Upload Xtest.csv with huggingface_hub

Xtest.csv

@@ -69,7 +69,7 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 41.0,Self Enquiry,3,7.0,Small Business,Male,3,6.0,Deluxe,3.0,Divorced,4.0,1,3,1,1.0,Manager,26135.0
 32.0,Self Enquiry,1,18.0,Small Business,Male,4,4.0,Deluxe,5.0,Married,3.0,1,1,1,2.0,Manager,25511.0
 43.0,Self Enquiry,1,13.0,Salaried,Female,2,3.0,Standard,5.0,Divorced,1.0,0,5,1,0.0,Senior Manager,24985.0
-54.0,Self Enquiry,3,7.0,Small Business,Fe Male,3,4.0,Deluxe,5.0,Unmarried,2.0,0,1,1,2.0,Manager,27059.0
+54.0,Self Enquiry,3,7.0,Small Business,Female,3,4.0,Deluxe,5.0,Unmarried,2.0,0,1,1,2.0,Manager,27059.0
 32.0,Self Enquiry,1,11.0,Salaried,Male,3,2.0,Basic,4.0,Married,1.0,1,2,1,0.0,Executive,18298.0
 25.0,Self Enquiry,3,7.0,Large Business,Female,4,4.0,Basic,4.0,Unmarried,3.0,1,4,0,1.0,Executive,21880.0
 37.0,Self Enquiry,1,13.0,Salaried,Male,3,4.0,Basic,3.0,Divorced,2.0,0,5,1,2.0,Executive,21888.0
@@ -84,9 +84,9 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 39.0,Self Enquiry,1,17.0,Small Business,Female,3,6.0,Standard,3.0,Married,5.0,0,1,1,2.0,Senior Manager,31884.0
 38.0,Self Enquiry,2,13.0,Salaried,Male,4,4.0,Basic,5.0,Married,6.0,1,2,1,1.0,Executive,20751.0
 35.0,Self Enquiry,1,7.0,Salaried,Male,3,4.0,Deluxe,3.0,Married,2.0,0,4,1,1.0,Manager,24162.0
-39.0,Self Enquiry,1,7.0,Salaried,Fe Male,3,2.0,Deluxe,3.0,Unmarried,2.0,0,1,0,1.0,Manager,26303.0
+39.0,Self Enquiry,1,7.0,Salaried,Female,3,2.0,Deluxe,3.0,Unmarried,2.0,0,1,0,1.0,Manager,26303.0
 27.0,Self Enquiry,3,30.0,Small Business,Female,3,5.0,Deluxe,3.0,Divorced,2.0,1,2,1,1.0,Manager,22835.0
-39.0,Company Invited,1,28.0,Small Business,Fe Male,2,3.0,Standard,5.0,Unmarried,2.0,1,5,1,0.0,Senior Manager,25880.0
+39.0,Company Invited,1,28.0,Small Business,Female,2,3.0,Standard,5.0,Unmarried,2.0,1,5,1,0.0,Senior Manager,25880.0
 23.0,Self Enquiry,1,12.0,Salaried,Male,3,1.0,Basic,5.0,Married,2.0,1,3,0,0.0,Executive,16601.0
 31.0,Company Invited,3,29.0,Salaried,Female,4,4.0,Standard,5.0,Married,2.0,0,1,1,2.0,Senior Manager,27090.0
 31.0,Self Enquiry,1,29.0,Salaried,Female,3,4.0,Basic,3.0,Divorced,6.0,1,2,0,2.0,Executive,20810.0
@@ -170,11 +170,11 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 48.0,Company Invited,3,10.0,Small Business,Female,3,4.0,Super Deluxe,3.0,Married,2.0,1,5,1,2.0,AVP,32448.0
 41.0,Company Invited,3,9.0,Small Business,Male,4,4.0,Deluxe,4.0,Divorced,7.0,0,4,1,3.0,Manager,23005.0
 28.0,Self Enquiry,1,7.0,Salaried,Female,4,4.0,Standard,5.0,Divorced,3.0,0,4,1,3.0,Senior Manager,26090.0
-34.0,Self Enquiry,1,13.0,Salaried,Fe Male,2,3.0,Standard,4.0,Unmarried,1.0,0,3,1,0.0,Senior Manager,26994.0
+34.0,Self Enquiry,1,13.0,Salaried,Female,2,3.0,Standard,4.0,Unmarried,1.0,0,3,1,0.0,Senior Manager,26994.0
 28.0,Self Enquiry,1,15.0,Small Business,Female,3,3.0,Basic,3.0,Married,6.0,0,3,0,0.0,Executive,17377.0
 49.0,Self Enquiry,3,14.0,Large Business,Male,2,4.0,Super Deluxe,4.0,Married,7.0,0,4,1,1.0,AVP,28120.0
 48.0,Self Enquiry,1,10.0,Salaried,Male,2,3.0,Standard,3.0,Unmarried,2.0,0,5,1,1.0,Senior Manager,22898.0
-35.0,Company Invited,3,6.0,Small Business,Fe Male,3,3.0,Standard,3.0,Unmarried,2.0,0,5,1,0.0,Senior Manager,23789.0
+35.0,Company Invited,3,6.0,Small Business,Female,3,3.0,Standard,3.0,Unmarried,2.0,0,5,1,0.0,Senior Manager,23789.0
 39.0,Company Invited,1,30.0,Salaried,Male,3,5.0,Standard,3.0,Unmarried,2.0,0,3,1,1.0,Senior Manager,28204.0
 35.0,Company Invited,1,9.0,Salaried,Male,2,4.0,Basic,3.0,Married,2.0,0,1,1,1.0,Executive,16281.0
 36.0,Self Enquiry,3,35.0,Salaried,Female,4,5.0,Basic,3.0,Married,2.0,0,4,1,3.0,Executive,21108.0
