Decision_Tree.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/usr/local/lib/python2.7/dist-packages/ipykernel_launcher.py:49: ParserWarning: Falling back to the 'python' engine because the 'c' engine does not support regex separators; you can avoid this warning by specifying engine='python'.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " 7 Own-child\n",
      "\t\t5 Separated\n",
      "\t\t\t\t0\n",
      "\t\t5 Widowed\n",
      "\t\t\t\t0\n",
      "\t\t5 Divorced\n",
      "\t\t\t\t6 Farming-fishing\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Craft-repair\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t\t\t\t\t13 Poland\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t3 11th\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t3 7th-8th\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Other-service\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Transport-moving\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Prof-specialty\n",
      "\t\t\t\t\t\t3 Masters\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t3 Prof-school\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Sales\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Exec-managerial\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Handlers-cleaners\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 ?\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Adm-clerical\n",
      "\t\t\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t3 Assoc-acdm\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t6 Protective-serv\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Tech-support\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Priv-house-serv\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Machine-op-inspct\n",
      "\t\t\t\t\t\t0\n",
      "\t\t5 Married-spouse-absent\n",
      "\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t1 ?\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t0\n",
      "\t\t5 Never-married\n",
      "\t\t\t\t3 Masters\n",
      "\t\t\t\t\t\t6 Farming-fishing\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Other-service\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Transport-moving\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Prof-specialty\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Sales\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Exec-managerial\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Adm-clerical\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Prof-school\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 12th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 1st-4th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-acdm\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t6 Sales\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t6 Adm-clerical\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t6 Exec-managerial\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t6 Craft-repair\n",
      "\t\t\t\t\t\t\t\t\t\t13 Canada\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t6 Other-service\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t6 Transport-moving\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t6 Prof-specialty\n",
      "\t\t\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t6 Sales\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t6 Exec-managerial\n",
      "\t\t\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t6 Handlers-cleaners\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t6 Adm-clerical\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t6 Tech-support\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t6 Prof-specialty\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t6 Adm-clerical\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t6 Exec-managerial\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 ?\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 9th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 5th-6th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 11th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 10th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Doctorate\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Preschool\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 7th-8th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t5 Married-civ-spouse\n",
      "\t\t\t\t6 Farming-fishing\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Craft-repair\n",
      "\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t8 Other\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Other-service\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Prof-specialty\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Sales\n",
      "\t\t\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t3 10th\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 9th\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t6 Exec-managerial\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Handlers-cleaners\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Machine-op-inspct\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Adm-clerical\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 ?\n",
      "\t\t\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t\t\t1\n",
      " 7 Wife\n",
      "\t\t6 Farming-fishing\n",
      "\t\t\t\t0\n",
      "\t\t6 Craft-repair\n",
      "\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t0\n",
      "\t\t6 Other-service\n",
      "\t\t\t\t3 12th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t3 Assoc-acdm\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t13 Philippines\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Other\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 Peru\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 Cuba\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 9th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t13 England\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Married-AF-spouse\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 11th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 10th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 7th-8th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t6 Transport-moving\n",
      "\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t0\n",
      "\t\t6 Prof-specialty\n",
      "\t\t\t\t3 Masters\n",
      "\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 Prof-school\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-acdm\n",
      "\t\t\t\t\t\t8 Amer-Indian-Eskimo\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t13 Taiwan\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 Cuba\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 Haiti\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t13 Canada\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Doctorate\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 7th-8th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t6 Sales\n",
      "\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t3 Masters\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 Assoc-acdm\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Other\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 Puerto-Rico\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 5th-6th\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t\t\t13 Canada\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 Germany\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t6 Exec-managerial\n",
