new folder who dis

dwarves/engineer.py

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+# Visualisations for Data
+import matplotlib.pyplot as plt
+import seaborn as sns
+import pandas as pd
+import mining_hq
+from numpy import count_nonzero
+
+games_pre = mining_hq.games_sales_split_pre
+games_dur = mining_hq.games_sales_split_dur
+games_pos = mining_hq.games_sales_split_pos
+
+crime_US = mining_hq.crime_US_intersect
+crime_CA = mining_hq.crime_CA_intersect
+
+custom_params = {"axes.spines.right": False, "axes.spines.top": False}
+
+sns.set_theme(style = 'ticks', rc = custom_params)
+
+plt.xticks(rotation = 90)
+games_fig_pre = sns.histplot(data = games_pre, x = "Year", palette = sns.color_palette("flare"), kde = True)
+plt.show()
+
+plt.xticks(rotation = 90)
+games_fig2_pre = sns.histplot(data = games_pre, x = "Year", hue = "Genre", multiple = "stack", kde = True)
+plt.show()
+
+plt.xticks(rotation = 90)
+games_fig_dur = sns.histplot(data = games_dur, x = "Year", kde = True)
+plt.show()
+
+plt.xticks(rotation = 90)
+games_fig2_dur = sns.histplot(data = games_dur, x = "Year", hue = "Genre", multiple = "stack", kde = True)
+plt.show()
+
+plt.xticks(rotation = 90)
+games_fig3_dur = sns.jointplot(data = games_dur, x = "Year")
+plt.show()
+
+plt.xticks(rotation = 90)
+games_fig_pos = sns.histplot(data = games_pos, x = "Year")
+plt.show()
+
+plt.xticks(rotation = 90)
+crime_CA_fig = sns.histplot(data = crime_CA, x = "year")
+plt.show()
+
+plt.xticks(rotation = 90)
+crime_US_fig = sns.histplot(data = crime_US, x = "report_year")
+plt.show()
+
+games_dur['Violent_US'] = crime_US['violent_crimes']
+games_dur['NA_Sales'] = games_dur['NA_Sales'].multiply(1000)
+
+plt.xticks(rotation = 90)
+games_violence_US = sns.relplot(data = games_dur, x = 'NA_Sales', y = 'Violent_US')
+plt.show()
+
+plt.xticks(rotation = 90)
+games_crime_dur = sns.jointplot(data = games_dur, x = "Year", y = 'Violent_US')
+plt.show()