c06-databases-and-sql-for-data-science-with-python/res/DB0201EN-Week4-1-1-RealDataPractice-v5.ipynb

{
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   "cell_type": "markdown",
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    "<center>\n",
    "    <img src=\"https://s3-api.us-geo.objectstorage.softlayer.net/cf-courses-data/CognitiveClass/Logos/organization_logo/organization_logo.png\" width=\"300\" alt=\"cognitiveclass.ai logo\"  />\n",
    "</center>\n",
    "\n",
    "# Working with a real world data-set using SQL and Python\n",
    "\n",
    "Estaimted time needed: **30** minutes\n",
    "\n",
    "## Objectives\n",
    "\n",
    "After complting this lab you will be able to:\n",
    "\n",
    "*   Understand the dataset for Chicago Public School level performance\n",
    "*   Store the dataset in an Db2 database on IBM Cloud instance\n",
    "*   Retrieve metadata about tables and columns and query data from mixed case columns\n",
    "*   Solve example problems to practice your SQL skills including using built-in database functions\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Chicago Public Schools - Progress Report Cards (2011-2012)\n",
    "\n",
    "The city of Chicago released a dataset showing all school level performance data used to create School Report Cards for the 2011-2012 school year. The dataset is available from the Chicago Data Portal: [https://data.cityofchicago.org/Education/Chicago-Public-Schools-Progress-Report-Cards-2011-/9xs2-f89t](https://data.cityofchicago.org/Education/Chicago-Public-Schools-Progress-Report-Cards-2011-/9xs2-f89t?utm_medium=Exinfluencer&utm_source=Exinfluencer&utm_content=000026UJ&utm_term=10006555&utm_id=NA-SkillsNetwork-Channel-SkillsNetworkCoursesIBMDeveloperSkillsNetworkDB0201ENSkillsNetwork20127838-2022-01-01&cm_mmc=Email_Newsletter-\\_-Developer_Ed%2BTech-\\_-WW_WW-\\_-SkillsNetwork-Courses-IBMDeveloperSkillsNetwork-DB0201EN-SkillsNetwork-20127838&cm_mmca1=000026UJ&cm_mmca2=10006555&cm_mmca3=M12345678&cvosrc=email.Newsletter.M12345678&cvo_campaign=000026UJ)\n",
    "\n",
    "This dataset includes a large number of metrics. Start by familiarizing yourself with the types of metrics in the database: [https://data.cityofchicago.org/api/assets/AAD41A13-BE8A-4E67-B1F5-86E711E09D5F?download=true](https://data.cityofchicago.org/api/assets/AAD41A13-BE8A-4E67-B1F5-86E711E09D5F?utm_medium=Exinfluencer&utm_source=Exinfluencer&utm_content=000026UJ&utm_term=10006555&utm_id=NA-SkillsNetwork-Channel-SkillsNetworkCoursesIBMDeveloperSkillsNetworkDB0201ENSkillsNetwork20127838-2022-01-01&download=true&cm_mmc=Email_Newsletter-\\_-Developer_Ed%2BTech-\\_-WW_WW-\\_-SkillsNetwork-Courses-IBMDeveloperSkillsNetwork-DB0201EN-SkillsNetwork-20127838&cm_mmca1=000026UJ&cm_mmca2=10006555&cm_mmca3=M12345678&cvosrc=email.Newsletter.M12345678&cvo_campaign=000026UJ)\n",
    "\n",
    "**NOTE**:\n",
    "\n",
    "Do not download the dataset directly from City of Chicago portal. Instead download a static copy which is a more database friendly version from this <a href=\"https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/IBMDeveloperSkillsNetwork-DB0201EN-SkillsNetwork/labs/FinalModule_Coursera_V5/data/ChicagoPublicSchools.csv?utm_medium=Exinfluencer&utm_source=Exinfluencer&utm_content=000026UJ&utm_term=10006555&utm_id=NA-SkillsNetwork-Channel-SkillsNetworkCoursesIBMDeveloperSkillsNetworkDB0201ENSkillsNetwork20127838-2022-01-01\">link</a>.\n",
    "\n",
    "Now review some of its contents.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Store the dataset in a Table\n",
    "\n",
    "In many cases the dataset to be analyzed is available as a .CSV (comma separated values) file, perhaps on the internet. To analyze the data using SQL, it first needs to be stored in the database.\n",
    "\n",
    "While it is easier to read the dataset into a Pandas dataframe and then PERSIST it into the database as we saw in the previous lab, it results in mapping to default datatypes which may not be optimal for SQL querying. For example a long textual field may map to a CLOB instead of a VARCHAR.\n",
    "\n",
    "Therefore, **it is highly recommended to manually load the table using the database console LOAD tool, as indicated in Week 2 Lab 1 Part II**. The only difference with that lab is that in Step 5 of the instructions you will need to click on create \"(+) New Table\" and specify the name of the table you want to create and then click \"Next\".\n",
    "\n",
    "##### Now open the Db2 console, open the LOAD tool, Select / Drag the .CSV file for the CHICAGO PUBLIC SCHOOLS dataset and load the dataset into a new table called **SCHOOLS**.\n",
    "\n",
    "<a href=\"https://cognitiveclass.ai/?utm_medium=Exinfluencer&utm_source=Exinfluencer&utm_content=000026UJ&utm_term=10006555&utm_id=NA-SkillsNetwork-Channel-SkillsNetworkCoursesIBMDeveloperSkillsNetworkDB0201ENSkillsNetwork20127838-2022-01-01\"><img src = \"https://ibm.box.com/shared/static/uc4xjh1uxcc78ks1i18v668simioz4es.jpg\"></a>\n"
   ]
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   "cell_type": "markdown",
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    "### Connect to the database\n",
    "\n",
    "Let us now load the ipython-sql  extension and establish a connection with the database\n",
    "\n",
    "The following modules are pre-installed in the Skills Network Labs environment. However if you run this notebook commands in a different Jupyter environment (e.g. Watson Studio or Ananconda) you may need to install these libraries by removing the `#` sign before `!pip` in the code cell below.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# These libraries are pre-installed in SN Labs. If running in another environment please uncomment lines below to install them:\n",
    "# !pip install --force-reinstall ibm_db==3.1.0 ibm_db_sa==0.3.3\n",
    "# Ensure we don't load_ext with sqlalchemy>=1.4 (incompadible)\n",
    "# !pip uninstall sqlalchemy==1.4 -y && pip install sqlalchemy==1.3.24\n",
    "# !pip install ipython-sql"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext sql"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Connected: cnv39734@BLUDB'"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Enter the connection string for your Db2 on Cloud database instance below\n",
    "# %sql ibm_db_sa://my-username:my-password@my-hostname:my-port/my-db-name?security=SSL\n",
    "%sql ibm_db_sa://"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Query the database system catalog to retrieve table metadata\n",
    "\n",
    "##### You can verify that the table creation was successful by retrieving the list of all tables in your schema and checking whether the SCHOOLS table was created\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * ibm_db_sa://cnv39734:***@1bbf73c5-d84a-4bb0-85b9-ab1a4348f4a4.c3n41cmd0nqnrk39u98g.databases.appdomain.cloud:32286/BLUDB\n",
      "Done.\n"
     ]
    },
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       "            <td>2022-08-06 12:10:30.628450</td>\n",
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       "[('CNV39734', 'SCHOOLS', 'CNV39734', 'U', 'T', 'N', None, None, None, None, datetime.datetime(2022, 8, 6, 12, 10, 30, 628450), datetime.datetime(2022, 8, 6, 12, 10, 30, 628450), datetime.datetime(2022, 8, 6, 12, 10, 30, 628450), None, 78, 16, 932, -1, -1, -1, -1, -1, -1, -1, -1, 'CNV39734SPACE1', None, None, 0, 0, 0, 0, 0, 0, 0, 'N', 'YYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYY', 1, ' ', '0', -1, 'N', ' ', None, 'R', ' ', 'N', '                                ', None, 'N', ' ', 'F', None, -1, 'N', 999, -1, -1.0, -1, -1.0, None, 1208, 'SYSIBM', 'IDENTITY', 'SYSIBM', 'IDENTITY', ' ', -1, datetime.datetime(2022, 8, 6, 12, 10, 30, 628450), 0, ' ', None, None, 'N', 'CNV39734', ' ', ' ', ' ', datetime.date(1, 1, 1), ' ', 'N', 'R', 'N', -1.0, None)]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# type in your query to retrieve list of all tables in the database for your db2 schema (username)\n",
    "%sql SELECT * FROM SYSCAT.TABLES WHERE TABNAME = 'SCHOOLS'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Double-click **here** for a hint\n",
    "\n",
    "<!--\n",
    "In Db2 the system catalog table called SYSCAT.TABLES contains the table metadata\n",
    "-->\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Double-click **here** for the solution.\n",
    "\n",
    "<!-- Solution:\n",
    "\n",
    "%sql select TABSCHEMA, TABNAME, CREATE_TIME from SYSCAT.TABLES where TABSCHEMA='YOUR-DB2-USERNAME'\n",
    "\n",
    "or, you can retrieve list of all tables where the schema name is not one of the system created ones:\n",
    "\n",
    "%sql select TABSCHEMA, TABNAME, CREATE_TIME from SYSCAT.TABLES \\\n",
    "      where TABSCHEMA not in ('SYSIBM', 'SYSCAT', 'SYSSTAT', 'SYSIBMADM', 'SYSTOOLS', 'SYSPUBLIC')\n",
    "      \n",
    "or, just query for a specifc table that you want to verify exists in the database\n",
    "%sql select * from SYSCAT.TABLES where TABNAME = 'SCHOOLS'\n",
    "\n",
    "-->\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Query the database system catalog to retrieve column metadata\n",
    "\n",
    "##### The SCHOOLS table contains a large number of columns. How many columns does this table have?\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * ibm_db_sa://cnv39734:***@1bbf73c5-d84a-4bb0-85b9-ab1a4348f4a4.c3n41cmd0nqnrk39u98g.databases.appdomain.cloud:32286/BLUDB\n",
      "Done.\n"
     ]
    },
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       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>NAME_OF_SCHOOL</td>\n",
       "            <td>1</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>64</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>64</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>Elementary, Middle, or High School</td>\n",
       "            <td>2</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>2</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>2</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000</td>\n",
       "            <td>\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>STREET_ADDRESS</td>\n",
       "            <td>3</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>29</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>29</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>CITY</td>\n",
       "            <td>4</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>7</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>7</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>STATE</td>\n",
       "            <td>5</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>2</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>2</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000</td>\n",
       "            <td>\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>ZIP_CODE</td>\n",
       "            <td>6</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>INTEGER</td>\n",
       "            <td>4</td>\n",
       "            <td>0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>PHONE_NUMBER</td>\n",
       "            <td>7</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>14</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>14</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>LINK</td>\n",
       "            <td>8</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>78</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>78</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>NETWORK_MANAGER</td>\n",
       "            <td>9</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>40</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>40</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>COLLABORATIVE_NAME</td>\n",
       "            <td>10</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>34</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>34</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>ADEQUATE_YEARLY_PROGRESS_MADE_</td>\n",
       "            <td>11</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>3</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>3</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>TRACK_SCHEDULE</td>\n",