      "\t\t\t\t3 Masters\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 Prof-school\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-acdm\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t13 England\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 10th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t6 Handlers-cleaners\n",
      "\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 11th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t6 Machine-op-inspct\n",
      "\t\t\t\t13 Canada\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t13 Hong\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t13 Columbia\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t13 Portugal\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t13 Philippines\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t13 Cambodia\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t13 China\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Without-pay\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 9th\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t13 Peru\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t13 Laos\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t13 Nicaragua\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t0\n",
      "\t\t6 Adm-clerical\n",
      "\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t3 Assoc-acdm\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 9th\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t3 12th\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 Assoc-acdm\n",
      "\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 Cuba\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t\t\t8 Amer-Indian-Eskimo\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t13 Canada\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 11th\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 10th\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t3 Assoc-acdm\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t1\n",
      "\t\t6 Protective-serv\n",
      "\t\t\t\t0\n",
      "\t\t6 Priv-house-serv\n",
      "\t\t\t\t0\n",
      "\t\t6 Tech-support\n",
      "\t\t\t\t3 12th\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t3 9th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t6 ?\n",
      "\t\t\t\t3 Masters\n",
      "\t\t\t\t\t\t1 ?\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Prof-school\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t1 ?\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-acdm\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t13 Honduras\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Married-AF-spouse\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t1 ?\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t8 Other\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t8 Black\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 9th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 5th-6th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t1 ?\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 11th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 10th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 7th-8th\n",
      "\t\t\t\t\t\t0\n",
      " 7 Unmarried\n",
      "\t\t3 Masters\n",
      "\t\t\t\t6 Other-service\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Prof-specialty\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Sales\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t6 Exec-managerial\n",
      "\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Married-spouse-absent\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t6 Handlers-cleaners\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Machine-op-inspct\n",
      "\t\t\t\t\t\t0\n",
      "\t\t3 Prof-school\n",
      "\t\t\t\t6 Farming-fishing\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Prof-specialty\n",
      "\t\t\t\t\t\t1\n",
      "\t\t3 12th\n",
      "\t\t\t\t0\n",
      "\t\t3 Assoc-voc\n",
      "\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t6 Craft-repair\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t6 Other-service\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Prof-specialty\n",
      "\t\t\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Sales\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Exec-managerial\n",
      "\t\t\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Handlers-cleaners\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Adm-clerical\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Tech-support\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Machine-op-inspct\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t1 ?\n",
      "\t\t\t\t\t\t0\n",
      "\t\t3 1st-4th\n",
      "\t\t\t\t0\n",
      "\t\t3 Assoc-acdm\n",
      "\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Married-spouse-absent\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t6 Prof-specialty\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t6 Adm-clerical\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t1 ?\n",
      "\t\t\t\t\t\t0\n",
      "\t\t3 HS-grad\n",
      "\t\t\t\t6 Farming-fishing\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Craft-repair\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Other-service\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Transport-moving\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Prof-specialty\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Sales\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Exec-managerial\n",
      "\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Married-spouse-absent\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Handlers-cleaners\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Machine-op-inspct\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Adm-clerical\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Protective-serv\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Priv-house-serv\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Tech-support\n",
      "\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 ?\n",
      "\t\t\t\t\t\t0\n",
      "\t\t3 Bachelors\n",
      "\t\t\t\t13 England\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t13 Philippines\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t13 Outlying-US(Guam-USVI-etc)\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t13 Cambodia\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t13 Vietnam\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t13 Germany\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t6 Craft-repair\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Other-service\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Prof-specialty\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Sales\n",
      "\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Exec-managerial\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 ?\n",
      "\t\t\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Adm-clerical\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Tech-support\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Machine-op-inspct\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t13 Iran\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t13 Haiti\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t13 Honduras\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t0\n",