@@ -200,17 +200,17 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 19.0,Self Enquiry,2,8.0,Large Business,Male,2,4.0,Basic,3.0,Single,2.0,0,3,0,0.0,Executive,17564.0
 43.0,Company Invited,1,33.0,Small Business,Female,3,4.0,Standard,5.0,Divorced,5.0,1,3,0,2.0,Senior Manager,31869.0
 36.0,Self Enquiry,1,7.0,Small Business,Male,4,5.0,Basic,5.0,Single,3.0,0,1,0,3.0,Executive,21128.0
-35.0,Self Enquiry,1,15.0,Small Business,Fe Male,4,4.0,Deluxe,3.0,Unmarried,5.0,0,4,1,2.0,Manager,24820.0
+35.0,Self Enquiry,1,15.0,Small Business,Female,4,4.0,Deluxe,3.0,Unmarried,5.0,0,4,1,2.0,Manager,24820.0
 47.0,Self Enquiry,3,8.0,Salaried,Female,2,1.0,Super Deluxe,4.0,Married,7.0,0,1,0,0.0,AVP,30972.0
 37.0,Self Enquiry,1,14.0,Salaried,Male,4,4.0,Basic,3.0,Unmarried,4.0,0,3,1,3.0,Executive,23356.0
 35.0,Self Enquiry,1,31.0,Small Business,Female,2,3.0,Standard,3.0,Married,2.0,1,3,0,1.0,Senior Manager,25388.0
 31.0,Self Enquiry,3,14.0,Salaried,Male,2,3.0,Standard,3.0,Married,2.0,0,3,1,0.0,Senior Manager,25793.0
 41.0,Company Invited,3,10.0,Small Business,Male,2,3.0,Deluxe,4.0,Unmarried,2.0,0,3,1,0.0,Manager,24355.0
 30.0,Self Enquiry,1,14.0,Salaried,Male,3,4.0,Basic,5.0,Single,5.0,0,4,0,1.0,Executive,20740.0
-34.0,Self Enquiry,1,11.0,Small Business,Fe Male,2,4.0,Standard,5.0,Unmarried,3.0,0,2,0,0.0,Senior Manager,26631.0
+34.0,Self Enquiry,1,11.0,Small Business,Female,2,4.0,Standard,5.0,Unmarried,3.0,0,2,0,0.0,Senior Manager,26631.0
 44.0,Self Enquiry,1,8.0,Salaried,Female,3,1.0,Standard,3.0,Married,2.0,1,4,1,0.0,Senior Manager,22879.0
 45.0,Self Enquiry,1,35.0,Large Business,Male,2,3.0,Standard,3.0,Divorced,5.0,1,5,1,0.0,Senior Manager,24380.0
-31.0,Self Enquiry,1,9.0,Small Business,Fe Male,3,5.0,Deluxe,3.0,Unmarried,7.0,1,2,1,2.0,Manager,25555.0
+31.0,Self Enquiry,1,9.0,Small Business,Female,3,5.0,Deluxe,3.0,Unmarried,7.0,1,2,1,2.0,Manager,25555.0
 42.0,Company Invited,1,25.0,Small Business,Male,2,2.0,Basic,3.0,Married,7.0,1,3,1,1.0,Executive,17759.0
 35.0,Self Enquiry,1,15.0,Salaried,Female,3,4.0,Deluxe,5.0,Married,5.0,0,5,1,1.0,Manager,23799.0
 44.0,Self Enquiry,2,9.0,Salaried,Male,4,4.0,Basic,3.0,Unmarried,2.0,0,1,0,1.0,Executive,22217.0
@@ -222,7 +222,7 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 33.0,Company Invited,3,14.0,Salaried,Female,2,4.0,Basic,3.0,Single,1.0,0,2,1,1.0,Executive,17342.0
 31.0,Company Invited,1,26.0,Salaried,Male,3,3.0,Standard,3.0,Divorced,4.0,0,3,1,0.0,Senior Manager,24824.0
 28.0,Company Invited,1,6.0,Small Business,Male,2,3.0,Basic,3.0,Single,1.0,1,4,0,0.0,Executive,17154.0
-37.0,Company Invited,3,7.0,Small Business,Fe Male,3,4.0,Deluxe,3.0,Unmarried,6.0,0,1,1,2.0,Manager,25331.0
+37.0,Company Invited,3,7.0,Small Business,Female,3,4.0,Deluxe,3.0,Unmarried,6.0,0,1,1,2.0,Manager,25331.0
 24.0,Self Enquiry,1,17.0,Small Business,Male,4,2.0,Basic,3.0,Unmarried,3.0,0,1,0,2.0,Executive,22183.0
 37.0,Self Enquiry,1,12.0,Salaried,Female,3,5.0,Basic,5.0,Married,2.0,1,1,1,2.0,Executive,22097.0
 38.0,Company Invited,1,12.0,Large Business,Male,3,2.0,Basic,3.0,Unmarried,2.0,0,5,1,1.0,Executive,22178.0
@@ -253,7 +253,7 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 52.0,Self Enquiry,1,5.0,Salaried,Male,2,3.0,Standard,4.0,Unmarried,1.0,0,3,1,1.0,Senior Manager,25445.0
 47.0,Self Enquiry,1,14.0,Small Business,Male,4,4.0,Standard,3.0,Married,8.0,0,1,1,2.0,Senior Manager,29523.0
 50.0,Self Enquiry,3,18.0,Small Business,Female,3,4.0,Standard,3.0,Divorced,3.0,0,4,0,2.0,Senior Manager,26332.0
-37.0,Self Enquiry,1,19.0,Small Business,Fe Male,3,5.0,Standard,3.0,Unmarried,2.0,0,2,1,1.0,Senior Manager,27536.0
+37.0,Self Enquiry,1,19.0,Small Business,Female,3,5.0,Standard,3.0,Unmarried,2.0,0,2,1,1.0,Senior Manager,27536.0