       "            <td>12</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>12</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>12</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>CPS_PERFORMANCE_POLICY_STATUS</td>\n",
       "            <td>13</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>16</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>16</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>CPS_PERFORMANCE_POLICY_LEVEL</td>\n",
       "            <td>14</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>15</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>15</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>HEALTHY_SCHOOL_CERTIFIED</td>\n",
       "            <td>15</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>3</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>3</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>SAFETY_ICON</td>\n",
       "            <td>16</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>11</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>11</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>SAFETY_SCORE</td>\n",
       "            <td>17</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>SMALLINT</td>\n",
       "            <td>2</td>\n",
       "            <td>0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000</td>\n",
       "            <td>\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>FAMILY_INVOLVEMENT_ICON</td>\n",
       "            <td>18</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>11</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>11</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>FAMILY_INVOLVEMENT_SCORE</td>\n",
       "            <td>19</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>3</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>3</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>ENVIRONMENT_ICON</td>\n",
       "            <td>20</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>11</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>11</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>ENVIRONMENT_SCORE</td>\n",
       "            <td>21</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>SMALLINT</td>\n",
       "            <td>2</td>\n",
       "            <td>0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000</td>\n",
       "            <td>\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>INSTRUCTION_ICON</td>\n",
       "            <td>22</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>11</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>11</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>INSTRUCTION_SCORE</td>\n",
       "            <td>23</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>SMALLINT</td>\n",
       "            <td>2</td>\n",
       "            <td>0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000</td>\n",
       "            <td>\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>LEADERS_ICON</td>\n",
       "            <td>24</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>4</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>LEADERS_SCORE</td>\n",
       "            <td>25</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>3</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>3</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>TEACHERS_ICON</td>\n",
       "            <td>26</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>11</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>11</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>TEACHERS_SCORE</td>\n",
       "            <td>27</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>3</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>3</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>PARENT_ENGAGEMENT_ICON</td>\n",
       "            <td>28</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>7</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>7</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>PARENT_ENGAGEMENT_SCORE</td>\n",
       "            <td>29</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>3</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>3</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>PARENT_ENVIRONMENT_ICON</td>\n",
       "            <td>30</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>7</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>7</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>PARENT_ENVIRONMENT_SCORE</td>\n",
       "            <td>31</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>3</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>3</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>AVERAGE_STUDENT_ATTENDANCE</td>\n",
       "            <td>32</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>6</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>6</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>RATE_OF_MISCONDUCTS__PER_100_STUDENTS_</td>\n",
       "            <td>33</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>DECIMAL</td>\n",
       "            <td>5</td>\n",
       "            <td>1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>AVERAGE_TEACHER_ATTENDANCE</td>\n",
       "            <td>34</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>6</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>6</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>INDIVIDUALIZED_EDUCATION_PROGRAM_COMPLIANCE_RATE</td>\n",
       "            <td>35</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>7</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>7</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>PK_2_LITERACY__</td>\n",
       "            <td>36</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>4</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>PK_2_MATH__</td>\n",
       "            <td>37</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>4</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>GR3_5_GRADE_LEVEL_MATH__</td>\n",
       "            <td>38</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>4</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>GR3_5_GRADE_LEVEL_READ__</td>\n",
       "            <td>39</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>4</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>GR3_5_KEEP_PACE_READ__</td>\n",
       "            <td>40</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>4</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>GR3_5_KEEP_PACE_MATH__</td>\n",
       "            <td>41</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>4</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>GR6_8_GRADE_LEVEL_MATH__</td>\n",
       "            <td>42</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>4</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>GR6_8_GRADE_LEVEL_READ__</td>\n",
       "            <td>43</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>4</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>GR6_8_KEEP_PACE_MATH_</td>\n",
       "            <td>44</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>4</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>GR6_8_KEEP_PACE_READ__</td>\n",
       "            <td>45</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>4</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>GR_8_EXPLORE_MATH__</td>\n",
       "            <td>46</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>4</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>GR_8_EXPLORE_READ__</td>\n",
       "            <td>47</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>4</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>ISAT_EXCEEDING_MATH__</td>\n",
       "            <td>48</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>DECIMAL</td>\n",
       "            <td>4</td>\n",
       "            <td>1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>ISAT_EXCEEDING_READING__</td>\n",
       "            <td>49</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>DECIMAL</td>\n",
       "            <td>4</td>\n",
       "            <td>1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>ISAT_VALUE_ADD_MATH</td>\n",
       "            <td>50</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>DECIMAL</td>\n",
       "            <td>3</td>\n",
       "            <td>1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000</td>\n",
       "            <td>\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>ISAT_VALUE_ADD_READ</td>\n",
       "            <td>51</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>DECIMAL</td>\n",
       "            <td>3</td>\n",
       "            <td>1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000</td>\n",
       "            <td>\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>ISAT_VALUE_ADD_COLOR_MATH</td>\n",
       "            <td>52</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>6</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>6</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>ISAT_VALUE_ADD_COLOR_READ</td>\n",
       "            <td>53</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>6</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>6</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>STUDENTS_TAKING__ALGEBRA__</td>\n",
       "            <td>54</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>4</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>STUDENTS_PASSING__ALGEBRA__</td>\n",
       "            <td>55</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>4</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>9th Grade EXPLORE (2009)</td>\n",
       "            <td>56</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>4</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>9th Grade EXPLORE (2010)</td>\n",
       "            <td>57</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>4</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>10th Grade PLAN (2009)</td>\n",
       "            <td>58</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>4</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>10th Grade PLAN (2010)</td>\n",
       "            <td>59</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>4</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>NET_CHANGE_EXPLORE_AND_PLAN</td>\n",
       "            <td>60</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>3</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>3</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>11th Grade Average ACT (2011)</td>\n",
       "            <td>61</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>4</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>NET_CHANGE_PLAN_AND_ACT</td>\n",
       "            <td>62</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>3</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>3</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>COLLEGE_ELIGIBILITY__</td>\n",
       "            <td>63</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>4</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>GRADUATION_RATE__</td>\n",
       "            <td>64</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>4</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>COLLEGE_ENROLLMENT_RATE__</td>\n",
       "            <td>65</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>4</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>COLLEGE_ENROLLMENT</td>\n",
       "            <td>66</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>SMALLINT</td>\n",
       "            <td>2</td>\n",
       "            <td>0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000</td>\n",
       "            <td>\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>GENERAL_SERVICES_ROUTE</td>\n",
       "            <td>67</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>SMALLINT</td>\n",
       "            <td>2</td>\n",
       "            <td>0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000</td>\n",
       "            <td>\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>FRESHMAN_ON_TRACK_RATE__</td>\n",
       "            <td>68</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>4</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>X_COORDINATE</td>\n",