      "\t\t3 9th\n",
      "\t\t\t\t6 Farming-fishing\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Craft-repair\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t6 Other-service\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Sales\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 ?\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Adm-clerical\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Priv-house-serv\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Machine-op-inspct\n",
      "\t\t\t\t\t\t0\n",
      "\t\t3 5th-6th\n",
      "\t\t\t\t0\n",
      "\t\t3 Some-college\n",
      "\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t6 Farming-fishing\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Craft-repair\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Married-spouse-absent\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Transport-moving\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Prof-specialty\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Sales\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Exec-managerial\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Handlers-cleaners\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Machine-op-inspct\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Adm-clerical\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Tech-support\n",
      "\t\t\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 ?\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t6 Craft-repair\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Other-service\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Prof-specialty\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Sales\n",
      "\t\t\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Married-spouse-absent\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Exec-managerial\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Handlers-cleaners\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 ?\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Adm-clerical\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Protective-serv\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Tech-support\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Machine-op-inspct\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t3 11th\n",
      "\t\t\t\t6 Farming-fishing\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Craft-repair\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Other-service\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Transport-moving\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Prof-specialty\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Sales\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Exec-managerial\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Handlers-cleaners\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Machine-op-inspct\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Adm-clerical\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 ?\n",
      "\t\t\t\t\t\t0\n",
      "\t\t3 10th\n",
      "\t\t\t\t0\n",
      "\t\t3 Doctorate\n",
      "\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t3 Preschool\n",
      "\t\t\t\t0\n",
      "\t\t3 7th-8th\n",
      "\t\t\t\t0\n",
      " 7 Other-relative\n",
      "\t\t6 Farming-fishing\n",
      "\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t0\n",
      "\t\t6 Adm-clerical\n",
      "\t\t\t\t0\n",
      "\t\t6 Craft-repair\n",
      "\t\t\t\t3 12th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t3 Assoc-acdm\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t8 Amer-Indian-Eskimo\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 9th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 5th-6th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 7th-8th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t6 Other-service\n",
      "\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t13 El-Salvador\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t13 Philippines\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t13 Vietnam\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t13 Haiti\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t6 Transport-moving\n",
      "\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t0\n",
      "\t\t6 Prof-specialty\n",
      "\t\t\t\t0\n",
      "\t\t6 Sales\n",
      "\t\t\t\t0\n",
      "\t\t6 Exec-managerial\n",
      "\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t0\n",
      "\t\t6 Handlers-cleaners\n",
      "\t\t\t\t0\n",
      "\t\t6 Machine-op-inspct\n",
      "\t\t\t\t0\n",
      "\t\t6 Armed-Forces\n",
      "\t\t\t\t0\n",
      "\t\t6 Protective-serv\n",
      "\t\t\t\t0\n",
      "\t\t6 Priv-house-serv\n",
      "\t\t\t\t0\n",
      "\t\t6 Tech-support\n",
      "\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t0\n",
      "\t\t6 ?\n",
      "\t\t\t\t3 12th\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 11th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 10th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 7th-8th\n",
      "\t\t\t\t\t\t0\n",
      " 7 Husband\n",
      "\t\t6 Farming-fishing\n",
      "\t\t\t\t3 Masters\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Prof-school\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 12th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 1st-4th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-acdm\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Without-pay\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t8 Amer-Indian-Eskimo\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Other\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t13 England\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 Yugoslavia\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 9th\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 5th-6th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Other\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 11th\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 10th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Preschool\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 7th-8th\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t6 Adm-clerical\n",
      "\t\t\t\t3 Masters\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 12th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 Assoc-acdm\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t13 Italy\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Philippines\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Vietnam\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Japan\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 9th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 5th-6th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t13 Jamaica\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t8 Amer-Indian-Eskimo\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Laos\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 11th\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 10th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t6 Craft-repair\n",
      "\t\t\t\t3 Masters\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Prof-school\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t3 12th\n",