 31.0,Self Enquiry,3,13.0,Salaried,Male,2,4.0,Basic,3.0,Married,4.0,0,4,1,1.0,Executive,17329.0
 40.0,Company Invited,1,32.0,Small Business,Female,2,3.0,Deluxe,4.0,Married,2.0,0,2,1,0.0,Manager,20605.0
 51.0,Company Invited,3,7.0,Salaried,Male,3,4.0,Deluxe,3.0,Unmarried,5.0,1,1,1,2.0,Manager,23406.0
@@ -269,7 +269,7 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 35.0,Company Invited,3,11.0,Small Business,Female,4,4.0,Deluxe,3.0,Married,2.0,0,1,0,1.0,Manager,25216.0
 28.0,Self Enquiry,1,11.0,Salaried,Female,4,4.0,Basic,3.0,Single,3.0,0,2,1,2.0,Executive,20996.0
 35.0,Self Enquiry,1,8.0,Salaried,Female,3,3.0,Basic,5.0,Married,2.0,1,1,1,1.0,Executive,17074.0
-39.0,Self Enquiry,1,7.0,Salaried,Fe Male,3,4.0,Standard,3.0,Unmarried,6.0,1,1,0,2.0,Senior Manager,26539.0
+39.0,Self Enquiry,1,7.0,Salaried,Female,3,4.0,Standard,3.0,Unmarried,6.0,1,1,0,2.0,Senior Manager,26539.0
 49.0,Self Enquiry,1,11.0,Salaried,Male,4,5.0,Standard,3.0,Single,2.0,0,5,1,1.0,Senior Manager,29677.0
 33.0,Self Enquiry,3,20.0,Salaried,Male,4,4.0,Deluxe,3.0,Married,4.0,0,1,0,3.0,Manager,23081.0
 33.0,Self Enquiry,1,16.0,Small Business,Female,3,4.0,Basic,5.0,Unmarried,2.0,0,4,1,2.0,Executive,22878.0
@@ -293,7 +293,7 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 32.0,Self Enquiry,3,12.0,Salaried,Female,4,4.0,Deluxe,3.0,Married,3.0,0,1,0,3.0,Manager,24154.0
 29.0,Self Enquiry,1,12.0,Large Business,Male,3,4.0,Basic,3.0,Unmarried,3.0,1,2,1,1.0,Executive,22119.0
 32.0,Self Enquiry,1,35.0,Salaried,Female,2,4.0,Basic,4.0,Single,2.0,0,3,1,0.0,Executive,17837.0
-36.0,Self Enquiry,1,18.0,Small Business,Fe Male,2,4.0,Standard,3.0,Unmarried,1.0,0,1,1,0.0,Senior Manager,23858.0
+36.0,Self Enquiry,1,18.0,Small Business,Female,2,4.0,Standard,3.0,Unmarried,1.0,0,1,1,0.0,Senior Manager,23858.0
 31.0,Self Enquiry,2,14.0,Small Business,Female,3,1.0,Basic,4.0,Single,1.0,0,1,0,2.0,Executive,17109.0
 44.0,Self Enquiry,1,16.0,Salaried,Male,3,3.0,Basic,3.0,Single,2.0,1,3,1,0.0,Executive,17936.0
 56.0,Self Enquiry,3,9.0,Small Business,Male,3,4.0,Deluxe,3.0,Unmarried,6.0,0,2,0,2.0,Manager,23838.0
@@ -310,14 +310,14 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 42.0,Self Enquiry,1,6.0,Salaried,Female,2,4.0,Deluxe,3.0,Married,1.0,1,3,0,0.0,Manager,21062.0
 32.0,Self Enquiry,1,14.0,Salaried,Male,3,4.0,Deluxe,3.0,Married,5.0,0,3,1,1.0,Manager,24593.0
 29.0,Self Enquiry,3,8.0,Small Business,Male,3,4.0,Deluxe,4.0,Divorced,3.0,0,4,0,1.0,Manager,21644.0
-46.0,Company Invited,3,13.0,Small Business,Fe Male,3,5.0,Standard,3.0,Unmarried,8.0,0,4,1,1.0,Senior Manager,27543.0
+46.0,Company Invited,3,13.0,Small Business,Female,3,5.0,Standard,3.0,Unmarried,8.0,0,4,1,1.0,Senior Manager,27543.0
 39.0,Self Enquiry,3,9.0,Small Business,Male,3,4.0,Standard,4.0,Unmarried,2.0,0,4,1,2.0,Senior Manager,26029.0
 19.0,Self Enquiry,1,31.0,Salaried,Female,2,1.0,Basic,3.0,Single,2.0,1,5,1,0.0,Executive,17994.0
 54.0,Self Enquiry,3,9.0,Small Business,Female,2,3.0,Deluxe,5.0,Married,3.0,0,4,1,0.0,Manager,20940.0
 35.0,Self Enquiry,1,22.0,Salaried,Male,3,3.0,Standard,3.0,Married,5.0,1,1,0,0.0,Senior Manager,22632.0
 48.0,Self Enquiry,1,7.0,Large Business,Male,4,4.0,Basic,3.0,Divorced,2.0,0,3,1,1.0,Executive,22098.0
 33.0,Self Enquiry,3,13.0,Small Business,Male,3,4.0,Deluxe,3.0,Unmarried,3.0,0,5,1,2.0,Manager,23688.0
-33.0,Self Enquiry,1,9.0,Small Business,Fe Male,4,3.0,Deluxe,3.0,Unmarried,2.0,0,3,1,3.0,Manager,23733.0
+33.0,Self Enquiry,1,9.0,Small Business,Female,4,3.0,Deluxe,3.0,Unmarried,2.0,0,3,1,3.0,Manager,23733.0
 31.0,Self Enquiry,1,27.0,Salaried,Male,3,4.0,Deluxe,5.0,Divorced,2.0,0,4,1,1.0,Manager,28635.0
 38.0,Company Invited,1,8.0,Salaried,Female,3,1.0,Deluxe,5.0,Single,7.0,1,2,1,2.0,Manager,20980.0
