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Created on Skills Network Labs
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"<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?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&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?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_edX/data/Chicago_Public_Schools_-_Progress_Report_Cards__2011-2012-v3.csv\">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\"><img src = \"https://ibm.box.com/shared/static/uc4xjh1uxcc78ks1i18v668simioz4es.jpg\"></a>\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Connect to the database\n",
"\n",
"Let us now load the ipython-sql extension and establish a connection with the database\n"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"%load_ext sql"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'Connected: lnx60378@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\n",
"%sql ibm_db_sa://lnx60378:09ns76v4%5Elbt6cc2@dashdb-txn-sbox-yp-dal09-12.services.dal.bluemix.net:50000/BLUDB"
]
},
{
"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": 15,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" * ibm_db_sa://lnx60378:***@dashdb-txn-sbox-yp-dal09-12.services.dal.bluemix.net:50000/BLUDB\n",
"Done.\n"
]
},
{
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" <th>avgcompressedrowsize</th>\n",
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" <th>pctrowscompressed</th>\n",
" <th>logindexbuild</th>\n",
" <th>codepage</th>\n",
" <th>collationschema</th>\n",
" <th>collationname</th>\n",
" <th>collationschema_orderby</th>\n",
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" <th>encoding_scheme</th>\n",
" <th>pctpagessaved</th>\n",
" <th>last_regen_time</th>\n",
" <th>secpolicyid</th>\n",
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" </tr>\n",
" <tr>\n",
" <td>LNX60378</td>\n",
" <td>LOCATIONS</td>\n",
" <td>LNX60378</td>\n",
" <td>U</td>\n",
" <td>T</td>\n",
" <td>N</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>2020-12-01 04:06:18.988335</td>\n",
" <td>2020-12-01 04:06:19.164083</td>\n",
" <td>2020-12-01 04:06:19.164097</td>\n",
" <td>2020-12-01 06:03:15.061585</td>\n",
" <td>2</td>\n",
" <td>9</td>\n",
" <td>143</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>2</td>\n",
" <td>-1</td>\n",
" <td>-1</td>\n",
" <td>-1</td>\n",
" <td>0</td>\n",
" <td>lnx60378space1</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>2</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>N</td>\n",
" <td>YYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYY</td>\n",
" <td>1</td>\n",
" <td> </td>\n",
" <td>0</td>\n",
" <td>-1</td>\n",
" <td>N</td>\n",
" <td> </td>\n",
" <td>None</td>\n",
" <td>R</td>\n",
" <td> </td>\n",
" <td>N</td>\n",
" <td>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</td>\n",
" <td>None</td>\n",
" <td>N</td>\n",
" <td> </td>\n",
" <td>F</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>N</td>\n",
" <td>999</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>28</td>\n",
" <td>0.0</td>\n",
" <td>None</td>\n",
" <td>1208</td>\n",
" <td>SYSIBM</td>\n",
" <td>IDENTITY</td>\n",
" <td>SYSIBM</td>\n",
" <td>IDENTITY</td>\n",
" <td> </td>\n",
" <td>0</td>\n",
" <td>2020-12-01 04:06:18.988335</td>\n",
" <td>0</td>\n",
" <td> </td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>N</td>\n",
" <td>LNX60378</td>\n",
" <td> </td>\n",
" <td> </td>\n",
" <td> </td>\n",
" <td>0001-01-01</td>\n",
" <td> </td>\n",
" <td>N</td>\n",
" <td>R</td>\n",
" <td>N</td>\n",
" <td>-1.0</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <td>LNX60378</td>\n",
" <td>PETRESCUE</td>\n",
" <td>LNX60378</td>\n",
" <td>U</td>\n",
" <td>T</td>\n",
" <td>N</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>2020-12-01 04:58:12.915948</td>\n",
" <td>2020-12-01 04:58:13.093534</td>\n",
" <td>2020-12-01 04:58:13.093548</td>\n",
" <td>2020-12-01 05:02:23.763793</td>\n",
" <td>5</td>\n",
" <td>10</td>\n",
" <td>143</td>\n",
" <td>9</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>-1</td>\n",
" <td>-1</td>\n",
" <td>-1</td>\n",
" <td>0</td>\n",
" <td>lnx60378space1</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>N</td>\n",
" <td>YYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYY</td>\n",
" <td>1</td>\n",
" <td> </td>\n",
" <td>0</td>\n",
" <td>-1</td>\n",
" <td>N</td>\n",
" <td> </td>\n",
" <td>None</td>\n",
" <td>R</td>\n",
" <td> </td>\n",
" <td>N</td>\n",
" <td>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</td>\n",
" <td>None</td>\n",
" <td>N</td>\n",
" <td> </td>\n",
" <td>F</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>N</td>\n",
" <td>999</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>38</td>\n",
" <td>0.0</td>\n",
" <td>None</td>\n",
" <td>1208</td>\n",
" <td>SYSIBM</td>\n",
" <td>IDENTITY</td>\n",
" <td>SYSIBM</td>\n",
" <td>IDENTITY</td>\n",
" <td> </td>\n",
" <td>0</td>\n",
" <td>2020-12-01 04:58:12.915948</td>\n",
" <td>0</td>\n",
" <td> </td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>N</td>\n",
" <td>LNX60378</td>\n",
" <td> </td>\n",
" <td> </td>\n",
" <td> </td>\n",
" <td>2020-12-01</td>\n",
" <td> </td>\n",
" <td>N</td>\n",
" <td>R</td>\n",
" <td>N</td>\n",
" <td>-1.0</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <td>LNX60378</td>\n",
" <td>INSTRUCTOR</td>\n",
" <td>LNX60378</td>\n",
" <td>U</td>\n",
" <td>T</td>\n",
" <td>N</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>2020-12-02 02:18:23.899084</td>\n",
" <td>2020-12-02 02:18:24.115129</td>\n",
" <td>2020-12-02 02:18:24.115143</td>\n",
" <td>2020-12-02 02:53:18.513541</td>\n",
" <td>5</td>\n",
" <td>4</td>\n",
" <td>143</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>-1</td>\n",
" <td>-1</td>\n",
" <td>-1</td>\n",
" <td>0</td>\n",
" <td>lnx60378space1</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>N</td>\n",
" <td>YYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYY</td>\n",
" <td>1</td>\n",
" <td> </td>\n",
" <td>0</td>\n",
" <td>-1</td>\n",
" <td>N</td>\n",
" <td> </td>\n",
" <td>None</td>\n",
" <td>R</td>\n",
" <td> </td>\n",
" <td>N</td>\n",
" <td>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</td>\n",
" <td>None</td>\n",
" <td>N</td>\n",
" <td> </td>\n",
" <td>F</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>N</td>\n",
" <td>999</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>47</td>\n",
" <td>0.0</td>\n",
" <td>None</td>\n",
" <td>1208</td>\n",
" <td>SYSIBM</td>\n",
" <td>IDENTITY</td>\n",
" <td>SYSIBM</td>\n",
" <td>IDENTITY</td>\n",
" <td> </td>\n",
" <td>0</td>\n",
" <td>2020-12-02 02:18:23.899084</td>\n",
" <td>0</td>\n",
" <td> </td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>N</td>\n",
" <td>LNX60378</td>\n",
" <td> </td>\n",
" <td> </td>\n",
" <td> </td>\n",
" <td>2020-12-02</td>\n",
" <td> </td>\n",
" <td>N</td>\n",
" <td>R</td>\n",
" <td>N</td>\n",
" <td>-1.0</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <td>LNX60378</td>\n",
" <td>INTERNATIONAL_STUDENT_TEST_SCORES</td>\n",
" <td>LNX60378</td>\n",
" <td>U</td>\n",
" <td>T</td>\n",
" <td>N</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>2020-12-02 02:39:04.741857</td>\n",
" <td>2020-12-02 02:39:04.741857</td>\n",
" <td>2020-12-02 02:39:04.741857</td>\n",
" <td>2020-12-02 02:42:24.037779</td>\n",
" <td>4</td>\n",
" <td>11</td>\n",
" <td>143</td>\n",
" <td>99</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>-1</td>\n",
" <td>-1</td>\n",
" <td>-1</td>\n",
" <td>0</td>\n",
" <td>lnx60378space1</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>N</td>\n",
" <td>YYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYY</td>\n",
" <td>1</td>\n",
" <td> </td>\n",
" <td>0</td>\n",
" <td>-1</td>\n",
" <td>N</td>\n",
" <td> </td>\n",
" <td>None</td>\n",
" <td>R</td>\n",
" <td> </td>\n",
" <td>N</td>\n",
" <td>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</td>\n",
" <td>None</td>\n",
" <td>N</td>\n",
" <td> </td>\n",
" <td>F</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>N</td>\n",
" <td>999</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>49</td>\n",
" <td>0.0</td>\n",
" <td>None</td>\n",
" <td>1208</td>\n",
" <td>SYSIBM</td>\n",
" <td>IDENTITY</td>\n",
" <td>SYSIBM</td>\n",
" <td>IDENTITY</td>\n",
" <td> </td>\n",
" <td>0</td>\n",
" <td>2020-12-02 02:39:04.741857</td>\n",
" <td>0</td>\n",