      "\t\t\t\t\t\t13 Columbia\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Italy\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t13 England\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Poland\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 Vietnam\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 Greece\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Hungary\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 1st-4th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-acdm\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 Ireland\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 Cuba\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t13 Italy\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Portugal\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Cuba\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 El-Salvador\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Poland\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Other\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Amer-Indian-Eskimo\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Other\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Peru\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Hungary\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Taiwan\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t13 Vietnam\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 South\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 9th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 5th-6th\n",
      "\t\t\t\t\t\t13 Italy\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 El-Salvador\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Puerto-Rico\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Trinadad&Tobago\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t13 Canada\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Jamaica\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 Hong\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Columbia\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 El-Salvador\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Vietnam\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Germany\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t8 Amer-Indian-Eskimo\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Italy\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 11th\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 Cuba\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 10th\n",
      "\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 Preschool\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 7th-8th\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t6 Other-service\n",
      "\t\t\t\t3 Masters\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 12th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 1st-4th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-acdm\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t13 Canada\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 England\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Cuba\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Poland\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 China\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Ireland\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Germany\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t13 Iran\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 Cuba\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Philippines\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 South\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 9th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 5th-6th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 11th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 10th\n",
      "\t\t\t\t\t\t13 India\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Cuba\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 7th-8th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t6 Transport-moving\n",
      "\t\t\t\t3 Masters\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Prof-school\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t3 12th\n",
      "\t\t\t\t\t\t13 Jamaica\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Cuba\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 1st-4th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Without-pay\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Amer-Indian-Eskimo\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t13 Ecuador\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Other\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 Cuba\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t8 Amer-Indian-Eskimo\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 9th\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 5th-6th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t13 Canada\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 El-Salvador\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 11th\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 10th\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 7th-8th\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t6 Prof-specialty\n",
      "\t\t\t\t3 Masters\n",
      "\t\t\t\t\t\t13 Canada\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 England\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 India\n",
      "\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 China\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Other\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Iran\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 Taiwan\n",
      "\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 South\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Prof-school\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t13 Taiwan\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 Germany\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t13 England\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 Taiwan\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 India\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t13 Japan\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-acdm\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t13 Italy\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 China\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Philippines\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 Puerto-Rico\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 Vietnam\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Germany\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 State-gov\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t8 Amer-Indian-Eskimo\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-AF-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Ireland\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 Iran\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t13 Haiti\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 Cambodia\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Doctorate\n",
      "\t\t\t\t\t\t13 Canada\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 El-Salvador\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 India\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 China\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 Thailand\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 Taiwan\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 South\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 7th-8th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t6 Sales\n",