 30.0,Self Enquiry,3,6.0,Salaried,Male,3,4.0,Deluxe,5.0,Married,2.0,0,4,1,1.0,Manager,24714.0
@@ -325,7 +325,7 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 36.0,Self Enquiry,1,14.0,Salaried,Male,3,4.0,Standard,3.0,Single,5.0,0,3,0,2.0,Senior Manager,28899.0
 46.0,Self Enquiry,1,14.0,Small Business,Female,3,4.0,Basic,3.0,Divorced,6.0,1,3,1,1.0,Executive,23155.0
 26.0,Self Enquiry,3,26.0,Small Business,Male,3,5.0,Basic,4.0,Divorced,3.0,1,2,0,1.0,Executive,21091.0
-33.0,Company Invited,1,6.0,Salaried,Fe Male,3,3.0,Standard,3.0,Unmarried,2.0,1,2,1,0.0,Senior Manager,28458.0
+33.0,Company Invited,1,6.0,Salaried,Female,3,3.0,Standard,3.0,Unmarried,2.0,1,2,1,0.0,Senior Manager,28458.0
 36.0,Self Enquiry,3,7.0,Small Business,Male,3,5.0,Deluxe,5.0,Unmarried,2.0,0,1,1,2.0,Manager,22990.0
 36.0,Self Enquiry,1,12.0,Large Business,Male,4,4.0,Standard,4.0,Unmarried,2.0,0,3,1,2.0,Senior Manager,26773.0
 44.0,Self Enquiry,1,8.0,Salaried,Female,3,1.0,Basic,3.0,Divorced,2.0,0,4,1,0.0,Executive,17011.0
@@ -339,7 +339,7 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 33.0,Self Enquiry,1,6.0,Salaried,Female,2,4.0,Deluxe,3.0,Unmarried,1.0,0,4,0,0.0,Manager,21949.0
 38.0,Self Enquiry,3,23.0,Small Business,Male,4,5.0,Deluxe,3.0,Married,6.0,0,5,1,1.0,Manager,25012.0
 48.0,Self Enquiry,3,9.0,Salaried,Female,4,5.0,Basic,3.0,Unmarried,3.0,1,1,0,1.0,Executive,21972.0
-40.0,Company Invited,3,30.0,Salaried,Fe Male,3,1.0,Super Deluxe,4.0,Unmarried,5.0,1,3,1,0.0,AVP,28194.0
+40.0,Company Invited,3,30.0,Salaried,Female,3,1.0,Super Deluxe,4.0,Unmarried,5.0,1,3,1,0.0,AVP,28194.0
 54.0,Self Enquiry,1,25.0,Small Business,Female,3,3.0,Deluxe,5.0,Married,1.0,1,3,0,0.0,Manager,20485.0
 33.0,Company Invited,1,11.0,Salaried,Female,3,3.0,Standard,4.0,Divorced,7.0,0,3,1,2.0,Senior Manager,26878.0
 41.0,Self Enquiry,1,15.0,Salaried,Male,3,3.0,Basic,5.0,Married,2.0,0,5,1,1.0,Executive,17289.0
@@ -360,7 +360,7 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 36.0,Company Invited,3,6.0,Small Business,Female,2,3.0,Deluxe,3.0,Unmarried,5.0,0,1,1,1.0,Manager,21653.0
 30.0,Self Enquiry,1,13.0,Small Business,Male,2,4.0,Basic,4.0,Married,2.0,0,5,0,0.0,Executive,17141.0
 21.0,Self Enquiry,1,9.0,Small Business,Male,3,4.0,Basic,3.0,Single,2.0,0,5,1,2.0,Executive,18230.0
-32.0,Company Invited,1,31.0,Large Business,Fe Male,2,4.0,Deluxe,3.0,Unmarried,4.0,0,1,1,1.0,Manager,23916.0
+32.0,Company Invited,1,31.0,Large Business,Female,2,4.0,Deluxe,3.0,Unmarried,4.0,0,1,1,1.0,Manager,23916.0
 30.0,Self Enquiry,1,34.0,Small Business,Female,3,3.0,Deluxe,3.0,Divorced,2.0,0,3,0,2.0,Manager,20775.0
 39.0,Self Enquiry,1,16.0,Salaried,Male,4,4.0,Basic,3.0,Married,4.0,0,1,1,2.0,Executive,23449.0
 32.0,Company Invited,3,9.0,Salaried,Female,3,4.0,Standard,3.0,Married,3.0,1,1,1,1.0,Senior Manager,28530.0
@@ -401,7 +401,7 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 30.0,Self Enquiry,3,9.0,Small Business,Male,4,5.0,Deluxe,4.0,Married,4.0,0,4,1,1.0,Manager,25322.0
 48.0,Company Invited,3,16.0,Salaried,Male,3,6.0,Super Deluxe,3.0,Married,2.0,0,5,1,2.0,AVP,31614.0
 34.0,Self Enquiry,1,9.0,Salaried,Female,3,4.0,Basic,5.0,Divorced,2.0,0,3,1,1.0,Executive,21385.0
-31.0,Self Enquiry,3,19.0,Large Business,Fe Male,3,4.0,Deluxe,3.0,Unmarried,2.0,0,1,1,2.0,Manager,25255.0
+31.0,Self Enquiry,3,19.0,Large Business,Female,3,4.0,Deluxe,3.0,Unmarried,2.0,0,1,1,2.0,Manager,25255.0
 26.0,Self Enquiry,1,10.0,Small Business,Male,4,4.0,Basic,5.0,Married,7.0,0,5,1,2.0,Executive,22709.0
 37.0,Self Enquiry,1,9.0,Salaried,Female,4,4.0,Deluxe,4.0,Married,6.0,1,4,0,1.0,Manager,25640.0
 31.0,Self Enquiry,3,8.0,Salaried,Male,2,3.0,Basic,3.0,Married,1.0,0,4,1,0.0,Executive,18067.0
