44 lines
1.3 KiB
Python
44 lines
1.3 KiB
Python
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import matplotlib.pyplot as plt
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import pandas as pd
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# Read the data from the CSV
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data = pd.read_csv('data/exp.csv')
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#line
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# Create a line chart
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plt.figure(figsize=(12, 6))
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plt.plot(data['lv'], data['xp'], marker='o', linestyle='-', color='b')
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plt.title('Experience Points Needed for Each Level')
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plt.xlabel('Level')
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plt.ylabel('Experience Points')
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plt.grid(True)
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plt.show()
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#bar
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plt.figure(figsize=(12, 6))
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plt.bar(data['lv'], data['xp'], color='b')
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plt.title('Experience Points Needed for Each Level')
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plt.xlabel('Level')
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plt.ylabel('Experience Points')
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plt.grid(axis='y')
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plt.show()
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#area
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plt.figure(figsize=(12, 6))
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plt.fill_between(data['lv'], data['xp'], color='b', alpha=0.5)
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plt.plot(data['lv'], data['xp'], color='b', marker='o')
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plt.title('Cumulative Experience Points Needed for Each Level')
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plt.xlabel('Level')
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plt.ylabel('Experience Points')
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plt.grid(True)
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plt.show()
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# Calculate the difference in xp from the previous level
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data['xp_diff'] = data['xp'].diff()
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data['xp_diff'].iloc[0] = 0 # Set the first value to 0 as there's no previous level
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# Create a line chart for xp difference
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plt.figure(figsize=(10, 6))
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plt.plot(data['lv'], data['xp_diff'], marker='o', linestyle='-', color='b')
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plt.title('Experience Point Difference from Previous Level')
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plt.xlabel('Level')
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plt.ylabel('Experience Point Difference')
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plt.grid(True)
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plt.show()
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