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Runtime error
Update app.py
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app.py
CHANGED
@@ -19,28 +19,30 @@ def findCorrelation(dataset, target):
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print("\n")
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d = df.corr()[target].to_dict()
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print(d)
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labels = sorted(d.items(), key=lambda x: x[1], reverse=True)
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d = d.pop(target)
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fig1 = plt.figure()
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hm = sns.heatmap(df.corr(), annot = True)
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hm.set(title = "Correlation matrix of dataset\n")
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fig2 = plt.figure()
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# use the function regplot to make a scatterplot
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sns.regplot(x=
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fig3 = plt.figure()
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# use the function regplot to make a scatterplot
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sns.regplot(x=
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fig4 = plt.figure()
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# use the function regplot to make a scatterplot
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sns.regplot(x=
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return
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demo = gr.Interface(fn=findCorrelation, inputs=[gr.File(), 'text'], outputs=[gr.Label(), gr.Plot(), gr.Plot(), gr.Plot(), gr.Plot()], title="Find correlation")
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demo.launch(debug=True)
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print("\n")
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d = df.corr()[target].to_dict()
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d = d.pop(target)
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print(d)
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keys = sorted(d.items(), key=lambda x: x[0], reverse=True)
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fig1 = plt.figure()
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hm = sns.heatmap(df.corr(), annot = True)
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hm.set(title = "Correlation matrix of dataset\n")
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fig2 = plt.figure()
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# use the function regplot to make a scatterplot
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sns.regplot(x=keys[0], y=df[target])
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fig3 = plt.figure()
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# use the function regplot to make a scatterplot
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sns.regplot(x=keys[1], y=df[target])
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fig4 = plt.figure()
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# use the function regplot to make a scatterplot
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sns.regplot(x=keys[2], y=df[target])
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labels = {key: d[key] for key in keys[10]}
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return labels, fig1, fig2, fig3, fig4
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demo = gr.Interface(fn=findCorrelation, inputs=[gr.File(), 'text'], outputs=[gr.Label(), gr.Plot(), gr.Plot(), gr.Plot(), gr.Plot()], title="Find correlation")
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demo.launch(debug=True)
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