@@ -426,7 +426,7 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 36.0,Self Enquiry,3,24.0,Salaried,Male,4,4.0,Deluxe,5.0,Divorced,5.0,1,3,1,2.0,Manager,27644.0
 34.0,Self Enquiry,1,22.0,Small Business,Male,3,4.0,Standard,3.0,Married,2.0,1,5,1,1.0,Senior Manager,32288.0
 50.0,Self Enquiry,1,10.0,Salaried,Male,3,3.0,King,4.0,Married,4.0,0,5,1,0.0,VP,34144.0
-33.0,Company Invited,1,10.0,Salaried,Fe Male,3,4.0,Basic,3.0,Unmarried,3.0,0,4,1,1.0,Executive,24887.0
+33.0,Company Invited,1,10.0,Salaried,Female,3,4.0,Basic,3.0,Unmarried,3.0,0,4,1,1.0,Executive,24887.0
 27.0,Self Enquiry,3,14.0,Small Business,Female,2,3.0,Deluxe,4.0,Married,2.0,0,1,0,1.0,Manager,21214.0
 24.0,Self Enquiry,1,19.0,Salaried,Male,4,4.0,Basic,3.0,Unmarried,3.0,0,5,1,1.0,Executive,21325.0
 33.0,Self Enquiry,1,21.0,Small Business,Male,2,3.0,Standard,3.0,Divorced,1.0,1,5,0,0.0,Senior Manager,28610.0
@@ -447,7 +447,7 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 32.0,Company Invited,1,30.0,Salaried,Male,3,3.0,Deluxe,3.0,Married,2.0,0,4,1,2.0,Manager,20309.0
 36.0,Company Invited,1,9.0,Salaried,Female,3,5.0,Basic,5.0,Unmarried,4.0,1,3,0,1.0,Executive,22184.0
 32.0,Company Invited,1,9.0,Salaried,Male,4,4.0,Basic,3.0,Divorced,8.0,1,3,1,2.0,Executive,22400.0
-33.0,Company Invited,3,15.0,Small Business,Fe Male,3,4.0,Standard,3.0,Unmarried,3.0,0,4,1,2.0,Senior Manager,27676.0
+33.0,Company Invited,3,15.0,Small Business,Female,3,4.0,Standard,3.0,Unmarried,3.0,0,4,1,2.0,Senior Manager,27676.0
 40.0,Self Enquiry,1,16.0,Salaried,Female,2,1.0,Basic,3.0,Married,4.0,1,3,0,1.0,Executive,17213.0
 19.0,Company Invited,3,6.0,Large Business,Female,3,5.0,Basic,5.0,Single,1.0,0,3,1,1.0,Executive,17325.0
 48.0,Self Enquiry,1,21.0,Salaried,Female,3,3.0,Basic,5.0,Married,1.0,0,1,1,0.0,Executive,17367.0
@@ -471,7 +471,7 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 26.0,Self Enquiry,3,11.0,Small Business,Male,3,5.0,Deluxe,5.0,Married,3.0,0,3,1,2.0,Manager,22934.0
 53.0,Self Enquiry,1,8.0,Small Business,Male,2,1.0,Super Deluxe,4.0,Single,5.0,0,1,1,0.0,AVP,31598.0
 32.0,Company Invited,1,7.0,Small Business,Male,3,6.0,Deluxe,3.0,Divorced,2.0,0,3,1,1.0,Manager,23023.0
-31.0,Self Enquiry,1,17.0,Small Business,Fe Male,4,4.0,Standard,3.0,Unmarried,2.0,0,4,0,1.0,Senior Manager,28345.0
+31.0,Self Enquiry,1,17.0,Small Business,Female,4,4.0,Standard,3.0,Unmarried,2.0,0,4,0,1.0,Senior Manager,28345.0
 38.0,Self Enquiry,3,8.0,Small Business,Female,3,5.0,Deluxe,3.0,Married,3.0,1,3,0,0.0,Manager,20405.0
 39.0,Self Enquiry,1,6.0,Salaried,Female,3,4.0,Super Deluxe,3.0,Married,2.0,0,3,1,0.0,AVP,27742.0
 50.0,Self Enquiry,3,5.0,Small Business,Male,2,3.0,King,3.0,Married,5.0,1,5,0,1.0,VP,34331.0
@@ -484,7 +484,7 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 27.0,Company Invited,1,7.0,Salaried,Female,3,4.0,Deluxe,4.0,Married,3.0,0,5,0,2.0,Manager,25075.0
 30.0,Self Enquiry,1,7.0,Salaried,Male,3,4.0,Deluxe,5.0,Married,2.0,0,3,1,1.0,Manager,24051.0
 33.0,Self Enquiry,3,14.0,Salaried,Male,2,3.0,Deluxe,5.0,Married,3.0,0,5,1,0.0,Manager,21392.0
-39.0,Company Invited,1,28.0,Small Business,Fe Male,2,3.0,Standard,5.0,Unmarried,2.0,1,5,1,1.0,Senior Manager,25880.0
+39.0,Company Invited,1,28.0,Small Business,Female,2,3.0,Standard,5.0,Unmarried,2.0,1,5,1,1.0,Senior Manager,25880.0
 35.0,Self Enquiry,1,11.0,Large Business,Male,3,3.0,Standard,4.0,Unmarried,1.0,0,3,0,0.0,Senior Manager,23095.0
 40.0,Self Enquiry,3,12.0,Large Business,Male,3,4.0,Deluxe,3.0,Divorced,5.0,0,2,0,2.0,Manager,20764.0
 35.0,Self Enquiry,1,15.0,Salaried,Male,3,4.0,Deluxe,4.0,Unmarried,1.0,0,1,0,1.0,Manager,21540.0