       "            <td>69</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>DECIMAL</td>\n",
       "            <td>13</td>\n",
       "            <td>3</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>Y_COORDINATE</td>\n",
       "            <td>70</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>DECIMAL</td>\n",
       "            <td>13</td>\n",
       "            <td>3</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>LATITUDE</td>\n",
       "            <td>71</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>DECIMAL</td>\n",
       "            <td>18</td>\n",
       "            <td>8</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>LONGITUDE</td>\n",
       "            <td>72</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>DECIMAL</td>\n",
       "            <td>18</td>\n",
       "            <td>8</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>COMMUNITY_AREA_NUMBER</td>\n",
       "            <td>73</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>SMALLINT</td>\n",
       "            <td>2</td>\n",
       "            <td>0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000</td>\n",
       "            <td>\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>COMMUNITY_AREA_NAME</td>\n",
       "            <td>74</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>22</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>22</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>WARD</td>\n",
       "            <td>75</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>SMALLINT</td>\n",
       "            <td>2</td>\n",
       "            <td>0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000</td>\n",
       "            <td>\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>POLICE_DISTRICT</td>\n",
       "            <td>76</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>SMALLINT</td>\n",
       "            <td>2</td>\n",
       "            <td>0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000</td>\n",
       "            <td>\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CNV39734</td>\n",
       "            <td>SCHOOLS</td>\n",
       "            <td>LOCATION</td>\n",
       "            <td>77</td>\n",
       "            <td>SYSIBM  </td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>27</td>\n",
       "            <td>0</td>\n",
       "            <td>OCTETS</td>\n",
       "            <td>27</td>\n",
       "            <td>None</td>\n",
       "            <td>Y</td>\n",
       "            <td>1208</td>\n",
       "            <td>SYSIBM</td>\n",
       "            <td>IDENTITY</td>\n",
       "            <td> </td>\n",
       "            <td> </td>\n",
       "            <td>-1</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td> </td>\n",
       "            <td>0</td>\n",
       "            <td>-1</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td> </td>\n",
       "            <td>None</td>\n",
       "            <td>O</td>\n",
       "            <td>None</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>N</td>\n",
       "            <td>-1</td>\n",
       "            <td>-1.0</td>\n",
       "            <td>None</td>\n",
       "            <td>None</td>\n",
       "            <td>N</td>\n",
       "            <td>None</td>\n",
       "        </tr>\n",
       "    </tbody>\n",
       "</table>"
      ],
      "text/plain": [
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       " ('CNV39734', 'SCHOOLS', 'NAME_OF_SCHOOL', 1, 'SYSIBM  ', 'VARCHAR', 64, 0, 'OCTETS', 64, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'Elementary, Middle, or High School', 2, 'SYSIBM  ', 'VARCHAR', 2, 0, 'OCTETS', 2, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00', '\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'STREET_ADDRESS', 3, 'SYSIBM  ', 'VARCHAR', 29, 0, 'OCTETS', 29, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'CITY', 4, 'SYSIBM  ', 'VARCHAR', 7, 0, 'OCTETS', 7, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'STATE', 5, 'SYSIBM  ', 'VARCHAR', 2, 0, 'OCTETS', 2, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00', '\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'ZIP_CODE', 6, 'SYSIBM  ', 'INTEGER', 4, 0, None, None, None, 'Y', 0, None, None, ' ', ' ', -1, '\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'PHONE_NUMBER', 7, 'SYSIBM  ', 'VARCHAR', 14, 0, 'OCTETS', 14, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'LINK', 8, 'SYSIBM  ', 'VARCHAR', 78, 0, 'OCTETS', 78, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'NETWORK_MANAGER', 9, 'SYSIBM  ', 'VARCHAR', 40, 0, 'OCTETS', 40, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'COLLABORATIVE_NAME', 10, 'SYSIBM  ', 'VARCHAR', 34, 0, 'OCTETS', 34, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'ADEQUATE_YEARLY_PROGRESS_MADE_', 11, 'SYSIBM  ', 'VARCHAR', 3, 0, 'OCTETS', 3, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00', '\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'TRACK_SCHEDULE', 12, 'SYSIBM  ', 'VARCHAR', 12, 0, 'OCTETS', 12, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'CPS_PERFORMANCE_POLICY_STATUS', 13, 'SYSIBM  ', 'VARCHAR', 16, 0, 'OCTETS', 16, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'CPS_PERFORMANCE_POLICY_LEVEL', 14, 'SYSIBM  ', 'VARCHAR', 15, 0, 'OCTETS', 15, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'HEALTHY_SCHOOL_CERTIFIED', 15, 'SYSIBM  ', 'VARCHAR', 3, 0, 'OCTETS', 3, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00', '\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'SAFETY_ICON', 16, 'SYSIBM  ', 'VARCHAR', 11, 0, 'OCTETS', 11, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'SAFETY_SCORE', 17, 'SYSIBM  ', 'SMALLINT', 2, 0, None, None, None, 'Y', 0, None, None, ' ', ' ', -1, '\\x00\\x00', '\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'FAMILY_INVOLVEMENT_ICON', 18, 'SYSIBM  ', 'VARCHAR', 11, 0, 'OCTETS', 11, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'FAMILY_INVOLVEMENT_SCORE', 19, 'SYSIBM  ', 'VARCHAR', 3, 0, 'OCTETS', 3, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00', '\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'ENVIRONMENT_ICON', 20, 'SYSIBM  ', 'VARCHAR', 11, 0, 'OCTETS', 11, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'ENVIRONMENT_SCORE', 21, 'SYSIBM  ', 'SMALLINT', 2, 0, None, None, None, 'Y', 0, None, None, ' ', ' ', -1, '\\x00\\x00', '\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'INSTRUCTION_ICON', 22, 'SYSIBM  ', 'VARCHAR', 11, 0, 'OCTETS', 11, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'INSTRUCTION_SCORE', 23, 'SYSIBM  ', 'SMALLINT', 2, 0, None, None, None, 'Y', 0, None, None, ' ', ' ', -1, '\\x00\\x00', '\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'LEADERS_ICON', 24, 'SYSIBM  ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'LEADERS_SCORE', 25, 'SYSIBM  ', 'VARCHAR', 3, 0, 'OCTETS', 3, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00', '\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'TEACHERS_ICON', 26, 'SYSIBM  ', 'VARCHAR', 11, 0, 'OCTETS', 11, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'TEACHERS_SCORE', 27, 'SYSIBM  ', 'VARCHAR', 3, 0, 'OCTETS', 3, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00', '\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'PARENT_ENGAGEMENT_ICON', 28, 'SYSIBM  ', 'VARCHAR', 7, 0, 'OCTETS', 7, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'PARENT_ENGAGEMENT_SCORE', 29, 'SYSIBM  ', 'VARCHAR', 3, 0, 'OCTETS', 3, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00', '\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'PARENT_ENVIRONMENT_ICON', 30, 'SYSIBM  ', 'VARCHAR', 7, 0, 'OCTETS', 7, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'PARENT_ENVIRONMENT_SCORE', 31, 'SYSIBM  ', 'VARCHAR', 3, 0, 'OCTETS', 3, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00', '\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'AVERAGE_STUDENT_ATTENDANCE', 32, 'SYSIBM  ', 'VARCHAR', 6, 0, 'OCTETS', 6, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'RATE_OF_MISCONDUCTS__PER_100_STUDENTS_', 33, 'SYSIBM  ', 'DECIMAL', 5, 1, None, None, None, 'Y', 0, None, None, ' ', ' ', -1, '\\x00\\x00\\x00', '\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'AVERAGE_TEACHER_ATTENDANCE', 34, 'SYSIBM  ', 'VARCHAR', 6, 0, 'OCTETS', 6, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'INDIVIDUALIZED_EDUCATION_PROGRAM_COMPLIANCE_RATE', 35, 'SYSIBM  ', 'VARCHAR', 7, 0, 'OCTETS', 7, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'PK_2_LITERACY__', 36, 'SYSIBM  ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'PK_2_MATH__', 37, 'SYSIBM  ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'GR3_5_GRADE_LEVEL_MATH__', 38, 'SYSIBM  ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'GR3_5_GRADE_LEVEL_READ__', 39, 'SYSIBM  ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'GR3_5_KEEP_PACE_READ__', 40, 'SYSIBM  ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'GR3_5_KEEP_PACE_MATH__', 41, 'SYSIBM  ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'GR6_8_GRADE_LEVEL_MATH__', 42, 'SYSIBM  ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'GR6_8_GRADE_LEVEL_READ__', 43, 'SYSIBM  ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'GR6_8_KEEP_PACE_MATH_', 44, 'SYSIBM  ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'GR6_8_KEEP_PACE_READ__', 45, 'SYSIBM  ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'GR_8_EXPLORE_MATH__', 46, 'SYSIBM  ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'GR_8_EXPLORE_READ__', 47, 'SYSIBM  ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'ISAT_EXCEEDING_MATH__', 48, 'SYSIBM  ', 'DECIMAL', 4, 1, None, None, None, 'Y', 0, None, None, ' ', ' ', -1, '\\x00\\x00\\x00', '\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'ISAT_EXCEEDING_READING__', 49, 'SYSIBM  ', 'DECIMAL', 4, 1, None, None, None, 'Y', 0, None, None, ' ', ' ', -1, '\\x00\\x00\\x00', '\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'ISAT_VALUE_ADD_MATH', 50, 'SYSIBM  ', 'DECIMAL', 3, 1, None, None, None, 'Y', 0, None, None, ' ', ' ', -1, '\\x00\\x00', '\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'ISAT_VALUE_ADD_READ', 51, 'SYSIBM  ', 'DECIMAL', 3, 1, None, None, None, 'Y', 0, None, None, ' ', ' ', -1, '\\x00\\x00', '\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'ISAT_VALUE_ADD_COLOR_MATH', 52, 'SYSIBM  ', 'VARCHAR', 6, 0, 'OCTETS', 6, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'ISAT_VALUE_ADD_COLOR_READ', 53, 'SYSIBM  ', 'VARCHAR', 6, 0, 'OCTETS', 6, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'STUDENTS_TAKING__ALGEBRA__', 54, 'SYSIBM  ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'STUDENTS_PASSING__ALGEBRA__', 55, 'SYSIBM  ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', '9th Grade EXPLORE (2009)', 56, 'SYSIBM  ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', '9th Grade EXPLORE (2010)', 57, 'SYSIBM  ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', '10th Grade PLAN (2009)', 58, 'SYSIBM  ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', '10th Grade PLAN (2010)', 59, 'SYSIBM  ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'NET_CHANGE_EXPLORE_AND_PLAN', 60, 'SYSIBM  ', 'VARCHAR', 3, 0, 'OCTETS', 3, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00', '\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', '11th Grade Average ACT (2011)', 61, 'SYSIBM  ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'NET_CHANGE_PLAN_AND_ACT', 62, 'SYSIBM  ', 'VARCHAR', 3, 0, 'OCTETS', 3, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00', '\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'COLLEGE_ELIGIBILITY__', 63, 'SYSIBM  ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'GRADUATION_RATE__', 64, 'SYSIBM  ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'COLLEGE_ENROLLMENT_RATE__', 65, 'SYSIBM  ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'COLLEGE_ENROLLMENT', 66, 'SYSIBM  ', 'SMALLINT', 2, 0, None, None, None, 'Y', 0, None, None, ' ', ' ', -1, '\\x00\\x00', '\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'GENERAL_SERVICES_ROUTE', 67, 'SYSIBM  ', 'SMALLINT', 2, 0, None, None, None, 'Y', 0, None, None, ' ', ' ', -1, '\\x00\\x00', '\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'FRESHMAN_ON_TRACK_RATE__', 68, 'SYSIBM  ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'X_COORDINATE', 69, 'SYSIBM  ', 'DECIMAL', 13, 3, None, None, None, 'Y', 0, None, None, ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'Y_COORDINATE', 70, 'SYSIBM  ', 'DECIMAL', 13, 3, None, None, None, 'Y', 0, None, None, ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'LATITUDE', 71, 'SYSIBM  ', 'DECIMAL', 18, 8, None, None, None, 'Y', 0, None, None, ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'LONGITUDE', 72, 'SYSIBM  ', 'DECIMAL', 18, 8, None, None, None, 'Y', 0, None, None, ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'COMMUNITY_AREA_NUMBER', 73, 'SYSIBM  ', 'SMALLINT', 2, 0, None, None, None, 'Y', 0, None, None, ' ', ' ', -1, '\\x00\\x00', '\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'COMMUNITY_AREA_NAME', 74, 'SYSIBM  ', 'VARCHAR', 22, 0, 'OCTETS', 22, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'WARD', 75, 'SYSIBM  ', 'SMALLINT', 2, 0, None, None, None, 'Y', 0, None, None, ' ', ' ', -1, '\\x00\\x00', '\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'POLICE_DISTRICT', 76, 'SYSIBM  ', 'SMALLINT', 2, 0, None, None, None, 'Y', 0, None, None, ' ', ' ', -1, '\\x00\\x00', '\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
