{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/Alphabf/CDISC-Implementation/blob/main/Generating_Dummy_Raw_Data_for_the_Demographics_(DM)_Domain.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "84462ebf-12f3-4b6a-abb9-9a6b508fc8a5",
      "metadata": {
        "id": "84462ebf-12f3-4b6a-abb9-9a6b508fc8a5"
      },
      "source": [
        "**Author:** Alpha Traore, Sr Data Scientist, Biostat Consultants Inc.       \n",
        "**📁 Project:** CDISC Dataset Preparation     \n",
        "**📁 Domain:** DM (Demographics)    \n",
        "**🎯 Purpose:** Generate a synthetic raw dataset to simulate DM domain input for SDTM mapping and validation.   \n",
        "  \n",
        "---\n",
        "\n",
        "**📌Overview**\n",
        "\n",
        "This notebook demonstrates the creation of dummy raw data for the **Demographics (DM)** domain following CDISC standards. The goal is to simulate realistic input data for testing SDTM transformations and downstream programming tasks."
      ]
    },
    {
      "cell_type": "markdown",
      "id": "a0aa6e4d-a6eb-404e-be6b-cede9c6d56f7",
      "metadata": {
        "id": "a0aa6e4d-a6eb-404e-be6b-cede9c6d56f7"
      },
      "source": [
        "**Set Up Folders to Store Final Datasets**"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "6808ff60-fdbd-4479-ab00-dde575c02d07",
      "metadata": {
        "id": "6808ff60-fdbd-4479-ab00-dde575c02d07"
      },
      "outputs": [],
      "source": [
        "# setwd('C:/Users/Waraba/Desktop/R in CDISC _ Jupyter Lab')\n",
        "# setwd('/Users/SDTM')\n",
        "# setwd('/Users/ADAM')"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "0204318c-2525-4365-a7d9-f3dd30174cc7",
      "metadata": {
        "id": "0204318c-2525-4365-a7d9-f3dd30174cc7"
      },
      "outputs": [],
      "source": [
        "# getwd()"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "9f53d8bf-c6dc-43d4-b5e7-ad1fdb840a35",
      "metadata": {
        "id": "9f53d8bf-c6dc-43d4-b5e7-ad1fdb840a35"
      },
      "source": [
        "    "
      ]
    },
    {
      "cell_type": "markdown",
      "id": "35df260d-4548-44d3-924a-87b38368daa6",
      "metadata": {
        "id": "35df260d-4548-44d3-924a-87b38368daa6"
      },
      "source": [
        "**Package Installation**   \n",
        "Install all required software packages, libraries, or dependencies needed to create, validate, and submit CDISC-compliant datasets."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "a2c5b574-ba78-47f5-8076-786cc51cecb1",
      "metadata": {
        "id": "a2c5b574-ba78-47f5-8076-786cc51cecb1"
      },
      "outputs": [],
      "source": [
        "# install.packages(\"tidyverse\")\n",
        "# install.packages(\"glue\")\n",
        "# install.packages(\"assertthat\")\n",
        "# install.packages(\"huxtable\")\n",
        "# install.packages(\"data.table\")\n",
        "# install.packages(\"hms\")\n",
        "# install.packages(\"lubridate\")\n",
        "# install.packages(\"pharmaRTF\")\n",
        "# install.packages(\"Hmisc\")\n",
        "\n",
        "# install.packages(\"pacman\")"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "81054109-4c78-4045-b89e-a00df3f8f4ce",
      "metadata": {
        "id": "81054109-4c78-4045-b89e-a00df3f8f4ce"
      },
      "source": [
        "Install Multiples packages"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "2858eb3f-58d8-4738-87e5-d33128510e8e",
      "metadata": {
        "id": "2858eb3f-58d8-4738-87e5-d33128510e8e"
      },
      "outputs": [],
      "source": [
        "# install.packages(c(\"tidyverse\", \"glue\", \"assertthat\", \"huxtable\", \"data.table\", \"hms\", \"lubridate\", \"pharmaRTF\", \"Hmisc\"))"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "5ae581d8-717b-4162-bc4f-e0687e432303",
      "metadata": {
        "id": "5ae581d8-717b-4162-bc4f-e0687e432303"
      },
      "outputs": [],
      "source": []
    },
    {
      "cell_type": "markdown",
      "id": "3d9337bb-0eea-4676-8a62-ae278849908a",
      "metadata": {
        "id": "3d9337bb-0eea-4676-8a62-ae278849908a"
      },
      "source": [
        "**Loading Packages**"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "ffc34d63-f0bd-4a17-aa88-2abf9d9b435b",
      "metadata": {
        "tags": [],
        "id": "ffc34d63-f0bd-4a17-aa88-2abf9d9b435b"
      },
      "outputs": [],
      "source": [
        "library(tidyverse)\n",
        "library(lubridate)"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "c66d00c8-be3b-47a6-8e95-8dfddb8d5475",
      "metadata": {
        "id": "c66d00c8-be3b-47a6-8e95-8dfddb8d5475"
      },
      "source": [
        "Load Multiples packages"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "1cafb084-43f2-460e-a115-ce6bd955ce84",
      "metadata": {
        "id": "1cafb084-43f2-460e-a115-ce6bd955ce84"
      },
      "outputs": [],
      "source": [
        "pacman::p_load(tidyverse, glue, assertthat, huxtable, lubridate)"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "d5f612d1-20ad-48cd-b975-7ac635c9b63d",
      "metadata": {
        "id": "d5f612d1-20ad-48cd-b975-7ac635c9b63d"
      },
      "source": [
        "**R packages available**"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "e975cab5-bcdc-4a0b-bc3e-9497462039b0",
      "metadata": {
        "id": "e975cab5-bcdc-4a0b-bc3e-9497462039b0"
      },
      "outputs": [],
      "source": [
        "library()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "d3350124-40fd-424b-8c17-41c8397b099b",
      "metadata": {
        "id": "d3350124-40fd-424b-8c17-41c8397b099b"
      },
      "outputs": [],
      "source": []
    },
    {
      "cell_type": "markdown",
      "id": "0a1392c2-ab3f-4ded-81a9-e328d6933d37",
      "metadata": {
        "id": "0a1392c2-ab3f-4ded-81a9-e328d6933d37"
      },
      "source": [
        "**Building Mock Raw Dataset for Demographics (DM)**"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "d71299da-7d29-4283-9500-22489265146d",
      "metadata": {
        "id": "d71299da-7d29-4283-9500-22489265146d"
      },
      "outputs": [],
      "source": [
        "demog<-tribble(\n",
        "~study,~pt,~sex,~ethnic,~race,~race2,~race3,~race4,~racesp,~age_raw,~age_rawu,~brthdt_raw,~country,\n",
        "\"STU001\",\"1001\",\"Male\",\"Hispanic or Latino\",\"White\",\"\",\"\",\"\",\"\",\"35\",\"Years\",\"\",\"USA\",\n",
        "\"STU001\",\"1002\",\"Female\",\"Not Hispanic or Latino\",\"Asian\",\"American Indian or Alaska Native\",\"\",\"\",\"\",\"40\",\"Years\",\"\",\"USA\",\n",
        "\"STU001\",\"1003\",\"Male\",\"Hispanic or Latino\",\"Other\",\"\",\"\",\"\",\"BRAZILIAN\",\"40\",\"Years\",\"\",\"USA\",\n",
        "\"STU001\",\"1004\",\"Male\",\"Hispanic or Latino\",\"White\",\"\",\"\",\"\",\"\",\"38\",\"Years\",\"\",\"USA\",\n",
        "\"STU001\",\"1005\",\"Male\",\"Not Hispanic or Latino\",\"American Indian or Alaska Native\",\"\",\"\",\"\",\"\",\"64\",\"Years\",\"\",\"USA\",\n",
        "\"STU001\",\"1006\",\"Female\",\"Not Hispanic or Latino\",\"Native Hawaiian or Other Pacific Islander\",\"\",\"\",\"\",\"\",\"75\",\"Years\",\"\",\"USA\",\n",
        "\"STU001\",\"1007\",\"Male\",\"Not Hispanic or Latino\",\"Unknown\",\"\",\"\",\"\",\"\",\"32\",\"Years\",\"\",\"USA\",\n",
        "\"STU001\",\"1008\",\"Female\",\"Not Hispanic or Latino\",\"Not Reported\",\"\",\"\",\"\",\"\",\"83\",\"Years\",\"\",\"USA\",\n",
        ")\n",
        "\n",
        "ipadmin<-tribble(\n",
        "~study,~pt,~folder,~ipconc,~ipstdt_raw,~ipsttm_raw,~ipqty_raw,~ipqtyu,~ipadj,~ipboxid,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"500\",\"05/JAN/2010\",\"8:35\",\"2\",\"mL\",\"\",\"13434371\",\n",
        "\"STU001\",\"1004\",\"WEEK 2\",\"500\",\"12/JAN/2010\",\"8:35\",\"2\",\"mL\",\"\",\"52970539\",\n",
        "\"STU001\",\"1004\",\"WEEK 3\",\"500\",\"18/JAN/2010\",\"9:30\",\"1\",\"mL\",\"Adverse Event\",\"52120567\",\n",
        "\"STU001\",\"1004\",\"WEEK 4\",\"500\",\"25/JAN/2010\",\"8:45\",\"2\",\"mL\",\"\",\"59305202\",\n",
        "\"STU001\",\"1005\",\"WEEK 1\",\"500\",\"05/FEB/2010\",\"8:46\",\"2\",\"mL\",\"\",\"13787377\",\n",
        "\"STU001\",\"1005\",\"WEEK 2\",\"500\",\"12/FEB/2010\",\"8:30\",\"2\",\"mL\",\"\",\"65580239\",\n",
        "\"STU001\",\"1005\",\"WEEK 3\",\"500\",\"19/FEB/2010\",\"8:15\",\"0\",\"mL\",\"Adverse Event\",\"45377264\",\n",
        "\"STU001\",\"1006\",\"WEEK 1\",\"500\",\"2/MAR/2010\",\"8:30\",\"1.9\",\"mL\",\"\",\"39024101\",\n",
        "\"STU001\",\"1006\",\"WEEK 2\",\"500\",\"10/MAR/2010\",\"8:30\",\"2\",\"mL\",\"\",\"65845489\",\n",
        "\"STU001\",\"1007\",\"WEEK 1\",\"500\",\"15/APR/2010\",\"8:23\",\"2\",\"mL\",\"\",\"66223983\",\n",
        "\"STU001\",\"1007\",\"WEEK 2\",\"500\",\"22/APR/2010\",\"9:00\",\"2\",\"mL\",\"\",\"71763169\",\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"500\",\"29/APR/2010\",\"9:03\",\"2\",\"mL\",\"\",\"60038358\",\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"500\",\"6/MAY/2010\",\"8:12\",\"2\",\"mL\",\"\",\"68706162\",\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"500\",\"27/JUN/2010\",\"8:45\",\"2\",\"mL\",\"\",\"68891589\",\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"500\",\"4/JUL/2010\",\"8:17\",\"2\",\"mL\",\"\",\"2311359\",\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"500\",\"11/JUL/2010\",\"9:20\",\"2\",\"mL\",\"\",\"3199027\",\n",
