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Update pages/EDA.py
Browse files- pages/EDA.py +2 -2
pages/EDA.py
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@@ -151,7 +151,7 @@ ax.set_title("Proportion of Crops", fontsize=3)
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st.pyplot(fig)
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# Above-Average Nutrient Requirement Crops
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st.markdown("<h2 style='text-align: left; color: #
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# Calculate average nutrient levels
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avg_nitrogen = df['Nitrogen'].mean()
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@@ -161,7 +161,7 @@ avg_potassium = df['Potassium'].mean()
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# Function to plot bar charts
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def plot_nutrient_crops(data, title):
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crop_counts = data.value_counts()
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fig, ax = plt.subplots(figsize=(
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crop_counts.plot(kind='bar', color='skyblue', ax=ax)
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ax.set_xlabel('Crops', fontsize=5)
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ax.set_ylabel('Count', fontsize=5)
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st.pyplot(fig)
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# Above-Average Nutrient Requirement Crops
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st.markdown("<h2 style='text-align: left; color: #D35400;font-size: 24px;'>Crops that require above-average soil nutrients</h2>", unsafe_allow_html=True)
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# Calculate average nutrient levels
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avg_nitrogen = df['Nitrogen'].mean()
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# Function to plot bar charts
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def plot_nutrient_crops(data, title):
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crop_counts = data.value_counts()
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fig, ax = plt.subplots(figsize=(10, 4)) # Adjusted plot size for better display
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crop_counts.plot(kind='bar', color='skyblue', ax=ax)
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ax.set_xlabel('Crops', fontsize=5)
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ax.set_ylabel('Count', fontsize=5)
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