" <td> </td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>N</td>\n",
" <td>LNX60378</td>\n",
" <td> </td>\n",
" <td> </td>\n",
" <td> </td>\n",
" <td>2020-12-02</td>\n",
" <td> </td>\n",
" <td>N</td>\n",
" <td>R</td>\n",
" <td>N</td>\n",
" <td>-1.0</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <td>LNX60378</td>\n",
" <td>CHICAGO_SOCIOECONOMIC_DATA</td>\n",
" <td>LNX60378</td>\n",
" <td>U</td>\n",
" <td>T</td>\n",
" <td>N</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>2020-12-02 02:56:03.534512</td>\n",
" <td>2020-12-02 02:56:03.534512</td>\n",
" <td>2020-12-02 02:56:03.967047</td>\n",
" <td>2020-12-02 02:57:23.784917</td>\n",
" <td>10</td>\n",
" <td>12</td>\n",
" <td>143</td>\n",
" <td>78</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>-1</td>\n",
" <td>-1</td>\n",
" <td>-1</td>\n",
" <td>0</td>\n",
" <td>lnx60378space1</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>N</td>\n",
" <td>YYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYY</td>\n",
" <td>1</td>\n",
" <td> </td>\n",
" <td>0</td>\n",
" <td>-1</td>\n",
" <td>N</td>\n",
" <td> </td>\n",
" <td>None</td>\n",
" <td>R</td>\n",
" <td> </td>\n",
" <td>N</td>\n",
" <td>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</td>\n",
" <td>None</td>\n",
" <td>N</td>\n",
" <td> </td>\n",
" <td>F</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>N</td>\n",
" <td>999</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>111</td>\n",
" <td>0.0</td>\n",
" <td>None</td>\n",
" <td>1208</td>\n",
" <td>SYSIBM</td>\n",
" <td>IDENTITY</td>\n",
" <td>SYSIBM</td>\n",
" <td>IDENTITY</td>\n",
" <td> </td>\n",
" <td>0</td>\n",
" <td>2020-12-02 02:56:03.534512</td>\n",
" <td>0</td>\n",
" <td> </td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>N</td>\n",
" <td>LNX60378</td>\n",
" <td> </td>\n",
" <td> </td>\n",
" <td> </td>\n",
" <td>2020-12-02</td>\n",
" <td> </td>\n",
" <td>N</td>\n",
" <td>R</td>\n",
" <td>N</td>\n",
" <td>-1.0</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <td>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_SCHOOLS</td>\n",
" <td>LNX60378</td>\n",
" <td>U</td>\n",
" <td>T</td>\n",
" <td>N</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>2020-12-02 03:43:33.517550</td>\n",
" <td>2020-12-02 03:43:33.517550</td>\n",
" <td>2020-12-02 03:43:33.517550</td>\n",
" <td>2020-12-02 03:47:24.655671</td>\n",
" <td>78</td>\n",
" <td>13</td>\n",
" <td>143</td>\n",
" <td>566</td>\n",
" <td>15</td>\n",
" <td>0</td>\n",
" <td>16</td>\n",
" <td>-1</td>\n",
" <td>-1</td>\n",
" <td>-1</td>\n",
" <td>0</td>\n",
" <td>lnx60378space1</td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>N</td>\n",
" <td>YYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYY</td>\n",
" <td>1</td>\n",
" <td> </td>\n",
" <td>0</td>\n",
" <td>-1</td>\n",
" <td>N</td>\n",
" <td> </td>\n",
" <td>None</td>\n",
" <td>R</td>\n",
" <td> </td>\n",
" <td>N</td>\n",
" <td>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</td>\n",
" <td>None</td>\n",
" <td>N</td>\n",
" <td> </td>\n",
" <td>F</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>N</td>\n",
" <td>999</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>844</td>\n",
" <td>0.0</td>\n",
" <td>None</td>\n",
" <td>1208</td>\n",
" <td>SYSIBM</td>\n",
" <td>IDENTITY</td>\n",
" <td>SYSIBM</td>\n",
" <td>IDENTITY</td>\n",
" <td> </td>\n",
" <td>0</td>\n",
" <td>2020-12-02 03:43:33.517550</td>\n",
" <td>0</td>\n",
" <td> </td>\n",
" <td>None</td>\n",
" <td>None</td>\n",
" <td>N</td>\n",
" <td>LNX60378</td>\n",
" <td> </td>\n",
" <td> </td>\n",
" <td> </td>\n",
" <td>0001-01-01</td>\n",
" <td> </td>\n",
" <td>N</td>\n",
" <td>R</td>\n",
" <td>N</td>\n",
" <td>-1.0</td>\n",
" <td>None</td>\n",
" </tr>\n",
"</table>"
],
"text/plain": [
"[('LNX60378', 'EMPLOYEES', 'LNX60378', 'U', 'T', 'N', None, None, None, None, datetime.datetime(2020, 12, 1, 4, 6, 18, 171116), datetime.datetime(2020, 12, 1, 4, 6, 18, 357225), datetime.datetime(2020, 12, 1, 4, 6, 18, 357240), datetime.datetime(2020, 12, 1, 4, 17, 24, 97232), 11, 5, 143, 10, 1, 0, 2, -1, -1, -1, 0, 'lnx60378space1', None, None, 0, 0, 0, 1, 1, 0, 0, 'N', 'YYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYY', 1, ' ', '0', -1, 'N', ' ', None, 'R', ' ', 'N', ' ', None, 'N', ' ', 'F', None, 0, 'N', 999, 0, 0.0, 118, 0.0, None, 1208, 'SYSIBM', 'IDENTITY', 'SYSIBM', 'IDENTITY', ' ', 0, datetime.datetime(2020, 12, 1, 4, 6, 18, 171116), 0, ' ', None, None, 'N', 'LNX60378', ' ', ' ', ' ', datetime.date(1, 1, 1), ' ', 'N', 'R', 'N', -1.0, None),\n",
" ('LNX60378', 'JOB_HISTORY', 'LNX60378', 'U', 'T', 'N', None, None, None, None, datetime.datetime(2020, 12, 1, 4, 6, 18, 370473), datetime.datetime(2020, 12, 1, 4, 6, 18, 554560), datetime.datetime(2020, 12, 1, 4, 6, 18, 554576), datetime.datetime(2020, 12, 1, 6, 3, 14, 674845), 4, 6, 143, 9, 1, 0, 2, -1, -1, -1, 0, 'lnx60378space1', None, None, 0, 0, 0, 2, 1, 0, 0, 'N', 'YYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYY', 1, ' ', '0', -1, 'N', ' ', None, 'R', ' ', 'N', ' ', None, 'N', ' ', 'F', None, 0, 'N', 999, 0, 0.0, 43, 0.0, None, 1208, 'SYSIBM', 'IDENTITY', 'SYSIBM', 'IDENTITY', ' ', 0, datetime.datetime(2020, 12, 1, 4, 6, 18, 370473), 0, ' ', None, None, 'N', 'LNX60378', ' ', ' ', ' ', datetime.date(1, 1, 1), ' ', 'N', 'R', 'N', -1.0, None),\n",
" ('LNX60378', 'JOBS', 'LNX60378', 'U', 'T', 'N', None, None, None, None, datetime.datetime(2020, 12, 1, 4, 6, 18, 570771), datetime.datetime(2020, 12, 1, 4, 6, 18, 784646), datetime.datetime(2020, 12, 1, 4, 6, 18, 784662), datetime.datetime(2020, 12, 1, 6, 3, 16, 849421), 4, 7, 143, 10, 1, 0, 2, -1, -1, -1, 0, 'lnx60378space1', None, None, 0, 0, 0, 1, 1, 0, 0, 'N', 'YYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYY', 1, ' ', '0', -1, 'N', ' ', None, 'R', ' ', 'N', ' ', None, 'N', ' ', 'F', None, 0, 'N', 999, 0, 0.0, 53, 0.0, None, 1208, 'SYSIBM', 'IDENTITY', 'SYSIBM', 'IDENTITY', ' ', 0, datetime.datetime(2020, 12, 1, 4, 6, 18, 570771), 0, ' ', None, None, 'N', 'LNX60378', ' ', ' ', ' ', datetime.date(1, 1, 1), ' ', 'N', 'R', 'N', -1.0, None),\n",
" ('LNX60378', 'DEPARTMENTS', 'LNX60378', 'U', 'T', 'N', None, None, None, None, datetime.datetime(2020, 12, 1, 4, 6, 18, 797070), datetime.datetime(2020, 12, 1, 4, 6, 18, 976487), datetime.datetime(2020, 12, 1, 4, 6, 18, 976502), datetime.datetime(2020, 12, 1, 6, 3, 14, 868678), 4, 8, 143, 3, 1, 0, 2, -1, -1, -1, 0, 'lnx60378space1', None, None, 0, 0, 0, 1, 1, 0, 0, 'N', 'YYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYY', 1, ' ', '0', -1, 'N', ' ', None, 'R', ' ', 'N', ' ', None, 'N', ' ', 'F', None, 0, 'N', 999, 0, 0.0, 57, 0.0, None, 1208, 'SYSIBM', 'IDENTITY', 'SYSIBM', 'IDENTITY', ' ', 0, datetime.datetime(2020, 12, 1, 4, 6, 18, 797070), 0, ' ', None, None, 'N', 'LNX60378', ' ', ' ', ' ', datetime.date(2020, 12, 1), ' ', 'N', 'R', 'N', -1.0, None),\n",
" ('LNX60378', 'LOCATIONS', 'LNX60378', 'U', 'T', 'N', None, None, None, None, datetime.datetime(2020, 12, 1, 4, 6, 18, 988335), datetime.datetime(2020, 12, 1, 4, 6, 19, 164083), datetime.datetime(2020, 12, 1, 4, 6, 19, 164097), datetime.datetime(2020, 12, 1, 6, 3, 15, 61585), 2, 9, 143, 3, 1, 0, 2, -1, -1, -1, 0, 'lnx60378space1', None, None, 0, 0, 0, 2, 1, 0, 0, 'N', 'YYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYY', 1, ' ', '0', -1, 'N', ' ', None, 'R', ' ', 'N', ' ', None, 'N', ' ', 'F', None, 0, 'N', 999, 0, 0.0, 28, 0.0, None, 1208, 'SYSIBM', 'IDENTITY', 'SYSIBM', 'IDENTITY', ' ', 0, datetime.datetime(2020, 12, 1, 4, 6, 18, 988335), 0, ' ', None, None, 'N', 'LNX60378', ' ', ' ', ' ', datetime.date(1, 1, 1), ' ', 'N', 'R', 'N', -1.0, None),\n",
" ('LNX60378', 'PETRESCUE', 'LNX60378', 'U', 'T', 'N', None, None, None, None, datetime.datetime(2020, 12, 1, 4, 58, 12, 915948), datetime.datetime(2020, 12, 1, 4, 58, 13, 93534), datetime.datetime(2020, 12, 1, 4, 58, 13, 93548), datetime.datetime(2020, 12, 1, 5, 2, 23, 763793), 5, 10, 143, 9, 1, 0, 1, -1, -1, -1, 0, 'lnx60378space1', None, None, 0, 0, 0, 1, 1, 0, 0, 'N', 'YYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYY', 1, ' ', '0', -1, 'N', ' ', None, 'R', ' ', 'N', ' ', None, 'N', ' ', 'F', None, 0, 'N', 999, 0, 0.0, 38, 0.0, None, 1208, 'SYSIBM', 'IDENTITY', 'SYSIBM', 'IDENTITY', ' ', 0, datetime.datetime(2020, 12, 1, 4, 58, 12, 915948), 0, ' ', None, None, 'N', 'LNX60378', ' ', ' ', ' ', datetime.date(2020, 12, 1), ' ', 'N', 'R', 'N', -1.0, None),\n",