        ")\n",
        "\n",
        "eos<-tribble(\n",
        "~study,~pt,~eoscat,~eotype,~eostdt_raw,~eoterm,\n",
        "\"STU001\",\"1002\",\"End of Study\",\"\",\"5/JAN/2010\",\"Withdrawl of consent\",\n",
        "\"STU001\",\"1003\",\"End of Study\",\"\",\"5/JAN/2010\",\"Death\",\n",
        "\"STU001\",\"1004\",\"End of Study\",\"\",\"28/FEB/2010\",\"Completed\",\n",
        "\"STU001\",\"1006\",\"End of Study\",\"\",\"25/MAR/2010\",\"Adverse Event\",\n",
        "\"STU001\",\"1007\",\"End of Study\",\"\",\"12/JUN/2010\",\"Completed\",\n",
        "\"STU001\",\"1008\",\"End of Study\",\"\",\"18/AUG/2010\",\"Subject Request\",\n",
        ")\n",
        "\n",
        "eoip<-tribble(\n",
        "~study,~pt,~eoscat,~eotype,~eostdt_raw,~eoterm,\n",
        "\"STU001\",\"1004\",\"End of Treatment\",\"\",\"25/JAN/2010\",\"Completed\",\n",
        "\"STU001\",\"1006\",\"End of Treatment\",\"\",\"25/MAR/2010\",\"Adverse Event\",\n",
        "\"STU001\",\"1007\",\"End of Treatment\",\"\",\"6/MAY/2010\",\"Completed\",\n",
        "\"STU001\",\"1008\",\"End of Treatment\",\"\",\"15/JUL/2010\",\"Subject Request\",\n",
        ")\n",
        "\n",
        "enrlment<-tribble(\n",
        "~study,~pt,~folder,~icdt_raw,~icvers,~prtvers,~enrldt_raw,~randdt_raw,~randno,\n",
        "\"STU001\",\"1001\",\"SCR\",\"1/JAN/2010\",\"1\",\"1\",\"\",\"\",\"\",\n",
        "\"STU001\",\"1002\",\"SCR\",\"1/JAN/2010\",\"1\",\"1\",\"4/JAN/2010\",\"\",\"\",\n",
        "\"STU001\",\"1003\",\"SCR\",\"1/JAN/2010\",\"1\",\"1\",\"3/JAN/2010\",\"3/JAN/2010\",\"514876\",\n",
        "\"STU001\",\"1004\",\"SCR\",\"1/JAN/2010\",\"1\",\"1\",\"4/JAN/2010\",\"5/JAN/2010\",\"101415\",\n",
        "\"STU001\",\"1005\",\"SCR\",\"15/JAN/2010\",\"1\",\"1\",\"1/FEB/2010\",\"5/FEB/2010\",\"306185\",\n",
        "\"STU001\",\"1006\",\"SCR\",\"18/FEB/2010\",\"1\",\"1\",\"1/MAR/2010\",\"1/MAR/2010\",\"987435\",\n",
        "\"STU001\",\"1007\",\"SCR\",\"4/APR/2010\",\"2\",\"2\",\"14/APR/2010\",\"14/APR/2010\",\"098745\",\n",
        "\"STU001\",\"1008\",\"SCR\",\"20/JUN/2010\",\"2\",\"3\",\"26/JUN/2010\",\"27/JUN/2010\",\"123098\",\n",
        ")\n",
        "\n",
        "rand<-tribble(\n",
        "~rand_id,~tx_cd,~cohort,~strata,\n",
        "\"514876\",\"PBO\",\"1\",\"Dummy strata1\",\n",
        "\"101415\",\"ACTIVE\",\"1\",\"Dummy strata1\",\n",
        "\"306185\",\"ACTIVE\",\"1\",\"Dummy strata1\",\n",
        "\"987435\",\"PBO\",\"2\",\"Dummy strata2\",\n",
        "\"098745\",\"PBO\",\"2\",\"Dummy strata2\",\n",
        "\"123098\",\"ACTIVE\",\"2\",\"Dummy strata2\",\n",
        ")\n",
        "\n",
        "box<-tribble(\n",
        "~kitid,~content,\n",
        "\"13434371\",\"ACTIVE\",\n",
        "\"52970539\",\"ACTIVE\",\n",
        "\"52120567\",\"ACTIVE\",\n",
        "\"59305202\",\"ACTIVE\",\n",
        "\"13787377\",\"PBO\",\n",
        "\"65580239\",\"ACTIVE\",\n",
        "\"45377264\",\"ACTIVE\",\n",
        "\"39024101\",\"PBO\",\n",
        "\"65845489\",\"PBO\",\n",
        "\"66223983\",\"PBO\",\n",
        "\"71763169\",\"PBO\",\n",
        "\"60038358\",\"PBO\",\n",
        "\"68706162\",\"PBO\",\n",
        "\"68891589\",\"ACTIVE\",\n",
        "\"2311359\",\"ACTIVE\",\n",
        "\"3199027\",\"ACTIVE\",\n",
        ")\n",
        "\n",
        "ecg<-tribble(\n",
        "~study,~pt,~folder,~egdt_raw,~egscat,~egmethod,~egloc,~pr_raw,~qrs_raw,~qt_raw,~qtc_raw,~hr_raw,~egintp,~egintpsp,\n",
        "\"STU001\",\"1004\",\"SCR\",\"4/JAN/2010\",\"SOC\",\"12 Lead\",\"Heart\",\"80\",\"88\",\"409\",\"385\",\"59\",\"Normal\",\"\",\n",
        "\"STU001\",\"1005\",\"SCR\",\"5/FEB/2010\",\"SOC\",\"12 Lead\",\"Heart\",\"180\",\"80\",\"360\",\"392\",\"76\",\"Normal\",\"\",\n",
        "\"STU001\",\"1005\",\"UNS_ECG\",\"22/FEB/2010\",\"SOC\",\"12 Lead\",\"Heart\",\"190\",\"90\",\"376\",\"408\",\"81\",\"Normal\",\"\",\n",
        "\"STU001\",\"1006\",\"SCR\",\"1/MAR/2010\",\"SOC\",\"12 Lead\",\"Heart\",\"142\",\"76\",\"389\",\"411\",\"71\",\"Normal\",\"\",\n",
        "\"STU001\",\"1007\",\"SCR\",\"13/APR/2010\",\"SOC\",\"12 Lead\",\"Heart\",\"152\",\"108\",\"396\",\"441\",\"74\",\"Abnormal Not Clinically Significant\",\n",
        "\"AV BLOCK Grade 1\",\n",
        ")\n",
        "\n",
        "physmeas<-tribble(\n",
        "~study,~pt,~folder,~pmdt_raw,~height_raw,~heightu,~weight_raw,~weightu,\n",
        "\"STU001\",\"1004\",\"SCR\",\"4/JAN/2010\",\"177\",\"Centimeters\",\"87.3\",\"Kilogram\",\n",
        "\"STU001\",\"1005\",\"SCR\",\"5/FEB/2010\",\"66.14\",\"Centimeters\",\"76.1\",\"Kilogram\",\n",
        "\"STU001\",\"1006\",\"SCR\",\"1/MAR/2010\",\"160\",\"Centimeters\",\"60.9\",\"Kilogram\",\n",
        "\"STU001\",\"1007\",\"SCR\",\"13/APR/2010\",\"178\",\"Centimeters\",\"85.4\",\"Kilogram\",\n",
        ")\n",
        "\n",
        "vitals<-tribble(\n",
        "~study,~pt,~folder,~vsdt_raw,~sysbp_raw,~diabp_raw,~pos,~hr_raw,~resp_raw,~temp_raw,~tempu,~temploc,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/JAN/2010\",\"122\",\"72\",\"Supine\",\"79\",\"24\",\"34.8\",\"Celsius\",\"Axilla\",\n",
        "\"STU001\",\"1004\",\"WEEK 2\",\"12/JAN/2010\",\"120\",\"82\",\"Supine\",\"87\",\"20\",\"35.3\",\"Celsius\",\"Axilla\",\n",
        "\"STU001\",\"1005\",\"SCR\",\"5/FEB/2010\",\"120\",\"85\",\"Sitting\",\"68\",\"14\",\"98.06\",\"Fahrenheit\",\"Axilla\",\n",
        "\"STU001\",\"1005\",\"WEEK 2\",\"12/FEB/2010\",\"125\",\"87\",\"Sitting\",\"69\",\"15\",\"36.6\",\"Celsius\",\"Axilla\",\n",
        "\"STU001\",\"1005\",\"UNS_VIT\",\"22/FEB/2010\",\"130\",\"90\",\"Sitting\",\"75\",\"18\",\"37.0\",\"Celsius\",\"Axilla\",\n",
        "\"STU001\",\"1006\",\"SCR\",\"01/MAR/2010\",\"133\",\"87\",\"Sitting\",\"74\",\"20\",\"36.2\",\"Celsius\",\"Ear\",\n",
        "\"STU001\",\"1006\",\"WEEK 2\",\"11/MAR/2010\",\"115\",\"68\",\"Sitting\",\"65\",\"21\",\"35.1\",\"Celsius\",\"Ear\",\n",
        "\"STU001\",\"1007\",\"SCR\",\"15/APR/2010\",\"120\",\"80\",\"Sitting\",\"75\",\"21\",\"36.9\",\"Celsius\",\"Axilla\",\n",
        "\"STU001\",\"1007\",\"WEEK 2\",\"29/APR/2010\",\"140\",\"80\",\"Sitting\",\"80\",\"\",\"37.4\",\"Celsius\",\"Axilla\",\n",
        ")\n",
        "\n",
        "lab_hema<-tribble(\n",
        "~study,~pt,~folder,~lbdt_raw,~test,~specimen,~coll_rslt,~coll_unit,~lower,~upper,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"BASO\",\"Whole blood\",1000,\"/uL\",0,1000,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"EOS\",\"Whole blood\",2100,\"/uL\",500,3000,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"FIBRINO\",\"Plasma\",260,\"mg/dL\",150,350,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"HCT\",\"Whole blood\",50,\"%\",38,54,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"HGB\",\"Whole blood\",19,\"g/dL\",14,18,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"LYM\",\"Whole blood\",36000,\"/uL\",10000,40000,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"MCH\",\"Whole blood\",30,\"pg/cell\",27,32,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"MCHC\",\"Whole blood\",39,\"g/dL\",33,36,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"MCV\",\"Whole blood\",103,\"um^3\",80,94,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"MONO\",\"Whole blood\",3000,\"/uL\",2000,8000,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"NEUT\",\"Whole blood\",7900,\"/uL\",1800,7500,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"NEUTSG\",\"Whole blood\",53000,\"/uL\",25000,60000,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"PT\",\"Plasma\",17,\"s\",10,20,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"RBC\",\"Whole blood\",0.57,\"10^6 /uL\",0.45,0.6,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"RETI\",\"Whole blood\",60,\"10^3 /uL\",23,90,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"WBC\",\"Whole blood\",50000,\"/uL\",50000,100000,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"BASO\",\"Whole blood\",0,\"/uL\",0,1000,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"EOS\",\"Whole blood\",2500,\"/uL\",500,3000,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"FIBRINO\",\"Plasma\",140,\"mg/dL\",150,350,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"HCT\",\"Whole blood\",40,\"%\",38,54,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"HGB\",\"Whole blood\",13,\"g/dL\",14,18,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"LYM\",\"Whole blood\",17000,\"/uL\",10000,40000,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"MCH\",\"Whole blood\",27,\"pg/cell\",27,32,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"MCHC\",\"Whole blood\",35,\"g/dL\",33,36,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"MCV\",\"Whole blood\",93,\"um^3\",80,94,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"MONO\",\"Whole blood\",4000,\"/uL\",2000,8000,\n",
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        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"NEUTSG\",\"Whole blood\",62000,\"/uL\",25000,60000,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"PT\",\"Plasma\",21,\"s\",10,20,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"RBC\",\"Whole blood\",0.5,\"10^6 /uL\",0.45,0.6,\n",
