Small fixes

Author: lucasthim

01_exploratory_analysis_pre_treatment.ipynb

@@ -20,7 +20,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -40,16 +40,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "(614, 15)"
+       "(614, 14)"
       ]
      },
-     "execution_count": 14,
+     "execution_count": 2,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -69,7 +69,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -97,24 +97,22 @@
     "total_income = df_fill['ApplicantIncome'] + df_fill['CoapplicantIncome']\n",
     "remaining_income = (total_income - base_loan_installment) / total_income\n",
     "\n",
-    "married = df_import['Married'].copy()\n",
-    "married[married == 'Yes'] = 1\n",
-    "married[married == 'No'] = 0\n",
-    "\n",
-    "dependents = df_import['Dependents'].copy()\n",
-    "dependents[dependents == '0'] = 0\n",
-    "dependents[dependents == '1'] = 1\n",
-    "dependents[dependents == '2'] = 2\n",
-    "dependents[dependents == '3+'] = 3\n",
-    "\n",
-    "\n",
-    "people_in_house = dependents + married + 1\n",
-    "household_percapita = (total_income / people_in_house).astype(float)\n",
-    "household_percapita.describe()\n",
+    "# married = df_import['Married'].copy()\n",
+    "# married[married == 'Yes'] = 1\n",
+    "# married[married == 'No'] = 0\n",
+    "# dependents = df_import['Dependents'].copy()\n",
+    "# dependents[dependents == '0'] = 0\n",
+    "# dependents[dependents == '1'] = 1\n",
+    "# dependents[dependents == '2'] = 2\n",
+    "# dependents[dependents == '3+'] = 3\n",
+    "# people_in_house = dependents + married + 1\n",
+    "# household_percapita = (total_income / people_in_house).astype(float)\n",
+    "# household_percapita.describe()\n",
     "\n",
     "\n",
     "df_fill['Base_Loan_Installment'] = base_loan_installment\n",
-    "df_fill['Remaining_Income'] = remaining_income"
+    "df_fill['Remaining_Income'] = remaining_income\n",
+    "# df_fill['HouseHold_Percapita'] = household_percapita"
    ]
   },
   {