       " ('CNV39734', 'SCHOOLS', 'LOCATION', 77, 'SYSIBM  ', 'VARCHAR', 27, 0, 'OCTETS', 27, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', -1, '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', '\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00', -1, None, 0, -1, -1, -1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, -1, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None)]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# type in your query to retrieve the number of columns in the SCHOOLS table\n",
    "%sql SELECT * FROM SYSCAT.COLUMNS WHERE TABNAME = 'SCHOOLS'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Double-click **here** for a hint\n",
    "\n",
    "<!--\n",
    "In Db2 the system catalog table called SYSCAT.COLUMNS contains the column metadata\n",
    "-->\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Double-click **here** for the solution.\n",
    "\n",
    "<!-- Solution:\n",
    "\n",
    "%sql select count(*) from SYSCAT.COLUMNS where TABNAME = 'SCHOOLS'\n",
    "\n",
    "-->\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now retrieve the the list of columns in SCHOOLS table and their column type (datatype) and length.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * ibm_db_sa://cnv39734:***@1bbf73c5-d84a-4bb0-85b9-ab1a4348f4a4.c3n41cmd0nqnrk39u98g.databases.appdomain.cloud:32286/BLUDB\n",
      "Done.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <thead>\n",
       "        <tr>\n",
       "            <th>colname</th>\n",
       "            <th>typename</th>\n",
       "            <th>length</th>\n",
       "        </tr>\n",
       "    </thead>\n",
       "    <tbody>\n",
       "        <tr>\n",
       "            <td>SCHOOL_ID</td>\n",
       "            <td>INTEGER</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>NAME_OF_SCHOOL</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>64</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Elementary, Middle, or High School</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>2</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>STREET_ADDRESS</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>29</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CITY</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>7</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>STATE</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>2</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ZIP_CODE</td>\n",
       "            <td>INTEGER</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>PHONE_NUMBER</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>14</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>LINK</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>78</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>NETWORK_MANAGER</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>40</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>COLLABORATIVE_NAME</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>34</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ADEQUATE_YEARLY_PROGRESS_MADE_</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>3</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>TRACK_SCHEDULE</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>12</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CPS_PERFORMANCE_POLICY_STATUS</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>16</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>CPS_PERFORMANCE_POLICY_LEVEL</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>15</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>HEALTHY_SCHOOL_CERTIFIED</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>3</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>SAFETY_ICON</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>11</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>SAFETY_SCORE</td>\n",
       "            <td>SMALLINT</td>\n",
       "            <td>2</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>FAMILY_INVOLVEMENT_ICON</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>11</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>FAMILY_INVOLVEMENT_SCORE</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>3</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ENVIRONMENT_ICON</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>11</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ENVIRONMENT_SCORE</td>\n",
       "            <td>SMALLINT</td>\n",
       "            <td>2</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>INSTRUCTION_ICON</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>11</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>INSTRUCTION_SCORE</td>\n",
       "            <td>SMALLINT</td>\n",
       "            <td>2</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>LEADERS_ICON</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>LEADERS_SCORE</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>3</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>TEACHERS_ICON</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>11</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>TEACHERS_SCORE</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>3</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>PARENT_ENGAGEMENT_ICON</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>7</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>PARENT_ENGAGEMENT_SCORE</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>3</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>PARENT_ENVIRONMENT_ICON</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>7</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>PARENT_ENVIRONMENT_SCORE</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>3</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>AVERAGE_STUDENT_ATTENDANCE</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>6</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>RATE_OF_MISCONDUCTS__PER_100_STUDENTS_</td>\n",
       "            <td>DECIMAL</td>\n",
       "            <td>5</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>AVERAGE_TEACHER_ATTENDANCE</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>6</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>INDIVIDUALIZED_EDUCATION_PROGRAM_COMPLIANCE_RATE</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>7</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>PK_2_LITERACY__</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>PK_2_MATH__</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>GR3_5_GRADE_LEVEL_MATH__</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>GR3_5_GRADE_LEVEL_READ__</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>GR3_5_KEEP_PACE_READ__</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>GR3_5_KEEP_PACE_MATH__</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>GR6_8_GRADE_LEVEL_MATH__</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>GR6_8_GRADE_LEVEL_READ__</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>GR6_8_KEEP_PACE_MATH_</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>GR6_8_KEEP_PACE_READ__</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>GR_8_EXPLORE_MATH__</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>GR_8_EXPLORE_READ__</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ISAT_EXCEEDING_MATH__</td>\n",
       "            <td>DECIMAL</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ISAT_EXCEEDING_READING__</td>\n",
       "            <td>DECIMAL</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ISAT_VALUE_ADD_MATH</td>\n",
       "            <td>DECIMAL</td>\n",
       "            <td>3</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ISAT_VALUE_ADD_READ</td>\n",
       "            <td>DECIMAL</td>\n",
       "            <td>3</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ISAT_VALUE_ADD_COLOR_MATH</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>6</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ISAT_VALUE_ADD_COLOR_READ</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>6</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>STUDENTS_TAKING__ALGEBRA__</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>STUDENTS_PASSING__ALGEBRA__</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>9th Grade EXPLORE (2009)</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>9th Grade EXPLORE (2010)</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>10th Grade PLAN (2009)</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>10th Grade PLAN (2010)</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>NET_CHANGE_EXPLORE_AND_PLAN</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>3</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>11th Grade Average ACT (2011)</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>NET_CHANGE_PLAN_AND_ACT</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>3</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>COLLEGE_ELIGIBILITY__</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>GRADUATION_RATE__</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>COLLEGE_ENROLLMENT_RATE__</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>COLLEGE_ENROLLMENT</td>\n",
       "            <td>SMALLINT</td>\n",
       "            <td>2</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>GENERAL_SERVICES_ROUTE</td>\n",
       "            <td>SMALLINT</td>\n",
       "            <td>2</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>FRESHMAN_ON_TRACK_RATE__</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>4</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>X_COORDINATE</td>\n",
       "            <td>DECIMAL</td>\n",
       "            <td>13</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Y_COORDINATE</td>\n",
       "            <td>DECIMAL</td>\n",
       "            <td>13</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>LATITUDE</td>\n",
       "            <td>DECIMAL</td>\n",
       "            <td>18</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>LONGITUDE</td>\n",
       "            <td>DECIMAL</td>\n",
       "            <td>18</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>COMMUNITY_AREA_NUMBER</td>\n",
       "            <td>SMALLINT</td>\n",
       "            <td>2</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>COMMUNITY_AREA_NAME</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>22</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>WARD</td>\n",
       "            <td>SMALLINT</td>\n",
       "            <td>2</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>POLICE_DISTRICT</td>\n",
       "            <td>SMALLINT</td>\n",
       "            <td>2</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>LOCATION</td>\n",
       "            <td>VARCHAR</td>\n",
       "            <td>27</td>\n",
       "        </tr>\n",
       "    </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "[('SCHOOL_ID', 'INTEGER', 4),\n",