" ('LNX60378', 'INSTRUCTOR', 'LNX60378', 'U', 'T', 'N', None, None, None, None, datetime.datetime(2020, 12, 2, 2, 18, 23, 899084), datetime.datetime(2020, 12, 2, 2, 18, 24, 115129), datetime.datetime(2020, 12, 2, 2, 18, 24, 115143), datetime.datetime(2020, 12, 2, 2, 53, 18, 513541), 5, 4, 143, 3, 1, 0, 1, -1, -1, -1, 0, 'lnx60378space1', None, None, 0, 0, 0, 1, 1, 0, 0, 'N', 'YYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYY', 1, ' ', '0', -1, 'N', ' ', None, 'R', ' ', 'N', ' ', None, 'N', ' ', 'F', None, 0, 'N', 999, 0, 0.0, 47, 0.0, None, 1208, 'SYSIBM', 'IDENTITY', 'SYSIBM', 'IDENTITY', ' ', 0, datetime.datetime(2020, 12, 2, 2, 18, 23, 899084), 0, ' ', None, None, 'N', 'LNX60378', ' ', ' ', ' ', datetime.date(2020, 12, 2), ' ', 'N', 'R', 'N', -1.0, None),\n",
" ('LNX60378', 'INTERNATIONAL_STUDENT_TEST_SCORES', 'LNX60378', 'U', 'T', 'N', None, None, None, None, datetime.datetime(2020, 12, 2, 2, 39, 4, 741857), datetime.datetime(2020, 12, 2, 2, 39, 4, 741857), datetime.datetime(2020, 12, 2, 2, 39, 4, 741857), datetime.datetime(2020, 12, 2, 2, 42, 24, 37779), 4, 11, 143, 99, 1, 0, 1, -1, -1, -1, 0, 'lnx60378space1', None, None, 0, 0, 0, 0, 0, 0, 0, 'N', 'YYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYY', 1, ' ', '0', -1, 'N', ' ', None, 'R', ' ', 'N', ' ', None, 'N', ' ', 'F', None, 0, 'N', 999, 0, 0.0, 49, 0.0, None, 1208, 'SYSIBM', 'IDENTITY', 'SYSIBM', 'IDENTITY', ' ', 0, datetime.datetime(2020, 12, 2, 2, 39, 4, 741857), 0, ' ', None, None, 'N', 'LNX60378', ' ', ' ', ' ', datetime.date(2020, 12, 2), ' ', 'N', 'R', 'N', -1.0, None),\n",
" ('LNX60378', 'CHICAGO_SOCIOECONOMIC_DATA', 'LNX60378', 'U', 'T', 'N', None, None, None, None, datetime.datetime(2020, 12, 2, 2, 56, 3, 534512), datetime.datetime(2020, 12, 2, 2, 56, 3, 534512), datetime.datetime(2020, 12, 2, 2, 56, 3, 967047), datetime.datetime(2020, 12, 2, 2, 57, 23, 784917), 10, 12, 143, 78, 1, 0, 1, -1, -1, -1, 0, 'lnx60378space1', None, None, 0, 0, 0, 0, 0, 0, 0, 'N', 'YYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYY', 1, ' ', '0', -1, 'N', ' ', None, 'R', ' ', 'N', ' ', None, 'N', ' ', 'F', None, 0, 'N', 999, 0, 0.0, 111, 0.0, None, 1208, 'SYSIBM', 'IDENTITY', 'SYSIBM', 'IDENTITY', ' ', 0, datetime.datetime(2020, 12, 2, 2, 56, 3, 534512), 0, ' ', None, None, 'N', 'LNX60378', ' ', ' ', ' ', datetime.date(2020, 12, 2), ' ', 'N', 'R', 'N', -1.0, None),\n",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'LNX60378', 'U', 'T', 'N', None, None, None, None, datetime.datetime(2020, 12, 2, 3, 43, 33, 517550), datetime.datetime(2020, 12, 2, 3, 43, 33, 517550), datetime.datetime(2020, 12, 2, 3, 43, 33, 517550), datetime.datetime(2020, 12, 2, 3, 47, 24, 655671), 78, 13, 143, 566, 15, 0, 16, -1, -1, -1, 0, 'lnx60378space1', None, None, 0, 0, 0, 0, 0, 0, 0, 'N', 'YYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYY', 1, ' ', '0', -1, 'N', ' ', None, 'R', ' ', 'N', ' ', None, 'N', ' ', 'F', None, 0, 'N', 999, 0, 0.0, 844, 0.0, None, 1208, 'SYSIBM', 'IDENTITY', 'SYSIBM', 'IDENTITY', ' ', 0, datetime.datetime(2020, 12, 2, 3, 43, 33, 517550), 0, ' ', None, None, 'N', 'LNX60378', ' ', ' ', ' ', datetime.date(1, 1, 1), ' ', 'N', 'R', 'N', -1.0, None)]"
]
},
"execution_count": 15,
"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 TABSCHEMA = 'LNX60378'"
]
},
{
"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": 24,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" * ibm_db_sa://lnx60378:***@dashdb-txn-sbox-yp-dal09-12.services.dal.bluemix.net:50000/BLUDB\n",
"Done.\n"
]
},
{
"data": {
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" <th>randdistkey</th>\n",
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" </tr>\n",
" <tr>\n",
" <td>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_SCHOOLS</td>\n",
" <td>School_ID</td>\n",
" <td>0</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",
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" <td>Y</td>\n",
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" <td>566</td>\n",
" <td>610543</td>\n",
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" <td>5</td>\n",
" <td>None</td>\n",
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" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</td>\n",
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" <td>None</td>\n",
" <td>None</td>\n",
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" <td> </td>\n",
" <td>0</td>\n",
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" <td>N</td>\n",
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" <td>None</td>\n",
" <td>N</td>\n",
" <td>None</td>\n",
" </tr>\n",
" <tr>\n",
" <td>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_SCHOOLS</td>\n",
" <td>NAME_OF_SCHOOL</td>\n",
" <td>1</td>\n",
" <td>SYSIBM </td>\n",
" <td>VARCHAR</td>\n",
" <td>65</td>\n",
" <td>0</td>\n",
" <td>OCTETS</td>\n",
" <td>65</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>566</td>\n",
" <td>&#x27;Woodlawn Community Elementary Sch&#x27;</td>\n",
" <td>&#x27;Abraham Lincoln Elementary School&#x27;</td>\n",
" <td>41</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
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" <td>None</td>\n",
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" <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>36</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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",
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" <td>Y</td>\n",
" <td>1208</td>\n",
" <td>SYSIBM</td>\n",
" <td>IDENTITY</td>\n",
" <td> </td>\n",
" <td> </td>\n",
" <td>3</td>\n",
" <td>&#x27;MS&#x27;</td>\n",
" <td>&#x27;ES&#x27;</td>\n",
" <td>7</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
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" <td>None</td>\n",
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" <td>0</td>\n",
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" <td>N</td>\n",
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" <td>3</td>\n",
" <td>SYSIBM </td>\n",
" <td>VARCHAR</td>\n",
" <td>30</td>\n",
" <td>0</td>\n",
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" <td>1208</td>\n",
" <td>SYSIBM</td>\n",
" <td>IDENTITY</td>\n",
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" <td> </td>\n",
" <td>566</td>\n",
" <td>&#x27;9912 S Avenue H&#x27;</td>\n",
" <td>&#x27;10015 S Leavitt St&#x27;</td>\n",
" <td>22</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>17</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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",
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" <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>&#x27;Chicago&#x27;</td>\n",
" <td>&#x27;Chicago&#x27;</td>\n",
" <td>12</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>7</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>&#x27;IL&#x27;</td>\n",
" <td>&#x27;IL&#x27;</td>\n",
" <td>7</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>2</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>51</td>\n",
" <td>60707</td>\n",
" <td>60607</td>\n",
" <td>5</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>566</td>\n",
" <td>&#x27;(773) 535-9930&#x27;</td>\n",
" <td>&#x27;(773) 534-0146&#x27;</td>\n",
" <td>19</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>14</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>2</td>\n",
" <td>&#x27;&#x27;</td>\n",
" <td>&#x27;http://schoolreports.cps.edu/Scho&#x27;</td>\n",
" <td>83</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</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>78</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>20</td>\n",
" <td>&#x27;Southwest Side High School Networ&#x27;</td>\n",
" <td>&#x27;Austin-North Lawndale Elementary &#x27;</td>\n",
" <td>35</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>30</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>5</td>\n",
" <td>&#x27;SOUTHWEST SIDE COLLABORATIVE&#x27;</td>\n",
" <td>&#x27;NORTH-NORTHWEST SIDE COLLABORATIV&#x27;</td>\n",
" <td>33</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>28</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>3</td>\n",
" <td>&#x27;Yes&#x27;</td>\n",
" <td>&#x27;NDA&#x27;</td>\n",
" <td>7</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>2</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>3</td>\n",
" <td>&#x27;Track_E&#x27;</td>\n",
