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34 lines
784 B
Python
34 lines
784 B
Python
import matplotlib.pyplot as plt
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import json
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# Data as a JSON string
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data_json = '{"0.95":22,"0.75":21,"0.5":15,"0.98":23,"0.25":3,"0.05":0,"0.99":24,"0.1":2,"0.01":0,"0.02":0}'
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# Parse the JSON string into a dictionary
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data = json.loads(data_json)
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# Extract the keys and values from the dictionary
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keys = list(data.keys())
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values = list(data.values())
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# Convert the keys to floats
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keys = [float(key) for key in keys]
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# Sort the keys and values based on the keys
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sorted_data = sorted(zip(keys, values))
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keys, values = zip(*sorted_data)
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plt.plot(keys, values)
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# Set the x-axis tick labels
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plt.xticks(keys, rotation=45)
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# Add labels and title
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plt.xlabel('Percentile')
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plt.ylabel('Memes Kept')
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plt.title('Final Model Evaluation')
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# Display the plot
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plt.tight_layout()
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plt.show()
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