@@ -511,7 +511,7 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 33.0,Company Invited,3,33.0,Small Business,Male,4,4.0,Deluxe,3.0,Married,2.0,0,4,1,2.0,Manager,23143.0
 34.0,Company Invited,3,25.0,Small Business,Male,3,2.0,Deluxe,3.0,Single,1.0,1,2,1,2.0,Manager,20304.0
 32.0,Self Enquiry,1,14.0,Salaried,Male,3,4.0,Deluxe,3.0,Married,5.0,0,3,0,2.0,Manager,24593.0
-34.0,Self Enquiry,1,7.0,Salaried,Fe Male,3,5.0,Deluxe,3.0,Unmarried,2.0,0,4,0,1.0,Manager,25627.0
+34.0,Self Enquiry,1,7.0,Salaried,Female,3,5.0,Deluxe,3.0,Unmarried,2.0,0,4,0,1.0,Manager,25627.0
 35.0,Self Enquiry,1,13.0,Salaried,Female,3,4.0,Deluxe,3.0,Unmarried,3.0,0,3,1,1.0,Manager,23487.0
 37.0,Company Invited,3,10.0,Small Business,Male,3,5.0,Standard,3.0,Married,6.0,0,1,0,1.0,Senior Manager,28377.0
 35.0,Company Invited,3,30.0,Small Business,Male,4,4.0,Deluxe,3.0,Unmarried,2.0,0,5,1,2.0,Manager,23246.0
@@ -533,14 +533,14 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 23.0,Company Invited,1,23.0,Small Business,Male,4,3.0,Basic,3.0,Married,3.0,1,3,0,1.0,Executive,21613.0
 32.0,Self Enquiry,2,29.0,Salaried,Male,3,6.0,Basic,3.0,Married,3.0,0,1,0,2.0,Executive,28530.0
 29.0,Self Enquiry,1,9.0,Small Business,Male,3,4.0,Basic,3.0,Unmarried,8.0,0,3,0,1.0,Executive,23060.0
-32.0,Company Invited,3,14.0,Small Business,Fe Male,2,3.0,Standard,3.0,Unmarried,2.0,0,4,1,1.0,Senior Manager,23998.0
+32.0,Company Invited,3,14.0,Small Business,Female,2,3.0,Standard,3.0,Unmarried,2.0,0,4,1,1.0,Senior Manager,23998.0
 37.0,Self Enquiry,1,25.0,Salaried,Male,3,3.0,Basic,4.0,Married,5.0,0,4,0,1.0,Executive,18022.0
 31.0,Self Enquiry,3,11.0,Small Business,Female,4,5.0,Deluxe,4.0,Married,3.0,1,3,1,1.0,Manager,23887.0
 52.0,Self Enquiry,1,13.0,Salaried,Male,3,4.0,King,3.0,Single,2.0,0,5,1,2.0,VP,38215.0
 36.0,Self Enquiry,1,16.0,Salaried,Female,4,5.0,Standard,3.0,Divorced,3.0,1,4,1,2.0,Senior Manager,29363.0
 60.0,Self Enquiry,3,22.0,Small Business,Male,2,3.0,Deluxe,5.0,Single,1.0,0,4,1,0.0,Manager,20405.0
 31.0,Self Enquiry,1,10.0,Large Business,Female,3,4.0,Basic,5.0,Unmarried,7.0,1,4,0,1.0,Executive,21335.0
-52.0,Company Invited,1,7.0,Small Business,Fe Male,2,5.0,Standard,5.0,Unmarried,5.0,0,1,1,1.0,Senior Manager,26162.0
+52.0,Company Invited,1,7.0,Small Business,Female,2,5.0,Standard,5.0,Unmarried,5.0,0,1,1,1.0,Senior Manager,26162.0
 27.0,Self Enquiry,1,31.0,Large Business,Male,4,6.0,Basic,3.0,Single,3.0,1,3,1,3.0,Executive,21018.0
 57.0,Company Invited,1,16.0,Small Business,Female,4,4.0,Basic,3.0,Married,4.0,0,1,1,1.0,Executive,21620.0
 33.0,Self Enquiry,1,14.0,Salaried,Male,2,1.0,Basic,5.0,Married,7.0,0,3,1,1.0,Executive,18143.0
@@ -548,7 +548,7 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 31.0,Self Enquiry,3,12.0,Small Business,Male,3,2.0,Deluxe,3.0,Married,5.0,0,5,1,2.0,Manager,20460.0
 50.0,Self Enquiry,3,9.0,Small Business,Male,2,4.0,Basic,3.0,Divorced,2.0,1,4,0,0.0,Executive,17683.0
 38.0,Self Enquiry,1,24.0,Small Business,Male,2,5.0,Deluxe,3.0,Married,4.0,1,5,0,1.0,Manager,20811.0
-39.0,Company Invited,1,8.0,Large Business,Fe Male,3,3.0,Standard,3.0,Unmarried,1.0,0,2,1,1.0,Senior Manager,25938.0
+39.0,Company Invited,1,8.0,Large Business,Female,3,3.0,Standard,3.0,Unmarried,1.0,0,2,1,1.0,Senior Manager,25938.0
 36.0,Company Invited,3,14.0,Large Business,Male,2,3.0,Deluxe,3.0,Married,5.0,0,3,1,0.0,Manager,20079.0
 27.0,Self Enquiry,1,28.0,Small Business,Male,3,4.0,Basic,3.0,Married,3.0,0,5,1,1.0,Executive,21055.0
 22.0,Company Invited,3,7.0,Large Business,Female,3,5.0,Basic,4.0,Single,3.0,1,5,1,2.0,Executive,20852.0
@@ -559,7 +559,7 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 45.0,Self Enquiry,3,7.0,Small Business,Female,4,4.0,Deluxe,5.0,Married,7.0,1,2,0,1.0,Manager,24132.0
