muassif
25 lines
592 B
Python
25 lines
592 B
Python
#iris_data_analysis.py
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from pandas import read_csv
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from matplotlib import pyplot
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from pandas.plotting import scatter_matrix
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data_file = "iris/iris.data"
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iris_names = ['sepal-length', 'sepal-width', 'petal-length', 'petal-width', 'class']
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df = read_csv(data_file, names=iris_names)
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print(df.shape)
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print(df.head(20))
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print(df.describe())
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print(df.groupby('class').size())
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# box and whisker plots
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df.plot(kind='box', subplots=True, layout=(2,2), sharex=False, sharey=False)
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pyplot.show()
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# check the histograms
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df.hist()
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pyplot.show()
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# scatter plot matrix
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scatter_matrix(df)
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pyplot.show() |