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        "\"STU001\",\"1004\",\"WEEK 2\",\"12/Jan/2010\",\"EOS\",\"Whole blood\",3300,\"/uL\",500,3000,\n",
        "\"STU001\",\"1004\",\"WEEK 2\",\"12/Jan/2010\",\"FIBRINO\",\"Plasma\",380,\"mg/dL\",150,350,\n",
        "\"STU001\",\"1004\",\"WEEK 2\",\"12/Jan/2010\",\"HCT\",\"Whole blood\",54,\"%\",38,54,\n",
        "\"STU001\",\"1004\",\"WEEK 2\",\"12/Jan/2010\",\"HGB\",\"Whole blood\",16,\"g/dL\",14,18,\n",
        "\"STU001\",\"1004\",\"WEEK 2\",\"12/Jan/2010\",\"LYM\",\"Whole blood\",18000,\"/uL\",10000,40000,\n",
        "\"STU001\",\"1004\",\"WEEK 2\",\"12/Jan/2010\",\"MCH\",\"Whole blood\",29,\"pg/cell\",27,32,\n",
        "\"STU001\",\"1004\",\"WEEK 2\",\"12/Jan/2010\",\"MCHC\",\"Whole blood\",34,\"g/dL\",33,36,\n",
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        "\"STU001\",\"1004\",\"WEEK 2\",\"12/Jan/2010\",\"NEUTSG\",\"Whole blood\",48000,\"/uL\",25000,60000,\n",
        "\"STU001\",\"1004\",\"WEEK 2\",\"12/Jan/2010\",\"PT\",\"Plasma\",22,\"s\",10,20,\n",
        "\"STU001\",\"1004\",\"WEEK 2\",\"12/Jan/2010\",\"RBC\",\"Whole blood\",0.48,\"10^6 /uL\",0.45,0.6,\n",
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        "\"STU001\",\"1004\",\"WEEK 2\",\"12/Jan/2010\",\"WBC\",\"Whole blood\",71000,\"/uL\",50000,100000,\n",
        "\"STU001\",\"1004\",\"WEEK 3\",\"18/Jan/2010\",\"BASO\",\"Whole blood\",1000,\"/uL\",0,1000,\n",
        "\"STU001\",\"1004\",\"WEEK 3\",\"18/Jan/2010\",\"EOS\",\"Whole blood\",600,\"/uL\",500,3000,\n",
        "\"STU001\",\"1004\",\"WEEK 3\",\"18/Jan/2010\",\"FIBRINO\",\"Plasma\",380,\"mg/dL\",150,350,\n",
        "\"STU001\",\"1004\",\"WEEK 3\",\"18/Jan/2010\",\"HCT\",\"Whole blood\",45,\"%\",38,54,\n",
        "\"STU001\",\"1004\",\"WEEK 3\",\"18/Jan/2010\",\"HGB\",\"Whole blood\",18,\"g/dL\",14,18,\n",
        "\"STU001\",\"1004\",\"WEEK 3\",\"18/Jan/2010\",\"LYM\",\"Whole blood\",17000,\"/uL\",10000,40000,\n",
        "\"STU001\",\"1004\",\"WEEK 3\",\"18/Jan/2010\",\"MCH\",\"Whole blood\",33,\"pg/cell\",27,32,\n",
        "\"STU001\",\"1004\",\"WEEK 3\",\"18/Jan/2010\",\"MCHC\",\"Whole blood\",39,\"g/dL\",33,36,\n",
        "\"STU001\",\"1004\",\"WEEK 3\",\"18/Jan/2010\",\"MCV\",\"Whole blood\",76,\"um^3\",80,94,\n",
        "\"STU001\",\"1004\",\"WEEK 3\",\"18/Jan/2010\",\"MONO\",\"Whole blood\",3000,\"/uL\",2000,8000,\n",
        "\"STU001\",\"1004\",\"WEEK 3\",\"18/Jan/2010\",\"NEUT\",\"Whole blood\",5700,\"/uL\",1800,7500,\n",
        "\"STU001\",\"1004\",\"WEEK 3\",\"18/Jan/2010\",\"NEUTSG\",\"Whole blood\",64000,\"/uL\",25000,60000,\n",
        "\"STU001\",\"1004\",\"WEEK 3\",\"18/Jan/2010\",\"PT\",\"Plasma\",9,\"s\",10,20,\n",
        "\"STU001\",\"1004\",\"WEEK 3\",\"18/Jan/2010\",\"RBC\",\"Whole blood\",0.55,\"10^6 /uL\",0.45,0.6,\n",
        "\"STU001\",\"1004\",\"WEEK 3\",\"18/Jan/2010\",\"RETI\",\"Whole blood\",34,\"10^3 /uL\",23,90,\n",
        "\"STU001\",\"1004\",\"WEEK 3\",\"18/Jan/2010\",\"WBC\",\"Whole blood\",51000,\"/uL\",50000,100000,\n",
        "\"STU001\",\"1004\",\"WEEK 4\",\"25/Jan/2010\",\"BASO\",\"Whole blood\",1000,\"/uL\",0,1000,\n",
        "\"STU001\",\"1004\",\"WEEK 4\",\"25/Jan/2010\",\"EOS\",\"Whole blood\",2900,\"/uL\",500,3000,\n",
        "\"STU001\",\"1004\",\"WEEK 4\",\"25/Jan/2010\",\"FIBRINO\",\"Plasma\",180,\"mg/dL\",150,350,\n",
        "\"STU001\",\"1004\",\"WEEK 4\",\"25/Jan/2010\",\"HCT\",\"Whole blood\",43,\"%\",38,54,\n",
        "\"STU001\",\"1004\",\"WEEK 4\",\"25/Jan/2010\",\"HGB\",\"Whole blood\",15,\"g/dL\",14,18,\n",
        "\"STU001\",\"1004\",\"WEEK 4\",\"25/Jan/2010\",\"LYM\",\"Whole blood\",16000,\"/uL\",10000,40000,\n",
        "\"STU001\",\"1004\",\"WEEK 4\",\"25/Jan/2010\",\"MCH\",\"Whole blood\",31,\"pg/cell\",27,32,\n",
        "\"STU001\",\"1004\",\"WEEK 4\",\"25/Jan/2010\",\"MCHC\",\"Whole blood\",37,\"g/dL\",33,36,\n",
        "\"STU001\",\"1004\",\"WEEK 4\",\"25/Jan/2010\",\"MCV\",\"Whole blood\",88,\"um^3\",80,94,\n",
        "\"STU001\",\"1004\",\"WEEK 4\",\"25/Jan/2010\",\"MONO\",\"Whole blood\",8000,\"/uL\",2000,8000,\n",
        "\"STU001\",\"1004\",\"WEEK 4\",\"25/Jan/2010\",\"NEUT\",\"Whole blood\",7600,\"/uL\",1800,7500,\n",
        "\"STU001\",\"1004\",\"WEEK 4\",\"25/Jan/2010\",\"NEUTSG\",\"Whole blood\",54000,\"/uL\",25000,60000,\n",
        "\"STU001\",\"1004\",\"WEEK 4\",\"25/Jan/2010\",\"PT\",\"Plasma\",11,\"s\",10,20,\n",
        "\"STU001\",\"1004\",\"WEEK 4\",\"25/Jan/2010\",\"RBC\",\"Whole blood\",0.59,\"10^6 /uL\",0.45,0.6,\n",
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        "\"STU001\",\"1004\",\"WEEK 4\",\"25/Jan/2010\",\"WBC\",\"Whole blood\",60000,\"/uL\",50000,100000,\n",
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        "\"STU001\",\"1005\",\"SCR\",\"02/Feb/2010\",\"MCH\",\"Whole blood\",28,\"pg/cell\",27,32,\n",
        "\"STU001\",\"1005\",\"SCR\",\"02/Feb/2010\",\"MCHC\",\"Whole blood\",37,\"g/dL\",33,36,\n",
        "\"STU001\",\"1005\",\"SCR\",\"02/Feb/2010\",\"MCV\",\"Whole blood\",78,\"um^3\",80,94,\n",
        "\"STU001\",\"1005\",\"SCR\",\"02/Feb/2010\",\"MONO\",\"Whole blood\",2000,\"/uL\",2000,8000,\n",
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        "\"STU001\",\"1005\",\"SCR\",\"02/Feb/2010\",\"NEUTSG\",\"Whole blood\",51000,\"/uL\",25000,60000,\n",
        "\"STU001\",\"1005\",\"SCR\",\"02/Feb/2010\",\"PT\",\"Plasma\",10,\"s\",10,20,\n",
        "\"STU001\",\"1005\",\"SCR\",\"02/Feb/2010\",\"RBC\",\"Whole blood\",0.56,\"10^6 /uL\",0.45,0.6,\n",
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        "\"STU001\",\"1005\",\"WEEK 1\",\"05/Feb/2010\",\"EOS\",\"Whole blood\",1400,\"/uL\",500,3000,\n",
        "\"STU001\",\"1005\",\"WEEK 1\",\"05/Feb/2010\",\"FIBRINO\",\"Plasma\",340,\"mg/dL\",150,350,\n",
        "\"STU001\",\"1005\",\"WEEK 1\",\"05/Feb/2010\",\"HCT\",\"Whole blood\",55,\"%\",38,54,\n",
        "\"STU001\",\"1005\",\"WEEK 1\",\"05/Feb/2010\",\"HGB\",\"Whole blood\",20,\"g/dL\",14,18,\n",
        "\"STU001\",\"1005\",\"WEEK 1\",\"05/Feb/2010\",\"LYM\",\"Whole blood\",41000,\"/uL\",10000,40000,\n",
        "\"STU001\",\"1005\",\"WEEK 1\",\"05/Feb/2010\",\"MCH\",\"Whole blood\",31,\"pg/cell\",27,32,\n",
        "\"STU001\",\"1005\",\"WEEK 1\",\"05/Feb/2010\",\"MCHC\",\"Whole blood\",38,\"g/dL\",33,36,\n",
        "\"STU001\",\"1005\",\"WEEK 1\",\"05/Feb/2010\",\"MCV\",\"Whole blood\",100,\"um^3\",80,94,\n",
        "\"STU001\",\"1005\",\"WEEK 1\",\"05/Feb/2010\",\"MONO\",\"Whole blood\",6000,\"/uL\",2000,8000,\n",
        "\"STU001\",\"1005\",\"WEEK 1\",\"05/Feb/2010\",\"NEUT\",\"Whole blood\",5500,\"/uL\",1800,7500,\n",
        "\"STU001\",\"1005\",\"WEEK 1\",\"05/Feb/2010\",\"NEUTSG\",\"Whole blood\",60000,\"/uL\",25000,60000,\n",
        "\"STU001\",\"1005\",\"WEEK 1\",\"05/Feb/2010\",\"PT\",\"Plasma\",16,\"s\",10,20,\n",
        "\"STU001\",\"1005\",\"WEEK 1\",\"05/Feb/2010\",\"RBC\",\"Whole blood\",0.52,\"10^6 /uL\",0.45,0.6,\n",
        "\"STU001\",\"1005\",\"WEEK 1\",\"05/Feb/2010\",\"RETI\",\"Whole blood\",29,\"10^3 /uL\",23,90,\n",
        "\"STU001\",\"1005\",\"WEEK 1\",\"05/Feb/2010\",\"WBC\",\"Whole blood\",68000,\"/uL\",50000,100000,\n",
        "\"STU001\",\"1005\",\"WEEK 2\",\"12/Feb/2010\",\"BASO\",\"Whole blood\",1000,\"/uL\",0,1000,\n",
        "\"STU001\",\"1005\",\"WEEK 2\",\"12/Feb/2010\",\"EOS\",\"Whole blood\",2700,\"/uL\",500,3000,\n",
        "\"STU001\",\"1005\",\"WEEK 2\",\"12/Feb/2010\",\"FIBRINO\",\"Plasma\",230,\"mg/dL\",150,350,\n",
        "\"STU001\",\"1005\",\"WEEK 2\",\"12/Feb/2010\",\"HCT\",\"Whole blood\",50,\"%\",38,54,\n",
        "\"STU001\",\"1005\",\"WEEK 2\",\"12/Feb/2010\",\"HGB\",\"Whole blood\",20,\"g/dL\",14,18,\n",
        "\"STU001\",\"1005\",\"WEEK 2\",\"12/Feb/2010\",\"LYM\",\"Whole blood\",21000,\"/uL\",10000,40000,\n",
        "\"STU001\",\"1005\",\"WEEK 2\",\"12/Feb/2010\",\"MCH\",\"Whole blood\",25,\"pg/cell\",27,32,\n",
        "\"STU001\",\"1005\",\"WEEK 2\",\"12/Feb/2010\",\"MCHC\",\"Whole blood\",38,\"g/dL\",33,36,\n",
        "\"STU001\",\"1005\",\"WEEK 2\",\"12/Feb/2010\",\"MCV\",\"Whole blood\",79,\"um^3\",80,94,\n",
        "\"STU001\",\"1005\",\"WEEK 2\",\"12/Feb/2010\",\"MONO\",\"Whole blood\",8000,\"/uL\",2000,8000,\n",
        "\"STU001\",\"1005\",\"WEEK 2\",\"12/Feb/2010\",\"NEUT\",\"Whole blood\",7200,\"/uL\",1800,7500,\n",
        "\"STU001\",\"1005\",\"WEEK 2\",\"12/Feb/2010\",\"NEUTSG\",\"Whole blood\",46000,\"/uL\",25000,60000,\n",
        "\"STU001\",\"1005\",\"WEEK 2\",\"12/Feb/2010\",\"PT\",\"Plasma\",16,\"s\",10,20,\n",
        "\"STU001\",\"1005\",\"WEEK 2\",\"12/Feb/2010\",\"RBC\",\"Whole blood\",0.46,\"10^6 /uL\",0.45,0.6,\n",
        "\"STU001\",\"1005\",\"WEEK 2\",\"12/Feb/2010\",\"RETI\",\"Whole blood\",51,\"10^3 /uL\",23,90,\n",
        "\"STU001\",\"1005\",\"WEEK 2\",\"12/Feb/2010\",\"WBC\",\"Whole blood\",80000,\"/uL\",50000,100000,\n",
        "\"STU001\",\"1005\",\"WEEK 3\",\"19/Feb/2010\",\"BASO\",\"Whole blood\",0,\"/uL\",0,1000,\n",
        "\"STU001\",\"1005\",\"WEEK 3\",\"19/Feb/2010\",\"EOS\",\"Whole blood\",500,\"/uL\",500,3000,\n",
        "\"STU001\",\"1005\",\"WEEK 3\",\"19/Feb/2010\",\"FIBRINO\",\"Plasma\",230,\"mg/dL\",150,350,\n",
        "\"STU001\",\"1005\",\"WEEK 3\",\"19/Feb/2010\",\"HCT\",\"Whole blood\",42,\"%\",38,54,\n",
