add

make_data.py

@@ -61,7 +61,6 @@ def doctor():
 
     df["commission"] = (df["doctor_discount_30_days"] + df["budan_payment_30_days"])/df["tmp"]
     df["pv_ad"] = df["expand_rechange_amount_30"]/df["tmp"]
-    df["score"] = df["ctr"]**0.5 * (df["commission"] + df["pv_ad"])
 
     df.loc[df["all_exposure"] <= 1500, ["ctr"]] = 0.01
     df.loc[df["ctr"] < 0.01, ["ctr"]] = 0.01
@@ -71,6 +70,8 @@ def doctor():
     df.loc[df["pv_ad"] > 20, ["pv_ad"]] = 20
     df.loc[df["pv_ad"] < 0.01, ["pv_ad"]] = 0.01
 
+    df["score"] = df["ctr"] ** 0.5 * (df["commission"] + df["pv_ad"])
+
     columns = ["doctor_id","score","ctr","commission","pv_ad","service_exposure_pv_30",
                "service_ctr_30","expert_exposure_pv_30","expert_pv_30",
             "merchant_id","doctor_discount_30_days","expand_rechange_amount_30","service_pv_30",
@@ -146,7 +147,6 @@ def hospital():
 
     df["commission"] = (df["doctor_discount_30_days"] + df["budan_payment_30_days"])/df["tmp"]
     df["cpt"] = df["expand_rechange_amount_30"]/df["tmp"]
-    df["score"] = df["ctr"]**0.5 * (df["commission"] + df["cpt"])
 
     df.loc[df["all_exposure"] <= 1500, ["ctr"]] = 0.01
     df.loc[df["ctr"] < 0.01, ["ctr"]] = 0.01
@@ -156,6 +156,8 @@ def hospital():
     df.loc[df["commission"] > 20, ["commission"]] = 20
     df.loc[df["commission"] < 0.01, ["commission"]] = 0.01
 
+    df["score"] = df["ctr"] ** 0.5 * (df["commission"] + df["cpt"])
+
     columns = ["doctor_id","score","ctr","commission","cpt","hospital_id","hospital_exposure_pv_30",
                "service_exposure_pv_30","expert_exposure_pv_30",
               "service_ctr_30","hospital_ctr_30","expert_ctr_30","merchant_id","budan_payment_30_days",