 50.0,Company Invited,1,25.0,Salaried,Male,4,4.0,Deluxe,3.0,Married,3.0,1,2,0,2.0,Manager,25482.0
 56.0,Self Enquiry,1,15.0,Small Business,Male,2,3.0,Super Deluxe,3.0,Divorced,1.0,0,4,0,0.0,AVP,26103.0
-40.0,Company Invited,1,11.0,Small Business,Fe Male,3,4.0,Deluxe,3.0,Unmarried,2.0,0,3,1,1.0,Manager,23720.0
+40.0,Company Invited,1,11.0,Small Business,Female,3,4.0,Deluxe,3.0,Unmarried,2.0,0,3,1,1.0,Manager,23720.0
 30.0,Self Enquiry,3,34.0,Small Business,Female,3,4.0,Standard,3.0,Married,3.0,0,3,0,1.0,Senior Manager,26317.0
 53.0,Company Invited,3,14.0,Small Business,Female,4,4.0,Basic,3.0,Married,4.0,1,4,1,3.0,Executive,27124.0
 33.0,Self Enquiry,1,8.0,Salaried,Female,2,3.0,Basic,5.0,Divorced,1.0,0,3,1,0.0,Executive,17707.0
@@ -583,7 +583,7 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 32.0,Company Invited,1,10.0,Salaried,Female,3,4.0,Basic,3.0,Unmarried,3.0,0,4,1,2.0,Executive,22762.0
 33.0,Self Enquiry,1,9.0,Small Business,Female,4,4.0,Basic,4.0,Married,3.0,0,4,0,2.0,Executive,21048.0
 43.0,Self Enquiry,1,8.0,Small Business,Female,3,2.0,Basic,3.0,Married,2.0,0,2,0,1.0,Executive,17645.0
-28.0,Company Invited,3,27.0,Salaried,Fe Male,3,4.0,Deluxe,3.0,Single,3.0,0,2,1,2.0,Manager,28659.0
+28.0,Company Invited,3,27.0,Salaried,Female,3,4.0,Deluxe,3.0,Single,3.0,0,2,1,2.0,Manager,28659.0
 29.0,Self Enquiry,1,16.0,Small Business,Male,4,4.0,Basic,3.0,Married,3.0,0,1,1,1.0,Executive,20748.0
 41.0,Company Invited,1,33.0,Small Business,Female,4,5.0,Deluxe,3.0,Divorced,5.0,1,2,1,1.0,Manager,23100.0
 32.0,Company Invited,3,9.0,Salaried,Male,3,4.0,Deluxe,5.0,Unmarried,2.0,0,1,0,1.0,Manager,24010.0
@@ -612,7 +612,7 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 31.0,Company Invited,1,7.0,Small Business,Female,3,4.0,Deluxe,3.0,Unmarried,3.0,0,3,1,1.0,Manager,22689.0
 25.0,Self Enquiry,1,31.0,Small Business,Male,3,4.0,Basic,4.0,Unmarried,2.0,0,5,1,1.0,Executive,22275.0
 52.0,Self Enquiry,3,17.0,Salaried,Female,4,4.0,Standard,4.0,Married,7.0,0,1,1,3.0,Senior Manager,31820.0
-30.0,Company Invited,1,21.0,Salaried,Fe Male,3,4.0,Standard,3.0,Unmarried,2.0,1,5,1,1.0,Senior Manager,26231.0
+30.0,Company Invited,1,21.0,Salaried,Female,3,4.0,Standard,3.0,Unmarried,2.0,1,5,1,1.0,Senior Manager,26231.0
 31.0,Self Enquiry,2,16.0,Salaried,Male,3,4.0,Deluxe,3.0,Married,2.0,1,3,1,2.0,Manager,25025.0
 52.0,Self Enquiry,3,28.0,Small Business,Male,4,4.0,Deluxe,3.0,Unmarried,2.0,1,5,1,2.0,Manager,24119.0
 57.0,Company Invited,3,13.0,Salaried,Female,3,3.0,Super Deluxe,5.0,Divorced,2.0,0,3,1,1.0,AVP,31890.0
@@ -646,7 +646,7 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 37.0,Company Invited,1,15.0,Small Business,Male,2,3.0,Basic,3.0,Divorced,2.0,1,2,0,0.0,Executive,17326.0
 28.0,Company Invited,2,6.0,Salaried,Male,2,3.0,Basic,3.0,Married,2.0,0,4,0,1.0,Executive,17706.0
 34.0,Self Enquiry,1,15.0,Salaried,Male,2,3.0,Standard,3.0,Married,1.0,0,5,1,1.0,Senior Manager,23500.0
-54.0,Self Enquiry,3,7.0,Small Business,Fe Male,3,4.0,Deluxe,5.0,Unmarried,2.0,0,2,1,2.0,Manager,27059.0
+54.0,Self Enquiry,3,7.0,Small Business,Female,3,4.0,Deluxe,5.0,Unmarried,2.0,0,2,1,2.0,Manager,27059.0
 45.0,Self Enquiry,1,27.0,Salaried,Male,3,4.0,Basic,4.0,Unmarried,3.0,0,5,1,2.0,Executive,22098.0
 32.0,Self Enquiry,1,7.0,Small Business,Male,3,4.0,Basic,4.0,Single,3.0,0,3,1,1.0,Executive,21179.0
 42.0,Self Enquiry,1,13.0,Small Business,Female,3,1.0,Deluxe,4.0,Divorced,7.0,1,1,0,0.0,Manager,17372.0
@@ -654,7 +654,7 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 37.0,Self Enquiry,3,9.0,Salaried,Male,2,3.0,Standard,3.0,Unmarried,3.0,0,3,0,1.0,Senior Manager,22428.0
