Update app.py

app.py

@@ -3,14 +3,62 @@ import pandas as pd
 from joblib import load
 
 
-def student(conocer,explicar,metodologia,feedback):
+def humands(Monthlyincome,Age,TotalWorkingYears,DailyRate,HourlyRare,DistanceFromHome,Overtime,YearsAtCompany,MonthlyRate,NumCompaniesWorked):
     model = load('modelo_entrenado.pkl')
     df = pd.DataFrame.from_dict(
         {
-            "Conocer" : [conocer],
-            "Explicar" : [explicar],
-            "Metodologia" : [metodologia],
-            "Feed_back" : [feedback],
+            "Monthlyincome" : [Monthlyincome],
+            "Age" : [Age],
+            "TotalWorkingYears" : [TotalWorkingYears],
+            "HourlyRare" : [HourlyRare],
+            "DistanceFromHome" : [DistanceFromHome],
+            "OverTime_Yes" : [Overtime],
+            "OverTime_No" : [!Overtime],
+            "YearsAtCompany" : [YearsAtCompany],
+            "MonthlyRate" : [MonthlyRate],
+            "NumCompaniesWorked" : [NumCompaniesWorked],
+            "PercentSalaryHike" : [0],
+            "YearsInCurrentRole" : [0],
+            "YearsWithCurrManager" : [0],
+            "StockOptionLevel" : [0],
+            "YearsSinceLastPromotion" : [0],
+            "JobSatisfaction" : [0],
+            "JobLevel" : [0],
+            "TrainingTimesLastYear" : [0],
+            "EnvironmentSatisfaction" : [0],
+            "WorkLifeBalance" : [0],
+            "MaritalStatus_Single" : [0],
+            "JobInvolvement" : [0],
+            "RelationshipSatisfaction" : [0],
+            "Education" : [0],
+            "BusinessTravel_Travel_Frequently" : [0],
+            "JobRole_Sales Representative" : [0],
+            "EducationField_Medical" : [0],
+            "Department_Sales" : [0],
+            "JobRole_Laboratory Technician" : [0],
+            "Department_Research & Development" : [0],
+            "Gender_Female" : [0],
+            "MaritalStatus_Married" : [0],
+            "JobRole_Sales Executive" : [0],
+            "EducationField_Technical Degree" : [0],
+            "Gender_Male" : [0],
+            "EducationField_Life Sciences" : [0],
+            "BusinessTravel_Travel_Rarely" : [0],
+            "MaritalStatus_Divorced" : [0],
+            "JobRole_Research Scientist" : [0],
+            "EducationField_Marketing" : [0],
+            "PerformanceRating" : [0],
+            "EducationField_Other" : [0],
+            "JobRole_Human Resources" : [0],
+            "BusinessTravel_Non-Travel" : [0],
+            "Department_Human Resources" : [0],
+            "JobRole_Manufacturing Director" : [0],
+            "JobRole_Healthcare Representative" : [0],
+            "EducationField_Human Resources" : [0],
+            "JobRole_Manager" : [0],
+            "JobRole_Research Director" : [0],
+            
+            
                                  
         }
     )