        "\"STU001\",\"1005\",\"WEEK 3\",\"19/Feb/2010\",\"HGB\",\"Whole blood\",15,\"g/dL\",14,18,\n",
        "\"STU001\",\"1005\",\"WEEK 3\",\"19/Feb/2010\",\"LYM\",\"Whole blood\",27000,\"/uL\",10000,40000,\n",
        "\"STU001\",\"1005\",\"WEEK 3\",\"19/Feb/2010\",\"MCH\",\"Whole blood\",32,\"pg/cell\",27,32,\n",
        "\"STU001\",\"1005\",\"WEEK 3\",\"19/Feb/2010\",\"MCHC\",\"Whole blood\",38,\"g/dL\",33,36,\n",
        "\"STU001\",\"1005\",\"WEEK 3\",\"19/Feb/2010\",\"MCV\",\"Whole blood\",77,\"um^3\",80,94,\n",
        "\"STU001\",\"1005\",\"WEEK 3\",\"19/Feb/2010\",\"MONO\",\"Whole blood\",7000,\"/uL\",2000,8000,\n",
        "\"STU001\",\"1005\",\"WEEK 3\",\"19/Feb/2010\",\"NEUT\",\"Whole blood\",3200,\"/uL\",1800,7500,\n",
        "\"STU001\",\"1005\",\"WEEK 3\",\"19/Feb/2010\",\"NEUTSG\",\"Whole blood\",25000,\"/uL\",25000,60000,\n",
        "\"STU001\",\"1005\",\"WEEK 3\",\"19/Feb/2010\",\"PT\",\"Plasma\",19,\"s\",10,20,\n",
        "\"STU001\",\"1005\",\"WEEK 3\",\"19/Feb/2010\",\"RBC\",\"Whole blood\",0.63,\"10^6 /uL\",0.45,0.6,\n",
        "\"STU001\",\"1005\",\"WEEK 3\",\"19/Feb/2010\",\"RETI\",\"Whole blood\",43,\"10^3 /uL\",23,90,\n",
        "\"STU001\",\"1005\",\"WEEK 3\",\"19/Feb/2010\",\"WBC\",\"Whole blood\",99000,\"/uL\",50000,100000,\n",
        "\"STU001\",\"1006\",\"SCR\",\"27/Feb/2010\",\"BASO\",\"Whole blood\",1000,\"/uL\",0,1000,\n",
        "\"STU001\",\"1006\",\"SCR\",\"27/Feb/2010\",\"EOS\",\"Whole blood\",1500,\"/uL\",500,3000,\n",
        "\"STU001\",\"1006\",\"SCR\",\"27/Feb/2010\",\"FIBRINO\",\"Plasma\",370,\"mg/dL\",150,350,\n",
        "\"STU001\",\"1006\",\"SCR\",\"27/Feb/2010\",\"HCT\",\"Whole blood\",37,\"%\",38,54,\n",
        "\"STU001\",\"1006\",\"SCR\",\"27/Feb/2010\",\"HGB\",\"Whole blood\",15,\"g/dL\",14,18,\n",
        "\"STU001\",\"1006\",\"SCR\",\"27/Feb/2010\",\"LYM\",\"Whole blood\",35000,\"/uL\",10000,40000,\n",
        "\"STU001\",\"1006\",\"SCR\",\"27/Feb/2010\",\"MCH\",\"Whole blood\",24,\"pg/cell\",27,32,\n",
        "\"STU001\",\"1006\",\"SCR\",\"27/Feb/2010\",\"MCHC\",\"Whole blood\",37,\"g/dL\",33,36,\n",
        "\"STU001\",\"1006\",\"SCR\",\"27/Feb/2010\",\"MCV\",\"Whole blood\",91,\"um^3\",80,94,\n",
        "\"STU001\",\"1006\",\"SCR\",\"27/Feb/2010\",\"MONO\",\"Whole blood\",5000,\"/uL\",2000,8000,\n",
        "\"STU001\",\"1006\",\"SCR\",\"27/Feb/2010\",\"NEUT\",\"Whole blood\",3500,\"/uL\",1800,7500,\n",
        "\"STU001\",\"1006\",\"SCR\",\"27/Feb/2010\",\"NEUTSG\",\"Whole blood\",25000,\"/uL\",25000,60000,\n",
        "\"STU001\",\"1006\",\"SCR\",\"27/Feb/2010\",\"PT\",\"Plasma\",12,\"s\",10,20,\n",
        "\"STU001\",\"1006\",\"SCR\",\"27/Feb/2010\",\"RBC\",\"Whole blood\",0.6,\"10^6 /uL\",0.45,0.6,\n",
        "\"STU001\",\"1006\",\"SCR\",\"27/Feb/2010\",\"RETI\",\"Whole blood\",46,\"10^3 /uL\",23,90,\n",
        "\"STU001\",\"1006\",\"SCR\",\"27/Feb/2010\",\"WBC\",\"Whole blood\",71000,\"/uL\",50000,100000,\n",
        "\"STU001\",\"1006\",\"WEEK 1\",\"02/Mar/2010\",\"BASO\",\"Whole blood\",0,\"/uL\",0,1000,\n",
        "\"STU001\",\"1006\",\"WEEK 1\",\"02/Mar/2010\",\"EOS\",\"Whole blood\",3000,\"/uL\",500,3000,\n",
        "\"STU001\",\"1006\",\"WEEK 1\",\"02/Mar/2010\",\"FIBRINO\",\"Plasma\",210,\"mg/dL\",150,350,\n",
        "\"STU001\",\"1006\",\"WEEK 1\",\"02/Mar/2010\",\"HCT\",\"Whole blood\",37,\"%\",38,54,\n",
        "\"STU001\",\"1006\",\"WEEK 1\",\"02/Mar/2010\",\"HGB\",\"Whole blood\",16,\"g/dL\",14,18,\n",
        "\"STU001\",\"1006\",\"WEEK 1\",\"02/Mar/2010\",\"LYM\",\"Whole blood\",18000,\"/uL\",10000,40000,\n",
        "\"STU001\",\"1006\",\"WEEK 1\",\"02/Mar/2010\",\"MCH\",\"Whole blood\",32,\"pg/cell\",27,32,\n",
        "\"STU001\",\"1006\",\"WEEK 1\",\"02/Mar/2010\",\"MCHC\",\"Whole blood\",32,\"g/dL\",33,36,\n",
        "\"STU001\",\"1006\",\"WEEK 1\",\"02/Mar/2010\",\"MCV\",\"Whole blood\",73,\"um^3\",80,94,\n",
        "\"STU001\",\"1006\",\"WEEK 1\",\"02/Mar/2010\",\"MONO\",\"Whole blood\",2000,\"/uL\",2000,8000,\n",
        "\"STU001\",\"1006\",\"WEEK 1\",\"02/Mar/2010\",\"NEUT\",\"Whole blood\",5300,\"/uL\",1800,7500,\n",
        "\"STU001\",\"1006\",\"WEEK 1\",\"02/Mar/2010\",\"NEUTSG\",\"Whole blood\",33000,\"/uL\",25000,60000,\n",
        "\"STU001\",\"1006\",\"WEEK 1\",\"02/Mar/2010\",\"PT\",\"Plasma\",14,\"s\",10,20,\n",
        "\"STU001\",\"1006\",\"WEEK 1\",\"02/Mar/2010\",\"RBC\",\"Whole blood\",0.48,\"10^6 /uL\",0.45,0.6,\n",
        "\"STU001\",\"1006\",\"WEEK 1\",\"02/Mar/2010\",\"RETI\",\"Whole blood\",38,\"10^3 /uL\",23,90,\n",
        "\"STU001\",\"1006\",\"WEEK 1\",\"02/Mar/2010\",\"WBC\",\"Whole blood\",65000,\"/uL\",50000,100000,\n",
        "\"STU001\",\"1006\",\"WEEK 2\",\"10/Mar/2010\",\"BASO\",\"Whole blood\",1000,\"/uL\",0,1000,\n",
        "\"STU001\",\"1006\",\"WEEK 2\",\"10/Mar/2010\",\"EOS\",\"Whole blood\",1200,\"/uL\",500,3000,\n",
        "\"STU001\",\"1006\",\"WEEK 2\",\"10/Mar/2010\",\"FIBRINO\",\"Plasma\",150,\"mg/dL\",150,350,\n",
        "\"STU001\",\"1006\",\"WEEK 2\",\"10/Mar/2010\",\"HCT\",\"Whole blood\",44,\"%\",38,54,\n",
        "\"STU001\",\"1006\",\"WEEK 2\",\"10/Mar/2010\",\"HGB\",\"Whole blood\",14,\"g/dL\",14,18,\n",
        "\"STU001\",\"1006\",\"WEEK 2\",\"10/Mar/2010\",\"LYM\",\"Whole blood\",31000,\"/uL\",10000,40000,\n",
        "\"STU001\",\"1006\",\"WEEK 2\",\"10/Mar/2010\",\"MCH\",\"Whole blood\",34,\"pg/cell\",27,32,\n",
        "\"STU001\",\"1006\",\"WEEK 2\",\"10/Mar/2010\",\"MCHC\",\"Whole blood\",32,\"g/dL\",33,36,\n",
        "\"STU001\",\"1006\",\"WEEK 2\",\"10/Mar/2010\",\"MCV\",\"Whole blood\",73,\"um^3\",80,94,\n",
        "\"STU001\",\"1006\",\"WEEK 2\",\"10/Mar/2010\",\"MONO\",\"Whole blood\",9000,\"/uL\",2000,8000,\n",
        "\"STU001\",\"1006\",\"WEEK 2\",\"10/Mar/2010\",\"NEUT\",\"Whole blood\",6200,\"/uL\",1800,7500,\n",
        "\"STU001\",\"1006\",\"WEEK 2\",\"10/Mar/2010\",\"NEUTSG\",\"Whole blood\",47000,\"/uL\",25000,60000,\n",
        "\"STU001\",\"1006\",\"WEEK 2\",\"10/Mar/2010\",\"PT\",\"Plasma\",18,\"s\",10,20,\n",
        "\"STU001\",\"1006\",\"WEEK 2\",\"10/Mar/2010\",\"RBC\",\"Whole blood\",0.51,\"10^6 /uL\",0.45,0.6,\n",
        "\"STU001\",\"1006\",\"WEEK 2\",\"10/Mar/2010\",\"RETI\",\"Whole blood\",53,\"10^3 /uL\",23,90,\n",
        "\"STU001\",\"1006\",\"WEEK 2\",\"10/Mar/2010\",\"WBC\",\"Whole blood\",59000,\"/uL\",50000,100000,\n",
        "\"STU001\",\"1007\",\"SCR\",\"12/Apr/2010\",\"BASO\",\"Whole blood\",1000,\"/uL\",0,1000,\n",
        "\"STU001\",\"1007\",\"SCR\",\"12/Apr/2010\",\"EOS\",\"Whole blood\",2100,\"/uL\",500,3000,\n",
        "\"STU001\",\"1007\",\"SCR\",\"12/Apr/2010\",\"FIBRINO\",\"Plasma\",190,\"mg/dL\",150,350,\n",
        "\"STU001\",\"1007\",\"SCR\",\"12/Apr/2010\",\"HCT\",\"Whole blood\",55,\"%\",38,54,\n",
        "\"STU001\",\"1007\",\"SCR\",\"12/Apr/2010\",\"HGB\",\"Whole blood\",15,\"g/dL\",14,18,\n",
        "\"STU001\",\"1007\",\"SCR\",\"12/Apr/2010\",\"LYM\",\"Whole blood\",38000,\"/uL\",10000,40000,\n",
        "\"STU001\",\"1007\",\"SCR\",\"12/Apr/2010\",\"MCH\",\"Whole blood\",29,\"pg/cell\",27,32,\n",
        "\"STU001\",\"1007\",\"SCR\",\"12/Apr/2010\",\"MCHC\",\"Whole blood\",31,\"g/dL\",33,36,\n",
        "\"STU001\",\"1007\",\"SCR\",\"12/Apr/2010\",\"MCV\",\"Whole blood\",74,\"um^3\",80,94,\n",
        "\"STU001\",\"1007\",\"SCR\",\"12/Apr/2010\",\"MONO\",\"Whole blood\",7000,\"/uL\",2000,8000,\n",
        "\"STU001\",\"1007\",\"SCR\",\"12/Apr/2010\",\"NEUT\",\"Whole blood\",7700,\"/uL\",1800,7500,\n",
        "\"STU001\",\"1007\",\"SCR\",\"12/Apr/2010\",\"NEUTSG\",\"Whole blood\",46000,\"/uL\",25000,60000,\n",
        "\"STU001\",\"1007\",\"SCR\",\"12/Apr/2010\",\"PT\",\"Plasma\",21,\"s\",10,20,\n",
        "\"STU001\",\"1007\",\"SCR\",\"12/Apr/2010\",\"RBC\",\"Whole blood\",0.46,\"10^6 /uL\",0.45,0.6,\n",
        "\"STU001\",\"1007\",\"SCR\",\"12/Apr/2010\",\"RETI\",\"Whole blood\",65,\"10^3 /uL\",23,90,\n",
        "\"STU001\",\"1007\",\"SCR\",\"12/Apr/2010\",\"WBC\",\"Whole blood\",103000,\"/uL\",50000,100000,\n",
        "\"STU001\",\"1007\",\"WEEK 1\",\"15/Apr/2010\",\"BASO\",\"Whole blood\",1000,\"/uL\",0,1000,\n",
        "\"STU001\",\"1007\",\"WEEK 1\",\"15/Apr/2010\",\"EOS\",\"Whole blood\",2600,\"/uL\",500,3000,\n",
        "\"STU001\",\"1007\",\"WEEK 1\",\"15/Apr/2010\",\"FIBRINO\",\"Plasma\",280,\"mg/dL\",150,350,\n",
        "\"STU001\",\"1007\",\"WEEK 1\",\"15/Apr/2010\",\"HCT\",\"Whole blood\",40,\"%\",38,54,\n",
        "\"STU001\",\"1007\",\"WEEK 1\",\"15/Apr/2010\",\"HGB\",\"Whole blood\",14,\"g/dL\",14,18,\n",
        "\"STU001\",\"1007\",\"WEEK 1\",\"15/Apr/2010\",\"LYM\",\"Whole blood\",13000,\"/uL\",10000,40000,\n",
        "\"STU001\",\"1007\",\"WEEK 1\",\"15/Apr/2010\",\"MCH\",\"Whole blood\",32,\"pg/cell\",27,32,\n",
        "\"STU001\",\"1007\",\"WEEK 1\",\"15/Apr/2010\",\"MCHC\",\"Whole blood\",36,\"g/dL\",33,36,\n",
        "\"STU001\",\"1007\",\"WEEK 1\",\"15/Apr/2010\",\"MCV\",\"Whole blood\",95,\"um^3\",80,94,\n",
        "\"STU001\",\"1007\",\"WEEK 1\",\"15/Apr/2010\",\"MONO\",\"Whole blood\",4000,\"/uL\",2000,8000,\n",
        "\"STU001\",\"1007\",\"WEEK 1\",\"15/Apr/2010\",\"NEUT\",\"Whole blood\",7300,\"/uL\",1800,7500,\n",
        "\"STU001\",\"1007\",\"WEEK 1\",\"15/Apr/2010\",\"NEUTSG\",\"Whole blood\",48000,\"/uL\",25000,60000,\n",
