class_13.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "3cef6b7a",
   "metadata": {},
   "source": [
    "# データの読み込み、書き出しとファイル形式"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "12fe899b",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fcb61482",
   "metadata": {},
   "source": [
    "## 練習問題1"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0cca710f",
   "metadata": {},
   "source": [
    "何かしらのファイルを開き、何かしらのメッセージを書き込むが、すでにそのファイルが存在する場合に'filename already exists!'というメッセージを出力するコードを例外ハンドラを利用して書け。 filenameは開こうとしたファイルの名前である。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "e38b8e62",
   "metadata": {},
   "outputs": [],
   "source": [
    "poem = '''There was a young lady named Bright,\n",
    "whose speed was far faster than light;\n",
    "She started one day\n",
    "In a relative way,\n",
    "And returned on the previous night.'''"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "9050353f",
   "metadata": {},
   "outputs": [],
   "source": [
    "fout = open('relativity.txt', 'wt')\n",
    "fout.write(poem)\n",
    "fout.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "f5ecd474",
   "metadata": {},
   "outputs": [],
   "source": [
    "def msg_write_file(msg, filename):\n",
    "    try:\n",
    "        fout = open(filename, 'xt')\n",
    "        fout.write(msg)\n",
    "        fout.close()\n",
    "    except FileExistsError:\n",
    "        print(filename, 'already exists!')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "ae65ee4d",
   "metadata": {},
   "outputs": [],
   "source": [
    "filename1 = 'relativity.txt'\n",
    "filename2 = 'relative.txt'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "8439e6bf",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "relativity.txt already exists!\n"
     ]
    }
   ],
   "source": [
    "msg_write_file(poem, filename1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "115158ee",
   "metadata": {},
   "outputs": [],
   "source": [
    "msg_write_file(poem, filename2)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2b2a8b6c",
   "metadata": {},
   "source": [
    "## 練習問題2"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "01f09551",
   "metadata": {},
   "source": [
    "test1という変数に'This is a test of the emergency text system'という文字列を代入し、test.txtというファイルにtest1の内容を書き込んでみよ。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "8f8b03be",
   "metadata": {},
   "outputs": [],
   "source": [
    "test1 = 'This is a test of the emergency text system'\n",
    "\n",
    "with open('test.txt', 'wt') as fout:\n",
    "    fout.write(test1)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5b836346",
   "metadata": {},
   "source": [
    "## 練習問題3"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "726944e1",
   "metadata": {},
   "source": [
    "test.txtファイルを開き、その内容をtest2変数に読み出せ。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "8f484460",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'This is a test of the emergency text system'"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "with open('test.txt', 'rt') as fin:\n",
    "    test2 = fin.read()\n",
    "\n",
    "test2"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1d5c8ec4",
   "metadata": {},
   "source": [
    "## 練習問題4"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "faa81362",
   "metadata": {},
   "source": [
    "以下のようなcsvファイルをcsv.writerを用いて作成せよ。<br>\n",
    "ヒント. writerow(('1', '2', '3'))のようにすると、１行ずつ書き出せる。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "92497d55",
   "metadata": {},
   "outputs": [],
   "source": [
    "import csv"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "f874ce52",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "one|two|three\n",
      "1|2|3\n",
      "4|5|6\n",
      "7|8|9\n"
     ]
    }
   ],
   "source": [
    "with open('onetwothree.csv', 'w') as fout:\n",
    "    cout = csv.writer(fout, delimiter='|', lineterminator='\\n')\n",
    "    cout.writerow(('one', 'two', 'three'))\n",
    "    cout.writerow(('1', '2', '3'))\n",
    "    cout.writerow(('4', '5', '6'))\n",
    "    cout.writerow(('7', '8', '9'))\n",
    "    \n",
    "!type onetwothree.csv"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b0be8294",
   "metadata": {},
   "source": [
    "## 練習問題5"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "9e09cb0a",
   "metadata": {},
   "outputs": [],
   "source": [
    "import xml.etree.ElementTree as et"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "7570e009",
   "metadata": {},
   "outputs": [],
   "source": [
    "tree = et.ElementTree(file='./examples/exercise5.xml')\n",
    "root = tree.getroot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "9843c850",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "case ID: 0\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 1\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 10\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 100\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 101\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 102\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 103\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 104\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 105\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 106\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 107\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 108\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 109\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 11\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 111\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 113\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 115\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 117\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 119\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 12\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 121\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 123\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 125\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 127\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 129\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 