20 lines
838 B
Python
20 lines
838 B
Python
import numpy as np
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import pandas as pd
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df = pd.read_csv('salinity_salinitychange.csv')
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least_salty = df[df['Salinity'] == 'Least Salty']
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medium_salty = df[df['Salinity'] == 'Medium Salty']
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most_salty = df[df['Salinity'] == 'Most Salty']
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medium_salty['Input Frequency [Hz]'] = least_salty['Input Frequency [Hz]'].to_numpy()
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most_salty['Input Frequency [Hz]'] = least_salty['Input Frequency [Hz]'].to_numpy()
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fig, axis = plt.subplots()
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least_salty.plot.scatter(x = 'Input Frequency [Hz]', y = 'Output Amplitude [Vpp]', ax = axis, label = 'Least Salty', c = "red")
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medium_salty.plot.scatter(x = 'Input Frequency [Hz]', y = 'Output Amplitude [Vpp]', ax = axis, label = 'Meduim Salty', c = "blue")
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most_salty.plot.scatter(x = 'Input Frequency [Hz]', y = 'Output Amplitude [Vpp]', ax = axis, label = 'Most Salty', c = "green")
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plt.show()
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