      "\t\t\t\t3 Masters\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t13 India\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 Prof-school\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 12th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 1st-4th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-acdm\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Other\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t13 El-Salvador\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t13 Canada\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Other\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 Cuba\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t13 Canada\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 Philippines\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 India\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Poland\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 9th\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 5th-6th\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t8 Amer-Indian-Eskimo\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t8 Amer-Indian-Eskimo\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 11th\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 10th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Doctorate\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 7th-8th\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t6 Exec-managerial\n",
      "\t\t\t\t3 Masters\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t13 Japan\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 Hong\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 France\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 Prof-school\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 12th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 1st-4th\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t3 Assoc-acdm\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t8 Amer-Indian-Eskimo\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t13 Greece\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t13 Iran\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 Cuba\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Poland\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 India\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 Puerto-Rico\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 China\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Japan\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 Germany\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 Taiwan\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 South\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 9th\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t13 Yugoslavia\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 Germany\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t13 Jamaica\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 Philippines\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 Germany\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 Cuba\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t8 Amer-Indian-Eskimo\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 11th\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 10th\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 Doctorate\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t3 7th-8th\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t6 Handlers-cleaners\n",
      "\t\t\t\t3 Masters\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 12th\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 1st-4th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-acdm\n",
      "\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t13 Jamaica\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t13 India\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 9th\n",
      "\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 5th-6th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t13 Canada\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 11th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 10th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 7th-8th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t6 Machine-op-inspct\n",
      "\t\t\t\t3 Masters\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Prof-school\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 12th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 1st-4th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-acdm\n",
      "\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t13 England\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Philippines\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Cuba\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 Puerto-Rico\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Laos\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Haiti\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 South\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 9th\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t13 Canada\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 5th-6th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t13 Philippines\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t13 Nicaragua\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 11th\n",
      "\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 10th\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 7th-8th\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t13 Italy\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t6 Armed-Forces\n",
      "\t\t\t\t0\n",
      "\t\t6 Protective-serv\n",
      "\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t3 Assoc-acdm\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t\t\t8 Amer-Indian-Eskimo\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t3 12th\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 Assoc-acdm\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t\t\t13 Canada\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 Thailand\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 Scotland\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 9th\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 7th-8th\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 Assoc-acdm\n",
      "\t\t\t\t\t\t\t\t13 England\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t3 7th-8th\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t6 Tech-support\n",
      "\t\t\t\t3 Masters\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Prof-school\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 12th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t13 Jamaica\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Philippines\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-acdm\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t13 Philippines\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t13 Poland\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 10th\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t3 7th-8th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t6 ?\n",