13\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 131\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 133\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 135\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 137\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 139\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 14\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 141\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 143\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 145\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 147\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 149\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 15\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 151\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 153\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 16\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 17\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 18\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 19\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 2\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 20\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 21\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 22\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 23\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 24\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 25\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 26\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 27\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 28\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 29\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 3\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 30\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 31\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 32\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 33\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 34\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 35\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 36\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 37\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 38\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 39\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 4\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 40\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 41\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 42\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 43\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 44\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 45\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 46\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 47\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 48\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 49\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 5\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 50\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 51\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 52\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 53\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 54\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 55\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 56\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 57\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 58\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 59\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 6\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 60\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 61\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 62\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 63\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 64\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 65\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 66\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 67\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 68\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 69\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 7\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 70\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 71\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 72\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 73\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 74\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 75\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 76\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 77\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 78\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 79\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 8\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 80\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 81\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 82\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "case ID: 83\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 84\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 85\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 86\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 87\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 88\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 89\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 9\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 90\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 91\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 92\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 93\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 94\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 95\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 96\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 97\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 98\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n",
      "case ID: 99\n",
      "\t check if sufficient information is available\n",
      "\t start\n",
      "\t check if sufficient information is available\n",
      "\t complete\n",
      "\t register claim\n",
      "\t start\n",
      "\t register claim\n",
      "\t complete\n",
      "\t determine likelihood of claim\n",
      "\t start\n",
      "\t determine likelihood of claim\n",
      "\t complete\n",
      "\t assess claim\n",
      "\t start\n",
      "\t assess claim\n",
      "\t complete\n",
      "\t initiate payment\n",
      "\t start\n",
      "\t initiate payment\n",
      "\t complete\n",
      "\t close claim\n",
      "\t start\n",
      "\t close claim\n",
      "\t complete\n",
      "\t advise claimant on reimbursement\n",
      "\t start\n",
      "\t advise claimant on reimbursement\n",
      "\t complete\n",
      "\t end\n",
      "\t start\n",
      "\t end\n",
      "\t complete\n"
     ]
    }
   ],
   "source": [
    "for child in root:\n",
    "    for gchild in child:\n",
    "        if gchild.tag == 'string' and gchild.attrib['key'] == 'concept:name':\n",
    "                print('case ID:',gchild.attrib['value'])\n",
    "        for ggchild in gchild:\n",
    "            if ggchild.attrib['key'] == 'concept:name':\n",
    "                print('\\t',ggchild.attrib['value'])\n",
    "            if ggchild.attrib['key'] == 'lifecycle:transition':\n",
    "                print('\\t',ggchild.attrib['value'])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "232639e5",
   "metadata": {},
   "source": [
    "## 練習問題6"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "909d8a1b",
   "metadata": {},
   "source": [
    "ex5.csvファイルを読み込み、それをto_csv関数を用いて標準出力に以下のように出力せよ。<br>\n",
    "ヒント. タブ区切りにする。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "bfca4387",
   "metadata": {},
   "outputs": [],
   "source": [
    "import sys"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "e85b19b5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\tsomething\ta\tb\tc\td\tmessage\r\n",
      "0\tone\t1\t2\t3.0\t4\tnothing\r\n",
      "1\ttwo\t5\t6\tnothing\t8\tworld\r\n",
      "2\tthree\t9\t10\t11.0\t12\tfoo\r\n"
     ]
    }
   ],
   "source": [
    "data = pd.read_csv('./examples/ex5.csv')\n",
    "data.to_csv(sys.stdout, na_rep='nothing', sep='\\t')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "23897487",
   "metadata": {},
   "source": [
    "## 練習問題7"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7ba5f849",
   "metadata": {},
   "source": [
    "uriage.csvを読み込み、以下のようなピボットテーブルを作成せよ。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "663b218e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>date</th>\n",
       "      <th>goods</th>\n",
       "      <th>price</th>\n",
       "      <th>quantity</th>\n",
       "      <th>amount</th>\n",
       "      <th>person</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2020/10/2</td>\n",
       "      <td>Printer</td>\n",
       "      <td>30000</td>\n",
       "      <td>5</td>\n",
       "      <td>150000</td>\n",
       "      <td>Yamada</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2020/10/2</td>\n",
       "      <td>DigiCam</td>\n",
       "      <td>25000</td>\n",
       "      <td>8</td>\n",
       "      <td>200000</td>\n",
       "      <td>Suzuki</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2020/10/2</td>\n",
       "      <td>Scanner</td>\n",
       "      <td>20000</td>\n",
       "      <td>3</td>\n",
       "      <td>60000</td>\n",
       "      <td>Suzuki</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2020/10/2</td>\n",
       "      <td>PC</td>\n",
       "      <td>110000</td>\n",
       "      <td>6</td>\n",
       "      <td>660000</td>\n",
       "      <td>Kato</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2020/10/2</td>\n",
       "      <td>USB memory</td>\n",
       "      <td>4000</td>\n",
       "      <td>9</td>\n",
       "      <td>36000</td>\n",
       "      <td>Kato</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2020/10/2</td>\n",
       "      <td>USB memory</td>\n",
       "      <td>4000</td>\n",
       "      <td>5</td>\n",
       "      <td>20000</td>\n",
       "      <td>Ogawa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>2020/10/3</td>\n",
       "      <td>Printer</td>\n",
       "      <td>30000</td>\n",
       "      <td>3</td>\n",
       "      <td>90000</td>\n",
       "      <td>Yamada</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>2020/10/3</td>\n",
       "      <td>Scanner</td>\n",
       "      <td>20000</td>\n",
       "      <td>4</td>\n",
       "      <td>80000</td>\n",
       "      <td>Yamada</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>2020/10/3</td>\n",
       "      <td>PC</td>\n",
       "      <td>110000</td>\n",
       "      <td>3</td>\n",
       "      <td>330000</td>\n",
       "      <td>Yamada</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>2020/10/3</td>\n",
       "      <td>USB memory</td>\n",
       "      <td>4000</td>\n",
       "      <td>2</td>\n",
       "      <td>8000</td>\n",
       "      <td>Suzuki</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>2020/10/3</td>\n",
       "      <td>Scanner</td>\n",
       "      <td>20000</td>\n",
       "      <td>7</td>\n",
       "      <td>140000</td>\n",
       "      <td>Suzuki</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>2020/10/3</td>\n",
       "      <td>Printer</td>\n",
       "      <td>30000</td>\n",
       "      <td>5</td>\n",
       "      <td>150000</td>\n",
       "      <td>Kato</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>2020/10/3</td>\n",
       "      <td>DigiCam</td>\n",
       "      <td>25000</td>\n",
       "      <td>3</td>\n",
       "      <td>75000</td>\n",
       "      <td>Kato</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>2020/10/3</td>\n",
       "      <td>DigiCam</td>\n",
       "      <td>25000</td>\n",
       "      <td>4</td>\n",
       "      <td>100000</td>\n",
       "      <td>Ogawa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>2020/10/3</td>\n",
       "      <td>Scanner</td>\n",
       "      <td>20000</td>\n",
       "      <td>6</td>\n",
       "      <td>120000</td>\n",
