update

app.py

@@ -11,7 +11,7 @@ from transformers import pipeline
 import datetime
 from huggingface_hub import hf_hub_download
 
-REPO_ID = "albiecofie/predict-customer-churn"
+REPO_ID = "AlbieCofie/predict-customer-churn"
 
 num_imputer = joblib.load(
     hf_hub_download(repo_id=REPO_ID, filename="numerical_imputer.joblib")
@@ -53,25 +53,28 @@ st.subheader("Enter the details to predict sales")
 input_data = {}
 col1,col2 = st.columns(2)
 with col1:
-    input_data['store_nbr'] = st.slider("store_nbr",0,54)
-    input_data['products'] = st.selectbox("products", ['AUTOMOTIVE', 'CLEANING', 'BEAUTY', 'FOODS', 'STATIONERY',
-       'CELEBRATION', 'GROCERY', 'HARDWARE', 'HOME', 'LADIESWEAR',
-       'LAWN AND GARDEN', 'CLOTHING', 'LIQUOR,WINE,BEER', 'PET SUPPLIES'])
-    input_data['onpromotion'] =st.number_input("onpromotion",step=1)
-    input_data['state'] = st.selectbox("state", ['Pichincha', 'Cotopaxi', 'Chimborazo', 'Imbabura',
-       'Santo Domingo de los Tsachilas', 'Bolivar', 'Pastaza',
-       'Tungurahua', 'Guayas', 'Santa Elena', 'Los Rios', 'Azuay', 'Loja',
-       'El Oro', 'Esmeraldas', 'Manabi'])
-    input_data['store_type'] = st.selectbox("store_type",['D', 'C', 'B', 'E', 'A'])
-    input_data['cluster'] = st.number_input("cluster",step=1)
+    input_data["gender"] = st.radio('Select your gender', ('male', 'female'))
+    input_data["SeniorCitizen"] = st.radio("Are you a Seniorcitizen; No=0 and Yes=1", ('0', '1'))
+    input_data["Partner"] = st.radio('Do you have Partner', ('Yes', 'No'))
+    input_data["Dependents"] = st.selectbox('Do you have any Dependents?', ('No', 'Yes'))
+    input_data["tenure"] = st.number_input('Lenght of tenure (no. of months with Telco)', min_value=0, max_value=90, value=1, step=1)
+    input_data["PhoneService"] = st.radio('Do you have PhoneService? ', ('No', 'Yes'))
+    input_data["MultipleLines"] = st.radio('Do you have MultipleLines', ('No', 'Yes'))
+    input_data["InternetService"] = st.radio('Do you have InternetService', ('DSL', 'Fiber optic', 'No'))
+    input_data["OnlineSecurity"] = st.radio('Do you have OnlineSecurity?', ('No', 'Yes'))         
 
 with col2:
-    input_data['dcoilwtico'] = st.number_input("dcoilwtico",step=1)
-    input_data['year'] = st.number_input("year",step=1)
-    input_data['month'] = st.slider("month",1,12)
-    input_data['day'] = st.slider("day",1,31)
-    input_data['dayofweek'] = st.number_input("dayofweek,0=Sun and 6=Sat",step=1)
-    input_data['end_month'] = st.selectbox("end_month",['True','False'])
+    input_data["OnlineBackup"] = st.radio('Do you have OnlineBackup?', ('No', 'Yes'))
+    input_data["DeviceProtection"] = st.radio('Do you have DeviceProtection?', ('No', 'Yes'))
+    input_data["TechSupport"] = st.radio('Do you have TechSupport?', ('No', 'Yes'))
+    input_data["StreamingTV"] = st.radio('Do you have StreamingTV?', ('No', 'Yes'))
+    input_data["StreamingMovies"] = st.radio('Do you have StreamingMovies?', ('No', 'Yes'))
+    input_data["Contract"] = st.selectbox('which Contract do you use?', ('Month-to-month', 'One year', 'Two year'))
+    input_data["PaperlessBilling"] = st.radio('Do you prefer PaperlessBilling?', ('Yes', 'No'))
+    input_data["PaymentMethod"] = st.selectbox('Which PaymentMethod do you prefer?', ('Electronic check', 'Mailed check', 'Bank transfer (automatic)',
+                                        'Credit card (automatic)'))
+    input_data["MonthlyCharges"] = st.number_input("Enter monthly charges (the range should between 0-120)")
+    input_data["TotalCharges"] = st.number_input("Enter total charges (the range should between 0-10.000)")  
 
 
 # Define CSS style for the download button