      "\t\t\t\t3 Masters\n",
      "\t\t\t\t\t\t1 ?\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Prof-school\n",
      "\t\t\t\t\t\t1 ?\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 12th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-voc\n",
      "\t\t\t\t\t\t1 ?\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Assoc-acdm\n",
      "\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 HS-grad\n",
      "\t\t\t\t\t\t13 Canada\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 Philippines\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Columbia\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t1 ?\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Bachelors\n",
      "\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t1 ?\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t1 ?\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t3 9th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 5th-6th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Some-college\n",
      "\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t13 Canada\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 Nicaragua\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t1 ?\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t3 11th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 10th\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t3 Doctorate\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t3 7th-8th\n",
      "\t\t\t\t\t\t0\n",
      " 7 Not-in-family\n",
      "\t\t3 Masters\n",
      "\t\t\t\t6 Farming-fishing\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Craft-repair\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Other-service\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Transport-moving\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t6 Prof-specialty\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Other\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Sales\n",
      "\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t6 Exec-managerial\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t6 Adm-clerical\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Protective-serv\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Tech-support\n",
      "\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t6 ?\n",
      "\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Other\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t3 Prof-school\n",
      "\t\t\t\t6 Other-service\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Prof-specialty\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Other\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t5 Married-spouse-absent\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Sales\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t6 Exec-managerial\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t6 Adm-clerical\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Tech-support\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 ?\n",
      "\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t3 12th\n",
      "\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t6 Sales\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t6 Exec-managerial\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t1 ?\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t0\n",
      "\t\t3 Assoc-voc\n",
      "\t\t\t\t6 Farming-fishing\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Craft-repair\n",
      "\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Other-service\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Transport-moving\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Prof-specialty\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Sales\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Exec-managerial\n",
      "\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Handlers-cleaners\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 ?\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Adm-clerical\n",
      "\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Protective-serv\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Tech-support\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Priv-house-serv\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Machine-op-inspct\n",
      "\t\t\t\t\t\t0\n",
      "\t\t3 1st-4th\n",
      "\t\t\t\t0\n",
      "\t\t3 Assoc-acdm\n",
      "\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t6 Craft-repair\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Other-service\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Transport-moving\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Prof-specialty\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Sales\n",
      "\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Exec-managerial\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Adm-clerical\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Protective-serv\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Tech-support\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Machine-op-inspct\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t5 Married-spouse-absent\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t6 Farming-fishing\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Craft-repair\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Other-service\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Prof-specialty\n",
      "\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t6 Sales\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t6 Exec-managerial\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Handlers-cleaners\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Adm-clerical\n",
      "\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t13 Cuba\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Protective-serv\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 Tech-support\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t6 ?\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t1\n",
      "\t\t3 HS-grad\n",
      "\t\t\t\t6 Farming-fishing\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Craft-repair\n",
      "\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Married-spouse-absent\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t8 Amer-Indian-Eskimo\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t6 Other-service\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Transport-moving\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Other\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Prof-specialty\n",
      "\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Married-spouse-absent\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\t\t\t\t6 Sales\n",
      "\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-spouse-absent\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Exec-managerial\n",
      "\t\t\t\t\t\t8 Amer-Indian-Eskimo\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Married-spouse-absent\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Handlers-cleaners\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Machine-op-inspct\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Adm-clerical\n",