        "\"STU001\",\"1007\",\"WEEK 1\",\"15/Apr/2010\",\"PT\",\"Plasma\",15,\"s\",10,20,\n",
        "\"STU001\",\"1007\",\"WEEK 1\",\"15/Apr/2010\",\"RBC\",\"Whole blood\",0.47,\"10^6 /uL\",0.45,0.6,\n",
        "\"STU001\",\"1007\",\"WEEK 1\",\"15/Apr/2010\",\"RETI\",\"Whole blood\",82,\"10^3 /uL\",23,90,\n",
        "\"STU001\",\"1007\",\"WEEK 1\",\"15/Apr/2010\",\"WBC\",\"Whole blood\",52000,\"/uL\",50000,100000,\n",
        "\"STU001\",\"1007\",\"WEEK 2\",\"22/Apr/2010\",\"BASO\",\"Whole blood\",1000,\"/uL\",0,1000,\n",
        "\"STU001\",\"1007\",\"WEEK 2\",\"22/Apr/2010\",\"EOS\",\"Whole blood\",2600,\"/uL\",500,3000,\n",
        "\"STU001\",\"1007\",\"WEEK 2\",\"22/Apr/2010\",\"FIBRINO\",\"Plasma\",350,\"mg/dL\",150,350,\n",
        "\"STU001\",\"1007\",\"WEEK 2\",\"22/Apr/2010\",\"HCT\",\"Whole blood\",42,\"%\",38,54,\n",
        "\"STU001\",\"1007\",\"WEEK 2\",\"22/Apr/2010\",\"HGB\",\"Whole blood\",14,\"g/dL\",14,18,\n",
        "\"STU001\",\"1007\",\"WEEK 2\",\"22/Apr/2010\",\"LYM\",\"Whole blood\",41000,\"/uL\",10000,40000,\n",
        "\"STU001\",\"1007\",\"WEEK 2\",\"22/Apr/2010\",\"MCH\",\"Whole blood\",29,\"pg/cell\",27,32,\n",
        "\"STU001\",\"1007\",\"WEEK 2\",\"22/Apr/2010\",\"MCHC\",\"Whole blood\",32,\"g/dL\",33,36,\n",
        "\"STU001\",\"1007\",\"WEEK 2\",\"22/Apr/2010\",\"MCV\",\"Whole blood\",94,\"um^3\",80,94,\n",
        "\"STU001\",\"1007\",\"WEEK 2\",\"22/Apr/2010\",\"MONO\",\"Whole blood\",3000,\"/uL\",2000,8000,\n",
        "\"STU001\",\"1007\",\"WEEK 2\",\"22/Apr/2010\",\"NEUT\",\"Whole blood\",7200,\"/uL\",1800,7500,\n",
        "\"STU001\",\"1007\",\"WEEK 2\",\"22/Apr/2010\",\"NEUTSG\",\"Whole blood\",37000,\"/uL\",25000,60000,\n",
        "\"STU001\",\"1007\",\"WEEK 2\",\"22/Apr/2010\",\"PT\",\"Plasma\",10,\"s\",10,20,\n",
        "\"STU001\",\"1007\",\"WEEK 2\",\"22/Apr/2010\",\"RBC\",\"Whole blood\",0.48,\"10^6 /uL\",0.45,0.6,\n",
        "\"STU001\",\"1007\",\"WEEK 2\",\"22/Apr/2010\",\"RETI\",\"Whole blood\",31,\"10^3 /uL\",23,90,\n",
        "\"STU001\",\"1007\",\"WEEK 2\",\"22/Apr/2010\",\"WBC\",\"Whole blood\",93000,\"/uL\",50000,100000,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"BASO\",\"Whole blood\",1000,\"/uL\",0,1000,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"EOS\",\"Whole blood\",2600,\"/uL\",500,3000,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"FIBRINO\",\"Plasma\",200,\"mg/dL\",150,350,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"HCT\",\"Whole blood\",48,\"%\",38,54,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"HGB\",\"Whole blood\",15,\"g/dL\",14,18,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"LYM\",\"Whole blood\",25000,\"/uL\",10000,40000,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"MCH\",\"Whole blood\",28,\"pg/cell\",27,32,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"MCHC\",\"Whole blood\",38,\"g/dL\",33,36,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"MCV\",\"Whole blood\",99,\"um^3\",80,94,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"MONO\",\"Whole blood\",7000,\"/uL\",2000,8000,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"NEUT\",\"Whole blood\",5000,\"/uL\",1800,7500,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"NEUTSG\",\"Whole blood\",42000,\"/uL\",25000,60000,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"PT\",\"Plasma\",17,\"s\",10,20,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"RBC\",\"Whole blood\",0.53,\"10^6 /uL\",0.45,0.6,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"RETI\",\"Whole blood\",24,\"10^3 /uL\",23,90,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"WBC\",\"Whole blood\",86000,\"/uL\",50000,100000,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"BASO\",\"Whole blood\",0,\"/uL\",0,1000,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"EOS\",\"Whole blood\",1400,\"/uL\",500,3000,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"FIBRINO\",\"Plasma\",300,\"mg/dL\",150,350,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"HCT\",\"Whole blood\",50,\"%\",38,54,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"HGB\",\"Whole blood\",15,\"g/dL\",14,18,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"LYM\",\"Whole blood\",24000,\"/uL\",10000,40000,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"MCH\",\"Whole blood\",26,\"pg/cell\",27,32,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"MCHC\",\"Whole blood\",31,\"g/dL\",33,36,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"MCV\",\"Whole blood\",82,\"um^3\",80,94,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"MONO\",\"Whole blood\",3000,\"/uL\",2000,8000,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"NEUT\",\"Whole blood\",4300,\"/uL\",1800,7500,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"NEUTSG\",\"Whole blood\",63000,\"/uL\",25000,60000,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"PT\",\"Plasma\",18,\"s\",10,20,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"RBC\",\"Whole blood\",0.46,\"10^6 /uL\",0.45,0.6,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"RETI\",\"Whole blood\",77,\"10^3 /uL\",23,90,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"WBC\",\"Whole blood\",67000,\"/uL\",50000,100000,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"BASO\",\"Whole blood\",0,\"/uL\",0,1000,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"EOS\",\"Whole blood\",1500,\"/uL\",500,3000,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"FIBRINO\",\"Plasma\",150,\"mg/dL\",150,350,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"HCT\",\"Whole blood\",51,\"%\",38,54,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"HGB\",\"Whole blood\",19,\"g/dL\",14,18,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"LYM\",\"Whole blood\",13000,\"/uL\",10000,40000,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"MCH\",\"Whole blood\",31,\"pg/cell\",27,32,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"MCHC\",\"Whole blood\",36,\"g/dL\",33,36,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"MCV\",\"Whole blood\",96,\"um^3\",80,94,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"MONO\",\"Whole blood\",3000,\"/uL\",2000,8000,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"NEUT\",\"Whole blood\",2400,\"/uL\",1800,7500,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"NEUTSG\",\"Whole blood\",25000,\"/uL\",25000,60000,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"PT\",\"Plasma\",11,\"s\",10,20,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"RBC\",\"Whole blood\",0.46,\"10^6 /uL\",0.45,0.6,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"RETI\",\"Whole blood\",55,\"10^3 /uL\",23,90,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"WBC\",\"Whole blood\",109000,\"/uL\",50000,100000,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"BASO\",\"Whole blood\",1000,\"/uL\",0,1000,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"EOS\",\"Whole blood\",2300,\"/uL\",500,3000,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"FIBRINO\",\"Plasma\",250,\"mg/dL\",150,350,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"HCT\",\"Whole blood\",50,\"%\",38,54,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"HGB\",\"Whole blood\",15,\"g/dL\",14,18,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"LYM\",\"Whole blood\",16000,\"/uL\",10000,40000,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"MCH\",\"Whole blood\",34,\"pg/cell\",27,32,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"MCHC\",\"Whole blood\",33,\"g/dL\",33,36,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"MCV\",\"Whole blood\",88,\"um^3\",80,94,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"MONO\",\"Whole blood\",3000,\"/uL\",2000,8000,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"NEUT\",\"Whole blood\",3700,\"/uL\",1800,7500,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"NEUTSG\",\"Whole blood\",32000,\"/uL\",25000,60000,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"PT\",\"Plasma\",22,\"s\",10,20,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"RBC\",\"Whole blood\",0.59,\"10^6 /uL\",0.45,0.6,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"RETI\",\"Whole blood\",74,\"10^3 /uL\",23,90,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"WBC\",\"Whole blood\",59000,\"/uL\",50000,100000,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"BASO\",\"Whole blood\",0,\"/uL\",0,1000,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"EOS\",\"Whole blood\",2600,\"/uL\",500,3000,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"FIBRINO\",\"Plasma\",330,\"mg/dL\",150,350,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"HCT\",\"Whole blood\",51,\"%\",38,54,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"HGB\",\"Whole blood\",17,\"g/dL\",14,18,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"LYM\",\"Whole blood\",27000,\"/uL\",10000,40000,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"MCH\",\"Whole blood\",31,\"pg/cell\",27,32,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"MCHC\",\"Whole blood\",39,\"g/dL\",33,36,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"MCV\",\"Whole