Upload eda.py

eda.py

@@ -58,18 +58,28 @@ def run():
     fig = plt.figure(figsize=[15,5])
     sns.scatterplot(x = 'limit_balance', y = 'age', hue= 'default', data = data)
     st.pyplot(fig)
+    st.write('Keterangan default customer:')
+    st.write('0 = no (customer tidak melakukan default)')
+    st.write('1 = yes (customer melakukan default)')
 
     # Membuat barplot (EDA 3)
     st.write('### barchart of marital status and limit balance')
     fig = plt.figure(figsize=[15,5])
     sns.barplot(data=data, x='marital_status', y='limit_balance',)
     st.pyplot(fig)
+    st.write('Keterangan marital status:')
+    st.write('1 = married')
+    st.write('2 = single ')
+    st.write('3 = others')
 
     # Membuat pie chart (EDA 4)
     st.write('### pie chart of if a customer has defaulted')
     fig = plt.figure(figsize=(15,5))
     data['default'].value_counts().plot(kind='pie', autopct='%.2f%%')
     st.pyplot(fig)
+    st.write('Keterangan default customer:')
+    st.write('0 = no (customer tidak melakukan default)')
+    st.write('1 = yes (customer melakukan default)')
 
     # Membuat line chart (EDA 5)
     st.write('### age of defaulting customer')
@@ -77,12 +87,20 @@ def run():
     fig, ax = plt.subplots(figsize=[15, 5])
     Def_Age.plot(kind='line', ax=ax)
     st.pyplot(fig)
+    st.write('Keterangan default customer:')
+    st.write('0 = no (customer tidak melakukan default)')
+    st.write('1 = yes (customer melakukan default)')
 
     # Membuat bar chart (EDA 6)
     st.write('### The amount of education level')
     fig = plt.figure(figsize=[15,5])
     data['education_level'].value_counts().plot(kind='bar')
     st.pyplot(fig)
+    st.write('Keterangan education level:')
+    st.write('1 = graduate school')
+    st.write('2 = university')
+    st.write('3 = high school')
+    st.write('4 = others')
 
     # Membuat line chart (EDA7)
     st.write('### limit balance of gender')
@@ -90,6 +108,9 @@ def run():
     fig, ax = plt.subplots(figsize=[15, 5])
     Sex_Bal.plot(kind='line', ax=ax)
     st.pyplot(fig)
+    st.write('Keterangan gender/sex:')
+    st.write('1 = male ')
+    st.write('2 = female')
 
 if __name__ == '__main__':
     run()