      "\t\t\t\t\t\t13 Canada\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Columbia\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Guatemala\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Vietnam\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Germany\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Married-spouse-absent\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Japan\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Protective-serv\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Tech-support\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Priv-house-serv\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 ?\n",
      "\t\t\t\t\t\t0\n",
      "\t\t3 Bachelors\n",
      "\t\t\t\t6 Farming-fishing\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Adm-clerical\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-spouse-absent\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t6 Craft-repair\n",
      "\t\t\t\t\t\t13 Dominican-Republic\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t6 Protective-serv\n",
      "\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t6 Transport-moving\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Prof-specialty\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t13 Japan\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Amer-Indian-Eskimo\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t13 Iran\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t13 Cuba\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t13 France\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Other\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t13 Germany\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Sales\n",
      "\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Exec-managerial\n",
      "\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Married-spouse-absent\n",
      "\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Handlers-cleaners\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 ?\n",
      "\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Armed-Forces\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Other-service\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Tech-support\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t6 Priv-house-serv\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Machine-op-inspct\n",
      "\t\t\t\t\t\t0\n",
      "\t\t3 9th\n",
      "\t\t\t\t6 Farming-fishing\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Craft-repair\n",
      "\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Married-spouse-absent\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t6 Other-service\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Transport-moving\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Sales\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Handlers-cleaners\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 ?\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Adm-clerical\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Priv-house-serv\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Machine-op-inspct\n",
      "\t\t\t\t\t\t0\n",
      "\t\t3 5th-6th\n",
      "\t\t\t\t0\n",
      "\t\t3 Some-college\n",
      "\t\t\t\t6 Farming-fishing\n",
      "\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Adm-clerical\n",
      "\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t5 Married-spouse-absent\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Craft-repair\n",
      "\t\t\t\t\t\t13 Laos\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Germany\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Married-spouse-absent\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t13 Puerto-Rico\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t13 Mexico\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Protective-serv\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Transport-moving\n",
      "\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Prof-specialty\n",
      "\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Other\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Sales\n",
      "\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Married-spouse-absent\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Exec-managerial\n",
      "\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t8 Amer-Indian-Eskimo\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Handlers-cleaners\n",
      "\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 ?\n",
      "\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t8 Amer-Indian-Eskimo\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Armed-Forces\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Other-service\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Tech-support\n",
      "\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t9 Male\n",
      "\t\t\t\t\t\t\t\t\t\t8 Asian-Pac-Islander\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t8 Black\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t9 Female\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Priv-house-serv\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Machine-op-inspct\n",
      "\t\t\t\t\t\t0\n",
      "\t\t3 11th\n",
      "\t\t\t\t6 Farming-fishing\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Craft-repair\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Other-service\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Transport-moving\n",
      "\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Sales\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Exec-managerial\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Handlers-cleaners\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Machine-op-inspct\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Adm-clerical\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t6 Priv-house-serv\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 ?\n",
      "\t\t\t\t\t\t0\n",
      "\t\t3 10th\n",
      "\t\t\t\t0\n",
      "\t\t3 Doctorate\n",
      "\t\t\t\t6 Prof-specialty\n",
      "\t\t\t\t\t\t1 Self-emp-inc\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 State-gov\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Married-civ-spouse\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Private\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t13 England\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Local-gov\n",
      "\t\t\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t5 Divorced\n",
      "\t\t\t\t\t\t\t\t\t\t8 White\n",
      "\t\t\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t1 Self-emp-not-inc\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t1 Federal-gov\n",
      "\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t6 Exec-managerial\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t6 ?\n",
      "\t\t\t\t\t\t1\n",
      "\t\t\t\t6 Sales\n",
      "\t\t\t\t\t\t0\n",
      "\t\t3 Preschool\n",
      "\t\t\t\t0\n",
      "\t\t3 7th-8th\n",
      "\t\t\t\t6 Farming-fishing\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Craft-repair\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Other-service\n",
      "\t\t\t\t\t\t5 Never-married\n",
      "\t\t\t\t\t\t\t\t13 United-States\n",
      "\t\t\t\t\t\t\t\t\t\t1\n",
      "\t\t\t\t\t\t\t\t13 ?\n",
      "\t\t\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Separated\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t\t\t5 Widowed\n",