blood\",76,\"um^3\",80,94,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"MONO\",\"Whole blood\",5000,\"/uL\",2000,8000,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"NEUT\",\"Whole blood\",4500,\"/uL\",1800,7500,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"NEUTSG\",\"Whole blood\",31000,\"/uL\",25000,60000,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"PT\",\"Plasma\",14,\"s\",10,20,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"RBC\",\"Whole blood\",0.51,\"10^6 /uL\",0.45,0.6,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"RETI\",\"Whole blood\",53,\"10^3 /uL\",23,90,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"WBC\",\"Whole blood\",105000,\"/uL\",50000,100000,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"BASO\",\"Whole blood\",0,\"/uL\",0,1000,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"EOS\",\"Whole blood\",2700,\"/uL\",500,3000,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"FIBRINO\",\"Plasma\",260,\"mg/dL\",150,350,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"HCT\",\"Whole blood\",46,\"%\",38,54,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"HGB\",\"Whole blood\",16,\"g/dL\",14,18,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"LYM\",\"Whole blood\",42000,\"/uL\",10000,40000,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"MCH\",\"Whole blood\",29,\"pg/cell\",27,32,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"MCHC\",\"Whole blood\",32,\"g/dL\",33,36,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"MCV\",\"Whole blood\",92,\"um^3\",80,94,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"MONO\",\"Whole blood\",7000,\"/uL\",2000,8000,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"NEUT\",\"Whole blood\",4400,\"/uL\",1800,7500,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"NEUTSG\",\"Whole blood\",31000,\"/uL\",25000,60000,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"PT\",\"Plasma\",22,\"s\",10,20,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"RBC\",\"Whole blood\",0.6,\"10^6 /uL\",0.45,0.6,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"RETI\",\"Whole blood\",76,\"10^3 /uL\",23,90,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"WBC\",\"Whole blood\",61000,\"/uL\",50000,100000,\n",
        ")\n",
        "\n",
        "lab_chem<-tribble(\n",
        "~study,~pt,~folder,~lbdt_raw,~lbtm_raw,~test,~specimen,~coll_rslt,~coll_unit,~lower,~upper,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"\",\"ALB\",\"Serum\",3,\"g/dL\",4,6,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"\",\"ALP\",\"Serum\",10299,\"U/L\",2994,9581,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"\",\"ALT\",\"Serum\",2395,\"U/L\",599,2395,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"\",\"AMYLASE\",\"Serum\",7485,\"U/L\",3174,7365,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"\",\"AST\",\"Serum\",1078,\"U/L\",599,2395,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"\",\"BICARB\",\"Serum\",20,\"mEq/L\",18,30,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"\",\"BILDIR\",\"Serum\",0.3,\"mg/dL\",0,0.3,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"\",\"BILI\",\"Serum\",1.29,\"mg/dL\",0.1,1.2,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"\",\"CA\",\"Serum\",8.92,\"mg/dL\",8.5,10.5,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"\",\"CACR\",\"Serum\",8.27,\"mg/dL\",8.5,10.5,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"\",\"CHOL\",\"Serum\",162.55,\"mg/dL\",149.81,198.84,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"\",\"CL\",\"Serum\",91,\"mEq/L\",98,106,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"\",\"CREAT\",\"Serum\",1.78,\"mg/dL\",1,2,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"\",\"GGT\",\"Serum\",28.56,\"U/L\",8,78,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"\",\"HDL\",\"Serum\",40.15,\"mg/dL\",40.15,0,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"\",\"K\",\"Serum\",5.9,\"mEq/L\",3.5,5.5,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"\",\"LDH\",\"Serum\",99.4,\"U/L\",59.88,100,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"\",\"LDL\",\"Serum\",107.34,\"mg/dL\",0,129.73,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"\",\"MG\",\"Serum\",1.77,\"mg/dL\",1.8,3.6,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"\",\"PHOS\",\"Serum\",4.22,\"mg/dL\",3,4.49,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"\",\"PROT\",\"Serum\",6,\"g/dL\",6,8,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"\",\"SODIUM\",\"Serum\",126,\"mEq/L\",135,147,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"\",\"TRIG\",\"Serum\",119.74,\"mg/dL\",40,200,\n",
        "\"STU001\",\"1004\",\"SCR\",\"02/Jan/2010\",\"\",\"UREAN\",\"Serum\",17.6,\"mg/dL\",8.1,19.9,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"\",\"ALB\",\"Serum\",4,\"g/dL\",4,6,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"\",\"ALP\",\"Serum\",8623,\"U/L\",2994,9581,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"\",\"ALT\",\"Serum\",1916,\"U/L\",599,2395,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"\",\"AMYLASE\",\"Serum\",5569,\"U/L\",3174,7365,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"\",\"AST\",\"Serum\",1078,\"U/L\",599,2395,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"\",\"BICARB\",\"Serum\",25,\"mEq/L\",18,30,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"\",\"BILDIR\",\"Serum\",0.1,\"mg/dL\",0,0.3,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"\",\"BILI\",\"Serum\",0.85,\"mg/dL\",0.1,1.2,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"\",\"CA\",\"Serum\",8.88,\"mg/dL\",8.5,10.5,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"\",\"CACR\",\"Serum\",9.9,\"mg/dL\",8.5,10.5,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"\",\"CHOL\",\"Serum\",192.28,\"mg/dL\",149.81,198.84,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"\",\"CL\",\"Serum\",113,\"mEq/L\",98,106,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"\",\"CREAT\",\"Serum\",1.66,\"mg/dL\",1,2,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"\",\"GGT\",\"Serum\",33.41,\"U/L\",8,78,\n",
        "\"STU001\",\"1004\",\"WEEK 1\",\"05/Jan/2010\",\"\",\"HDL\",\"Serum\",36.68,\"mg/dL\",40.15,0,\n",
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        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"\",\"ALB\",\"Serum\",6,\"g/dL\",4,6,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"\",\"ALP\",\"Serum\",8263,\"U/L\",2994,9581,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"\",\"ALT\",\"Serum\",958,\"U/L\",599,2395,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"\",\"AMYLASE\",\"Serum\",6587,\"U/L\",3174,7365,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"\",\"AST\",\"Serum\",1916,\"U/L\",599,2395,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"\",\"BICARB\",\"Serum\",27,\"mEq/L\",18,30,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"\",\"BILDIR\",\"Serum\",0,\"mg/dL\",0,0.3,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"\",\"BILI\",\"Serum\",0.65,\"mg/dL\",0.1,1.2,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"\",\"CA\",\"Serum\",8.87,\"mg/dL\",8.5,10.5,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"\",\"CACR\",\"Serum\",10.71,\"mg/dL\",8.5,10.5,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"\",\"CHOL\",\"Serum\",144.02,\"mg/dL\",149.81,198.84,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"\",\"CL\",\"Serum\",112,\"mEq/L\",98,106,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"\",\"CREAT\",\"Serum\",1.2,\"mg/dL\",1,2,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"\",\"GGT\",\"Serum\",39.7,\"U/L\",8,78,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"\",\"HDL\",\"Serum\",39.38,\"mg/dL\",40.15,0,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"\",\"K\",\"Serum\",4.2,\"mEq/L\",3.5,5.5,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"\",\"LDH\",\"Serum\",95.81,\"U/L\",59.88,100,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"\",\"LDL\",\"Serum\",89.96,\"mg/dL\",0,129.73,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"\",\"MG\",\"Serum\",3.96,\"mg/dL\",1.8,3.6,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"\",\"PHOS\",\"Serum\",3.47,\"mg/dL\",3,4.49,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"\",\"PROT\",\"Serum\",7,\"g/dL\",6,8,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"\",\"SODIUM\",\"Serum\",138,\"mEq/L\",135,147,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"\",\"TRIG\",\"Serum\",209.12,\"mg/dL\",40,200,\n",