" <td>&#x27;Non_Standard&#x27;</td>\n",
" <td>13</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>8</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>4</td>\n",
" <td>&#x27;Not on Probation&#x27;</td>\n",
" <td>&#x27;Not Applicable&#x27;</td>\n",
" <td>18</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>13</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>5</td>\n",
" <td>&#x27;NDA&#x27;</td>\n",
" <td>&#x27;Level 2&#x27;</td>\n",
" <td>12</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>7</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>2</td>\n",
" <td>&#x27;Yes&#x27;</td>\n",
" <td>&#x27;No&#x27;</td>\n",
" <td>7</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>2</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>6</td>\n",
" <td>&#x27;Very Weak&#x27;</td>\n",
" <td>&#x27;NDA&#x27;</td>\n",
" <td>11</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>6</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>86</td>\n",
" <td>99</td>\n",
" <td>5</td>\n",
" <td>3</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>53</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>6</td>\n",
" <td>&#x27;Very Weak&#x27;</td>\n",
" <td>&#x27;NDA&#x27;</td>\n",
" <td>10</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>5</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>72</td>\n",
" <td>&#x27;99&#x27;</td>\n",
" <td>&#x27;17&#x27;</td>\n",
" <td>7</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>2</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>6</td>\n",
" <td>&#x27;Very Weak&#x27;</td>\n",
" <td>&#x27;NDA&#x27;</td>\n",
" <td>11</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>6</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>80</td>\n",
" <td>99</td>\n",
" <td>2</td>\n",
" <td>3</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>53</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>6</td>\n",
" <td>&#x27;Very Weak&#x27;</td>\n",
" <td>&#x27;NDA&#x27;</td>\n",
" <td>11</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>6</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>83</td>\n",
" <td>99</td>\n",
" <td>11</td>\n",
" <td>3</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>53</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_SCHOOLS</td>\n",
" <td>Leaders_Icon</td>\n",
" <td>24</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>6</td>\n",
" <td>&#x27;Very Weak&#x27;</td>\n",
" <td>&#x27;NDA&#x27;</td>\n",
" <td>10</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>5</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>79</td>\n",
" <td>&#x27;99&#x27;</td>\n",
" <td>&#x27;14&#x27;</td>\n",
" <td>7</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>2</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>6</td>\n",
" <td>&#x27;Very Weak&#x27;</td>\n",
" <td>&#x27;NDA&#x27;</td>\n",
" <td>10</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>5</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>77</td>\n",
" <td>&#x27;99&#x27;</td>\n",
" <td>&#x27;14&#x27;</td>\n",
" <td>7</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>2</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>4</td>\n",
" <td>&#x27;Strong&#x27;</td>\n",
" <td>&#x27;NDA&#x27;</td>\n",
" <td>10</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>5</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>32</td>\n",
" <td>&#x27;69&#x27;</td>\n",
" <td>&#x27;39&#x27;</td>\n",
" <td>7</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>2</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>4</td>\n",
" <td>&#x27;Strong&#x27;</td>\n",
" <td>&#x27;NDA&#x27;</td>\n",
" <td>10</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>5</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>33</td>\n",
" <td>&#x27;70&#x27;</td>\n",
" <td>&#x27;36&#x27;</td>\n",
" <td>7</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>2</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>155</td>\n",
" <td>&#x27;98.40%&#x27;</td>\n",
" <td>&#x27;60.90%&#x27;</td>\n",
" <td>11</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</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>6</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>288</td>\n",
" <td>+0230.6</td>\n",
" <td>+0000.1</td>\n",
" <td>4</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>55</td>\n",
" <td>&#x27;98.10%&#x27;</td>\n",
" <td>&#x27;91.70%&#x27;</td>\n",
" <td>11</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>6</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>69</td>\n",
" <td>&#x27;99.60%&#x27;</td>\n",
" <td>&#x27;72.70%&#x27;</td>\n",
" <td>12</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>7</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>308</td>\n",
" <td>&#x27;96.3&#x27;</td>\n",
" <td>&#x27;16.4&#x27;</td>\n",
" <td>9</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>4</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>224</td>\n",
" <td>&#x27;97.2&#x27;</td>\n",
" <td>&#x27;10.1&#x27;</td>\n",
" <td>8</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>3</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>336</td>\n",
" <td>&#x27;98.6&#x27;</td>\n",
" <td>&#x27;10&#x27;</td>\n",
" <td>9</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>4</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>340</td>\n",
" <td>&#x27;98.6&#x27;</td>\n",
" <td>&#x27;10&#x27;</td>\n",
" <td>9</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>4</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>276</td>\n",
" <td>&#x27;82.5&#x27;</td>\n",
" <td>&#x27;28.8&#x27;</td>\n",
" <td>9</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>4</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>260</td>\n",
" <td>&#x27;83.5&#x27;</td>\n",
" <td>&#x27;21.7&#x27;</td>\n",
" <td>9</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>4</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>296</td>\n",
" <td>&#x27;96.5&#x27;</td>\n",
" <td>&#x27;10.2&#x27;</td>\n",
" <td>9</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>4</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>300</td>\n",
" <td>&#x27;98.9&#x27;</td>\n",
" <td>&#x27;100&#x27;</td>\n",
" <td>9</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>4</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>268</td>\n",
" <td>&#x27;93.6&#x27;</td>\n",
" <td>&#x27;24.3&#x27;</td>\n",
" <td>9</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>4</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>260</td>\n",
" <td>&#x27;85.5&#x27;</td>\n",
" <td>&#x27;21.4&#x27;</td>\n",
" <td>9</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>4</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>208</td>\n",
" <td>&#x27;9.7&#x27;</td>\n",
" <td>&#x27;1.4&#x27;</td>\n",
" <td>8</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>3</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>244</td>\n",
" <td>&#x27;99&#x27;</td>\n",
" <td>&#x27;1.4&#x27;</td>\n",
" <td>8</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>3</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>297</td>\n",
" <td>+100.0</td>\n",
" <td>+000.6</td>\n",
" <td>4</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>90</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>261</td>\n",
" <td>+100.0</td>\n",
" <td>+000.5</td>\n",
" <td>4</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>90</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>57</td>\n",
" <td>+03.6</td>\n",
" <td>-03.1</td>\n",
" <td>3</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>98</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>60</td>\n",
" <td>+04.9</td>\n",
" <td>-02.8</td>\n",
" <td>3</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>98</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>4</td>\n",
" <td>&#x27;Red&#x27;</td>\n",
" <td>&#x27;NDA&#x27;</td>\n",
" <td>10</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>5</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>4</td>\n",
" <td>&#x27;Red&#x27;</td>\n",
" <td>&#x27;NDA&#x27;</td>\n",
" <td>10</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>5</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>116</td>\n",
" <td>&#x27;98.5&#x27;</td>\n",
" <td>&#x27;10.5&#x27;</td>\n",
" <td>8</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>3</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>94</td>\n",