       " ('NAME_OF_SCHOOL', 'VARCHAR', 64),\n",
       " ('Elementary, Middle, or High School', 'VARCHAR', 2),\n",
       " ('STREET_ADDRESS', 'VARCHAR', 29),\n",
       " ('CITY', 'VARCHAR', 7),\n",
       " ('STATE', 'VARCHAR', 2),\n",
       " ('ZIP_CODE', 'INTEGER', 4),\n",
       " ('PHONE_NUMBER', 'VARCHAR', 14),\n",
       " ('LINK', 'VARCHAR', 78),\n",
       " ('NETWORK_MANAGER', 'VARCHAR', 40),\n",
       " ('COLLABORATIVE_NAME', 'VARCHAR', 34),\n",
       " ('ADEQUATE_YEARLY_PROGRESS_MADE_', 'VARCHAR', 3),\n",
       " ('TRACK_SCHEDULE', 'VARCHAR', 12),\n",
       " ('CPS_PERFORMANCE_POLICY_STATUS', 'VARCHAR', 16),\n",
       " ('CPS_PERFORMANCE_POLICY_LEVEL', 'VARCHAR', 15),\n",
       " ('HEALTHY_SCHOOL_CERTIFIED', 'VARCHAR', 3),\n",
       " ('SAFETY_ICON', 'VARCHAR', 11),\n",
       " ('SAFETY_SCORE', 'SMALLINT', 2),\n",
       " ('FAMILY_INVOLVEMENT_ICON', 'VARCHAR', 11),\n",
       " ('FAMILY_INVOLVEMENT_SCORE', 'VARCHAR', 3),\n",
       " ('ENVIRONMENT_ICON', 'VARCHAR', 11),\n",
       " ('ENVIRONMENT_SCORE', 'SMALLINT', 2),\n",
       " ('INSTRUCTION_ICON', 'VARCHAR', 11),\n",
       " ('INSTRUCTION_SCORE', 'SMALLINT', 2),\n",
       " ('LEADERS_ICON', 'VARCHAR', 4),\n",
       " ('LEADERS_SCORE', 'VARCHAR', 3),\n",
       " ('TEACHERS_ICON', 'VARCHAR', 11),\n",
       " ('TEACHERS_SCORE', 'VARCHAR', 3),\n",
       " ('PARENT_ENGAGEMENT_ICON', 'VARCHAR', 7),\n",
       " ('PARENT_ENGAGEMENT_SCORE', 'VARCHAR', 3),\n",
       " ('PARENT_ENVIRONMENT_ICON', 'VARCHAR', 7),\n",
       " ('PARENT_ENVIRONMENT_SCORE', 'VARCHAR', 3),\n",
       " ('AVERAGE_STUDENT_ATTENDANCE', 'VARCHAR', 6),\n",
       " ('RATE_OF_MISCONDUCTS__PER_100_STUDENTS_', 'DECIMAL', 5),\n",
       " ('AVERAGE_TEACHER_ATTENDANCE', 'VARCHAR', 6),\n",
       " ('INDIVIDUALIZED_EDUCATION_PROGRAM_COMPLIANCE_RATE', 'VARCHAR', 7),\n",
       " ('PK_2_LITERACY__', 'VARCHAR', 4),\n",
       " ('PK_2_MATH__', 'VARCHAR', 4),\n",
       " ('GR3_5_GRADE_LEVEL_MATH__', 'VARCHAR', 4),\n",
       " ('GR3_5_GRADE_LEVEL_READ__', 'VARCHAR', 4),\n",
       " ('GR3_5_KEEP_PACE_READ__', 'VARCHAR', 4),\n",
       " ('GR3_5_KEEP_PACE_MATH__', 'VARCHAR', 4),\n",
       " ('GR6_8_GRADE_LEVEL_MATH__', 'VARCHAR', 4),\n",
       " ('GR6_8_GRADE_LEVEL_READ__', 'VARCHAR', 4),\n",
       " ('GR6_8_KEEP_PACE_MATH_', 'VARCHAR', 4),\n",
       " ('GR6_8_KEEP_PACE_READ__', 'VARCHAR', 4),\n",
       " ('GR_8_EXPLORE_MATH__', 'VARCHAR', 4),\n",
       " ('GR_8_EXPLORE_READ__', 'VARCHAR', 4),\n",
       " ('ISAT_EXCEEDING_MATH__', 'DECIMAL', 4),\n",
       " ('ISAT_EXCEEDING_READING__', 'DECIMAL', 4),\n",
       " ('ISAT_VALUE_ADD_MATH', 'DECIMAL', 3),\n",
       " ('ISAT_VALUE_ADD_READ', 'DECIMAL', 3),\n",
       " ('ISAT_VALUE_ADD_COLOR_MATH', 'VARCHAR', 6),\n",
       " ('ISAT_VALUE_ADD_COLOR_READ', 'VARCHAR', 6),\n",
       " ('STUDENTS_TAKING__ALGEBRA__', 'VARCHAR', 4),\n",
       " ('STUDENTS_PASSING__ALGEBRA__', 'VARCHAR', 4),\n",
       " ('9th Grade EXPLORE (2009)', 'VARCHAR', 4),\n",
       " ('9th Grade EXPLORE (2010)', 'VARCHAR', 4),\n",
       " ('10th Grade PLAN (2009)', 'VARCHAR', 4),\n",
       " ('10th Grade PLAN (2010)', 'VARCHAR', 4),\n",
       " ('NET_CHANGE_EXPLORE_AND_PLAN', 'VARCHAR', 3),\n",
       " ('11th Grade Average ACT (2011)', 'VARCHAR', 4),\n",
       " ('NET_CHANGE_PLAN_AND_ACT', 'VARCHAR', 3),\n",
       " ('COLLEGE_ELIGIBILITY__', 'VARCHAR', 4),\n",
       " ('GRADUATION_RATE__', 'VARCHAR', 4),\n",
       " ('COLLEGE_ENROLLMENT_RATE__', 'VARCHAR', 4),\n",
       " ('COLLEGE_ENROLLMENT', 'SMALLINT', 2),\n",
       " ('GENERAL_SERVICES_ROUTE', 'SMALLINT', 2),\n",
       " ('FRESHMAN_ON_TRACK_RATE__', 'VARCHAR', 4),\n",
       " ('X_COORDINATE', 'DECIMAL', 13),\n",
       " ('Y_COORDINATE', 'DECIMAL', 13),\n",
       " ('LATITUDE', 'DECIMAL', 18),\n",
       " ('LONGITUDE', 'DECIMAL', 18),\n",
       " ('COMMUNITY_AREA_NUMBER', 'SMALLINT', 2),\n",
       " ('COMMUNITY_AREA_NAME', 'VARCHAR', 22),\n",
       " ('WARD', 'SMALLINT', 2),\n",
       " ('POLICE_DISTRICT', 'SMALLINT', 2),\n",
       " ('LOCATION', 'VARCHAR', 27)]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# type in your query to retrieve all column names in the SCHOOLS table along with their datatypes and length\n",
    "%sql select COLNAME, TYPENAME, LENGTH from SYSCAT.COLUMNS where TABNAME = 'SCHOOLS'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Double-click **here** for the solution.\n",
    "\n",
    "<!-- Solution:\n",
    "\n",
    "%sql select COLNAME, TYPENAME, LENGTH from SYSCAT.COLUMNS where TABNAME = 'SCHOOLS'\n",
    "\n",
    "or\n",
    "\n",
    "%sql select distinct(NAME), COLTYPE, LENGTH from SYSIBM.SYSCOLUMNS where TBNAME = 'SCHOOLS'\n",
    "\n",
    "-->\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Questions\n",
    "\n",
    "1.  Is the column name for the \"SCHOOL ID\" attribute in upper or mixed case?\n",
    "2.  What is the name of \"Community Area Name\" column in your table? Does it have spaces?\n",
    "3.  Are there any columns in whose names the spaces and paranthesis (round brackets) have been replaced by the underscore character \"\\_\"?\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Problems\n",
    "\n",
    "### Problem 1\n",
    "\n",
    "##### How many Elementary Schools are in the dataset?\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * ibm_db_sa://cnv39734:***@1bbf73c5-d84a-4bb0-85b9-ab1a4348f4a4.c3n41cmd0nqnrk39u98g.databases.appdomain.cloud:32286/BLUDB\n",
      "Done.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <thead>\n",
       "        <tr>\n",
       "            <th>1</th>\n",
       "        </tr>\n",
       "    </thead>\n",
       "    <tbody>\n",
       "        <tr>\n",
       "            <td>442</td>\n",
       "        </tr>\n",
       "    </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "[(442,)]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%sql SELECT COUNT(NAME_OF_SCHOOL) FROM SCHOOLS WHERE NAME_OF_SCHOOL like '%Elementary%'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * ibm_db_sa://cnv39734:***@1bbf73c5-d84a-4bb0-85b9-ab1a4348f4a4.c3n41cmd0nqnrk39u98g.databases.appdomain.cloud:32286/BLUDB\n",
      "Done.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <thead>\n",
       "        <tr>\n",
       "            <th>1</th>\n",
       "        </tr>\n",
       "    </thead>\n",
       "    <tbody>\n",
       "        <tr>\n",
       "            <td>462</td>\n",
       "        </tr>\n",
       "    </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "[(462,)]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%sql SELECT COUNT(NAME_OF_SCHOOL) FROM SCHOOLS WHERE \"Elementary, Middle, or High School\" = 'ES'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Double-click **here** for a hint\n",
    "\n",
    "<!--\n",
    "Which column specifies the school type e.g. 'ES', 'MS', 'HS'? (\"Elementary School, Middle School, High School\")\n",
    "-->\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Double-click **here** for another hint\n",
    "\n",
    "<!--\n",
    "Does the column name have mixed case, spaces or other special characters?\n",
    "If so, ensure you use double quotes around the \"Name of the Column\"\n",
    "-->\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Double-click **here** for the solution.\n",
    "\n",
    "<!-- Solution:\n",
    "\n",
    "%sql select count(*) from SCHOOLS where \"Elementary, Middle, or High School\" = 'ES'\n",
    "\n",
    "Correct answer: 462\n",
    "\n",
    "-->\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Problem 2\n",
    "\n",
    "##### What is the highest Safety Score?\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * ibm_db_sa://cnv39734:***@1bbf73c5-d84a-4bb0-85b9-ab1a4348f4a4.c3n41cmd0nqnrk39u98g.databases.appdomain.cloud:32286/BLUDB\n",
      "Done.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <thead>\n",
       "        <tr>\n",
       "            <th>1</th>\n",
       "        </tr>\n",
       "    </thead>\n",
       "    <tbody>\n",
       "        <tr>\n",
       "            <td>99</td>\n",
       "        </tr>\n",
       "    </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "[(99,)]"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%sql SELECT MAX(SAFETY_SCORE) FROM SCHOOLS "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Double-click **here** for a hint\n",
    "\n",
    "<!--\n",
    "Use the MAX() function\n",
    "-->\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Double-click **here** for the solution.\n",
    "\n",
    "<!-- Hint:\n",
    "\n",
    "%sql select MAX(Safety_Score) AS MAX_SAFETY_SCORE from SCHOOLS\n",
    "\n",
    "Correct answer: 99\n",
    "-->\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Problem 3\n",
    "\n",
    "##### Which schools have highest Safety Score?\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * ibm_db_sa://cnv39734:***@1bbf73c5-d84a-4bb0-85b9-ab1a4348f4a4.c3n41cmd0nqnrk39u98g.databases.appdomain.cloud:32286/BLUDB\n",
      "Done.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <thead>\n",
       "        <tr>\n",
       "            <th>name_of_school</th>\n",
       "        </tr>\n",
       "    </thead>\n",
       "    <tbody>\n",
       "        <tr>\n",
       "            <td>Abraham Lincoln Elementary School</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Alexander Graham Bell Elementary School</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Annie Keller Elementary Gifted Magnet School</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Augustus H Burley Elementary School</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Edgar Allan Poe Elementary Classical School</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Edgebrook Elementary School</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Ellen Mitchell Elementary School</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>James E McDade Elementary Classical School</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>James G Blaine Elementary School</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>LaSalle Elementary Language Academy</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Mary E Courtenay Elementary Language Arts Center</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Northside College Preparatory High School</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Northside Learning Center High School</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Norwood Park Elementary School</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Oriole Park Elementary School</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Sauganash Elementary School</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Stephen Decatur Classical Elementary School</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Talman Elementary School</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Wildwood Elementary School</td>\n",
       "        </tr>\n",
       "    </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "[('Abraham Lincoln Elementary School',),\n",
       " ('Alexander Graham Bell Elementary School',),\n",
       " ('Annie Keller Elementary Gifted Magnet School',),\n",
       " ('Augustus H Burley Elementary School',),\n",
       " ('Edgar Allan Poe Elementary Classical School',),\n",
       " ('Edgebrook Elementary School',),\n",
       " ('Ellen Mitchell Elementary School',),\n",
       " ('James E McDade Elementary Classical School',),\n",
       " ('James G Blaine Elementary School',),\n",
       " ('LaSalle Elementary Language Academy',),\n",
       " ('Mary E Courtenay Elementary Language Arts Center',),\n",
       " ('Northside College Preparatory High School',),\n",
       " ('Northside Learning Center High School',),\n",
       " ('Norwood Park Elementary School',),\n",
       " ('Oriole Park Elementary School',),\n",
       " ('Sauganash Elementary School',),\n",
       " ('Stephen Decatur Classical Elementary School',),\n",
       " ('Talman Elementary School',),\n",
       " ('Wildwood Elementary School',)]"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%sql SELECT NAME_OF_SCHOOL FROM SCHOOLS WHERE SAFETY_SCORE = (SELECT MAX(SAFETY_SCORE) FROM SCHOOLS)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Double-click **here** for the solution.\n",