        "\"STU001\",\"1007\",\"WEEK 3\",\"29/Apr/2010\",\"\",\"UREAN\",\"Serum\",18.5,\"mg/dL\",8.1,19.9,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"\",\"ALB\",\"Serum\",6,\"g/dL\",4,6,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"\",\"ALP\",\"Serum\",5868,\"U/L\",2994,9581,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"\",\"ALT\",\"Serum\",2096,\"U/L\",599,2395,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"\",\"AMYLASE\",\"Serum\",4910,\"U/L\",3174,7365,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"\",\"AST\",\"Serum\",958,\"U/L\",599,2395,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"\",\"BICARB\",\"Serum\",20,\"mEq/L\",18,30,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"\",\"BILDIR\",\"Serum\",0.2,\"mg/dL\",0,0.3,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"\",\"BILI\",\"Serum\",1.05,\"mg/dL\",0.1,1.2,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"\",\"CA\",\"Serum\",11.33,\"mg/dL\",8.5,10.5,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"\",\"CACR\",\"Serum\",10.88,\"mg/dL\",8.5,10.5,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"\",\"CHOL\",\"Serum\",211.97,\"mg/dL\",149.81,198.84,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"\",\"CL\",\"Serum\",107,\"mEq/L\",98,106,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"\",\"CREAT\",\"Serum\",1.21,\"mg/dL\",1,2,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"\",\"GGT\",\"Serum\",58.92,\"U/L\",8,78,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"\",\"HDL\",\"Serum\",36.68,\"mg/dL\",40.15,0,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"\",\"K\",\"Serum\",4.2,\"mEq/L\",3.5,5.5,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"\",\"LDH\",\"Serum\",68.26,\"U/L\",59.88,100,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"\",\"LDL\",\"Serum\",87.26,\"mg/dL\",0,129.73,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"\",\"MG\",\"Serum\",3.72,\"mg/dL\",1.8,3.6,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"\",\"PHOS\",\"Serum\",3.26,\"mg/dL\",3,4.49,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"\",\"PROT\",\"Serum\",7,\"g/dL\",6,8,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"\",\"SODIUM\",\"Serum\",158,\"mEq/L\",135,147,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"\",\"TRIG\",\"Serum\",179.91,\"mg/dL\",40,200,\n",
        "\"STU001\",\"1007\",\"WEEK 4\",\"06/May/2010\",\"\",\"UREAN\",\"Serum\",16.5,\"mg/dL\",8.1,19.9,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"\",\"ALB\",\"Serum\",6,\"g/dL\",4,6,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"\",\"ALP\",\"Serum\",8982,\"U/L\",2994,9581,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"\",\"ALT\",\"Serum\",1976,\"U/L\",599,2395,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"\",\"AMYLASE\",\"Serum\",3713,\"U/L\",3174,7365,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"\",\"AST\",\"Serum\",838,\"U/L\",599,2395,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"\",\"BICARB\",\"Serum\",18,\"mEq/L\",18,30,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"\",\"BILDIR\",\"Serum\",0.2,\"mg/dL\",0,0.3,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"\",\"BILI\",\"Serum\",0.74,\"mg/dL\",0.1,1.2,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"\",\"CA\",\"Serum\",8.53,\"mg/dL\",8.5,10.5,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"\",\"CACR\",\"Serum\",9.1,\"mg/dL\",8.5,10.5,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"\",\"CHOL\",\"Serum\",178.38,\"mg/dL\",149.81,198.84,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"\",\"CL\",\"Serum\",96,\"mEq/L\",98,106,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"\",\"CREAT\",\"Serum\",2,\"mg/dL\",1,2,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"\",\"GGT\",\"Serum\",77.13,\"U/L\",8,78,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"\",\"HDL\",\"Serum\",36.68,\"mg/dL\",40.15,0,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"\",\"K\",\"Serum\",3.5,\"mEq/L\",3.5,5.5,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"\",\"LDH\",\"Serum\",91.62,\"U/L\",59.88,100,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"\",\"LDL\",\"Serum\",91.12,\"mg/dL\",0,129.73,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"\",\"MG\",\"Serum\",2.53,\"mg/dL\",1.8,3.6,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"\",\"PHOS\",\"Serum\",4.62,\"mg/dL\",3,4.49,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"\",\"PROT\",\"Serum\",7,\"g/dL\",6,8,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"\",\"SODIUM\",\"Serum\",125,\"mEq/L\",135,147,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"\",\"TRIG\",\"Serum\",113.27,\"mg/dL\",40,200,\n",
        "\"STU001\",\"1008\",\"SCR\",\"24/Jun/2010\",\"\",\"UREAN\",\"Serum\",18.5,\"mg/dL\",8.1,19.9,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"\",\"ALB\",\"Serum\",4,\"g/dL\",4,6,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"\",\"ALP\",\"Serum\",7964,\"U/L\",2994,9581,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"\",\"ALT\",\"Serum\",2096,\"U/L\",599,2395,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"\",\"AMYLASE\",\"Serum\",6168,\"U/L\",3174,7365,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"\",\"AST\",\"Serum\",898,\"U/L\",599,2395,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"\",\"BICARB\",\"Serum\",28,\"mEq/L\",18,30,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"\",\"BILDIR\",\"Serum\",0.1,\"mg/dL\",0,0.3,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"\",\"BILI\",\"Serum\",0.21,\"mg/dL\",0.1,1.2,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"\",\"CA\",\"Serum\",10.98,\"mg/dL\",8.5,10.5,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"\",\"CACR\",\"Serum\",9.37,\"mg/dL\",8.5,10.5,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"\",\"CHOL\",\"Serum\",150.58,\"mg/dL\",149.81,198.84,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"\",\"CL\",\"Serum\",110,\"mEq/L\",98,106,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"\",\"CREAT\",\"Serum\",1.19,\"mg/dL\",1,2,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"\",\"GGT\",\"Serum\",61.8,\"U/L\",8,78,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"\",\"HDL\",\"Serum\",37.45,\"mg/dL\",40.15,0,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"\",\"K\",\"Serum\",5.9,\"mEq/L\",3.5,5.5,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"\",\"LDH\",\"Serum\",82.04,\"U/L\",59.88,100,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"\",\"LDL\",\"Serum\",30.12,\"mg/dL\",0,129.73,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"\",\"MG\",\"Serum\",3.25,\"mg/dL\",1.8,3.6,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"\",\"PHOS\",\"Serum\",3.91,\"mg/dL\",3,4.49,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"\",\"PROT\",\"Serum\",9,\"g/dL\",6,8,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"\",\"SODIUM\",\"Serum\",153,\"mEq/L\",135,147,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"\",\"TRIG\",\"Serum\",150.97,\"mg/dL\",40,200,\n",
        "\"STU001\",\"1008\",\"WEEK 1\",\"27/Jun/2010\",\"\",\"UREAN\",\"Serum\",9,\"mg/dL\",8.1,19.9,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"\",\"ALB\",\"Serum\",5,\"g/dL\",4,6,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"\",\"ALP\",\"Serum\",8084,\"U/L\",2994,9581,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"\",\"ALT\",\"Serum\",2036,\"U/L\",599,2395,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"\",\"AMYLASE\",\"Serum\",4371,\"U/L\",3174,7365,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"\",\"AST\",\"Serum\",2275,\"U/L\",599,2395,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"\",\"BICARB\",\"Serum\",32,\"mEq/L\",18,30,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"\",\"BILDIR\",\"Serum\",0.1,\"mg/dL\",0,0.3,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"\",\"BILI\",\"Serum\",0.78,\"mg/dL\",0.1,1.2,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"\",\"CA\",\"Serum\",8.5,\"mg/dL\",8.5,10.5,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"\",\"CACR\",\"Serum\",9.63,\"mg/dL\",8.5,10.5,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"\",\"CHOL\",\"Serum\",176.06,\"mg/dL\",149.81,198.84,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"\",\"CL\",\"Serum\",104,\"mEq/L\",98,106,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"\",\"CREAT\",\"Serum\",1.98,\"mg/dL\",1,2,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"\",\"GGT\",\"Serum\",41.32,\"U/L\",8,78,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"\",\"HDL\",\"Serum\",38.61,\"mg/dL\",40.15,0,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"\",\"K\",\"Serum\",5.5,\"mEq/L\",3.5,5.5,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"\",\"LDH\",\"Serum\",98.8,\"U/L\",59.88,100,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"\",\"LDL\",\"Serum\",84.17,\"mg/dL\",0,129.73,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"\",\"MG\",\"Serum\",3.8,\"mg/dL\",1.8,3.6,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"\",\"PHOS\",\"Serum\",3.82,\"mg/dL\",3,4.49,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"\",\"PROT\",\"Serum\",6,\"g/dL\",6,8,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"\",\"SODIUM\",\"Serum\",131,\"mEq/L\",135,147,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"\",\"TRIG\",\"Serum\",148.94,\"mg/dL\",40,200,\n",
