("datasets/videogames/vgsales-12-4-2019-short.csv")
 
+print(games_review.isnull())
+print(games_sales.isnull())
+
 games_review_phase1 = digger.slice_column(games_review, "GameName", "Review")
 games_review_final = digger.slice_column(games_review, "GameName", "(Import)")
 
 games_merged_dat = digger.write_joined_df(games_sales, games_review_final)
 
 # Acquisition of Merged dataset
+print(games_merged_dat.isnull())
 games_merged_dat.to_csv("datasets/videogames/games_merged.csv")
 
 # Loading Crime Datasets
@@ -28,12 +32,19 @@ crime_CA = pd.read_excel('datasets/crime/clean_crime_canada_dataset.xlsx')
 
 crime_US = pd.read_csv('datasets/crime/report.csv')
 
+print(crime_US.isnull())
+print(crime_CA.isnull())
+
 year_interval = gunner.year_interval(crime_US, crime_CA, "report_year", "year")
 
-print(year_interval[0], year_interval[1])
+year_max = year_interval[0]
+year_min = year_interval[1]
 
 crime_intersect = gunner.intersect_by_year(crime_US, crime_CA, "report_year", "year")
 
+crime_US_intersect = crime_intersect[0]
+crime_CA_intersect = crime_intersect[1]
+
 NA_col_list = [
     "PAL_Sales",
     "JP_Sales",
@@ -59,13 +70,19 @@ games_merged_dat = gunner.drop_kick(NA_col_list, games_merged_dat)
 
 sale_tri_split = gunner.trisect_by_year(games_merged_dat, 'Year', year_interval)
 
+game_sales_split_pre = sale_tri_split[0]
+game_sales_split_dur = sale_tri_split[1]
+game_sales_split_pos = sale_tri_split[2]
+
 # Displaying Acquired Data
 print("Acquired Datasets:\n")
-print(sale_tri_split[0].head(5),
-sale_tri_split[1].head(5),
-sale_tri_split[2].head(5))
+print(game_sales_split_pre.head(5),
+game_sales_split_dur.head(5),
+game_sales_split_pos.head(5))
 
 print("Dataset Info:\n")
-sale_tri_split[0].info()
-sale_tri_split[1].info()
-sale_tri_split[2].info()
+game_sales_split_pre.info()
+game_sales_split_dur.info()
+game_sales_split_pos.info()
+
+print(game_sales_split_dur.describe())