    "\n",
    "<!-- Solution:\n",
    "In the previous problem we found out that the highest Safety Score is 99, so we can use that as an input in the where clause:\n",
    "\n",
    "%sql select Name_of_School, Safety_Score from SCHOOLS where Safety_Score = 99\n",
    "\n",
    "or, a better way:\n",
    "\n",
    "%sql select Name_of_School, Safety_Score from SCHOOLS where \\\n",
    "  Safety_Score= (select MAX(Safety_Score) from SCHOOLS)\n",
    "\n",
    "\n",
    "Correct answer: several schools with with Safety Score of 99.\n",
    "-->\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Problem 4\n",
    "\n",
    "##### What are the top 10 schools with the highest \"Average Student Attendance\"?\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * ibm_db_sa://cnv39734:***@1bbf73c5-d84a-4bb0-85b9-ab1a4348f4a4.c3n41cmd0nqnrk39u98g.databases.appdomain.cloud:32286/BLUDB\n",
      "Done.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <thead>\n",
       "        <tr>\n",
       "            <th>name_of_school</th>\n",
       "            <th>average_student_attendance</th>\n",
       "        </tr>\n",
       "    </thead>\n",
       "    <tbody>\n",
       "        <tr>\n",
       "            <td>John Charles Haines Elementary School</td>\n",
       "            <td>98.40%</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>James Ward Elementary School</td>\n",
       "            <td>97.80%</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Edgar Allan Poe Elementary Classical School</td>\n",
       "            <td>97.60%</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Orozco Fine Arts &amp; Sciences Elementary School</td>\n",
       "            <td>97.60%</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Rachel Carson Elementary School</td>\n",
       "            <td>97.60%</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Annie Keller Elementary Gifted Magnet School</td>\n",
       "            <td>97.50%</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Andrew Jackson Elementary Language Academy</td>\n",
       "            <td>97.40%</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Lenart Elementary Regional Gifted Center</td>\n",
       "            <td>97.40%</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Disney II Magnet School</td>\n",
       "            <td>97.30%</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>John H Vanderpoel Elementary Magnet School</td>\n",
       "            <td>97.20%</td>\n",
       "        </tr>\n",
       "    </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "[('John Charles Haines Elementary School', '98.40%'),\n",
       " ('James Ward Elementary School', '97.80%'),\n",
       " ('Edgar Allan Poe Elementary Classical School', '97.60%'),\n",
       " ('Orozco Fine Arts & Sciences Elementary School', '97.60%'),\n",
       " ('Rachel Carson Elementary School', '97.60%'),\n",
       " ('Annie Keller Elementary Gifted Magnet School', '97.50%'),\n",
       " ('Andrew Jackson Elementary Language Academy', '97.40%'),\n",
       " ('Lenart Elementary Regional Gifted Center', '97.40%'),\n",
       " ('Disney II Magnet School', '97.30%'),\n",
       " ('John H Vanderpoel Elementary Magnet School', '97.20%')]"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%sql SELECT NAME_OF_SCHOOL, AVERAGE_STUDENT_ATTENDANCE FROM SCHOOLS ORDER BY AVERAGE_STUDENT_ATTENDANCE DESC nulls last LIMIT 10"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Double-click **here** for the solution.\n",
    "\n",
    "<!-- Solution:\n",
    "\n",
    "%sql select Name_of_School, Average_Student_Attendance from SCHOOLS \\\n",
    "    order by Average_Student_Attendance desc nulls last limit 10 \n",
    "\n",
    "-->\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Problem 5\n",
    "\n",
    "##### Retrieve the list of 5 Schools with the lowest Average Student Attendance sorted in ascending order based on attendance\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * ibm_db_sa://cnv39734:***@1bbf73c5-d84a-4bb0-85b9-ab1a4348f4a4.c3n41cmd0nqnrk39u98g.databases.appdomain.cloud:32286/BLUDB\n",
      "Done.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <thead>\n",
       "        <tr>\n",
       "            <th>name_of_school</th>\n",
       "            <th>average_student_attendance</th>\n",
       "        </tr>\n",
       "    </thead>\n",
       "    <tbody>\n",
       "        <tr>\n",
       "            <td>Richard T Crane Technical Preparatory High School</td>\n",
       "            <td>57.90%</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Barbara Vick Early Childhood &amp; Family Center</td>\n",
       "            <td>60.90%</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Dyett High School</td>\n",
       "            <td>62.50%</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Wendell Phillips Academy High School</td>\n",
       "            <td>63.00%</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Orr Academy High School</td>\n",
       "            <td>66.30%</td>\n",
       "        </tr>\n",
       "    </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "[('Richard T Crane Technical Preparatory High School', '57.90%'),\n",
       " ('Barbara Vick Early Childhood & Family Center', '60.90%'),\n",
       " ('Dyett High School', '62.50%'),\n",
       " ('Wendell Phillips Academy High School', '63.00%'),\n",
       " ('Orr Academy High School', '66.30%')]"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%sql SELECT NAME_OF_SCHOOL, AVERAGE_STUDENT_ATTENDANCE FROM SCHOOLS ORDER BY AVERAGE_STUDENT_ATTENDANCE fetch first 5 rows only"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Double-click **here** for the solution.\n",
    "\n",
    "<!-- Solution:\n",
    "\n",
    "%sql SELECT Name_of_School, Average_Student_Attendance  \\\n",
    "     from SCHOOLS \\\n",
    "     order by Average_Student_Attendance \\\n",
    "     fetch first 5 rows only\n",
    "\n",
    "-->\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Problem 6\n",
    "\n",
    "##### Now remove the '%' sign from the above result set for Average Student Attendance column\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * ibm_db_sa://cnv39734:***@1bbf73c5-d84a-4bb0-85b9-ab1a4348f4a4.c3n41cmd0nqnrk39u98g.databases.appdomain.cloud:32286/BLUDB\n",
      "Done.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <thead>\n",
       "        <tr>\n",
       "            <th>name_of_school</th>\n",
       "            <th>2</th>\n",
       "        </tr>\n",
       "    </thead>\n",
       "    <tbody>\n",
       "        <tr>\n",
       "            <td>Richard T Crane Technical Preparatory High School</td>\n",
       "            <td>57.90</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Barbara Vick Early Childhood &amp; Family Center</td>\n",
       "            <td>60.90</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Dyett High School</td>\n",
       "            <td>62.50</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Wendell Phillips Academy High School</td>\n",
       "            <td>63.00</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Orr Academy High School</td>\n",
       "            <td>66.30</td>\n",
       "        </tr>\n",
       "    </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "[('Richard T Crane Technical Preparatory High School', '57.90'),\n",
       " ('Barbara Vick Early Childhood & Family Center', '60.90'),\n",
       " ('Dyett High School', '62.50'),\n",
       " ('Wendell Phillips Academy High School', '63.00'),\n",
       " ('Orr Academy High School', '66.30')]"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%sql SELECT NAME_OF_SCHOOL, REPLACE(AVERAGE_STUDENT_ATTENDANCE,'%','') FROM SCHOOLS ORDER BY AVERAGE_STUDENT_ATTENDANCE fetch first 5 rows only"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Double-click **here** for a hint\n",
    "\n",
    "<!--\n",
    "Use the REPLACE() function to replace '%' with ''\n",
    "See documentation for this function at:\n",
    "https://www.ibm.com/support/knowledgecenter/en/SSEPGG_10.5.0/com.ibm.db2.luw.sql.ref.doc/doc/r0000843.html\n",
    "-->\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Double-click **here** for the solution.\n",
    "\n",
    "<!-- Hint:\n",
    "\n",
    "%sql SELECT Name_of_School, REPLACE(Average_Student_Attendance, '%', '') \\\n",
    "     from SCHOOLS \\\n",
    "     order by Average_Student_Attendance \\\n",
    "     fetch first 5 rows only\n",
    "\n",
    "-->\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Problem 7\n",
    "\n",
    "##### Which Schools have Average Student Attendance lower than 70%?\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * ibm_db_sa://cnv39734:***@1bbf73c5-d84a-4bb0-85b9-ab1a4348f4a4.c3n41cmd0nqnrk39u98g.databases.appdomain.cloud:32286/BLUDB\n",
      "Done.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <thead>\n",
       "        <tr>\n",
       "            <th>name_of_school</th>\n",
       "            <th>average_student_attendance</th>\n",
       "        </tr>\n",
       "    </thead>\n",
       "    <tbody>\n",
       "        <tr>\n",
       "            <td>Richard T Crane Technical Preparatory High School</td>\n",
       "            <td>57.90%</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Barbara Vick Early Childhood &amp; Family Center</td>\n",
       "            <td>60.90%</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Dyett High School</td>\n",
       "            <td>62.50%</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Wendell Phillips Academy High School</td>\n",
       "            <td>63.00%</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Orr Academy High School</td>\n",
       "            <td>66.30%</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Manley Career Academy High School</td>\n",
       "            <td>66.80%</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Chicago Vocational Career Academy High School</td>\n",
       "            <td>68.80%</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Roberto Clemente Community Academy High School</td>\n",
       "            <td>69.60%</td>\n",
       "        </tr>\n",
       "    </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "[('Richard T Crane Technical Preparatory High School', '57.90%'),\n",
       " ('Barbara Vick Early Childhood & Family Center', '60.90%'),\n",
       " ('Dyett High School', '62.50%'),\n",
       " ('Wendell Phillips Academy High School', '63.00%'),\n",
       " ('Orr Academy High School', '66.30%'),\n",
       " ('Manley Career Academy High School', '66.80%'),\n",
       " ('Chicago Vocational Career Academy High School', '68.80%'),\n",
       " ('Roberto Clemente Community Academy High School', '69.60%')]"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%sql SELECT NAME_OF_SCHOOL, AVERAGE_STUDENT_ATTENDANCE FROM SCHOOLS WHERE CAST ( REPLACE(Average_Student_Attendance, '%', '') AS DOUBLE ) < 70 ORDER BY AVERAGE_STUDENT_ATTENDANCE"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Double-click **here** for a hint\n",
    "\n",
    "<!--\n",
    "The datatype of the \"Average_Student_Attendance\" column is varchar.\n",
    "So you cannot use it as is in the where clause for a numeric comparison.\n",
    "First use the CAST() function to cast it as a DECIMAL or DOUBLE\n",
    "e.g. CAST(\"Column_Name\" as DOUBLE)\n",
    "or simply: DECIMAL(\"Column_Name\")\n",
    "-->\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Double-click **here** for another hint\n",
    "\n",
    "<!--\n",
    "Don't forget the '%' age sign needs to be removed before casting\n",
    "-->\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Double-click **here** for the solution.\n",
    "\n",
    "<!-- Solution:\n",
    "\n",
    "%sql SELECT Name_of_School, Average_Student_Attendance  \\\n",
    "     from SCHOOLS \\\n",
    "     where CAST ( REPLACE(Average_Student_Attendance, '%', '') AS DOUBLE ) < 70 \\\n",
    "     order by Average_Student_Attendance\n",
    "     \n",
    "or,\n",
    "\n",
    "%sql SELECT Name_of_School, Average_Student_Attendance  \\\n",
    "     from SCHOOLS \\\n",
    "     where DECIMAL ( REPLACE(Average_Student_Attendance, '%', '') ) < 70 \\\n",