        "\"STU001\",\"1008\",\"WEEK 2\",\"04/Jul/2010\",\"\",\"UREAN\",\"Serum\",12,\"mg/dL\",8.1,19.9,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"\",\"ALB\",\"Serum\",3,\"g/dL\",4,6,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"\",\"ALP\",\"Serum\",4910,\"U/L\",2994,9581,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"\",\"ALT\",\"Serum\",1856,\"U/L\",599,2395,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"\",\"AMYLASE\",\"Serum\",4311,\"U/L\",3174,7365,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"\",\"AST\",\"Serum\",1557,\"U/L\",599,2395,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"\",\"BICARB\",\"Serum\",31,\"mEq/L\",18,30,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"\",\"BILDIR\",\"Serum\",0.1,\"mg/dL\",0,0.3,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"\",\"BILI\",\"Serum\",0.97,\"mg/dL\",0.1,1.2,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"\",\"CA\",\"Serum\",11.23,\"mg/dL\",8.5,10.5,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"\",\"CACR\",\"Serum\",11.09,\"mg/dL\",8.5,10.5,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"\",\"CHOL\",\"Serum\",146.72,\"mg/dL\",149.81,198.84,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"\",\"CL\",\"Serum\",111,\"mEq/L\",98,106,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"\",\"CREAT\",\"Serum\",1.34,\"mg/dL\",1,2,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"\",\"GGT\",\"Serum\",14.07,\"U/L\",8,78,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"\",\"HDL\",\"Serum\",36.68,\"mg/dL\",40.15,0,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"\",\"K\",\"Serum\",3.5,\"mEq/L\",3.5,5.5,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"\",\"LDH\",\"Serum\",77.84,\"U/L\",59.88,100,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"\",\"LDL\",\"Serum\",64.09,\"mg/dL\",0,129.73,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"\",\"MG\",\"Serum\",2.21,\"mg/dL\",1.8,3.6,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"\",\"PHOS\",\"Serum\",4.45,\"mg/dL\",3,4.49,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"\",\"PROT\",\"Serum\",8,\"g/dL\",6,8,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"\",\"SODIUM\",\"Serum\",124,\"mEq/L\",135,147,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"\",\"TRIG\",\"Serum\",69.74,\"mg/dL\",40,200,\n",
        "\"STU001\",\"1008\",\"WEEK 3\",\"11/Jul/2010\",\"\",\"UREAN\",\"Serum\",15.7,\"mg/dL\",8.1,19.9,\n",
        ")\n",
        "\n",
        "eligcrit<-tribble(\n",
        "~study,~pt,~folder,~elignum,~eligsp,\n",
        "\"STU001\",\"1001\",\"SCR\",\"INCL103\",\"\",\n",
        "\"STU001\",\"1001\",\"SCR\",\"EXCL103\",\"\",\n",
        "\"STU001\",\"1004\",\"SCR\",\"EXCL105\",\"\",\n",
        ")\n",
        "\n",
        "conmeds<-tribble(\n",
        "~study,~pt,~cmcat,~cmvt,~cmpt,~cmindc,~cmdose_raw,~cmdosu_raw,~cmdosfrq,~route,~cmstdt_raw,~cmendt_raw,\n",
        "\"STU001\",\"1004\",\"General\",\"OMEPRAZOLE\",\"Omeprazole\",\"GASTRITIS\",\"20\",\"Milligram\",\"Daily\",\"Oral\",\"UN/UNK/2007\",\"\",\n",
        "\"STU001\",\"1006\",\"\",\"PARACETAMOL\",\"Paracetamol\",\"AE MID LOWER BACK PAIN\",\"750\",\"Milligram\",\"As needed\",\"Oral\",\"6/MAR/2010\",\"25/MAR/2010\",\n",
        "\"STU001\",\"1007\",\"General\",\"LOPERAMIDE\",\"Loperamide\",\"DIARRHEA\",\"2\",\"Milligram\",\"Daily\",\"Oral\",\"10/MAY/2010\",\"12/MAY/2010\",\n",
        ")\n",
        "\n",
        "adverse<-tribble(\n",
        "~study,~pt,~aecat,~aevt,~prefdose,~aestdt_raw,~aeendt_raw,~aesev,~aerel,~aeacn,~aeacnoth,~aeser,~sdeath,~slife,~shosp,~sdisab,~scong,\n",
        "    ~smie,~aeout,~hadmtdt_raw,~hadmttm_raw,~hdsdt_raw,~hdstm_raw,~aellt,~aedecod,~aehlt,~aehlgt,~aebodsys,\n",
        "\"STU001\",\"1001\",\"General Adverse Event\",\"nausea\",\"Y\",\"01/JAN/2010\",\"01/JAN/2010\",\"Mild\",\"No\",\"No action taken\",\"\",\"No\",\"\",\"\",\"\",\"\",\"\",\n",
        "    \"\",\"Recovered/Resolved\",\"\",\"\",\"\",\"\",\"\",\"\",\"\",\"\",\"\",\n",
        "\"STU001\",\"1003\",\"General Adverse Event\",\"CARDIAC ARREST\",\"Y\",\"05/JAN/2010\",\"05/JAN/2010\",\"Severe\",\"No\",\"No action taken\",\"\",\"Yes\",\"Yes\",\n",
        "    \"\",\"\",\"\",\"\",\"\",\"FATAL\",\"5/JAN/2010\",\"\",\"5/JAN/2010\",\"\",\"Cardiac arrest\",\"Cardiac arrest\",\"\",\"\",\"Cardiac disorders\",\n",
        "\"STU001\",\"1004\",\"General Adverse Event\",\"nausea\",\"Y\",\"01/JAN/2010\",\"01/JAN/2010\",\"Mild\",\"No\",\"No action taken\",\"\",\"No\",\"\",\"\",\"\",\"\",\"\",\"\",\n",
        "    \"Recovered/Resolved\",\"\",\"\",\"\",\"\",\"Nausea\",\"Nausea\",\"\",\"\",\"Gastrointestinal disorders\",\n",
        "\"STU001\",\"1004\",\"General Adverse Event\",\"PAIN ABDOMINAL\",\"Y\",\"03/JAN/2010\",\"07/JAN/2010\",\"Mild\",\"No\",\"No action taken\",\"\",\"No\",\"\",\"\",\"\",\"\"\n",
        "    ,\"\",\"\",\"Recovered/Resolved\",\"\",\"\",\"\",\"\",\"Pain abdominal\",\"Abdominal pain\",\"\",\"\",\"Gastrointestinal disorders\",\n",
        "\"STU001\",\"1004\",\"General Adverse Event\",\"PAIN ABDOMINAL\",\"N\",\"08/JAN/2010\",\"09/JAN/2010\",\"Moderate\",\"Yes\",\"No action taken\",\"\",\"No\",\"\",\"\"\n",
        "    ,\"\",\"\",\"\",\"\",\"Recovered/Resolved\",\"\",\"\",\"\",\"\",\"Pain abdominal\",\"Abdominal pain\",\"\",\"\",\"Gastrointestinal disorders\",\n",
        "\"STU001\",\"1004\",\"General Adverse Event\",\"Neuropathy\",\"N\",\"10/JAN/2010\",\"\",\"Severe\",\"No\",\"No action taken\",\"\",\"\",\"\",\"\",\"\",\"\",\"\",\"\",\n",
        "    \"Not Recovered/Not Resolved\",\"\",\"\",\"\",\"\",\"Neuropathy\",\"Neuropaty peripheral\",\"\",\"\",\"Nervous system disorders\",\n",
        "\"STU001\",\"1005\",\"General Adverse Event\",\"GALLSTONES\",\"N\",\"18/FEB/2010\",\"21/FEB/2010\",\"Mild\",\"No\",\"No action taken\",\"Surgical Intervention\",\n",
        "    \"Yes\",\"\",\"\",\"Yes\",\"\",\"\",\"\",\"Recovered/Resolved\",\"20/FEB/2020\",\"\",\"20/FEB/2020\",\"\",\"Gallstones\",\"Cholelithiasis\",\"\",\"\",\n",
        "    \"Hepatobiliary disorders\",\n",
        "\"STU001\",\"1006\",\"General Adverse Event\",\"MID LOWER BACK PAIN\",\"N\",\"UN/MAR/2010\",\"25/MAR/2010\",\"Mild\",\"No\",\"No action taken\",\"\",\"\",\"\",\n",
        "    \"\",\"\",\"\",\"\",\"\",\"Recovered/Resolved\",\"\",\"\",\"\",\"\",\"Lower Back Pain\",\"Back pain\",\"\",\"\",\"Musculoskeletal and connective tissue disorders\",\n",
        "\"STU001\",\"1007\",\"General Adverse Event\",\"DIARRHEA\",\"N\",\"9/MAY/2010\",\"12/MAY/2010\",\"Moderate\",\"No\",\"No action taken\",\"\",\"\",\"\",\"\",\"\",\"\",\"\",\n",
        "\"\",\"Recovered/Resolved\",\"\",\"\",\"\",\"\",\"Diarrhea\",\"Diarrhea\",\"\",\"\",\"Gastrointestinal disorders\",\n",
        ")\n",
        "\n",
        "eq5d3l<-tribble(\n",
        "~study,~pt,~folder,~dt_raw,~stat,~reasnd,~eq5d01,~eq5d02,~eq5d03,~eq5d04,~eq5d05,~eq5d06,\n",
        "\"STU001\",\"1004\",\"SCR\",\"03/JAN/2010\",\"\",\"\",\"I have no problems in walking about\",\"I have no problems with self-care\",\n",
        "\"I have no problems with performing my usual activities\",\"I have no pain or discomfort\",\"I am not anxious or depressed\",\"95\",\n",
        "\"STU001\",\"1004\",\"WEEK 2\",\"12/JAN/2010\",\"\",\"\",\"I have no problems in walking about\",\"I have no problems with self-care\",\n",
        "\"I have no problems with performing my usual activities\",\"I have no pain or discomfort\",\"I am moderately anxious or depressed\",\"87\",\n",
        ")\n",
        "\n",
        "hosp<-tribble(\n",
        "~study,~pt,~stdt_raw,~sttm_raw,~endt_raw,~entm_raw,~rsn,~unit,\n",
        ")\n",
        "\n",
        "surg<-tribble(\n",
        "~study,~pt,~surgdt_raw,~surgery,~surgreas,~sreassp,~surgindic,\n",
        "\"STU001\",\"1005\",\"20/FEB/2010\",\"Cholecystectomy\",\"Curative\",\"\",\"Gallstones\",\n",
        ")\n"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "ca2792f7-28d3-4c1b-be9e-414d55a82713",
      "metadata": {
        "id": "ca2792f7-28d3-4c1b-be9e-414d55a82713"
      },
      "source": [
        "   "
      ]
    },
    {
      "cell_type": "markdown",
      "id": "ff2a653a-7b65-4d4c-a82c-83e8980d16ab",
      "metadata": {
        "id": "ff2a653a-7b65-4d4c-a82c-83e8980d16ab"
      },
      "source": [
        "**Save the dummy raw data in the raw data folder**"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "b48def82-9e77-428a-a96c-b9dd5c7f5dc0",
      "metadata": {
        "id": "b48def82-9e77-428a-a96c-b9dd5c7f5dc0"
      },
      "outputs": [],
      "source": [
        "save(demog, ipadmin, eos, eoip, enrlment, rand, box, ecg, physmeas, vitals, lab_hema, lab_chem, eligcrit, conmeds, adverse, eq5d3l,\n",
        "     hosp, surg, file=\"dm_rawdata.RData\")"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "f4c8c61d-ccbd-4567-82c8-118adcf76eb5",
      "metadata": {
        "id": "f4c8c61d-ccbd-4567-82c8-118adcf76eb5"
      },
      "source": [
        "## 📬 Contacts\n",
        "\n",
        "Your comments and questions are valued and encouraged. Please feel free to contact the author:\n",
        "\n",
        "**Alpha Traore**  \n",
        "Sr Data Scientist  \n",
        "Biostat Consultants Inc.  \n",
        "312 Ridgewood Pl  \n",
        "Fort Thomas, KY 41075  \n",
        "📧 alpha@alphatraore.com  \n",
        "🔗 [LinkedIn Profile] (https://www.linkedin.com/in/alphatraore)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "c54c6ad8-f675-4a5c-8946-69da2a838b24",
      "metadata": {
        "id": "c54c6ad8-f675-4a5c-8946-69da2a838b24"
      },
      "outputs": [],
      "source": []
    }
  ],
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    "kernelspec": {
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      "language": "R",
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