 21.0,Self Enquiry,1,18.0,Small Business,Female,4,5.0,Basic,5.0,Unmarried,3.0,1,3,0,2.0,Executive,21278.0
 26.0,Self Enquiry,1,11.0,Large Business,Male,3,4.0,Basic,3.0,Married,3.0,1,3,1,2.0,Executive,22369.0
-38.0,Self Enquiry,1,7.0,Large Business,Fe Male,3,4.0,Standard,3.0,Unmarried,6.0,0,5,1,2.0,Senior Manager,26169.0
+38.0,Self Enquiry,1,7.0,Large Business,Female,3,4.0,Standard,3.0,Unmarried,6.0,0,5,1,2.0,Senior Manager,26169.0
 29.0,Company Invited,1,7.0,Small Business,Male,3,5.0,Basic,4.0,Married,3.0,0,4,0,1.0,Executive,21274.0
 38.0,Self Enquiry,1,6.0,Salaried,Female,2,3.0,Standard,3.0,Unmarried,5.0,1,1,0,1.0,Senior Manager,22861.0
 24.0,Self Enquiry,3,6.0,Large Business,Female,3,3.0,Basic,4.0,Single,2.0,1,4,1,2.0,Executive,18202.0
@@ -676,11 +676,11 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 43.0,Company Invited,1,8.0,Salaried,Female,4,2.0,Standard,4.0,Single,3.0,0,3,1,1.0,Senior Manager,21050.0
 43.0,Company Invited,3,21.0,Salaried,Male,2,4.0,Deluxe,3.0,Married,4.0,0,5,1,0.0,Manager,21804.0
 34.0,Company Invited,3,14.0,Salaried,Female,2,4.0,Deluxe,4.0,Divorced,2.0,0,4,1,1.0,Manager,22980.0
-36.0,Company Invited,3,7.0,Small Business,Fe Male,4,4.0,Standard,3.0,Unmarried,3.0,0,5,1,1.0,Senior Manager,27467.0
+36.0,Company Invited,3,7.0,Small Business,Female,4,4.0,Standard,3.0,Unmarried,3.0,0,5,1,1.0,Senior Manager,27467.0
 36.0,Self Enquiry,3,9.0,Salaried,Male,2,4.0,Standard,3.0,Divorced,2.0,1,2,1,0.0,Senior Manager,25325.0
 36.0,Self Enquiry,1,25.0,Salaried,Male,3,2.0,Deluxe,5.0,Married,3.0,0,3,0,2.0,Manager,23886.0
 28.0,Self Enquiry,1,30.0,Small Business,Male,2,3.0,Basic,4.0,Married,2.0,1,1,0,0.0,Executive,17408.0
-40.0,Company Invited,1,15.0,Small Business,Fe Male,2,3.0,Standard,3.0,Unmarried,1.0,0,4,1,1.0,Senior Manager,28499.0
+40.0,Company Invited,1,15.0,Small Business,Female,2,3.0,Standard,3.0,Unmarried,1.0,0,4,1,1.0,Senior Manager,28499.0
 23.0,Self Enquiry,1,26.0,Small Business,Male,4,4.0,Basic,3.0,Divorced,3.0,0,2,0,2.0,Executive,21001.0
 30.0,Self Enquiry,1,28.0,Salaried,Female,3,2.0,Standard,5.0,Married,3.0,0,5,1,2.0,Senior Manager,28658.0
 29.0,Self Enquiry,1,15.0,Small Business,Female,2,3.0,Basic,3.0,Married,1.0,0,5,1,1.0,Executive,17974.0
@@ -755,7 +755,7 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 30.0,Self Enquiry,2,24.0,Salaried,Male,3,5.0,Standard,5.0,Unmarried,3.0,0,3,0,1.0,Senior Manager,26666.0
 53.0,Self Enquiry,1,13.0,Large Business,Male,4,4.0,Deluxe,5.0,Married,5.0,1,4,1,2.0,Manager,24255.0
 30.0,Self Enquiry,3,21.0,Small Business,Male,3,4.0,Standard,5.0,Married,3.0,0,1,0,2.0,Senior Manager,22140.0
-48.0,Company Invited,3,34.0,Salaried,Fe Male,4,2.0,Deluxe,3.0,Unmarried,6.0,1,4,1,3.0,Manager,25075.0
+48.0,Company Invited,3,34.0,Salaried,Female,4,2.0,Deluxe,3.0,Unmarried,6.0,1,4,1,3.0,Manager,25075.0
 57.0,Company Invited,1,7.0,Salaried,Male,3,4.0,Deluxe,3.0,Married,3.0,0,3,0,1.0,Manager,24984.0
 36.0,Self Enquiry,1,12.0,Salaried,Female,2,2.0,Deluxe,3.0,Divorced,4.0,0,2,0,0.0,Manager,18038.0
 33.0,Self Enquiry,1,16.0,Salaried,Female,4,4.0,Deluxe,3.0,Divorced,3.0,1,5,1,3.0,Manager,25000.0
@@ -801,4 +801,4 @@ Age,TypeofContact,CityTier,DurationOfPitch,Occupation,Gender,NumberOfPersonVisit
 42.0,Self Enquiry,1,29.0,Salaried,Female,2,3.0,Super Deluxe,3.0,Single,3.0,0,3,0,0.0,AVP,30992.0
 48.0,Self Enquiry,1,8.0,Large Business,Male,3,1.0,Basic,4.0,Single,6.0,0,2,0,2.0,Executive,17559.0
 27.0,Self Enquiry,3,14.0,Small Business,Female,2,3.0,Deluxe,4.0,Divorced,2.0,0,2,0,0.0,Manager,21214.0
-31.0,Company Invited,1,9.0,Large Business,Fe Male,4,5.0,Basic,5.0,Unmarried,2.0,0,3,0,2.0,Executive,23646.0
+31.0,Company Invited,1,9.0,Large Business,Female,4,5.0,Basic,5.0,Unmarried,2.0,0,3,0,2.0,Executive,23646.0