    "     order by Average_Student_Attendance\n",
    "\n",
    "-->\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Problem 8\n",
    "\n",
    "##### Get the total College Enrollment for each Community Area\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * ibm_db_sa://cnv39734:***@1bbf73c5-d84a-4bb0-85b9-ab1a4348f4a4.c3n41cmd0nqnrk39u98g.databases.appdomain.cloud:32286/BLUDB\n",
      "Done.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <thead>\n",
       "        <tr>\n",
       "            <th>1</th>\n",
       "            <th>community_area_name</th>\n",
       "        </tr>\n",
       "    </thead>\n",
       "    <tbody>\n",
       "        <tr>\n",
       "            <td>6864</td>\n",
       "            <td>ALBANY PARK</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4823</td>\n",
       "            <td>ARCHER HEIGHTS</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>1458</td>\n",
       "            <td>ARMOUR SQUARE</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>6483</td>\n",
       "            <td>ASHBURN</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4175</td>\n",
       "            <td>AUBURN GRESHAM</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>10933</td>\n",
       "            <td>AUSTIN</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>1522</td>\n",
       "            <td>AVALON PARK</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>3640</td>\n",
       "            <td>AVONDALE</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>14386</td>\n",
       "            <td>BELMONT CRAGIN</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>1636</td>\n",
       "            <td>BEVERLY</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>3167</td>\n",
       "            <td>BRIDGEPORT</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>9647</td>\n",
       "            <td>BRIGHTON PARK</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>549</td>\n",
       "            <td>BURNSIDE</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>1568</td>\n",
       "            <td>CALUMET HEIGHTS</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>5042</td>\n",
       "            <td>CHATHAM</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>7086</td>\n",
       "            <td>CHICAGO LAWN</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>2085</td>\n",
       "            <td>CLEARING</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4670</td>\n",
       "            <td>DOUGLAS</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4568</td>\n",
       "            <td>DUNNING</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>5337</td>\n",
       "            <td>EAST GARFIELD PARK</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>5305</td>\n",
       "            <td>EAST SIDE</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4600</td>\n",
       "            <td>EDGEWATER</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>910</td>\n",
       "            <td>EDISON PARK</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>6832</td>\n",
       "            <td>ENGLEWOOD</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>1431</td>\n",
       "            <td>FOREST GLEN</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>531</td>\n",
       "            <td>FULLER PARK</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>9915</td>\n",
       "            <td>GAGE PARK</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4552</td>\n",
       "            <td>GARFIELD RIDGE</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>2809</td>\n",
       "            <td>GRAND BOULEVARD</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4051</td>\n",
       "            <td>GREATER GRAND CROSSING</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>963</td>\n",
       "            <td>HEGEWISCH</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>3975</td>\n",
       "            <td>HERMOSA</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>8620</td>\n",
       "            <td>HUMBOLDT PARK</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>1930</td>\n",
       "            <td>HYDE PARK</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>7764</td>\n",
       "            <td>IRVING PARK</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>1755</td>\n",
       "            <td>JEFFERSON PARK</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4287</td>\n",
       "            <td>KENWOOD</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>7055</td>\n",
       "            <td>LAKE VIEW</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>5615</td>\n",
       "            <td>LINCOLN PARK</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4132</td>\n",
       "            <td>LINCOLN SQUARE</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>7351</td>\n",
       "            <td>LOGAN SQUARE</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>871</td>\n",
       "            <td>LOOP</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>7257</td>\n",
       "            <td>LOWER WEST SIDE</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>1552</td>\n",
       "            <td>MCKINLEY PARK</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>1317</td>\n",
       "            <td>MONTCLARE</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>3271</td>\n",
       "            <td>MORGAN PARK</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>2091</td>\n",
       "            <td>MOUNT GREENWOOD</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>3362</td>\n",
       "            <td>NEAR NORTH SIDE</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>1378</td>\n",
       "            <td>NEAR SOUTH SIDE</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>7975</td>\n",
       "            <td>NEAR WEST SIDE</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>7922</td>\n",
       "            <td>NEW CITY</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>7541</td>\n",
       "            <td>NORTH CENTER</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>5146</td>\n",
       "            <td>NORTH LAWNDALE</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4210</td>\n",
       "            <td>NORTH PARK</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>6469</td>\n",
       "            <td>NORWOOD PARK</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>140</td>\n",
       "            <td>OAKLAND</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>786</td>\n",
       "            <td>OHARE</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>6954</td>\n",
       "            <td>PORTAGE PARK</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>1620</td>\n",
       "            <td>PULLMAN</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>1547</td>\n",
       "            <td>RIVERDALE</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4068</td>\n",
       "            <td>ROGERS PARK</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>7020</td>\n",
       "            <td>ROSELAND</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4043</td>\n",
       "            <td>SOUTH CHICAGO</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>1859</td>\n",
       "            <td>SOUTH DEERING</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>14793</td>\n",
       "            <td>SOUTH LAWNDALE</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4543</td>\n",
       "            <td>SOUTH SHORE</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4388</td>\n",
       "            <td>UPTOWN</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4006</td>\n",
       "            <td>WASHINGTON HEIGHTS</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>2648</td>\n",
       "            <td>WASHINGTON PARK</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>3700</td>\n",
       "            <td>WEST ELSDON</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>5946</td>\n",
       "            <td>WEST ENGLEWOOD</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>2622</td>\n",
       "            <td>WEST GARFIELD PARK</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4207</td>\n",
       "            <td>WEST LAWN</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>3240</td>\n",
       "            <td>WEST PULLMAN</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>8197</td>\n",
       "            <td>WEST RIDGE</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>9429</td>\n",
       "            <td>WEST TOWN</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4206</td>\n",
       "            <td>WOODLAWN</td>\n",
       "        </tr>\n",
       "    </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "[(6864, 'ALBANY PARK'),\n",
       " (4823, 'ARCHER HEIGHTS'),\n",
       " (1458, 'ARMOUR SQUARE'),\n",
       " (6483, 'ASHBURN'),\n",
       " (4175, 'AUBURN GRESHAM'),\n",
       " (10933, 'AUSTIN'),\n",
       " (1522, 'AVALON PARK'),\n",
       " (3640, 'AVONDALE'),\n",
       " (14386, 'BELMONT CRAGIN'),\n",
       " (1636, 'BEVERLY'),\n",
       " (3167, 'BRIDGEPORT'),\n",
       " (9647, 'BRIGHTON PARK'),\n",
       " (549, 'BURNSIDE'),\n",
       " (1568, 'CALUMET HEIGHTS'),\n",
       " (5042, 'CHATHAM'),\n",
       " (7086, 'CHICAGO LAWN'),\n",
       " (2085, 'CLEARING'),\n",
       " (4670, 'DOUGLAS'),\n",
       " (4568, 'DUNNING'),\n",
       " (5337, 'EAST GARFIELD PARK'),\n",
       " (5305, 'EAST SIDE'),\n",
       " (4600, 'EDGEWATER'),\n",
       " (910, 'EDISON PARK'),\n",
       " (6832, 'ENGLEWOOD'),\n",
       " (1431, 'FOREST GLEN'),\n",
       " (531, 'FULLER PARK'),\n",
       " (9915, 'GAGE PARK'),\n",
       " (4552, 'GARFIELD RIDGE'),\n",
       " (2809, 'GRAND BOULEVARD'),\n",
       " (4051, 'GREATER GRAND CROSSING'),\n",
       " (963, 'HEGEWISCH'),\n",
       " (3975, 'HERMOSA'),\n",
       " (8620, 'HUMBOLDT PARK'),\n",
       " (1930, 'HYDE PARK'),\n",
       " (7764, 'IRVING PARK'),\n",
       " (1755, 'JEFFERSON PARK'),\n",
       " (4287, 'KENWOOD'),\n",
       " (7055, 'LAKE VIEW'),\n",
       " (5615, 'LINCOLN PARK'),\n",
       " (4132, 'LINCOLN SQUARE'),\n",
       " (7351, 'LOGAN SQUARE'),\n",
       " (871, 'LOOP'),\n",
       " (7257, 'LOWER WEST SIDE'),\n",
       " (1552, 'MCKINLEY PARK'),\n",
       " (1317, 'MONTCLARE'),\n",
       " (3271, 'MORGAN PARK'),\n",
       " (2091, 'MOUNT GREENWOOD'),\n",
       " (3362, 'NEAR NORTH SIDE'),\n",
       " (1378, 'NEAR SOUTH SIDE'),\n",
       " (7975, 'NEAR WEST SIDE'),\n",
       " (7922, 'NEW CITY'),\n",
       " (7541, 'NORTH CENTER'),\n",
       " (5146, 'NORTH LAWNDALE'),\n",
       " (4210, 'NORTH PARK'),\n",
       " (6469, 'NORWOOD PARK'),\n",
       " (140, 'OAKLAND'),\n",
       " (786, 'OHARE'),\n",
       " (6954, 'PORTAGE PARK'),\n",
       " (1620, 'PULLMAN'),\n",
       " (1547, 'RIVERDALE'),\n",
       " (4068, 'ROGERS PARK'),\n",
       " (7020, 'ROSELAND'),\n",
       " (4043, 'SOUTH CHICAGO'),\n",
       " (1859, 'SOUTH DEERING'),\n",
       " (14793, 'SOUTH LAWNDALE'),\n",
       " (4543, 'SOUTH SHORE'),\n",
       " (4388, 'UPTOWN'),\n",
       " (4006, 'WASHINGTON HEIGHTS'),\n",
       " (2648, 'WASHINGTON PARK'),\n",
       " (3700, 'WEST ELSDON'),\n",
       " (5946, 'WEST ENGLEWOOD'),\n",
       " (2622, 'WEST GARFIELD PARK'),\n",
       " (4207, 'WEST LAWN'),\n",
       " (3240, 'WEST PULLMAN'),\n",
       " (8197, 'WEST RIDGE'),\n",
       " (9429, 'WEST TOWN'),\n",
       " (4206, 'WOODLAWN')]"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%sql SELECT SUM(COLLEGE_ENROLLMENT), COMMUNITY_AREA_NAME FROM SCHOOLS GROUP BY COMMUNITY_AREA_NAME"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Double-click **here** for a hint\n",
    "\n",
    "<!--\n",
    "Verify the exact name of the Enrollment column in the database\n",
    "Use the SUM() function to add up the Enrollments for each Community Area\n",
    "-->\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Double-click **here** for another hint\n",
    "\n",
    "<!--\n",
    "Don't forget to group by the Community Area\n",
    "-->\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Double-click **here** for the solution.\n",
    "\n",
    "<!-- Solution:\n",