      "\t\t\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Sales\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Handlers-cleaners\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 ?\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Adm-clerical\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Protective-serv\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Priv-house-serv\n",
      "\t\t\t\t\t\t0\n",
      "\t\t\t\t6 Machine-op-inspct\n",
      "\t\t\t\t\t\t0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Accuracy:  74.9\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/usr/local/lib/python2.7/dist-packages/ipykernel_launcher.py:21: ParserWarning: Falling back to the 'python' engine because the 'c' engine does not support regex separators; you can avoid this warning by specifying engine='python'.\n"
     ]
    }
   ],
   "source": [
    "class Tree(object):\n",
    "    def set_leaf(self):\n",
    "        self.is_leaf=True\n",
    "    def check_leaf(self):\n",
    "        return self.is_leaf\n",
    "    def set_class(self,v):\n",
    "        self.c=v\n",
    "\n",
    "    def set_node_value(self,v):\n",
    "        self.value=v\n",
    "\n",
    "    def __init__(self,h):\n",
    "        self.dict = {}\n",
    "        self.height = h\n",
    "        self.is_leaf=False\n",
    "        self.value=0\n",
    "        self.c=0\n",
    "\n",
    "class DecisionTree():\n",
    "    def predict(self,testfile):\n",
    "        v=self.pd.read_csv(testfile,sep=', ',header=None)\n",
    "        p=self.np.array(v)\n",
    "\n",
    "        for i in p:\n",
    "            # print i\n",
    "            self.check_trav(self.t,i)\n",
    "\n",
    "        print \"Accuracy: \",(self.cor*100.0)/(self.wor+self.cor)\n",
    "\n",
    "    def check_trav(self,t,X):\n",
    "        if t.check_leaf()==True:\n",
    "            if t.c==X[14]:\n",
    "                self.cor=self.cor+1\n",
    "            else:\n",
    "                self.wor = self.wor + 1\n",
    "            self.l.append(t.c)\n",
    "        else:\n",
    "            value=X[t.value]\n",
    "            if value in t.dict:\n",
    "                self.check_trav(t.dict[value],X)\n",
    "            else:\n",
    "                if t.c == X[14]:\n",
    "                    self.cor = self.cor + 1\n",
    "                else:\n",
    "                    self.wor = self.wor + 1\n",
    "                self.l.append(t.c)\n",
    "\n",
    "    def train(self,trainfile):\n",
    "        X=self.pd.read_csv(trainfile, sep=', ',header=None)\n",
    "        r,c=self.np.shape(X)\n",
    "        df = self.pd.DataFrame(X)\n",
    "        self.t=self.generate_dt(df,0,[1,3,5,6,7,8,9,13])\n",
    "\n",
    "    def generate_dt(self,X,h,attributes):\n",
    "        # print attributes\n",
    "        t=Tree(h)\n",
    "        g=self.get_groups(X,[14])\n",
    "        if len(attributes)>2:\n",
    "            if len(g[0])>len(g[1]):\n",
    "                t.set_class(1)\n",
    "            else:\n",
    "                t.set_class(0)\n",
    "        # print len(g.groups)\n",
    "        if len(g.groups)<=1:\n",
    "            l=g.groups\n",
    "            l=l.keys()[0]\n",
    "            t.set_class(l)\n",
    "            t.set_leaf()\n",
    "            # print \"leaf\"\n",
    "        elif len(attributes)<=2:\n",
    "            if len(g[0])>len(g[1]):\n",
    "                t.set_leaf()\n",
    "                t.set_class(1)\n",
    "                # print \"leaf 0\"\n",
    "            else:\n",
    "                t.set_leaf()\n",
    "                t.set_class(0)\n",
    "                # print \"leaf 1\"\n",
    "        else:\n",
    "            min=self.find_min_entropy(X,attributes)\n",
    "            g=self.get_groups(X,[attributes[min]])\n",
    "            t.set_node_value(attributes[min])\n",
    "            # attributes.remove(attributes[min])\n",
    "            pp=[]\n",
    "            for i in attributes:\n",
    "                if i is not attributes[min]:\n",
    "                    pp.append(i)\n",
    "            for i in g.groups:\n",
    "                df=g.get_group(i)\n",
    "                # print i\n",
    "                df=df.values\n",
    "                df =self.pd.DataFrame(df)\n",
    "                p=self.generate_dt(df, h + 1, pp)\n",
    "                t.dict[str(i)]=p\n",
    "            # print\n",
    "        return t\n",
    "\n",
    "    def get_groups(self,df,set):\n",
    "        g = df.groupby(set)\n",
    "        return g\n",
    "        pass\n",
    "\n",
    "    def find_min_entropy(self,X,attributes):\n",
    "            min_ent = []\n",
    "            for i in attributes:\n",
    "                min_ent.append(self.calculate_entropy(X, i))\n",
    "            index, value = max(enumerate(min_ent), key=self.op.itemgetter(1))\n",
    "            # print min_ent\n",
    "            return index\n",
    "\n",
    "    def calculate_entropy(self,X,i):\n",
    "        if type(X[i][0]) in [self.np.int64,self.np.int64]:\n",
    "            return -9999\n",
    "            pass\n",
    "        else:\n",
    "            g = self.get_groups(X,[i])\n",
    "            entropy = 0\n",
    "            for gi in g.groups:\n",
    "                noofcat = len(g.groups[gi])\n",
    "                sg = g.get_group(gi)\n",
    "                sg = self.pd.DataFrame(sg)\n",
    "                subg = self.get_groups(sg,[i, 14])\n",
    "                PB = noofcat / float(10000)\n",
    "                class_ent = 0\n",
    "                for subgi in subg.groups:\n",
    "                    noofcatp = len(subg.groups[subgi])\n",
    "                    prob = noofcatp / float(noofcat)\n",
    "                    class_ent = class_ent + prob * self.mt.log(prob, 2)\n",
    "                PB = PB * class_ent\n",
    "                entropy = entropy + PB\n",
    "            # print i,entropy\n",
    "            return entropy\n",
    "            pass\n",
    "\n",
    "    def print_tree(self):\n",
    "        self.pretty(self.t)\n",
    "\n",
    "    def pretty(self,t, indent=0):\n",
    "        if t.check_leaf()==True:\n",
    "            print '\\t' * indent*2,t.c\n",
    "        else:\n",
    "            for i in t.dict:\n",
    "                print '\\t' * indent*2,t.value,i\n",
    "                self.pretty(t.dict[i],indent+1)\n",
    "\n",
    "    def save(self):\n",
    "        pass\n",
    "\n",
    "    def __init__(self):\n",
    "        from types import IntType as inttype\n",
    "        import pandas as pdtype\n",
    "        import numpy\n",
    "        import math\n",
    "        import operator\n",
    "        self.np=numpy\n",
    "        self.pd = pdtype\n",
    "        self.mt=math\n",
    "        self.op=operator\n",
    "        self.inttype=inttype\n",
    "        self.l = []\n",
    "        self.cor = 0\n",
    "        self.wor = 0\n",
    "        self.t=\"\"\n",
    "        pass\n",
    "\n",
    "\n",
    "model=DecisionTree()\n",
    "model.train(\"train1.csv\")\n",
    "model.print_tree()\n",
    "model.predict(\"test.csv\")\n",
    "\n",
    "# import pickle\n",
    "# with open('cse.model', 'wb') as f:\n",
    "#     pickle.dump(model, f)\n",
    "\n",
    "# f=open('cs17mtech11004.model','r')\n",
    "# mod=pickle.load(f)x`\n",
    "\n"
   ]
  },
  {
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