       "      <td>Ogawa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>2020/10/4</td>\n",
       "      <td>DigiCam</td>\n",
       "      <td>25000</td>\n",
       "      <td>7</td>\n",
       "      <td>175000</td>\n",
       "      <td>Yamada</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>2020/10/4</td>\n",
       "      <td>Scanner</td>\n",
       "      <td>20000</td>\n",
       "      <td>3</td>\n",
       "      <td>60000</td>\n",
       "      <td>Kato</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>2020/10/4</td>\n",
       "      <td>PC</td>\n",
       "      <td>110000</td>\n",
       "      <td>5</td>\n",
       "      <td>550000</td>\n",
       "      <td>Ogawa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>2020/10/4</td>\n",
       "      <td>Scanner</td>\n",
       "      <td>20000</td>\n",
       "      <td>2</td>\n",
       "      <td>40000</td>\n",
       "      <td>Ogawa</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         date       goods   price  quantity  amount  person\n",
       "0   2020/10/2     Printer   30000         5  150000  Yamada\n",
       "1   2020/10/2     DigiCam   25000         8  200000  Suzuki\n",
       "2   2020/10/2     Scanner   20000         3   60000  Suzuki\n",
       "3   2020/10/2          PC  110000         6  660000    Kato\n",
       "4   2020/10/2  USB memory    4000         9   36000    Kato\n",
       "5   2020/10/2  USB memory    4000         5   20000   Ogawa\n",
       "6   2020/10/3     Printer   30000         3   90000  Yamada\n",
       "7   2020/10/3     Scanner   20000         4   80000  Yamada\n",
       "8   2020/10/3          PC  110000         3  330000  Yamada\n",
       "9   2020/10/3  USB memory    4000         2    8000  Suzuki\n",
       "10  2020/10/3     Scanner   20000         7  140000  Suzuki\n",
       "11  2020/10/3     Printer   30000         5  150000    Kato\n",
       "12  2020/10/3     DigiCam   25000         3   75000    Kato\n",
       "13  2020/10/3     DigiCam   25000         4  100000   Ogawa\n",
       "14  2020/10/3     Scanner   20000         6  120000   Ogawa\n",
       "15  2020/10/4     DigiCam   25000         7  175000  Yamada\n",
       "16  2020/10/4     Scanner   20000         3   60000    Kato\n",
       "17  2020/10/4          PC  110000         5  550000   Ogawa\n",
       "18  2020/10/4     Scanner   20000         2   40000   Ogawa"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = pd.read_csv('./examples/uriage.csv')\n",
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "f6cb6ce6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead tr th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe thead tr:last-of-type th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th colspan=\"5\" halign=\"left\">amount</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th>goods</th>\n",
       "      <th>DigiCam</th>\n",
       "      <th>PC</th>\n",
       "      <th>Printer</th>\n",
       "      <th>Scanner</th>\n",
       "      <th>USB memory</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>date</th>\n",
       "      <th>person</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"4\" valign=\"top\">2020/10/2</th>\n",
       "      <th>Kato</th>\n",
       "      <td>0</td>\n",
       "      <td>660000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>36000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ogawa</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>20000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Suzuki</th>\n",
       "      <td>200000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>60000</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Yamada</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>150000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"4\" valign=\"top\">2020/10/3</th>\n",
       "      <th>Kato</th>\n",
       "      <td>75000</td>\n",
       "      <td>0</td>\n",
       "      <td>150000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ogawa</th>\n",
       "      <td>100000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>120000</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Suzuki</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>140000</td>\n",
       "      <td>8000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Yamada</th>\n",
       "      <td>0</td>\n",
       "      <td>330000</td>\n",
       "      <td>90000</td>\n",
       "      <td>80000</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"3\" valign=\"top\">2020/10/4</th>\n",
       "      <th>Kato</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>60000</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ogawa</th>\n",
       "      <td>0</td>\n",
       "      <td>550000</td>\n",
       "      <td>0</td>\n",
       "      <td>40000</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Yamada</th>\n",
       "      <td>175000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  amount                                   \n",
       "goods            DigiCam      PC Printer Scanner USB memory\n",
       "date      person                                           \n",
       "2020/10/2 Kato         0  660000       0       0      36000\n",
       "          Ogawa        0       0       0       0      20000\n",
       "          Suzuki  200000       0       0   60000          0\n",
       "          Yamada       0       0  150000       0          0\n",
       "2020/10/3 Kato     75000       0  150000       0          0\n",
       "          Ogawa   100000       0       0  120000          0\n",
       "          Suzuki       0       0       0  140000       8000\n",
       "          Yamada       0  330000   90000   80000          0\n",
       "2020/10/4 Kato         0       0       0   60000          0\n",
       "          Ogawa        0  550000       0   40000          0\n",
       "          Yamada  175000       0       0       0          0"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.pivot_table(['amount'], index=['date', 'person'], columns='goods', aggfunc='sum', fill_value=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "586ec2b8",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}