    "\n",
    "%sql select Community_Area_Name, sum(College_Enrollment) AS TOTAL_ENROLLMENT \\\n",
    "   from SCHOOLS \\\n",
    "   group by Community_Area_Name \n",
    "\n",
    "-->\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Problem 9\n",
    "\n",
    "##### Get the 5 Community Areas with the least total College Enrollment  sorted in ascending order\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * ibm_db_sa://cnv39734:***@1bbf73c5-d84a-4bb0-85b9-ab1a4348f4a4.c3n41cmd0nqnrk39u98g.databases.appdomain.cloud:32286/BLUDB\n",
      "Done.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <thead>\n",
       "        <tr>\n",
       "            <th>total_enrollment</th>\n",
       "            <th>community_area_name</th>\n",
       "        </tr>\n",
       "    </thead>\n",
       "    <tbody>\n",
       "        <tr>\n",
       "            <td>140</td>\n",
       "            <td>OAKLAND</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>531</td>\n",
       "            <td>FULLER PARK</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>549</td>\n",
       "            <td>BURNSIDE</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>786</td>\n",
       "            <td>OHARE</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>871</td>\n",
       "            <td>LOOP</td>\n",
       "        </tr>\n",
       "    </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "[(140, 'OAKLAND'),\n",
       " (531, 'FULLER PARK'),\n",
       " (549, 'BURNSIDE'),\n",
       " (786, 'OHARE'),\n",
       " (871, 'LOOP')]"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%sql SELECT TOTAL_ENROLLMENT, COMMUNITY_AREA_NAME FROM (SELECT SUM(COLLEGE_ENROLLMENT) AS TOTAL_ENROLLMENT, COMMUNITY_AREA_NAME FROM SCHOOLS GROUP BY COMMUNITY_AREA_NAME) ORDER BY TOTAL_ENROLLMENT LIMIT 5"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * ibm_db_sa://cnv39734:***@1bbf73c5-d84a-4bb0-85b9-ab1a4348f4a4.c3n41cmd0nqnrk39u98g.databases.appdomain.cloud:32286/BLUDB\n",
      "Done.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <thead>\n",
       "        <tr>\n",
       "            <th>total_enrollment</th>\n",
       "            <th>community_area_name</th>\n",
       "        </tr>\n",
       "    </thead>\n",
       "    <tbody>\n",
       "        <tr>\n",
       "            <td>140</td>\n",
       "            <td>OAKLAND</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>531</td>\n",
       "            <td>FULLER PARK</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>549</td>\n",
       "            <td>BURNSIDE</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>786</td>\n",
       "            <td>OHARE</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>871</td>\n",
       "            <td>LOOP</td>\n",
       "        </tr>\n",
       "    </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "[(140, 'OAKLAND'),\n",
       " (531, 'FULLER PARK'),\n",
       " (549, 'BURNSIDE'),\n",
       " (786, 'OHARE'),\n",
       " (871, 'LOOP')]"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%sql SELECT SUM(COLLEGE_ENROLLMENT) AS TOTAL_ENROLLMENT, COMMUNITY_AREA_NAME FROM SCHOOLS GROUP BY COMMUNITY_AREA_NAME ORDER BY TOTAL_ENROLLMENT LIMIT 5"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Double-click **here** for a hint\n",
    "\n",
    "<!--\n",
    "Order the previous query and limit the number of rows you fetch\n",
    "-->\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Double-click **here** for the solution.\n",
    "\n",
    "<!-- Solution:\n",
    "\n",
    "%sql select Community_Area_Name, sum(College_Enrollment) AS TOTAL_ENROLLMENT \\\n",
    "   from SCHOOLS \\\n",
    "   group by Community_Area_Name \\\n",
    "   order by TOTAL_ENROLLMENT asc \\\n",
    "   fetch first 5 rows only\n",
    "\n",
    "-->\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Problem 10\n",
    "\n",
    "##### List 5 schools with lowest safety score.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * ibm_db_sa://cnv39734:***@1bbf73c5-d84a-4bb0-85b9-ab1a4348f4a4.c3n41cmd0nqnrk39u98g.databases.appdomain.cloud:32286/BLUDB\n",
      "Done.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <thead>\n",
       "        <tr>\n",
       "            <th>name_of_school</th>\n",
       "            <th>safety_score</th>\n",
       "        </tr>\n",
       "    </thead>\n",
       "    <tbody>\n",
       "        <tr>\n",
       "            <td>Edmond Burke Elementary School</td>\n",
       "            <td>1</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Luke O&#x27;Toole Elementary School</td>\n",
       "            <td>5</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>George W Tilton Elementary School</td>\n",
       "            <td>6</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Foster Park Elementary School</td>\n",
       "            <td>11</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>Emil G Hirsch Metropolitan High School</td>\n",
       "            <td>13</td>\n",
       "        </tr>\n",
       "    </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "[('Edmond Burke Elementary School', 1),\n",
       " (\"Luke O'Toole Elementary School\", 5),\n",
       " ('George W Tilton Elementary School', 6),\n",
       " ('Foster Park Elementary School', 11),\n",
       " ('Emil G Hirsch Metropolitan High School', 13)]"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%sql SELECT NAME_OF_SCHOOL, SAFETY_SCORE FROM SCHOOLS ORDER BY SAFETY_SCORE LIMIT 5"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Double-click **here** for the solution.\n",
    "\n",
    "<!-- Solution:\n",
    "\n",
    "%sql SELECT name_of_school, safety_score \\\n",
    "FROM schools \\\n",
    "ORDER BY safety_score \\\n",
    "LIMIT 5\n",
    "-->\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Problem 11\n",
    "\n",
    "##### Get the hardship index for the community area which has College Enrollment of 4368\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * ibm_db_sa://cnv39734:***@1bbf73c5-d84a-4bb0-85b9-ab1a4348f4a4.c3n41cmd0nqnrk39u98g.databases.appdomain.cloud:32286/BLUDB\n",
      "Done.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <thead>\n",
       "        <tr>\n",
       "            <th>community_area_name</th>\n",
       "            <th>hardship_index</th>\n",
       "        </tr>\n",
       "    </thead>\n",
       "    <tbody>\n",
       "        <tr>\n",
       "            <td>UPTOWN</td>\n",
       "            <td>20.0</td>\n",
       "        </tr>\n",
       "    </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "[('UPTOWN', 20.0)]"
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%%sql \n",
    "\n",
    "SELECT A.COMMUNITY_AREA_NAME, B.HARDSHIP_INDEX \n",
    "  FROM (SELECT SUM(COLLEGE_ENROLLMENT) AS TOTAL_ENROLLMENT, COMMUNITY_AREA_NAME FROM SCHOOLS GROUP BY COMMUNITY_AREA_NAME) A, CHICAGO_SOCIOECONOMIC_DATA B \n",
    "  WHERE UPPER(A.COMMUNITY_AREA_NAME) = UPPER(B.COMMUNITY_AREA_NAME) AND TOTAL_ENROLLMENT=4388"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Double-click **here** for the solution.\n",
    "\n",
    "<!-- Solution:\n",
    "NOTE: For this solution to work the CHICAGO_SOCIOECONOMIC_DATA table \n",
    "      as created in the last lab of Week 3 should already exist\n",
    "\n",
    "%%sql \n",
    "select hardship_index \n",
    "   from chicago_socioeconomic_data CD, schools CPS \n",
    "   where CD.ca = CPS.community_area_number \n",
    "      and college_enrollment = 4368\n",
    "\n",
    "-->\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Problem 12\n",
    "\n",
    "##### Get the hardship index for the community area which has the school with the  highest enrollment.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * ibm_db_sa://cnv39734:***@1bbf73c5-d84a-4bb0-85b9-ab1a4348f4a4.c3n41cmd0nqnrk39u98g.databases.appdomain.cloud:32286/BLUDB\n",
      "(ibm_db_dbi.ProgrammingError) ibm_db_dbi::ProgrammingError: SQLNumResultCols failed: [IBM][CLI Driver][DB2/LINUXX8664] SQL0119N  An expression starting with \"COMMUNITY_AREA_NAME\" specified in a SELECT clause, HAVING clause, or ORDER BY clause is not specified in the GROUP BY clause or it is in a SELECT clause, HAVING clause, or ORDER BY clause with a column function and no GROUP BY clause is specified.  SQLSTATE=42803 SQLCODE=-119\n",
      "[SQL: SELECT A.COMMUNITY_AREA_NAME, B.HARDSHIP_INDEX \n",
      "  FROM (SELECT MAX(COLLEGE_ENROLLMENT), COMMUNITY_AREA_NAME FROM SCHOOLS) A, CHICAGO_SOCIOECONOMIC_DATA B \n",
      "  WHERE UPPER(A.COMMUNITY_AREA_NAME) = UPPER(B.COMMUNITY_AREA_NAME) AND TOTAL_ENROLLMENT=4388]\n",
      "(Background on this error at: http://sqlalche.me/e/13/f405)\n"
     ]
    }
   ],
   "source": [
    "%%sql \n",
    "\n",
    "SELECT A.COMMUNITY_AREA_NAME, B.HARDSHIP_INDEX \n",
    "  FROM (SELECT MAX(COLLEGE_ENROLLMENT), COMMUNITY_AREA_NAME FROM SCHOOLS) A, CHICAGO_SOCIOECONOMIC_DATA B \n",
    "  WHERE UPPER(A.COMMUNITY_AREA_NAME) = UPPER(B.COMMUNITY_AREA_NAME) AND TOTAL_ENROLLMENT=4388"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * ibm_db_sa://cnv39734:***@1bbf73c5-d84a-4bb0-85b9-ab1a4348f4a4.c3n41cmd0nqnrk39u98g.databases.appdomain.cloud:32286/BLUDB\n",
      "Done.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <thead>\n",
       "        <tr>\n",
       "            <th>community_area_name</th>\n",
       "            <th>hardship_index</th>\n",
       "        </tr>\n",
       "    </thead>\n",
       "    <tbody>\n",
       "        <tr>\n",
       "            <td>NORTH CENTER</td>\n",
       "            <td>6.0</td>\n",
       "        </tr>\n",
       "    </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "[('NORTH CENTER', 6.0)]"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%%sql SELECT A.COMMUNITY_AREA_NAME, B.HARDSHIP_INDEX FROM SCHOOLS A, CHICAGO_SOCIOECONOMIC_DATA B \n",
    "  WHERE UPPER(A.COMMUNITY_AREA_NAME) = UPPER(B.COMMUNITY_AREA_NAME) AND COLLEGE_ENROLLMENT=(SELECT MAX(COLLEGE_ENROLLMENT) FROM SCHOOLS)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Double-click **here** for the solution.\n",
    "\n",
    "<!-- Solution:\n",
    "NOTE: For this solution to work the CHICAGO_SOCIOECONOMIC_DATA table \n",
    "      as created in the last lab of Week 3 should already exist\n",
    "\n",
    "%sql select ca, community_area_name, hardship_index from chicago_socioeconomic_data \\\n",
    "   where ca in \\\n",
    "   ( select community_area_number from schools order by college_enrollment desc limit 1 )\n",
    "\n",
    "-->\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Summary\n",
    "\n",
    "##### In this lab you learned how to work with a real word dataset using SQL and Python. You learned how to query columns with spaces or special characters in their names and with mixed case names. You also used built in database functions and practiced how to sort, limit, and order result sets, as well as used sub-queries and worked with multiple tables.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Author\n",
    "\n",
    "<a href=\"https://www.linkedin.com/in/ravahuja/?utm_medium=Exinfluencer&utm_source=Exinfluencer&utm_content=000026UJ&utm_term=10006555&utm_id=NA-SkillsNetwork-Channel-SkillsNetworkCoursesIBMDeveloperSkillsNetworkDB0201ENSkillsNetwork20127838-2022-01-01\" target=\"_blank\">Rav Ahuja</a>\n",
    "\n",
    "## Change Log\n",
    "\n",
    "| Date (YYYY-MM-DD) | Version | Changed By        | Change Description                        |\n",
    "| ----------------- | ------- | ----------------- | ----------------------------------------- |\n",
    "| 2021-07-09        | 2.4     | Malika            | Updated connection string                 |\n",
    "| 2021-05-19        | 2.3     | Lakshmi Holla     | Updated question                          |\n",
    "| 2021-04-20        | 2.2     | Malika            | Added the libraries                       |\n",
    "| 2020-11-27        | 2.1     | Sannareddy Ramesh | Modified data sets and added new problems |\n",
    "| 2020-08-28        | 2.0     | Lavanya           | Moved lab to course repo in GitLab        |\n",
    "\n",
    "<hr>\n",
    "\n",
    "## <h3 align=\"center\"> © IBM Corporation 2020. All rights reserved. <h3/>\n"
   ]
  }
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