" <td>&#x27;93.3&#x27;</td>\n",
" <td>&#x27;11.1&#x27;</td>\n",
" <td>8</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>3</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>45</td>\n",
" <td>&#x27;22.4&#x27;</td>\n",
" <td>&#x27;11.6&#x27;</td>\n",
" <td>8</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>3</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>51</td>\n",
" <td>&#x27;22.2&#x27;</td>\n",
" <td>&#x27;11.2&#x27;</td>\n",
" <td>8</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>3</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>45</td>\n",
" <td>&#x27;24.5&#x27;</td>\n",
" <td>&#x27;12.9&#x27;</td>\n",
" <td>8</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>3</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>49</td>\n",
" <td>&#x27;24.7&#x27;</td>\n",
" <td>&#x27;12.7&#x27;</td>\n",
" <td>8</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>3</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>16</td>\n",
" <td>&#x27;2.3&#x27;</td>\n",
" <td>&#x27;0.5&#x27;</td>\n",
" <td>8</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>3</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>53</td>\n",
" <td>&#x27;28.8&#x27;</td>\n",
" <td>&#x27;13.6&#x27;</td>\n",
" <td>8</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>3</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>30</td>\n",
" <td>&#x27;4.3&#x27;</td>\n",
" <td>&#x27;0.3&#x27;</td>\n",
" <td>8</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>3</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>78</td>\n",
" <td>&#x27;98&#x27;</td>\n",
" <td>&#x27;10.6&#x27;</td>\n",
" <td>8</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>3</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>75</td>\n",
" <td>&#x27;97.6&#x27;</td>\n",
" <td>&#x27;10.3&#x27;</td>\n",
" <td>8</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>3</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>70</td>\n",
" <td>&#x27;90.7&#x27;</td>\n",
" <td>&#x27;32.6&#x27;</td>\n",
" <td>8</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>3</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>444</td>\n",
" <td>3320</td>\n",
" <td>26</td>\n",
" <td>3</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>20</td>\n",
" <td>48</td>\n",
" <td>30</td>\n",
" <td>3</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>79</td>\n",
" <td>&#x27;98.1&#x27;</td>\n",
" <td>&#x27;37.1&#x27;</td>\n",
" <td>8</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>3</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>504</td>\n",
" <td>+0001202756.093</td>\n",
" <td>+0001121355.698</td>\n",
" <td>8</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>560</td>\n",
" <td>+0001949501.716</td>\n",
" <td>+0001817244.896</td>\n",
" <td>8</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>472</td>\n",
" <td>+0000000042.01709536</td>\n",
" <td>+0000000041.65376037</td>\n",
" <td>11</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>566</td>\n",
" <td>-0000000087.53301251</td>\n",
" <td>-0000000087.82933190</td>\n",
" <td>11</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>77</td>\n",
" <td>76</td>\n",
" <td>2</td>\n",
" <td>3</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>77</td>\n",
" <td>&#x27;WEST TOWN&#x27;</td>\n",
" <td>&#x27;ARCHER HEIGHTS&#x27;</td>\n",
" <td>16</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>11</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>50</td>\n",
" <td>49</td>\n",
" <td>2</td>\n",
" <td>3</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>23</td>\n",
" <td>24</td>\n",
" <td>2</td>\n",
" <td>3</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>LNX60378</td>\n",
" <td>CHICAGO_PUBLIC_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>536</td>\n",
" <td>&#x27;(42.01709536, -87.67779928)&#x27;</td>\n",
" <td>&#x27;(41.65376037, -87.61434156)&#x27;</td>\n",
" <td>32</td>\n",
" <td>None</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>10</td>\n",
" <td>0</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>27</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",
"</table>"
],
"text/plain": [
"[('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'School_ID', 0, 'SYSIBM ', 'INTEGER', 4, 0, None, None, None, 'Y', 0, None, None, ' ', ' ', 566, '610543', '609674', 5, None, 0, 20, 10, 0, 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",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'NAME_OF_SCHOOL', 1, 'SYSIBM ', 'VARCHAR', 65, 0, 'OCTETS', 65, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', 566, \"'Woodlawn Community Elementary Sch'\", \"'Abraham Lincoln Elementary School'\", 41, None, 0, 20, 10, 0, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, 36, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'Elementary, Middle, or High School', 2, 'SYSIBM ', 'VARCHAR', 2, 0, 'OCTETS', 2, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', 3, \"'MS'\", \"'ES'\", 7, None, 0, 20, 10, 0, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, 2, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'Street_Address', 3, 'SYSIBM ', 'VARCHAR', 30, 0, 'OCTETS', 30, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', 566, \"'9912 S Avenue H'\", \"'10015 S Leavitt St'\", 22, None, 0, 20, 10, 0, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, 17, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'City', 4, 'SYSIBM ', 'VARCHAR', 7, 0, 'OCTETS', 7, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', 1, \"'Chicago'\", \"'Chicago'\", 12, None, 0, 20, 10, 0, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, 7, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'State', 5, 'SYSIBM ', 'VARCHAR', 2, 0, 'OCTETS', 2, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', 1, \"'IL'\", \"'IL'\", 7, None, 0, 20, 10, 0, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, 2, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'ZIP_Code', 6, 'SYSIBM ', 'INTEGER', 4, 0, None, None, None, 'Y', 0, None, None, ' ', ' ', 51, '60707', '60607', 5, None, 0, 20, 10, 0, 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",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'Phone_Number', 7, 'SYSIBM ', 'VARCHAR', 14, 0, 'OCTETS', 14, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', 566, \"'(773) 535-9930'\", \"'(773) 534-0146'\", 19, None, 0, 20, 10, 0, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, 14, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'Link', 8, 'SYSIBM ', 'VARCHAR', 78, 0, 'OCTETS', 78, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', 2, \"''\", \"'http://schoolreports.cps.edu/Scho'\", 83, None, 0, 20, 10, 1, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, 78, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
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" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'ISAT_Value_Add_Color_Math', 52, 'SYSIBM ', 'VARCHAR', 6, 0, 'OCTETS', 6, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', 4, \"'Red'\", \"'NDA'\", 10, None, 0, 20, 10, 0, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, 5, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'ISAT_Value_Add_Color_Read', 53, 'SYSIBM ', 'VARCHAR', 6, 0, 'OCTETS', 6, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', 4, \"'Red'\", \"'NDA'\", 10, None, 0, 20, 10, 0, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, 5, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'Students_Taking__Algebra__', 54, 'SYSIBM ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', 116, \"'98.5'\", \"'10.5'\", 8, None, 0, 20, 10, 0, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, 3, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'Students_Passing__Algebra__', 55, 'SYSIBM ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', 94, \"'93.3'\", \"'11.1'\", 8, None, 0, 20, 10, 0, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, 3, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', '9th Grade EXPLORE (2009)', 56, 'SYSIBM ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', 45, \"'22.4'\", \"'11.6'\", 8, None, 0, 20, 10, 0, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, 3, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', '9th Grade EXPLORE (2010)', 57, 'SYSIBM ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', 51, \"'22.2'\", \"'11.2'\", 8, None, 0, 20, 10, 0, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, 3, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', '10th Grade PLAN (2009)', 58, 'SYSIBM ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', 45, \"'24.5'\", \"'12.9'\", 8, None, 0, 20, 10, 0, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, 3, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', '10th Grade PLAN (2010)', 59, 'SYSIBM ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', 49, \"'24.7'\", \"'12.7'\", 8, None, 0, 20, 10, 0, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, 3, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'Net_Change_EXPLORE_and_PLAN', 60, 'SYSIBM ', 'VARCHAR', 3, 0, 'OCTETS', 3, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', 16, \"'2.3'\", \"'0.5'\", 8, None, 0, 20, 10, 0, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, 3, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', '11th Grade Average ACT (2011)', 61, 'SYSIBM ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', 53, \"'28.8'\", \"'13.6'\", 8, None, 0, 20, 10, 0, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, 3, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'Net_Change_PLAN_and_ACT', 62, 'SYSIBM ', 'VARCHAR', 3, 0, 'OCTETS', 3, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', 30, \"'4.3'\", \"'0.3'\", 8, None, 0, 20, 10, 0, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, 3, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'College_Eligibility__', 63, 'SYSIBM ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', 78, \"'98'\", \"'10.6'\", 8, None, 0, 20, 10, 0, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, 3, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'Graduation_Rate__', 64, 'SYSIBM ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', 75, \"'97.6'\", \"'10.3'\", 8, None, 0, 20, 10, 0, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, 3, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'College_Enrollment_Rate__', 65, 'SYSIBM ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', 70, \"'90.7'\", \"'32.6'\", 8, None, 0, 20, 10, 0, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, 3, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'COLLEGE_ENROLLMENT', 66, 'SYSIBM ', 'SMALLINT', 2, 0, None, None, None, 'Y', 0, None, None, ' ', ' ', 444, '3320', '26', 3, None, 0, 20, 10, 0, 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",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'General_Services_Route', 67, 'SYSIBM ', 'SMALLINT', 2, 0, None, None, None, 'Y', 0, None, None, ' ', ' ', 20, '48', '30', 3, None, 0, 20, 10, 0, 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",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'Freshman_on_Track_Rate__', 68, 'SYSIBM ', 'VARCHAR', 4, 0, 'OCTETS', 4, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', 79, \"'98.1'\", \"'37.1'\", 8, None, 0, 20, 10, 0, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, 3, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'X_COORDINATE', 69, 'SYSIBM ', 'DECIMAL', 13, 3, None, None, None, 'Y', 0, None, None, ' ', ' ', 504, '+0001202756.093', '+0001121355.698', 8, None, 0, 20, 10, 0, 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",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'Y_COORDINATE', 70, 'SYSIBM ', 'DECIMAL', 13, 3, None, None, None, 'Y', 0, None, None, ' ', ' ', 560, '+0001949501.716', '+0001817244.896', 8, None, 0, 20, 10, 0, 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",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'Latitude', 71, 'SYSIBM ', 'DECIMAL', 18, 8, None, None, None, 'Y', 0, None, None, ' ', ' ', 472, '+0000000042.01709536', '+0000000041.65376037', 11, None, 0, 20, 10, 0, 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",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'Longitude', 72, 'SYSIBM ', 'DECIMAL', 18, 8, None, None, None, 'Y', 0, None, None, ' ', ' ', 566, '-0000000087.53301251', '-0000000087.82933190', 11, None, 0, 20, 10, 0, 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",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'COMMUNITY_AREA_NUMBER', 73, 'SYSIBM ', 'SMALLINT', 2, 0, None, None, None, 'Y', 0, None, None, ' ', ' ', 77, '76', '2', 3, None, 0, 20, 10, 0, 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",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'COMMUNITY_AREA_NAME', 74, 'SYSIBM ', 'VARCHAR', 22, 0, 'OCTETS', 22, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', 77, \"'WEST TOWN'\", \"'ARCHER HEIGHTS'\", 16, None, 0, 20, 10, 0, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, 11, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None),\n",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'Ward', 75, 'SYSIBM ', 'SMALLINT', 2, 0, None, None, None, 'Y', 0, None, None, ' ', ' ', 50, '49', '2', 3, None, 0, 20, 10, 0, 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",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'Police_District', 76, 'SYSIBM ', 'SMALLINT', 2, 0, None, None, None, 'Y', 0, None, None, ' ', ' ', 23, '24', '2', 3, None, 0, 20, 10, 0, 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",
" ('LNX60378', 'CHICAGO_PUBLIC_SCHOOLS', 'Location', 77, 'SYSIBM ', 'VARCHAR', 27, 0, 'OCTETS', 27, None, 'Y', 1208, 'SYSIBM', 'IDENTITY', ' ', ' ', 536, \"'(42.01709536, -87.67779928)'\", \"'(41.65376037, -87.61434156)'\", 32, None, 0, 20, 10, 0, None, None, None, None, None, None, None, None, ' ', 0, -1, 'N', 'N', ' ', None, 'O', None, -1.0, -1, -1, 27, None, None, 'N', 'N', 'N', -1, -1.0, None, None, 'N', None)]"
]
},
"execution_count": 24,
"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 = 'CHICAGO_PUBLIC_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": 26,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" * ibm_db_sa://lnx60378:***@dashdb-txn-sbox-yp-dal09-12.services.dal.bluemix.net:50000/BLUDB\n",
"Done.\n"
]
},
{
"data": {
"text/html": [
"<table>\n",
" <tr>\n",
" <th>colname</th>\n",
" <th>typename</th>\n",
" <th>length</th>\n",
" </tr>\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>65</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>30</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>11</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",
"</table>"
],
"text/plain": [
"[('School_ID', 'INTEGER', 4),\n",
" ('NAME_OF_SCHOOL', 'VARCHAR', 65),\n",
" ('Elementary, Middle, or High School', 'VARCHAR', 2),\n",
" ('Street_Address', 'VARCHAR', 30),\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', 11),\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": 26,
"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 = 'CHICAGO_PUBLIC_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": 31,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" * ibm_db_sa://lnx60378:***@dashdb-txn-sbox-yp-dal09-12.services.dal.bluemix.net:50000/BLUDB\n",
"Done.\n"
]
},
{
"data": {
"text/html": [
"<table>\n",
" <tr>\n",
" <th>1</th>\n",
" </tr>\n",
" <tr>\n",
" <td>462</td>\n",
" </tr>\n",
"</table>"
],
"text/plain": [
"[(Decimal('462'),)]"
]
},
"execution_count": 31,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"%sql select count(*) from CHICAGO_PUBLIC_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'?\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": 32,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" * ibm_db_sa://lnx60378:***@dashdb-txn-sbox-yp-dal09-12.services.dal.bluemix.net:50000/BLUDB\n",
"Done.\n"
]
},
{
"data": {
"text/html": [
"<table>\n",
" <tr>\n",
" <th>1</th>\n",
" </tr>\n",
" <tr>\n",
" <td>99</td>\n",
" </tr>\n",
"</table>"
],
"text/plain": [
"[(99,)]"
]
},
"execution_count": 32,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"%sql select max(\"SAFETY_SCORE\") from CHICAGO_PUBLIC_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": 33,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" * ibm_db_sa://lnx60378:***@dashdb-txn-sbox-yp-dal09-12.services.dal.bluemix.net:50000/BLUDB\n",
"Done.\n"
]
},
{
"data": {
"text/html": [
"<table>\n",
" <tr>\n",
" <th>name_of_school</th>\n",
" </tr>\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",
"</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": 33,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"%sql select \"NAME_OF_SCHOOL\" from CHICAGO_PUBLIC_SCHOOLS \\\n",
"where \"SAFETY_SCORE\" = 99;"
]
},
{
"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": 35,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" * ibm_db_sa://lnx60378:***@dashdb-txn-sbox-yp-dal09-12.services.dal.bluemix.net:50000/BLUDB\n",
"Done.\n"
]
},
{
"data": {
"text/html": [
"<table>\n",
" <tr>\n",
" <th>name_of_school</th>\n",
" </tr>\n",
" <tr>\n",
" <td>Velma F Thomas Early Childhood Center</td>\n",
" </tr>\n",
" <tr>\n",
" <td>John Charles Haines Elementary School</td>\n",
" </tr>\n",
" <tr>\n",
" <td>James Ward Elementary School</td>\n",
" </tr>\n",
" <tr>\n",
" <td>Edgar Allan Poe Elementary Classical School</td>\n",
" </tr>\n",
" <tr>\n",
" <td>Rachel Carson Elementary School</td>\n",
" </tr>\n",
" <tr>\n",
" <td>Orozco Fine Arts &amp; Sciences Elementary School</td>\n",
" </tr>\n",
" <tr>\n",
" <td>Annie Keller Elementary Gifted Magnet School</td>\n",
" </tr>\n",
" <tr>\n",
" <td>Andrew Jackson Elementary Language Academy</td>\n",
" </tr>\n",
" <tr>\n",
" <td>Lenart Elementary Regional Gifted Center</td>\n",
" </tr>\n",
" <tr>\n",
" <td>Disney II Magnet School</td>\n",
" </tr>\n",
"</table>"
],
"text/plain": [
"[('Velma F Thomas Early Childhood Center',),\n",
" ('John Charles Haines Elementary School',),\n",
" ('James Ward Elementary School',),\n",
" ('Edgar Allan Poe Elementary Classical School',),\n",
" ('Rachel Carson Elementary School',),\n",
" ('Orozco Fine Arts & Sciences Elementary School',),\n",
" ('Annie Keller Elementary Gifted Magnet School',),\n",
" ('Andrew Jackson Elementary Language Academy',),\n",
" ('Lenart Elementary Regional Gifted Center',),\n",
" ('Disney II Magnet School',)]"
]
},
"execution_count": 35,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"%sql select \"NAME_OF_SCHOOL\" from CHICAGO_PUBLIC_SCHOOLS \\\n",
"order by \"AVERAGE_STUDENT_ATTENDANCE\" desc \\\n",
"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": 39,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" * ibm_db_sa://lnx60378:***@dashdb-txn-sbox-yp-dal09-12.services.dal.bluemix.net:50000/BLUDB\n",
"Done.\n"
]
},
{
"data": {
"text/html": [
"<table>\n",
" <tr>\n",
" <th>name_of_school</th>\n",
" <th>average_student_attendance</th>\n",
" </tr>\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",
"</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": 39,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"%sql select \"NAME_OF_SCHOOL\",\"AVERAGE_STUDENT_ATTENDANCE\" from CHICAGO_PUBLIC_SCHOOLS \\\n",
"order by \"AVERAGE_STUDENT_ATTENDANCE\" asc limit 5; "
]
},
{
"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": 40,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" * ibm_db_sa://lnx60378:***@dashdb-txn-sbox-yp-dal09-12.services.dal.bluemix.net:50000/BLUDB\n",
"Done.\n"
]
},
{
"data": {
"text/html": [
"<table>\n",
" <tr>\n",
" <th>name_of_school</th>\n",
" <th>average_student_attendance</th>\n",
" </tr>\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",
"</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": 40,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"%sql select \"NAME_OF_SCHOOL\",REPLACE(\"AVERAGE_STUDENT_ATTENDANCE\",'%','') as \"AVERAGE_STUDENT_ATTENDANCE\" from CHICAGO_PUBLIC_SCHOOLS \\\n",
"order by \"AVERAGE_STUDENT_ATTENDANCE\" asc limit 5; \n"
]
},
{
"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": 44,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" * ibm_db_sa://lnx60378:***@dashdb-txn-sbox-yp-dal09-12.services.dal.bluemix.net:50000/BLUDB\n",
"Done.\n"
]
},
{
"data": {
"text/html": [
"<table>\n",
" <tr>\n",
" <th>name_of_school</th>\n",
" <th>average_student_attendance</th>\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>Chicago Vocational Career Academy High School</td>\n",
" <td>68.80%</td>\n",
" </tr>\n",
" <tr>\n",
" <td>Dyett High School</td>\n",
" <td>62.50%</td>\n",
" </tr>\n",
" <tr>\n",
" <td>Manley Career Academy High School</td>\n",
" <td>66.80%</td>\n",
" </tr>\n",
" <tr>\n",
" <td>Orr Academy High School</td>\n",
" <td>66.30%</td>\n",
" </tr>\n",
" <tr>\n",
" <td>Richard T Crane Technical Preparatory High School</td>\n",
" <td>57.90%</td>\n",
" </tr>\n",
" <tr>\n",
" <td>Roberto Clemente Community Academy High School</td>\n",
" <td>69.60%</td>\n",
" </tr>\n",
" <tr>\n",
" <td>Wendell Phillips Academy High School</td>\n",
" <td>63.00%</td>\n",
" </tr>\n",
"</table>"
],
"text/plain": [
"[('Barbara Vick Early Childhood & Family Center', '60.90%'),\n",
" ('Chicago Vocational Career Academy High School', '68.80%'),\n",
" ('Dyett High School', '62.50%'),\n",
" ('Manley Career Academy High School', '66.80%'),\n",
" ('Orr Academy High School', '66.30%'),\n",
" ('Richard T Crane Technical Preparatory High School', '57.90%'),\n",
" ('Roberto Clemente Community Academy High School', '69.60%'),\n",
" ('Wendell Phillips Academy High School', '63.00%')]"
]
},
"execution_count": 44,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"%sql select \"NAME_OF_SCHOOL\",\"AVERAGE_STUDENT_ATTENDANCE\" from CHICAGO_PUBLIC_SCHOOLS \\\n",
"where cast(REPLACE(\"AVERAGE_STUDENT_ATTENDANCE\",'%','') as double) < 70;"
]
},
{
"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": 56,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" * ibm_db_sa://lnx60378:***@dashdb-txn-sbox-yp-dal09-12.services.dal.bluemix.net:50000/BLUDB\n",
"Done.\n"
]
},
{
"data": {
"text/html": [
"<table>\n",
" <tr>\n",
" <th>community_area_name</th>\n",
" <th>2</th>\n",
" </tr>\n",
" <tr>\n",
" <td>ALBANY PARK</td>\n",
" <td>6864</td>\n",
" </tr>\n",
" <tr>\n",
" <td>ARCHER HEIGHTS</td>\n",
" <td>4823</td>\n",
" </tr>\n",
" <tr>\n",
" <td>ARMOUR SQUARE</td>\n",
" <td>1458</td>\n",
" </tr>\n",
" <tr>\n",
" <td>ASHBURN</td>\n",
" <td>6483</td>\n",
" </tr>\n",
" <tr>\n",
" <td>AUBURN GRESHAM</td>\n",
" <td>4175</td>\n",
" </tr>\n",
" <tr>\n",
" <td>AUSTIN</td>\n",
" <td>10933</td>\n",
" </tr>\n",
" <tr>\n",
" <td>AVALON PARK</td>\n",
" <td>1522</td>\n",
" </tr>\n",
" <tr>\n",
" <td>AVONDALE</td>\n",
" <td>3640</td>\n",
" </tr>\n",
" <tr>\n",
" <td>BELMONT CRAGIN</td>\n",
" <td>14386</td>\n",
" </tr>\n",
" <tr>\n",
" <td>BEVERLY</td>\n",
" <td>1636</td>\n",
" </tr>\n",
" <tr>\n",
" <td>BRIDGEPORT</td>\n",
" <td>3167</td>\n",
" </tr>\n",
" <tr>\n",
" <td>BRIGHTON PARK</td>\n",
" <td>9647</td>\n",
" </tr>\n",
" <tr>\n",
" <td>BURNSIDE</td>\n",
" <td>549</td>\n",
" </tr>\n",
" <tr>\n",
" <td>CALUMET HEIGHTS</td>\n",
" <td>1568</td>\n",
" </tr>\n",
" <tr>\n",
" <td>CHATHAM</td>\n",
" <td>5042</td>\n",
" </tr>\n",
" <tr>\n",
" <td>CHICAGO LAWN</td>\n",
" <td>7086</td>\n",
" </tr>\n",
" <tr>\n",
" <td>CLEARING</td>\n",
" <td>2085</td>\n",
" </tr>\n",
" <tr>\n",
" <td>DOUGLAS</td>\n",
" <td>4670</td>\n",
" </tr>\n",
" <tr>\n",
" <td>DUNNING</td>\n",
" <td>4568</td>\n",
" </tr>\n",
" <tr>\n",
" <td>EAST GARFIELD PARK</td>\n",
" <td>5337</td>\n",
" </tr>\n",
" <tr>\n",
" <td>EAST SIDE</td>\n",
" <td>5305</td>\n",
" </tr>\n",
" <tr>\n",
" <td>EDGEWATER</td>\n",
" <td>4600</td>\n",
" </tr>\n",
" <tr>\n",
" <td>EDISON PARK</td>\n",
" <td>910</td>\n",
" </tr>\n",
" <tr>\n",
" <td>ENGLEWOOD</td>\n",
" <td>6832</td>\n",
" </tr>\n",
" <tr>\n",
" <td>FOREST GLEN</td>\n",
" <td>1431</td>\n",
" </tr>\n",
" <tr>\n",
" <td>FULLER PARK</td>\n",
" <td>531</td>\n",
" </tr>\n",
" <tr>\n",
" <td>GAGE PARK</td>\n",
" <td>9915</td>\n",
" </tr>\n",
" <tr>\n",
" <td>GARFIELD RIDGE</td>\n",
" <td>4552</td>\n",
" </tr>\n",
" <tr>\n",
" <td>GRAND BOULEVARD</td>\n",
" <td>2809</td>\n",
" </tr>\n",
" <tr>\n",
" <td>GREATER GRAND CROSSING</td>\n",
" <td>4051</td>\n",
" </tr>\n",
" <tr>\n",
" <td>HEGEWISCH</td>\n",
" <td>963</td>\n",
" </tr>\n",
" <tr>\n",
" <td>HERMOSA</td>\n",
" <td>3975</td>\n",
" </tr>\n",
" <tr>\n",
" <td>HUMBOLDT PARK</td>\n",
" <td>8620</td>\n",
" </tr>\n",
" <tr>\n",
" <td>HYDE PARK</td>\n",
" <td>1930</td>\n",
" </tr>\n",
" <tr>\n",
" <td>IRVING PARK</td>\n",
" <td>7764</td>\n",
" </tr>\n",
" <tr>\n",
" <td>JEFFERSON PARK</td>\n",
" <td>1755</td>\n",
" </tr>\n",
" <tr>\n",
" <td>KENWOOD</td>\n",
" <td>4287</td>\n",
" </tr>\n",
" <tr>\n",
" <td>LAKE VIEW</td>\n",
" <td>7055</td>\n",
" </tr>\n",
" <tr>\n",
" <td>LINCOLN PARK</td>\n",
" <td>5615</td>\n",
" </tr>\n",
" <tr>\n",
" <td>LINCOLN SQUARE</td>\n",
" <td>4132</td>\n",
" </tr>\n",
" <tr>\n",
" <td>LOGAN SQUARE</td>\n",
" <td>7351</td>\n",
" </tr>\n",
" <tr>\n",
" <td>LOOP</td>\n",
" <td>871</td>\n",
" </tr>\n",
" <tr>\n",
" <td>LOWER WEST SIDE</td>\n",
" <td>7257</td>\n",
" </tr>\n",
" <tr>\n",
" <td>MCKINLEY PARK</td>\n",
" <td>1552</td>\n",
" </tr>\n",
" <tr>\n",
" <td>MONTCLARE</td>\n",
" <td>1317</td>\n",
" </tr>\n",
" <tr>\n",
" <td>MORGAN PARK</td>\n",
" <td>3271</td>\n",
" </tr>\n",
" <tr>\n",
" <td>MOUNT GREENWOOD</td>\n",
" <td>2091</td>\n",
" </tr>\n",
" <tr>\n",
" <td>NEAR NORTH SIDE</td>\n",
" <td>3362</td>\n",
" </tr>\n",
" <tr>\n",
" <td>NEAR SOUTH SIDE</td>\n",
" <td>1378</td>\n",
" </tr>\n",
" <tr>\n",
" <td>NEAR WEST SIDE</td>\n",
" <td>7975</td>\n",
" </tr>\n",
" <tr>\n",
" <td>NEW CITY</td>\n",
" <td>7922</td>\n",
" </tr>\n",
" <tr>\n",
" <td>NORTH CENTER</td>\n",
" <td>7541</td>\n",
" </tr>\n",
" <tr>\n",
" <td>NORTH LAWNDALE</td>\n",
" <td>5146</td>\n",
" </tr>\n",
" <tr>\n",
" <td>NORTH PARK</td>\n",
" <td>4210</td>\n",
" </tr>\n",
" <tr>\n",
" <td>NORWOOD PARK</td>\n",
" <td>6469</td>\n",
" </tr>\n",
" <tr>\n",
" <td>OAKLAND</td>\n",
" <td>140</td>\n",
" </tr>\n",
" <tr>\n",
" <td>OHARE</td>\n",
" <td>786</td>\n",
" </tr>\n",
" <tr>\n",
" <td>PORTAGE PARK</td>\n",
" <td>6954</td>\n",
" </tr>\n",
" <tr>\n",
" <td>PULLMAN</td>\n",
" <td>1620</td>\n",
" </tr>\n",
" <tr>\n",
" <td>RIVERDALE</td>\n",
" <td>1547</td>\n",
" </tr>\n",
" <tr>\n",
" <td>ROGERS PARK</td>\n",
" <td>4068</td>\n",
" </tr>\n",
" <tr>\n",
" <td>ROSELAND</td>\n",
" <td>7020</td>\n",
" </tr>\n",
" <tr>\n",
" <td>SOUTH CHICAGO</td>\n",
" <td>4043</td>\n",
" </tr>\n",
" <tr>\n",
" <td>SOUTH DEERING</td>\n",
" <td>1859</td>\n",
" </tr>\n",
" <tr>\n",
" <td>SOUTH LAWNDALE</td>\n",
" <td>14793</td>\n",
" </tr>\n",
" <tr>\n",
" <td>SOUTH SHORE</td>\n",
" <td>4543</td>\n",
" </tr>\n",
" <tr>\n",
" <td>UPTOWN</td>\n",
" <td>4388</td>\n",
" </tr>\n",
" <tr>\n",
" <td>WASHINGTON HEIGHTS</td>\n",
" <td>4006</td>\n",
" </tr>\n",
" <tr>\n",
" <td>WASHINGTON PARK</td>\n",
" <td>2648</td>\n",
" </tr>\n",
" <tr>\n",
" <td>WEST ELSDON</td>\n",
" <td>3700</td>\n",
" </tr>\n",
" <tr>\n",
" <td>WEST ENGLEWOOD</td>\n",
" <td>5946</td>\n",
" </tr>\n",
" <tr>\n",
" <td>WEST GARFIELD PARK</td>\n",
" <td>2622</td>\n",
" </tr>\n",
" <tr>\n",
" <td>WEST LAWN</td>\n",
" <td>4207</td>\n",
" </tr>\n",
" <tr>\n",
" <td>WEST PULLMAN</td>\n",
" <td>3240</td>\n",
" </tr>\n",
" <tr>\n",
" <td>WEST RIDGE</td>\n",
" <td>8197</td>\n",
" </tr>\n",
" <tr>\n",
" <td>WEST TOWN</td>\n",
" <td>9429</td>\n",
" </tr>\n",
" <tr>\n",
" <td>WOODLAWN</td>\n",
" <td>4206</td>\n",
" </tr>\n",
"</table>"
],
"text/plain": [
"[('ALBANY PARK', 6864),\n",
" ('ARCHER HEIGHTS', 4823),\n",
" ('ARMOUR SQUARE', 1458),\n",
" ('ASHBURN', 6483),\n",
" ('AUBURN GRESHAM', 4175),\n",
" ('AUSTIN', 10933),\n",
" ('AVALON PARK', 1522),\n",
" ('AVONDALE', 3640),\n",
" ('BELMONT CRAGIN', 14386),\n",
" ('BEVERLY', 1636),\n",
" ('BRIDGEPORT', 3167),\n",
" ('BRIGHTON PARK', 9647),\n",
" ('BURNSIDE', 549),\n",
" ('CALUMET HEIGHTS', 1568),\n",
" ('CHATHAM', 5042),\n",
" ('CHICAGO LAWN', 7086),\n",
" ('CLEARING', 2085),\n",
" ('DOUGLAS', 4670),\n",
" ('DUNNING', 4568),\n",
" ('EAST GARFIELD PARK', 5337),\n",
" ('EAST SIDE', 5305),\n",
" ('EDGEWATER', 4600),\n",
" ('EDISON PARK', 910),\n",
" ('ENGLEWOOD', 6832),\n",
" ('FOREST GLEN', 1431),\n",
" ('FULLER PARK', 531),\n",
" ('GAGE PARK', 9915),\n",
" ('GARFIELD RIDGE', 4552),\n",
" ('GRAND BOULEVARD', 2809),\n",
" ('GREATER GRAND CROSSING', 4051),\n",
" ('HEGEWISCH', 963),\n",
" ('HERMOSA', 3975),\n",
" ('HUMBOLDT PARK', 8620),\n",
" ('HYDE PARK', 1930),\n",
" ('IRVING PARK', 7764),\n",
" ('JEFFERSON PARK', 1755),\n",
" ('KENWOOD', 4287),\n",
" ('LAKE VIEW', 7055),\n",
" ('LINCOLN PARK', 5615),\n",
" ('LINCOLN SQUARE', 4132),\n",
" ('LOGAN SQUARE', 7351),\n",
" ('LOOP', 871),\n",
" ('LOWER WEST SIDE', 7257),\n",
" ('MCKINLEY PARK', 1552),\n",
" ('MONTCLARE', 1317),\n",
" ('MORGAN PARK', 3271),\n",
" ('MOUNT GREENWOOD', 2091),\n",
" ('NEAR NORTH SIDE', 3362),\n",
" ('NEAR SOUTH SIDE', 1378),\n",
" ('NEAR WEST SIDE', 7975),\n",
" ('NEW CITY', 7922),\n",
" ('NORTH CENTER', 7541),\n",
" ('NORTH LAWNDALE', 5146),\n",
" ('NORTH PARK', 4210),\n",
" ('NORWOOD PARK', 6469),\n",
" ('OAKLAND', 140),\n",
" ('OHARE', 786),\n",
" ('PORTAGE PARK', 6954),\n",
" ('PULLMAN', 1620),\n",
" ('RIVERDALE', 1547),\n",
" ('ROGERS PARK', 4068),\n",
" ('ROSELAND', 7020),\n",
" ('SOUTH CHICAGO', 4043),\n",
" ('SOUTH DEERING', 1859),\n",
" ('SOUTH LAWNDALE', 14793),\n",
" ('SOUTH SHORE', 4543),\n",
" ('UPTOWN', 4388),\n",
" ('WASHINGTON HEIGHTS', 4006),\n",
" ('WASHINGTON PARK', 2648),\n",
" ('WEST ELSDON', 3700),\n",
" ('WEST ENGLEWOOD', 5946),\n",
" ('WEST GARFIELD PARK', 2622),\n",
" ('WEST LAWN', 4207),\n",
" ('WEST PULLMAN', 3240),\n",
" ('WEST RIDGE', 8197),\n",
" ('WEST TOWN', 9429),\n",
" ('WOODLAWN', 4206)]"
]
},
"execution_count": 56,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"%sql select \"COMMUNITY_AREA_NAME\", sum(\"COLLEGE_ENROLLMENT\") from CHICAGO_PUBLIC_SCHOOLS \\\n",
"group by \"COMMUNITY_AREA_NAME\"\n"
]
},
{
"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": 60,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" * ibm_db_sa://lnx60378:***@dashdb-txn-sbox-yp-dal09-12.services.dal.bluemix.net:50000/BLUDB\n",
"Done.\n"
]
},
{
"data": {
"text/html": [
"<table>\n",
" <tr>\n",
" <th>community_area_name</th>\n",
" <th>total_enrollment</th>\n",
" </tr>\n",
" <tr>\n",
" <td>OAKLAND</td>\n",
" <td>140</td>\n",
" </tr>\n",
" <tr>\n",
" <td>FULLER PARK</td>\n",
" <td>531</td>\n",
" </tr>\n",
" <tr>\n",
" <td>BURNSIDE</td>\n",
" <td>549</td>\n",
" </tr>\n",
" <tr>\n",
" <td>OHARE</td>\n",
" <td>786</td>\n",
" </tr>\n",
" <tr>\n",
" <td>LOOP</td>\n",
" <td>871</td>\n",
" </tr>\n",
"</table>"
],
"text/plain": [
"[('OAKLAND', 140),\n",
" ('FULLER PARK', 531),\n",
" ('BURNSIDE', 549),\n",
" ('OHARE', 786),\n",
" ('LOOP', 871)]"
]
},
"execution_count": 60,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"%sql select Community_Area_Name, sum(College_Enrollment) AS TOTAL_ENROLLMENT \\\n",
" from CHICAGO_PUBLIC_SCHOOLS \\\n",
" group by Community_Area_Name \\\n",
" order by TOTAL_ENROLLMENT asc 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",
"##### Get the hardship index for the community area which has College Enrollment of 4368\n"
]
},
{
"cell_type": "code",
"execution_count": 66,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" * ibm_db_sa://lnx60378:***@dashdb-txn-sbox-yp-dal09-12.services.dal.bluemix.net:50000/BLUDB\n",
"Done.\n"
]
},
{
"data": {
"text/html": [
"<table>\n",
" <tr>\n",
" <th>hardship_index</th>\n",
" </tr>\n",
" <tr>\n",
" <td>6.0</td>\n",
" </tr>\n",
"</table>"
],
"text/plain": [
"[(6.0,)]"
]
},
"execution_count": 66,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"%%sql \n",
"select hardship_index \n",
" from chicago_socioeconomic_data CD, CHICAGO_PUBLIC_SCHOOLS CPS \n",
" where CD.ca = CPS.community_area_number \n",
" and college_enrollment = 4368"
]
},
{
"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 11\n",
"\n",
"##### Get the hardship index for the community area which has the highest value for College Enrollment\n"
]
},
{
"cell_type": "code",
"execution_count": 74,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" * ibm_db_sa://lnx60378:***@dashdb-txn-sbox-yp-dal09-12.services.dal.bluemix.net:50000/BLUDB\n",
"Done.\n"
]
},
{
"data": {
"text/html": [
"<table>\n",
" <tr>\n",
" <th>hardship_index</th>\n",
" </tr>\n",
" <tr>\n",
" <td>6.0</td>\n",
" </tr>\n",
"</table>"
],
"text/plain": [
"[(6.0,)]"
]
},
"execution_count": 74,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"%%sql\n",
"select hardship_index\n",
" from chicago_socioeconomic_data CD\n",
" where CD.ca = (select community_area_number from CHICAGO_PUBLIC_SCHOOLS order by college_enrollment desc limit 1)"
]
},
{
"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/\" target=\"_blank\">Rav Ahuja</a>\n",
"\n",
"## Change Log\n",
"\n",
"| Date (YYYY-MM-DD) | Version | Changed By | Change Description |\n",
"| ----------------- | ------- | ---------- | ---------------------------------- |\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"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python",
"language": "python",
"name": "conda-env-python-py"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.11"
},
"widgets": {
"state": {},
"version": "1.1.2"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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